warning: commands will be executed using /bin/sh
job 2289 at Thu Sep  5 13:59:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08292013_reo/gatsby140_08292013_reo
ElecNo	14
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2920685 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 973561 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 51106 members 
Mstep: Class 3 contains 51331 members 
Mstep: Class 4 contains 50845 members 
Mstep: Class 5 contains 51186 members 
Mstep: Class 6 contains 51182 members 
Mstep: Class 7 contains 51165 members 
Mstep: Class 8 contains 51256 members 
Mstep: Class 9 contains 50950 members 
Mstep: Class 10 contains 51231 members 
Mstep: Class 11 contains 51660 members 
Mstep: Class 12 contains 51005 members 
Mstep: Class 13 contains 51462 members 
Mstep: Class 14 contains 51324 members 
Mstep: Class 15 contains 51225 members 
Mstep: Class 16 contains 51651 members 
Mstep: Class 17 contains 51095 members 
Mstep: Class 18 contains 50946 members 
Mstep: Class 19 contains 51298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1456.544556 but Gain 2240.667969
Score: -95560728.000000 Penalty: 40331.992188
Iteration 0F: 19 clusters Score -9.556073e+07 nChanged 921805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1732 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 40773 members 
Mstep: Class 3 contains 28642 members 
Mstep: Class 4 contains 117921 members 
Mstep: Class 5 contains 15489 members 
Mstep: Class 6 contains 9348 members 
Mstep: Class 7 contains 50256 members 
Mstep: Class 8 contains 8253 members 
Mstep: Class 10 contains 34756 members 
Mstep: Class 11 contains 12887 members 
Mstep: Class 12 contains 36999 members 
Mstep: Class 13 contains 37724 members 
Mstep: Class 14 contains 67533 members 
Mstep: Class 15 contains 64575 members 
Mstep: Class 16 contains 300882 members 
Mstep: Class 17 contains 16973 members 
Mstep: Class 18 contains 8981 members 
Mstep: Class 19 contains 74502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98376104.000000 Penalty: 40331.992188
Iteration 1F: 19 clusters Score -9.83761e+07 nChanged 376365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1448 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 33842 members 
Mstep: Class 3 contains 21963 members 
Mstep: Class 4 contains 126431 members 
Mstep: Class 5 contains 9218 members 
Mstep: Class 6 contains 18583 members 
Mstep: Class 7 contains 25158 members 
Mstep: Class 8 contains 6035 members 
Mstep: Class 10 contains 23887 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 33762 members 
Mstep: Class 13 contains 20580 members 
Mstep: Class 14 contains 72911 members 
Mstep: Class 15 contains 53387 members 
Mstep: Class 16 contains 389291 members 
Mstep: Class 17 contains 13249 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 81604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99130544.000000 Penalty: 40331.992188
Iteration 2F: 19 clusters Score -9.913054e+07 nChanged 277738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1261 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 38525 members 
Mstep: Class 3 contains 21726 members 
Mstep: Class 4 contains 147369 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 16281 members 
Mstep: Class 7 contains 13422 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 10 contains 19390 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 34479 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 102410 members 
Mstep: Class 15 contains 46494 members 
Mstep: Class 16 contains 336410 members 
Mstep: Class 17 contains 17161 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 113767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99769368.000000 Penalty: 40331.992188
Iteration 3F: 19 clusters Score -9.976937e+07 nChanged 213030
Entering Unmasked Mstep 
Mstep: Class 0 contains 1147 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 39862 members 
Mstep: Class 3 contains 23951 members 
Mstep: Class 4 contains 184034 members 
Mstep: Class 5 contains 11168 members 
Mstep: Class 6 contains 14071 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 10 contains 19924 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 33151 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 139107 members 
Mstep: Class 15 contains 36825 members 
Mstep: Class 16 contains 253474 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 19 contains 133895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100162512.000000 Penalty: 40331.992188
Iteration 4F: 19 clusters Score -1.001625e+08 nChanged 156680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1035 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 34956 members 
Mstep: Class 3 contains 24528 members 
Mstep: Class 4 contains 219862 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 10 contains 23585 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 32175 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 154020 members 
Mstep: Class 15 contains 27391 members 
Mstep: Class 16 contains 201958 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 9475 members 
Mstep: Class 19 contains 144231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100350592.000000 Penalty: 40331.992188
Iteration 5F: 19 clusters Score -1.003506e+08 nChanged 118926
Entering Unmasked Mstep 
Mstep: Class 0 contains 865 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 32115 members 
Mstep: Class 3 contains 23192 members 
Mstep: Class 4 contains 236099 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 6794 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 10 contains 29349 members 
Mstep: Class 11 contains 7570 members 
Mstep: Class 12 contains 37228 members 
Mstep: Class 13 contains 9451 members 
Mstep: Class 14 contains 158604 members 
Mstep: Class 15 contains 21702 members 
Mstep: Class 16 contains 169944 members 
Mstep: Class 17 contains 31902 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 148707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100463384.000000 Penalty: 40331.992188
Iteration 6F: 19 clusters Score -1.004634e+08 nChanged 89242
Entering Unmasked Mstep 
Mstep: Class 0 contains 710 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 21387 members 
Mstep: Class 4 contains 236358 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12474 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 10 contains 36341 members 
Mstep: Class 11 contains 10389 members 
Mstep: Class 12 contains 44869 members 
Mstep: Class 13 contains 10757 members 
Mstep: Class 14 contains 159493 members 
Mstep: Class 15 contains 18284 members 
Mstep: Class 16 contains 154175 members 
Mstep: Class 17 contains 34006 members 
Mstep: Class 18 contains 12509 members 
Mstep: Class 19 contains 149184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100551680.000000 Penalty: 40331.992188
Iteration 7F: 19 clusters Score -1.005517e+08 nChanged 68559
Entering Unmasked Mstep 
Mstep: Class 0 contains 567 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 33910 members 
Mstep: Class 3 contains 19981 members 
Mstep: Class 4 contains 233007 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 13058 members 
Mstep: Class 7 contains 6875 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 10 contains 43596 members 
Mstep: Class 11 contains 12640 members 
Mstep: Class 12 contains 52841 members 
Mstep: Class 13 contains 11920 members 
Mstep: Class 14 contains 157627 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 142816 members 
Mstep: Class 17 contains 35184 members 
Mstep: Class 18 contains 12246 members 
Mstep: Class 19 contains 147927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100624848.000000 Penalty: 40331.992188
Iteration 8F: 19 clusters Score -1.006248e+08 nChanged 52976
Entering Unmasked Mstep 
Mstep: Class 0 contains 514 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 37459 members 
Mstep: Class 3 contains 19094 members 
Mstep: Class 4 contains 227677 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 13658 members 
Mstep: Class 7 contains 6819 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 10 contains 50767 members 
Mstep: Class 11 contains 14423 members 
Mstep: Class 12 contains 60352 members 
Mstep: Class 13 contains 12677 members 
Mstep: Class 14 contains 153698 members 
Mstep: Class 15 contains 16686 members 
Mstep: Class 16 contains 135079 members 
Mstep: Class 17 contains 35976 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 146293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100669816.000000 Penalty: 40331.992188
Iteration 9F: 19 clusters Score -1.006698e+08 nChanged 41052
Entering Unmasked Mstep 
Mstep: Class 0 contains 500 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 41027 members 
Mstep: Class 3 contains 18583 members 
Mstep: Class 4 contains 220651 members 
Mstep: Class 5 contains 2314 members 
Mstep: Class 6 contains 14204 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 10 contains 57459 members 
Mstep: Class 11 contains 15843 members 
Mstep: Class 12 contains 67995 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 148514 members 
Mstep: Class 15 contains 16864 members 
Mstep: Class 16 contains 130406 members 
Mstep: Class 17 contains 36607 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 19 contains 144751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100701808.000000 Penalty: 40331.992188
Iteration 10Q: 19 clusters Score -1.007018e+08 nChanged 33761
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 44032 members 
Mstep: Class 3 contains 18327 members 
Mstep: Class 4 contains 212353 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 10 contains 63708 members 
Mstep: Class 11 contains 17054 members 
Mstep: Class 12 contains 76453 members 
Mstep: Class 13 contains 12819 members 
Mstep: Class 14 contains 142401 members 
Mstep: Class 15 contains 17065 members 
Mstep: Class 16 contains 127883 members 
Mstep: Class 17 contains 37016 members 
Mstep: Class 18 contains 10207 members 
Mstep: Class 19 contains 143167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100727880.000000 Penalty: 40331.992188
Iteration 11Q: 19 clusters Score -1.007279e+08 nChanged 30415
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 46761 members 
Mstep: Class 3 contains 18160 members 
Mstep: Class 4 contains 203347 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 14784 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 18135 members 
Mstep: Class 12 contains 85851 members 
Mstep: Class 13 contains 12534 members 
Mstep: Class 14 contains 135447 members 
Mstep: Class 15 contains 17239 members 
Mstep: Class 16 contains 126579 members 
Mstep: Class 17 contains 37348 members 
Mstep: Class 18 contains 10032 members 
Mstep: Class 19 contains 141734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100753784.000000 Penalty: 40331.992188
Iteration 12Q: 19 clusters Score -1.007538e+08 nChanged 28880
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 49104 members 
Mstep: Class 3 contains 18066 members 
Mstep: Class 4 contains 194333 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 14887 members 
Mstep: Class 7 contains 8712 members 
Mstep: Class 8 contains 2897 members 
Mstep: Class 10 contains 74655 members 
Mstep: Class 11 contains 19103 members 
Mstep: Class 12 contains 95826 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 127946 members 
Mstep: Class 15 contains 17295 members 
Mstep: Class 16 contains 125883 members 
Mstep: Class 17 contains 37599 members 
Mstep: Class 18 contains 10111 members 
Mstep: Class 19 contains 140461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100776024.000000 Penalty: 40331.992188
Iteration 13Q: 19 clusters Score -1.00776e+08 nChanged 29358
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 51216 members 
Mstep: Class 3 contains 18022 members 
Mstep: Class 4 contains 183835 members 
Mstep: Class 5 contains 1493 members 
Mstep: Class 6 contains 14924 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 2902 members 
Mstep: Class 10 contains 79846 members 
Mstep: Class 11 contains 19953 members 
Mstep: Class 12 contains 107700 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 119997 members 
Mstep: Class 15 contains 17155 members 
Mstep: Class 16 contains 125473 members 
Mstep: Class 17 contains 37789 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 139388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100801472.000000 Penalty: 40331.992188
Iteration 14Q: 19 clusters Score -1.008015e+08 nChanged 28476
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 52997 members 
Mstep: Class 3 contains 18029 members 
Mstep: Class 4 contains 174118 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 14889 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 10 contains 84788 members 
Mstep: Class 11 contains 20605 members 
Mstep: Class 12 contains 119548 members 
Mstep: Class 13 contains 11765 members 
Mstep: Class 14 contains 112326 members 
Mstep: Class 15 contains 16639 members 
Mstep: Class 16 contains 125201 members 
Mstep: Class 17 contains 37810 members 
Mstep: Class 18 contains 10719 members 
Mstep: Class 19 contains 138465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100823040.000000 Penalty: 40331.992188
Iteration 15Q: 19 clusters Score -1.00823e+08 nChanged 25322
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 54327 members 
Mstep: Class 3 contains 18040 members 
Mstep: Class 4 contains 166853 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 14826 members 
Mstep: Class 7 contains 10416 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 10 contains 89175 members 
Mstep: Class 11 contains 20960 members 
Mstep: Class 12 contains 129150 members 
Mstep: Class 13 contains 11704 members 
Mstep: Class 14 contains 106065 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 124944 members 
Mstep: Class 17 contains 37568 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 137599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100834312.000000 Penalty: 40331.992188
Iteration 16Q: 19 clusters Score -1.008343e+08 nChanged 21906
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 55147 members 
Mstep: Class 3 contains 18107 members 
Mstep: Class 4 contains 159810 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 10826 members 
Mstep: Class 8 contains 2915 members 
Mstep: Class 10 contains 93069 members 
Mstep: Class 11 contains 20955 members 
Mstep: Class 12 contains 137966 members 
Mstep: Class 13 contains 11733 members 
Mstep: Class 14 contains 101600 members 
Mstep: Class 15 contains 15218 members 
Mstep: Class 16 contains 124628 members 
Mstep: Class 17 contains 37083 members 
Mstep: Class 18 contains 11783 members 
Mstep: Class 19 contains 136830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100843376.000000 Penalty: 40331.992188
Iteration 17Q: 19 clusters Score -1.008434e+08 nChanged 20243
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 55452 members 
Mstep: Class 3 contains 18205 members 
Mstep: Class 4 contains 152433 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 14604 members 
Mstep: Class 7 contains 11299 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 10 contains 96491 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 146701 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 98518 members 
Mstep: Class 15 contains 14691 members 
Mstep: Class 16 contains 124335 members 
Mstep: Class 17 contains 36396 members 
Mstep: Class 18 contains 12386 members 
Mstep: Class 19 contains 136030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100850576.000000 Penalty: 40331.992188
Iteration 18Q: 19 clusters Score -1.008506e+08 nChanged 18980
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 55255 members 
Mstep: Class 3 contains 18335 members 
Mstep: Class 4 contains 145036 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 14530 members 
Mstep: Class 7 contains 11803 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 10 contains 99506 members 
Mstep: Class 11 contains 20308 members 
Mstep: Class 12 contains 155301 members 
Mstep: Class 13 contains 11881 members 
Mstep: Class 14 contains 96312 members 
Mstep: Class 15 contains 14111 members 
Mstep: Class 16 contains 124041 members 
Mstep: Class 17 contains 35684 members 
Mstep: Class 18 contains 13054 members 
Mstep: Class 19 contains 135381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854704.000000 Penalty: 40331.992188
Iteration 19Q: 19 clusters Score -1.008547e+08 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 54745 members 
Mstep: Class 3 contains 18459 members 
Mstep: Class 4 contains 137473 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 14497 members 
Mstep: Class 7 contains 12278 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 10 contains 102327 members 
Mstep: Class 11 contains 19827 members 
Mstep: Class 12 contains 163718 members 
Mstep: Class 13 contains 11962 members 
Mstep: Class 14 contains 94720 members 
Mstep: Class 15 contains 13671 members 
Mstep: Class 16 contains 123813 members 
Mstep: Class 17 contains 34905 members 
Mstep: Class 18 contains 13748 members 
Mstep: Class 19 contains 134824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100858416.000000 Penalty: 40331.992188
Iteration 20F: 19 clusters Score -1.008584e+08 nChanged 19288
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 54010 members 
Mstep: Class 3 contains 18613 members 
Mstep: Class 4 contains 128842 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 14408 members 
Mstep: Class 7 contains 12777 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 10 contains 104899 members 
Mstep: Class 11 contains 19267 members 
Mstep: Class 12 contains 173150 members 
Mstep: Class 13 contains 12067 members 
Mstep: Class 14 contains 93583 members 
Mstep: Class 15 contains 13263 members 
Mstep: Class 16 contains 123623 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 14482 members 
Mstep: Class 19 contains 134241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100860080.000000 Penalty: 40331.992188
Iteration 21Q: 19 clusters Score -1.008601e+08 nChanged 20955
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 53126 members 
Mstep: Class 3 contains 18770 members 
Mstep: Class 4 contains 119704 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 14324 members 
Mstep: Class 7 contains 13150 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 10 contains 107258 members 
Mstep: Class 11 contains 18743 members 
Mstep: Class 12 contains 182927 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 92745 members 
Mstep: Class 15 contains 12960 members 
Mstep: Class 16 contains 123429 members 
Mstep: Class 17 contains 33380 members 
Mstep: Class 18 contains 15183 members 
Mstep: Class 19 contains 133754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100853128.000000 Penalty: 40331.992188
Iteration 22Q: 19 clusters Score -1.008531e+08 nChanged 22225
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 52282 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 111129 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 14262 members 
Mstep: Class 7 contains 13453 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 10 contains 109540 members 
Mstep: Class 11 contains 18152 members 
Mstep: Class 12 contains 191825 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 92135 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 16 contains 123269 members 
Mstep: Class 17 contains 32680 members 
Mstep: Class 18 contains 15810 members 
Mstep: Class 19 contains 133334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100842904.000000 Penalty: 40331.992188
Iteration 23Q: 19 clusters Score -1.008429e+08 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 482 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 51505 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 106822 members 
Mstep: Class 5 contains 1468 members 
Mstep: Class 6 contains 14220 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 10 contains 111804 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 196198 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 91698 members 
Mstep: Class 15 contains 12726 members 
Mstep: Class 16 contains 123078 members 
Mstep: Class 17 contains 32069 members 
Mstep: Class 18 contains 16383 members 
Mstep: Class 19 contains 132954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100835072.000000 Penalty: 40331.992188
Iteration 24Q: 19 clusters Score -1.008351e+08 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 50762 members 
Mstep: Class 3 contains 19180 members 
Mstep: Class 4 contains 106124 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 13941 members 
Mstep: Class 8 contains 2897 members 
Mstep: Class 10 contains 113822 members 
Mstep: Class 11 contains 16958 members 
Mstep: Class 12 contains 196759 members 
Mstep: Class 13 contains 12527 members 
Mstep: Class 14 contains 91397 members 
Mstep: Class 15 contains 12699 members 
Mstep: Class 16 contains 122930 members 
Mstep: Class 17 contains 31528 members 
Mstep: Class 18 contains 17045 members 
Mstep: Class 19 contains 132627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100833392.000000 Penalty: 40331.992188
Iteration 25Q: 19 clusters Score -1.008334e+08 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 49915 members 
Mstep: Class 3 contains 19287 members 
Mstep: Class 4 contains 107234 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 14138 members 
Mstep: Class 7 contains 14153 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 10 contains 115890 members 
Mstep: Class 11 contains 16425 members 
Mstep: Class 12 contains 195481 members 
Mstep: Class 13 contains 12607 members 
Mstep: Class 14 contains 91180 members 
Mstep: Class 15 contains 12602 members 
Mstep: Class 16 contains 122795 members 
Mstep: Class 17 contains 31009 members 
Mstep: Class 18 contains 17639 members 
Mstep: Class 19 contains 132371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100834168.000000 Penalty: 40331.992188
Iteration 26Q: 19 clusters Score -1.008342e+08 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 49071 members 
Mstep: Class 3 contains 19371 members 
Mstep: Class 4 contains 109357 members 
Mstep: Class 5 contains 1554 members 
Mstep: Class 6 contains 14101 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 2897 members 
Mstep: Class 10 contains 117935 members 
Mstep: Class 11 contains 15935 members 
Mstep: Class 12 contains 193297 members 
Mstep: Class 13 contains 12654 members 
Mstep: Class 14 contains 91025 members 
Mstep: Class 15 contains 12481 members 
Mstep: Class 16 contains 122674 members 
Mstep: Class 17 contains 30467 members 
Mstep: Class 18 contains 18212 members 
Mstep: Class 19 contains 132116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100836520.000000 Penalty: 40331.992188
Iteration 27Q: 19 clusters Score -1.008365e+08 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 48177 members 
Mstep: Class 3 contains 19467 members 
Mstep: Class 4 contains 111717 members 
Mstep: Class 5 contains 1568 members 
Mstep: Class 6 contains 14067 members 
Mstep: Class 7 contains 14486 members 
Mstep: Class 8 contains 2894 members 
Mstep: Class 10 contains 119887 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 190922 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 90916 members 
Mstep: Class 15 contains 12354 members 
Mstep: Class 16 contains 122559 members 
Mstep: Class 17 contains 29970 members 
Mstep: Class 18 contains 18742 members 
Mstep: Class 19 contains 131873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100839504.000000 Penalty: 40331.992188
Iteration 28Q: 19 clusters Score -1.008395e+08 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 47322 members 
Mstep: Class 3 contains 19515 members 
Mstep: Class 4 contains 113907 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 14027 members 
Mstep: Class 7 contains 14590 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 10 contains 121787 members 
Mstep: Class 11 contains 15053 members 
Mstep: Class 12 contains 188688 members 
Mstep: Class 13 contains 12698 members 
Mstep: Class 14 contains 90840 members 
Mstep: Class 15 contains 12228 members 
Mstep: Class 16 contains 122456 members 
Mstep: Class 17 contains 29507 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 131646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100841576.000000 Penalty: 40331.992188
Iteration 29Q: 19 clusters Score -1.008416e+08 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 46465 members 
Mstep: Class 3 contains 19540 members 
Mstep: Class 4 contains 115861 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 14002 members 
Mstep: Class 7 contains 14680 members 
Mstep: Class 8 contains 2894 members 
Mstep: Class 10 contains 123679 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 186625 members 
Mstep: Class 13 contains 12713 members 
Mstep: Class 14 contains 90768 members 
Mstep: Class 15 contains 12091 members 
Mstep: Class 16 contains 122391 members 
Mstep: Class 17 contains 29065 members 
Mstep: Class 18 contains 19781 members 
Mstep: Class 19 contains 131447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100843776.000000 Penalty: 40331.992188
Iteration 30Q: 19 clusters Score -1.008438e+08 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 45581 members 
Mstep: Class 3 contains 19593 members 
Mstep: Class 4 contains 117644 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 13973 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 2897 members 
Mstep: Class 10 contains 125603 members 
Mstep: Class 11 contains 14259 members 
Mstep: Class 12 contains 184740 members 
Mstep: Class 13 contains 12702 members 
Mstep: Class 14 contains 90709 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 122307 members 
Mstep: Class 17 contains 28645 members 
Mstep: Class 18 contains 20227 members 
Mstep: Class 19 contains 131283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100846424.000000 Penalty: 40331.992188
Iteration 31Q: 19 clusters Score -1.008464e+08 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 44723 members 
Mstep: Class 3 contains 19633 members 
Mstep: Class 4 contains 119157 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 13971 members 
Mstep: Class 7 contains 14848 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 10 contains 127546 members 
Mstep: Class 11 contains 13893 members 
Mstep: Class 12 contains 183049 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 90659 members 
Mstep: Class 15 contains 11843 members 
Mstep: Class 16 contains 122214 members 
Mstep: Class 17 contains 28268 members 
Mstep: Class 18 contains 20629 members 
Mstep: Class 19 contains 131106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100848240.000000 Penalty: 40331.992188
Iteration 32Q: 19 clusters Score -1.008482e+08 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 43856 members 
Mstep: Class 3 contains 19688 members 
Mstep: Class 4 contains 120366 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 13961 members 
Mstep: Class 7 contains 14925 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 10 contains 129501 members 
Mstep: Class 11 contains 13552 members 
Mstep: Class 12 contains 181648 members 
Mstep: Class 13 contains 12621 members 
Mstep: Class 14 contains 90624 members 
Mstep: Class 15 contains 11741 members 
Mstep: Class 16 contains 122142 members 
Mstep: Class 17 contains 27897 members 
Mstep: Class 18 contains 20978 members 
Mstep: Class 19 contains 130937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100850680.000000 Penalty: 40331.992188
Iteration 33Q: 19 clusters Score -1.008507e+08 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 42972 members 
Mstep: Class 3 contains 19744 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 13951 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 2901 members 
Mstep: Class 10 contains 131414 members 
Mstep: Class 11 contains 13185 members 
Mstep: Class 12 contains 180584 members 
Mstep: Class 13 contains 12553 members 
Mstep: Class 14 contains 90600 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 122073 members 
Mstep: Class 17 contains 27554 members 
Mstep: Class 18 contains 21321 members 
Mstep: Class 19 contains 130783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100852392.000000 Penalty: 40331.992188
Iteration 34Q: 19 clusters Score -1.008524e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 42099 members 
Mstep: Class 3 contains 19803 members 
Mstep: Class 4 contains 121894 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 13938 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 2902 members 
Mstep: Class 10 contains 133242 members 
Mstep: Class 11 contains 12859 members 
Mstep: Class 12 contains 179827 members 
Mstep: Class 13 contains 12448 members 
Mstep: Class 14 contains 90571 members 
Mstep: Class 15 contains 11545 members 
Mstep: Class 16 contains 121999 members 
Mstep: Class 17 contains 27226 members 
Mstep: Class 18 contains 21645 members 
Mstep: Class 19 contains 130684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100853872.000000 Penalty: 40331.992188
Iteration 35Q: 19 clusters Score -1.008539e+08 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 41241 members 
Mstep: Class 3 contains 19896 members 
Mstep: Class 4 contains 122317 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 13937 members 
Mstep: Class 7 contains 15103 members 
Mstep: Class 8 contains 2901 members 
Mstep: Class 10 contains 135024 members 
Mstep: Class 11 contains 12571 members 
Mstep: Class 12 contains 179277 members 
Mstep: Class 13 contains 12308 members 
Mstep: Class 14 contains 90529 members 
Mstep: Class 15 contains 11488 members 
Mstep: Class 16 contains 121926 members 
Mstep: Class 17 contains 26882 members 
Mstep: Class 18 contains 21943 members 
Mstep: Class 19 contains 130546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854960.000000 Penalty: 40331.992188
Iteration 36Q: 19 clusters Score -1.00855e+08 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 40368 members 
Mstep: Class 3 contains 20003 members 
Mstep: Class 4 contains 122613 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 7 contains 15150 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 10 contains 136776 members 
Mstep: Class 11 contains 12268 members 
Mstep: Class 12 contains 178910 members 
Mstep: Class 13 contains 12127 members 
Mstep: Class 14 contains 90473 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 121855 members 
Mstep: Class 17 contains 26598 members 
Mstep: Class 18 contains 22216 members 
Mstep: Class 19 contains 130402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100856704.000000 Penalty: 40331.992188
Iteration 37Q: 19 clusters Score -1.008567e+08 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 39564 members 
Mstep: Class 3 contains 20117 members 
Mstep: Class 4 contains 122739 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 13925 members 
Mstep: Class 7 contains 15186 members 
Mstep: Class 8 contains 2901 members 
Mstep: Class 10 contains 138459 members 
Mstep: Class 11 contains 11984 members 
Mstep: Class 12 contains 178668 members 
Mstep: Class 13 contains 11954 members 
Mstep: Class 14 contains 90389 members 
Mstep: Class 15 contains 11503 members 
Mstep: Class 16 contains 121785 members 
Mstep: Class 17 contains 26325 members 
Mstep: Class 18 contains 22452 members 
Mstep: Class 19 contains 130309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100858056.000000 Penalty: 40331.992188
Iteration 38Q: 19 clusters Score -1.008581e+08 nChanged 6656
Entering ConstructFrom: 
Score: -100858056.000000 Penalty: 40331.992188
Entering ConstructFrom: 
Trying to split cluster 1 (13016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Entering Unmasked Estep 
Score: -1382394.250000 Penalty: 1539.514282
	Iteration 0F: 2 clusters Score -1382394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1373273.500000 Penalty: 3079.028564
	Iteration 0F: 3 clusters Score -1373274 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1376354.750000 Penalty: 3079.028564
	Iteration 1F: 3 clusters Score -1376355 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1376782.375000 Penalty: 3079.028564
	Iteration 2F: 3 clusters Score -1376782 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1377562.375000 Penalty: 3079.028564
	Iteration 3F: 3 clusters Score -1377562 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1379060.000000 Penalty: 3079.028564
	Iteration 4F: 3 clusters Score -1379060 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1381396.125000 Penalty: 3079.028564
	Iteration 5F: 3 clusters Score -1381396 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1383319.125000 Penalty: 3079.028564
	Iteration 6F: 3 clusters Score -1383319 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1384267.250000 Penalty: 3079.028564
	Iteration 7F: 3 clusters Score -1384267 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1384659.875000 Penalty: 3079.028564
	Iteration 8Q: 3 clusters Score -1384660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1384862.250000 Penalty: 3079.028564
	Iteration 9Q: 3 clusters Score -1384862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1385037.250000 Penalty: 3079.028564
	Iteration 10Q: 3 clusters Score -1385037 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1385253.750000 Penalty: 3079.028564
	Iteration 11Q: 3 clusters Score -1385254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1385461.750000 Penalty: 3079.028564
	Iteration 12Q: 3 clusters Score -1385462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1385607.500000 Penalty: 3079.028564
	Iteration 13Q: 3 clusters Score -1385608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1385681.125000 Penalty: 3079.028564
	Iteration 14Q: 3 clusters Score -1385681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1385703.625000 Penalty: 3079.028564
	Iteration 15Q: 3 clusters Score -1385704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1385715.000000 Penalty: 3079.028564
	Iteration 16Q: 3 clusters Score -1385715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1385716.125000 Penalty: 3079.028564
	Iteration 17Q: 3 clusters Score -1385716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1385721.625000 Penalty: 3079.028564
	Iteration 18Q: 3 clusters Score -1385722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1385725.250000 Penalty: 3079.028564
	Iteration 19Q: 3 clusters Score -1385725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1385728.125000 Penalty: 3079.028564
	Iteration 20F: 3 clusters Score -1385728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1385728.625000 Penalty: 3079.028564
	Iteration 21Q: 3 clusters Score -1385729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1385729.000000 Penalty: 3079.028564
	Iteration 22Q: 3 clusters Score -1385729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1385732.750000 Penalty: 3079.028564
	Iteration 23Q: 3 clusters Score -1385733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1385732.750000 Penalty: 3079.028564
	Iteration 24F: 3 clusters Score -1385733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 38766 members 
Mstep: Class 3 contains 20248 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 13905 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 11871 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 121690 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Entering Unmasked Estep 
Score: -100861608.000000 Penalty: 42572.660156
Splitting cluster 1 changes total score from -100858056.000000 to -100861608.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (38766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Entering Unmasked Estep 
Score: -4153126.750000 Penalty: 1716.861084
	Iteration 0F: 2 clusters Score -4153127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4127085.250000 Penalty: 3433.722168
	Iteration 0F: 3 clusters Score -4127085 nChanged 18042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4137099.000000 Penalty: 3433.722168
	Iteration 1F: 3 clusters Score -4137099 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4137684.250000 Penalty: 3433.722168
	Iteration 2Q: 3 clusters Score -4137684 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4138474.750000 Penalty: 3433.722168
	Iteration 3Q: 3 clusters Score -4138475 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4139587.500000 Penalty: 3433.722168
	Iteration 4F: 3 clusters Score -4139588 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4141341.000000 Penalty: 3433.722168
	Iteration 5F: 3 clusters Score -4141341 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4143811.750000 Penalty: 3433.722168
	Iteration 6F: 3 clusters Score -4143812 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4146612.500000 Penalty: 3433.722168
	Iteration 7F: 3 clusters Score -4146612 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4149205.500000 Penalty: 3433.722168
	Iteration 8F: 3 clusters Score -4149206 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4150810.000000 Penalty: 3433.722168
	Iteration 9Q: 3 clusters Score -4150810 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -4151657.250000 Penalty: 3433.722168
	Iteration 10Q: 3 clusters Score -4151657 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4152282.500000 Penalty: 3433.722168
	Iteration 11Q: 3 clusters Score -4152282 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -4152769.250000 Penalty: 3433.722168
	Iteration 12Q: 3 clusters Score -4152769 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4153162.500000 Penalty: 3433.722168
	Iteration 13Q: 3 clusters Score -4153162 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4153363.750000 Penalty: 3433.722168
	Iteration 14Q: 3 clusters Score -4153364 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4153472.750000 Penalty: 3433.722168
	Iteration 15Q: 3 clusters Score -4153473 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -4153536.250000 Penalty: 3433.722168
	Iteration 16Q: 3 clusters Score -4153536 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4153575.250000 Penalty: 3433.722168
	Iteration 17Q: 3 clusters Score -4153575 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4153614.000000 Penalty: 3433.722168
	Iteration 18Q: 3 clusters Score -4153614 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4153630.750000 Penalty: 3433.722168
	Iteration 19Q: 3 clusters Score -4153631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -4153641.500000 Penalty: 3433.722168
	Iteration 20F: 3 clusters Score -4153642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4153657.750000 Penalty: 3433.722168
	Iteration 21Q: 3 clusters Score -4153658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4153643.000000 Penalty: 3433.722168
	Iteration 22Q: 3 clusters Score -4153643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4153652.000000 Penalty: 3433.722168
	Iteration 23Q: 3 clusters Score -4153652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -4153658.250000 Penalty: 3433.722168
	Iteration 24Q: 3 clusters Score -4153658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -4153659.000000 Penalty: 3433.722168
	Iteration 25Q: 3 clusters Score -4153659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -4153650.250000 Penalty: 3433.722168
	Iteration 26Q: 3 clusters Score -4153650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4153660.750000 Penalty: 3433.722168
	Iteration 27Q: 3 clusters Score -4153661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -4153661.500000 Penalty: 3433.722168
	Iteration 28Q: 3 clusters Score -4153662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4153662.250000 Penalty: 3433.722168
	Iteration 29Q: 3 clusters Score -4153662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4153658.250000 Penalty: 3433.722168
	Iteration 30Q: 3 clusters Score -4153658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4153661.750000 Penalty: 3433.722168
	Iteration 31Q: 3 clusters Score -4153662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -4153660.000000 Penalty: 3433.722168
	Iteration 32Q: 3 clusters Score -4153660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4153662.000000 Penalty: 3433.722168
	Iteration 33Q: 3 clusters Score -4153662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4153664.000000 Penalty: 3433.722168
	Iteration 34Q: 3 clusters Score -4153664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4153664.500000 Penalty: 3433.722168
	Iteration 35Q: 3 clusters Score -4153664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4153665.000000 Penalty: 3433.722168
	Iteration 36Q: 3 clusters Score -4153665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4153666.000000 Penalty: 3433.722168
	Iteration 37Q: 3 clusters Score -4153666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4153663.500000 Penalty: 3433.722168
	Iteration 38Q: 3 clusters Score -4153664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4153668.000000 Penalty: 3433.722168
	Iteration 39Q: 3 clusters Score -4153668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4153666.500000 Penalty: 3433.722168
	Iteration 40F: 3 clusters Score -4153666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4153663.000000 Penalty: 3433.722168
	Iteration 41Q: 3 clusters Score -4153663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4153662.500000 Penalty: 3433.722168
	Iteration 42Q: 3 clusters Score -4153662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -4153663.500000 Penalty: 3433.722168
	Iteration 43Q: 3 clusters Score -4153664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4153661.500000 Penalty: 3433.722168
	Iteration 44Q: 3 clusters Score -4153662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4153660.500000 Penalty: 3433.722168
	Iteration 45Q: 3 clusters Score -4153660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4153660.500000 Penalty: 3433.722168
	Iteration 46F: 3 clusters Score -4153660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 20248 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 13905 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 11871 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 121690 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Entering Unmasked Estep 
Score: -100861536.000000 Penalty: 44813.324219
Splitting cluster 2 changes total score from -100858056.000000 to -100861536.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (20248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Entering Unmasked Estep 
Score: -1995572.250000 Penalty: 1611.319336
	Iteration 0F: 2 clusters Score -1995572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1981919.625000 Penalty: 3222.638672
	Iteration 0F: 3 clusters Score -1981920 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1988445.125000 Penalty: 3222.638672
	Iteration 1F: 3 clusters Score -1988445 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1991329.375000 Penalty: 3222.638672
	Iteration 2F: 3 clusters Score -1991329 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1993953.875000 Penalty: 3222.638672
	Iteration 3F: 3 clusters Score -1993954 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1995344.250000 Penalty: 3222.638672
	Iteration 4F: 3 clusters Score -1995344 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1996080.125000 Penalty: 3222.638672
	Iteration 5F: 3 clusters Score -1996080 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1996541.750000 Penalty: 3222.638672
	Iteration 6Q: 3 clusters Score -1996542 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1996833.250000 Penalty: 3222.638672
	Iteration 7Q: 3 clusters Score -1996833 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1997026.250000 Penalty: 3222.638672
	Iteration 8Q: 3 clusters Score -1997026 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1997212.250000 Penalty: 3222.638672
	Iteration 9Q: 3 clusters Score -1997212 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1997378.875000 Penalty: 3222.638672
	Iteration 10Q: 3 clusters Score -1997379 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1997542.000000 Penalty: 3222.638672
	Iteration 11Q: 3 clusters Score -1997542 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1997689.000000 Penalty: 3222.638672
	Iteration 12Q: 3 clusters Score -1997689 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1997777.625000 Penalty: 3222.638672
	Iteration 13Q: 3 clusters Score -1997778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1997840.375000 Penalty: 3222.638672
	Iteration 14Q: 3 clusters Score -1997840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1997875.875000 Penalty: 3222.638672
	Iteration 15Q: 3 clusters Score -1997876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1997909.000000 Penalty: 3222.638672
	Iteration 16Q: 3 clusters Score -1997909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1997924.625000 Penalty: 3222.638672
	Iteration 17Q: 3 clusters Score -1997925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1997931.250000 Penalty: 3222.638672
	Iteration 18Q: 3 clusters Score -1997931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1997946.000000 Penalty: 3222.638672
	Iteration 19Q: 3 clusters Score -1997946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1997951.000000 Penalty: 3222.638672
	Iteration 20F: 3 clusters Score -1997951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1997954.375000 Penalty: 3222.638672
	Iteration 21Q: 3 clusters Score -1997954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1997956.875000 Penalty: 3222.638672
	Iteration 22Q: 3 clusters Score -1997957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1997965.125000 Penalty: 3222.638672
	Iteration 23Q: 3 clusters Score -1997965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1997967.500000 Penalty: 3222.638672
	Iteration 24Q: 3 clusters Score -1997968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1997965.000000 Penalty: 3222.638672
	Iteration 25Q: 3 clusters Score -1997965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1997968.125000 Penalty: 3222.638672
	Iteration 26Q: 3 clusters Score -1997968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1997967.625000 Penalty: 3222.638672
	Iteration 27Q: 3 clusters Score -1997968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -1997964.125000 Penalty: 3222.638672
	Iteration 28Q: 3 clusters Score -1997964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1997964.250000 Penalty: 3222.638672
	Iteration 29Q: 3 clusters Score -1997964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1997970.375000 Penalty: 3222.638672
	Iteration 30Q: 3 clusters Score -1997970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1997967.250000 Penalty: 3222.638672
	Iteration 31Q: 3 clusters Score -1997967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1997965.750000 Penalty: 3222.638672
	Iteration 32Q: 3 clusters Score -1997966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1997967.250000 Penalty: 3222.638672
	Iteration 33Q: 3 clusters Score -1997967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1997967.250000 Penalty: 3222.638672
	Iteration 34F: 3 clusters Score -1997967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 13905 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 11871 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 121690 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Entering Unmasked Estep 
Score: -100863296.000000 Penalty: 47053.992188
Splitting cluster 3 changes total score from -100858056.000000 to -100863296.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (122667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122667 members 
Entering Unmasked Estep 
Score: -13246917.000000 Penalty: 1904.049683
	Iteration 0F: 2 clusters Score -1.324692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -13167490.000000 Penalty: 3808.099365
	Iteration 0F: 3 clusters Score -1.316749e+07 nChanged 58923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -13201944.000000 Penalty: 3808.099365
	Iteration 1F: 3 clusters Score -1.320194e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -13203150.000000 Penalty: 3808.099365
	Iteration 2Q: 3 clusters Score -1.320315e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -13204854.000000 Penalty: 3808.099365
	Iteration 3Q: 3 clusters Score -1.320485e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -13207567.000000 Penalty: 3808.099365
	Iteration 4Q: 3 clusters Score -1.320757e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -13211674.000000 Penalty: 3808.099365
	Iteration 5F: 3 clusters Score -1.321167e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -13217500.000000 Penalty: 3808.099365
	Iteration 6F: 3 clusters Score -1.32175e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -13224354.000000 Penalty: 3808.099365
	Iteration 7F: 3 clusters Score -1.322435e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -13231015.000000 Penalty: 3808.099365
	Iteration 8F: 3 clusters Score -1.323102e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -13236950.000000 Penalty: 3808.099365
	Iteration 9F: 3 clusters Score -1.323695e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -13241567.000000 Penalty: 3808.099365
	Iteration 10Q: 3 clusters Score -1.324157e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112577 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -13244753.000000 Penalty: 3808.099365
	Iteration 11Q: 3 clusters Score -1.324475e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -13246007.000000 Penalty: 3808.099365
	Iteration 12Q: 3 clusters Score -1.324601e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -13246385.000000 Penalty: 3808.099365
	Iteration 13Q: 3 clusters Score -1.324638e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -13246535.000000 Penalty: 3808.099365
	Iteration 14Q: 3 clusters Score -1.324654e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116338 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -13246501.000000 Penalty: 3808.099365
	Iteration 15Q: 3 clusters Score -1.32465e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -13246524.000000 Penalty: 3808.099365
	Iteration 16Q: 3 clusters Score -1.324652e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117426 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -13246537.000000 Penalty: 3808.099365
	Iteration 17Q: 3 clusters Score -1.324654e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -13246549.000000 Penalty: 3808.099365
	Iteration 18Q: 3 clusters Score -1.324655e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -13246518.000000 Penalty: 3808.099365
	Iteration 19Q: 3 clusters Score -1.324652e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118645 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -13246529.000000 Penalty: 3808.099365
	Iteration 20F: 3 clusters Score -1.324653e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -13246517.000000 Penalty: 3808.099365
	Iteration 21Q: 3 clusters Score -1.324652e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -13246449.000000 Penalty: 3808.099365
	Iteration 22Q: 3 clusters Score -1.324645e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -13246376.000000 Penalty: 3808.099365
	Iteration 23Q: 3 clusters Score -1.324638e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -13246335.000000 Penalty: 3808.099365
	Iteration 24Q: 3 clusters Score -1.324634e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -13246292.000000 Penalty: 3808.099365
	Iteration 25Q: 3 clusters Score -1.324629e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119978 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -13246300.000000 Penalty: 3808.099365
	Iteration 26Q: 3 clusters Score -1.32463e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120150 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13246279.000000 Penalty: 3808.099365
	Iteration 27Q: 3 clusters Score -1.324628e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -13246248.000000 Penalty: 3808.099365
	Iteration 28Q: 3 clusters Score -1.324625e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120433 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13246213.000000 Penalty: 3808.099365
	Iteration 29Q: 3 clusters Score -1.324621e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -13246204.000000 Penalty: 3808.099365
	Iteration 30Q: 3 clusters Score -1.32462e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13246185.000000 Penalty: 3808.099365
	Iteration 31Q: 3 clusters Score -1.324618e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13246172.000000 Penalty: 3808.099365
	Iteration 32Q: 3 clusters Score -1.324617e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120791 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13246156.000000 Penalty: 3808.099365
	Iteration 33Q: 3 clusters Score -1.324616e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120849 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13246142.000000 Penalty: 3808.099365
	Iteration 34Q: 3 clusters Score -1.324614e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13246152.000000 Penalty: 3808.099365
	Iteration 35Q: 3 clusters Score -1.324615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13246160.000000 Penalty: 3808.099365
	Iteration 36Q: 3 clusters Score -1.324616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13246160.000000 Penalty: 3808.099365
	Iteration 37Q: 3 clusters Score -1.324616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13246175.000000 Penalty: 3808.099365
	Iteration 38Q: 3 clusters Score -1.324618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13246164.000000 Penalty: 3808.099365
	Iteration 39Q: 3 clusters Score -1.324616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -13246147.000000 Penalty: 3808.099365
	Iteration 40F: 3 clusters Score -1.324615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13246157.000000 Penalty: 3808.099365
	Iteration 41Q: 3 clusters Score -1.324616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13246135.000000 Penalty: 3808.099365
	Iteration 42Q: 3 clusters Score -1.324614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13246115.000000 Penalty: 3808.099365
	Iteration 43Q: 3 clusters Score -1.324612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13246104.000000 Penalty: 3808.099365
	Iteration 44Q: 3 clusters Score -1.32461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13246106.000000 Penalty: 3808.099365
	Iteration 45Q: 3 clusters Score -1.324611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13246102.000000 Penalty: 3808.099365
	Iteration 46Q: 3 clusters Score -1.32461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13246108.000000 Penalty: 3808.099365
	Iteration 47Q: 3 clusters Score -1.324611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13246088.000000 Penalty: 3808.099365
	Iteration 48Q: 3 clusters Score -1.324609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121241 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -13246092.000000 Penalty: 3808.099365
	Iteration 49Q: 3 clusters Score -1.324609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121246 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13246080.000000 Penalty: 3808.099365
	Iteration 50Q: 3 clusters Score -1.324608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121250 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -13246080.000000 Penalty: 3808.099365
	Iteration 51Q: 3 clusters Score -1.324608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121255 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13246073.000000 Penalty: 3808.099365
	Iteration 52Q: 3 clusters Score -1.324607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121259 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13246080.000000 Penalty: 3808.099365
	Iteration 53Q: 3 clusters Score -1.324608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121261 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13246079.000000 Penalty: 3808.099365
	Iteration 54Q: 3 clusters Score -1.324608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13246075.000000 Penalty: 3808.099365
	Iteration 55Q: 3 clusters Score -1.324608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121265 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13246080.000000 Penalty: 3808.099365
	Iteration 56Q: 3 clusters Score -1.324608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13246078.000000 Penalty: 3808.099365
	Iteration 57Q: 3 clusters Score -1.324608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13246084.000000 Penalty: 3808.099365
	Iteration 58Q: 3 clusters Score -1.324608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121271 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13246090.000000 Penalty: 3808.099365
	Iteration 59Q: 3 clusters Score -1.324609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13246098.000000 Penalty: 3808.099365
	Iteration 60F: 3 clusters Score -1.32461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -166243.750000 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -166243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164399.265625 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -164399.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164740.562500 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -164740.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -164846.156250 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -164846.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -164899.937500 Penalty: 2402.009521
	Iteration 3Q: 3 clusters Score -164899.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -164943.921875 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -164943.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -164980.859375 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -164980.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165011.593750 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -165011.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165027.984375 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -165028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165042.656250 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -165042.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165052.703125 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -165052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165056.890625 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -165056.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165067.734375 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -165067.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -165082.281250 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -165082.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -165097.796875 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -165097.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165109.921875 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -165109.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165121.484375 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -165121.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165129.734375 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -165129.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -165135.015625 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -165135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165136.843750 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -165136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165137.375000 Penalty: 2402.009521
	Iteration 19Q: 3 clusters Score -165137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165138.343750 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -165138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165139.640625 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -165139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165140.171875 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -165140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165143.703125 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -165143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165147.500000 Penalty: 2402.009521
	Iteration 24Q: 3 clusters Score -165147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165155.062500 Penalty: 2402.009521
	Iteration 25Q: 3 clusters Score -165155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165164.203125 Penalty: 2402.009521
	Iteration 26Q: 3 clusters Score -165164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165170.062500 Penalty: 2402.009521
	Iteration 27Q: 3 clusters Score -165170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165177.234375 Penalty: 2402.009521
	Iteration 28Q: 3 clusters Score -165177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165191.906250 Penalty: 2402.009521
	Iteration 29Q: 3 clusters Score -165191.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -165204.343750 Penalty: 2402.009521
	Iteration 30Q: 3 clusters Score -165204.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165224.125000 Penalty: 2402.009521
	Iteration 31Q: 3 clusters Score -165224.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165244.859375 Penalty: 2402.009521
	Iteration 32Q: 3 clusters Score -165244.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165255.546875 Penalty: 2402.009521
	Iteration 33Q: 3 clusters Score -165255.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165265.734375 Penalty: 2402.009521
	Iteration 34Q: 3 clusters Score -165265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -165276.921875 Penalty: 2402.009521
	Iteration 35Q: 3 clusters Score -165276.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -165296.546875 Penalty: 2402.009521
	Iteration 36Q: 3 clusters Score -165296.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -165317.906250 Penalty: 2402.009521
	Iteration 37Q: 3 clusters Score -165317.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -165336.906250 Penalty: 2402.009521
	Iteration 38Q: 3 clusters Score -165336.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -165352.531250 Penalty: 2402.009521
	Iteration 39Q: 3 clusters Score -165352.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -165380.078125 Penalty: 2402.009521
	Iteration 40F: 3 clusters Score -165380.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165418.656250 Penalty: 2402.009521
	Iteration 41Q: 3 clusters Score -165418.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -165453.687500 Penalty: 2402.009521
	Iteration 42Q: 3 clusters Score -165453.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -165490.125000 Penalty: 2402.009521
	Iteration 43Q: 3 clusters Score -165490.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -165522.203125 Penalty: 2402.009521
	Iteration 44Q: 3 clusters Score -165522.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -165547.562500 Penalty: 2402.009521
	Iteration 45Q: 3 clusters Score -165547.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -165571.515625 Penalty: 2402.009521
	Iteration 46Q: 3 clusters Score -165571.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -165590.421875 Penalty: 2402.009521
	Iteration 47Q: 3 clusters Score -165590.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -165604.171875 Penalty: 2402.009521
	Iteration 48Q: 3 clusters Score -165604.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -165616.734375 Penalty: 2402.009521
	Iteration 49Q: 3 clusters Score -165616.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165634.140625 Penalty: 2402.009521
	Iteration 50Q: 3 clusters Score -165634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -165647.703125 Penalty: 2402.009521
	Iteration 51Q: 3 clusters Score -165647.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -165665.531250 Penalty: 2402.009521
	Iteration 52Q: 3 clusters Score -165665.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -165677.671875 Penalty: 2402.009521
	Iteration 53Q: 3 clusters Score -165677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -165682.421875 Penalty: 2402.009521
	Iteration 54Q: 3 clusters Score -165682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -165684.968750 Penalty: 2402.009521
	Iteration 55Q: 3 clusters Score -165685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -165686.312500 Penalty: 2402.009521
	Iteration 56Q: 3 clusters Score -165686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -165690.000000 Penalty: 2402.009521
	Iteration 57Q: 3 clusters Score -165690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -165695.953125 Penalty: 2402.009521
	Iteration 58Q: 3 clusters Score -165696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -165698.546875 Penalty: 2402.009521
	Iteration 59Q: 3 clusters Score -165698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165701.703125 Penalty: 2402.009521
	Iteration 60F: 3 clusters Score -165701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -165703.890625 Penalty: 2402.009521
	Iteration 61Q: 3 clusters Score -165703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -165704.656250 Penalty: 2402.009521
	Iteration 62Q: 3 clusters Score -165704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -165705.156250 Penalty: 2402.009521
	Iteration 63Q: 3 clusters Score -165705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -165705.156250 Penalty: 2402.009521
	Iteration 64F: 3 clusters Score -165705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Entering Unmasked Estep 
Score: -1328398.250000 Penalty: 1550.250610
	Iteration 0F: 2 clusters Score -1328398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1319016.875000 Penalty: 3100.501221
	Iteration 0F: 3 clusters Score -1319017 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1324062.750000 Penalty: 3100.501221
	Iteration 1F: 3 clusters Score -1324063 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1326043.000000 Penalty: 3100.501221
	Iteration 2F: 3 clusters Score -1326043 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1327895.375000 Penalty: 3100.501221
	Iteration 3F: 3 clusters Score -1327895 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1329186.250000 Penalty: 3100.501221
	Iteration 4F: 3 clusters Score -1329186 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1329971.250000 Penalty: 3100.501221
	Iteration 5F: 3 clusters Score -1329971 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1330405.625000 Penalty: 3100.501221
	Iteration 6Q: 3 clusters Score -1330406 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1330654.250000 Penalty: 3100.501221
	Iteration 7Q: 3 clusters Score -1330654 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1330841.875000 Penalty: 3100.501221
	Iteration 8Q: 3 clusters Score -1330842 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1330984.750000 Penalty: 3100.501221
	Iteration 9Q: 3 clusters Score -1330985 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1331097.625000 Penalty: 3100.501221
	Iteration 10Q: 3 clusters Score -1331098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1331202.500000 Penalty: 3100.501221
	Iteration 11Q: 3 clusters Score -1331202 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1331294.625000 Penalty: 3100.501221
	Iteration 12Q: 3 clusters Score -1331295 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1331379.500000 Penalty: 3100.501221
	Iteration 13Q: 3 clusters Score -1331380 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1331461.375000 Penalty: 3100.501221
	Iteration 14Q: 3 clusters Score -1331461 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1331533.625000 Penalty: 3100.501221
	Iteration 15Q: 3 clusters Score -1331534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1331577.250000 Penalty: 3100.501221
	Iteration 16Q: 3 clusters Score -1331577 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1331622.750000 Penalty: 3100.501221
	Iteration 17Q: 3 clusters Score -1331623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1331656.875000 Penalty: 3100.501221
	Iteration 18Q: 3 clusters Score -1331657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1331690.500000 Penalty: 3100.501221
	Iteration 19Q: 3 clusters Score -1331690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1331842.875000 Penalty: 3100.501221
	Iteration 20F: 3 clusters Score -1331843 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1332096.625000 Penalty: 3100.501221
	Iteration 21Q: 3 clusters Score -1332097 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1332205.250000 Penalty: 3100.501221
	Iteration 22Q: 3 clusters Score -1332205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1332244.625000 Penalty: 3100.501221
	Iteration 23Q: 3 clusters Score -1332245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1332261.625000 Penalty: 3100.501221
	Iteration 24Q: 3 clusters Score -1332262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1332268.500000 Penalty: 3100.501221
	Iteration 25Q: 3 clusters Score -1332268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1332274.375000 Penalty: 3100.501221
	Iteration 26Q: 3 clusters Score -1332274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1332279.125000 Penalty: 3100.501221
	Iteration 27Q: 3 clusters Score -1332279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1332286.375000 Penalty: 3100.501221
	Iteration 28Q: 3 clusters Score -1332286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1332293.750000 Penalty: 3100.501221
	Iteration 29Q: 3 clusters Score -1332294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1332300.375000 Penalty: 3100.501221
	Iteration 30Q: 3 clusters Score -1332300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1332304.625000 Penalty: 3100.501221
	Iteration 31Q: 3 clusters Score -1332305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1332306.500000 Penalty: 3100.501221
	Iteration 32Q: 3 clusters Score -1332306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1332312.875000 Penalty: 3100.501221
	Iteration 33Q: 3 clusters Score -1332313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1332312.250000 Penalty: 3100.501221
	Iteration 34Q: 3 clusters Score -1332312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1332312.500000 Penalty: 3100.501221
	Iteration 35Q: 3 clusters Score -1332312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1332312.625000 Penalty: 3100.501221
	Iteration 36Q: 3 clusters Score -1332313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1332314.125000 Penalty: 3100.501221
	Iteration 37Q: 3 clusters Score -1332314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1332312.750000 Penalty: 3100.501221
	Iteration 38Q: 3 clusters Score -1332313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1332312.875000 Penalty: 3100.501221
	Iteration 39Q: 3 clusters Score -1332313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1332314.625000 Penalty: 3100.501221
	Iteration 40F: 3 clusters Score -1332315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 11871 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 121690 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 13097 members 
Entering Unmasked Estep 
Score: -100866120.000000 Penalty: 49294.656250
Splitting cluster 6 changes total score from -100858056.000000 to -100866120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (15245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Entering Unmasked Estep 
Score: -1554448.750000 Penalty: 1565.201050
	Iteration 0F: 2 clusters Score -1554449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1544000.875000 Penalty: 3130.402100
	Iteration 0F: 3 clusters Score -1544001 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1547702.000000 Penalty: 3130.402100
	Iteration 1F: 3 clusters Score -1547702 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1548261.625000 Penalty: 3130.402100
	Iteration 2F: 3 clusters Score -1548262 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1548855.375000 Penalty: 3130.402100
	Iteration 3F: 3 clusters Score -1548855 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1549526.875000 Penalty: 3130.402100
	Iteration 4F: 3 clusters Score -1549527 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1550254.625000 Penalty: 3130.402100
	Iteration 5F: 3 clusters Score -1550255 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1550948.125000 Penalty: 3130.402100
	Iteration 6F: 3 clusters Score -1550948 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1551501.125000 Penalty: 3130.402100
	Iteration 7F: 3 clusters Score -1551501 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1551934.625000 Penalty: 3130.402100
	Iteration 8Q: 3 clusters Score -1551935 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1552259.500000 Penalty: 3130.402100
	Iteration 9Q: 3 clusters Score -1552260 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1552475.000000 Penalty: 3130.402100
	Iteration 10Q: 3 clusters Score -1552475 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1552627.500000 Penalty: 3130.402100
	Iteration 11Q: 3 clusters Score -1552628 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1552728.375000 Penalty: 3130.402100
	Iteration 12Q: 3 clusters Score -1552728 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1552838.250000 Penalty: 3130.402100
	Iteration 13Q: 3 clusters Score -1552838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1552920.125000 Penalty: 3130.402100
	Iteration 14Q: 3 clusters Score -1552920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1553002.250000 Penalty: 3130.402100
	Iteration 15Q: 3 clusters Score -1553002 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1553069.875000 Penalty: 3130.402100
	Iteration 16Q: 3 clusters Score -1553070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1553138.500000 Penalty: 3130.402100
	Iteration 17Q: 3 clusters Score -1553138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1553193.750000 Penalty: 3130.402100
	Iteration 18Q: 3 clusters Score -1553194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1553231.500000 Penalty: 3130.402100
	Iteration 19Q: 3 clusters Score -1553232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1553265.000000 Penalty: 3130.402100
	Iteration 20F: 3 clusters Score -1553265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1553284.125000 Penalty: 3130.402100
	Iteration 21Q: 3 clusters Score -1553284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1553296.125000 Penalty: 3130.402100
	Iteration 22Q: 3 clusters Score -1553296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1553312.625000 Penalty: 3130.402100
	Iteration 23Q: 3 clusters Score -1553313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1553326.375000 Penalty: 3130.402100
	Iteration 24Q: 3 clusters Score -1553326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1553344.500000 Penalty: 3130.402100
	Iteration 25Q: 3 clusters Score -1553344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1553355.000000 Penalty: 3130.402100
	Iteration 26Q: 3 clusters Score -1553355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1553359.500000 Penalty: 3130.402100
	Iteration 27Q: 3 clusters Score -1553360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1553359.625000 Penalty: 3130.402100
	Iteration 28Q: 3 clusters Score -1553360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1553359.000000 Penalty: 3130.402100
	Iteration 29Q: 3 clusters Score -1553359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1553361.250000 Penalty: 3130.402100
	Iteration 30Q: 3 clusters Score -1553361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1553361.625000 Penalty: 3130.402100
	Iteration 31Q: 3 clusters Score -1553362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1553364.000000 Penalty: 3130.402100
	Iteration 32Q: 3 clusters Score -1553364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1553369.250000 Penalty: 3130.402100
	Iteration 33Q: 3 clusters Score -1553369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1553374.625000 Penalty: 3130.402100
	Iteration 34Q: 3 clusters Score -1553375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1553378.875000 Penalty: 3130.402100
	Iteration 35Q: 3 clusters Score -1553379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1553379.000000 Penalty: 3130.402100
	Iteration 36Q: 3 clusters Score -1553379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1553381.625000 Penalty: 3130.402100
	Iteration 37Q: 3 clusters Score -1553382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1553381.500000 Penalty: 3130.402100
	Iteration 38Q: 3 clusters Score -1553382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1553383.500000 Penalty: 3130.402100
	Iteration 39Q: 3 clusters Score -1553384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1553383.500000 Penalty: 3130.402100
	Iteration 40F: 3 clusters Score -1553384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -219763.109375 Penalty: 1295.413574
	Iteration 0F: 2 clusters Score -219763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -217645.843750 Penalty: 2590.827148
	Iteration 0F: 3 clusters Score -217645.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -222967.390625 Penalty: 2590.827148
	Iteration 1F: 3 clusters Score -222967.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -227192.453125 Penalty: 2590.827148
	Iteration 2F: 3 clusters Score -227192.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -229350.781250 Penalty: 2590.827148
	Iteration 3F: 3 clusters Score -229350.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -230693.031250 Penalty: 2590.827148
	Iteration 4Q: 3 clusters Score -230693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -231080.281250 Penalty: 2590.827148
	Iteration 5Q: 3 clusters Score -231080.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -231273.125000 Penalty: 2590.827148
	Iteration 6Q: 3 clusters Score -231273.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -231351.390625 Penalty: 2590.827148
	Iteration 7Q: 3 clusters Score -231351.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -231375.140625 Penalty: 2590.827148
	Iteration 8Q: 3 clusters Score -231375.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -231389.015625 Penalty: 2590.827148
	Iteration 9Q: 3 clusters Score -231389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -231397.578125 Penalty: 2590.827148
	Iteration 10Q: 3 clusters Score -231397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -231402.062500 Penalty: 2590.827148
	Iteration 11Q: 3 clusters Score -231402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -231403.890625 Penalty: 2590.827148
	Iteration 12Q: 3 clusters Score -231403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -231407.890625 Penalty: 2590.827148
	Iteration 13Q: 3 clusters Score -231407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -231411.343750 Penalty: 2590.827148
	Iteration 14Q: 3 clusters Score -231411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -231412.390625 Penalty: 2590.827148
	Iteration 15Q: 3 clusters Score -231412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -231412.625000 Penalty: 2590.827148
	Iteration 16Q: 3 clusters Score -231412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -231413.953125 Penalty: 2590.827148
	Iteration 17Q: 3 clusters Score -231414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -231414.703125 Penalty: 2590.827148
	Iteration 18Q: 3 clusters Score -231414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -231417.078125 Penalty: 2590.827148
	Iteration 19F: 3 clusters Score -231417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -231418.937500 Penalty: 2590.827148
	Iteration 20F: 3 clusters Score -231418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -231420.078125 Penalty: 2590.827148
	Iteration 21Q: 3 clusters Score -231420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -231420.078125 Penalty: 2590.827148
	Iteration 22F: 3 clusters Score -231420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 11871 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 121690 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 13097 members 
Mstep: Class 23 contains 1789 members 
Entering Unmasked Estep 
Score: -100876464.000000 Penalty: 51535.324219
Splitting cluster 8 changes total score from -100858056.000000 to -100876464.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (140065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140065 members 
Entering Unmasked Estep 
Score: -14844377.000000 Penalty: 1925.602539
	Iteration 0F: 2 clusters Score -1.484438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -14750735.000000 Penalty: 3851.205078
	Iteration 0F: 3 clusters Score -1.475074e+07 nChanged 67424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -14789846.000000 Penalty: 3851.205078
	Iteration 1F: 3 clusters Score -1.478985e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -14790511.000000 Penalty: 3851.205078
	Iteration 2Q: 3 clusters Score -1.479051e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -14791321.000000 Penalty: 3851.205078
	Iteration 3Q: 3 clusters Score -1.479132e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -14792393.000000 Penalty: 3851.205078
	Iteration 4Q: 3 clusters Score -1.479239e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -14794223.000000 Penalty: 3851.205078
	Iteration 5Q: 3 clusters Score -1.479422e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -14797741.000000 Penalty: 3851.205078
	Iteration 6F: 3 clusters Score -1.479774e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -14803810.000000 Penalty: 3851.205078
	Iteration 7F: 3 clusters Score -1.480381e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -14813419.000000 Penalty: 3851.205078
	Iteration 8F: 3 clusters Score -1.481342e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122253 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -14825018.000000 Penalty: 3851.205078
	Iteration 9F: 3 clusters Score -1.482502e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131734 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -14834471.000000 Penalty: 3851.205078
	Iteration 10F: 3 clusters Score -1.483447e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -14839846.000000 Penalty: 3851.205078
	Iteration 11Q: 3 clusters Score -1.483985e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14841791.000000 Penalty: 3851.205078
	Iteration 12Q: 3 clusters Score -1.484179e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14842338.000000 Penalty: 3851.205078
	Iteration 13Q: 3 clusters Score -1.484234e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139857 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14842537.000000 Penalty: 3851.205078
	Iteration 14Q: 3 clusters Score -1.484254e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139888 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14842600.000000 Penalty: 3851.205078
	Iteration 15Q: 3 clusters Score -1.48426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139901 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14842625.000000 Penalty: 3851.205078
	Iteration 16Q: 3 clusters Score -1.484262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14842631.000000 Penalty: 3851.205078
	Iteration 17Q: 3 clusters Score -1.484263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139910 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14842647.000000 Penalty: 3851.205078
	Iteration 18Q: 3 clusters Score -1.484265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139911 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14842646.000000 Penalty: 3851.205078
	Iteration 19Q: 3 clusters Score -1.484265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139912 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14842648.000000 Penalty: 3851.205078
	Iteration 20F: 3 clusters Score -1.484265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Entering Unmasked Estep 
Score: -1270818.250000 Penalty: 1522.221069
	Iteration 0F: 2 clusters Score -1270818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1262600.875000 Penalty: 3044.442139
	Iteration 0F: 3 clusters Score -1262601 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1265222.750000 Penalty: 3044.442139
	Iteration 1F: 3 clusters Score -1265223 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1265493.625000 Penalty: 3044.442139
	Iteration 2F: 3 clusters Score -1265494 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1265745.125000 Penalty: 3044.442139
	Iteration 3F: 3 clusters Score -1265745 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1265984.125000 Penalty: 3044.442139
	Iteration 4Q: 3 clusters Score -1265984 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1266283.875000 Penalty: 3044.442139
	Iteration 5F: 3 clusters Score -1266284 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1266661.625000 Penalty: 3044.442139
	Iteration 6F: 3 clusters Score -1266662 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1267167.875000 Penalty: 3044.442139
	Iteration 7F: 3 clusters Score -1267168 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1267721.250000 Penalty: 3044.442139
	Iteration 8F: 3 clusters Score -1267721 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1268256.750000 Penalty: 3044.442139
	Iteration 9F: 3 clusters Score -1268257 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1268717.000000 Penalty: 3044.442139
	Iteration 10Q: 3 clusters Score -1268717 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1269022.500000 Penalty: 3044.442139
	Iteration 11Q: 3 clusters Score -1269022 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1269231.750000 Penalty: 3044.442139
	Iteration 12Q: 3 clusters Score -1269232 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1269372.625000 Penalty: 3044.442139
	Iteration 13Q: 3 clusters Score -1269373 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1269432.250000 Penalty: 3044.442139
	Iteration 14Q: 3 clusters Score -1269432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1269466.000000 Penalty: 3044.442139
	Iteration 15Q: 3 clusters Score -1269466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1269491.000000 Penalty: 3044.442139
	Iteration 16Q: 3 clusters Score -1269491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1269502.125000 Penalty: 3044.442139
	Iteration 17Q: 3 clusters Score -1269502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1269515.250000 Penalty: 3044.442139
	Iteration 18Q: 3 clusters Score -1269515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1269525.625000 Penalty: 3044.442139
	Iteration 19Q: 3 clusters Score -1269526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1269524.375000 Penalty: 3044.442139
	Iteration 20F: 3 clusters Score -1269524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1269531.625000 Penalty: 3044.442139
	Iteration 21Q: 3 clusters Score -1269532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1269548.750000 Penalty: 3044.442139
	Iteration 22Q: 3 clusters Score -1269549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1269549.625000 Penalty: 3044.442139
	Iteration 23Q: 3 clusters Score -1269550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1269556.625000 Penalty: 3044.442139
	Iteration 24Q: 3 clusters Score -1269557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1269572.000000 Penalty: 3044.442139
	Iteration 25Q: 3 clusters Score -1269572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1269578.125000 Penalty: 3044.442139
	Iteration 26Q: 3 clusters Score -1269578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1269580.750000 Penalty: 3044.442139
	Iteration 27Q: 3 clusters Score -1269581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1269584.875000 Penalty: 3044.442139
	Iteration 28Q: 3 clusters Score -1269585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1269586.125000 Penalty: 3044.442139
	Iteration 29Q: 3 clusters Score -1269586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1269591.250000 Penalty: 3044.442139
	Iteration 30Q: 3 clusters Score -1269591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1269592.750000 Penalty: 3044.442139
	Iteration 31Q: 3 clusters Score -1269593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1269592.125000 Penalty: 3044.442139
	Iteration 32Q: 3 clusters Score -1269592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1269593.375000 Penalty: 3044.442139
	Iteration 33Q: 3 clusters Score -1269593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1269595.500000 Penalty: 3044.442139
	Iteration 34Q: 3 clusters Score -1269596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1269600.875000 Penalty: 3044.442139
	Iteration 35Q: 3 clusters Score -1269601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1269607.750000 Penalty: 3044.442139
	Iteration 36Q: 3 clusters Score -1269608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1269611.875000 Penalty: 3044.442139
	Iteration 37Q: 3 clusters Score -1269612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1269614.750000 Penalty: 3044.442139
	Iteration 38Q: 3 clusters Score -1269615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1269615.125000 Penalty: 3044.442139
	Iteration 39Q: 3 clusters Score -1269615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1269613.875000 Penalty: 3044.442139
	Iteration 40F: 3 clusters Score -1269614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (178676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Entering Unmasked Estep 
Score: -19332382.000000 Penalty: 1965.166016
	Iteration 0F: 2 clusters Score -1.933238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -19238592.000000 Penalty: 3930.332031
	Iteration 0F: 3 clusters Score -1.923859e+07 nChanged 86398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -19289530.000000 Penalty: 3930.332031
	Iteration 1F: 3 clusters Score -1.928953e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -19290754.000000 Penalty: 3930.332031
	Iteration 2Q: 3 clusters Score -1.929075e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -19292770.000000 Penalty: 3930.332031
	Iteration 3Q: 3 clusters Score -1.929277e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -19295690.000000 Penalty: 3930.332031
	Iteration 4Q: 3 clusters Score -1.929569e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 111905 members 
Entering Unmasked Estep 
Score: -19300036.000000 Penalty: 3930.332031
	Iteration 5F: 3 clusters Score -1.930004e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -19305500.000000 Penalty: 3930.332031
	Iteration 6F: 3 clusters Score -1.93055e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 121141 members 
Entering Unmasked Estep 
Score: -19312780.000000 Penalty: 3930.332031
	Iteration 7F: 3 clusters Score -1.931278e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -19320858.000000 Penalty: 3930.332031
	Iteration 8F: 3 clusters Score -1.932086e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -19325878.000000 Penalty: 3930.332031
	Iteration 9F: 3 clusters Score -1.932588e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 117084 members 
Entering Unmasked Estep 
Score: -19327854.000000 Penalty: 3930.332031
	Iteration 10Q: 3 clusters Score -1.932785e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -19328490.000000 Penalty: 3930.332031
	Iteration 11Q: 3 clusters Score -1.932849e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -19329038.000000 Penalty: 3930.332031
	Iteration 12Q: 3 clusters Score -1.932904e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 110019 members 
Entering Unmasked Estep 
Score: -19329400.000000 Penalty: 3930.332031
	Iteration 13Q: 3 clusters Score -1.93294e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -19329814.000000 Penalty: 3930.332031
	Iteration 14Q: 3 clusters Score -1.932981e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -19330282.000000 Penalty: 3930.332031
	Iteration 15Q: 3 clusters Score -1.933028e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -19330780.000000 Penalty: 3930.332031
	Iteration 16Q: 3 clusters Score -1.933078e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -19331422.000000 Penalty: 3930.332031
	Iteration 17Q: 3 clusters Score -1.933142e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -19331896.000000 Penalty: 3930.332031
	Iteration 18Q: 3 clusters Score -1.93319e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -19332490.000000 Penalty: 3930.332031
	Iteration 19Q: 3 clusters Score -1.933249e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -19333124.000000 Penalty: 3930.332031
	Iteration 20F: 3 clusters Score -1.933312e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -19333594.000000 Penalty: 3930.332031
	Iteration 21Q: 3 clusters Score -1.933359e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -19334222.000000 Penalty: 3930.332031
	Iteration 22Q: 3 clusters Score -1.933422e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -19334742.000000 Penalty: 3930.332031
	Iteration 23Q: 3 clusters Score -1.933474e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -19335184.000000 Penalty: 3930.332031
	Iteration 24Q: 3 clusters Score -1.933518e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97026 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -19335750.000000 Penalty: 3930.332031
	Iteration 25Q: 3 clusters Score -1.933575e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -19336356.000000 Penalty: 3930.332031
	Iteration 26Q: 3 clusters Score -1.933636e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -19337454.000000 Penalty: 3930.332031
	Iteration 27Q: 3 clusters Score -1.933745e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -19338218.000000 Penalty: 3930.332031
	Iteration 28Q: 3 clusters Score -1.933822e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125514 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -19339402.000000 Penalty: 3930.332031
	Iteration 29F: 3 clusters Score -1.93394e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -19339900.000000 Penalty: 3930.332031
	Iteration 30F: 3 clusters Score -1.93399e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -19339348.000000 Penalty: 3930.332031
	Iteration 31Q: 3 clusters Score -1.933935e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150173 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -19338774.000000 Penalty: 3930.332031
	Iteration 32Q: 3 clusters Score -1.933877e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -19338216.000000 Penalty: 3930.332031
	Iteration 33Q: 3 clusters Score -1.933822e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161204 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -19337994.000000 Penalty: 3930.332031
	Iteration 34Q: 3 clusters Score -1.933799e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -19337962.000000 Penalty: 3930.332031
	Iteration 35Q: 3 clusters Score -1.933796e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -19337890.000000 Penalty: 3930.332031
	Iteration 36Q: 3 clusters Score -1.933789e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170637 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -19336652.000000 Penalty: 3930.332031
	Iteration 37Q: 3 clusters Score -1.933665e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172424 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -19335838.000000 Penalty: 3930.332031
	Iteration 38Q: 3 clusters Score -1.933584e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173734 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -19335206.000000 Penalty: 3930.332031
	Iteration 39Q: 3 clusters Score -1.933521e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -19334864.000000 Penalty: 3930.332031
	Iteration 40F: 3 clusters Score -1.933486e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -19333982.000000 Penalty: 3930.332031
	Iteration 41Q: 3 clusters Score -1.933398e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176300 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19333228.000000 Penalty: 3930.332031
	Iteration 42Q: 3 clusters Score -1.933323e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176734 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -19332768.000000 Penalty: 3930.332031
	Iteration 43Q: 3 clusters Score -1.933277e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19332392.000000 Penalty: 3930.332031
	Iteration 44Q: 3 clusters Score -1.933239e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177278 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19332108.000000 Penalty: 3930.332031
	Iteration 45Q: 3 clusters Score -1.933211e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19331978.000000 Penalty: 3930.332031
	Iteration 46Q: 3 clusters Score -1.933198e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19331868.000000 Penalty: 3930.332031
	Iteration 47Q: 3 clusters Score -1.933187e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19331740.000000 Penalty: 3930.332031
	Iteration 48Q: 3 clusters Score -1.933174e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177749 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19331660.000000 Penalty: 3930.332031
	Iteration 49Q: 3 clusters Score -1.933166e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177801 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -19331634.000000 Penalty: 3930.332031
	Iteration 50Q: 3 clusters Score -1.933163e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -19331548.000000 Penalty: 3930.332031
	Iteration 51Q: 3 clusters Score -1.933155e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177887 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19331506.000000 Penalty: 3930.332031
	Iteration 52Q: 3 clusters Score -1.933151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19331500.000000 Penalty: 3930.332031
	Iteration 53Q: 3 clusters Score -1.93315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177938 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -19331466.000000 Penalty: 3930.332031
	Iteration 54Q: 3 clusters Score -1.933147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19331478.000000 Penalty: 3930.332031
	Iteration 55Q: 3 clusters Score -1.933148e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177986 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -19331462.000000 Penalty: 3930.332031
	Iteration 56Q: 3 clusters Score -1.933146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178001 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19331450.000000 Penalty: 3930.332031
	Iteration 57Q: 3 clusters Score -1.933145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178011 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19331426.000000 Penalty: 3930.332031
	Iteration 58Q: 3 clusters Score -1.933143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178022 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19331420.000000 Penalty: 3930.332031
	Iteration 59Q: 3 clusters Score -1.933142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178032 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -19331412.000000 Penalty: 3930.332031
	Iteration 60F: 3 clusters Score -1.933141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178041 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -19331420.000000 Penalty: 3930.332031
	Iteration 61Q: 3 clusters Score -1.933142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19331396.000000 Penalty: 3930.332031
	Iteration 62Q: 3 clusters Score -1.93314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178053 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -19331408.000000 Penalty: 3930.332031
	Iteration 63Q: 3 clusters Score -1.933141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178063 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19331390.000000 Penalty: 3930.332031
	Iteration 64Q: 3 clusters Score -1.933139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178071 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -19331384.000000 Penalty: 3930.332031
	Iteration 65Q: 3 clusters Score -1.933138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178080 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -19331394.000000 Penalty: 3930.332031
	Iteration 66Q: 3 clusters Score -1.933139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19331406.000000 Penalty: 3930.332031
	Iteration 67Q: 3 clusters Score -1.933141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178098 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -19331378.000000 Penalty: 3930.332031
	Iteration 68Q: 3 clusters Score -1.933138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178102 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -19331368.000000 Penalty: 3930.332031
	Iteration 69Q: 3 clusters Score -1.933137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178111 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19331374.000000 Penalty: 3930.332031
	Iteration 70Q: 3 clusters Score -1.933137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178119 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -19331388.000000 Penalty: 3930.332031
	Iteration 71Q: 3 clusters Score -1.933139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178127 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -19331356.000000 Penalty: 3930.332031
	Iteration 72Q: 3 clusters Score -1.933136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178133 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19331342.000000 Penalty: 3930.332031
	Iteration 73Q: 3 clusters Score -1.933134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178137 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19331348.000000 Penalty: 3930.332031
	Iteration 74Q: 3 clusters Score -1.933135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -19331344.000000 Penalty: 3930.332031
	Iteration 75Q: 3 clusters Score -1.933134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -19331350.000000 Penalty: 3930.332031
	Iteration 76Q: 3 clusters Score -1.933135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178144 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19331346.000000 Penalty: 3930.332031
	Iteration 77Q: 3 clusters Score -1.933135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178145 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19331340.000000 Penalty: 3930.332031
	Iteration 78Q: 3 clusters Score -1.933134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178147 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19331338.000000 Penalty: 3930.332031
	Iteration 79Q: 3 clusters Score -1.933134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178148 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19331350.000000 Penalty: 3930.332031
	Iteration 80F: 3 clusters Score -1.933135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Entering Unmasked Estep 
Score: -1196295.000000 Penalty: 1524.551270
	Iteration 0F: 2 clusters Score -1196295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1187996.625000 Penalty: 3049.102539
	Iteration 0F: 3 clusters Score -1187997 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1191475.875000 Penalty: 3049.102539
	Iteration 1F: 3 clusters Score -1191476 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1193227.750000 Penalty: 3049.102539
	Iteration 2F: 3 clusters Score -1193228 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1196436.750000 Penalty: 3049.102539
	Iteration 3F: 3 clusters Score -1196437 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1199691.375000 Penalty: 3049.102539
	Iteration 4F: 3 clusters Score -1199691 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1201124.125000 Penalty: 3049.102539
	Iteration 5F: 3 clusters Score -1201124 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1201368.125000 Penalty: 3049.102539
	Iteration 6Q: 3 clusters Score -1201368 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1201404.875000 Penalty: 3049.102539
	Iteration 7Q: 3 clusters Score -1201405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1201418.625000 Penalty: 3049.102539
	Iteration 8Q: 3 clusters Score -1201419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1201422.750000 Penalty: 3049.102539
	Iteration 9Q: 3 clusters Score -1201423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1201425.375000 Penalty: 3049.102539
	Iteration 10Q: 3 clusters Score -1201425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1201422.250000 Penalty: 3049.102539
	Iteration 11Q: 3 clusters Score -1201422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1201425.875000 Penalty: 3049.102539
	Iteration 12Q: 3 clusters Score -1201426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1201428.375000 Penalty: 3049.102539
	Iteration 13Q: 3 clusters Score -1201428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1201429.000000 Penalty: 3049.102539
	Iteration 14Q: 3 clusters Score -1201429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1201429.000000 Penalty: 3049.102539
	Iteration 15F: 3 clusters Score -1201429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 121690 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 13097 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 5801 members 
Entering Unmasked Estep 
Score: -100880720.000000 Penalty: 53775.988281
Splitting cluster 13 changes total score from -100858056.000000 to -100880720.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (90260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Entering Unmasked Estep 
Score: -9812213.000000 Penalty: 1854.198120
	Iteration 0F: 2 clusters Score -9812213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -9751732.000000 Penalty: 3708.396240
	Iteration 0F: 3 clusters Score -9751732 nChanged 43024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -9776676.000000 Penalty: 3708.396240
	Iteration 1F: 3 clusters Score -9776676 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -9777410.000000 Penalty: 3708.396240
	Iteration 2Q: 3 clusters Score -9777410 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -9778270.000000 Penalty: 3708.396240
	Iteration 3Q: 3 clusters Score -9778270 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -9779299.000000 Penalty: 3708.396240
	Iteration 4Q: 3 clusters Score -9779299 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -9780585.000000 Penalty: 3708.396240
	Iteration 5Q: 3 clusters Score -9780585 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -9782381.000000 Penalty: 3708.396240
	Iteration 6Q: 3 clusters Score -9782381 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -9784511.000000 Penalty: 3708.396240
	Iteration 7Q: 3 clusters Score -9784511 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -9786659.000000 Penalty: 3708.396240
	Iteration 8F: 3 clusters Score -9786659 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -9788927.000000 Penalty: 3708.396240
	Iteration 9Q: 3 clusters Score -9788927 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -9791150.000000 Penalty: 3708.396240
	Iteration 10Q: 3 clusters Score -9791150 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -9793397.000000 Penalty: 3708.396240
	Iteration 11Q: 3 clusters Score -9793397 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -9795378.000000 Penalty: 3708.396240
	Iteration 12Q: 3 clusters Score -9795378 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -9797001.000000 Penalty: 3708.396240
	Iteration 13Q: 3 clusters Score -9797001 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -9798199.000000 Penalty: 3708.396240
	Iteration 14Q: 3 clusters Score -9798199 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -9799238.000000 Penalty: 3708.396240
	Iteration 15Q: 3 clusters Score -9799238 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -9800196.000000 Penalty: 3708.396240
	Iteration 16Q: 3 clusters Score -9800196 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -9801269.000000 Penalty: 3708.396240
	Iteration 17Q: 3 clusters Score -9801269 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -9802406.000000 Penalty: 3708.396240
	Iteration 18Q: 3 clusters Score -9802406 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -9803583.000000 Penalty: 3708.396240
	Iteration 19Q: 3 clusters Score -9803583 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -9804775.000000 Penalty: 3708.396240
	Iteration 20F: 3 clusters Score -9804775 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -9805949.000000 Penalty: 3708.396240
	Iteration 21Q: 3 clusters Score -9805949 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -9806950.000000 Penalty: 3708.396240
	Iteration 22Q: 3 clusters Score -9806950 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -9807736.000000 Penalty: 3708.396240
	Iteration 23Q: 3 clusters Score -9807736 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 85704 members 
Entering Unmasked Estep 
Score: -9808393.000000 Penalty: 3708.396240
	Iteration 24Q: 3 clusters Score -9808393 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -9808997.000000 Penalty: 3708.396240
	Iteration 25Q: 3 clusters Score -9808997 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -9809403.000000 Penalty: 3708.396240
	Iteration 26Q: 3 clusters Score -9809403 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -9809758.000000 Penalty: 3708.396240
	Iteration 27Q: 3 clusters Score -9809758 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -9809994.000000 Penalty: 3708.396240
	Iteration 28Q: 3 clusters Score -9809994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -9810128.000000 Penalty: 3708.396240
	Iteration 29Q: 3 clusters Score -9810128 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -9810221.000000 Penalty: 3708.396240
	Iteration 30Q: 3 clusters Score -9810221 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -9810331.000000 Penalty: 3708.396240
	Iteration 31Q: 3 clusters Score -9810331 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -9810424.000000 Penalty: 3708.396240
	Iteration 32Q: 3 clusters Score -9810424 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -9810487.000000 Penalty: 3708.396240
	Iteration 33Q: 3 clusters Score -9810487 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -9810541.000000 Penalty: 3708.396240
	Iteration 34Q: 3 clusters Score -9810541 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -9810558.000000 Penalty: 3708.396240
	Iteration 35Q: 3 clusters Score -9810558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -9810577.000000 Penalty: 3708.396240
	Iteration 36Q: 3 clusters Score -9810577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -9810584.000000 Penalty: 3708.396240
	Iteration 37Q: 3 clusters Score -9810584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -9810573.000000 Penalty: 3708.396240
	Iteration 38Q: 3 clusters Score -9810573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -9810594.000000 Penalty: 3708.396240
	Iteration 39Q: 3 clusters Score -9810594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -9810621.000000 Penalty: 3708.396240
	Iteration 40F: 3 clusters Score -9810621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -9810628.000000 Penalty: 3708.396240
	Iteration 41Q: 3 clusters Score -9810628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -9810620.000000 Penalty: 3708.396240
	Iteration 42Q: 3 clusters Score -9810620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -9810609.000000 Penalty: 3708.396240
	Iteration 43Q: 3 clusters Score -9810609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -9810631.000000 Penalty: 3708.396240
	Iteration 44Q: 3 clusters Score -9810631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -9810633.000000 Penalty: 3708.396240
	Iteration 45Q: 3 clusters Score -9810633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -9810639.000000 Penalty: 3708.396240
	Iteration 46Q: 3 clusters Score -9810639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -9810654.000000 Penalty: 3708.396240
	Iteration 47Q: 3 clusters Score -9810654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -9810654.000000 Penalty: 3708.396240
	Iteration 48Q: 3 clusters Score -9810654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -9810667.000000 Penalty: 3708.396240
	Iteration 49Q: 3 clusters Score -9810667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -9810683.000000 Penalty: 3708.396240
	Iteration 50Q: 3 clusters Score -9810683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -9810679.000000 Penalty: 3708.396240
	Iteration 51Q: 3 clusters Score -9810679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -9810683.000000 Penalty: 3708.396240
	Iteration 52Q: 3 clusters Score -9810683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -9810693.000000 Penalty: 3708.396240
	Iteration 53Q: 3 clusters Score -9810693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -9810692.000000 Penalty: 3708.396240
	Iteration 54Q: 3 clusters Score -9810692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -9810701.000000 Penalty: 3708.396240
	Iteration 55Q: 3 clusters Score -9810701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -9810699.000000 Penalty: 3708.396240
	Iteration 56Q: 3 clusters Score -9810699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -9810697.000000 Penalty: 3708.396240
	Iteration 57Q: 3 clusters Score -9810697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -9810696.000000 Penalty: 3708.396240
	Iteration 58Q: 3 clusters Score -9810696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -9810702.000000 Penalty: 3708.396240
	Iteration 59Q: 3 clusters Score -9810702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -9810703.000000 Penalty: 3708.396240
	Iteration 60F: 3 clusters Score -9810703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -9810710.000000 Penalty: 3708.396240
	Iteration 61Q: 3 clusters Score -9810710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -9810705.000000 Penalty: 3708.396240
	Iteration 62Q: 3 clusters Score -9810705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -9810704.000000 Penalty: 3708.396240
	Iteration 63Q: 3 clusters Score -9810704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -9810706.000000 Penalty: 3708.396240
	Iteration 64Q: 3 clusters Score -9810706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -9810706.000000 Penalty: 3708.396240
	Iteration 65Q: 3 clusters Score -9810706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -9810702.000000 Penalty: 3708.396240
	Iteration 66Q: 3 clusters Score -9810702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -9810701.000000 Penalty: 3708.396240
	Iteration 67Q: 3 clusters Score -9810701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -9810700.000000 Penalty: 3708.396240
	Iteration 68Q: 3 clusters Score -9810700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -9810700.000000 Penalty: 3708.396240
	Iteration 69F: 3 clusters Score -9810700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -1162974.500000 Penalty: 1519.546875
	Iteration 0F: 2 clusters Score -1162974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1154992.375000 Penalty: 3039.093750
	Iteration 0F: 3 clusters Score -1154992 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1158144.625000 Penalty: 3039.093750
	Iteration 1F: 3 clusters Score -1158145 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1159171.750000 Penalty: 3039.093750
	Iteration 2F: 3 clusters Score -1159172 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1160062.375000 Penalty: 3039.093750
	Iteration 3F: 3 clusters Score -1160062 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1160775.000000 Penalty: 3039.093750
	Iteration 4F: 3 clusters Score -1160775 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1161314.875000 Penalty: 3039.093750
	Iteration 5F: 3 clusters Score -1161315 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1161748.375000 Penalty: 3039.093750
	Iteration 6F: 3 clusters Score -1161748 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1162097.375000 Penalty: 3039.093750
	Iteration 7F: 3 clusters Score -1162097 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1162343.625000 Penalty: 3039.093750
	Iteration 8Q: 3 clusters Score -1162344 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1162514.875000 Penalty: 3039.093750
	Iteration 9Q: 3 clusters Score -1162515 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1162649.875000 Penalty: 3039.093750
	Iteration 10Q: 3 clusters Score -1162650 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1162751.500000 Penalty: 3039.093750
	Iteration 11Q: 3 clusters Score -1162752 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1162836.000000 Penalty: 3039.093750
	Iteration 12Q: 3 clusters Score -1162836 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1162894.000000 Penalty: 3039.093750
	Iteration 13Q: 3 clusters Score -1162894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1162948.750000 Penalty: 3039.093750
	Iteration 14Q: 3 clusters Score -1162949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1162990.625000 Penalty: 3039.093750
	Iteration 15Q: 3 clusters Score -1162991 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1163022.250000 Penalty: 3039.093750
	Iteration 16Q: 3 clusters Score -1163022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1163040.875000 Penalty: 3039.093750
	Iteration 17Q: 3 clusters Score -1163041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1163054.625000 Penalty: 3039.093750
	Iteration 18Q: 3 clusters Score -1163055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1163069.625000 Penalty: 3039.093750
	Iteration 19Q: 3 clusters Score -1163070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1163084.250000 Penalty: 3039.093750
	Iteration 20F: 3 clusters Score -1163084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1163098.375000 Penalty: 3039.093750
	Iteration 21Q: 3 clusters Score -1163098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1163115.125000 Penalty: 3039.093750
	Iteration 22Q: 3 clusters Score -1163115 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1163130.875000 Penalty: 3039.093750
	Iteration 23Q: 3 clusters Score -1163131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1163142.000000 Penalty: 3039.093750
	Iteration 24Q: 3 clusters Score -1163142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1163151.625000 Penalty: 3039.093750
	Iteration 25Q: 3 clusters Score -1163152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1163159.750000 Penalty: 3039.093750
	Iteration 26Q: 3 clusters Score -1163160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1163165.750000 Penalty: 3039.093750
	Iteration 27Q: 3 clusters Score -1163166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1163173.500000 Penalty: 3039.093750
	Iteration 28Q: 3 clusters Score -1163174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1163178.625000 Penalty: 3039.093750
	Iteration 29Q: 3 clusters Score -1163179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1163180.875000 Penalty: 3039.093750
	Iteration 30Q: 3 clusters Score -1163181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1163180.500000 Penalty: 3039.093750
	Iteration 31Q: 3 clusters Score -1163180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1163185.125000 Penalty: 3039.093750
	Iteration 32Q: 3 clusters Score -1163185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1163190.000000 Penalty: 3039.093750
	Iteration 33Q: 3 clusters Score -1163190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1163201.000000 Penalty: 3039.093750
	Iteration 34Q: 3 clusters Score -1163201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1163208.000000 Penalty: 3039.093750
	Iteration 35Q: 3 clusters Score -1163208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1163214.000000 Penalty: 3039.093750
	Iteration 36Q: 3 clusters Score -1163214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1163220.500000 Penalty: 3039.093750
	Iteration 37Q: 3 clusters Score -1163220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1163225.250000 Penalty: 3039.093750
	Iteration 38Q: 3 clusters Score -1163225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1163228.625000 Penalty: 3039.093750
	Iteration 39Q: 3 clusters Score -1163229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1163232.375000 Penalty: 3039.093750
	Iteration 40F: 3 clusters Score -1163232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1163232.375000 Penalty: 3039.093750
	Iteration 41Q: 3 clusters Score -1163232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1163235.375000 Penalty: 3039.093750
	Iteration 42Q: 3 clusters Score -1163235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1163234.250000 Penalty: 3039.093750
	Iteration 43Q: 3 clusters Score -1163234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1163237.875000 Penalty: 3039.093750
	Iteration 44Q: 3 clusters Score -1163238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1163238.875000 Penalty: 3039.093750
	Iteration 45Q: 3 clusters Score -1163239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1163240.625000 Penalty: 3039.093750
	Iteration 46Q: 3 clusters Score -1163241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1163241.125000 Penalty: 3039.093750
	Iteration 47Q: 3 clusters Score -1163241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1163245.250000 Penalty: 3039.093750
	Iteration 48Q: 3 clusters Score -1163245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1163243.625000 Penalty: 3039.093750
	Iteration 49Q: 3 clusters Score -1163244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1163245.625000 Penalty: 3039.093750
	Iteration 50Q: 3 clusters Score -1163246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1163245.750000 Penalty: 3039.093750
	Iteration 51Q: 3 clusters Score -1163246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1163246.375000 Penalty: 3039.093750
	Iteration 52Q: 3 clusters Score -1163246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1163246.750000 Penalty: 3039.093750
	Iteration 53Q: 3 clusters Score -1163247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1163248.125000 Penalty: 3039.093750
	Iteration 54Q: 3 clusters Score -1163248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1163249.125000 Penalty: 3039.093750
	Iteration 55Q: 3 clusters Score -1163249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1163251.125000 Penalty: 3039.093750
	Iteration 56Q: 3 clusters Score -1163251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1163251.750000 Penalty: 3039.093750
	Iteration 57Q: 3 clusters Score -1163252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1163251.000000 Penalty: 3039.093750
	Iteration 58Q: 3 clusters Score -1163251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1163251.000000 Penalty: 3039.093750
	Iteration 59F: 3 clusters Score -1163251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 121690 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 13097 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 5801 members 
Mstep: Class 25 contains 2704 members 
Entering Unmasked Estep 
Score: -100880312.000000 Penalty: 56016.656250
Splitting cluster 15 changes total score from -100858056.000000 to -100880312.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (121690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121690 members 
Entering Unmasked Estep 
Score: -12975089.000000 Penalty: 1902.750244
	Iteration 0F: 2 clusters Score -1.297509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -12894952.000000 Penalty: 3805.500488
	Iteration 0F: 3 clusters Score -1.289495e+07 nChanged 58536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -12930029.000000 Penalty: 3805.500488
	Iteration 1F: 3 clusters Score -1.293003e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -12932882.000000 Penalty: 3805.500488
	Iteration 2Q: 3 clusters Score -1.293288e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -12937926.000000 Penalty: 3805.500488
	Iteration 3F: 3 clusters Score -1.293793e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -12946419.000000 Penalty: 3805.500488
	Iteration 4F: 3 clusters Score -1.294642e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -12957469.000000 Penalty: 3805.500488
	Iteration 5F: 3 clusters Score -1.295747e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -12967174.000000 Penalty: 3805.500488
	Iteration 6F: 3 clusters Score -1.296717e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -12972493.000000 Penalty: 3805.500488
	Iteration 7Q: 3 clusters Score -1.297249e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 118111 members 
Entering Unmasked Estep 
Score: -12974746.000000 Penalty: 3805.500488
	Iteration 8Q: 3 clusters Score -1.297475e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -12975711.000000 Penalty: 3805.500488
	Iteration 9Q: 3 clusters Score -1.297571e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -12975961.000000 Penalty: 3805.500488
	Iteration 10Q: 3 clusters Score -1.297596e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -12976094.000000 Penalty: 3805.500488
	Iteration 11Q: 3 clusters Score -1.297609e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -12976179.000000 Penalty: 3805.500488
	Iteration 12Q: 3 clusters Score -1.297618e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 119274 members 
Entering Unmasked Estep 
Score: -12976261.000000 Penalty: 3805.500488
	Iteration 13Q: 3 clusters Score -1.297626e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -12976286.000000 Penalty: 3805.500488
	Iteration 14Q: 3 clusters Score -1.297629e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -12976415.000000 Penalty: 3805.500488
	Iteration 15Q: 3 clusters Score -1.297642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 119123 members 
Entering Unmasked Estep 
Score: -12976478.000000 Penalty: 3805.500488
	Iteration 16Q: 3 clusters Score -1.297648e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -12976520.000000 Penalty: 3805.500488
	Iteration 17Q: 3 clusters Score -1.297652e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -12976551.000000 Penalty: 3805.500488
	Iteration 18Q: 3 clusters Score -1.297655e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 119040 members 
Entering Unmasked Estep 
Score: -12976548.000000 Penalty: 3805.500488
	Iteration 19Q: 3 clusters Score -1.297655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -12976661.000000 Penalty: 3805.500488
	Iteration 20F: 3 clusters Score -1.297666e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 118942 members 
Entering Unmasked Estep 
Score: -12976784.000000 Penalty: 3805.500488
	Iteration 21Q: 3 clusters Score -1.297678e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 118877 members 
Entering Unmasked Estep 
Score: -12976850.000000 Penalty: 3805.500488
	Iteration 22Q: 3 clusters Score -1.297685e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -12976898.000000 Penalty: 3805.500488
	Iteration 23Q: 3 clusters Score -1.29769e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -12976926.000000 Penalty: 3805.500488
	Iteration 24Q: 3 clusters Score -1.297693e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -12977004.000000 Penalty: 3805.500488
	Iteration 25Q: 3 clusters Score -1.2977e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 118556 members 
Entering Unmasked Estep 
Score: -12977040.000000 Penalty: 3805.500488
	Iteration 26Q: 3 clusters Score -1.297704e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -12977085.000000 Penalty: 3805.500488
	Iteration 27Q: 3 clusters Score -1.297708e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -12977146.000000 Penalty: 3805.500488
	Iteration 28Q: 3 clusters Score -1.297715e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 118328 members 
Entering Unmasked Estep 
Score: -12977139.000000 Penalty: 3805.500488
	Iteration 29Q: 3 clusters Score -1.297714e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -12977164.000000 Penalty: 3805.500488
	Iteration 30Q: 3 clusters Score -1.297716e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -12977183.000000 Penalty: 3805.500488
	Iteration 31Q: 3 clusters Score -1.297718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -12977175.000000 Penalty: 3805.500488
	Iteration 32Q: 3 clusters Score -1.297718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -12977175.000000 Penalty: 3805.500488
	Iteration 33Q: 3 clusters Score -1.297718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 118150 members 
Entering Unmasked Estep 
Score: -12977188.000000 Penalty: 3805.500488
	Iteration 34Q: 3 clusters Score -1.297719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -12977193.000000 Penalty: 3805.500488
	Iteration 35Q: 3 clusters Score -1.297719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 118124 members 
Entering Unmasked Estep 
Score: -12977188.000000 Penalty: 3805.500488
	Iteration 36Q: 3 clusters Score -1.297719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 118117 members 
Entering Unmasked Estep 
Score: -12977197.000000 Penalty: 3805.500488
	Iteration 37Q: 3 clusters Score -1.29772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -12977193.000000 Penalty: 3805.500488
	Iteration 38Q: 3 clusters Score -1.297719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 118107 members 
Entering Unmasked Estep 
Score: -12977198.000000 Penalty: 3805.500488
	Iteration 39Q: 3 clusters Score -1.29772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -12977214.000000 Penalty: 3805.500488
	Iteration 40F: 3 clusters Score -1.297721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -12977216.000000 Penalty: 3805.500488
	Iteration 41Q: 3 clusters Score -1.297722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 118042 members 
Entering Unmasked Estep 
Score: -12977253.000000 Penalty: 3805.500488
	Iteration 42Q: 3 clusters Score -1.297725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -12977279.000000 Penalty: 3805.500488
	Iteration 43Q: 3 clusters Score -1.297728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -12977269.000000 Penalty: 3805.500488
	Iteration 44Q: 3 clusters Score -1.297727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 117981 members 
Entering Unmasked Estep 
Score: -12977281.000000 Penalty: 3805.500488
	Iteration 45Q: 3 clusters Score -1.297728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -12977284.000000 Penalty: 3805.500488
	Iteration 46Q: 3 clusters Score -1.297728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -12977284.000000 Penalty: 3805.500488
	Iteration 47Q: 3 clusters Score -1.297728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 117944 members 
Entering Unmasked Estep 
Score: -12977285.000000 Penalty: 3805.500488
	Iteration 48Q: 3 clusters Score -1.297728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -12977287.000000 Penalty: 3805.500488
	Iteration 49Q: 3 clusters Score -1.297729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -12977290.000000 Penalty: 3805.500488
	Iteration 50Q: 3 clusters Score -1.297729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -12977287.000000 Penalty: 3805.500488
	Iteration 51Q: 3 clusters Score -1.297729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -12977295.000000 Penalty: 3805.500488
	Iteration 52Q: 3 clusters Score -1.29773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -12977293.000000 Penalty: 3805.500488
	Iteration 53Q: 3 clusters Score -1.297729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -12977287.000000 Penalty: 3805.500488
	Iteration 54Q: 3 clusters Score -1.297729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -12977287.000000 Penalty: 3805.500488
	Iteration 55F: 3 clusters Score -1.297729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 13097 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 5801 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 117922 members 
Entering Unmasked Estep 
Score: -100882664.000000 Penalty: 58257.324219
Splitting cluster 16 changes total score from -100858056.000000 to -100882664.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (26062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Entering Unmasked Estep 
Score: -2825666.000000 Penalty: 1652.338013
	Iteration 0F: 2 clusters Score -2825666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2808158.500000 Penalty: 3304.676025
	Iteration 0F: 3 clusters Score -2808158 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2814844.000000 Penalty: 3304.676025
	Iteration 1F: 3 clusters Score -2814844 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2815301.750000 Penalty: 3304.676025
	Iteration 2Q: 3 clusters Score -2815302 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2815831.250000 Penalty: 3304.676025
	Iteration 3Q: 3 clusters Score -2815831 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2816492.000000 Penalty: 3304.676025
	Iteration 4F: 3 clusters Score -2816492 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2817314.750000 Penalty: 3304.676025
	Iteration 5F: 3 clusters Score -2817315 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2818289.500000 Penalty: 3304.676025
	Iteration 6F: 3 clusters Score -2818290 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2819405.750000 Penalty: 3304.676025
	Iteration 7F: 3 clusters Score -2819406 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2820588.000000 Penalty: 3304.676025
	Iteration 8F: 3 clusters Score -2820588 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2821812.500000 Penalty: 3304.676025
	Iteration 9F: 3 clusters Score -2821812 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2822781.500000 Penalty: 3304.676025
	Iteration 10Q: 3 clusters Score -2822782 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2823431.750000 Penalty: 3304.676025
	Iteration 11Q: 3 clusters Score -2823432 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2823812.250000 Penalty: 3304.676025
	Iteration 12Q: 3 clusters Score -2823812 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2823994.000000 Penalty: 3304.676025
	Iteration 13Q: 3 clusters Score -2823994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2824087.500000 Penalty: 3304.676025
	Iteration 14Q: 3 clusters Score -2824088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2824145.250000 Penalty: 3304.676025
	Iteration 15Q: 3 clusters Score -2824145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2824193.500000 Penalty: 3304.676025
	Iteration 16Q: 3 clusters Score -2824194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2824231.250000 Penalty: 3304.676025
	Iteration 17Q: 3 clusters Score -2824231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2824261.500000 Penalty: 3304.676025
	Iteration 18Q: 3 clusters Score -2824262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2824286.500000 Penalty: 3304.676025
	Iteration 19Q: 3 clusters Score -2824286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2824309.250000 Penalty: 3304.676025
	Iteration 20F: 3 clusters Score -2824309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2824320.250000 Penalty: 3304.676025
	Iteration 21Q: 3 clusters Score -2824320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2824329.000000 Penalty: 3304.676025
	Iteration 22Q: 3 clusters Score -2824329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2824336.000000 Penalty: 3304.676025
	Iteration 23Q: 3 clusters Score -2824336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2824336.000000 Penalty: 3304.676025
	Iteration 24Q: 3 clusters Score -2824336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2824345.250000 Penalty: 3304.676025
	Iteration 25Q: 3 clusters Score -2824345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2824346.000000 Penalty: 3304.676025
	Iteration 26Q: 3 clusters Score -2824346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2824353.500000 Penalty: 3304.676025
	Iteration 27Q: 3 clusters Score -2824354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2824354.250000 Penalty: 3304.676025
	Iteration 28Q: 3 clusters Score -2824354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2824356.500000 Penalty: 3304.676025
	Iteration 29Q: 3 clusters Score -2824356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2824356.750000 Penalty: 3304.676025
	Iteration 30Q: 3 clusters Score -2824357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2824358.500000 Penalty: 3304.676025
	Iteration 31Q: 3 clusters Score -2824358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2824360.750000 Penalty: 3304.676025
	Iteration 32Q: 3 clusters Score -2824361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2824360.750000 Penalty: 3304.676025
	Iteration 33Q: 3 clusters Score -2824361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2824360.750000 Penalty: 3304.676025
	Iteration 34F: 3 clusters Score -2824361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Entering Unmasked Estep 
Score: -2318319.750000 Penalty: 1629.873047
	Iteration 0F: 2 clusters Score -2318320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2302982.750000 Penalty: 3259.746094
	Iteration 0F: 3 clusters Score -2302983 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2310384.000000 Penalty: 3259.746094
	Iteration 1F: 3 clusters Score -2310384 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2313861.000000 Penalty: 3259.746094
	Iteration 2F: 3 clusters Score -2313861 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2317852.500000 Penalty: 3259.746094
	Iteration 3F: 3 clusters Score -2317852 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2320156.000000 Penalty: 3259.746094
	Iteration 4F: 3 clusters Score -2320156 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2321036.000000 Penalty: 3259.746094
	Iteration 5F: 3 clusters Score -2321036 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2321487.000000 Penalty: 3259.746094
	Iteration 6Q: 3 clusters Score -2321487 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2321798.750000 Penalty: 3259.746094
	Iteration 7Q: 3 clusters Score -2321799 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2322049.500000 Penalty: 3259.746094
	Iteration 8Q: 3 clusters Score -2322050 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2322183.000000 Penalty: 3259.746094
	Iteration 9Q: 3 clusters Score -2322183 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2322295.000000 Penalty: 3259.746094
	Iteration 10Q: 3 clusters Score -2322295 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2322376.500000 Penalty: 3259.746094
	Iteration 11Q: 3 clusters Score -2322376 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2322433.250000 Penalty: 3259.746094
	Iteration 12Q: 3 clusters Score -2322433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2322480.750000 Penalty: 3259.746094
	Iteration 13Q: 3 clusters Score -2322481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2322522.000000 Penalty: 3259.746094
	Iteration 14Q: 3 clusters Score -2322522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2322524.750000 Penalty: 3259.746094
	Iteration 15Q: 3 clusters Score -2322525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2322534.250000 Penalty: 3259.746094
	Iteration 16Q: 3 clusters Score -2322534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2322541.000000 Penalty: 3259.746094
	Iteration 17Q: 3 clusters Score -2322541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2322540.000000 Penalty: 3259.746094
	Iteration 18Q: 3 clusters Score -2322540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2322540.750000 Penalty: 3259.746094
	Iteration 19Q: 3 clusters Score -2322541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2322535.500000 Penalty: 3259.746094
	Iteration 20F: 3 clusters Score -2322536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2322533.500000 Penalty: 3259.746094
	Iteration 21Q: 3 clusters Score -2322534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2322538.500000 Penalty: 3259.746094
	Iteration 22Q: 3 clusters Score -2322538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2322538.000000 Penalty: 3259.746094
	Iteration 23Q: 3 clusters Score -2322538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2322539.250000 Penalty: 3259.746094
	Iteration 24Q: 3 clusters Score -2322539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2322539.250000 Penalty: 3259.746094
	Iteration 25F: 3 clusters Score -2322539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 130181 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 13097 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 5801 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 117922 members 
Mstep: Class 27 contains 20986 members 
Entering Unmasked Estep 
Score: -100886304.000000 Penalty: 60497.988281
Splitting cluster 18 changes total score from -100858056.000000 to -100886304.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (130181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130181 members 
Entering Unmasked Estep 
Score: -13392704.000000 Penalty: 1913.710693
	Iteration 0F: 2 clusters Score -1.33927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -13305666.000000 Penalty: 3827.421387
	Iteration 0F: 3 clusters Score -1.330567e+07 nChanged 62678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -13344464.000000 Penalty: 3827.421387
	Iteration 1F: 3 clusters Score -1.334446e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -13348396.000000 Penalty: 3827.421387
	Iteration 2F: 3 clusters Score -1.33484e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -13354009.000000 Penalty: 3827.421387
	Iteration 3F: 3 clusters Score -1.335401e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -13359735.000000 Penalty: 3827.421387
	Iteration 4F: 3 clusters Score -1.335974e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -13364854.000000 Penalty: 3827.421387
	Iteration 5F: 3 clusters Score -1.336485e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -13369237.000000 Penalty: 3827.421387
	Iteration 6F: 3 clusters Score -1.336924e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -13373455.000000 Penalty: 3827.421387
	Iteration 7F: 3 clusters Score -1.337346e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -13377874.000000 Penalty: 3827.421387
	Iteration 8Q: 3 clusters Score -1.337787e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -13382127.000000 Penalty: 3827.421387
	Iteration 9Q: 3 clusters Score -1.338213e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -13385823.000000 Penalty: 3827.421387
	Iteration 10Q: 3 clusters Score -1.338582e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123185 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -13388565.000000 Penalty: 3827.421387
	Iteration 11Q: 3 clusters Score -1.338856e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -13390275.000000 Penalty: 3827.421387
	Iteration 12Q: 3 clusters Score -1.339028e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126789 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -13391301.000000 Penalty: 3827.421387
	Iteration 13Q: 3 clusters Score -1.33913e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13391823.000000 Penalty: 3827.421387
	Iteration 14Q: 3 clusters Score -1.339182e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128128 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -13392224.000000 Penalty: 3827.421387
	Iteration 15Q: 3 clusters Score -1.339222e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13392439.000000 Penalty: 3827.421387
	Iteration 16Q: 3 clusters Score -1.339244e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128646 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -13392531.000000 Penalty: 3827.421387
	Iteration 17Q: 3 clusters Score -1.339253e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13392623.000000 Penalty: 3827.421387
	Iteration 18Q: 3 clusters Score -1.339262e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13392741.000000 Penalty: 3827.421387
	Iteration 19Q: 3 clusters Score -1.339274e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13392807.000000 Penalty: 3827.421387
	Iteration 20F: 3 clusters Score -1.339281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13392874.000000 Penalty: 3827.421387
	Iteration 21Q: 3 clusters Score -1.339287e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13392940.000000 Penalty: 3827.421387
	Iteration 22Q: 3 clusters Score -1.339294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -13392954.000000 Penalty: 3827.421387
	Iteration 23Q: 3 clusters Score -1.339295e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13392980.000000 Penalty: 3827.421387
	Iteration 24Q: 3 clusters Score -1.339298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129015 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13392984.000000 Penalty: 3827.421387
	Iteration 25Q: 3 clusters Score -1.339298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129019 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13392997.000000 Penalty: 3827.421387
	Iteration 26Q: 3 clusters Score -1.3393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129021 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13392989.000000 Penalty: 3827.421387
	Iteration 27Q: 3 clusters Score -1.339299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129022 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13392996.000000 Penalty: 3827.421387
	Iteration 28Q: 3 clusters Score -1.3393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129022 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13392996.000000 Penalty: 3827.421387
	Iteration 29F: 3 clusters Score -1.3393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 129022 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 13097 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 5801 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 117922 members 
Mstep: Class 27 contains 20986 members 
Mstep: Class 28 contains 1159 members 
Entering Unmasked Estep 
Score: -100885968.000000 Penalty: 62738.656250
Splitting cluster 19 changes total score from -100858056.000000 to -100885968.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31951 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 122667 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 10 contains 140065 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 178676 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 90260 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 129022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100894784.000000 Penalty: 62738.656250
Iteration 39Q: 29 clusters Score -1.008948e+08 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 31359 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 121825 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 15258 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 142642 members 
Mstep: Class 11 contains 11465 members 
Mstep: Class 12 contains 178684 members 
Mstep: Class 13 contains 6471 members 
Mstep: Class 14 contains 90256 members 
Mstep: Class 15 contains 8757 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 25881 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 129342 members 
Mstep: Class 20 contains 6112 members 
Mstep: Class 21 contains 18708 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 1780 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 117204 members 
Mstep: Class 27 contains 20768 members 
Mstep: Class 28 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908624.000000 Penalty: 62738.656250
Iteration 40F: 29 clusters Score -1.009086e+08 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 30842 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 121886 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 15197 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 143144 members 
Mstep: Class 11 contains 11214 members 
Mstep: Class 12 contains 177752 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 89758 members 
Mstep: Class 15 contains 8701 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 25649 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 128469 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 19389 members 
Mstep: Class 22 contains 12747 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 6029 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 116955 members 
Mstep: Class 27 contains 21787 members 
Mstep: Class 28 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100916488.000000 Penalty: 62738.656250
Iteration 41Q: 29 clusters Score -1.009165e+08 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 30474 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 121875 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 750 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 143958 members 
Mstep: Class 11 contains 10930 members 
Mstep: Class 12 contains 176854 members 
Mstep: Class 13 contains 6552 members 
Mstep: Class 14 contains 89475 members 
Mstep: Class 15 contains 8696 members 
Mstep: Class 16 contains 4518 members 
Mstep: Class 17 contains 25398 members 
Mstep: Class 18 contains 1799 members 
Mstep: Class 19 contains 128004 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 19800 members 
Mstep: Class 22 contains 13012 members 
Mstep: Class 23 contains 1684 members 
Mstep: Class 24 contains 6266 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 116660 members 
Mstep: Class 27 contains 22600 members 
Mstep: Class 28 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921440.000000 Penalty: 62738.656250
Iteration 42Q: 29 clusters Score -1.009214e+08 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 30114 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 121802 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 15168 members 
Mstep: Class 8 contains 1016 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 144945 members 
Mstep: Class 11 contains 10662 members 
Mstep: Class 12 contains 176164 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 89304 members 
Mstep: Class 15 contains 8701 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 25134 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 127719 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 20001 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 1619 members 
Mstep: Class 24 contains 6409 members 
Mstep: Class 25 contains 2836 members 
Mstep: Class 26 contains 116426 members 
Mstep: Class 27 contains 23214 members 
Mstep: Class 28 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100924640.000000 Penalty: 62738.656250
Iteration 43Q: 29 clusters Score -1.009246e+08 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 29764 members 
Mstep: Class 3 contains 2239 members 
Mstep: Class 4 contains 121692 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 146048 members 
Mstep: Class 11 contains 10412 members 
Mstep: Class 12 contains 175610 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 89199 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 4837 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 127502 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 20127 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 1589 members 
Mstep: Class 24 contains 6518 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 116209 members 
Mstep: Class 27 contains 23752 members 
Mstep: Class 28 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100927768.000000 Penalty: 62738.656250
Iteration 44Q: 29 clusters Score -1.009278e+08 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 29375 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 121599 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 147104 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 175181 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 89121 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 4949 members 
Mstep: Class 17 contains 24510 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 127377 members 
Mstep: Class 20 contains 5659 members 
Mstep: Class 21 contains 20209 members 
Mstep: Class 22 contains 13213 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 6594 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 116011 members 
Mstep: Class 27 contains 24224 members 
Mstep: Class 28 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100931176.000000 Penalty: 62738.656250
Iteration 45Q: 29 clusters Score -1.009312e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 28974 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 121544 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 148152 members 
Mstep: Class 11 contains 9949 members 
Mstep: Class 12 contains 174820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 89057 members 
Mstep: Class 15 contains 8758 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 24245 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 127224 members 
Mstep: Class 20 contains 5554 members 
Mstep: Class 21 contains 20261 members 
Mstep: Class 22 contains 13195 members 
Mstep: Class 23 contains 1580 members 
Mstep: Class 24 contains 6648 members 
Mstep: Class 25 contains 3154 members 
Mstep: Class 26 contains 115823 members 
Mstep: Class 27 contains 24648 members 
Mstep: Class 28 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100933536.000000 Penalty: 62738.656250
Iteration 46Q: 29 clusters Score -1.009335e+08 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 28514 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 121484 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 149198 members 
Mstep: Class 11 contains 9726 members 
Mstep: Class 12 contains 174575 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 89000 members 
Mstep: Class 15 contains 8776 members 
Mstep: Class 16 contains 5150 members 
Mstep: Class 17 contains 24033 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 127065 members 
Mstep: Class 20 contains 5450 members 
Mstep: Class 21 contains 20293 members 
Mstep: Class 22 contains 13189 members 
Mstep: Class 23 contains 1580 members 
Mstep: Class 24 contains 6701 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 115608 members 
Mstep: Class 27 contains 24989 members 
Mstep: Class 28 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100935976.000000 Penalty: 62738.656250
Iteration 47Q: 29 clusters Score -1.00936e+08 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 28072 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 121563 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 150194 members 
Mstep: Class 11 contains 9476 members 
Mstep: Class 12 contains 174345 members 
Mstep: Class 13 contains 6416 members 
Mstep: Class 14 contains 88964 members 
Mstep: Class 15 contains 8763 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 23813 members 
Mstep: Class 18 contains 2228 members 
Mstep: Class 19 contains 126927 members 
Mstep: Class 20 contains 5346 members 
Mstep: Class 21 contains 20300 members 
Mstep: Class 22 contains 13194 members 
Mstep: Class 23 contains 1589 members 
Mstep: Class 24 contains 6741 members 
Mstep: Class 25 contains 3258 members 
Mstep: Class 26 contains 115414 members 
Mstep: Class 27 contains 25276 members 
Mstep: Class 28 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100938136.000000 Penalty: 62738.656250
Iteration 48Q: 29 clusters Score -1.009381e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 27615 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 121462 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 14880 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 151160 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 174309 members 
Mstep: Class 13 contains 6397 members 
Mstep: Class 14 contains 88943 members 
Mstep: Class 15 contains 8762 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 23584 members 
Mstep: Class 18 contains 2288 members 
Mstep: Class 19 contains 126781 members 
Mstep: Class 20 contains 5244 members 
Mstep: Class 21 contains 20301 members 
Mstep: Class 22 contains 13201 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 6771 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 115238 members 
Mstep: Class 27 contains 25506 members 
Mstep: Class 28 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100940312.000000 Penalty: 62738.656250
Iteration 49Q: 29 clusters Score -1.009403e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 27103 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 121331 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 152098 members 
Mstep: Class 11 contains 9095 members 
Mstep: Class 12 contains 174390 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 88927 members 
Mstep: Class 15 contains 8763 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 23330 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 126671 members 
Mstep: Class 20 contains 5154 members 
Mstep: Class 21 contains 20320 members 
Mstep: Class 22 contains 13201 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 6796 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 115074 members 
Mstep: Class 27 contains 25706 members 
Mstep: Class 28 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100941632.000000 Penalty: 62738.656250
Iteration 50Q: 29 clusters Score -1.009416e+08 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 26615 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 121100 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 2425 members 
Mstep: Class 10 contains 152944 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 174652 members 
Mstep: Class 13 contains 6343 members 
Mstep: Class 14 contains 88917 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 23078 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 126572 members 
Mstep: Class 20 contains 5071 members 
Mstep: Class 21 contains 20333 members 
Mstep: Class 22 contains 13184 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 6829 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 114935 members 
Mstep: Class 27 contains 25901 members 
Mstep: Class 28 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100943008.000000 Penalty: 62738.656250
Iteration 51Q: 29 clusters Score -1.00943e+08 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 26109 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 120890 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 153861 members 
Mstep: Class 11 contains 8778 members 
Mstep: Class 12 contains 174925 members 
Mstep: Class 13 contains 6323 members 
Mstep: Class 14 contains 88894 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 22846 members 
Mstep: Class 18 contains 2499 members 
Mstep: Class 19 contains 126458 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 20333 members 
Mstep: Class 22 contains 13169 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 6862 members 
Mstep: Class 25 contains 3228 members 
Mstep: Class 26 contains 114772 members 
Mstep: Class 27 contains 26044 members 
Mstep: Class 28 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100944512.000000 Penalty: 62738.656250
Iteration 52Q: 29 clusters Score -1.009445e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 25596 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 120618 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 154774 members 
Mstep: Class 11 contains 8612 members 
Mstep: Class 12 contains 175273 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 88873 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 22638 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 126339 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 20327 members 
Mstep: Class 22 contains 13152 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 6897 members 
Mstep: Class 25 contains 3215 members 
Mstep: Class 26 contains 114616 members 
Mstep: Class 27 contains 26140 members 
Mstep: Class 28 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100945872.000000 Penalty: 62738.656250
Iteration 53Q: 29 clusters Score -1.009459e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 25061 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 120426 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 155599 members 
Mstep: Class 11 contains 8456 members 
Mstep: Class 12 contains 175584 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 88850 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 22449 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 126213 members 
Mstep: Class 20 contains 4863 members 
Mstep: Class 21 contains 20325 members 
Mstep: Class 22 contains 13124 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 6936 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 114490 members 
Mstep: Class 27 contains 26236 members 
Mstep: Class 28 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100947504.000000 Penalty: 62738.656250
Iteration 54Q: 29 clusters Score -1.009475e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 24520 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 120247 members 
Mstep: Class 5 contains 1724 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 156314 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 175947 members 
Mstep: Class 13 contains 6251 members 
Mstep: Class 14 contains 88831 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 22275 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 126118 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 20317 members 
Mstep: Class 22 contains 13109 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 6973 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 114378 members 
Mstep: Class 27 contains 26312 members 
Mstep: Class 28 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100948392.000000 Penalty: 62738.656250
Iteration 55Q: 29 clusters Score -1.009484e+08 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 24002 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 120081 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 156980 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 176326 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 88820 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 22097 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 126036 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 20320 members 
Mstep: Class 22 contains 13099 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 7007 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 114256 members 
Mstep: Class 27 contains 26368 members 
Mstep: Class 28 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100949384.000000 Penalty: 62738.656250
Iteration 56Q: 29 clusters Score -1.009494e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 23480 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 119953 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 422 members 
Mstep: Class 7 contains 14926 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 157620 members 
Mstep: Class 11 contains 8071 members 
Mstep: Class 12 contains 176714 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 88797 members 
Mstep: Class 15 contains 8802 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 21919 members 
Mstep: Class 18 contains 2872 members 
Mstep: Class 19 contains 125942 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 20319 members 
Mstep: Class 22 contains 13094 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 114150 members 
Mstep: Class 27 contains 26418 members 
Mstep: Class 28 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100950192.000000 Penalty: 62738.656250
Iteration 57Q: 29 clusters Score -1.009502e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 22975 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 119847 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 422 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 158192 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 177094 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 88769 members 
Mstep: Class 15 contains 8812 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 21741 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 125891 members 
Mstep: Class 20 contains 4712 members 
Mstep: Class 21 contains 20312 members 
Mstep: Class 22 contains 13086 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 7068 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 114045 members 
Mstep: Class 27 contains 26472 members 
Mstep: Class 28 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100951200.000000 Penalty: 62738.656250
Iteration 58Q: 29 clusters Score -1.009512e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 22501 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 119762 members 
Mstep: Class 5 contains 1773 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 14939 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 158760 members 
Mstep: Class 11 contains 7863 members 
Mstep: Class 12 contains 177434 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 88742 members 
Mstep: Class 15 contains 8815 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 21561 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 125811 members 
Mstep: Class 20 contains 4682 members 
Mstep: Class 21 contains 20303 members 
Mstep: Class 22 contains 13077 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 3167 members 
Mstep: Class 26 contains 113950 members 
Mstep: Class 27 contains 26534 members 
Mstep: Class 28 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100951736.000000 Penalty: 62738.656250
Iteration 59Q: 29 clusters Score -1.009517e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 22108 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 119714 members 
Mstep: Class 5 contains 1779 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 159303 members 
Mstep: Class 11 contains 7771 members 
Mstep: Class 12 contains 177672 members 
Mstep: Class 13 contains 6176 members 
Mstep: Class 14 contains 88729 members 
Mstep: Class 15 contains 8834 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 17 contains 21397 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 125747 members 
Mstep: Class 20 contains 4654 members 
Mstep: Class 21 contains 20289 members 
Mstep: Class 22 contains 13073 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 113849 members 
Mstep: Class 27 contains 26585 members 
Mstep: Class 28 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100957448.000000 Penalty: 62738.656250
Iteration 60F: 29 clusters Score -1.009574e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 119625 members 
Mstep: Class 5 contains 1787 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 14925 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 159786 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 177938 members 
Mstep: Class 13 contains 6165 members 
Mstep: Class 14 contains 88712 members 
Mstep: Class 15 contains 8835 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 21243 members 
Mstep: Class 18 contains 3030 members 
Mstep: Class 19 contains 125703 members 
Mstep: Class 20 contains 4630 members 
Mstep: Class 21 contains 20268 members 
Mstep: Class 22 contains 12976 members 
Mstep: Class 23 contains 1497 members 
Mstep: Class 24 contains 7140 members 
Mstep: Class 25 contains 3226 members 
Mstep: Class 26 contains 113755 members 
Mstep: Class 27 contains 26609 members 
Mstep: Class 28 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100960352.000000 Penalty: 62738.656250
Iteration 61Q: 29 clusters Score -1.009604e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 21445 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 119557 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 14938 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 160247 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 178190 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 88691 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 21106 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 125655 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 20251 members 
Mstep: Class 22 contains 12897 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 3294 members 
Mstep: Class 26 contains 113625 members 
Mstep: Class 27 contains 26649 members 
Mstep: Class 28 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100961360.000000 Penalty: 62738.656250
Iteration 62Q: 29 clusters Score -1.009614e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 21108 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 119499 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 160678 members 
Mstep: Class 11 contains 7562 members 
Mstep: Class 12 contains 178448 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 88673 members 
Mstep: Class 15 contains 8854 members 
Mstep: Class 16 contains 5881 members 
Mstep: Class 17 contains 20998 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 125586 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 20202 members 
Mstep: Class 22 contains 12716 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 7179 members 
Mstep: Class 25 contains 3459 members 
Mstep: Class 26 contains 113508 members 
Mstep: Class 27 contains 26704 members 
Mstep: Class 28 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100962632.000000 Penalty: 62738.656250
Iteration 63Q: 29 clusters Score -1.009626e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 20788 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 119530 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 161015 members 
Mstep: Class 11 contains 7514 members 
Mstep: Class 12 contains 178661 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 88661 members 
Mstep: Class 15 contains 8848 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 20889 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 125545 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 20167 members 
Mstep: Class 22 contains 12428 members 
Mstep: Class 23 contains 1414 members 
Mstep: Class 24 contains 7200 members 
Mstep: Class 25 contains 3682 members 
Mstep: Class 26 contains 113383 members 
Mstep: Class 27 contains 26745 members 
Mstep: Class 28 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100963880.000000 Penalty: 62738.656250
Iteration 64Q: 29 clusters Score -1.009639e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 20464 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 119566 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 447 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 161335 members 
Mstep: Class 11 contains 7463 members 
Mstep: Class 12 contains 178864 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 88650 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 6060 members 
Mstep: Class 17 contains 20788 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 125540 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 21 contains 20149 members 
Mstep: Class 22 contains 12279 members 
Mstep: Class 23 contains 1397 members 
Mstep: Class 24 contains 7213 members 
Mstep: Class 25 contains 3750 members 
Mstep: Class 26 contains 113259 members 
Mstep: Class 27 contains 26789 members 
Mstep: Class 28 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100964720.000000 Penalty: 62738.656250
Iteration 65Q: 29 clusters Score -1.009647e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 20152 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 119628 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 14958 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 161633 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 179006 members 
Mstep: Class 13 contains 6137 members 
Mstep: Class 14 contains 88638 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 6162 members 
Mstep: Class 17 contains 20692 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 125542 members 
Mstep: Class 20 contains 4547 members 
Mstep: Class 21 contains 20131 members 
Mstep: Class 22 contains 12196 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 7221 members 
Mstep: Class 25 contains 3746 members 
Mstep: Class 26 contains 113150 members 
Mstep: Class 27 contains 26837 members 
Mstep: Class 28 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100965272.000000 Penalty: 62738.656250
Iteration 66Q: 29 clusters Score -1.009653e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 19861 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 119680 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 161893 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 179148 members 
Mstep: Class 13 contains 6134 members 
Mstep: Class 14 contains 88626 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 6263 members 
Mstep: Class 17 contains 20612 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 125547 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 20122 members 
Mstep: Class 22 contains 12154 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 7227 members 
Mstep: Class 25 contains 3707 members 
Mstep: Class 26 contains 113044 members 
Mstep: Class 27 contains 26878 members 
Mstep: Class 28 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100965616.000000 Penalty: 62738.656250
Iteration 67Q: 29 clusters Score -1.009656e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 19592 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 119694 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 14957 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 162139 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 179322 members 
Mstep: Class 13 contains 6125 members 
Mstep: Class 14 contains 88618 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 20542 members 
Mstep: Class 18 contains 3226 members 
Mstep: Class 19 contains 125537 members 
Mstep: Class 20 contains 4526 members 
Mstep: Class 21 contains 20116 members 
Mstep: Class 22 contains 12116 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 7239 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 112935 members 
Mstep: Class 27 contains 26903 members 
Mstep: Class 28 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100965640.000000 Penalty: 62738.656250
Iteration 68Q: 29 clusters Score -1.009656e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 19347 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 119684 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 162372 members 
Mstep: Class 11 contains 7310 members 
Mstep: Class 12 contains 179492 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 88610 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 6477 members 
Mstep: Class 17 contains 20455 members 
Mstep: Class 18 contains 3240 members 
Mstep: Class 19 contains 125540 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 21 contains 20111 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 7244 members 
Mstep: Class 25 contains 3601 members 
Mstep: Class 26 contains 112857 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100965800.000000 Penalty: 62738.656250
Iteration 69Q: 29 clusters Score -1.009658e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 19125 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 119680 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 14947 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 162585 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 179647 members 
Mstep: Class 13 contains 6123 members 
Mstep: Class 14 contains 88607 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 20376 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 125511 members 
Mstep: Class 20 contains 4516 members 
Mstep: Class 21 contains 20106 members 
Mstep: Class 22 contains 12072 members 
Mstep: Class 23 contains 1339 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 3566 members 
Mstep: Class 26 contains 112775 members 
Mstep: Class 27 contains 26949 members 
Mstep: Class 28 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100965856.000000 Penalty: 62738.656250
Iteration 70Q: 29 clusters Score -1.009659e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 18941 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 119647 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 14938 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 162785 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 179810 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 88607 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 20308 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 125487 members 
Mstep: Class 20 contains 4508 members 
Mstep: Class 21 contains 20106 members 
Mstep: Class 22 contains 12062 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 3525 members 
Mstep: Class 26 contains 112703 members 
Mstep: Class 27 contains 26958 members 
Mstep: Class 28 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100965944.000000 Penalty: 62738.656250
Iteration 71Q: 29 clusters Score -1.009659e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 18757 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 119602 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 162982 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 179978 members 
Mstep: Class 13 contains 6119 members 
Mstep: Class 14 contains 88603 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 20248 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 125481 members 
Mstep: Class 20 contains 4498 members 
Mstep: Class 21 contains 20088 members 
Mstep: Class 22 contains 12053 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 3455 members 
Mstep: Class 26 contains 112651 members 
Mstep: Class 27 contains 26971 members 
Mstep: Class 28 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100966096.000000 Penalty: 62738.656250
Iteration 72Q: 29 clusters Score -1.009661e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 18619 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 119522 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 163183 members 
Mstep: Class 11 contains 7206 members 
Mstep: Class 12 contains 180137 members 
Mstep: Class 13 contains 6120 members 
Mstep: Class 14 contains 88599 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 125452 members 
Mstep: Class 20 contains 4491 members 
Mstep: Class 21 contains 20086 members 
Mstep: Class 22 contains 12038 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 7255 members 
Mstep: Class 25 contains 3399 members 
Mstep: Class 26 contains 112577 members 
Mstep: Class 27 contains 26974 members 
Mstep: Class 28 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100966048.000000 Penalty: 62738.656250
Iteration 73Q: 29 clusters Score -1.00966e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 18457 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 119473 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 163368 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 180277 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 88596 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 6944 members 
Mstep: Class 17 contains 20141 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 125437 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 12033 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7259 members 
Mstep: Class 25 contains 3336 members 
Mstep: Class 26 contains 112517 members 
Mstep: Class 27 contains 26981 members 
Mstep: Class 28 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100966176.000000 Penalty: 62738.656250
Iteration 74Q: 29 clusters Score -1.009662e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 18308 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 119429 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 163542 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 180409 members 
Mstep: Class 13 contains 6120 members 
Mstep: Class 14 contains 88598 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 20095 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 125420 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 20073 members 
Mstep: Class 22 contains 12024 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7259 members 
Mstep: Class 25 contains 3272 members 
Mstep: Class 26 contains 112469 members 
Mstep: Class 27 contains 26991 members 
Mstep: Class 28 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100966152.000000 Penalty: 62738.656250
Iteration 75Q: 29 clusters Score -1.009662e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 18171 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 119392 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 163720 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 180534 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88599 members 
Mstep: Class 15 contains 8757 members 
Mstep: Class 16 contains 7064 members 
Mstep: Class 17 contains 20044 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 125412 members 
Mstep: Class 20 contains 4475 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 12010 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 3207 members 
Mstep: Class 26 contains 112427 members 
Mstep: Class 27 contains 26999 members 
Mstep: Class 28 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100966184.000000 Penalty: 62738.656250
Iteration 76Q: 29 clusters Score -1.009662e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 18018 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 119358 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 163910 members 
Mstep: Class 11 contains 7090 members 
Mstep: Class 12 contains 180641 members 
Mstep: Class 13 contains 6118 members 
Mstep: Class 14 contains 88596 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 20010 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 125383 members 
Mstep: Class 20 contains 4471 members 
Mstep: Class 21 contains 20080 members 
Mstep: Class 22 contains 12006 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7266 members 
Mstep: Class 25 contains 3152 members 
Mstep: Class 26 contains 112384 members 
Mstep: Class 27 contains 27006 members 
Mstep: Class 28 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100966232.000000 Penalty: 62738.656250
Iteration 77Q: 29 clusters Score -1.009662e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 4 contains 119329 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164099 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 180739 members 
Mstep: Class 13 contains 6118 members 
Mstep: Class 14 contains 88590 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 7140 members 
Mstep: Class 17 contains 19965 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 125359 members 
Mstep: Class 20 contains 4461 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 12001 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7268 members 
Mstep: Class 25 contains 3100 members 
Mstep: Class 26 contains 112351 members 
Mstep: Class 27 contains 27014 members 
Mstep: Class 28 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100966096.000000 Penalty: 62738.656250
Iteration 78Q: 29 clusters Score -1.009661e+08 nChanged 562
Entering ConstructFrom: 
Score: -100966096.000000 Penalty: 62738.656250
Entering ConstructFrom: 
Trying to split cluster 1 (12861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Entering Unmasked Estep 
Score: -1382712.875000 Penalty: 1537.567749
	Iteration 0F: 2 clusters Score -1382713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1373673.375000 Penalty: 3075.135498
	Iteration 0F: 3 clusters Score -1373673 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1376656.750000 Penalty: 3075.135498
	Iteration 1F: 3 clusters Score -1376657 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1376939.125000 Penalty: 3075.135498
	Iteration 2F: 3 clusters Score -1376939 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1377193.750000 Penalty: 3075.135498
	Iteration 3F: 3 clusters Score -1377194 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1377442.375000 Penalty: 3075.135498
	Iteration 4Q: 3 clusters Score -1377442 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1377746.000000 Penalty: 3075.135498
	Iteration 5Q: 3 clusters Score -1377746 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1378098.125000 Penalty: 3075.135498
	Iteration 6F: 3 clusters Score -1378098 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1378496.625000 Penalty: 3075.135498
	Iteration 7F: 3 clusters Score -1378497 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1378942.625000 Penalty: 3075.135498
	Iteration 8F: 3 clusters Score -1378943 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1379371.625000 Penalty: 3075.135498
	Iteration 9F: 3 clusters Score -1379372 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1379726.000000 Penalty: 3075.135498
	Iteration 10Q: 3 clusters Score -1379726 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1380018.125000 Penalty: 3075.135498
	Iteration 11Q: 3 clusters Score -1380018 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1380262.125000 Penalty: 3075.135498
	Iteration 12Q: 3 clusters Score -1380262 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1380491.250000 Penalty: 3075.135498
	Iteration 13Q: 3 clusters Score -1380491 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1380713.875000 Penalty: 3075.135498
	Iteration 14Q: 3 clusters Score -1380714 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1380912.500000 Penalty: 3075.135498
	Iteration 15Q: 3 clusters Score -1380912 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1381052.875000 Penalty: 3075.135498
	Iteration 16Q: 3 clusters Score -1381053 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1381174.500000 Penalty: 3075.135498
	Iteration 17Q: 3 clusters Score -1381174 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1381263.875000 Penalty: 3075.135498
	Iteration 18Q: 3 clusters Score -1381264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1381342.750000 Penalty: 3075.135498
	Iteration 19Q: 3 clusters Score -1381343 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1381399.250000 Penalty: 3075.135498
	Iteration 20F: 3 clusters Score -1381399 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1381429.625000 Penalty: 3075.135498
	Iteration 21Q: 3 clusters Score -1381430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1381450.625000 Penalty: 3075.135498
	Iteration 22Q: 3 clusters Score -1381451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1381476.625000 Penalty: 3075.135498
	Iteration 23Q: 3 clusters Score -1381477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1381499.375000 Penalty: 3075.135498
	Iteration 24Q: 3 clusters Score -1381499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1381519.000000 Penalty: 3075.135498
	Iteration 25Q: 3 clusters Score -1381519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1381521.750000 Penalty: 3075.135498
	Iteration 26Q: 3 clusters Score -1381522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1381530.750000 Penalty: 3075.135498
	Iteration 27Q: 3 clusters Score -1381531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1381535.250000 Penalty: 3075.135498
	Iteration 28Q: 3 clusters Score -1381535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1381539.000000 Penalty: 3075.135498
	Iteration 29Q: 3 clusters Score -1381539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1381548.500000 Penalty: 3075.135498
	Iteration 30Q: 3 clusters Score -1381548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1381552.875000 Penalty: 3075.135498
	Iteration 31Q: 3 clusters Score -1381553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1381559.750000 Penalty: 3075.135498
	Iteration 32Q: 3 clusters Score -1381560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1381563.625000 Penalty: 3075.135498
	Iteration 33Q: 3 clusters Score -1381564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1381568.375000 Penalty: 3075.135498
	Iteration 34Q: 3 clusters Score -1381568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1381574.625000 Penalty: 3075.135498
	Iteration 35Q: 3 clusters Score -1381575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1381577.875000 Penalty: 3075.135498
	Iteration 36Q: 3 clusters Score -1381578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1381580.625000 Penalty: 3075.135498
	Iteration 37Q: 3 clusters Score -1381581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1381583.000000 Penalty: 3075.135498
	Iteration 38Q: 3 clusters Score -1381583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1381583.000000 Penalty: 3075.135498
	Iteration 39Q: 3 clusters Score -1381583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1381582.875000 Penalty: 3075.135498
	Iteration 40F: 3 clusters Score -1381583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1381585.500000 Penalty: 3075.135498
	Iteration 41Q: 3 clusters Score -1381586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1381586.375000 Penalty: 3075.135498
	Iteration 42Q: 3 clusters Score -1381586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1381586.125000 Penalty: 3075.135498
	Iteration 43Q: 3 clusters Score -1381586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1381589.875000 Penalty: 3075.135498
	Iteration 44Q: 3 clusters Score -1381590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1381589.750000 Penalty: 3075.135498
	Iteration 45Q: 3 clusters Score -1381590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1381591.625000 Penalty: 3075.135498
	Iteration 46Q: 3 clusters Score -1381592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1381590.875000 Penalty: 3075.135498
	Iteration 47Q: 3 clusters Score -1381591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1381592.875000 Penalty: 3075.135498
	Iteration 48Q: 3 clusters Score -1381593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1381593.000000 Penalty: 3075.135498
	Iteration 49Q: 3 clusters Score -1381593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1381593.875000 Penalty: 3075.135498
	Iteration 50Q: 3 clusters Score -1381594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1381595.125000 Penalty: 3075.135498
	Iteration 51Q: 3 clusters Score -1381595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1381595.625000 Penalty: 3075.135498
	Iteration 52Q: 3 clusters Score -1381596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1381600.625000 Penalty: 3075.135498
	Iteration 53Q: 3 clusters Score -1381601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1381599.500000 Penalty: 3075.135498
	Iteration 54Q: 3 clusters Score -1381600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1381604.000000 Penalty: 3075.135498
	Iteration 55Q: 3 clusters Score -1381604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1381604.500000 Penalty: 3075.135498
	Iteration 56Q: 3 clusters Score -1381604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1381611.375000 Penalty: 3075.135498
	Iteration 57Q: 3 clusters Score -1381611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1381616.875000 Penalty: 3075.135498
	Iteration 58Q: 3 clusters Score -1381617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1381616.500000 Penalty: 3075.135498
	Iteration 59Q: 3 clusters Score -1381616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1381616.875000 Penalty: 3075.135498
	Iteration 60F: 3 clusters Score -1381617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1381620.125000 Penalty: 3075.135498
	Iteration 61Q: 3 clusters Score -1381620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1381623.375000 Penalty: 3075.135498
	Iteration 62Q: 3 clusters Score -1381623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1381622.500000 Penalty: 3075.135498
	Iteration 63Q: 3 clusters Score -1381622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1381625.625000 Penalty: 3075.135498
	Iteration 64Q: 3 clusters Score -1381626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1381625.250000 Penalty: 3075.135498
	Iteration 65Q: 3 clusters Score -1381625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1381623.625000 Penalty: 3075.135498
	Iteration 66Q: 3 clusters Score -1381624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1381623.625000 Penalty: 3075.135498
	Iteration 67F: 3 clusters Score -1381624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Entering Unmasked Estep 
Score: -1921171.000000 Penalty: 1590.124146
	Iteration 0F: 2 clusters Score -1921171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1908882.750000 Penalty: 3180.248291
	Iteration 0F: 3 clusters Score -1908883 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1913325.000000 Penalty: 3180.248291
	Iteration 1F: 3 clusters Score -1913325 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1913663.500000 Penalty: 3180.248291
	Iteration 2F: 3 clusters Score -1913664 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1913958.500000 Penalty: 3180.248291
	Iteration 3Q: 3 clusters Score -1913958 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1914266.875000 Penalty: 3180.248291
	Iteration 4Q: 3 clusters Score -1914267 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1914621.125000 Penalty: 3180.248291
	Iteration 5Q: 3 clusters Score -1914621 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1915061.500000 Penalty: 3180.248291
	Iteration 6Q: 3 clusters Score -1915062 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1915681.500000 Penalty: 3180.248291
	Iteration 7F: 3 clusters Score -1915682 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1916688.125000 Penalty: 3180.248291
	Iteration 8F: 3 clusters Score -1916688 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1918155.500000 Penalty: 3180.248291
	Iteration 9F: 3 clusters Score -1918156 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1919650.375000 Penalty: 3180.248291
	Iteration 10F: 3 clusters Score -1919650 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1920712.500000 Penalty: 3180.248291
	Iteration 11F: 3 clusters Score -1920712 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1921267.500000 Penalty: 3180.248291
	Iteration 12Q: 3 clusters Score -1921268 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1921509.625000 Penalty: 3180.248291
	Iteration 13Q: 3 clusters Score -1921510 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1921592.500000 Penalty: 3180.248291
	Iteration 14Q: 3 clusters Score -1921592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1921624.875000 Penalty: 3180.248291
	Iteration 15Q: 3 clusters Score -1921625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1921637.625000 Penalty: 3180.248291
	Iteration 16Q: 3 clusters Score -1921638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1921642.875000 Penalty: 3180.248291
	Iteration 17Q: 3 clusters Score -1921643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1921644.375000 Penalty: 3180.248291
	Iteration 18Q: 3 clusters Score -1921644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1921644.500000 Penalty: 3180.248291
	Iteration 19Q: 3 clusters Score -1921644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1921642.375000 Penalty: 3180.248291
	Iteration 20F: 3 clusters Score -1921642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1921646.125000 Penalty: 3180.248291
	Iteration 21Q: 3 clusters Score -1921646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1921652.750000 Penalty: 3180.248291
	Iteration 22Q: 3 clusters Score -1921653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1921650.875000 Penalty: 3180.248291
	Iteration 23Q: 3 clusters Score -1921651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1921650.750000 Penalty: 3180.248291
	Iteration 24Q: 3 clusters Score -1921651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1921652.250000 Penalty: 3180.248291
	Iteration 25Q: 3 clusters Score -1921652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1921655.000000 Penalty: 3180.248291
	Iteration 26Q: 3 clusters Score -1921655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1921652.500000 Penalty: 3180.248291
	Iteration 27Q: 3 clusters Score -1921652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1921651.375000 Penalty: 3180.248291
	Iteration 28Q: 3 clusters Score -1921651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1921651.625000 Penalty: 3180.248291
	Iteration 29Q: 3 clusters Score -1921652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1921653.125000 Penalty: 3180.248291
	Iteration 30Q: 3 clusters Score -1921653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1921651.500000 Penalty: 3180.248291
	Iteration 31Q: 3 clusters Score -1921652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1921652.750000 Penalty: 3180.248291
	Iteration 32Q: 3 clusters Score -1921653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1921654.500000 Penalty: 3180.248291
	Iteration 33Q: 3 clusters Score -1921654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1921653.000000 Penalty: 3180.248291
	Iteration 34Q: 3 clusters Score -1921653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1921653.750000 Penalty: 3180.248291
	Iteration 35Q: 3 clusters Score -1921654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1921655.375000 Penalty: 3180.248291
	Iteration 36Q: 3 clusters Score -1921655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1921654.000000 Penalty: 3180.248291
	Iteration 37Q: 3 clusters Score -1921654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1921652.375000 Penalty: 3180.248291
	Iteration 38Q: 3 clusters Score -1921652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1921651.375000 Penalty: 3180.248291
	Iteration 39Q: 3 clusters Score -1921651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1921651.375000 Penalty: 3180.248291
	Iteration 40F: 3 clusters Score -1921651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 180833 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 125353 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 7090 members 
Entering Unmasked Estep 
Score: -100965320.000000 Penalty: 64979.320312
Splitting cluster 2 changes total score from -100966096.000000 to -100965320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -236435.640625 Penalty: 1277.530640
	Iteration 0F: 2 clusters Score -236435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -234074.421875 Penalty: 2555.061279
	Iteration 0F: 3 clusters Score -234074.4 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -234875.234375 Penalty: 2555.061279
	Iteration 1F: 3 clusters Score -234875.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -235248.921875 Penalty: 2555.061279
	Iteration 2F: 3 clusters Score -235248.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -235553.812500 Penalty: 2555.061279
	Iteration 3F: 3 clusters Score -235553.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -235754.406250 Penalty: 2555.061279
	Iteration 4F: 3 clusters Score -235754.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -235874.250000 Penalty: 2555.061279
	Iteration 5Q: 3 clusters Score -235874.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -235938.984375 Penalty: 2555.061279
	Iteration 6Q: 3 clusters Score -235939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -235981.593750 Penalty: 2555.061279
	Iteration 7Q: 3 clusters Score -235981.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -236019.687500 Penalty: 2555.061279
	Iteration 8Q: 3 clusters Score -236019.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -236047.593750 Penalty: 2555.061279
	Iteration 9Q: 3 clusters Score -236047.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -236066.000000 Penalty: 2555.061279
	Iteration 10Q: 3 clusters Score -236066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -236079.859375 Penalty: 2555.061279
	Iteration 11Q: 3 clusters Score -236079.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -236098.796875 Penalty: 2555.061279
	Iteration 12Q: 3 clusters Score -236098.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -236120.937500 Penalty: 2555.061279
	Iteration 13Q: 3 clusters Score -236120.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -236142.062500 Penalty: 2555.061279
	Iteration 14Q: 3 clusters Score -236142.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -236165.843750 Penalty: 2555.061279
	Iteration 15Q: 3 clusters Score -236165.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -236186.843750 Penalty: 2555.061279
	Iteration 16Q: 3 clusters Score -236186.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -236200.125000 Penalty: 2555.061279
	Iteration 17Q: 3 clusters Score -236200.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -236214.906250 Penalty: 2555.061279
	Iteration 18Q: 3 clusters Score -236214.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -236236.906250 Penalty: 2555.061279
	Iteration 19Q: 3 clusters Score -236236.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -236262.609375 Penalty: 2555.061279
	Iteration 20F: 3 clusters Score -236262.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -236280.734375 Penalty: 2555.061279
	Iteration 21Q: 3 clusters Score -236280.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -236292.484375 Penalty: 2555.061279
	Iteration 22Q: 3 clusters Score -236292.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -236311.140625 Penalty: 2555.061279
	Iteration 23Q: 3 clusters Score -236311.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -236340.140625 Penalty: 2555.061279
	Iteration 24Q: 3 clusters Score -236340.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -236363.734375 Penalty: 2555.061279
	Iteration 25Q: 3 clusters Score -236363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -236385.078125 Penalty: 2555.061279
	Iteration 26Q: 3 clusters Score -236385.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -236406.468750 Penalty: 2555.061279
	Iteration 27Q: 3 clusters Score -236406.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -236419.265625 Penalty: 2555.061279
	Iteration 28Q: 3 clusters Score -236419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -236426.250000 Penalty: 2555.061279
	Iteration 29Q: 3 clusters Score -236426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -236429.031250 Penalty: 2555.061279
	Iteration 30Q: 3 clusters Score -236429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -236431.031250 Penalty: 2555.061279
	Iteration 31Q: 3 clusters Score -236431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -236432.406250 Penalty: 2555.061279
	Iteration 32Q: 3 clusters Score -236432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -236432.406250 Penalty: 2555.061279
	Iteration 33F: 3 clusters Score -236432.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119308 members 
Entering Unmasked Estep 
Score: -12912113.000000 Penalty: 1899.537842
	Iteration 0F: 2 clusters Score -1.291211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -12833634.000000 Penalty: 3799.075684
	Iteration 0F: 3 clusters Score -1.283363e+07 nChanged 57340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -12866948.000000 Penalty: 3799.075684
	Iteration 1F: 3 clusters Score -1.286695e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -12867694.000000 Penalty: 3799.075684
	Iteration 2Q: 3 clusters Score -1.286769e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -12868541.000000 Penalty: 3799.075684
	Iteration 3Q: 3 clusters Score -1.286854e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -12869892.000000 Penalty: 3799.075684
	Iteration 4Q: 3 clusters Score -1.286989e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -12871851.000000 Penalty: 3799.075684
	Iteration 5Q: 3 clusters Score -1.287185e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -12875127.000000 Penalty: 3799.075684
	Iteration 6F: 3 clusters Score -1.287513e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -12880589.000000 Penalty: 3799.075684
	Iteration 7F: 3 clusters Score -1.288059e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -12888196.000000 Penalty: 3799.075684
	Iteration 8F: 3 clusters Score -1.28882e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -12896388.000000 Penalty: 3799.075684
	Iteration 9F: 3 clusters Score -1.289639e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -12902937.000000 Penalty: 3799.075684
	Iteration 10F: 3 clusters Score -1.290294e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -12907002.000000 Penalty: 3799.075684
	Iteration 11Q: 3 clusters Score -1.2907e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -12908935.000000 Penalty: 3799.075684
	Iteration 12Q: 3 clusters Score -1.290894e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12909781.000000 Penalty: 3799.075684
	Iteration 13Q: 3 clusters Score -1.290978e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12910073.000000 Penalty: 3799.075684
	Iteration 14Q: 3 clusters Score -1.291007e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12910223.000000 Penalty: 3799.075684
	Iteration 15Q: 3 clusters Score -1.291022e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12910318.000000 Penalty: 3799.075684
	Iteration 16Q: 3 clusters Score -1.291032e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118853 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12910384.000000 Penalty: 3799.075684
	Iteration 17Q: 3 clusters Score -1.291038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118894 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12910433.000000 Penalty: 3799.075684
	Iteration 18Q: 3 clusters Score -1.291043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12910441.000000 Penalty: 3799.075684
	Iteration 19Q: 3 clusters Score -1.291044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12910457.000000 Penalty: 3799.075684
	Iteration 20F: 3 clusters Score -1.291046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12910457.000000 Penalty: 3799.075684
	Iteration 21Q: 3 clusters Score -1.291046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12910481.000000 Penalty: 3799.075684
	Iteration 22Q: 3 clusters Score -1.291048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118945 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12910473.000000 Penalty: 3799.075684
	Iteration 23Q: 3 clusters Score -1.291047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12910480.000000 Penalty: 3799.075684
	Iteration 24Q: 3 clusters Score -1.291048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118952 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12910477.000000 Penalty: 3799.075684
	Iteration 25Q: 3 clusters Score -1.291048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118954 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12910492.000000 Penalty: 3799.075684
	Iteration 26Q: 3 clusters Score -1.291049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12910487.000000 Penalty: 3799.075684
	Iteration 27Q: 3 clusters Score -1.291049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12910487.000000 Penalty: 3799.075684
	Iteration 28F: 3 clusters Score -1.291049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -202080.750000 Penalty: 1234.413696
	Iteration 0F: 2 clusters Score -202080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -200002.765625 Penalty: 2468.827393
	Iteration 0F: 3 clusters Score -200002.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -200520.718750 Penalty: 2468.827393
	Iteration 1F: 3 clusters Score -200520.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200688.375000 Penalty: 2468.827393
	Iteration 2F: 3 clusters Score -200688.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -200868.625000 Penalty: 2468.827393
	Iteration 3F: 3 clusters Score -200868.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -201131.515625 Penalty: 2468.827393
	Iteration 4F: 3 clusters Score -201131.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -201422.218750 Penalty: 2468.827393
	Iteration 5F: 3 clusters Score -201422.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -201586.671875 Penalty: 2468.827393
	Iteration 6F: 3 clusters Score -201586.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -201689.687500 Penalty: 2468.827393
	Iteration 7Q: 3 clusters Score -201689.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -201758.328125 Penalty: 2468.827393
	Iteration 8Q: 3 clusters Score -201758.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -201811.546875 Penalty: 2468.827393
	Iteration 9Q: 3 clusters Score -201811.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -201847.656250 Penalty: 2468.827393
	Iteration 10Q: 3 clusters Score -201847.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -201869.406250 Penalty: 2468.827393
	Iteration 11Q: 3 clusters Score -201869.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -201891.437500 Penalty: 2468.827393
	Iteration 12Q: 3 clusters Score -201891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -201915.968750 Penalty: 2468.827393
	Iteration 13Q: 3 clusters Score -201916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -201937.265625 Penalty: 2468.827393
	Iteration 14Q: 3 clusters Score -201937.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -201954.921875 Penalty: 2468.827393
	Iteration 15Q: 3 clusters Score -201954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -201970.031250 Penalty: 2468.827393
	Iteration 16Q: 3 clusters Score -201970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -201986.234375 Penalty: 2468.827393
	Iteration 17Q: 3 clusters Score -201986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -201994.406250 Penalty: 2468.827393
	Iteration 18Q: 3 clusters Score -201994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -201996.718750 Penalty: 2468.827393
	Iteration 19Q: 3 clusters Score -201996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -201997.781250 Penalty: 2468.827393
	Iteration 20F: 3 clusters Score -201997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -32325.835938 Penalty: 989.837891
	Iteration 0F: 2 clusters Score -32325.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31388.630859 Penalty: 1979.675781
	Iteration 0F: 3 clusters Score -31388.63 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31645.697266 Penalty: 1979.675781
	Iteration 1F: 3 clusters Score -31645.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31932.632812 Penalty: 1979.675781
	Iteration 2F: 3 clusters Score -31932.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32155.138672 Penalty: 1979.675781
	Iteration 3F: 3 clusters Score -32155.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32315.003906 Penalty: 1979.675781
	Iteration 4F: 3 clusters Score -32315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32384.107422 Penalty: 1979.675781
	Iteration 5Q: 3 clusters Score -32384.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32413.328125 Penalty: 1979.675781
	Iteration 6Q: 3 clusters Score -32413.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32423.968750 Penalty: 1979.675781
	Iteration 7Q: 3 clusters Score -32423.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32434.015625 Penalty: 1979.675781
	Iteration 8Q: 3 clusters Score -32434.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32448.568359 Penalty: 1979.675781
	Iteration 9Q: 3 clusters Score -32448.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32470.958984 Penalty: 1979.675781
	Iteration 10Q: 3 clusters Score -32470.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32470.958984 Penalty: 1979.675781
	Iteration 11F: 3 clusters Score -32470.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 180833 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 125353 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 284 members 
Entering Unmasked Estep 
Score: -100964824.000000 Penalty: 64979.320312
Splitting cluster 6 changes total score from -100966096.000000 to -100964824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -1519383.750000 Penalty: 1561.142944
	Iteration 0F: 2 clusters Score -1519384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1509085.000000 Penalty: 3122.285889
	Iteration 0F: 3 clusters Score -1509085 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1512683.125000 Penalty: 3122.285889
	Iteration 1F: 3 clusters Score -1512683 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1513030.250000 Penalty: 3122.285889
	Iteration 2F: 3 clusters Score -1513030 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1513409.375000 Penalty: 3122.285889
	Iteration 3F: 3 clusters Score -1513409 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1513831.875000 Penalty: 3122.285889
	Iteration 4F: 3 clusters Score -1513832 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1514247.875000 Penalty: 3122.285889
	Iteration 5F: 3 clusters Score -1514248 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1514679.500000 Penalty: 3122.285889
	Iteration 6F: 3 clusters Score -1514680 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1515120.125000 Penalty: 3122.285889
	Iteration 7F: 3 clusters Score -1515120 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1515517.500000 Penalty: 3122.285889
	Iteration 8Q: 3 clusters Score -1515518 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1515899.500000 Penalty: 3122.285889
	Iteration 9Q: 3 clusters Score -1515900 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1516220.875000 Penalty: 3122.285889
	Iteration 10Q: 3 clusters Score -1516221 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1516500.000000 Penalty: 3122.285889
	Iteration 11Q: 3 clusters Score -1516500 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1516753.750000 Penalty: 3122.285889
	Iteration 12Q: 3 clusters Score -1516754 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1516975.000000 Penalty: 3122.285889
	Iteration 13Q: 3 clusters Score -1516975 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1517179.875000 Penalty: 3122.285889
	Iteration 14Q: 3 clusters Score -1517180 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1517357.625000 Penalty: 3122.285889
	Iteration 15Q: 3 clusters Score -1517358 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1517520.125000 Penalty: 3122.285889
	Iteration 16Q: 3 clusters Score -1517520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1517665.125000 Penalty: 3122.285889
	Iteration 17Q: 3 clusters Score -1517665 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1517805.875000 Penalty: 3122.285889
	Iteration 18Q: 3 clusters Score -1517806 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1517920.375000 Penalty: 3122.285889
	Iteration 19Q: 3 clusters Score -1517920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1518004.000000 Penalty: 3122.285889
	Iteration 20F: 3 clusters Score -1518004 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1518074.875000 Penalty: 3122.285889
	Iteration 21Q: 3 clusters Score -1518075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1518153.500000 Penalty: 3122.285889
	Iteration 22Q: 3 clusters Score -1518154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1518235.125000 Penalty: 3122.285889
	Iteration 23Q: 3 clusters Score -1518235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1518300.375000 Penalty: 3122.285889
	Iteration 24Q: 3 clusters Score -1518300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1518369.750000 Penalty: 3122.285889
	Iteration 25Q: 3 clusters Score -1518370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1518417.000000 Penalty: 3122.285889
	Iteration 26Q: 3 clusters Score -1518417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1518443.375000 Penalty: 3122.285889
	Iteration 27Q: 3 clusters Score -1518443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1518462.750000 Penalty: 3122.285889
	Iteration 28Q: 3 clusters Score -1518463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1518477.625000 Penalty: 3122.285889
	Iteration 29Q: 3 clusters Score -1518478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1518499.125000 Penalty: 3122.285889
	Iteration 30Q: 3 clusters Score -1518499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1518507.125000 Penalty: 3122.285889
	Iteration 31Q: 3 clusters Score -1518507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1518514.500000 Penalty: 3122.285889
	Iteration 32Q: 3 clusters Score -1518514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1518516.625000 Penalty: 3122.285889
	Iteration 33Q: 3 clusters Score -1518517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1518521.500000 Penalty: 3122.285889
	Iteration 34Q: 3 clusters Score -1518522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1518522.000000 Penalty: 3122.285889
	Iteration 35Q: 3 clusters Score -1518522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1518525.625000 Penalty: 3122.285889
	Iteration 36Q: 3 clusters Score -1518526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1518531.875000 Penalty: 3122.285889
	Iteration 37Q: 3 clusters Score -1518532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1518534.125000 Penalty: 3122.285889
	Iteration 38Q: 3 clusters Score -1518534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1518540.000000 Penalty: 3122.285889
	Iteration 39Q: 3 clusters Score -1518540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1518544.250000 Penalty: 3122.285889
	Iteration 40F: 3 clusters Score -1518544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1518546.250000 Penalty: 3122.285889
	Iteration 41Q: 3 clusters Score -1518546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1518549.125000 Penalty: 3122.285889
	Iteration 42Q: 3 clusters Score -1518549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1518547.500000 Penalty: 3122.285889
	Iteration 43Q: 3 clusters Score -1518548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1518546.875000 Penalty: 3122.285889
	Iteration 44Q: 3 clusters Score -1518547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1518546.875000 Penalty: 3122.285889
	Iteration 45F: 3 clusters Score -1518547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -51950.062500 Penalty: 1086.857666
	Iteration 0F: 2 clusters Score -51950.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50872.445312 Penalty: 2173.715332
	Iteration 0F: 3 clusters Score -50872.45 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51786.589844 Penalty: 2173.715332
	Iteration 1F: 3 clusters Score -51786.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52210.671875 Penalty: 2173.715332
	Iteration 2F: 3 clusters Score -52210.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52638.585938 Penalty: 2173.715332
	Iteration 3F: 3 clusters Score -52638.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52843.277344 Penalty: 2173.715332
	Iteration 4F: 3 clusters Score -52843.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52948.144531 Penalty: 2173.715332
	Iteration 5Q: 3 clusters Score -52948.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53009.335938 Penalty: 2173.715332
	Iteration 6Q: 3 clusters Score -53009.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53069.941406 Penalty: 2173.715332
	Iteration 7Q: 3 clusters Score -53069.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53105.750000 Penalty: 2173.715332
	Iteration 8Q: 3 clusters Score -53105.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53158.207031 Penalty: 2173.715332
	Iteration 9Q: 3 clusters Score -53158.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53205.902344 Penalty: 2173.715332
	Iteration 10Q: 3 clusters Score -53205.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53257.890625 Penalty: 2173.715332
	Iteration 11Q: 3 clusters Score -53257.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53304.359375 Penalty: 2173.715332
	Iteration 12Q: 3 clusters Score -53304.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53345.101562 Penalty: 2173.715332
	Iteration 13Q: 3 clusters Score -53345.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53376.972656 Penalty: 2173.715332
	Iteration 14Q: 3 clusters Score -53376.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53423.832031 Penalty: 2173.715332
	Iteration 15Q: 3 clusters Score -53423.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -53521.785156 Penalty: 2173.715332
	Iteration 16Q: 3 clusters Score -53521.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53601.550781 Penalty: 2173.715332
	Iteration 17Q: 3 clusters Score -53601.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -53749.417969 Penalty: 2173.715332
	Iteration 18Q: 3 clusters Score -53749.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53841.179688 Penalty: 2173.715332
	Iteration 19Q: 3 clusters Score -53841.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54037.664062 Penalty: 2173.715332
	Iteration 20F: 3 clusters Score -54037.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -54292.863281 Penalty: 2173.715332
	Iteration 21Q: 3 clusters Score -54292.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -54400.632812 Penalty: 2173.715332
	Iteration 22Q: 3 clusters Score -54400.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54402.738281 Penalty: 2173.715332
	Iteration 23Q: 3 clusters Score -54402.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54403.875000 Penalty: 2173.715332
	Iteration 24Q: 3 clusters Score -54403.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54486.152344 Penalty: 2173.715332
	Iteration 25F: 3 clusters Score -54486.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -55144.285156 Penalty: 2173.715332
	Iteration 26Q: 3 clusters Score -55144.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -55696.781250 Penalty: 2173.715332
	Iteration 27Q: 3 clusters Score -55696.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -55716.917969 Penalty: 2173.715332
	Iteration 28Q: 3 clusters Score -55716.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -55721.632812 Penalty: 2173.715332
	Iteration 29Q: 3 clusters Score -55721.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -55722.128906 Penalty: 2173.715332
	Iteration 30Q: 3 clusters Score -55722.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -55722.480469 Penalty: 2173.715332
	Iteration 31Q: 3 clusters Score -55722.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -55723.066406 Penalty: 2173.715332
	Iteration 32Q: 3 clusters Score -55723.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -55725.007812 Penalty: 2173.715332
	Iteration 33Q: 3 clusters Score -55725.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -55725.007812 Penalty: 2173.715332
	Iteration 34F: 3 clusters Score -55725.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 180833 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 125353 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 589 members 
Entering Unmasked Estep 
Score: -100968560.000000 Penalty: 64979.320312
Splitting cluster 8 changes total score from -100966096.000000 to -100968560.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -256719.171875 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -256719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -254329.468750 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -254329.5 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -254906.562500 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -254906.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -255084.421875 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -255084.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -255230.453125 Penalty: 2534.653320
	Iteration 3F: 3 clusters Score -255230.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -255382.453125 Penalty: 2534.653320
	Iteration 4F: 3 clusters Score -255382.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -255513.093750 Penalty: 2534.653320
	Iteration 5F: 3 clusters Score -255513.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -255636.234375 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -255636.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -255757.687500 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -255757.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -255862.171875 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -255862.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -255935.656250 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -255935.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -256004.140625 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -256004.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -256056.453125 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -256056.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -256100.890625 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -256100.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -256149.109375 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -256149.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -256189.765625 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -256189.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -256209.515625 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -256209.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -256228.656250 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -256228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -256237.234375 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -256237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -256244.421875 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -256244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -256252.796875 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -256252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -256259.390625 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -256259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -256262.687500 Penalty: 2534.653320
	Iteration 21Q: 3 clusters Score -256262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -256265.140625 Penalty: 2534.653320
	Iteration 22Q: 3 clusters Score -256265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -256268.468750 Penalty: 2534.653320
	Iteration 23Q: 3 clusters Score -256268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -256272.843750 Penalty: 2534.653320
	Iteration 24Q: 3 clusters Score -256272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -256275.828125 Penalty: 2534.653320
	Iteration 25Q: 3 clusters Score -256275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -256277.703125 Penalty: 2534.653320
	Iteration 26Q: 3 clusters Score -256277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -256279.671875 Penalty: 2534.653320
	Iteration 27Q: 3 clusters Score -256279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -256281.656250 Penalty: 2534.653320
	Iteration 28Q: 3 clusters Score -256281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -256283.171875 Penalty: 2534.653320
	Iteration 29Q: 3 clusters Score -256283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -256283.046875 Penalty: 2534.653320
	Iteration 30Q: 3 clusters Score -256283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -256283.046875 Penalty: 2534.653320
	Iteration 31F: 3 clusters Score -256283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164228 members 
Entering Unmasked Estep 
Score: -17400486.000000 Penalty: 1951.464355
	Iteration 0F: 2 clusters Score -1.740049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -17290022.000000 Penalty: 3902.928711
	Iteration 0F: 3 clusters Score -1.729002e+07 nChanged 79560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -17338028.000000 Penalty: 3902.928711
	Iteration 1F: 3 clusters Score -1.733803e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -17339878.000000 Penalty: 3902.928711
	Iteration 2Q: 3 clusters Score -1.733988e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -17342886.000000 Penalty: 3902.928711
	Iteration 3Q: 3 clusters Score -1.734289e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -17348570.000000 Penalty: 3902.928711
	Iteration 4F: 3 clusters Score -1.734857e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -17356904.000000 Penalty: 3902.928711
	Iteration 5F: 3 clusters Score -1.73569e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 128215 members 
Entering Unmasked Estep 
Score: -17367460.000000 Penalty: 3902.928711
	Iteration 6F: 3 clusters Score -1.736746e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 137815 members 
Entering Unmasked Estep 
Score: -17376624.000000 Penalty: 3902.928711
	Iteration 7F: 3 clusters Score -1.737662e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 144564 members 
Entering Unmasked Estep 
Score: -17383186.000000 Penalty: 3902.928711
	Iteration 8Q: 3 clusters Score -1.738319e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 149513 members 
Entering Unmasked Estep 
Score: -17387364.000000 Penalty: 3902.928711
	Iteration 9Q: 3 clusters Score -1.738736e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 153225 members 
Entering Unmasked Estep 
Score: -17390276.000000 Penalty: 3902.928711
	Iteration 10Q: 3 clusters Score -1.739028e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -17392554.000000 Penalty: 3902.928711
	Iteration 11Q: 3 clusters Score -1.739255e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 158652 members 
Entering Unmasked Estep 
Score: -17394412.000000 Penalty: 3902.928711
	Iteration 12Q: 3 clusters Score -1.739441e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 160546 members 
Entering Unmasked Estep 
Score: -17395988.000000 Penalty: 3902.928711
	Iteration 13Q: 3 clusters Score -1.739599e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 161916 members 
Entering Unmasked Estep 
Score: -17397102.000000 Penalty: 3902.928711
	Iteration 14Q: 3 clusters Score -1.73971e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -17397738.000000 Penalty: 3902.928711
	Iteration 15Q: 3 clusters Score -1.739774e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -17398140.000000 Penalty: 3902.928711
	Iteration 16Q: 3 clusters Score -1.739814e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 163582 members 
Entering Unmasked Estep 
Score: -17398366.000000 Penalty: 3902.928711
	Iteration 17Q: 3 clusters Score -1.739837e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 163711 members 
Entering Unmasked Estep 
Score: -17398470.000000 Penalty: 3902.928711
	Iteration 18Q: 3 clusters Score -1.739847e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -17398526.000000 Penalty: 3902.928711
	Iteration 19Q: 3 clusters Score -1.739853e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -17398584.000000 Penalty: 3902.928711
	Iteration 20F: 3 clusters Score -1.739858e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -17398630.000000 Penalty: 3902.928711
	Iteration 21Q: 3 clusters Score -1.739863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 163886 members 
Entering Unmasked Estep 
Score: -17398680.000000 Penalty: 3902.928711
	Iteration 22Q: 3 clusters Score -1.739868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -17398682.000000 Penalty: 3902.928711
	Iteration 23Q: 3 clusters Score -1.739868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 163920 members 
Entering Unmasked Estep 
Score: -17398702.000000 Penalty: 3902.928711
	Iteration 24Q: 3 clusters Score -1.73987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 163933 members 
Entering Unmasked Estep 
Score: -17398716.000000 Penalty: 3902.928711
	Iteration 25Q: 3 clusters Score -1.739872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -17398734.000000 Penalty: 3902.928711
	Iteration 26Q: 3 clusters Score -1.739873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -17398730.000000 Penalty: 3902.928711
	Iteration 27Q: 3 clusters Score -1.739873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -17398740.000000 Penalty: 3902.928711
	Iteration 28Q: 3 clusters Score -1.739874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -17398750.000000 Penalty: 3902.928711
	Iteration 29Q: 3 clusters Score -1.739875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -17398738.000000 Penalty: 3902.928711
	Iteration 30Q: 3 clusters Score -1.739874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -17398754.000000 Penalty: 3902.928711
	Iteration 31Q: 3 clusters Score -1.739875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -17398766.000000 Penalty: 3902.928711
	Iteration 32Q: 3 clusters Score -1.739877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -17398762.000000 Penalty: 3902.928711
	Iteration 33Q: 3 clusters Score -1.739876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -17398758.000000 Penalty: 3902.928711
	Iteration 34Q: 3 clusters Score -1.739876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -17398766.000000 Penalty: 3902.928711
	Iteration 35Q: 3 clusters Score -1.739877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -17398768.000000 Penalty: 3902.928711
	Iteration 36Q: 3 clusters Score -1.739877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 163968 members 
Entering Unmasked Estep 
Score: -17398772.000000 Penalty: 3902.928711
	Iteration 37Q: 3 clusters Score -1.739877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 163968 members 
Entering Unmasked Estep 
Score: -17398772.000000 Penalty: 3902.928711
	Iteration 38F: 3 clusters Score -1.739877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -768232.625000 Penalty: 1439.692749
	Iteration 0F: 2 clusters Score -768232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -762922.562500 Penalty: 2879.385498
	Iteration 0F: 3 clusters Score -762922.6 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -764553.750000 Penalty: 2879.385498
	Iteration 1F: 3 clusters Score -764553.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -764774.750000 Penalty: 2879.385498
	Iteration 2F: 3 clusters Score -764774.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -764960.500000 Penalty: 2879.385498
	Iteration 3F: 3 clusters Score -764960.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -765137.687500 Penalty: 2879.385498
	Iteration 4Q: 3 clusters Score -765137.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -765294.062500 Penalty: 2879.385498
	Iteration 5Q: 3 clusters Score -765294.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -765456.187500 Penalty: 2879.385498
	Iteration 6Q: 3 clusters Score -765456.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -765648.812500 Penalty: 2879.385498
	Iteration 7Q: 3 clusters Score -765648.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -765862.062500 Penalty: 2879.385498
	Iteration 8Q: 3 clusters Score -765862.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -766105.875000 Penalty: 2879.385498
	Iteration 9Q: 3 clusters Score -766105.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -766375.187500 Penalty: 2879.385498
	Iteration 10Q: 3 clusters Score -766375.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -766562.875000 Penalty: 2879.385498
	Iteration 11Q: 3 clusters Score -766562.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -766695.937500 Penalty: 2879.385498
	Iteration 12Q: 3 clusters Score -766695.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -766769.500000 Penalty: 2879.385498
	Iteration 13Q: 3 clusters Score -766769.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -766815.687500 Penalty: 2879.385498
	Iteration 14Q: 3 clusters Score -766815.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -766843.062500 Penalty: 2879.385498
	Iteration 15Q: 3 clusters Score -766843.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -766864.687500 Penalty: 2879.385498
	Iteration 16Q: 3 clusters Score -766864.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -766878.437500 Penalty: 2879.385498
	Iteration 17Q: 3 clusters Score -766878.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -766888.000000 Penalty: 2879.385498
	Iteration 18Q: 3 clusters Score -766888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -766890.500000 Penalty: 2879.385498
	Iteration 19Q: 3 clusters Score -766890.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -766897.687500 Penalty: 2879.385498
	Iteration 20F: 3 clusters Score -766897.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -766907.562500 Penalty: 2879.385498
	Iteration 21Q: 3 clusters Score -766907.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -766913.375000 Penalty: 2879.385498
	Iteration 22Q: 3 clusters Score -766913.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -766917.562500 Penalty: 2879.385498
	Iteration 23Q: 3 clusters Score -766917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -766921.375000 Penalty: 2879.385498
	Iteration 24Q: 3 clusters Score -766921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -766926.562500 Penalty: 2879.385498
	Iteration 25Q: 3 clusters Score -766926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -766929.375000 Penalty: 2879.385498
	Iteration 26Q: 3 clusters Score -766929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -766929.625000 Penalty: 2879.385498
	Iteration 27Q: 3 clusters Score -766929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -766933.125000 Penalty: 2879.385498
	Iteration 28Q: 3 clusters Score -766933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -766933.750000 Penalty: 2879.385498
	Iteration 29Q: 3 clusters Score -766933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766934.875000 Penalty: 2879.385498
	Iteration 30Q: 3 clusters Score -766934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766934.937500 Penalty: 2879.385498
	Iteration 31Q: 3 clusters Score -766934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766934.625000 Penalty: 2879.385498
	Iteration 32Q: 3 clusters Score -766934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -766935.875000 Penalty: 2879.385498
	Iteration 33Q: 3 clusters Score -766935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -766935.312500 Penalty: 2879.385498
	Iteration 34Q: 3 clusters Score -766935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -766934.812500 Penalty: 2879.385498
	Iteration 35Q: 3 clusters Score -766934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766936.062500 Penalty: 2879.385498
	Iteration 36Q: 3 clusters Score -766936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766936.812500 Penalty: 2879.385498
	Iteration 37Q: 3 clusters Score -766936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766938.187500 Penalty: 2879.385498
	Iteration 38Q: 3 clusters Score -766938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766938.062500 Penalty: 2879.385498
	Iteration 39Q: 3 clusters Score -766938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -766939.375000 Penalty: 2879.385498
	Iteration 40F: 3 clusters Score -766939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -766942.375000 Penalty: 2879.385498
	Iteration 41Q: 3 clusters Score -766942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -766943.687500 Penalty: 2879.385498
	Iteration 42Q: 3 clusters Score -766943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -766942.750000 Penalty: 2879.385498
	Iteration 43Q: 3 clusters Score -766942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -766943.062500 Penalty: 2879.385498
	Iteration 44Q: 3 clusters Score -766943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -766944.750000 Penalty: 2879.385498
	Iteration 45Q: 3 clusters Score -766944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -766944.562500 Penalty: 2879.385498
	Iteration 46Q: 3 clusters Score -766944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -766944.562500 Penalty: 2879.385498
	Iteration 47F: 3 clusters Score -766944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (180833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180833 members 
Entering Unmasked Estep 
Score: -19567154.000000 Penalty: 1967.116089
	Iteration 0F: 2 clusters Score -1.956715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -19469098.000000 Penalty: 3934.232178
	Iteration 0F: 3 clusters Score -1.94691e+07 nChanged 87267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -19520706.000000 Penalty: 3934.232178
	Iteration 1F: 3 clusters Score -1.952071e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -19522312.000000 Penalty: 3934.232178
	Iteration 2Q: 3 clusters Score -1.952231e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -19524908.000000 Penalty: 3934.232178
	Iteration 3Q: 3 clusters Score -1.952491e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -19528800.000000 Penalty: 3934.232178
	Iteration 4Q: 3 clusters Score -1.95288e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -19534262.000000 Penalty: 3934.232178
	Iteration 5F: 3 clusters Score -1.953426e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -19542402.000000 Penalty: 3934.232178
	Iteration 6F: 3 clusters Score -1.95424e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 112480 members 
Entering Unmasked Estep 
Score: -19551980.000000 Penalty: 3934.232178
	Iteration 7F: 3 clusters Score -1.955198e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 114460 members 
Entering Unmasked Estep 
Score: -19559100.000000 Penalty: 3934.232178
	Iteration 8F: 3 clusters Score -1.95591e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -19562092.000000 Penalty: 3934.232178
	Iteration 9Q: 3 clusters Score -1.956209e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -19562926.000000 Penalty: 3934.232178
	Iteration 10Q: 3 clusters Score -1.956293e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -19563336.000000 Penalty: 3934.232178
	Iteration 11Q: 3 clusters Score -1.956334e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -19563644.000000 Penalty: 3934.232178
	Iteration 12Q: 3 clusters Score -1.956364e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 116871 members 
Entering Unmasked Estep 
Score: -19563966.000000 Penalty: 3934.232178
	Iteration 13Q: 3 clusters Score -1.956397e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 117454 members 
Entering Unmasked Estep 
Score: -19564216.000000 Penalty: 3934.232178
	Iteration 14Q: 3 clusters Score -1.956422e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 118089 members 
Entering Unmasked Estep 
Score: -19564476.000000 Penalty: 3934.232178
	Iteration 15Q: 3 clusters Score -1.956448e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -19564912.000000 Penalty: 3934.232178
	Iteration 16Q: 3 clusters Score -1.956491e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 119622 members 
Entering Unmasked Estep 
Score: -19565284.000000 Penalty: 3934.232178
	Iteration 17Q: 3 clusters Score -1.956528e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -19565754.000000 Penalty: 3934.232178
	Iteration 18Q: 3 clusters Score -1.956575e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 121552 members 
Entering Unmasked Estep 
Score: -19566238.000000 Penalty: 3934.232178
	Iteration 19Q: 3 clusters Score -1.956624e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -19566630.000000 Penalty: 3934.232178
	Iteration 20F: 3 clusters Score -1.956663e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 124001 members 
Entering Unmasked Estep 
Score: -19566996.000000 Penalty: 3934.232178
	Iteration 21Q: 3 clusters Score -1.9567e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
Score: -19567528.000000 Penalty: 3934.232178
	Iteration 22Q: 3 clusters Score -1.956753e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -19567970.000000 Penalty: 3934.232178
	Iteration 23Q: 3 clusters Score -1.956797e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 128382 members 
Entering Unmasked Estep 
Score: -19568452.000000 Penalty: 3934.232178
	Iteration 24Q: 3 clusters Score -1.956845e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -19569040.000000 Penalty: 3934.232178
	Iteration 25Q: 3 clusters Score -1.956904e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 131937 members 
Entering Unmasked Estep 
Score: -19569638.000000 Penalty: 3934.232178
	Iteration 26Q: 3 clusters Score -1.956964e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -19570254.000000 Penalty: 3934.232178
	Iteration 27Q: 3 clusters Score -1.957025e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -19570696.000000 Penalty: 3934.232178
	Iteration 28Q: 3 clusters Score -1.95707e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -19571060.000000 Penalty: 3934.232178
	Iteration 29Q: 3 clusters Score -1.957106e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 140655 members 
Entering Unmasked Estep 
Score: -19571300.000000 Penalty: 3934.232178
	Iteration 30Q: 3 clusters Score -1.95713e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -19571636.000000 Penalty: 3934.232178
	Iteration 31Q: 3 clusters Score -1.957164e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -19571858.000000 Penalty: 3934.232178
	Iteration 32Q: 3 clusters Score -1.957186e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -19571956.000000 Penalty: 3934.232178
	Iteration 33Q: 3 clusters Score -1.957196e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 150175 members 
Entering Unmasked Estep 
Score: -19572364.000000 Penalty: 3934.232178
	Iteration 34Q: 3 clusters Score -1.957236e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 152574 members 
Entering Unmasked Estep 
Score: -19572388.000000 Penalty: 3934.232178
	Iteration 35Q: 3 clusters Score -1.957239e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -19572552.000000 Penalty: 3934.232178
	Iteration 36Q: 3 clusters Score -1.957255e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 157408 members 
Entering Unmasked Estep 
Score: -19573008.000000 Penalty: 3934.232178
	Iteration 37Q: 3 clusters Score -1.957301e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -19573210.000000 Penalty: 3934.232178
	Iteration 38Q: 3 clusters Score -1.957321e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 161892 members 
Entering Unmasked Estep 
Score: -19573514.000000 Penalty: 3934.232178
	Iteration 39Q: 3 clusters Score -1.957351e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -19573726.000000 Penalty: 3934.232178
	Iteration 40F: 3 clusters Score -1.957373e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 165772 members 
Entering Unmasked Estep 
Score: -19573822.000000 Penalty: 3934.232178
	Iteration 41Q: 3 clusters Score -1.957382e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -19573884.000000 Penalty: 3934.232178
	Iteration 42Q: 3 clusters Score -1.957388e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 169021 members 
Entering Unmasked Estep 
Score: -19573772.000000 Penalty: 3934.232178
	Iteration 43Q: 3 clusters Score -1.957377e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -19573198.000000 Penalty: 3934.232178
	Iteration 44Q: 3 clusters Score -1.95732e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 171631 members 
Entering Unmasked Estep 
Score: -19572892.000000 Penalty: 3934.232178
	Iteration 45Q: 3 clusters Score -1.957289e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 172695 members 
Entering Unmasked Estep 
Score: -19572540.000000 Penalty: 3934.232178
	Iteration 46Q: 3 clusters Score -1.957254e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 173535 members 
Entering Unmasked Estep 
Score: -19572186.000000 Penalty: 3934.232178
	Iteration 47Q: 3 clusters Score -1.957219e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -19571870.000000 Penalty: 3934.232178
	Iteration 48Q: 3 clusters Score -1.957187e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -19571454.000000 Penalty: 3934.232178
	Iteration 49Q: 3 clusters Score -1.957145e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 175458 members 
Entering Unmasked Estep 
Score: -19571122.000000 Penalty: 3934.232178
	Iteration 50Q: 3 clusters Score -1.957112e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 175919 members 
Entering Unmasked Estep 
Score: -19570688.000000 Penalty: 3934.232178
	Iteration 51Q: 3 clusters Score -1.957069e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 176311 members 
Entering Unmasked Estep 
Score: -19570268.000000 Penalty: 3934.232178
	Iteration 52Q: 3 clusters Score -1.957027e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 176636 members 
Entering Unmasked Estep 
Score: -19570000.000000 Penalty: 3934.232178
	Iteration 53Q: 3 clusters Score -1.957e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 176925 members 
Entering Unmasked Estep 
Score: -19569742.000000 Penalty: 3934.232178
	Iteration 54Q: 3 clusters Score -1.956974e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -19569350.000000 Penalty: 3934.232178
	Iteration 55Q: 3 clusters Score -1.956935e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -19569166.000000 Penalty: 3934.232178
	Iteration 56Q: 3 clusters Score -1.956917e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -19568950.000000 Penalty: 3934.232178
	Iteration 57Q: 3 clusters Score -1.956895e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -19568762.000000 Penalty: 3934.232178
	Iteration 58Q: 3 clusters Score -1.956876e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 178018 members 
Entering Unmasked Estep 
Score: -19568594.000000 Penalty: 3934.232178
	Iteration 59Q: 3 clusters Score -1.956859e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 178143 members 
Entering Unmasked Estep 
Score: -19568478.000000 Penalty: 3934.232178
	Iteration 60F: 3 clusters Score -1.956848e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 178250 members 
Entering Unmasked Estep 
Score: -19568358.000000 Penalty: 3934.232178
	Iteration 61Q: 3 clusters Score -1.956836e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 178347 members 
Entering Unmasked Estep 
Score: -19568284.000000 Penalty: 3934.232178
	Iteration 62Q: 3 clusters Score -1.956828e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 178429 members 
Entering Unmasked Estep 
Score: -19568192.000000 Penalty: 3934.232178
	Iteration 63Q: 3 clusters Score -1.956819e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 178499 members 
Entering Unmasked Estep 
Score: -19568104.000000 Penalty: 3934.232178
	Iteration 64Q: 3 clusters Score -1.95681e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 178566 members 
Entering Unmasked Estep 
Score: -19568070.000000 Penalty: 3934.232178
	Iteration 65Q: 3 clusters Score -1.956807e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 178636 members 
Entering Unmasked Estep 
Score: -19568028.000000 Penalty: 3934.232178
	Iteration 66Q: 3 clusters Score -1.956803e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 178706 members 
Entering Unmasked Estep 
Score: -19567908.000000 Penalty: 3934.232178
	Iteration 67Q: 3 clusters Score -1.956791e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 178773 members 
Entering Unmasked Estep 
Score: -19567900.000000 Penalty: 3934.232178
	Iteration 68Q: 3 clusters Score -1.95679e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -19567820.000000 Penalty: 3934.232178
	Iteration 69Q: 3 clusters Score -1.956782e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -19567768.000000 Penalty: 3934.232178
	Iteration 70Q: 3 clusters Score -1.956777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 178931 members 
Entering Unmasked Estep 
Score: -19567732.000000 Penalty: 3934.232178
	Iteration 71Q: 3 clusters Score -1.956773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -19567710.000000 Penalty: 3934.232178
	Iteration 72Q: 3 clusters Score -1.956771e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 179005 members 
Entering Unmasked Estep 
Score: -19567710.000000 Penalty: 3934.232178
	Iteration 73Q: 3 clusters Score -1.956771e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -19567654.000000 Penalty: 3934.232178
	Iteration 74Q: 3 clusters Score -1.956765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 179064 members 
Entering Unmasked Estep 
Score: -19567632.000000 Penalty: 3934.232178
	Iteration 75Q: 3 clusters Score -1.956763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 179090 members 
Entering Unmasked Estep 
Score: -19567608.000000 Penalty: 3934.232178
	Iteration 76Q: 3 clusters Score -1.956761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -19567568.000000 Penalty: 3934.232178
	Iteration 77Q: 3 clusters Score -1.956757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 179127 members 
Entering Unmasked Estep 
Score: -19567544.000000 Penalty: 3934.232178
	Iteration 78Q: 3 clusters Score -1.956754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -19567530.000000 Penalty: 3934.232178
	Iteration 79Q: 3 clusters Score -1.956753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 179151 members 
Entering Unmasked Estep 
Score: -19567520.000000 Penalty: 3934.232178
	Iteration 80F: 3 clusters Score -1.956752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 179164 members 
Entering Unmasked Estep 
Score: -19567494.000000 Penalty: 3934.232178
	Iteration 81Q: 3 clusters Score -1.956749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 179178 members 
Entering Unmasked Estep 
Score: -19567502.000000 Penalty: 3934.232178
	Iteration 82Q: 3 clusters Score -1.95675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -19567466.000000 Penalty: 3934.232178
	Iteration 83Q: 3 clusters Score -1.956747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 179202 members 
Entering Unmasked Estep 
Score: -19567446.000000 Penalty: 3934.232178
	Iteration 84Q: 3 clusters Score -1.956745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -19567454.000000 Penalty: 3934.232178
	Iteration 85Q: 3 clusters Score -1.956745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 179222 members 
Entering Unmasked Estep 
Score: -19567448.000000 Penalty: 3934.232178
	Iteration 86Q: 3 clusters Score -1.956745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -19567428.000000 Penalty: 3934.232178
	Iteration 87Q: 3 clusters Score -1.956743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 179237 members 
Entering Unmasked Estep 
Score: -19567424.000000 Penalty: 3934.232178
	Iteration 88Q: 3 clusters Score -1.956742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 179245 members 
Entering Unmasked Estep 
Score: -19567424.000000 Penalty: 3934.232178
	Iteration 89Q: 3 clusters Score -1.956742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 179248 members 
Entering Unmasked Estep 
Score: -19567418.000000 Penalty: 3934.232178
	Iteration 90Q: 3 clusters Score -1.956742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 179252 members 
Entering Unmasked Estep 
Score: -19567416.000000 Penalty: 3934.232178
	Iteration 91Q: 3 clusters Score -1.956742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -19567404.000000 Penalty: 3934.232178
	Iteration 92Q: 3 clusters Score -1.95674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 179257 members 
Entering Unmasked Estep 
Score: -19567410.000000 Penalty: 3934.232178
	Iteration 93Q: 3 clusters Score -1.956741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -19567406.000000 Penalty: 3934.232178
	Iteration 94Q: 3 clusters Score -1.956741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 179259 members 
Entering Unmasked Estep 
Score: -19567410.000000 Penalty: 3934.232178
	Iteration 95Q: 3 clusters Score -1.956741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 179259 members 
Entering Unmasked Estep 
Score: -19567410.000000 Penalty: 3934.232178
	Iteration 96F: 3 clusters Score -1.956741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 125353 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 179259 members 
Entering Unmasked Estep 
Score: -100968424.000000 Penalty: 67219.984375
Splitting cluster 12 changes total score from -100966096.000000 to -100968424.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -628636.312500 Penalty: 1416.809448
	Iteration 0F: 2 clusters Score -628636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -624007.125000 Penalty: 2833.618896
	Iteration 0F: 3 clusters Score -624007.1 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -625281.125000 Penalty: 2833.618896
	Iteration 1F: 3 clusters Score -625281.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -625483.187500 Penalty: 2833.618896
	Iteration 2F: 3 clusters Score -625483.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -625665.125000 Penalty: 2833.618896
	Iteration 3F: 3 clusters Score -625665.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -625828.500000 Penalty: 2833.618896
	Iteration 4Q: 3 clusters Score -625828.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -626013.000000 Penalty: 2833.618896
	Iteration 5Q: 3 clusters Score -626013 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -626194.937500 Penalty: 2833.618896
	Iteration 6Q: 3 clusters Score -626194.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -626393.937500 Penalty: 2833.618896
	Iteration 7F: 3 clusters Score -626393.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -626581.312500 Penalty: 2833.618896
	Iteration 8Q: 3 clusters Score -626581.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -626778.250000 Penalty: 2833.618896
	Iteration 9Q: 3 clusters Score -626778.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -626956.812500 Penalty: 2833.618896
	Iteration 10Q: 3 clusters Score -626956.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -627110.875000 Penalty: 2833.618896
	Iteration 11Q: 3 clusters Score -627110.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -627219.187500 Penalty: 2833.618896
	Iteration 12Q: 3 clusters Score -627219.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -627321.812500 Penalty: 2833.618896
	Iteration 13Q: 3 clusters Score -627321.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -627403.312500 Penalty: 2833.618896
	Iteration 14Q: 3 clusters Score -627403.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -627470.687500 Penalty: 2833.618896
	Iteration 15Q: 3 clusters Score -627470.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -627533.937500 Penalty: 2833.618896
	Iteration 16Q: 3 clusters Score -627533.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -627579.812500 Penalty: 2833.618896
	Iteration 17Q: 3 clusters Score -627579.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -627610.437500 Penalty: 2833.618896
	Iteration 18Q: 3 clusters Score -627610.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -627627.000000 Penalty: 2833.618896
	Iteration 19Q: 3 clusters Score -627627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -627638.875000 Penalty: 2833.618896
	Iteration 20F: 3 clusters Score -627638.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -627653.625000 Penalty: 2833.618896
	Iteration 21Q: 3 clusters Score -627653.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -627662.687500 Penalty: 2833.618896
	Iteration 22Q: 3 clusters Score -627662.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -627667.937500 Penalty: 2833.618896
	Iteration 23Q: 3 clusters Score -627667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -627669.437500 Penalty: 2833.618896
	Iteration 24Q: 3 clusters Score -627669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -627669.375000 Penalty: 2833.618896
	Iteration 25Q: 3 clusters Score -627669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -627669.562500 Penalty: 2833.618896
	Iteration 26Q: 3 clusters Score -627669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -627670.375000 Penalty: 2833.618896
	Iteration 27Q: 3 clusters Score -627670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -627670.375000 Penalty: 2833.618896
	Iteration 28F: 3 clusters Score -627670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (88589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Entering Unmasked Estep 
Score: -9640848.000000 Penalty: 1851.161499
	Iteration 0F: 2 clusters Score -9640848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -9581606.000000 Penalty: 3702.322998
	Iteration 0F: 3 clusters Score -9581606 nChanged 42253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -9605871.000000 Penalty: 3702.322998
	Iteration 1F: 3 clusters Score -9605871 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -9606748.000000 Penalty: 3702.322998
	Iteration 2Q: 3 clusters Score -9606748 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -9607787.000000 Penalty: 3702.322998
	Iteration 3Q: 3 clusters Score -9607787 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -9609080.000000 Penalty: 3702.322998
	Iteration 4Q: 3 clusters Score -9609080 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -9610822.000000 Penalty: 3702.322998
	Iteration 5Q: 3 clusters Score -9610822 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9613143.000000 Penalty: 3702.322998
	Iteration 6F: 3 clusters Score -9613143 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -9616080.000000 Penalty: 3702.322998
	Iteration 7F: 3 clusters Score -9616080 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -9619448.000000 Penalty: 3702.322998
	Iteration 8F: 3 clusters Score -9619448 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -9622519.000000 Penalty: 3702.322998
	Iteration 9F: 3 clusters Score -9622519 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -9624914.000000 Penalty: 3702.322998
	Iteration 10Q: 3 clusters Score -9624914 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -9626629.000000 Penalty: 3702.322998
	Iteration 11Q: 3 clusters Score -9626629 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -9627826.000000 Penalty: 3702.322998
	Iteration 12Q: 3 clusters Score -9627826 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9628913.000000 Penalty: 3702.322998
	Iteration 13Q: 3 clusters Score -9628913 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -9629956.000000 Penalty: 3702.322998
	Iteration 14Q: 3 clusters Score -9629956 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -9630950.000000 Penalty: 3702.322998
	Iteration 15Q: 3 clusters Score -9630950 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -9631898.000000 Penalty: 3702.322998
	Iteration 16Q: 3 clusters Score -9631898 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -9632847.000000 Penalty: 3702.322998
	Iteration 17Q: 3 clusters Score -9632847 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -9633871.000000 Penalty: 3702.322998
	Iteration 18Q: 3 clusters Score -9633871 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -9634780.000000 Penalty: 3702.322998
	Iteration 19Q: 3 clusters Score -9634780 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -9635728.000000 Penalty: 3702.322998
	Iteration 20F: 3 clusters Score -9635728 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -9636600.000000 Penalty: 3702.322998
	Iteration 21Q: 3 clusters Score -9636600 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -9637289.000000 Penalty: 3702.322998
	Iteration 22Q: 3 clusters Score -9637289 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -9637913.000000 Penalty: 3702.322998
	Iteration 23Q: 3 clusters Score -9637913 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -9638334.000000 Penalty: 3702.322998
	Iteration 24Q: 3 clusters Score -9638334 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -9638636.000000 Penalty: 3702.322998
	Iteration 25Q: 3 clusters Score -9638636 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -9638858.000000 Penalty: 3702.322998
	Iteration 26Q: 3 clusters Score -9638858 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -9638999.000000 Penalty: 3702.322998
	Iteration 27Q: 3 clusters Score -9638999 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -9639105.000000 Penalty: 3702.322998
	Iteration 28Q: 3 clusters Score -9639105 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -9639196.000000 Penalty: 3702.322998
	Iteration 29Q: 3 clusters Score -9639196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -9639263.000000 Penalty: 3702.322998
	Iteration 30Q: 3 clusters Score -9639263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -9639288.000000 Penalty: 3702.322998
	Iteration 31Q: 3 clusters Score -9639288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -9639332.000000 Penalty: 3702.322998
	Iteration 32Q: 3 clusters Score -9639332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -9639350.000000 Penalty: 3702.322998
	Iteration 33Q: 3 clusters Score -9639350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -9639376.000000 Penalty: 3702.322998
	Iteration 34Q: 3 clusters Score -9639376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -9639380.000000 Penalty: 3702.322998
	Iteration 35Q: 3 clusters Score -9639380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -9639384.000000 Penalty: 3702.322998
	Iteration 36Q: 3 clusters Score -9639384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -9639388.000000 Penalty: 3702.322998
	Iteration 37Q: 3 clusters Score -9639388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -9639391.000000 Penalty: 3702.322998
	Iteration 38Q: 3 clusters Score -9639391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -9639377.000000 Penalty: 3702.322998
	Iteration 39Q: 3 clusters Score -9639377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -9639379.000000 Penalty: 3702.322998
	Iteration 40F: 3 clusters Score -9639379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -9639384.000000 Penalty: 3702.322998
	Iteration 41Q: 3 clusters Score -9639384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -9639381.000000 Penalty: 3702.322998
	Iteration 42Q: 3 clusters Score -9639381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -9639389.000000 Penalty: 3702.322998
	Iteration 43Q: 3 clusters Score -9639389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -9639395.000000 Penalty: 3702.322998
	Iteration 44Q: 3 clusters Score -9639395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -9639394.000000 Penalty: 3702.322998
	Iteration 45Q: 3 clusters Score -9639394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -9639397.000000 Penalty: 3702.322998
	Iteration 46Q: 3 clusters Score -9639397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -9639406.000000 Penalty: 3702.322998
	Iteration 47Q: 3 clusters Score -9639406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -9639401.000000 Penalty: 3702.322998
	Iteration 48Q: 3 clusters Score -9639401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -9639401.000000 Penalty: 3702.322998
	Iteration 49F: 3 clusters Score -9639401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Entering Unmasked Estep 
Score: -900892.625000 Penalty: 1476.349976
	Iteration 0F: 2 clusters Score -900892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -894484.625000 Penalty: 2952.699951
	Iteration 0F: 3 clusters Score -894484.6 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -896614.625000 Penalty: 2952.699951
	Iteration 1F: 3 clusters Score -896614.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -896942.875000 Penalty: 2952.699951
	Iteration 2F: 3 clusters Score -896942.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -897253.375000 Penalty: 2952.699951
	Iteration 3F: 3 clusters Score -897253.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -897598.250000 Penalty: 2952.699951
	Iteration 4F: 3 clusters Score -897598.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -897955.687500 Penalty: 2952.699951
	Iteration 5F: 3 clusters Score -897955.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -898302.000000 Penalty: 2952.699951
	Iteration 6F: 3 clusters Score -898302 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -898646.250000 Penalty: 2952.699951
	Iteration 7F: 3 clusters Score -898646.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -898903.437500 Penalty: 2952.699951
	Iteration 8Q: 3 clusters Score -898903.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -899103.062500 Penalty: 2952.699951
	Iteration 9Q: 3 clusters Score -899103.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -899269.687500 Penalty: 2952.699951
	Iteration 10Q: 3 clusters Score -899269.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -899415.125000 Penalty: 2952.699951
	Iteration 11Q: 3 clusters Score -899415.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -899553.687500 Penalty: 2952.699951
	Iteration 12Q: 3 clusters Score -899553.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -899697.250000 Penalty: 2952.699951
	Iteration 13Q: 3 clusters Score -899697.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -899806.125000 Penalty: 2952.699951
	Iteration 14Q: 3 clusters Score -899806.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -899896.437500 Penalty: 2952.699951
	Iteration 15Q: 3 clusters Score -899896.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -899950.500000 Penalty: 2952.699951
	Iteration 16Q: 3 clusters Score -899950.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -899988.750000 Penalty: 2952.699951
	Iteration 17Q: 3 clusters Score -899988.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -900009.625000 Penalty: 2952.699951
	Iteration 18Q: 3 clusters Score -900009.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -900027.062500 Penalty: 2952.699951
	Iteration 19Q: 3 clusters Score -900027.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -900040.687500 Penalty: 2952.699951
	Iteration 20F: 3 clusters Score -900040.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -900054.250000 Penalty: 2952.699951
	Iteration 21Q: 3 clusters Score -900054.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -900065.062500 Penalty: 2952.699951
	Iteration 22Q: 3 clusters Score -900065.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -900067.437500 Penalty: 2952.699951
	Iteration 23Q: 3 clusters Score -900067.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -900076.062500 Penalty: 2952.699951
	Iteration 24Q: 3 clusters Score -900076.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -900079.687500 Penalty: 2952.699951
	Iteration 25Q: 3 clusters Score -900079.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -900083.937500 Penalty: 2952.699951
	Iteration 26Q: 3 clusters Score -900083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -900087.375000 Penalty: 2952.699951
	Iteration 27Q: 3 clusters Score -900087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -900087.437500 Penalty: 2952.699951
	Iteration 28Q: 3 clusters Score -900087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -900090.062500 Penalty: 2952.699951
	Iteration 29Q: 3 clusters Score -900090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -900091.750000 Penalty: 2952.699951
	Iteration 30Q: 3 clusters Score -900091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -900093.125000 Penalty: 2952.699951
	Iteration 31Q: 3 clusters Score -900093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -900092.437500 Penalty: 2952.699951
	Iteration 32Q: 3 clusters Score -900092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -900093.500000 Penalty: 2952.699951
	Iteration 33Q: 3 clusters Score -900093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -900093.375000 Penalty: 2952.699951
	Iteration 34Q: 3 clusters Score -900093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -900093.375000 Penalty: 2952.699951
	Iteration 35Q: 3 clusters Score -900093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -900095.125000 Penalty: 2952.699951
	Iteration 36Q: 3 clusters Score -900095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -900095.250000 Penalty: 2952.699951
	Iteration 37Q: 3 clusters Score -900095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -900095.062500 Penalty: 2952.699951
	Iteration 38Q: 3 clusters Score -900095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -900094.500000 Penalty: 2952.699951
	Iteration 39Q: 3 clusters Score -900094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -900095.062500 Penalty: 2952.699951
	Iteration 40F: 3 clusters Score -900095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -900096.000000 Penalty: 2952.699951
	Iteration 41Q: 3 clusters Score -900096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -900098.062500 Penalty: 2952.699951
	Iteration 42Q: 3 clusters Score -900098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -900099.812500 Penalty: 2952.699951
	Iteration 43Q: 3 clusters Score -900099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -900100.562500 Penalty: 2952.699951
	Iteration 44Q: 3 clusters Score -900100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -900101.375000 Penalty: 2952.699951
	Iteration 45Q: 3 clusters Score -900101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -900102.125000 Penalty: 2952.699951
	Iteration 46Q: 3 clusters Score -900102.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -900102.125000 Penalty: 2952.699951
	Iteration 47F: 3 clusters Score -900102.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Entering Unmasked Estep 
Score: -731288.437500 Penalty: 1442.370361
	Iteration 0F: 2 clusters Score -731288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -726008.937500 Penalty: 2884.740723
	Iteration 0F: 3 clusters Score -726008.9 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -727830.437500 Penalty: 2884.740723
	Iteration 1F: 3 clusters Score -727830.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -728336.687500 Penalty: 2884.740723
	Iteration 2F: 3 clusters Score -728336.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -728753.125000 Penalty: 2884.740723
	Iteration 3F: 3 clusters Score -728753.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -729069.875000 Penalty: 2884.740723
	Iteration 4F: 3 clusters Score -729069.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -729358.812500 Penalty: 2884.740723
	Iteration 5F: 3 clusters Score -729358.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -729629.062500 Penalty: 2884.740723
	Iteration 6Q: 3 clusters Score -729629.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -729873.375000 Penalty: 2884.740723
	Iteration 7Q: 3 clusters Score -729873.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -730136.687500 Penalty: 2884.740723
	Iteration 8Q: 3 clusters Score -730136.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -730378.625000 Penalty: 2884.740723
	Iteration 9Q: 3 clusters Score -730378.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -730588.312500 Penalty: 2884.740723
	Iteration 10Q: 3 clusters Score -730588.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -730731.750000 Penalty: 2884.740723
	Iteration 11Q: 3 clusters Score -730731.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -730847.750000 Penalty: 2884.740723
	Iteration 12Q: 3 clusters Score -730847.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -730938.187500 Penalty: 2884.740723
	Iteration 13Q: 3 clusters Score -730938.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -730989.812500 Penalty: 2884.740723
	Iteration 14Q: 3 clusters Score -730989.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -731020.937500 Penalty: 2884.740723
	Iteration 15Q: 3 clusters Score -731020.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -731041.062500 Penalty: 2884.740723
	Iteration 16Q: 3 clusters Score -731041.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -731048.875000 Penalty: 2884.740723
	Iteration 17Q: 3 clusters Score -731048.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -731054.187500 Penalty: 2884.740723
	Iteration 18Q: 3 clusters Score -731054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -731058.125000 Penalty: 2884.740723
	Iteration 19Q: 3 clusters Score -731058.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -731062.812500 Penalty: 2884.740723
	Iteration 20F: 3 clusters Score -731062.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -731064.625000 Penalty: 2884.740723
	Iteration 21Q: 3 clusters Score -731064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -731066.687500 Penalty: 2884.740723
	Iteration 22Q: 3 clusters Score -731066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -731068.062500 Penalty: 2884.740723
	Iteration 23Q: 3 clusters Score -731068.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -731070.625000 Penalty: 2884.740723
	Iteration 24Q: 3 clusters Score -731070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -731071.187500 Penalty: 2884.740723
	Iteration 25Q: 3 clusters Score -731071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -731071.812500 Penalty: 2884.740723
	Iteration 26Q: 3 clusters Score -731071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -731073.062500 Penalty: 2884.740723
	Iteration 27Q: 3 clusters Score -731073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -731074.062500 Penalty: 2884.740723
	Iteration 28Q: 3 clusters Score -731074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -731075.375000 Penalty: 2884.740723
	Iteration 29Q: 3 clusters Score -731075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -731076.750000 Penalty: 2884.740723
	Iteration 30Q: 3 clusters Score -731076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -731077.437500 Penalty: 2884.740723
	Iteration 31Q: 3 clusters Score -731077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -731077.437500 Penalty: 2884.740723
	Iteration 32F: 3 clusters Score -731077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Entering Unmasked Estep 
Score: -2167146.000000 Penalty: 1608.673584
	Iteration 0F: 2 clusters Score -2167146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2153563.250000 Penalty: 3217.347168
	Iteration 0F: 3 clusters Score -2153563 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2158408.750000 Penalty: 3217.347168
	Iteration 1F: 3 clusters Score -2158409 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2158680.500000 Penalty: 3217.347168
	Iteration 2Q: 3 clusters Score -2158680 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2158949.000000 Penalty: 3217.347168
	Iteration 3Q: 3 clusters Score -2158949 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2159228.500000 Penalty: 3217.347168
	Iteration 4Q: 3 clusters Score -2159228 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2159536.750000 Penalty: 3217.347168
	Iteration 5Q: 3 clusters Score -2159537 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2159927.500000 Penalty: 3217.347168
	Iteration 6Q: 3 clusters Score -2159928 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2160452.250000 Penalty: 3217.347168
	Iteration 7F: 3 clusters Score -2160452 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2161202.250000 Penalty: 3217.347168
	Iteration 8F: 3 clusters Score -2161202 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2162253.250000 Penalty: 3217.347168
	Iteration 9F: 3 clusters Score -2162253 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2163431.250000 Penalty: 3217.347168
	Iteration 10F: 3 clusters Score -2163431 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2164406.500000 Penalty: 3217.347168
	Iteration 11F: 3 clusters Score -2164406 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2165021.250000 Penalty: 3217.347168
	Iteration 12Q: 3 clusters Score -2165021 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2165382.500000 Penalty: 3217.347168
	Iteration 13Q: 3 clusters Score -2165382 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2165609.250000 Penalty: 3217.347168
	Iteration 14Q: 3 clusters Score -2165609 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2165711.750000 Penalty: 3217.347168
	Iteration 15Q: 3 clusters Score -2165712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2165774.750000 Penalty: 3217.347168
	Iteration 16Q: 3 clusters Score -2165775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2165803.750000 Penalty: 3217.347168
	Iteration 17Q: 3 clusters Score -2165804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2165818.250000 Penalty: 3217.347168
	Iteration 18Q: 3 clusters Score -2165818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2165834.000000 Penalty: 3217.347168
	Iteration 19Q: 3 clusters Score -2165834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2165844.500000 Penalty: 3217.347168
	Iteration 20F: 3 clusters Score -2165844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2165845.250000 Penalty: 3217.347168
	Iteration 21Q: 3 clusters Score -2165845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2165845.250000 Penalty: 3217.347168
	Iteration 22F: 3 clusters Score -2165845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -316958.906250 Penalty: 1315.237305
	Iteration 0F: 2 clusters Score -316958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -314080.750000 Penalty: 2630.474609
	Iteration 0F: 3 clusters Score -314080.8 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -315015.406250 Penalty: 2630.474609
	Iteration 1F: 3 clusters Score -315015.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -315317.843750 Penalty: 2630.474609
	Iteration 2F: 3 clusters Score -315317.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315581.562500 Penalty: 2630.474609
	Iteration 3F: 3 clusters Score -315581.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -315870.062500 Penalty: 2630.474609
	Iteration 4F: 3 clusters Score -315870.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -316054.843750 Penalty: 2630.474609
	Iteration 5F: 3 clusters Score -316054.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -316161.218750 Penalty: 2630.474609
	Iteration 6Q: 3 clusters Score -316161.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -316248.031250 Penalty: 2630.474609
	Iteration 7Q: 3 clusters Score -316248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -316336.000000 Penalty: 2630.474609
	Iteration 8Q: 3 clusters Score -316336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -316396.625000 Penalty: 2630.474609
	Iteration 9Q: 3 clusters Score -316396.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -316435.250000 Penalty: 2630.474609
	Iteration 10Q: 3 clusters Score -316435.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -316475.625000 Penalty: 2630.474609
	Iteration 11Q: 3 clusters Score -316475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -316501.000000 Penalty: 2630.474609
	Iteration 12Q: 3 clusters Score -316501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -316513.718750 Penalty: 2630.474609
	Iteration 13Q: 3 clusters Score -316513.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -316523.812500 Penalty: 2630.474609
	Iteration 14Q: 3 clusters Score -316523.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -316532.875000 Penalty: 2630.474609
	Iteration 15Q: 3 clusters Score -316532.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -316538.781250 Penalty: 2630.474609
	Iteration 16Q: 3 clusters Score -316538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -316544.531250 Penalty: 2630.474609
	Iteration 17Q: 3 clusters Score -316544.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -316548.718750 Penalty: 2630.474609
	Iteration 18Q: 3 clusters Score -316548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -316550.875000 Penalty: 2630.474609
	Iteration 19Q: 3 clusters Score -316550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -316553.062500 Penalty: 2630.474609
	Iteration 20F: 3 clusters Score -316553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -316554.375000 Penalty: 2630.474609
	Iteration 21Q: 3 clusters Score -316554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -316555.781250 Penalty: 2630.474609
	Iteration 22Q: 3 clusters Score -316555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -316557.625000 Penalty: 2630.474609
	Iteration 23Q: 3 clusters Score -316557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -316558.500000 Penalty: 2630.474609
	Iteration 24Q: 3 clusters Score -316558.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -316558.500000 Penalty: 2630.474609
	Iteration 25F: 3 clusters Score -316558.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (125353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125353 members 
Entering Unmasked Estep 
Score: -12910823.000000 Penalty: 1907.569458
	Iteration 0F: 2 clusters Score -1.291082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -12827043.000000 Penalty: 3815.138916
	Iteration 0F: 3 clusters Score -1.282704e+07 nChanged 60174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -12863031.000000 Penalty: 3815.138916
	Iteration 1F: 3 clusters Score -1.286303e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -12864984.000000 Penalty: 3815.138916
	Iteration 2Q: 3 clusters Score -1.286498e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -12867700.000000 Penalty: 3815.138916
	Iteration 3Q: 3 clusters Score -1.28677e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -12871407.000000 Penalty: 3815.138916
	Iteration 4F: 3 clusters Score -1.287141e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -12876330.000000 Penalty: 3815.138916
	Iteration 5F: 3 clusters Score -1.287633e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -12881478.000000 Penalty: 3815.138916
	Iteration 6F: 3 clusters Score -1.288148e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -12886035.000000 Penalty: 3815.138916
	Iteration 7F: 3 clusters Score -1.288604e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -12889173.000000 Penalty: 3815.138916
	Iteration 8F: 3 clusters Score -1.288917e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -12891589.000000 Penalty: 3815.138916
	Iteration 9Q: 3 clusters Score -1.289159e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -12893525.000000 Penalty: 3815.138916
	Iteration 10Q: 3 clusters Score -1.289352e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -12895215.000000 Penalty: 3815.138916
	Iteration 11Q: 3 clusters Score -1.289522e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -12896611.000000 Penalty: 3815.138916
	Iteration 12Q: 3 clusters Score -1.289661e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -12898182.000000 Penalty: 3815.138916
	Iteration 13Q: 3 clusters Score -1.289818e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -12899755.000000 Penalty: 3815.138916
	Iteration 14Q: 3 clusters Score -1.289976e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -12901677.000000 Penalty: 3815.138916
	Iteration 15Q: 3 clusters Score -1.290168e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -12904721.000000 Penalty: 3815.138916
	Iteration 16Q: 3 clusters Score -1.290472e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -12909230.000000 Penalty: 3815.138916
	Iteration 17Q: 3 clusters Score -1.290923e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -12915202.000000 Penalty: 3815.138916
	Iteration 18Q: 3 clusters Score -1.29152e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -12919431.000000 Penalty: 3815.138916
	Iteration 19Q: 3 clusters Score -1.291943e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -12922394.000000 Penalty: 3815.138916
	Iteration 20F: 3 clusters Score -1.292239e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -12925064.000000 Penalty: 3815.138916
	Iteration 21Q: 3 clusters Score -1.292506e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -12927732.000000 Penalty: 3815.138916
	Iteration 22Q: 3 clusters Score -1.292773e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -12930493.000000 Penalty: 3815.138916
	Iteration 23Q: 3 clusters Score -1.293049e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -12933210.000000 Penalty: 3815.138916
	Iteration 24Q: 3 clusters Score -1.293321e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -12935694.000000 Penalty: 3815.138916
	Iteration 25Q: 3 clusters Score -1.293569e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -12937216.000000 Penalty: 3815.138916
	Iteration 26Q: 3 clusters Score -1.293722e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -12938215.000000 Penalty: 3815.138916
	Iteration 27Q: 3 clusters Score -1.293822e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -12939033.000000 Penalty: 3815.138916
	Iteration 28Q: 3 clusters Score -1.293903e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -12939582.000000 Penalty: 3815.138916
	Iteration 29Q: 3 clusters Score -1.293958e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -12940053.000000 Penalty: 3815.138916
	Iteration 30Q: 3 clusters Score -1.294005e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -12940402.000000 Penalty: 3815.138916
	Iteration 31Q: 3 clusters Score -1.29404e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -12940590.000000 Penalty: 3815.138916
	Iteration 32Q: 3 clusters Score -1.294059e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -12940724.000000 Penalty: 3815.138916
	Iteration 33Q: 3 clusters Score -1.294072e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -12940838.000000 Penalty: 3815.138916
	Iteration 34Q: 3 clusters Score -1.294084e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -12940949.000000 Penalty: 3815.138916
	Iteration 35Q: 3 clusters Score -1.294095e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -12941009.000000 Penalty: 3815.138916
	Iteration 36Q: 3 clusters Score -1.294101e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -12941063.000000 Penalty: 3815.138916
	Iteration 37Q: 3 clusters Score -1.294106e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -12941058.000000 Penalty: 3815.138916
	Iteration 38Q: 3 clusters Score -1.294106e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -12941045.000000 Penalty: 3815.138916
	Iteration 39Q: 3 clusters Score -1.294104e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -12941163.000000 Penalty: 3815.138916
	Iteration 40F: 3 clusters Score -1.294116e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -12941250.000000 Penalty: 3815.138916
	Iteration 41Q: 3 clusters Score -1.294125e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -12941266.000000 Penalty: 3815.138916
	Iteration 42Q: 3 clusters Score -1.294127e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -12941274.000000 Penalty: 3815.138916
	Iteration 43Q: 3 clusters Score -1.294127e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -12941288.000000 Penalty: 3815.138916
	Iteration 44Q: 3 clusters Score -1.294129e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -12941301.000000 Penalty: 3815.138916
	Iteration 45Q: 3 clusters Score -1.29413e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -12941314.000000 Penalty: 3815.138916
	Iteration 46Q: 3 clusters Score -1.294131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -12941308.000000 Penalty: 3815.138916
	Iteration 47Q: 3 clusters Score -1.294131e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -12941305.000000 Penalty: 3815.138916
	Iteration 48Q: 3 clusters Score -1.29413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -12941287.000000 Penalty: 3815.138916
	Iteration 49Q: 3 clusters Score -1.294129e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -12941287.000000 Penalty: 3815.138916
	Iteration 50Q: 3 clusters Score -1.294129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -12941296.000000 Penalty: 3815.138916
	Iteration 51Q: 3 clusters Score -1.29413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 73263 members 
Entering Unmasked Estep 
Score: -12941286.000000 Penalty: 3815.138916
	Iteration 52Q: 3 clusters Score -1.294129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -12941283.000000 Penalty: 3815.138916
	Iteration 53Q: 3 clusters Score -1.294128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -12941301.000000 Penalty: 3815.138916
	Iteration 54Q: 3 clusters Score -1.29413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -12941297.000000 Penalty: 3815.138916
	Iteration 55Q: 3 clusters Score -1.29413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -12941302.000000 Penalty: 3815.138916
	Iteration 56Q: 3 clusters Score -1.29413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -12941296.000000 Penalty: 3815.138916
	Iteration 57Q: 3 clusters Score -1.29413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -12941305.000000 Penalty: 3815.138916
	Iteration 58Q: 3 clusters Score -1.29413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -12941306.000000 Penalty: 3815.138916
	Iteration 59Q: 3 clusters Score -1.294131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -12941313.000000 Penalty: 3815.138916
	Iteration 60F: 3 clusters Score -1.294131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 179259 members 
Mstep: Class 31 contains 73315 members 
Entering Unmasked Estep 
Score: -100995688.000000 Penalty: 69460.656250
Splitting cluster 19 changes total score from -100966096.000000 to -100995688.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -484636.656250 Penalty: 1365.435425
	Iteration 0F: 2 clusters Score -484636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -480950.250000 Penalty: 2730.870850
	Iteration 0F: 3 clusters Score -480950.2 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -481928.406250 Penalty: 2730.870850
	Iteration 1F: 3 clusters Score -481928.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -482087.437500 Penalty: 2730.870850
	Iteration 2F: 3 clusters Score -482087.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -482182.250000 Penalty: 2730.870850
	Iteration 3Q: 3 clusters Score -482182.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -482247.906250 Penalty: 2730.870850
	Iteration 4Q: 3 clusters Score -482247.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -482300.875000 Penalty: 2730.870850
	Iteration 5Q: 3 clusters Score -482300.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -482355.531250 Penalty: 2730.870850
	Iteration 6Q: 3 clusters Score -482355.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -482413.687500 Penalty: 2730.870850
	Iteration 7Q: 3 clusters Score -482413.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -482465.718750 Penalty: 2730.870850
	Iteration 8Q: 3 clusters Score -482465.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -482521.750000 Penalty: 2730.870850
	Iteration 9Q: 3 clusters Score -482521.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -482587.437500 Penalty: 2730.870850
	Iteration 10Q: 3 clusters Score -482587.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -482672.093750 Penalty: 2730.870850
	Iteration 11Q: 3 clusters Score -482672.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -482762.343750 Penalty: 2730.870850
	Iteration 12Q: 3 clusters Score -482762.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -482841.593750 Penalty: 2730.870850
	Iteration 13Q: 3 clusters Score -482841.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -482922.437500 Penalty: 2730.870850
	Iteration 14Q: 3 clusters Score -482922.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -483011.000000 Penalty: 2730.870850
	Iteration 15Q: 3 clusters Score -483011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -483109.843750 Penalty: 2730.870850
	Iteration 16Q: 3 clusters Score -483109.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -483198.593750 Penalty: 2730.870850
	Iteration 17Q: 3 clusters Score -483198.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -483264.812500 Penalty: 2730.870850
	Iteration 18Q: 3 clusters Score -483264.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -483314.218750 Penalty: 2730.870850
	Iteration 19Q: 3 clusters Score -483314.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -483357.000000 Penalty: 2730.870850
	Iteration 20F: 3 clusters Score -483357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -483390.218750 Penalty: 2730.870850
	Iteration 21Q: 3 clusters Score -483390.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -483412.375000 Penalty: 2730.870850
	Iteration 22Q: 3 clusters Score -483412.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -483419.531250 Penalty: 2730.870850
	Iteration 23Q: 3 clusters Score -483419.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -483426.531250 Penalty: 2730.870850
	Iteration 24Q: 3 clusters Score -483426.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -483436.812500 Penalty: 2730.870850
	Iteration 25Q: 3 clusters Score -483436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -483444.781250 Penalty: 2730.870850
	Iteration 26Q: 3 clusters Score -483444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -483449.656250 Penalty: 2730.870850
	Iteration 27Q: 3 clusters Score -483449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -483451.875000 Penalty: 2730.870850
	Iteration 28Q: 3 clusters Score -483451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -483454.218750 Penalty: 2730.870850
	Iteration 29Q: 3 clusters Score -483454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -483456.656250 Penalty: 2730.870850
	Iteration 30Q: 3 clusters Score -483456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -483457.812500 Penalty: 2730.870850
	Iteration 31Q: 3 clusters Score -483457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -483457.812500 Penalty: 2730.870850
	Iteration 32F: 3 clusters Score -483457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Entering Unmasked Estep 
Score: -2009543.625000 Penalty: 1609.941162
	Iteration 0F: 2 clusters Score -2009544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1995946.625000 Penalty: 3219.882324
	Iteration 0F: 3 clusters Score -1995947 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2000716.625000 Penalty: 3219.882324
	Iteration 1F: 3 clusters Score -2000717 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2001117.500000 Penalty: 3219.882324
	Iteration 2F: 3 clusters Score -2001118 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2001547.000000 Penalty: 3219.882324
	Iteration 3F: 3 clusters Score -2001547 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2002078.375000 Penalty: 3219.882324
	Iteration 4F: 3 clusters Score -2002078 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2002641.125000 Penalty: 3219.882324
	Iteration 5F: 3 clusters Score -2002641 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2003229.125000 Penalty: 3219.882324
	Iteration 6F: 3 clusters Score -2003229 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2003836.875000 Penalty: 3219.882324
	Iteration 7F: 3 clusters Score -2003837 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2004425.125000 Penalty: 3219.882324
	Iteration 8F: 3 clusters Score -2004425 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2005031.625000 Penalty: 3219.882324
	Iteration 9Q: 3 clusters Score -2005032 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2005596.875000 Penalty: 3219.882324
	Iteration 10Q: 3 clusters Score -2005597 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2006158.625000 Penalty: 3219.882324
	Iteration 11Q: 3 clusters Score -2006159 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2006660.125000 Penalty: 3219.882324
	Iteration 12Q: 3 clusters Score -2006660 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2007075.250000 Penalty: 3219.882324
	Iteration 13Q: 3 clusters Score -2007075 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2007409.375000 Penalty: 3219.882324
	Iteration 14Q: 3 clusters Score -2007409 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2007691.000000 Penalty: 3219.882324
	Iteration 15Q: 3 clusters Score -2007691 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2007903.875000 Penalty: 3219.882324
	Iteration 16Q: 3 clusters Score -2007904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2008033.375000 Penalty: 3219.882324
	Iteration 17Q: 3 clusters Score -2008033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2008117.000000 Penalty: 3219.882324
	Iteration 18Q: 3 clusters Score -2008117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2008160.375000 Penalty: 3219.882324
	Iteration 19Q: 3 clusters Score -2008160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2008192.125000 Penalty: 3219.882324
	Iteration 20F: 3 clusters Score -2008192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2008219.250000 Penalty: 3219.882324
	Iteration 21Q: 3 clusters Score -2008219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2008246.000000 Penalty: 3219.882324
	Iteration 22Q: 3 clusters Score -2008246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2008265.000000 Penalty: 3219.882324
	Iteration 23Q: 3 clusters Score -2008265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2008275.875000 Penalty: 3219.882324
	Iteration 24Q: 3 clusters Score -2008276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2008292.250000 Penalty: 3219.882324
	Iteration 25Q: 3 clusters Score -2008292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2008305.000000 Penalty: 3219.882324
	Iteration 26Q: 3 clusters Score -2008305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2008318.000000 Penalty: 3219.882324
	Iteration 27Q: 3 clusters Score -2008318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2008332.875000 Penalty: 3219.882324
	Iteration 28Q: 3 clusters Score -2008333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2008338.875000 Penalty: 3219.882324
	Iteration 29Q: 3 clusters Score -2008339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2008341.875000 Penalty: 3219.882324
	Iteration 30Q: 3 clusters Score -2008342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2008348.875000 Penalty: 3219.882324
	Iteration 31Q: 3 clusters Score -2008349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2008351.500000 Penalty: 3219.882324
	Iteration 32Q: 3 clusters Score -2008352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2008354.375000 Penalty: 3219.882324
	Iteration 33Q: 3 clusters Score -2008354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2008360.000000 Penalty: 3219.882324
	Iteration 34Q: 3 clusters Score -2008360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2008362.000000 Penalty: 3219.882324
	Iteration 35Q: 3 clusters Score -2008362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2008369.250000 Penalty: 3219.882324
	Iteration 36Q: 3 clusters Score -2008369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2008370.125000 Penalty: 3219.882324
	Iteration 37Q: 3 clusters Score -2008370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2008373.125000 Penalty: 3219.882324
	Iteration 38Q: 3 clusters Score -2008373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2008376.250000 Penalty: 3219.882324
	Iteration 39Q: 3 clusters Score -2008376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2008378.875000 Penalty: 3219.882324
	Iteration 40F: 3 clusters Score -2008379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2008380.375000 Penalty: 3219.882324
	Iteration 41Q: 3 clusters Score -2008380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2008381.125000 Penalty: 3219.882324
	Iteration 42Q: 3 clusters Score -2008381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2008383.500000 Penalty: 3219.882324
	Iteration 43Q: 3 clusters Score -2008384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2008382.000000 Penalty: 3219.882324
	Iteration 44Q: 3 clusters Score -2008382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2008381.250000 Penalty: 3219.882324
	Iteration 45Q: 3 clusters Score -2008381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2008383.375000 Penalty: 3219.882324
	Iteration 46Q: 3 clusters Score -2008383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2008382.875000 Penalty: 3219.882324
	Iteration 47Q: 3 clusters Score -2008383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2008381.375000 Penalty: 3219.882324
	Iteration 48Q: 3 clusters Score -2008381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2008383.375000 Penalty: 3219.882324
	Iteration 49Q: 3 clusters Score -2008383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2008383.125000 Penalty: 3219.882324
	Iteration 50Q: 3 clusters Score -2008383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2008384.125000 Penalty: 3219.882324
	Iteration 51Q: 3 clusters Score -2008384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2008383.500000 Penalty: 3219.882324
	Iteration 52Q: 3 clusters Score -2008384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2008383.500000 Penalty: 3219.882324
	Iteration 53F: 3 clusters Score -2008384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Entering Unmasked Estep 
Score: -1164914.875000 Penalty: 1526.212769
	Iteration 0F: 2 clusters Score -1164915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1156428.875000 Penalty: 3052.425537
	Iteration 0F: 3 clusters Score -1156429 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1159888.250000 Penalty: 3052.425537
	Iteration 1F: 3 clusters Score -1159888 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1160956.500000 Penalty: 3052.425537
	Iteration 2F: 3 clusters Score -1160956 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1162109.375000 Penalty: 3052.425537
	Iteration 3F: 3 clusters Score -1162109 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1163250.000000 Penalty: 3052.425537
	Iteration 4F: 3 clusters Score -1163250 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1164130.500000 Penalty: 3052.425537
	Iteration 5F: 3 clusters Score -1164130 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1164612.750000 Penalty: 3052.425537
	Iteration 6F: 3 clusters Score -1164613 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1164857.500000 Penalty: 3052.425537
	Iteration 7Q: 3 clusters Score -1164858 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1165003.000000 Penalty: 3052.425537
	Iteration 8Q: 3 clusters Score -1165003 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1165086.500000 Penalty: 3052.425537
	Iteration 9Q: 3 clusters Score -1165086 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1165137.500000 Penalty: 3052.425537
	Iteration 10Q: 3 clusters Score -1165138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1165173.625000 Penalty: 3052.425537
	Iteration 11Q: 3 clusters Score -1165174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1165208.250000 Penalty: 3052.425537
	Iteration 12Q: 3 clusters Score -1165208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1165228.625000 Penalty: 3052.425537
	Iteration 13Q: 3 clusters Score -1165229 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1165250.875000 Penalty: 3052.425537
	Iteration 14Q: 3 clusters Score -1165251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1165272.250000 Penalty: 3052.425537
	Iteration 15Q: 3 clusters Score -1165272 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1165293.000000 Penalty: 3052.425537
	Iteration 16Q: 3 clusters Score -1165293 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1165314.125000 Penalty: 3052.425537
	Iteration 17Q: 3 clusters Score -1165314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1165331.250000 Penalty: 3052.425537
	Iteration 18Q: 3 clusters Score -1165331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1165343.875000 Penalty: 3052.425537
	Iteration 19Q: 3 clusters Score -1165344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1165354.875000 Penalty: 3052.425537
	Iteration 20F: 3 clusters Score -1165355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1165366.250000 Penalty: 3052.425537
	Iteration 21Q: 3 clusters Score -1165366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1165372.375000 Penalty: 3052.425537
	Iteration 22Q: 3 clusters Score -1165372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1165375.750000 Penalty: 3052.425537
	Iteration 23Q: 3 clusters Score -1165376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1165381.750000 Penalty: 3052.425537
	Iteration 24Q: 3 clusters Score -1165382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1165381.250000 Penalty: 3052.425537
	Iteration 25Q: 3 clusters Score -1165381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1165382.250000 Penalty: 3052.425537
	Iteration 26Q: 3 clusters Score -1165382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1165384.375000 Penalty: 3052.425537
	Iteration 27Q: 3 clusters Score -1165384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1165387.750000 Penalty: 3052.425537
	Iteration 28Q: 3 clusters Score -1165388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1165386.625000 Penalty: 3052.425537
	Iteration 29Q: 3 clusters Score -1165387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1165389.375000 Penalty: 3052.425537
	Iteration 30Q: 3 clusters Score -1165389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1165388.875000 Penalty: 3052.425537
	Iteration 31Q: 3 clusters Score -1165389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1165388.375000 Penalty: 3052.425537
	Iteration 32Q: 3 clusters Score -1165388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1165386.875000 Penalty: 3052.425537
	Iteration 33Q: 3 clusters Score -1165387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1165386.875000 Penalty: 3052.425537
	Iteration 34F: 3 clusters Score -1165387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 7089 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 179259 members 
Mstep: Class 31 contains 73315 members 
Mstep: Class 32 contains 4904 members 
Entering Unmasked Estep 
Score: -100995448.000000 Penalty: 71701.320312
Splitting cluster 22 changes total score from -100966096.000000 to -100995448.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -112362.531250 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -112362.5 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 642 members 
Entering Unmasked Estep 
Score: -110772.179688 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -110772.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111466.171875 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -111466.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112040.976562 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -112041 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -112495.132812 Penalty: 2338.436035
	Iteration 3F: 3 clusters Score -112495.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -113032.703125 Penalty: 2338.436035
	Iteration 4F: 3 clusters Score -113032.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113386.257812 Penalty: 2338.436035
	Iteration 5F: 3 clusters Score -113386.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113511.765625 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -113511.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -113588.460938 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -113588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113649.421875 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -113649.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113745.703125 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -113745.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113796.867188 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -113796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113823.164062 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -113823.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -113845.781250 Penalty: 2338.436035
	Iteration 12Q: 3 clusters Score -113845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -113857.156250 Penalty: 2338.436035
	Iteration 13Q: 3 clusters Score -113857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -113861.054688 Penalty: 2338.436035
	Iteration 14Q: 3 clusters Score -113861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -113862.437500 Penalty: 2338.436035
	Iteration 15Q: 3 clusters Score -113862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -113867.960938 Penalty: 2338.436035
	Iteration 16Q: 3 clusters Score -113868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -113868.609375 Penalty: 2338.436035
	Iteration 17Q: 3 clusters Score -113868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -113869.101562 Penalty: 2338.436035
	Iteration 18Q: 3 clusters Score -113869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -113880.226562 Penalty: 2338.436035
	Iteration 19F: 3 clusters Score -113880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113897.328125 Penalty: 2338.436035
	Iteration 20F: 3 clusters Score -113897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -113916.617188 Penalty: 2338.436035
	Iteration 21Q: 3 clusters Score -113916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -113923.218750 Penalty: 2338.436035
	Iteration 22Q: 3 clusters Score -113923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113925.476562 Penalty: 2338.436035
	Iteration 23Q: 3 clusters Score -113925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113925.476562 Penalty: 2338.436035
	Iteration 24F: 3 clusters Score -113925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 7089 members 
Mstep: Class 23 contains 605 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 179259 members 
Mstep: Class 31 contains 73315 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 728 members 
Entering Unmasked Estep 
Score: -100995976.000000 Penalty: 73941.984375
Splitting cluster 23 changes total score from -100966096.000000 to -100995976.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -743386.812500 Penalty: 1444.848267
	Iteration 0F: 2 clusters Score -743386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -737991.250000 Penalty: 2889.696533
	Iteration 0F: 3 clusters Score -737991.2 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -740152.250000 Penalty: 2889.696533
	Iteration 1F: 3 clusters Score -740152.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -741132.000000 Penalty: 2889.696533
	Iteration 2F: 3 clusters Score -741132 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -742097.250000 Penalty: 2889.696533
	Iteration 3F: 3 clusters Score -742097.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -742871.375000 Penalty: 2889.696533
	Iteration 4F: 3 clusters Score -742871.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -743350.437500 Penalty: 2889.696533
	Iteration 5F: 3 clusters Score -743350.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -743672.437500 Penalty: 2889.696533
	Iteration 6Q: 3 clusters Score -743672.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -743872.937500 Penalty: 2889.696533
	Iteration 7Q: 3 clusters Score -743872.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -743944.312500 Penalty: 2889.696533
	Iteration 8Q: 3 clusters Score -743944.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -743982.750000 Penalty: 2889.696533
	Iteration 9Q: 3 clusters Score -743982.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -744004.062500 Penalty: 2889.696533
	Iteration 10Q: 3 clusters Score -744004.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -744011.437500 Penalty: 2889.696533
	Iteration 11Q: 3 clusters Score -744011.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -744016.937500 Penalty: 2889.696533
	Iteration 12Q: 3 clusters Score -744016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -744020.312500 Penalty: 2889.696533
	Iteration 13Q: 3 clusters Score -744020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -744022.437500 Penalty: 2889.696533
	Iteration 14Q: 3 clusters Score -744022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -744022.000000 Penalty: 2889.696533
	Iteration 15Q: 3 clusters Score -744022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -744022.625000 Penalty: 2889.696533
	Iteration 16Q: 3 clusters Score -744022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -744023.812500 Penalty: 2889.696533
	Iteration 17Q: 3 clusters Score -744023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -744023.937500 Penalty: 2889.696533
	Iteration 18Q: 3 clusters Score -744023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -744023.937500 Penalty: 2889.696533
	Iteration 19F: 3 clusters Score -744023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 7089 members 
Mstep: Class 23 contains 605 members 
Mstep: Class 24 contains 5880 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 179259 members 
Mstep: Class 31 contains 73315 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 728 members 
Mstep: Class 34 contains 1389 members 
Entering Unmasked Estep 
Score: -100995760.000000 Penalty: 76182.656250
Splitting cluster 24 changes total score from -100966096.000000 to -100995760.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -315784.718750 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -315784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -313022.750000 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -313022.8 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -313719.500000 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -313719.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -313902.718750 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -313902.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -314059.187500 Penalty: 2608.611572
	Iteration 3F: 3 clusters Score -314059.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314252.093750 Penalty: 2608.611572
	Iteration 4F: 3 clusters Score -314252.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -314465.468750 Penalty: 2608.611572
	Iteration 5F: 3 clusters Score -314465.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -314694.906250 Penalty: 2608.611572
	Iteration 6F: 3 clusters Score -314694.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -314880.875000 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -314880.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -315037.062500 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -315037.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -315174.343750 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -315174.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -315268.687500 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -315268.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -315334.125000 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -315334.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -315393.000000 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -315393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -315456.437500 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -315456.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -315517.687500 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -315517.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -315588.312500 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -315588.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -315658.593750 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -315658.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -315729.250000 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -315729.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -315778.843750 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -315778.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -315800.718750 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -315800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -315803.968750 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -315804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -315806.125000 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -315806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315807.593750 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -315807.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -315809.187500 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -315809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -315809.781250 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -315809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -315811.437500 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -315811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -315812.250000 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -315812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -315812.812500 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -315812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -315812.812500 Penalty: 2608.611572
	Iteration 28F: 3 clusters Score -315812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 7089 members 
Mstep: Class 23 contains 605 members 
Mstep: Class 24 contains 5880 members 
Mstep: Class 25 contains 1639 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 179259 members 
Mstep: Class 31 contains 73315 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 728 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 1422 members 
Entering Unmasked Estep 
Score: -100994816.000000 Penalty: 78423.320312
Splitting cluster 25 changes total score from -100966096.000000 to -100994816.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (112326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112326 members 
Entering Unmasked Estep 
Score: -12035242.000000 Penalty: 1889.738647
	Iteration 0F: 2 clusters Score -1.203524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -11961029.000000 Penalty: 3779.477295
	Iteration 0F: 3 clusters Score -1.196103e+07 nChanged 53845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -11992144.000000 Penalty: 3779.477295
	Iteration 1F: 3 clusters Score -1.199214e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -11993474.000000 Penalty: 3779.477295
	Iteration 2Q: 3 clusters Score -1.199347e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -11995954.000000 Penalty: 3779.477295
	Iteration 3F: 3 clusters Score -1.199595e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -12000386.000000 Penalty: 3779.477295
	Iteration 4F: 3 clusters Score -1.200039e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -12007572.000000 Penalty: 3779.477295
	Iteration 5F: 3 clusters Score -1.200757e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -12016750.000000 Penalty: 3779.477295
	Iteration 6F: 3 clusters Score -1.201675e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -12024679.000000 Penalty: 3779.477295
	Iteration 7F: 3 clusters Score -1.202468e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108264 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -12029752.000000 Penalty: 3779.477295
	Iteration 8Q: 3 clusters Score -1.202975e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12032254.000000 Penalty: 3779.477295
	Iteration 9Q: 3 clusters Score -1.203225e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111842 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12033117.000000 Penalty: 3779.477295
	Iteration 10Q: 3 clusters Score -1.203312e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12033336.000000 Penalty: 3779.477295
	Iteration 11Q: 3 clusters Score -1.203334e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12033441.000000 Penalty: 3779.477295
	Iteration 12Q: 3 clusters Score -1.203344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12033492.000000 Penalty: 3779.477295
	Iteration 13Q: 3 clusters Score -1.203349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12033506.000000 Penalty: 3779.477295
	Iteration 14Q: 3 clusters Score -1.203351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12033526.000000 Penalty: 3779.477295
	Iteration 15Q: 3 clusters Score -1.203353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12033517.000000 Penalty: 3779.477295
	Iteration 16Q: 3 clusters Score -1.203352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12033519.000000 Penalty: 3779.477295
	Iteration 17Q: 3 clusters Score -1.203352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12033525.000000 Penalty: 3779.477295
	Iteration 18Q: 3 clusters Score -1.203352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12033527.000000 Penalty: 3779.477295
	Iteration 19Q: 3 clusters Score -1.203353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12033527.000000 Penalty: 3779.477295
	Iteration 20F: 3 clusters Score -1.203353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (27033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Entering Unmasked Estep 
Score: -2801489.750000 Penalty: 1658.282227
	Iteration 0F: 2 clusters Score -2801490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2783231.500000 Penalty: 3316.564453
	Iteration 0F: 3 clusters Score -2783232 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2789935.000000 Penalty: 3316.564453
	Iteration 1F: 3 clusters Score -2789935 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2790278.500000 Penalty: 3316.564453
	Iteration 2Q: 3 clusters Score -2790278 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2790640.250000 Penalty: 3316.564453
	Iteration 3Q: 3 clusters Score -2790640 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2791069.000000 Penalty: 3316.564453
	Iteration 4Q: 3 clusters Score -2791069 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2791679.750000 Penalty: 3316.564453
	Iteration 5Q: 3 clusters Score -2791680 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2792496.750000 Penalty: 3316.564453
	Iteration 6Q: 3 clusters Score -2792497 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2793374.500000 Penalty: 3316.564453
	Iteration 7Q: 3 clusters Score -2793374 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2794196.250000 Penalty: 3316.564453
	Iteration 8F: 3 clusters Score -2794196 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2794878.000000 Penalty: 3316.564453
	Iteration 9Q: 3 clusters Score -2794878 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2795384.750000 Penalty: 3316.564453
	Iteration 10Q: 3 clusters Score -2795385 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2795756.000000 Penalty: 3316.564453
	Iteration 11Q: 3 clusters Score -2795756 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2796055.000000 Penalty: 3316.564453
	Iteration 12Q: 3 clusters Score -2796055 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2796279.750000 Penalty: 3316.564453
	Iteration 13Q: 3 clusters Score -2796280 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2796494.250000 Penalty: 3316.564453
	Iteration 14Q: 3 clusters Score -2796494 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2796699.750000 Penalty: 3316.564453
	Iteration 15Q: 3 clusters Score -2796700 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2796881.000000 Penalty: 3316.564453
	Iteration 16Q: 3 clusters Score -2796881 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2797093.000000 Penalty: 3316.564453
	Iteration 17Q: 3 clusters Score -2797093 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2797302.250000 Penalty: 3316.564453
	Iteration 18Q: 3 clusters Score -2797302 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2797542.750000 Penalty: 3316.564453
	Iteration 19Q: 3 clusters Score -2797543 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2797789.250000 Penalty: 3316.564453
	Iteration 20F: 3 clusters Score -2797789 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2798036.750000 Penalty: 3316.564453
	Iteration 21Q: 3 clusters Score -2798037 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2798289.500000 Penalty: 3316.564453
	Iteration 22Q: 3 clusters Score -2798290 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2798526.250000 Penalty: 3316.564453
	Iteration 23Q: 3 clusters Score -2798526 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2798739.250000 Penalty: 3316.564453
	Iteration 24Q: 3 clusters Score -2798739 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2798953.000000 Penalty: 3316.564453
	Iteration 25Q: 3 clusters Score -2798953 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2799130.500000 Penalty: 3316.564453
	Iteration 26Q: 3 clusters Score -2799130 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2799271.000000 Penalty: 3316.564453
	Iteration 27Q: 3 clusters Score -2799271 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2799406.250000 Penalty: 3316.564453
	Iteration 28Q: 3 clusters Score -2799406 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2799530.500000 Penalty: 3316.564453
	Iteration 29Q: 3 clusters Score -2799530 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2799660.750000 Penalty: 3316.564453
	Iteration 30Q: 3 clusters Score -2799661 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2799760.750000 Penalty: 3316.564453
	Iteration 31Q: 3 clusters Score -2799761 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2799843.000000 Penalty: 3316.564453
	Iteration 32Q: 3 clusters Score -2799843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2799896.500000 Penalty: 3316.564453
	Iteration 33Q: 3 clusters Score -2799896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2799951.500000 Penalty: 3316.564453
	Iteration 34Q: 3 clusters Score -2799952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2799991.000000 Penalty: 3316.564453
	Iteration 35Q: 3 clusters Score -2799991 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2800028.250000 Penalty: 3316.564453
	Iteration 36Q: 3 clusters Score -2800028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2800048.000000 Penalty: 3316.564453
	Iteration 37Q: 3 clusters Score -2800048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2800067.000000 Penalty: 3316.564453
	Iteration 38Q: 3 clusters Score -2800067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2800083.000000 Penalty: 3316.564453
	Iteration 39Q: 3 clusters Score -2800083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2800096.000000 Penalty: 3316.564453
	Iteration 40F: 3 clusters Score -2800096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2800101.000000 Penalty: 3316.564453
	Iteration 41Q: 3 clusters Score -2800101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2800117.750000 Penalty: 3316.564453
	Iteration 42Q: 3 clusters Score -2800118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2800122.250000 Penalty: 3316.564453
	Iteration 43Q: 3 clusters Score -2800122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2800124.000000 Penalty: 3316.564453
	Iteration 44Q: 3 clusters Score -2800124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2800130.750000 Penalty: 3316.564453
	Iteration 45Q: 3 clusters Score -2800131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2800136.500000 Penalty: 3316.564453
	Iteration 46Q: 3 clusters Score -2800136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2800141.750000 Penalty: 3316.564453
	Iteration 47Q: 3 clusters Score -2800142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2800147.750000 Penalty: 3316.564453
	Iteration 48Q: 3 clusters Score -2800148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2800154.500000 Penalty: 3316.564453
	Iteration 49Q: 3 clusters Score -2800154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2800159.250000 Penalty: 3316.564453
	Iteration 50Q: 3 clusters Score -2800159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2800169.250000 Penalty: 3316.564453
	Iteration 51Q: 3 clusters Score -2800169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2800176.750000 Penalty: 3316.564453
	Iteration 52Q: 3 clusters Score -2800177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2800178.250000 Penalty: 3316.564453
	Iteration 53Q: 3 clusters Score -2800178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2800185.000000 Penalty: 3316.564453
	Iteration 54Q: 3 clusters Score -2800185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2800183.500000 Penalty: 3316.564453
	Iteration 55Q: 3 clusters Score -2800184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2800189.250000 Penalty: 3316.564453
	Iteration 56Q: 3 clusters Score -2800189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2800194.500000 Penalty: 3316.564453
	Iteration 57Q: 3 clusters Score -2800194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2800198.500000 Penalty: 3316.564453
	Iteration 58Q: 3 clusters Score -2800198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2800207.750000 Penalty: 3316.564453
	Iteration 59Q: 3 clusters Score -2800208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2800204.500000 Penalty: 3316.564453
	Iteration 60F: 3 clusters Score -2800204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2800203.500000 Penalty: 3316.564453
	Iteration 61Q: 3 clusters Score -2800204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2800209.000000 Penalty: 3316.564453
	Iteration 62Q: 3 clusters Score -2800209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2800209.750000 Penalty: 3316.564453
	Iteration 63Q: 3 clusters Score -2800210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2800209.750000 Penalty: 3316.564453
	Iteration 64Q: 3 clusters Score -2800210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2800208.250000 Penalty: 3316.564453
	Iteration 65Q: 3 clusters Score -2800208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2800216.000000 Penalty: 3316.564453
	Iteration 66Q: 3 clusters Score -2800216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2800217.000000 Penalty: 3316.564453
	Iteration 67Q: 3 clusters Score -2800217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2800219.500000 Penalty: 3316.564453
	Iteration 68Q: 3 clusters Score -2800220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2800222.500000 Penalty: 3316.564453
	Iteration 69Q: 3 clusters Score -2800222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2800222.750000 Penalty: 3316.564453
	Iteration 70Q: 3 clusters Score -2800223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2800225.750000 Penalty: 3316.564453
	Iteration 71Q: 3 clusters Score -2800226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2800225.750000 Penalty: 3316.564453
	Iteration 72Q: 3 clusters Score -2800226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2800224.250000 Penalty: 3316.564453
	Iteration 73Q: 3 clusters Score -2800224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2800226.750000 Penalty: 3316.564453
	Iteration 74Q: 3 clusters Score -2800227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2800224.250000 Penalty: 3316.564453
	Iteration 75Q: 3 clusters Score -2800224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2800224.500000 Penalty: 3316.564453
	Iteration 76Q: 3 clusters Score -2800224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2800229.500000 Penalty: 3316.564453
	Iteration 77Q: 3 clusters Score -2800230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2800230.250000 Penalty: 3316.564453
	Iteration 78Q: 3 clusters Score -2800230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2800229.250000 Penalty: 3316.564453
	Iteration 79Q: 3 clusters Score -2800229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2800231.250000 Penalty: 3316.564453
	Iteration 80F: 3 clusters Score -2800231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2800227.500000 Penalty: 3316.564453
	Iteration 81Q: 3 clusters Score -2800228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2800227.500000 Penalty: 3316.564453
	Iteration 82F: 3 clusters Score -2800228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -135059.015625 Penalty: 1177.418945
	Iteration 0F: 2 clusters Score -135059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133375.718750 Penalty: 2354.837891
	Iteration 0F: 3 clusters Score -133375.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133760.890625 Penalty: 2354.837891
	Iteration 1F: 3 clusters Score -133760.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133847.906250 Penalty: 2354.837891
	Iteration 2F: 3 clusters Score -133847.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133889.718750 Penalty: 2354.837891
	Iteration 3Q: 3 clusters Score -133889.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133915.593750 Penalty: 2354.837891
	Iteration 4Q: 3 clusters Score -133915.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133926.953125 Penalty: 2354.837891
	Iteration 5Q: 3 clusters Score -133927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133933.687500 Penalty: 2354.837891
	Iteration 6Q: 3 clusters Score -133933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133936.718750 Penalty: 2354.837891
	Iteration 7Q: 3 clusters Score -133936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133942.078125 Penalty: 2354.837891
	Iteration 8Q: 3 clusters Score -133942.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133946.281250 Penalty: 2354.837891
	Iteration 9Q: 3 clusters Score -133946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133949.031250 Penalty: 2354.837891
	Iteration 10Q: 3 clusters Score -133949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133949.421875 Penalty: 2354.837891
	Iteration 11Q: 3 clusters Score -133949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133949.421875 Penalty: 2354.837891
	Iteration 12F: 3 clusters Score -133949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 119308 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 164228 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 88589 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 7089 members 
Mstep: Class 23 contains 605 members 
Mstep: Class 24 contains 5880 members 
Mstep: Class 25 contains 1639 members 
Mstep: Class 26 contains 112326 members 
Mstep: Class 27 contains 27033 members 
Mstep: Class 28 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101002736.000000 Penalty: 78423.320312
Iteration 79Q: 36 clusters Score -1.010027e+08 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 17974 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 120038 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 15102 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 167275 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 88509 members 
Mstep: Class 15 contains 8769 members 
Mstep: Class 16 contains 7192 members 
Mstep: Class 17 contains 20092 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 51140 members 
Mstep: Class 20 contains 4504 members 
Mstep: Class 21 contains 20465 members 
Mstep: Class 22 contains 7508 members 
Mstep: Class 23 contains 699 members 
Mstep: Class 24 contains 6069 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 112426 members 
Mstep: Class 27 contains 26941 members 
Mstep: Class 28 contains 1456 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 178803 members 
Mstep: Class 31 contains 69106 members 
Mstep: Class 32 contains 4513 members 
Mstep: Class 33 contains 691 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101009568.000000 Penalty: 78423.320312
Iteration 80F: 36 clusters Score -1.010096e+08 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 17825 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 120139 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 15066 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 168891 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 13 contains 6045 members 
Mstep: Class 14 contains 88354 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 7213 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 50457 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 7758 members 
Mstep: Class 23 contains 713 members 
Mstep: Class 24 contains 6215 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 112248 members 
Mstep: Class 27 contains 26933 members 
Mstep: Class 28 contains 1442 members 
Mstep: Class 29 contains 550 members 
Mstep: Class 30 contains 178852 members 
Mstep: Class 31 contains 68424 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 697 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101012600.000000 Penalty: 78423.320312
Iteration 81Q: 36 clusters Score -1.010126e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 17607 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 120141 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15077 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 170083 members 
Mstep: Class 11 contains 7058 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 88238 members 
Mstep: Class 15 contains 8533 members 
Mstep: Class 16 contains 7235 members 
Mstep: Class 17 contains 19851 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 50107 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 21 contains 20371 members 
Mstep: Class 22 contains 7976 members 
Mstep: Class 23 contains 707 members 
Mstep: Class 24 contains 6314 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 112092 members 
Mstep: Class 27 contains 26934 members 
Mstep: Class 28 contains 1453 members 
Mstep: Class 29 contains 547 members 
Mstep: Class 30 contains 178892 members 
Mstep: Class 31 contains 67949 members 
Mstep: Class 32 contains 4533 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101013016.000000 Penalty: 78423.320312
Iteration 82Q: 36 clusters Score -1.01013e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 120101 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 170979 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 5996 members 
Mstep: Class 14 contains 88162 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 19718 members 
Mstep: Class 18 contains 3297 members 
Mstep: Class 19 contains 49940 members 
Mstep: Class 20 contains 4435 members 
Mstep: Class 21 contains 20378 members 
Mstep: Class 22 contains 8156 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 1694 members 
Mstep: Class 26 contains 111943 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1465 members 
Mstep: Class 29 contains 545 members 
Mstep: Class 30 contains 178933 members 
Mstep: Class 31 contains 67609 members 
Mstep: Class 32 contains 4515 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101013832.000000 Penalty: 78423.320312
Iteration 83Q: 36 clusters Score -1.010138e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 17238 members 
Mstep: Class 3 contains 2511 members 
Mstep: Class 4 contains 120003 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 171708 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 2112 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 88126 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 19583 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 49850 members 
Mstep: Class 20 contains 4412 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 6428 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 111824 members 
Mstep: Class 27 contains 26940 members 
Mstep: Class 28 contains 1475 members 
Mstep: Class 29 contains 537 members 
Mstep: Class 30 contains 179025 members 
Mstep: Class 31 contains 67361 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 724 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014336.000000 Penalty: 78423.320312
Iteration 84Q: 36 clusters Score -1.010143e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 17070 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 119923 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 15066 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5972 members 
Mstep: Class 14 contains 88096 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 19463 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 49794 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 20384 members 
Mstep: Class 22 contains 8418 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 6463 members 
Mstep: Class 25 contains 1733 members 
Mstep: Class 26 contains 111731 members 
Mstep: Class 27 contains 26950 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 179089 members 
Mstep: Class 31 contains 67191 members 
Mstep: Class 32 contains 4437 members 
Mstep: Class 33 contains 724 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014664.000000 Penalty: 78423.320312
Iteration 85Q: 36 clusters Score -1.010147e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 16906 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 119834 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 172846 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 88070 members 
Mstep: Class 15 contains 8103 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 19332 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 49762 members 
Mstep: Class 20 contains 4371 members 
Mstep: Class 21 contains 20397 members 
Mstep: Class 22 contains 8518 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 6498 members 
Mstep: Class 25 contains 1743 members 
Mstep: Class 26 contains 111643 members 
Mstep: Class 27 contains 26960 members 
Mstep: Class 28 contains 1479 members 
Mstep: Class 29 contains 518 members 
Mstep: Class 30 contains 179176 members 
Mstep: Class 31 contains 67062 members 
Mstep: Class 32 contains 4391 members 
Mstep: Class 33 contains 724 members 
Mstep: Class 34 contains 1392 members 
Mstep: Class 35 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014760.000000 Penalty: 78423.320312
Iteration 86Q: 36 clusters Score -1.010148e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 16764 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 119765 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 173316 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 5951 members 
Mstep: Class 14 contains 88042 members 
Mstep: Class 15 contains 7977 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 19196 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 49739 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 8624 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 6528 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 111586 members 
Mstep: Class 27 contains 26978 members 
Mstep: Class 28 contains 1483 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 179255 members 
Mstep: Class 31 contains 66961 members 
Mstep: Class 32 contains 4328 members 
Mstep: Class 33 contains 726 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014784.000000 Penalty: 78423.320312
Iteration 87Q: 36 clusters Score -1.010148e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 119728 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15064 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 173712 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 5943 members 
Mstep: Class 14 contains 88027 members 
Mstep: Class 15 contains 7862 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 19074 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 49712 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 8735 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 6545 members 
Mstep: Class 25 contains 1751 members 
Mstep: Class 26 contains 111532 members 
Mstep: Class 27 contains 26995 members 
Mstep: Class 28 contains 1484 members 
Mstep: Class 29 contains 504 members 
Mstep: Class 30 contains 179315 members 
Mstep: Class 31 contains 66893 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 729 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014992.000000 Penalty: 78423.320312
Iteration 88Q: 36 clusters Score -1.01015e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 16509 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 119692 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15077 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 174050 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 5935 members 
Mstep: Class 14 contains 88009 members 
Mstep: Class 15 contains 7755 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 18978 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 49669 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 20393 members 
Mstep: Class 22 contains 8869 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 6567 members 
Mstep: Class 25 contains 1758 members 
Mstep: Class 26 contains 111478 members 
Mstep: Class 27 contains 27017 members 
Mstep: Class 28 contains 1483 members 
Mstep: Class 29 contains 497 members 
Mstep: Class 30 contains 179390 members 
Mstep: Class 31 contains 66838 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015184.000000 Penalty: 78423.320312
Iteration 89Q: 36 clusters Score -1.010152e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 16397 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 119646 members 
Mstep: Class 5 contains 2142 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15087 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 174366 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 5935 members 
Mstep: Class 14 contains 88005 members 
Mstep: Class 15 contains 7665 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 17 contains 18904 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 49646 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 8986 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 6577 members 
Mstep: Class 25 contains 1764 members 
Mstep: Class 26 contains 111424 members 
Mstep: Class 27 contains 27032 members 
Mstep: Class 28 contains 1484 members 
Mstep: Class 29 contains 494 members 
Mstep: Class 30 contains 179463 members 
Mstep: Class 31 contains 66773 members 
Mstep: Class 32 contains 4128 members 
Mstep: Class 33 contains 734 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015312.000000 Penalty: 78423.320312
Iteration 90Q: 36 clusters Score -1.010153e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 16297 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 119614 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 174654 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 87997 members 
Mstep: Class 15 contains 7574 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 18841 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 49624 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 21 contains 20379 members 
Mstep: Class 22 contains 9096 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 6593 members 
Mstep: Class 25 contains 1770 members 
Mstep: Class 26 contains 111378 members 
Mstep: Class 27 contains 27048 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 490 members 
Mstep: Class 30 contains 179518 members 
Mstep: Class 31 contains 66702 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 735 members 
Mstep: Class 34 contains 1394 members 
Mstep: Class 35 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015368.000000 Penalty: 78423.320312
Iteration 91Q: 36 clusters Score -1.010154e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 16183 members 
Mstep: Class 3 contains 2493 members 
Mstep: Class 4 contains 119591 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 174912 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 2499 members 
Mstep: Class 13 contains 5929 members 
Mstep: Class 14 contains 87994 members 
Mstep: Class 15 contains 7490 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 18778 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 49606 members 
Mstep: Class 20 contains 4273 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 9195 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 6607 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 111349 members 
Mstep: Class 27 contains 27067 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179560 members 
Mstep: Class 31 contains 66646 members 
Mstep: Class 32 contains 4011 members 
Mstep: Class 33 contains 735 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015328.000000 Penalty: 78423.320312
Iteration 92Q: 36 clusters Score -1.010153e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 16093 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 119581 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15104 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 175110 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 5928 members 
Mstep: Class 14 contains 87992 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 18731 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 49578 members 
Mstep: Class 20 contains 4267 members 
Mstep: Class 21 contains 20376 members 
Mstep: Class 22 contains 9303 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6616 members 
Mstep: Class 25 contains 1789 members 
Mstep: Class 26 contains 111316 members 
Mstep: Class 27 contains 27088 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179589 members 
Mstep: Class 31 contains 66595 members 
Mstep: Class 32 contains 3950 members 
Mstep: Class 33 contains 735 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015536.000000 Penalty: 78423.320312
Iteration 93Q: 36 clusters Score -1.010155e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 119573 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 175260 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 87992 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 18693 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 49555 members 
Mstep: Class 20 contains 4266 members 
Mstep: Class 21 contains 20379 members 
Mstep: Class 22 contains 9389 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6622 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 111291 members 
Mstep: Class 27 contains 27099 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179625 members 
Mstep: Class 31 contains 66555 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015696.000000 Penalty: 78423.320312
Iteration 94Q: 36 clusters Score -1.010157e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 15968 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 119562 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 175420 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 87990 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 18656 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 49536 members 
Mstep: Class 20 contains 4263 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 9463 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6627 members 
Mstep: Class 25 contains 1790 members 
Mstep: Class 26 contains 111269 members 
Mstep: Class 27 contains 27106 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179666 members 
Mstep: Class 31 contains 66503 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015456.000000 Penalty: 78423.320312
Iteration 95Q: 36 clusters Score -1.010155e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 15911 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 119550 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 175547 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 2590 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 87990 members 
Mstep: Class 15 contains 7323 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 18628 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 49522 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 20384 members 
Mstep: Class 22 contains 9517 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6629 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 111250 members 
Mstep: Class 27 contains 27118 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179680 members 
Mstep: Class 31 contains 66468 members 
Mstep: Class 32 contains 3829 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015320.000000 Penalty: 78423.320312
Iteration 96Q: 36 clusters Score -1.010153e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 119549 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 175663 members 
Mstep: Class 11 contains 6616 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 87992 members 
Mstep: Class 15 contains 7305 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 18604 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 49511 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 9557 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6633 members 
Mstep: Class 25 contains 1803 members 
Mstep: Class 26 contains 111237 members 
Mstep: Class 27 contains 27125 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179692 members 
Mstep: Class 31 contains 66432 members 
Mstep: Class 32 contains 3802 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015248.000000 Penalty: 78423.320312
Iteration 97Q: 36 clusters Score -1.010152e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 15821 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 119542 members 
Mstep: Class 5 contains 2211 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15099 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 175763 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 87992 members 
Mstep: Class 15 contains 7294 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 18587 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 49502 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 20385 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6635 members 
Mstep: Class 25 contains 1806 members 
Mstep: Class 26 contains 111226 members 
Mstep: Class 27 contains 27139 members 
Mstep: Class 28 contains 1485 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179710 members 
Mstep: Class 31 contains 66403 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015136.000000 Penalty: 78423.320312
Iteration 98Q: 36 clusters Score -1.010151e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 119555 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15104 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 175849 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 87994 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 18573 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 49489 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 20386 members 
Mstep: Class 22 contains 9630 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6637 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 111213 members 
Mstep: Class 27 contains 27144 members 
Mstep: Class 28 contains 1485 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179723 members 
Mstep: Class 31 contains 66380 members 
Mstep: Class 32 contains 3765 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015120.000000 Penalty: 78423.320312
Iteration 99Q: 36 clusters Score -1.010151e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 15757 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 119547 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 175907 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 2608 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 87997 members 
Mstep: Class 15 contains 7259 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 18566 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 49478 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 9656 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 6638 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 111206 members 
Mstep: Class 27 contains 27146 members 
Mstep: Class 28 contains 1485 members 
Mstep: Class 29 contains 489 members 
Mstep: Class 30 contains 179738 members 
Mstep: Class 31 contains 66367 members 
Mstep: Class 32 contains 3754 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015696.000000 Penalty: 78423.320312
Iteration 100F: 36 clusters Score -1.010157e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 15731 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 119539 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 175978 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 5932 members 
Mstep: Class 14 contains 88001 members 
Mstep: Class 15 contains 7226 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 18557 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 49470 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 23 contains 750 members 
Mstep: Class 24 contains 6638 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 111198 members 
Mstep: Class 27 contains 27150 members 
Mstep: Class 28 contains 1485 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 179748 members 
Mstep: Class 31 contains 66356 members 
Mstep: Class 32 contains 3743 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016320.000000 Penalty: 78423.320312
Iteration 101Q: 36 clusters Score -1.010163e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 15697 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 119539 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 176058 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5932 members 
Mstep: Class 14 contains 88001 members 
Mstep: Class 15 contains 7206 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 18547 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 49458 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 758 members 
Mstep: Class 24 contains 6638 members 
Mstep: Class 25 contains 1829 members 
Mstep: Class 26 contains 111189 members 
Mstep: Class 27 contains 27152 members 
Mstep: Class 28 contains 1486 members 
Mstep: Class 29 contains 468 members 
Mstep: Class 30 contains 179756 members 
Mstep: Class 31 contains 66348 members 
Mstep: Class 32 contains 3733 members 
Mstep: Class 33 contains 738 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016576.000000 Penalty: 78423.320312
Iteration 102Q: 36 clusters Score -1.010166e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 119544 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 176127 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 2670 members 
Mstep: Class 13 contains 5932 members 
Mstep: Class 14 contains 88002 members 
Mstep: Class 15 contains 7189 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 18532 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 49449 members 
Mstep: Class 20 contains 4252 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 768 members 
Mstep: Class 24 contains 6638 members 
Mstep: Class 25 contains 1838 members 
Mstep: Class 26 contains 111190 members 
Mstep: Class 27 contains 27154 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 453 members 
Mstep: Class 30 contains 179775 members 
Mstep: Class 31 contains 66335 members 
Mstep: Class 32 contains 3723 members 
Mstep: Class 33 contains 739 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016440.000000 Penalty: 78423.320312
Iteration 103Q: 36 clusters Score -1.010164e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 15646 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 119561 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 176198 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 88003 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 18519 members 
Mstep: Class 18 contains 3336 members 
Mstep: Class 19 contains 49442 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 9733 members 
Mstep: Class 23 contains 775 members 
Mstep: Class 24 contains 6637 members 
Mstep: Class 25 contains 1853 members 
Mstep: Class 26 contains 111186 members 
Mstep: Class 27 contains 27157 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 179780 members 
Mstep: Class 31 contains 66318 members 
Mstep: Class 32 contains 3708 members 
Mstep: Class 33 contains 746 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016616.000000 Penalty: 78423.320312
Iteration 104Q: 36 clusters Score -1.010166e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 15627 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 119564 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 15122 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 176272 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 5932 members 
Mstep: Class 14 contains 88003 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 18505 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 49441 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 9750 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6640 members 
Mstep: Class 25 contains 1872 members 
Mstep: Class 26 contains 111178 members 
Mstep: Class 27 contains 27162 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 427 members 
Mstep: Class 30 contains 179794 members 
Mstep: Class 31 contains 66305 members 
Mstep: Class 32 contains 3690 members 
Mstep: Class 33 contains 750 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016344.000000 Penalty: 78423.320312
Iteration 105Q: 36 clusters Score -1.010163e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 119556 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 176331 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 88003 members 
Mstep: Class 15 contains 7091 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 18502 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 49437 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 9769 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6640 members 
Mstep: Class 25 contains 1895 members 
Mstep: Class 26 contains 111172 members 
Mstep: Class 27 contains 27167 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 420 members 
Mstep: Class 30 contains 179791 members 
Mstep: Class 31 contains 66292 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016320.000000 Penalty: 78423.320312
Iteration 106Q: 36 clusters Score -1.010163e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 15591 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 119549 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15132 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 176383 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 2693 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 88001 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 7277 members 
Mstep: Class 17 contains 18498 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 49433 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 20394 members 
Mstep: Class 22 contains 9787 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 6642 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 111172 members 
Mstep: Class 27 contains 27175 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 179800 members 
Mstep: Class 31 contains 66283 members 
Mstep: Class 32 contains 3672 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016424.000000 Penalty: 78423.320312
Iteration 107Q: 36 clusters Score -1.010164e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 15577 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 119539 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15141 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 176431 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 88000 members 
Mstep: Class 15 contains 7018 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 18496 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 49437 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 9799 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 6644 members 
Mstep: Class 25 contains 1944 members 
Mstep: Class 26 contains 111171 members 
Mstep: Class 27 contains 27178 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 412 members 
Mstep: Class 30 contains 179815 members 
Mstep: Class 31 contains 66274 members 
Mstep: Class 32 contains 3662 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016416.000000 Penalty: 78423.320312
Iteration 108Q: 36 clusters Score -1.010164e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 15558 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 119536 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15149 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 176479 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 87999 members 
Mstep: Class 15 contains 6996 members 
Mstep: Class 16 contains 7278 members 
Mstep: Class 17 contains 18492 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 49439 members 
Mstep: Class 20 contains 4250 members 
Mstep: Class 21 contains 20400 members 
Mstep: Class 22 contains 9806 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 6647 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 111171 members 
Mstep: Class 27 contains 27184 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179821 members 
Mstep: Class 31 contains 66263 members 
Mstep: Class 32 contains 3659 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016496.000000 Penalty: 78423.320312
Iteration 109Q: 36 clusters Score -1.010165e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 15536 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 119521 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15159 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2482 members 
Mstep: Class 10 contains 176526 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 87999 members 
Mstep: Class 15 contains 6965 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 18486 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 49440 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 20402 members 
Mstep: Class 22 contains 9817 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 6648 members 
Mstep: Class 25 contains 1988 members 
Mstep: Class 26 contains 111171 members 
Mstep: Class 27 contains 27189 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179843 members 
Mstep: Class 31 contains 66255 members 
Mstep: Class 32 contains 3658 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016472.000000 Penalty: 78423.320312
Iteration 110Q: 36 clusters Score -1.010165e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15514 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 119520 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 176567 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 87999 members 
Mstep: Class 15 contains 6937 members 
Mstep: Class 16 contains 7282 members 
Mstep: Class 17 contains 18479 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49435 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 20402 members 
Mstep: Class 22 contains 9828 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 6650 members 
Mstep: Class 25 contains 2008 members 
Mstep: Class 26 contains 111170 members 
Mstep: Class 27 contains 27195 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179851 members 
Mstep: Class 31 contains 66249 members 
Mstep: Class 32 contains 3652 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016608.000000 Penalty: 78423.320312
Iteration 111Q: 36 clusters Score -1.010166e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15493 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 119523 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15182 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 176608 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 88000 members 
Mstep: Class 15 contains 6920 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 18471 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49431 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 20400 members 
Mstep: Class 22 contains 9834 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 6650 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 111170 members 
Mstep: Class 27 contains 27201 members 
Mstep: Class 28 contains 1492 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179860 members 
Mstep: Class 31 contains 66243 members 
Mstep: Class 32 contains 3649 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016584.000000 Penalty: 78423.320312
Iteration 112Q: 36 clusters Score -1.010166e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 15474 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 119519 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15184 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176650 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 88001 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 18464 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49430 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 20401 members 
Mstep: Class 22 contains 9842 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 6651 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 111169 members 
Mstep: Class 27 contains 27206 members 
Mstep: Class 28 contains 1492 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179876 members 
Mstep: Class 31 contains 66236 members 
Mstep: Class 32 contains 3646 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016552.000000 Penalty: 78423.320312
Iteration 113Q: 36 clusters Score -1.010166e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 119511 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15186 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176685 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 2701 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88003 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 18462 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49426 members 
Mstep: Class 20 contains 4245 members 
Mstep: Class 21 contains 20401 members 
Mstep: Class 22 contains 9849 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 6650 members 
Mstep: Class 25 contains 2028 members 
Mstep: Class 26 contains 111174 members 
Mstep: Class 27 contains 27214 members 
Mstep: Class 28 contains 1492 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179893 members 
Mstep: Class 31 contains 66233 members 
Mstep: Class 32 contains 3643 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016576.000000 Penalty: 78423.320312
Iteration 114Q: 36 clusters Score -1.010166e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15431 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 119502 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176718 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88003 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18462 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49424 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 20403 members 
Mstep: Class 22 contains 9852 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 6650 members 
Mstep: Class 25 contains 2031 members 
Mstep: Class 26 contains 111176 members 
Mstep: Class 27 contains 27220 members 
Mstep: Class 28 contains 1492 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179910 members 
Mstep: Class 31 contains 66232 members 
Mstep: Class 32 contains 3643 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016480.000000 Penalty: 78423.320312
Iteration 115Q: 36 clusters Score -1.010165e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 119503 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15195 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176745 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88003 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18458 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49422 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 20406 members 
Mstep: Class 22 contains 9855 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 6651 members 
Mstep: Class 25 contains 2034 members 
Mstep: Class 26 contains 111180 members 
Mstep: Class 27 contains 27225 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179934 members 
Mstep: Class 31 contains 66227 members 
Mstep: Class 32 contains 3641 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016440.000000 Penalty: 78423.320312
Iteration 116Q: 36 clusters Score -1.010164e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 119504 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176772 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88003 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18454 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49420 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20405 members 
Mstep: Class 22 contains 9860 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6652 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 111183 members 
Mstep: Class 27 contains 27227 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179944 members 
Mstep: Class 31 contains 66226 members 
Mstep: Class 32 contains 3641 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016416.000000 Penalty: 78423.320312
Iteration 117Q: 36 clusters Score -1.010164e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 119504 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176791 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88004 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18450 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49421 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 9861 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6652 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 111185 members 
Mstep: Class 27 contains 27230 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179953 members 
Mstep: Class 31 contains 66224 members 
Mstep: Class 32 contains 3640 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016352.000000 Penalty: 78423.320312
Iteration 118Q: 36 clusters Score -1.010164e+08 nChanged 104
Entering ConstructFrom: 
Score: -101016352.000000 Penalty: 78423.320312
Entering ConstructFrom: 
Trying to split cluster 1 (12745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Entering Unmasked Estep 
Score: -1371937.000000 Penalty: 1536.095337
	Iteration 0F: 2 clusters Score -1371937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1362978.875000 Penalty: 3072.190674
	Iteration 0F: 3 clusters Score -1362979 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1366009.125000 Penalty: 3072.190674
	Iteration 1F: 3 clusters Score -1366009 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1366322.625000 Penalty: 3072.190674
	Iteration 2F: 3 clusters Score -1366323 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1366601.000000 Penalty: 3072.190674
	Iteration 3F: 3 clusters Score -1366601 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1366909.875000 Penalty: 3072.190674
	Iteration 4Q: 3 clusters Score -1366910 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1367279.125000 Penalty: 3072.190674
	Iteration 5Q: 3 clusters Score -1367279 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1367658.250000 Penalty: 3072.190674
	Iteration 6Q: 3 clusters Score -1367658 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1368052.000000 Penalty: 3072.190674
	Iteration 7Q: 3 clusters Score -1368052 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1368411.125000 Penalty: 3072.190674
	Iteration 8Q: 3 clusters Score -1368411 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1368731.625000 Penalty: 3072.190674
	Iteration 9Q: 3 clusters Score -1368732 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1369026.250000 Penalty: 3072.190674
	Iteration 10Q: 3 clusters Score -1369026 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1369295.000000 Penalty: 3072.190674
	Iteration 11Q: 3 clusters Score -1369295 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1369517.500000 Penalty: 3072.190674
	Iteration 12Q: 3 clusters Score -1369518 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1369714.750000 Penalty: 3072.190674
	Iteration 13Q: 3 clusters Score -1369715 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1369907.000000 Penalty: 3072.190674
	Iteration 14Q: 3 clusters Score -1369907 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1370063.375000 Penalty: 3072.190674
	Iteration 15Q: 3 clusters Score -1370063 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1370186.375000 Penalty: 3072.190674
	Iteration 16Q: 3 clusters Score -1370186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1370280.000000 Penalty: 3072.190674
	Iteration 17Q: 3 clusters Score -1370280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1370357.250000 Penalty: 3072.190674
	Iteration 18Q: 3 clusters Score -1370357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1370416.375000 Penalty: 3072.190674
	Iteration 19Q: 3 clusters Score -1370416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1370455.625000 Penalty: 3072.190674
	Iteration 20F: 3 clusters Score -1370456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1370491.500000 Penalty: 3072.190674
	Iteration 21Q: 3 clusters Score -1370492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1370517.375000 Penalty: 3072.190674
	Iteration 22Q: 3 clusters Score -1370517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1370544.375000 Penalty: 3072.190674
	Iteration 23Q: 3 clusters Score -1370544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1370569.125000 Penalty: 3072.190674
	Iteration 24Q: 3 clusters Score -1370569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1370584.125000 Penalty: 3072.190674
	Iteration 25Q: 3 clusters Score -1370584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1370599.250000 Penalty: 3072.190674
	Iteration 26Q: 3 clusters Score -1370599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1370616.125000 Penalty: 3072.190674
	Iteration 27Q: 3 clusters Score -1370616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1370625.625000 Penalty: 3072.190674
	Iteration 28Q: 3 clusters Score -1370626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1370638.000000 Penalty: 3072.190674
	Iteration 29Q: 3 clusters Score -1370638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1370643.500000 Penalty: 3072.190674
	Iteration 30Q: 3 clusters Score -1370644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1370650.500000 Penalty: 3072.190674
	Iteration 31Q: 3 clusters Score -1370650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1370655.125000 Penalty: 3072.190674
	Iteration 32Q: 3 clusters Score -1370655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1370665.875000 Penalty: 3072.190674
	Iteration 33Q: 3 clusters Score -1370666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1370668.750000 Penalty: 3072.190674
	Iteration 34Q: 3 clusters Score -1370669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1370674.500000 Penalty: 3072.190674
	Iteration 35Q: 3 clusters Score -1370674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1370678.500000 Penalty: 3072.190674
	Iteration 36Q: 3 clusters Score -1370678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1370680.875000 Penalty: 3072.190674
	Iteration 37Q: 3 clusters Score -1370681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1370688.250000 Penalty: 3072.190674
	Iteration 38Q: 3 clusters Score -1370688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1370692.500000 Penalty: 3072.190674
	Iteration 39Q: 3 clusters Score -1370692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1370695.125000 Penalty: 3072.190674
	Iteration 40F: 3 clusters Score -1370695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1370699.500000 Penalty: 3072.190674
	Iteration 41Q: 3 clusters Score -1370700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1370701.750000 Penalty: 3072.190674
	Iteration 42Q: 3 clusters Score -1370702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1370701.750000 Penalty: 3072.190674
	Iteration 43Q: 3 clusters Score -1370702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1370705.875000 Penalty: 3072.190674
	Iteration 44Q: 3 clusters Score -1370706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1370706.375000 Penalty: 3072.190674
	Iteration 45Q: 3 clusters Score -1370706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1370708.500000 Penalty: 3072.190674
	Iteration 46Q: 3 clusters Score -1370708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1370709.500000 Penalty: 3072.190674
	Iteration 47Q: 3 clusters Score -1370710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1370709.500000 Penalty: 3072.190674
	Iteration 48F: 3 clusters Score -1370710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Entering Unmasked Estep 
Score: -1664417.875000 Penalty: 1566.739380
	Iteration 0F: 2 clusters Score -1664418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1653856.375000 Penalty: 3133.478760
	Iteration 0F: 3 clusters Score -1653856 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1657562.625000 Penalty: 3133.478760
	Iteration 1F: 3 clusters Score -1657563 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1657837.500000 Penalty: 3133.478760
	Iteration 2Q: 3 clusters Score -1657838 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1658122.500000 Penalty: 3133.478760
	Iteration 3Q: 3 clusters Score -1658122 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1658484.500000 Penalty: 3133.478760
	Iteration 4Q: 3 clusters Score -1658484 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1658947.500000 Penalty: 3133.478760
	Iteration 5F: 3 clusters Score -1658948 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1659599.125000 Penalty: 3133.478760
	Iteration 6F: 3 clusters Score -1659599 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1660437.625000 Penalty: 3133.478760
	Iteration 7F: 3 clusters Score -1660438 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1661326.875000 Penalty: 3133.478760
	Iteration 8F: 3 clusters Score -1661327 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1662063.250000 Penalty: 3133.478760
	Iteration 9Q: 3 clusters Score -1662063 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1662538.250000 Penalty: 3133.478760
	Iteration 10Q: 3 clusters Score -1662538 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1662797.125000 Penalty: 3133.478760
	Iteration 11Q: 3 clusters Score -1662797 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1662925.250000 Penalty: 3133.478760
	Iteration 12Q: 3 clusters Score -1662925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1662999.250000 Penalty: 3133.478760
	Iteration 13Q: 3 clusters Score -1662999 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1663066.750000 Penalty: 3133.478760
	Iteration 14Q: 3 clusters Score -1663067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1663111.500000 Penalty: 3133.478760
	Iteration 15Q: 3 clusters Score -1663112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1663140.875000 Penalty: 3133.478760
	Iteration 16Q: 3 clusters Score -1663141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1663171.375000 Penalty: 3133.478760
	Iteration 17Q: 3 clusters Score -1663171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1663185.750000 Penalty: 3133.478760
	Iteration 18Q: 3 clusters Score -1663186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1663193.375000 Penalty: 3133.478760
	Iteration 19Q: 3 clusters Score -1663193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1663209.000000 Penalty: 3133.478760
	Iteration 20F: 3 clusters Score -1663209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1663227.625000 Penalty: 3133.478760
	Iteration 21Q: 3 clusters Score -1663228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1663246.750000 Penalty: 3133.478760
	Iteration 22Q: 3 clusters Score -1663247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1663251.125000 Penalty: 3133.478760
	Iteration 23Q: 3 clusters Score -1663251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1663259.250000 Penalty: 3133.478760
	Iteration 24Q: 3 clusters Score -1663259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1663258.875000 Penalty: 3133.478760
	Iteration 25Q: 3 clusters Score -1663259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1663261.250000 Penalty: 3133.478760
	Iteration 26Q: 3 clusters Score -1663261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1663263.750000 Penalty: 3133.478760
	Iteration 27Q: 3 clusters Score -1663264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1663269.875000 Penalty: 3133.478760
	Iteration 28Q: 3 clusters Score -1663270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1663269.500000 Penalty: 3133.478760
	Iteration 29Q: 3 clusters Score -1663270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1663272.625000 Penalty: 3133.478760
	Iteration 30Q: 3 clusters Score -1663273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1663277.000000 Penalty: 3133.478760
	Iteration 31Q: 3 clusters Score -1663277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1663283.250000 Penalty: 3133.478760
	Iteration 32Q: 3 clusters Score -1663283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1663283.000000 Penalty: 3133.478760
	Iteration 33Q: 3 clusters Score -1663283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1663285.000000 Penalty: 3133.478760
	Iteration 34Q: 3 clusters Score -1663285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1663289.125000 Penalty: 3133.478760
	Iteration 35Q: 3 clusters Score -1663289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1663291.000000 Penalty: 3133.478760
	Iteration 36Q: 3 clusters Score -1663291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1663293.750000 Penalty: 3133.478760
	Iteration 37Q: 3 clusters Score -1663294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1663294.000000 Penalty: 3133.478760
	Iteration 38Q: 3 clusters Score -1663294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1663295.125000 Penalty: 3133.478760
	Iteration 39Q: 3 clusters Score -1663295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1663294.625000 Penalty: 3133.478760
	Iteration 40F: 3 clusters Score -1663295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -223934.156250 Penalty: 1269.445679
	Iteration 0F: 2 clusters Score -223934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -221631.156250 Penalty: 2538.891357
	Iteration 0F: 3 clusters Score -221631.2 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -222440.953125 Penalty: 2538.891357
	Iteration 1F: 3 clusters Score -222441 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -222708.625000 Penalty: 2538.891357
	Iteration 2F: 3 clusters Score -222708.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -222910.437500 Penalty: 2538.891357
	Iteration 3F: 3 clusters Score -222910.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223054.125000 Penalty: 2538.891357
	Iteration 4F: 3 clusters Score -223054.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -223175.250000 Penalty: 2538.891357
	Iteration 5Q: 3 clusters Score -223175.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223280.593750 Penalty: 2538.891357
	Iteration 6Q: 3 clusters Score -223280.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -223379.609375 Penalty: 2538.891357
	Iteration 7Q: 3 clusters Score -223379.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -223487.453125 Penalty: 2538.891357
	Iteration 8Q: 3 clusters Score -223487.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -223585.203125 Penalty: 2538.891357
	Iteration 9Q: 3 clusters Score -223585.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -223670.578125 Penalty: 2538.891357
	Iteration 10Q: 3 clusters Score -223670.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -223739.203125 Penalty: 2538.891357
	Iteration 11Q: 3 clusters Score -223739.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -223795.750000 Penalty: 2538.891357
	Iteration 12Q: 3 clusters Score -223795.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -223848.281250 Penalty: 2538.891357
	Iteration 13Q: 3 clusters Score -223848.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -223882.531250 Penalty: 2538.891357
	Iteration 14Q: 3 clusters Score -223882.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223893.687500 Penalty: 2538.891357
	Iteration 15Q: 3 clusters Score -223893.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -223901.140625 Penalty: 2538.891357
	Iteration 16Q: 3 clusters Score -223901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -223903.187500 Penalty: 2538.891357
	Iteration 17Q: 3 clusters Score -223903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -223904.140625 Penalty: 2538.891357
	Iteration 18Q: 3 clusters Score -223904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -223906.656250 Penalty: 2538.891357
	Iteration 19Q: 3 clusters Score -223906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -223909.203125 Penalty: 2538.891357
	Iteration 20F: 3 clusters Score -223909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -223911.437500 Penalty: 2538.891357
	Iteration 21Q: 3 clusters Score -223911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -223912.296875 Penalty: 2538.891357
	Iteration 22Q: 3 clusters Score -223912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223913.296875 Penalty: 2538.891357
	Iteration 23Q: 3 clusters Score -223913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -223914.390625 Penalty: 2538.891357
	Iteration 24Q: 3 clusters Score -223914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -223914.750000 Penalty: 2538.891357
	Iteration 25Q: 3 clusters Score -223914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -223915.656250 Penalty: 2538.891357
	Iteration 26Q: 3 clusters Score -223915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223915.859375 Penalty: 2538.891357
	Iteration 27Q: 3 clusters Score -223915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223915.859375 Penalty: 2538.891357
	Iteration 28F: 3 clusters Score -223915.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Entering Unmasked Estep 
Score: -12929812.000000 Penalty: 1899.793701
	Iteration 0F: 2 clusters Score -1.292981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -12850900.000000 Penalty: 3799.587402
	Iteration 0F: 3 clusters Score -1.28509e+07 nChanged 57318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -12884385.000000 Penalty: 3799.587402
	Iteration 1F: 3 clusters Score -1.288438e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -12885920.000000 Penalty: 3799.587402
	Iteration 2Q: 3 clusters Score -1.288592e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -12888357.000000 Penalty: 3799.587402
	Iteration 3Q: 3 clusters Score -1.288836e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -12893069.000000 Penalty: 3799.587402
	Iteration 4F: 3 clusters Score -1.289307e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -12900662.000000 Penalty: 3799.587402
	Iteration 5F: 3 clusters Score -1.290066e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -12910833.000000 Penalty: 3799.587402
	Iteration 6F: 3 clusters Score -1.291083e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -12919901.000000 Penalty: 3799.587402
	Iteration 7F: 3 clusters Score -1.29199e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -12925031.000000 Penalty: 3799.587402
	Iteration 8Q: 3 clusters Score -1.292503e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 118400 members 
Entering Unmasked Estep 
Score: -12927174.000000 Penalty: 3799.587402
	Iteration 9Q: 3 clusters Score -1.292717e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 119096 members 
Entering Unmasked Estep 
Score: -12927771.000000 Penalty: 3799.587402
	Iteration 10Q: 3 clusters Score -1.292777e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 119275 members 
Entering Unmasked Estep 
Score: -12927957.000000 Penalty: 3799.587402
	Iteration 11Q: 3 clusters Score -1.292796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119331 members 
Entering Unmasked Estep 
Score: -12928074.000000 Penalty: 3799.587402
	Iteration 12Q: 3 clusters Score -1.292807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -12928100.000000 Penalty: 3799.587402
	Iteration 13Q: 3 clusters Score -1.29281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -12928117.000000 Penalty: 3799.587402
	Iteration 14Q: 3 clusters Score -1.292812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -12928122.000000 Penalty: 3799.587402
	Iteration 15Q: 3 clusters Score -1.292812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -12928136.000000 Penalty: 3799.587402
	Iteration 16Q: 3 clusters Score -1.292814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -12928136.000000 Penalty: 3799.587402
	Iteration 17Q: 3 clusters Score -1.292814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -12928148.000000 Penalty: 3799.587402
	Iteration 18Q: 3 clusters Score -1.292815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -12928142.000000 Penalty: 3799.587402
	Iteration 19Q: 3 clusters Score -1.292814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -12928153.000000 Penalty: 3799.587402
	Iteration 20F: 3 clusters Score -1.292815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -12928161.000000 Penalty: 3799.587402
	Iteration 21Q: 3 clusters Score -1.292816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -12928159.000000 Penalty: 3799.587402
	Iteration 22Q: 3 clusters Score -1.292816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -12928168.000000 Penalty: 3799.587402
	Iteration 23Q: 3 clusters Score -1.292817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -12928162.000000 Penalty: 3799.587402
	Iteration 24Q: 3 clusters Score -1.292816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -12928162.000000 Penalty: 3799.587402
	Iteration 25F: 3 clusters Score -1.292816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -227665.359375 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -227665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -225431.125000 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -225431.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226064.453125 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -226064.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -226291.500000 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -226291.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -226564.546875 Penalty: 2510.588623
	Iteration 3F: 3 clusters Score -226564.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226800.203125 Penalty: 2510.588623
	Iteration 4F: 3 clusters Score -226800.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -226959.468750 Penalty: 2510.588623
	Iteration 5F: 3 clusters Score -226959.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -227103.843750 Penalty: 2510.588623
	Iteration 6F: 3 clusters Score -227103.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -227219.578125 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -227219.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -227313.750000 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -227313.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -227379.687500 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -227379.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -227421.046875 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -227421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -227452.531250 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -227452.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -227474.578125 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -227474.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -227496.640625 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -227496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -227509.484375 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -227509.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -227527.921875 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -227527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -227542.156250 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -227542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -227555.859375 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -227555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -227572.234375 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -227572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -227582.468750 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -227582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -227586.390625 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -227586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -227588.203125 Penalty: 2510.588623
	Iteration 21Q: 3 clusters Score -227588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -227588.203125 Penalty: 2510.588623
	Iteration 22F: 3 clusters Score -227588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -28879.888672 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -28879.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28100.275391 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -28100.28 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28614.695312 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -28614.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28899.037109 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -28899.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29204.892578 Penalty: 1965.395996
	Iteration 3F: 3 clusters Score -29204.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29349.626953 Penalty: 1965.395996
	Iteration 4F: 3 clusters Score -29349.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29458.861328 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -29458.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29601.181641 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -29601.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29722.591797 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -29722.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29748.021484 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -29748.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29749.638672 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -29749.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29750.716797 Penalty: 1965.395996
	Iteration 10F: 3 clusters Score -29750.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29772.193359 Penalty: 1965.395996
	Iteration 11Q: 3 clusters Score -29772.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29772.193359 Penalty: 1965.395996
	Iteration 12F: 3 clusters Score -29772.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119496 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176801 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88002 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18447 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49423 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20409 members 
Mstep: Class 22 contains 9865 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6654 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 111188 members 
Mstep: Class 27 contains 27236 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179966 members 
Mstep: Class 31 contains 66225 members 
Mstep: Class 32 contains 3637 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 271 members 
Entering Unmasked Estep 
Score: -101016120.000000 Penalty: 80663.984375
Splitting cluster 6 changes total score from -101016352.000000 to -101016120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Entering Unmasked Estep 
Score: -1553497.375000 Penalty: 1564.656494
	Iteration 0F: 2 clusters Score -1553497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1542997.750000 Penalty: 3129.312988
	Iteration 0F: 3 clusters Score -1542998 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1546768.750000 Penalty: 3129.312988
	Iteration 1F: 3 clusters Score -1546769 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1547141.375000 Penalty: 3129.312988
	Iteration 2F: 3 clusters Score -1547141 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1547495.750000 Penalty: 3129.312988
	Iteration 3F: 3 clusters Score -1547496 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1547829.500000 Penalty: 3129.312988
	Iteration 4Q: 3 clusters Score -1547830 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1548172.250000 Penalty: 3129.312988
	Iteration 5Q: 3 clusters Score -1548172 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1548476.250000 Penalty: 3129.312988
	Iteration 6Q: 3 clusters Score -1548476 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1548795.875000 Penalty: 3129.312988
	Iteration 7Q: 3 clusters Score -1548796 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1549125.125000 Penalty: 3129.312988
	Iteration 8Q: 3 clusters Score -1549125 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1549413.500000 Penalty: 3129.312988
	Iteration 9Q: 3 clusters Score -1549414 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1549610.500000 Penalty: 3129.312988
	Iteration 10Q: 3 clusters Score -1549610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1549761.250000 Penalty: 3129.312988
	Iteration 11Q: 3 clusters Score -1549761 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1549902.125000 Penalty: 3129.312988
	Iteration 12Q: 3 clusters Score -1549902 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1550024.125000 Penalty: 3129.312988
	Iteration 13Q: 3 clusters Score -1550024 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1550164.500000 Penalty: 3129.312988
	Iteration 14Q: 3 clusters Score -1550164 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1550320.250000 Penalty: 3129.312988
	Iteration 15Q: 3 clusters Score -1550320 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1550461.875000 Penalty: 3129.312988
	Iteration 16Q: 3 clusters Score -1550462 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1550639.875000 Penalty: 3129.312988
	Iteration 17Q: 3 clusters Score -1550640 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1550827.625000 Penalty: 3129.312988
	Iteration 18Q: 3 clusters Score -1550828 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1550988.375000 Penalty: 3129.312988
	Iteration 19Q: 3 clusters Score -1550988 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1551128.125000 Penalty: 3129.312988
	Iteration 20F: 3 clusters Score -1551128 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1551231.625000 Penalty: 3129.312988
	Iteration 21Q: 3 clusters Score -1551232 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1551312.125000 Penalty: 3129.312988
	Iteration 22Q: 3 clusters Score -1551312 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1551382.625000 Penalty: 3129.312988
	Iteration 23Q: 3 clusters Score -1551383 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1551454.250000 Penalty: 3129.312988
	Iteration 24Q: 3 clusters Score -1551454 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1551524.500000 Penalty: 3129.312988
	Iteration 25Q: 3 clusters Score -1551524 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1551582.250000 Penalty: 3129.312988
	Iteration 26Q: 3 clusters Score -1551582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1551625.750000 Penalty: 3129.312988
	Iteration 27Q: 3 clusters Score -1551626 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1551671.250000 Penalty: 3129.312988
	Iteration 28Q: 3 clusters Score -1551671 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1551699.375000 Penalty: 3129.312988
	Iteration 29Q: 3 clusters Score -1551699 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1551739.250000 Penalty: 3129.312988
	Iteration 30Q: 3 clusters Score -1551739 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1551771.375000 Penalty: 3129.312988
	Iteration 31Q: 3 clusters Score -1551771 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1551803.125000 Penalty: 3129.312988
	Iteration 32Q: 3 clusters Score -1551803 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1551833.375000 Penalty: 3129.312988
	Iteration 33Q: 3 clusters Score -1551833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1551864.250000 Penalty: 3129.312988
	Iteration 34Q: 3 clusters Score -1551864 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1551889.250000 Penalty: 3129.312988
	Iteration 35Q: 3 clusters Score -1551889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1551912.625000 Penalty: 3129.312988
	Iteration 36Q: 3 clusters Score -1551913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1551929.625000 Penalty: 3129.312988
	Iteration 37Q: 3 clusters Score -1551930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1551951.875000 Penalty: 3129.312988
	Iteration 38Q: 3 clusters Score -1551952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1551965.000000 Penalty: 3129.312988
	Iteration 39Q: 3 clusters Score -1551965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1551976.375000 Penalty: 3129.312988
	Iteration 40F: 3 clusters Score -1551976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1551989.625000 Penalty: 3129.312988
	Iteration 41Q: 3 clusters Score -1551990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1551998.625000 Penalty: 3129.312988
	Iteration 42Q: 3 clusters Score -1551999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1552010.250000 Penalty: 3129.312988
	Iteration 43Q: 3 clusters Score -1552010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1552017.375000 Penalty: 3129.312988
	Iteration 44Q: 3 clusters Score -1552017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1552024.375000 Penalty: 3129.312988
	Iteration 45Q: 3 clusters Score -1552024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1552029.375000 Penalty: 3129.312988
	Iteration 46Q: 3 clusters Score -1552029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1552030.875000 Penalty: 3129.312988
	Iteration 47Q: 3 clusters Score -1552031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1552042.125000 Penalty: 3129.312988
	Iteration 48Q: 3 clusters Score -1552042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1552057.000000 Penalty: 3129.312988
	Iteration 49Q: 3 clusters Score -1552057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1552065.625000 Penalty: 3129.312988
	Iteration 50Q: 3 clusters Score -1552066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1552077.500000 Penalty: 3129.312988
	Iteration 51Q: 3 clusters Score -1552078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1552088.500000 Penalty: 3129.312988
	Iteration 52Q: 3 clusters Score -1552088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1552095.875000 Penalty: 3129.312988
	Iteration 53Q: 3 clusters Score -1552096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1552099.625000 Penalty: 3129.312988
	Iteration 54Q: 3 clusters Score -1552100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1552102.750000 Penalty: 3129.312988
	Iteration 55Q: 3 clusters Score -1552103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1552111.125000 Penalty: 3129.312988
	Iteration 56Q: 3 clusters Score -1552111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1552119.625000 Penalty: 3129.312988
	Iteration 57Q: 3 clusters Score -1552120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1552128.500000 Penalty: 3129.312988
	Iteration 58Q: 3 clusters Score -1552128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1552140.250000 Penalty: 3129.312988
	Iteration 59Q: 3 clusters Score -1552140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1552160.000000 Penalty: 3129.312988
	Iteration 60F: 3 clusters Score -1552160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1552176.625000 Penalty: 3129.312988
	Iteration 61Q: 3 clusters Score -1552177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1552184.500000 Penalty: 3129.312988
	Iteration 62Q: 3 clusters Score -1552184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1552202.125000 Penalty: 3129.312988
	Iteration 63Q: 3 clusters Score -1552202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1552215.625000 Penalty: 3129.312988
	Iteration 64Q: 3 clusters Score -1552216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1552230.250000 Penalty: 3129.312988
	Iteration 65Q: 3 clusters Score -1552230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1552242.000000 Penalty: 3129.312988
	Iteration 66Q: 3 clusters Score -1552242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1552250.750000 Penalty: 3129.312988
	Iteration 67Q: 3 clusters Score -1552251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1552264.250000 Penalty: 3129.312988
	Iteration 68Q: 3 clusters Score -1552264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1552267.000000 Penalty: 3129.312988
	Iteration 69Q: 3 clusters Score -1552267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1552272.125000 Penalty: 3129.312988
	Iteration 70Q: 3 clusters Score -1552272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1552280.125000 Penalty: 3129.312988
	Iteration 71Q: 3 clusters Score -1552280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1552290.625000 Penalty: 3129.312988
	Iteration 72Q: 3 clusters Score -1552291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1552295.125000 Penalty: 3129.312988
	Iteration 73Q: 3 clusters Score -1552295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1552300.375000 Penalty: 3129.312988
	Iteration 74Q: 3 clusters Score -1552300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1552305.625000 Penalty: 3129.312988
	Iteration 75Q: 3 clusters Score -1552306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1552311.125000 Penalty: 3129.312988
	Iteration 76Q: 3 clusters Score -1552311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1552315.250000 Penalty: 3129.312988
	Iteration 77Q: 3 clusters Score -1552315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1552318.500000 Penalty: 3129.312988
	Iteration 78Q: 3 clusters Score -1552318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1552323.625000 Penalty: 3129.312988
	Iteration 79Q: 3 clusters Score -1552324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1552322.875000 Penalty: 3129.312988
	Iteration 80F: 3 clusters Score -1552323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1552325.875000 Penalty: 3129.312988
	Iteration 81Q: 3 clusters Score -1552326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1552326.500000 Penalty: 3129.312988
	Iteration 82Q: 3 clusters Score -1552326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1552326.500000 Penalty: 3129.312988
	Iteration 83F: 3 clusters Score -1552326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -15291.876953 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -15291.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14574.086914 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -14574.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14725.758789 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -14725.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14791.449219 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -14791.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14808.653320 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -14808.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14831.768555 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -14831.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14846.934570 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -14846.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14849.901367 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -14849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14854.587891 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -14854.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14862.711914 Penalty: 1771.587524
	Iteration 8Q: 3 clusters Score -14862.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14870.885742 Penalty: 1771.587524
	Iteration 9Q: 3 clusters Score -14870.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14870.885742 Penalty: 1771.587524
	Iteration 10F: 3 clusters Score -14870.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -260901.640625 Penalty: 1270.036743
	Iteration 0F: 2 clusters Score -260901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -258540.687500 Penalty: 2540.073486
	Iteration 0F: 3 clusters Score -258540.7 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -259139.500000 Penalty: 2540.073486
	Iteration 1F: 3 clusters Score -259139.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -259324.359375 Penalty: 2540.073486
	Iteration 2F: 3 clusters Score -259324.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -259484.578125 Penalty: 2540.073486
	Iteration 3F: 3 clusters Score -259484.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -259607.968750 Penalty: 2540.073486
	Iteration 4Q: 3 clusters Score -259608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -259712.156250 Penalty: 2540.073486
	Iteration 5Q: 3 clusters Score -259712.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -259847.562500 Penalty: 2540.073486
	Iteration 6Q: 3 clusters Score -259847.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -259990.484375 Penalty: 2540.073486
	Iteration 7Q: 3 clusters Score -259990.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -260097.953125 Penalty: 2540.073486
	Iteration 8Q: 3 clusters Score -260098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -260159.578125 Penalty: 2540.073486
	Iteration 9Q: 3 clusters Score -260159.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -260214.093750 Penalty: 2540.073486
	Iteration 10Q: 3 clusters Score -260214.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -260245.093750 Penalty: 2540.073486
	Iteration 11Q: 3 clusters Score -260245.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260264.968750 Penalty: 2540.073486
	Iteration 12Q: 3 clusters Score -260265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -260281.328125 Penalty: 2540.073486
	Iteration 13Q: 3 clusters Score -260281.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -260290.687500 Penalty: 2540.073486
	Iteration 14Q: 3 clusters Score -260290.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -260301.484375 Penalty: 2540.073486
	Iteration 15Q: 3 clusters Score -260301.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -260310.187500 Penalty: 2540.073486
	Iteration 16Q: 3 clusters Score -260310.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -260316.203125 Penalty: 2540.073486
	Iteration 17Q: 3 clusters Score -260316.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -260319.968750 Penalty: 2540.073486
	Iteration 18Q: 3 clusters Score -260320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -260321.781250 Penalty: 2540.073486
	Iteration 19Q: 3 clusters Score -260321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -260323.593750 Penalty: 2540.073486
	Iteration 20F: 3 clusters Score -260323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -260324.515625 Penalty: 2540.073486
	Iteration 21Q: 3 clusters Score -260324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -260324.421875 Penalty: 2540.073486
	Iteration 22Q: 3 clusters Score -260324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -260325.046875 Penalty: 2540.073486
	Iteration 23Q: 3 clusters Score -260325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -260325.609375 Penalty: 2540.073486
	Iteration 24Q: 3 clusters Score -260325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -260325.609375 Penalty: 2540.073486
	Iteration 25F: 3 clusters Score -260325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176801 members 
Entering Unmasked Estep 
Score: -18703194.000000 Penalty: 1963.451782
	Iteration 0F: 2 clusters Score -1.870319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -18584800.000000 Penalty: 3926.903564
	Iteration 0F: 3 clusters Score -1.85848e+07 nChanged 85427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -18635650.000000 Penalty: 3926.903564
	Iteration 1F: 3 clusters Score -1.863565e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -18636962.000000 Penalty: 3926.903564
	Iteration 2Q: 3 clusters Score -1.863696e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101770 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -18639092.000000 Penalty: 3926.903564
	Iteration 3Q: 3 clusters Score -1.863909e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109790 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -18643118.000000 Penalty: 3926.903564
	Iteration 4Q: 3 clusters Score -1.864312e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -18650592.000000 Penalty: 3926.903564
	Iteration 5F: 3 clusters Score -1.865059e+07 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135367 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -18662258.000000 Penalty: 3926.903564
	Iteration 6F: 3 clusters Score -1.866226e+07 nChanged 15429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150784 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -18676796.000000 Penalty: 3926.903564
	Iteration 7F: 3 clusters Score -1.86768e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -18689000.000000 Penalty: 3926.903564
	Iteration 8F: 3 clusters Score -1.8689e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -18696260.000000 Penalty: 3926.903564
	Iteration 9Q: 3 clusters Score -1.869626e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174455 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18699532.000000 Penalty: 3926.903564
	Iteration 10Q: 3 clusters Score -1.869953e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175837 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18700794.000000 Penalty: 3926.903564
	Iteration 11Q: 3 clusters Score -1.870079e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176275 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18701106.000000 Penalty: 3926.903564
	Iteration 12Q: 3 clusters Score -1.870111e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176425 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18701254.000000 Penalty: 3926.903564
	Iteration 13Q: 3 clusters Score -1.870125e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176491 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18701334.000000 Penalty: 3926.903564
	Iteration 14Q: 3 clusters Score -1.870133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176528 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18701386.000000 Penalty: 3926.903564
	Iteration 15Q: 3 clusters Score -1.870139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176549 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18701418.000000 Penalty: 3926.903564
	Iteration 16Q: 3 clusters Score -1.870142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176566 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18701450.000000 Penalty: 3926.903564
	Iteration 17Q: 3 clusters Score -1.870145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176570 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18701462.000000 Penalty: 3926.903564
	Iteration 18Q: 3 clusters Score -1.870146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18701474.000000 Penalty: 3926.903564
	Iteration 19Q: 3 clusters Score -1.870147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176571 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18701492.000000 Penalty: 3926.903564
	Iteration 20F: 3 clusters Score -1.870149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18701490.000000 Penalty: 3926.903564
	Iteration 21Q: 3 clusters Score -1.870149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18701502.000000 Penalty: 3926.903564
	Iteration 22Q: 3 clusters Score -1.87015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176575 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18701494.000000 Penalty: 3926.903564
	Iteration 23Q: 3 clusters Score -1.870149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176575 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18701494.000000 Penalty: 3926.903564
	Iteration 24F: 3 clusters Score -1.870149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -655771.312500 Penalty: 1413.644165
	Iteration 0F: 2 clusters Score -655771.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -651120.000000 Penalty: 2827.288330
	Iteration 0F: 3 clusters Score -651120 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -652439.250000 Penalty: 2827.288330
	Iteration 1F: 3 clusters Score -652439.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -652688.750000 Penalty: 2827.288330
	Iteration 2F: 3 clusters Score -652688.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -652878.937500 Penalty: 2827.288330
	Iteration 3F: 3 clusters Score -652878.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -653015.062500 Penalty: 2827.288330
	Iteration 4Q: 3 clusters Score -653015.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -653174.000000 Penalty: 2827.288330
	Iteration 5Q: 3 clusters Score -653174 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -653347.062500 Penalty: 2827.288330
	Iteration 6Q: 3 clusters Score -653347.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -653498.687500 Penalty: 2827.288330
	Iteration 7Q: 3 clusters Score -653498.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -653644.812500 Penalty: 2827.288330
	Iteration 8Q: 3 clusters Score -653644.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -653776.687500 Penalty: 2827.288330
	Iteration 9Q: 3 clusters Score -653776.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -653905.187500 Penalty: 2827.288330
	Iteration 10Q: 3 clusters Score -653905.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -654043.500000 Penalty: 2827.288330
	Iteration 11Q: 3 clusters Score -654043.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -654183.562500 Penalty: 2827.288330
	Iteration 12Q: 3 clusters Score -654183.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -654320.687500 Penalty: 2827.288330
	Iteration 13Q: 3 clusters Score -654320.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -654435.437500 Penalty: 2827.288330
	Iteration 14Q: 3 clusters Score -654435.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -654495.437500 Penalty: 2827.288330
	Iteration 15Q: 3 clusters Score -654495.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -654540.125000 Penalty: 2827.288330
	Iteration 16Q: 3 clusters Score -654540.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -654579.812500 Penalty: 2827.288330
	Iteration 17Q: 3 clusters Score -654579.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -654600.875000 Penalty: 2827.288330
	Iteration 18Q: 3 clusters Score -654600.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -654618.687500 Penalty: 2827.288330
	Iteration 19Q: 3 clusters Score -654618.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -654626.750000 Penalty: 2827.288330
	Iteration 20F: 3 clusters Score -654626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -654630.937500 Penalty: 2827.288330
	Iteration 21Q: 3 clusters Score -654630.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -654635.625000 Penalty: 2827.288330
	Iteration 22Q: 3 clusters Score -654635.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -654641.437500 Penalty: 2827.288330
	Iteration 23Q: 3 clusters Score -654641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -654648.312500 Penalty: 2827.288330
	Iteration 24Q: 3 clusters Score -654648.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -654652.312500 Penalty: 2827.288330
	Iteration 25Q: 3 clusters Score -654652.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -654654.000000 Penalty: 2827.288330
	Iteration 26Q: 3 clusters Score -654654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -654657.750000 Penalty: 2827.288330
	Iteration 27Q: 3 clusters Score -654657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -654658.562500 Penalty: 2827.288330
	Iteration 28Q: 3 clusters Score -654658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -654659.812500 Penalty: 2827.288330
	Iteration 29Q: 3 clusters Score -654659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -654661.812500 Penalty: 2827.288330
	Iteration 30Q: 3 clusters Score -654661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -654662.687500 Penalty: 2827.288330
	Iteration 31Q: 3 clusters Score -654662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -654663.312500 Penalty: 2827.288330
	Iteration 32Q: 3 clusters Score -654663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -654663.312500 Penalty: 2827.288330
	Iteration 33Q: 3 clusters Score -654663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -654663.312500 Penalty: 2827.288330
	Iteration 34F: 3 clusters Score -654663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -285678.625000 Penalty: 1283.371094
	Iteration 0F: 2 clusters Score -285678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -283148.312500 Penalty: 2566.742188
	Iteration 0F: 3 clusters Score -283148.3 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283737.093750 Penalty: 2566.742188
	Iteration 1F: 3 clusters Score -283737.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283826.781250 Penalty: 2566.742188
	Iteration 2F: 3 clusters Score -283826.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -283888.781250 Penalty: 2566.742188
	Iteration 3Q: 3 clusters Score -283888.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -283931.875000 Penalty: 2566.742188
	Iteration 4Q: 3 clusters Score -283931.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -283958.937500 Penalty: 2566.742188
	Iteration 5Q: 3 clusters Score -283958.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -283983.125000 Penalty: 2566.742188
	Iteration 6Q: 3 clusters Score -283983.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -283999.375000 Penalty: 2566.742188
	Iteration 7Q: 3 clusters Score -283999.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -284015.437500 Penalty: 2566.742188
	Iteration 8Q: 3 clusters Score -284015.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -284028.968750 Penalty: 2566.742188
	Iteration 9Q: 3 clusters Score -284029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -284040.093750 Penalty: 2566.742188
	Iteration 10Q: 3 clusters Score -284040.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -284046.687500 Penalty: 2566.742188
	Iteration 11Q: 3 clusters Score -284046.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -284055.031250 Penalty: 2566.742188
	Iteration 12Q: 3 clusters Score -284055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -284062.781250 Penalty: 2566.742188
	Iteration 13Q: 3 clusters Score -284062.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -284070.906250 Penalty: 2566.742188
	Iteration 14Q: 3 clusters Score -284070.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -284085.843750 Penalty: 2566.742188
	Iteration 15Q: 3 clusters Score -284085.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -284099.437500 Penalty: 2566.742188
	Iteration 16Q: 3 clusters Score -284099.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -284110.468750 Penalty: 2566.742188
	Iteration 17Q: 3 clusters Score -284110.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -284126.468750 Penalty: 2566.742188
	Iteration 18Q: 3 clusters Score -284126.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -284147.406250 Penalty: 2566.742188
	Iteration 19Q: 3 clusters Score -284147.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -284161.843750 Penalty: 2566.742188
	Iteration 20F: 3 clusters Score -284161.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -284172.562500 Penalty: 2566.742188
	Iteration 21Q: 3 clusters Score -284172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -284185.343750 Penalty: 2566.742188
	Iteration 22Q: 3 clusters Score -284185.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -284203.343750 Penalty: 2566.742188
	Iteration 23Q: 3 clusters Score -284203.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -284218.281250 Penalty: 2566.742188
	Iteration 24Q: 3 clusters Score -284218.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -284235.000000 Penalty: 2566.742188
	Iteration 25Q: 3 clusters Score -284235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -284249.250000 Penalty: 2566.742188
	Iteration 26Q: 3 clusters Score -284249.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -284257.937500 Penalty: 2566.742188
	Iteration 27Q: 3 clusters Score -284257.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -284268.000000 Penalty: 2566.742188
	Iteration 28Q: 3 clusters Score -284268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -284276.406250 Penalty: 2566.742188
	Iteration 29Q: 3 clusters Score -284276.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -284286.718750 Penalty: 2566.742188
	Iteration 30Q: 3 clusters Score -284286.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -284293.406250 Penalty: 2566.742188
	Iteration 31Q: 3 clusters Score -284293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -284301.343750 Penalty: 2566.742188
	Iteration 32Q: 3 clusters Score -284301.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -284310.375000 Penalty: 2566.742188
	Iteration 33Q: 3 clusters Score -284310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -284319.750000 Penalty: 2566.742188
	Iteration 34Q: 3 clusters Score -284319.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -284329.562500 Penalty: 2566.742188
	Iteration 35Q: 3 clusters Score -284329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -284339.375000 Penalty: 2566.742188
	Iteration 36Q: 3 clusters Score -284339.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -284350.593750 Penalty: 2566.742188
	Iteration 37Q: 3 clusters Score -284350.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -284364.250000 Penalty: 2566.742188
	Iteration 38Q: 3 clusters Score -284364.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -284382.343750 Penalty: 2566.742188
	Iteration 39Q: 3 clusters Score -284382.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -284401.187500 Penalty: 2566.742188
	Iteration 40F: 3 clusters Score -284401.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -284417.437500 Penalty: 2566.742188
	Iteration 41Q: 3 clusters Score -284417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -284427.656250 Penalty: 2566.742188
	Iteration 42Q: 3 clusters Score -284427.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -284440.000000 Penalty: 2566.742188
	Iteration 43Q: 3 clusters Score -284440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -284454.343750 Penalty: 2566.742188
	Iteration 44Q: 3 clusters Score -284454.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -284465.750000 Penalty: 2566.742188
	Iteration 45Q: 3 clusters Score -284465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -284476.843750 Penalty: 2566.742188
	Iteration 46Q: 3 clusters Score -284476.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -284490.000000 Penalty: 2566.742188
	Iteration 47Q: 3 clusters Score -284490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -284500.687500 Penalty: 2566.742188
	Iteration 48Q: 3 clusters Score -284500.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -284510.750000 Penalty: 2566.742188
	Iteration 49Q: 3 clusters Score -284510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -284517.406250 Penalty: 2566.742188
	Iteration 50Q: 3 clusters Score -284517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -284519.906250 Penalty: 2566.742188
	Iteration 51Q: 3 clusters Score -284519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -284523.187500 Penalty: 2566.742188
	Iteration 52Q: 3 clusters Score -284523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -284527.812500 Penalty: 2566.742188
	Iteration 53Q: 3 clusters Score -284527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -284532.375000 Penalty: 2566.742188
	Iteration 54Q: 3 clusters Score -284532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -284533.343750 Penalty: 2566.742188
	Iteration 55Q: 3 clusters Score -284533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -284534.593750 Penalty: 2566.742188
	Iteration 56Q: 3 clusters Score -284534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -284536.812500 Penalty: 2566.742188
	Iteration 57Q: 3 clusters Score -284536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -284539.687500 Penalty: 2566.742188
	Iteration 58Q: 3 clusters Score -284539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -284540.406250 Penalty: 2566.742188
	Iteration 59Q: 3 clusters Score -284540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -284541.375000 Penalty: 2566.742188
	Iteration 60F: 3 clusters Score -284541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -609863.125000 Penalty: 1411.764160
	Iteration 0F: 2 clusters Score -609863.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -605256.312500 Penalty: 2823.528320
	Iteration 0F: 3 clusters Score -605256.3 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -606557.625000 Penalty: 2823.528320
	Iteration 1F: 3 clusters Score -606557.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -606768.375000 Penalty: 2823.528320
	Iteration 2F: 3 clusters Score -606768.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -606911.812500 Penalty: 2823.528320
	Iteration 3F: 3 clusters Score -606911.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -607027.875000 Penalty: 2823.528320
	Iteration 4Q: 3 clusters Score -607027.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -607109.125000 Penalty: 2823.528320
	Iteration 5Q: 3 clusters Score -607109.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -607185.812500 Penalty: 2823.528320
	Iteration 6Q: 3 clusters Score -607185.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -607245.562500 Penalty: 2823.528320
	Iteration 7Q: 3 clusters Score -607245.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -607293.812500 Penalty: 2823.528320
	Iteration 8Q: 3 clusters Score -607293.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -607327.062500 Penalty: 2823.528320
	Iteration 9Q: 3 clusters Score -607327.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -607359.500000 Penalty: 2823.528320
	Iteration 10Q: 3 clusters Score -607359.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -607390.187500 Penalty: 2823.528320
	Iteration 11Q: 3 clusters Score -607390.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -607426.562500 Penalty: 2823.528320
	Iteration 12Q: 3 clusters Score -607426.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -607462.062500 Penalty: 2823.528320
	Iteration 13Q: 3 clusters Score -607462.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -607486.375000 Penalty: 2823.528320
	Iteration 14Q: 3 clusters Score -607486.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -607508.250000 Penalty: 2823.528320
	Iteration 15Q: 3 clusters Score -607508.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -607527.250000 Penalty: 2823.528320
	Iteration 16Q: 3 clusters Score -607527.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -607547.812500 Penalty: 2823.528320
	Iteration 17Q: 3 clusters Score -607547.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -607574.812500 Penalty: 2823.528320
	Iteration 18Q: 3 clusters Score -607574.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -607594.062500 Penalty: 2823.528320
	Iteration 19Q: 3 clusters Score -607594.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -607608.500000 Penalty: 2823.528320
	Iteration 20F: 3 clusters Score -607608.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -607621.875000 Penalty: 2823.528320
	Iteration 21Q: 3 clusters Score -607621.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -607635.750000 Penalty: 2823.528320
	Iteration 22Q: 3 clusters Score -607635.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -607648.750000 Penalty: 2823.528320
	Iteration 23Q: 3 clusters Score -607648.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -607669.625000 Penalty: 2823.528320
	Iteration 24Q: 3 clusters Score -607669.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -607692.250000 Penalty: 2823.528320
	Iteration 25Q: 3 clusters Score -607692.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -607711.812500 Penalty: 2823.528320
	Iteration 26Q: 3 clusters Score -607711.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -607728.375000 Penalty: 2823.528320
	Iteration 27Q: 3 clusters Score -607728.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -607743.187500 Penalty: 2823.528320
	Iteration 28Q: 3 clusters Score -607743.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -607761.125000 Penalty: 2823.528320
	Iteration 29Q: 3 clusters Score -607761.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -607778.000000 Penalty: 2823.528320
	Iteration 30Q: 3 clusters Score -607778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -607790.937500 Penalty: 2823.528320
	Iteration 31Q: 3 clusters Score -607790.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -607805.250000 Penalty: 2823.528320
	Iteration 32Q: 3 clusters Score -607805.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -607820.187500 Penalty: 2823.528320
	Iteration 33Q: 3 clusters Score -607820.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -607833.062500 Penalty: 2823.528320
	Iteration 34Q: 3 clusters Score -607833.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -607847.062500 Penalty: 2823.528320
	Iteration 35Q: 3 clusters Score -607847.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -607862.562500 Penalty: 2823.528320
	Iteration 36Q: 3 clusters Score -607862.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -607881.125000 Penalty: 2823.528320
	Iteration 37Q: 3 clusters Score -607881.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -607898.437500 Penalty: 2823.528320
	Iteration 38Q: 3 clusters Score -607898.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -607917.562500 Penalty: 2823.528320
	Iteration 39Q: 3 clusters Score -607917.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -607942.437500 Penalty: 2823.528320
	Iteration 40F: 3 clusters Score -607942.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -607962.125000 Penalty: 2823.528320
	Iteration 41Q: 3 clusters Score -607962.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -607982.500000 Penalty: 2823.528320
	Iteration 42Q: 3 clusters Score -607982.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -608002.687500 Penalty: 2823.528320
	Iteration 43Q: 3 clusters Score -608002.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -608024.937500 Penalty: 2823.528320
	Iteration 44Q: 3 clusters Score -608024.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -608046.437500 Penalty: 2823.528320
	Iteration 45Q: 3 clusters Score -608046.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -608070.062500 Penalty: 2823.528320
	Iteration 46Q: 3 clusters Score -608070.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -608091.625000 Penalty: 2823.528320
	Iteration 47Q: 3 clusters Score -608091.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -608111.875000 Penalty: 2823.528320
	Iteration 48Q: 3 clusters Score -608111.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -608138.000000 Penalty: 2823.528320
	Iteration 49Q: 3 clusters Score -608138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -608153.000000 Penalty: 2823.528320
	Iteration 50Q: 3 clusters Score -608153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -608164.750000 Penalty: 2823.528320
	Iteration 51Q: 3 clusters Score -608164.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -608184.750000 Penalty: 2823.528320
	Iteration 52Q: 3 clusters Score -608184.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -608207.750000 Penalty: 2823.528320
	Iteration 53Q: 3 clusters Score -608207.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -608238.062500 Penalty: 2823.528320
	Iteration 54Q: 3 clusters Score -608238.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -608267.125000 Penalty: 2823.528320
	Iteration 55Q: 3 clusters Score -608267.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -608299.312500 Penalty: 2823.528320
	Iteration 56Q: 3 clusters Score -608299.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -608351.000000 Penalty: 2823.528320
	Iteration 57Q: 3 clusters Score -608351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -608402.312500 Penalty: 2823.528320
	Iteration 58Q: 3 clusters Score -608402.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -608456.375000 Penalty: 2823.528320
	Iteration 59Q: 3 clusters Score -608456.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -608496.187500 Penalty: 2823.528320
	Iteration 60F: 3 clusters Score -608496.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -608526.375000 Penalty: 2823.528320
	Iteration 61Q: 3 clusters Score -608526.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -608561.312500 Penalty: 2823.528320
	Iteration 62Q: 3 clusters Score -608561.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -608591.000000 Penalty: 2823.528320
	Iteration 63Q: 3 clusters Score -608591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -608613.125000 Penalty: 2823.528320
	Iteration 64Q: 3 clusters Score -608613.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -608627.437500 Penalty: 2823.528320
	Iteration 65Q: 3 clusters Score -608627.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -608643.375000 Penalty: 2823.528320
	Iteration 66Q: 3 clusters Score -608643.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -608659.500000 Penalty: 2823.528320
	Iteration 67Q: 3 clusters Score -608659.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -608671.125000 Penalty: 2823.528320
	Iteration 68Q: 3 clusters Score -608671.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -608679.875000 Penalty: 2823.528320
	Iteration 69Q: 3 clusters Score -608679.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -608688.375000 Penalty: 2823.528320
	Iteration 70Q: 3 clusters Score -608688.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -608694.125000 Penalty: 2823.528320
	Iteration 71Q: 3 clusters Score -608694.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -608701.812500 Penalty: 2823.528320
	Iteration 72Q: 3 clusters Score -608701.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -608708.062500 Penalty: 2823.528320
	Iteration 73Q: 3 clusters Score -608708.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -608713.625000 Penalty: 2823.528320
	Iteration 74Q: 3 clusters Score -608713.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -608719.375000 Penalty: 2823.528320
	Iteration 75Q: 3 clusters Score -608719.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -608721.375000 Penalty: 2823.528320
	Iteration 76Q: 3 clusters Score -608721.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -608724.375000 Penalty: 2823.528320
	Iteration 77Q: 3 clusters Score -608724.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -608732.250000 Penalty: 2823.528320
	Iteration 78Q: 3 clusters Score -608732.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -608736.062500 Penalty: 2823.528320
	Iteration 79Q: 3 clusters Score -608736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -608738.187500 Penalty: 2823.528320
	Iteration 80F: 3 clusters Score -608738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -608741.312500 Penalty: 2823.528320
	Iteration 81Q: 3 clusters Score -608741.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -608743.312500 Penalty: 2823.528320
	Iteration 82Q: 3 clusters Score -608743.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -608748.250000 Penalty: 2823.528320
	Iteration 83Q: 3 clusters Score -608748.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -608752.625000 Penalty: 2823.528320
	Iteration 84Q: 3 clusters Score -608752.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -608758.250000 Penalty: 2823.528320
	Iteration 85Q: 3 clusters Score -608758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -608764.062500 Penalty: 2823.528320
	Iteration 86Q: 3 clusters Score -608764.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -608767.500000 Penalty: 2823.528320
	Iteration 87Q: 3 clusters Score -608767.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -608772.062500 Penalty: 2823.528320
	Iteration 88Q: 3 clusters Score -608772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -608773.875000 Penalty: 2823.528320
	Iteration 89Q: 3 clusters Score -608773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -608776.812500 Penalty: 2823.528320
	Iteration 90Q: 3 clusters Score -608776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -608778.562500 Penalty: 2823.528320
	Iteration 91Q: 3 clusters Score -608778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -608782.187500 Penalty: 2823.528320
	Iteration 92Q: 3 clusters Score -608782.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -608785.125000 Penalty: 2823.528320
	Iteration 93Q: 3 clusters Score -608785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -608786.750000 Penalty: 2823.528320
	Iteration 94Q: 3 clusters Score -608786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -608788.312500 Penalty: 2823.528320
	Iteration 95Q: 3 clusters Score -608788.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -608789.625000 Penalty: 2823.528320
	Iteration 96Q: 3 clusters Score -608789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -608791.125000 Penalty: 2823.528320
	Iteration 97Q: 3 clusters Score -608791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -608793.000000 Penalty: 2823.528320
	Iteration 98Q: 3 clusters Score -608793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -608792.812500 Penalty: 2823.528320
	Iteration 99Q: 3 clusters Score -608792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -608794.500000 Penalty: 2823.528320
	Iteration 100F: 3 clusters Score -608794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -608795.187500 Penalty: 2823.528320
	Iteration 101Q: 3 clusters Score -608795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -608795.375000 Penalty: 2823.528320
	Iteration 102Q: 3 clusters Score -608795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -608797.375000 Penalty: 2823.528320
	Iteration 103Q: 3 clusters Score -608797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -608798.062500 Penalty: 2823.528320
	Iteration 104Q: 3 clusters Score -608798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -608799.500000 Penalty: 2823.528320
	Iteration 105Q: 3 clusters Score -608799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -608799.687500 Penalty: 2823.528320
	Iteration 106Q: 3 clusters Score -608799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -608800.875000 Penalty: 2823.528320
	Iteration 107Q: 3 clusters Score -608800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -608800.875000 Penalty: 2823.528320
	Iteration 108F: 3 clusters Score -608800.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (88002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Entering Unmasked Estep 
Score: -9580584.000000 Penalty: 1850.081177
	Iteration 0F: 2 clusters Score -9580584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -9521766.000000 Penalty: 3700.162354
	Iteration 0F: 3 clusters Score -9521766 nChanged 41900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -9545836.000000 Penalty: 3700.162354
	Iteration 1F: 3 clusters Score -9545836 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -9546246.000000 Penalty: 3700.162354
	Iteration 2Q: 3 clusters Score -9546246 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -9546683.000000 Penalty: 3700.162354
	Iteration 3Q: 3 clusters Score -9546683 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -9547172.000000 Penalty: 3700.162354
	Iteration 4Q: 3 clusters Score -9547172 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -9547669.000000 Penalty: 3700.162354
	Iteration 5Q: 3 clusters Score -9547669 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -9548317.000000 Penalty: 3700.162354
	Iteration 6Q: 3 clusters Score -9548317 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -9549117.000000 Penalty: 3700.162354
	Iteration 7Q: 3 clusters Score -9549117 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -9550208.000000 Penalty: 3700.162354
	Iteration 8Q: 3 clusters Score -9550208 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -9551998.000000 Penalty: 3700.162354
	Iteration 9Q: 3 clusters Score -9551998 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -9554590.000000 Penalty: 3700.162354
	Iteration 10Q: 3 clusters Score -9554590 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -9557759.000000 Penalty: 3700.162354
	Iteration 11F: 3 clusters Score -9557759 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -9560760.000000 Penalty: 3700.162354
	Iteration 12F: 3 clusters Score -9560760 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9562315.000000 Penalty: 3700.162354
	Iteration 13Q: 3 clusters Score -9562315 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -9562870.000000 Penalty: 3700.162354
	Iteration 14Q: 3 clusters Score -9562870 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -9563051.000000 Penalty: 3700.162354
	Iteration 15Q: 3 clusters Score -9563051 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -9563193.000000 Penalty: 3700.162354
	Iteration 16Q: 3 clusters Score -9563193 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -9563316.000000 Penalty: 3700.162354
	Iteration 17Q: 3 clusters Score -9563316 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -9563403.000000 Penalty: 3700.162354
	Iteration 18Q: 3 clusters Score -9563403 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -9563450.000000 Penalty: 3700.162354
	Iteration 19Q: 3 clusters Score -9563450 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -9563550.000000 Penalty: 3700.162354
	Iteration 20F: 3 clusters Score -9563550 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -9563605.000000 Penalty: 3700.162354
	Iteration 21Q: 3 clusters Score -9563605 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -9563680.000000 Penalty: 3700.162354
	Iteration 22Q: 3 clusters Score -9563680 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -9563729.000000 Penalty: 3700.162354
	Iteration 23Q: 3 clusters Score -9563729 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -9563791.000000 Penalty: 3700.162354
	Iteration 24Q: 3 clusters Score -9563791 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -9563807.000000 Penalty: 3700.162354
	Iteration 25Q: 3 clusters Score -9563807 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -9563845.000000 Penalty: 3700.162354
	Iteration 26Q: 3 clusters Score -9563845 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -9563890.000000 Penalty: 3700.162354
	Iteration 27Q: 3 clusters Score -9563890 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -9563952.000000 Penalty: 3700.162354
	Iteration 28Q: 3 clusters Score -9563952 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -9563985.000000 Penalty: 3700.162354
	Iteration 29Q: 3 clusters Score -9563985 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9564053.000000 Penalty: 3700.162354
	Iteration 30Q: 3 clusters Score -9564053 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9564101.000000 Penalty: 3700.162354
	Iteration 31Q: 3 clusters Score -9564101 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -9564153.000000 Penalty: 3700.162354
	Iteration 32Q: 3 clusters Score -9564153 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9564193.000000 Penalty: 3700.162354
	Iteration 33Q: 3 clusters Score -9564193 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -9564257.000000 Penalty: 3700.162354
	Iteration 34Q: 3 clusters Score -9564257 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -9564265.000000 Penalty: 3700.162354
	Iteration 35Q: 3 clusters Score -9564265 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -9564302.000000 Penalty: 3700.162354
	Iteration 36Q: 3 clusters Score -9564302 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -9564345.000000 Penalty: 3700.162354
	Iteration 37Q: 3 clusters Score -9564345 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -9564466.000000 Penalty: 3700.162354
	Iteration 38Q: 3 clusters Score -9564466 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -9564512.000000 Penalty: 3700.162354
	Iteration 39Q: 3 clusters Score -9564512 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -9564646.000000 Penalty: 3700.162354
	Iteration 40F: 3 clusters Score -9564646 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -9564772.000000 Penalty: 3700.162354
	Iteration 41Q: 3 clusters Score -9564772 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -9564897.000000 Penalty: 3700.162354
	Iteration 42Q: 3 clusters Score -9564897 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -9564993.000000 Penalty: 3700.162354
	Iteration 43Q: 3 clusters Score -9564993 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -9565170.000000 Penalty: 3700.162354
	Iteration 44Q: 3 clusters Score -9565170 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -9565320.000000 Penalty: 3700.162354
	Iteration 45Q: 3 clusters Score -9565320 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -9565506.000000 Penalty: 3700.162354
	Iteration 46Q: 3 clusters Score -9565506 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -9565720.000000 Penalty: 3700.162354
	Iteration 47Q: 3 clusters Score -9565720 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -9565973.000000 Penalty: 3700.162354
	Iteration 48Q: 3 clusters Score -9565973 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -9566315.000000 Penalty: 3700.162354
	Iteration 49Q: 3 clusters Score -9566315 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -9566692.000000 Penalty: 3700.162354
	Iteration 50Q: 3 clusters Score -9566692 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -9567162.000000 Penalty: 3700.162354
	Iteration 51Q: 3 clusters Score -9567162 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -9567631.000000 Penalty: 3700.162354
	Iteration 52Q: 3 clusters Score -9567631 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -9568214.000000 Penalty: 3700.162354
	Iteration 53Q: 3 clusters Score -9568214 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -9568837.000000 Penalty: 3700.162354
	Iteration 54Q: 3 clusters Score -9568837 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -9569513.000000 Penalty: 3700.162354
	Iteration 55Q: 3 clusters Score -9569513 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -9570343.000000 Penalty: 3700.162354
	Iteration 56Q: 3 clusters Score -9570343 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -9571199.000000 Penalty: 3700.162354
	Iteration 57Q: 3 clusters Score -9571199 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -9572232.000000 Penalty: 3700.162354
	Iteration 58Q: 3 clusters Score -9572232 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -9573381.000000 Penalty: 3700.162354
	Iteration 59Q: 3 clusters Score -9573381 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -9574482.000000 Penalty: 3700.162354
	Iteration 60F: 3 clusters Score -9574482 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -9575569.000000 Penalty: 3700.162354
	Iteration 61Q: 3 clusters Score -9575569 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -9576429.000000 Penalty: 3700.162354
	Iteration 62Q: 3 clusters Score -9576429 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -9577216.000000 Penalty: 3700.162354
	Iteration 63Q: 3 clusters Score -9577216 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -9577811.000000 Penalty: 3700.162354
	Iteration 64Q: 3 clusters Score -9577811 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -9578236.000000 Penalty: 3700.162354
	Iteration 65Q: 3 clusters Score -9578236 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -9578529.000000 Penalty: 3700.162354
	Iteration 66Q: 3 clusters Score -9578529 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -9578659.000000 Penalty: 3700.162354
	Iteration 67Q: 3 clusters Score -9578659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -9578745.000000 Penalty: 3700.162354
	Iteration 68Q: 3 clusters Score -9578745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -9578796.000000 Penalty: 3700.162354
	Iteration 69Q: 3 clusters Score -9578796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -9578833.000000 Penalty: 3700.162354
	Iteration 70Q: 3 clusters Score -9578833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -9578859.000000 Penalty: 3700.162354
	Iteration 71Q: 3 clusters Score -9578859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -9578869.000000 Penalty: 3700.162354
	Iteration 72Q: 3 clusters Score -9578869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -9578894.000000 Penalty: 3700.162354
	Iteration 73Q: 3 clusters Score -9578894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -9578900.000000 Penalty: 3700.162354
	Iteration 74Q: 3 clusters Score -9578900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -9578906.000000 Penalty: 3700.162354
	Iteration 75Q: 3 clusters Score -9578906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -9578909.000000 Penalty: 3700.162354
	Iteration 76Q: 3 clusters Score -9578909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -9578909.000000 Penalty: 3700.162354
	Iteration 77F: 3 clusters Score -9578909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -702473.562500 Penalty: 1434.963135
	Iteration 0F: 2 clusters Score -702473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -697279.562500 Penalty: 2869.926270
	Iteration 0F: 3 clusters Score -697279.6 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -698836.562500 Penalty: 2869.926270
	Iteration 1F: 3 clusters Score -698836.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -699041.812500 Penalty: 2869.926270
	Iteration 2F: 3 clusters Score -699041.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -699172.875000 Penalty: 2869.926270
	Iteration 3Q: 3 clusters Score -699172.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -699279.625000 Penalty: 2869.926270
	Iteration 4Q: 3 clusters Score -699279.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -699357.437500 Penalty: 2869.926270
	Iteration 5Q: 3 clusters Score -699357.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -699418.125000 Penalty: 2869.926270
	Iteration 6Q: 3 clusters Score -699418.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -699453.000000 Penalty: 2869.926270
	Iteration 7Q: 3 clusters Score -699453 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -699482.250000 Penalty: 2869.926270
	Iteration 8Q: 3 clusters Score -699482.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -699508.687500 Penalty: 2869.926270
	Iteration 9Q: 3 clusters Score -699508.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -699533.375000 Penalty: 2869.926270
	Iteration 10Q: 3 clusters Score -699533.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -699553.437500 Penalty: 2869.926270
	Iteration 11Q: 3 clusters Score -699553.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -699571.000000 Penalty: 2869.926270
	Iteration 12Q: 3 clusters Score -699571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -699581.187500 Penalty: 2869.926270
	Iteration 13Q: 3 clusters Score -699581.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -699591.937500 Penalty: 2869.926270
	Iteration 14Q: 3 clusters Score -699591.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -699600.500000 Penalty: 2869.926270
	Iteration 15Q: 3 clusters Score -699600.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -699610.562500 Penalty: 2869.926270
	Iteration 16Q: 3 clusters Score -699610.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -699623.562500 Penalty: 2869.926270
	Iteration 17Q: 3 clusters Score -699623.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -699640.812500 Penalty: 2869.926270
	Iteration 18Q: 3 clusters Score -699640.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -699662.000000 Penalty: 2869.926270
	Iteration 19Q: 3 clusters Score -699662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -699685.937500 Penalty: 2869.926270
	Iteration 20F: 3 clusters Score -699685.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -699705.312500 Penalty: 2869.926270
	Iteration 21Q: 3 clusters Score -699705.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -699728.062500 Penalty: 2869.926270
	Iteration 22Q: 3 clusters Score -699728.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -699748.625000 Penalty: 2869.926270
	Iteration 23Q: 3 clusters Score -699748.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -699768.375000 Penalty: 2869.926270
	Iteration 24Q: 3 clusters Score -699768.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -699791.937500 Penalty: 2869.926270
	Iteration 25Q: 3 clusters Score -699791.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -699814.687500 Penalty: 2869.926270
	Iteration 26Q: 3 clusters Score -699814.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -699837.000000 Penalty: 2869.926270
	Iteration 27Q: 3 clusters Score -699837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -699862.000000 Penalty: 2869.926270
	Iteration 28Q: 3 clusters Score -699862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -699899.000000 Penalty: 2869.926270
	Iteration 29Q: 3 clusters Score -699899 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -699943.062500 Penalty: 2869.926270
	Iteration 30Q: 3 clusters Score -699943.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -699982.000000 Penalty: 2869.926270
	Iteration 31Q: 3 clusters Score -699982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -700031.250000 Penalty: 2869.926270
	Iteration 32Q: 3 clusters Score -700031.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -700073.687500 Penalty: 2869.926270
	Iteration 33Q: 3 clusters Score -700073.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -700124.062500 Penalty: 2869.926270
	Iteration 34Q: 3 clusters Score -700124.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -700181.125000 Penalty: 2869.926270
	Iteration 35Q: 3 clusters Score -700181.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -700243.437500 Penalty: 2869.926270
	Iteration 36Q: 3 clusters Score -700243.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -700317.562500 Penalty: 2869.926270
	Iteration 37Q: 3 clusters Score -700317.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -700398.812500 Penalty: 2869.926270
	Iteration 38Q: 3 clusters Score -700398.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -700503.562500 Penalty: 2869.926270
	Iteration 39Q: 3 clusters Score -700503.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -700617.625000 Penalty: 2869.926270
	Iteration 40F: 3 clusters Score -700617.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -700719.875000 Penalty: 2869.926270
	Iteration 41Q: 3 clusters Score -700719.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -700803.812500 Penalty: 2869.926270
	Iteration 42Q: 3 clusters Score -700803.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -700891.250000 Penalty: 2869.926270
	Iteration 43Q: 3 clusters Score -700891.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -700970.125000 Penalty: 2869.926270
	Iteration 44Q: 3 clusters Score -700970.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -701035.437500 Penalty: 2869.926270
	Iteration 45Q: 3 clusters Score -701035.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -701086.812500 Penalty: 2869.926270
	Iteration 46Q: 3 clusters Score -701086.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -701139.062500 Penalty: 2869.926270
	Iteration 47Q: 3 clusters Score -701139.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -701176.375000 Penalty: 2869.926270
	Iteration 48Q: 3 clusters Score -701176.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -701204.250000 Penalty: 2869.926270
	Iteration 49Q: 3 clusters Score -701204.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -701222.187500 Penalty: 2869.926270
	Iteration 50Q: 3 clusters Score -701222.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -701233.187500 Penalty: 2869.926270
	Iteration 51Q: 3 clusters Score -701233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -701246.750000 Penalty: 2869.926270
	Iteration 52Q: 3 clusters Score -701246.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -701258.687500 Penalty: 2869.926270
	Iteration 53Q: 3 clusters Score -701258.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -701266.625000 Penalty: 2869.926270
	Iteration 54Q: 3 clusters Score -701266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -701271.562500 Penalty: 2869.926270
	Iteration 55Q: 3 clusters Score -701271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -701275.312500 Penalty: 2869.926270
	Iteration 56Q: 3 clusters Score -701275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -701278.437500 Penalty: 2869.926270
	Iteration 57Q: 3 clusters Score -701278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -701279.312500 Penalty: 2869.926270
	Iteration 58Q: 3 clusters Score -701279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -701279.312500 Penalty: 2869.926270
	Iteration 59F: 3 clusters Score -701279.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Entering Unmasked Estep 
Score: -743377.875000 Penalty: 1445.116333
	Iteration 0F: 2 clusters Score -743377.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -737942.625000 Penalty: 2890.232666
	Iteration 0F: 3 clusters Score -737942.6 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -739777.937500 Penalty: 2890.232666
	Iteration 1F: 3 clusters Score -739777.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -740205.125000 Penalty: 2890.232666
	Iteration 2F: 3 clusters Score -740205.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -740642.875000 Penalty: 2890.232666
	Iteration 3F: 3 clusters Score -740642.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -741085.437500 Penalty: 2890.232666
	Iteration 4F: 3 clusters Score -741085.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -741419.875000 Penalty: 2890.232666
	Iteration 5F: 3 clusters Score -741419.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -741670.250000 Penalty: 2890.232666
	Iteration 6F: 3 clusters Score -741670.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -741878.125000 Penalty: 2890.232666
	Iteration 7Q: 3 clusters Score -741878.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -742072.625000 Penalty: 2890.232666
	Iteration 8Q: 3 clusters Score -742072.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -742260.375000 Penalty: 2890.232666
	Iteration 9Q: 3 clusters Score -742260.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -742388.937500 Penalty: 2890.232666
	Iteration 10Q: 3 clusters Score -742388.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -742457.187500 Penalty: 2890.232666
	Iteration 11Q: 3 clusters Score -742457.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -742509.125000 Penalty: 2890.232666
	Iteration 12Q: 3 clusters Score -742509.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -742560.062500 Penalty: 2890.232666
	Iteration 13Q: 3 clusters Score -742560.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -742605.437500 Penalty: 2890.232666
	Iteration 14Q: 3 clusters Score -742605.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -742639.000000 Penalty: 2890.232666
	Iteration 15Q: 3 clusters Score -742639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -742660.937500 Penalty: 2890.232666
	Iteration 16Q: 3 clusters Score -742660.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -742672.875000 Penalty: 2890.232666
	Iteration 17Q: 3 clusters Score -742672.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -742680.937500 Penalty: 2890.232666
	Iteration 18Q: 3 clusters Score -742680.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -742692.750000 Penalty: 2890.232666
	Iteration 19Q: 3 clusters Score -742692.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -742701.375000 Penalty: 2890.232666
	Iteration 20F: 3 clusters Score -742701.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -742711.562500 Penalty: 2890.232666
	Iteration 21Q: 3 clusters Score -742711.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -742716.062500 Penalty: 2890.232666
	Iteration 22Q: 3 clusters Score -742716.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -742723.875000 Penalty: 2890.232666
	Iteration 23Q: 3 clusters Score -742723.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -742730.187500 Penalty: 2890.232666
	Iteration 24Q: 3 clusters Score -742730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -742732.375000 Penalty: 2890.232666
	Iteration 25Q: 3 clusters Score -742732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -742734.562500 Penalty: 2890.232666
	Iteration 26Q: 3 clusters Score -742734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -742737.687500 Penalty: 2890.232666
	Iteration 27Q: 3 clusters Score -742737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -742737.750000 Penalty: 2890.232666
	Iteration 28Q: 3 clusters Score -742737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -742739.937500 Penalty: 2890.232666
	Iteration 29Q: 3 clusters Score -742739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -742742.437500 Penalty: 2890.232666
	Iteration 30Q: 3 clusters Score -742742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -742742.687500 Penalty: 2890.232666
	Iteration 31Q: 3 clusters Score -742742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -742746.125000 Penalty: 2890.232666
	Iteration 32Q: 3 clusters Score -742746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -742746.750000 Penalty: 2890.232666
	Iteration 33Q: 3 clusters Score -742746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -742748.500000 Penalty: 2890.232666
	Iteration 34Q: 3 clusters Score -742748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -742748.750000 Penalty: 2890.232666
	Iteration 35Q: 3 clusters Score -742748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -742751.937500 Penalty: 2890.232666
	Iteration 36Q: 3 clusters Score -742751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -742752.062500 Penalty: 2890.232666
	Iteration 37Q: 3 clusters Score -742752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -742752.062500 Penalty: 2890.232666
	Iteration 38F: 3 clusters Score -742752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Entering Unmasked Estep 
Score: -2008585.375000 Penalty: 1596.181763
	Iteration 0F: 2 clusters Score -2008585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1995894.125000 Penalty: 3192.363525
	Iteration 0F: 3 clusters Score -1995894 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2000346.500000 Penalty: 3192.363525
	Iteration 1F: 3 clusters Score -2000346 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2000741.375000 Penalty: 3192.363525
	Iteration 2F: 3 clusters Score -2000741 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2001155.625000 Penalty: 3192.363525
	Iteration 3F: 3 clusters Score -2001156 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2001608.000000 Penalty: 3192.363525
	Iteration 4F: 3 clusters Score -2001608 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2002149.000000 Penalty: 3192.363525
	Iteration 5F: 3 clusters Score -2002149 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2002821.500000 Penalty: 3192.363525
	Iteration 6F: 3 clusters Score -2002822 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2003580.625000 Penalty: 3192.363525
	Iteration 7F: 3 clusters Score -2003581 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2004424.000000 Penalty: 3192.363525
	Iteration 8F: 3 clusters Score -2004424 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2005153.000000 Penalty: 3192.363525
	Iteration 9Q: 3 clusters Score -2005153 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2005645.500000 Penalty: 3192.363525
	Iteration 10Q: 3 clusters Score -2005646 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2005882.875000 Penalty: 3192.363525
	Iteration 11Q: 3 clusters Score -2005883 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2006001.750000 Penalty: 3192.363525
	Iteration 12Q: 3 clusters Score -2006002 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2006077.750000 Penalty: 3192.363525
	Iteration 13Q: 3 clusters Score -2006078 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2006150.750000 Penalty: 3192.363525
	Iteration 14Q: 3 clusters Score -2006151 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2006219.750000 Penalty: 3192.363525
	Iteration 15Q: 3 clusters Score -2006220 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2006276.500000 Penalty: 3192.363525
	Iteration 16Q: 3 clusters Score -2006276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2006336.750000 Penalty: 3192.363525
	Iteration 17Q: 3 clusters Score -2006337 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2006394.000000 Penalty: 3192.363525
	Iteration 18Q: 3 clusters Score -2006394 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2006481.125000 Penalty: 3192.363525
	Iteration 19Q: 3 clusters Score -2006481 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2006602.125000 Penalty: 3192.363525
	Iteration 20F: 3 clusters Score -2006602 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2006750.250000 Penalty: 3192.363525
	Iteration 21Q: 3 clusters Score -2006750 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2006876.125000 Penalty: 3192.363525
	Iteration 22Q: 3 clusters Score -2006876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2006960.250000 Penalty: 3192.363525
	Iteration 23Q: 3 clusters Score -2006960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2007030.750000 Penalty: 3192.363525
	Iteration 24Q: 3 clusters Score -2007031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2007081.500000 Penalty: 3192.363525
	Iteration 25Q: 3 clusters Score -2007082 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2007131.000000 Penalty: 3192.363525
	Iteration 26Q: 3 clusters Score -2007131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2007178.375000 Penalty: 3192.363525
	Iteration 27Q: 3 clusters Score -2007178 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2007231.125000 Penalty: 3192.363525
	Iteration 28Q: 3 clusters Score -2007231 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2007278.250000 Penalty: 3192.363525
	Iteration 29Q: 3 clusters Score -2007278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2007310.000000 Penalty: 3192.363525
	Iteration 30Q: 3 clusters Score -2007310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2007328.500000 Penalty: 3192.363525
	Iteration 31Q: 3 clusters Score -2007328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2007343.000000 Penalty: 3192.363525
	Iteration 32Q: 3 clusters Score -2007343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2007357.375000 Penalty: 3192.363525
	Iteration 33Q: 3 clusters Score -2007357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2007363.500000 Penalty: 3192.363525
	Iteration 34Q: 3 clusters Score -2007364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2007374.750000 Penalty: 3192.363525
	Iteration 35Q: 3 clusters Score -2007375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2007378.875000 Penalty: 3192.363525
	Iteration 36Q: 3 clusters Score -2007379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2007381.875000 Penalty: 3192.363525
	Iteration 37Q: 3 clusters Score -2007382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2007387.875000 Penalty: 3192.363525
	Iteration 38Q: 3 clusters Score -2007388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2007398.750000 Penalty: 3192.363525
	Iteration 39Q: 3 clusters Score -2007399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2007400.500000 Penalty: 3192.363525
	Iteration 40F: 3 clusters Score -2007400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2007405.625000 Penalty: 3192.363525
	Iteration 41Q: 3 clusters Score -2007406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2007409.875000 Penalty: 3192.363525
	Iteration 42Q: 3 clusters Score -2007410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2007405.500000 Penalty: 3192.363525
	Iteration 43Q: 3 clusters Score -2007406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2007410.375000 Penalty: 3192.363525
	Iteration 44Q: 3 clusters Score -2007410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2007410.875000 Penalty: 3192.363525
	Iteration 45Q: 3 clusters Score -2007411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2007410.750000 Penalty: 3192.363525
	Iteration 46Q: 3 clusters Score -2007411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2007408.125000 Penalty: 3192.363525
	Iteration 47Q: 3 clusters Score -2007408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2007404.125000 Penalty: 3192.363525
	Iteration 48Q: 3 clusters Score -2007404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2007406.000000 Penalty: 3192.363525
	Iteration 49Q: 3 clusters Score -2007406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2007406.500000 Penalty: 3192.363525
	Iteration 50Q: 3 clusters Score -2007406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2007409.375000 Penalty: 3192.363525
	Iteration 51Q: 3 clusters Score -2007409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2007408.000000 Penalty: 3192.363525
	Iteration 52Q: 3 clusters Score -2007408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2007409.500000 Penalty: 3192.363525
	Iteration 53Q: 3 clusters Score -2007410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2007409.500000 Penalty: 3192.363525
	Iteration 54F: 3 clusters Score -2007410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -323175.250000 Penalty: 1318.431763
	Iteration 0F: 2 clusters Score -323175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -320223.500000 Penalty: 2636.863525
	Iteration 0F: 3 clusters Score -320223.5 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -321053.500000 Penalty: 2636.863525
	Iteration 1F: 3 clusters Score -321053.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -321340.812500 Penalty: 2636.863525
	Iteration 2F: 3 clusters Score -321340.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -321584.500000 Penalty: 2636.863525
	Iteration 3F: 3 clusters Score -321584.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -321774.906250 Penalty: 2636.863525
	Iteration 4F: 3 clusters Score -321774.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -321945.500000 Penalty: 2636.863525
	Iteration 5F: 3 clusters Score -321945.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -322060.656250 Penalty: 2636.863525
	Iteration 6F: 3 clusters Score -322060.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -322124.625000 Penalty: 2636.863525
	Iteration 7Q: 3 clusters Score -322124.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -322178.406250 Penalty: 2636.863525
	Iteration 8Q: 3 clusters Score -322178.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -322218.187500 Penalty: 2636.863525
	Iteration 9Q: 3 clusters Score -322218.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -322272.468750 Penalty: 2636.863525
	Iteration 10Q: 3 clusters Score -322272.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -322308.875000 Penalty: 2636.863525
	Iteration 11Q: 3 clusters Score -322308.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -322345.031250 Penalty: 2636.863525
	Iteration 12Q: 3 clusters Score -322345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -322377.000000 Penalty: 2636.863525
	Iteration 13Q: 3 clusters Score -322377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -322407.718750 Penalty: 2636.863525
	Iteration 14Q: 3 clusters Score -322407.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -322436.562500 Penalty: 2636.863525
	Iteration 15Q: 3 clusters Score -322436.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -322465.968750 Penalty: 2636.863525
	Iteration 16Q: 3 clusters Score -322466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -322498.218750 Penalty: 2636.863525
	Iteration 17Q: 3 clusters Score -322498.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -322525.250000 Penalty: 2636.863525
	Iteration 18Q: 3 clusters Score -322525.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -322564.187500 Penalty: 2636.863525
	Iteration 19Q: 3 clusters Score -322564.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -322608.843750 Penalty: 2636.863525
	Iteration 20F: 3 clusters Score -322608.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -322640.906250 Penalty: 2636.863525
	Iteration 21Q: 3 clusters Score -322640.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -322671.937500 Penalty: 2636.863525
	Iteration 22Q: 3 clusters Score -322671.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -322696.937500 Penalty: 2636.863525
	Iteration 23Q: 3 clusters Score -322696.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -322716.437500 Penalty: 2636.863525
	Iteration 24Q: 3 clusters Score -322716.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -322729.156250 Penalty: 2636.863525
	Iteration 25Q: 3 clusters Score -322729.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -322734.750000 Penalty: 2636.863525
	Iteration 26Q: 3 clusters Score -322734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -322740.031250 Penalty: 2636.863525
	Iteration 27Q: 3 clusters Score -322740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -322742.562500 Penalty: 2636.863525
	Iteration 28Q: 3 clusters Score -322742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -322743.906250 Penalty: 2636.863525
	Iteration 29Q: 3 clusters Score -322743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -322745.218750 Penalty: 2636.863525
	Iteration 30Q: 3 clusters Score -322745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -322746.812500 Penalty: 2636.863525
	Iteration 31Q: 3 clusters Score -322746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -322748.281250 Penalty: 2636.863525
	Iteration 32Q: 3 clusters Score -322748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -322749.843750 Penalty: 2636.863525
	Iteration 33Q: 3 clusters Score -322749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -322752.031250 Penalty: 2636.863525
	Iteration 34Q: 3 clusters Score -322752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -322753.406250 Penalty: 2636.863525
	Iteration 35Q: 3 clusters Score -322753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -322753.750000 Penalty: 2636.863525
	Iteration 36Q: 3 clusters Score -322753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -322754.937500 Penalty: 2636.863525
	Iteration 37Q: 3 clusters Score -322754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -322756.281250 Penalty: 2636.863525
	Iteration 38Q: 3 clusters Score -322756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -322756.343750 Penalty: 2636.863525
	Iteration 39Q: 3 clusters Score -322756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -322758.000000 Penalty: 2636.863525
	Iteration 40F: 3 clusters Score -322758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -322760.625000 Penalty: 2636.863525
	Iteration 41Q: 3 clusters Score -322760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -322760.687500 Penalty: 2636.863525
	Iteration 42Q: 3 clusters Score -322760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -322761.562500 Penalty: 2636.863525
	Iteration 43Q: 3 clusters Score -322761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -322762.718750 Penalty: 2636.863525
	Iteration 44Q: 3 clusters Score -322762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -322762.875000 Penalty: 2636.863525
	Iteration 45Q: 3 clusters Score -322762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -322764.343750 Penalty: 2636.863525
	Iteration 46Q: 3 clusters Score -322764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -322766.500000 Penalty: 2636.863525
	Iteration 47Q: 3 clusters Score -322766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -322770.312500 Penalty: 2636.863525
	Iteration 48Q: 3 clusters Score -322770.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -322773.687500 Penalty: 2636.863525
	Iteration 49Q: 3 clusters Score -322773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -322776.750000 Penalty: 2636.863525
	Iteration 50Q: 3 clusters Score -322776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -322778.937500 Penalty: 2636.863525
	Iteration 51Q: 3 clusters Score -322778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -322781.000000 Penalty: 2636.863525
	Iteration 52Q: 3 clusters Score -322781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -322783.843750 Penalty: 2636.863525
	Iteration 53Q: 3 clusters Score -322783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -322784.250000 Penalty: 2636.863525
	Iteration 54Q: 3 clusters Score -322784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -322784.250000 Penalty: 2636.863525
	Iteration 55F: 3 clusters Score -322784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Entering Unmasked Estep 
Score: -5211779.500000 Penalty: 1756.327881
	Iteration 0F: 2 clusters Score -5211780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5178874.000000 Penalty: 3512.655762
	Iteration 0F: 3 clusters Score -5178874 nChanged 23002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5192246.500000 Penalty: 3512.655762
	Iteration 1F: 3 clusters Score -5192246 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5193318.500000 Penalty: 3512.655762
	Iteration 2Q: 3 clusters Score -5193318 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5194894.000000 Penalty: 3512.655762
	Iteration 3F: 3 clusters Score -5194894 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -5197066.000000 Penalty: 3512.655762
	Iteration 4F: 3 clusters Score -5197066 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -5199212.500000 Penalty: 3512.655762
	Iteration 5F: 3 clusters Score -5199212 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5201106.500000 Penalty: 3512.655762
	Iteration 6F: 3 clusters Score -5201106 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -5202650.500000 Penalty: 3512.655762
	Iteration 7F: 3 clusters Score -5202650 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5204024.000000 Penalty: 3512.655762
	Iteration 8Q: 3 clusters Score -5204024 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -5205291.500000 Penalty: 3512.655762
	Iteration 9Q: 3 clusters Score -5205292 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -5206487.500000 Penalty: 3512.655762
	Iteration 10Q: 3 clusters Score -5206488 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -5207712.500000 Penalty: 3512.655762
	Iteration 11Q: 3 clusters Score -5207712 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5208900.000000 Penalty: 3512.655762
	Iteration 12Q: 3 clusters Score -5208900 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5209854.000000 Penalty: 3512.655762
	Iteration 13Q: 3 clusters Score -5209854 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5210423.000000 Penalty: 3512.655762
	Iteration 14Q: 3 clusters Score -5210423 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5210693.000000 Penalty: 3512.655762
	Iteration 15Q: 3 clusters Score -5210693 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -5210817.000000 Penalty: 3512.655762
	Iteration 16Q: 3 clusters Score -5210817 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5210889.000000 Penalty: 3512.655762
	Iteration 17Q: 3 clusters Score -5210889 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5210953.500000 Penalty: 3512.655762
	Iteration 18Q: 3 clusters Score -5210954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5210982.500000 Penalty: 3512.655762
	Iteration 19Q: 3 clusters Score -5210982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5211000.000000 Penalty: 3512.655762
	Iteration 20F: 3 clusters Score -5211000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5211008.500000 Penalty: 3512.655762
	Iteration 21Q: 3 clusters Score -5211008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5211020.000000 Penalty: 3512.655762
	Iteration 22Q: 3 clusters Score -5211020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5211015.000000 Penalty: 3512.655762
	Iteration 23Q: 3 clusters Score -5211015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5211025.500000 Penalty: 3512.655762
	Iteration 24Q: 3 clusters Score -5211026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5211036.000000 Penalty: 3512.655762
	Iteration 25Q: 3 clusters Score -5211036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5211037.500000 Penalty: 3512.655762
	Iteration 26Q: 3 clusters Score -5211038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5211054.500000 Penalty: 3512.655762
	Iteration 27Q: 3 clusters Score -5211054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5211053.500000 Penalty: 3512.655762
	Iteration 28Q: 3 clusters Score -5211054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5211080.500000 Penalty: 3512.655762
	Iteration 29Q: 3 clusters Score -5211080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5211071.500000 Penalty: 3512.655762
	Iteration 30Q: 3 clusters Score -5211072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5211075.000000 Penalty: 3512.655762
	Iteration 31Q: 3 clusters Score -5211075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5211080.500000 Penalty: 3512.655762
	Iteration 32Q: 3 clusters Score -5211080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5211092.500000 Penalty: 3512.655762
	Iteration 33Q: 3 clusters Score -5211092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5211089.500000 Penalty: 3512.655762
	Iteration 34Q: 3 clusters Score -5211090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5211087.000000 Penalty: 3512.655762
	Iteration 35Q: 3 clusters Score -5211087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5211092.500000 Penalty: 3512.655762
	Iteration 36Q: 3 clusters Score -5211092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5211091.500000 Penalty: 3512.655762
	Iteration 37Q: 3 clusters Score -5211092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5211094.500000 Penalty: 3512.655762
	Iteration 38Q: 3 clusters Score -5211094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5211094.500000 Penalty: 3512.655762
	Iteration 39Q: 3 clusters Score -5211094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5211094.000000 Penalty: 3512.655762
	Iteration 40F: 3 clusters Score -5211094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5211096.500000 Penalty: 3512.655762
	Iteration 41Q: 3 clusters Score -5211096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5211097.000000 Penalty: 3512.655762
	Iteration 42Q: 3 clusters Score -5211097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5211100.000000 Penalty: 3512.655762
	Iteration 43Q: 3 clusters Score -5211100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5211093.000000 Penalty: 3512.655762
	Iteration 44Q: 3 clusters Score -5211093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5211099.000000 Penalty: 3512.655762
	Iteration 45Q: 3 clusters Score -5211099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5211114.000000 Penalty: 3512.655762
	Iteration 46Q: 3 clusters Score -5211114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5211118.000000 Penalty: 3512.655762
	Iteration 47Q: 3 clusters Score -5211118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5211118.000000 Penalty: 3512.655762
	Iteration 48Q: 3 clusters Score -5211118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5211118.000000 Penalty: 3512.655762
	Iteration 49Q: 3 clusters Score -5211118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5211112.000000 Penalty: 3512.655762
	Iteration 50Q: 3 clusters Score -5211112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5211113.500000 Penalty: 3512.655762
	Iteration 51Q: 3 clusters Score -5211114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5211119.500000 Penalty: 3512.655762
	Iteration 52Q: 3 clusters Score -5211120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5211120.500000 Penalty: 3512.655762
	Iteration 53Q: 3 clusters Score -5211120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5211115.500000 Penalty: 3512.655762
	Iteration 54Q: 3 clusters Score -5211116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5211113.000000 Penalty: 3512.655762
	Iteration 55Q: 3 clusters Score -5211113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5211111.000000 Penalty: 3512.655762
	Iteration 56Q: 3 clusters Score -5211111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5211114.500000 Penalty: 3512.655762
	Iteration 57Q: 3 clusters Score -5211114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5211109.500000 Penalty: 3512.655762
	Iteration 58Q: 3 clusters Score -5211110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5211108.500000 Penalty: 3512.655762
	Iteration 59Q: 3 clusters Score -5211108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5211108.000000 Penalty: 3512.655762
	Iteration 60F: 3 clusters Score -5211108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -460464.125000 Penalty: 1357.098389
	Iteration 0F: 2 clusters Score -460464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -456975.968750 Penalty: 2714.196777
	Iteration 0F: 3 clusters Score -456976 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -457907.625000 Penalty: 2714.196777
	Iteration 1F: 3 clusters Score -457907.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -458079.156250 Penalty: 2714.196777
	Iteration 2F: 3 clusters Score -458079.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -458167.843750 Penalty: 2714.196777
	Iteration 3Q: 3 clusters Score -458167.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -458235.562500 Penalty: 2714.196777
	Iteration 4Q: 3 clusters Score -458235.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -458297.437500 Penalty: 2714.196777
	Iteration 5Q: 3 clusters Score -458297.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -458347.593750 Penalty: 2714.196777
	Iteration 6Q: 3 clusters Score -458347.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -458392.375000 Penalty: 2714.196777
	Iteration 7Q: 3 clusters Score -458392.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -458429.968750 Penalty: 2714.196777
	Iteration 8Q: 3 clusters Score -458430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -458465.687500 Penalty: 2714.196777
	Iteration 9Q: 3 clusters Score -458465.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -458506.531250 Penalty: 2714.196777
	Iteration 10Q: 3 clusters Score -458506.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -458556.437500 Penalty: 2714.196777
	Iteration 11Q: 3 clusters Score -458556.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -458623.843750 Penalty: 2714.196777
	Iteration 12Q: 3 clusters Score -458623.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -458687.562500 Penalty: 2714.196777
	Iteration 13Q: 3 clusters Score -458687.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -458757.718750 Penalty: 2714.196777
	Iteration 14Q: 3 clusters Score -458757.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -458835.500000 Penalty: 2714.196777
	Iteration 15Q: 3 clusters Score -458835.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -458902.000000 Penalty: 2714.196777
	Iteration 16Q: 3 clusters Score -458902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -458951.375000 Penalty: 2714.196777
	Iteration 17Q: 3 clusters Score -458951.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -459008.281250 Penalty: 2714.196777
	Iteration 18Q: 3 clusters Score -459008.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -459058.500000 Penalty: 2714.196777
	Iteration 19Q: 3 clusters Score -459058.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -459101.343750 Penalty: 2714.196777
	Iteration 20F: 3 clusters Score -459101.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -459136.500000 Penalty: 2714.196777
	Iteration 21Q: 3 clusters Score -459136.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -459158.093750 Penalty: 2714.196777
	Iteration 22Q: 3 clusters Score -459158.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -459181.156250 Penalty: 2714.196777
	Iteration 23Q: 3 clusters Score -459181.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -459197.187500 Penalty: 2714.196777
	Iteration 24Q: 3 clusters Score -459197.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -459206.500000 Penalty: 2714.196777
	Iteration 25Q: 3 clusters Score -459206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -459213.593750 Penalty: 2714.196777
	Iteration 26Q: 3 clusters Score -459213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -459215.468750 Penalty: 2714.196777
	Iteration 27Q: 3 clusters Score -459215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -459215.625000 Penalty: 2714.196777
	Iteration 28Q: 3 clusters Score -459215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -459216.312500 Penalty: 2714.196777
	Iteration 29Q: 3 clusters Score -459216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -459216.312500 Penalty: 2714.196777
	Iteration 30F: 3 clusters Score -459216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Entering Unmasked Estep 
Score: -2043414.500000 Penalty: 1612.606323
	Iteration 0F: 2 clusters Score -2043414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2029523.750000 Penalty: 3225.212646
	Iteration 0F: 3 clusters Score -2029524 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2035068.375000 Penalty: 3225.212646
	Iteration 1F: 3 clusters Score -2035068 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2035806.250000 Penalty: 3225.212646
	Iteration 2F: 3 clusters Score -2035806 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2036788.375000 Penalty: 3225.212646
	Iteration 3F: 3 clusters Score -2036788 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2038016.250000 Penalty: 3225.212646
	Iteration 4F: 3 clusters Score -2038016 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2039231.250000 Penalty: 3225.212646
	Iteration 5F: 3 clusters Score -2039231 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2040191.250000 Penalty: 3225.212646
	Iteration 6F: 3 clusters Score -2040191 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2040868.875000 Penalty: 3225.212646
	Iteration 7Q: 3 clusters Score -2040869 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2041345.125000 Penalty: 3225.212646
	Iteration 8Q: 3 clusters Score -2041345 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2041614.500000 Penalty: 3225.212646
	Iteration 9Q: 3 clusters Score -2041614 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2041792.875000 Penalty: 3225.212646
	Iteration 10Q: 3 clusters Score -2041793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2041908.875000 Penalty: 3225.212646
	Iteration 11Q: 3 clusters Score -2041909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2042000.625000 Penalty: 3225.212646
	Iteration 12Q: 3 clusters Score -2042001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2042065.375000 Penalty: 3225.212646
	Iteration 13Q: 3 clusters Score -2042065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2042113.625000 Penalty: 3225.212646
	Iteration 14Q: 3 clusters Score -2042114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2042147.125000 Penalty: 3225.212646
	Iteration 15Q: 3 clusters Score -2042147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2042170.875000 Penalty: 3225.212646
	Iteration 16Q: 3 clusters Score -2042171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2042183.500000 Penalty: 3225.212646
	Iteration 17Q: 3 clusters Score -2042184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2042193.750000 Penalty: 3225.212646
	Iteration 18Q: 3 clusters Score -2042194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2042196.125000 Penalty: 3225.212646
	Iteration 19Q: 3 clusters Score -2042196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2042202.375000 Penalty: 3225.212646
	Iteration 20F: 3 clusters Score -2042202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2042207.250000 Penalty: 3225.212646
	Iteration 21Q: 3 clusters Score -2042207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2042207.750000 Penalty: 3225.212646
	Iteration 22Q: 3 clusters Score -2042208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2042215.000000 Penalty: 3225.212646
	Iteration 23Q: 3 clusters Score -2042215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2042228.125000 Penalty: 3225.212646
	Iteration 24Q: 3 clusters Score -2042228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2042241.500000 Penalty: 3225.212646
	Iteration 25Q: 3 clusters Score -2042242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2042246.000000 Penalty: 3225.212646
	Iteration 26Q: 3 clusters Score -2042246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2042250.750000 Penalty: 3225.212646
	Iteration 27Q: 3 clusters Score -2042251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2042250.750000 Penalty: 3225.212646
	Iteration 28Q: 3 clusters Score -2042251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2042250.250000 Penalty: 3225.212646
	Iteration 29Q: 3 clusters Score -2042250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2042251.000000 Penalty: 3225.212646
	Iteration 30Q: 3 clusters Score -2042251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2042249.000000 Penalty: 3225.212646
	Iteration 31Q: 3 clusters Score -2042249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2042249.000000 Penalty: 3225.212646
	Iteration 32F: 3 clusters Score -2042249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -967387.000000 Penalty: 1494.471680
	Iteration 0F: 2 clusters Score -967387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -960417.625000 Penalty: 2988.943359
	Iteration 0F: 3 clusters Score -960417.6 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -962862.750000 Penalty: 2988.943359
	Iteration 1F: 3 clusters Score -962862.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -963352.750000 Penalty: 2988.943359
	Iteration 2F: 3 clusters Score -963352.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -963858.250000 Penalty: 2988.943359
	Iteration 3F: 3 clusters Score -963858.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -964376.812500 Penalty: 2988.943359
	Iteration 4F: 3 clusters Score -964376.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -964788.062500 Penalty: 2988.943359
	Iteration 5F: 3 clusters Score -964788.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -965119.250000 Penalty: 2988.943359
	Iteration 6F: 3 clusters Score -965119.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -965357.000000 Penalty: 2988.943359
	Iteration 7Q: 3 clusters Score -965357 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -965551.812500 Penalty: 2988.943359
	Iteration 8Q: 3 clusters Score -965551.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -965723.812500 Penalty: 2988.943359
	Iteration 9Q: 3 clusters Score -965723.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -965871.187500 Penalty: 2988.943359
	Iteration 10Q: 3 clusters Score -965871.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -965983.875000 Penalty: 2988.943359
	Iteration 11Q: 3 clusters Score -965983.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -966078.062500 Penalty: 2988.943359
	Iteration 12Q: 3 clusters Score -966078.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -966132.625000 Penalty: 2988.943359
	Iteration 13Q: 3 clusters Score -966132.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -966174.750000 Penalty: 2988.943359
	Iteration 14Q: 3 clusters Score -966174.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -966219.687500 Penalty: 2988.943359
	Iteration 15Q: 3 clusters Score -966219.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -966265.562500 Penalty: 2988.943359
	Iteration 16Q: 3 clusters Score -966265.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -966314.625000 Penalty: 2988.943359
	Iteration 17Q: 3 clusters Score -966314.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -966362.562500 Penalty: 2988.943359
	Iteration 18Q: 3 clusters Score -966362.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -966411.500000 Penalty: 2988.943359
	Iteration 19Q: 3 clusters Score -966411.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -966436.687500 Penalty: 2988.943359
	Iteration 20F: 3 clusters Score -966436.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -966454.875000 Penalty: 2988.943359
	Iteration 21Q: 3 clusters Score -966454.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -966471.937500 Penalty: 2988.943359
	Iteration 22Q: 3 clusters Score -966471.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -966482.750000 Penalty: 2988.943359
	Iteration 23Q: 3 clusters Score -966482.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -966488.125000 Penalty: 2988.943359
	Iteration 24Q: 3 clusters Score -966488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -966491.687500 Penalty: 2988.943359
	Iteration 25Q: 3 clusters Score -966491.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -966499.500000 Penalty: 2988.943359
	Iteration 26Q: 3 clusters Score -966499.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -966506.375000 Penalty: 2988.943359
	Iteration 27Q: 3 clusters Score -966506.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -966513.000000 Penalty: 2988.943359
	Iteration 28Q: 3 clusters Score -966513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -966529.937500 Penalty: 2988.943359
	Iteration 29Q: 3 clusters Score -966529.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -966552.000000 Penalty: 2988.943359
	Iteration 30Q: 3 clusters Score -966552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -966570.625000 Penalty: 2988.943359
	Iteration 31Q: 3 clusters Score -966570.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -966584.125000 Penalty: 2988.943359
	Iteration 32Q: 3 clusters Score -966584.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -966592.437500 Penalty: 2988.943359
	Iteration 33Q: 3 clusters Score -966592.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -966602.312500 Penalty: 2988.943359
	Iteration 34Q: 3 clusters Score -966602.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -966605.687500 Penalty: 2988.943359
	Iteration 35Q: 3 clusters Score -966605.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -966610.187500 Penalty: 2988.943359
	Iteration 36Q: 3 clusters Score -966610.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -966614.312500 Penalty: 2988.943359
	Iteration 37Q: 3 clusters Score -966614.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -966611.687500 Penalty: 2988.943359
	Iteration 38Q: 3 clusters Score -966611.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -966617.187500 Penalty: 2988.943359
	Iteration 39Q: 3 clusters Score -966617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -966620.937500 Penalty: 2988.943359
	Iteration 40F: 3 clusters Score -966620.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -966621.875000 Penalty: 2988.943359
	Iteration 41Q: 3 clusters Score -966621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -966622.000000 Penalty: 2988.943359
	Iteration 42Q: 3 clusters Score -966622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -966623.812500 Penalty: 2988.943359
	Iteration 43Q: 3 clusters Score -966623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -966623.687500 Penalty: 2988.943359
	Iteration 44Q: 3 clusters Score -966623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -966623.062500 Penalty: 2988.943359
	Iteration 45Q: 3 clusters Score -966623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -966622.625000 Penalty: 2988.943359
	Iteration 46Q: 3 clusters Score -966622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -966622.625000 Penalty: 2988.943359
	Iteration 47F: 3 clusters Score -966622.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -66475.343750 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -66475.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65229.855469 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -65229.86 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65488.617188 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -65488.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65622.796875 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -65622.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65731.710938 Penalty: 2165.102783
	Iteration 3F: 3 clusters Score -65731.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65852.828125 Penalty: 2165.102783
	Iteration 4F: 3 clusters Score -65852.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65965.585938 Penalty: 2165.102783
	Iteration 5F: 3 clusters Score -65965.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -66049.828125 Penalty: 2165.102783
	Iteration 6F: 3 clusters Score -66049.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -66099.359375 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -66099.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66165.679688 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -66165.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66214.890625 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -66214.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -66243.632812 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -66243.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66264.367188 Penalty: 2165.102783
	Iteration 11Q: 3 clusters Score -66264.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -66271.179688 Penalty: 2165.102783
	Iteration 12Q: 3 clusters Score -66271.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66271.976562 Penalty: 2165.102783
	Iteration 13Q: 3 clusters Score -66271.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -66272.984375 Penalty: 2165.102783
	Iteration 14Q: 3 clusters Score -66272.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66275.531250 Penalty: 2165.102783
	Iteration 15Q: 3 clusters Score -66275.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -66278.000000 Penalty: 2165.102783
	Iteration 16Q: 3 clusters Score -66278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -66278.000000 Penalty: 2165.102783
	Iteration 17F: 3 clusters Score -66278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -685512.625000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -685512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -680418.687500 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -680418.7 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -682172.375000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -682172.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -682538.750000 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -682538.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -682780.187500 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -682780.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -682938.250000 Penalty: 2860.966553
	Iteration 4Q: 3 clusters Score -682938.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -683060.812500 Penalty: 2860.966553
	Iteration 5Q: 3 clusters Score -683060.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -683175.750000 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -683175.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -683269.312500 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -683269.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -683353.312500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -683353.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -683416.312500 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -683416.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -683461.437500 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -683461.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -683512.625000 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -683512.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -683562.562500 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -683562.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -683605.625000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -683605.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -683648.750000 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -683648.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -683691.375000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -683691.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -683729.437500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -683729.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -683757.437500 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -683757.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -683789.687500 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -683789.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -683826.062500 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -683826.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -683863.250000 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -683863.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -683900.500000 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -683900.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -683925.500000 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -683925.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -683942.562500 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -683942.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -683964.125000 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -683964.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -683985.125000 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -683985.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -684000.937500 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -684000.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -684017.125000 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -684017.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -684035.187500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -684035.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -684053.812500 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -684053.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -684069.000000 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -684069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -684093.437500 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -684093.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -684115.437500 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -684115.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -684135.062500 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -684135.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -684156.687500 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -684156.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -684181.312500 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -684181.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -684203.562500 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -684203.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -684222.437500 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -684222.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -684237.125000 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -684237.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -684249.000000 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -684249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -684263.812500 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -684263.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -684272.375000 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -684272.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -684281.375000 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -684281.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -684290.250000 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -684290.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -684297.500000 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -684297.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -684306.812500 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -684306.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -684315.500000 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -684315.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -684321.187500 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -684321.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -684323.500000 Penalty: 2860.966553
	Iteration 48Q: 3 clusters Score -684323.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -684327.875000 Penalty: 2860.966553
	Iteration 49Q: 3 clusters Score -684327.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -684333.312500 Penalty: 2860.966553
	Iteration 50Q: 3 clusters Score -684333.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -684337.875000 Penalty: 2860.966553
	Iteration 51Q: 3 clusters Score -684337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -684337.437500 Penalty: 2860.966553
	Iteration 52Q: 3 clusters Score -684337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -684338.437500 Penalty: 2860.966553
	Iteration 53Q: 3 clusters Score -684338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -684339.125000 Penalty: 2860.966553
	Iteration 54Q: 3 clusters Score -684339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -684339.562500 Penalty: 2860.966553
	Iteration 55Q: 3 clusters Score -684339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -684341.187500 Penalty: 2860.966553
	Iteration 56Q: 3 clusters Score -684341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -684341.187500 Penalty: 2860.966553
	Iteration 57F: 3 clusters Score -684341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -209716.359375 Penalty: 1238.444214
	Iteration 0F: 2 clusters Score -209716.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -207587.531250 Penalty: 2476.888428
	Iteration 0F: 3 clusters Score -207587.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -208048.250000 Penalty: 2476.888428
	Iteration 1F: 3 clusters Score -208048.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -208165.265625 Penalty: 2476.888428
	Iteration 2F: 3 clusters Score -208165.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -208235.546875 Penalty: 2476.888428
	Iteration 3F: 3 clusters Score -208235.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -208263.093750 Penalty: 2476.888428
	Iteration 4Q: 3 clusters Score -208263.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -208285.593750 Penalty: 2476.888428
	Iteration 5Q: 3 clusters Score -208285.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -208299.640625 Penalty: 2476.888428
	Iteration 6Q: 3 clusters Score -208299.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -208313.875000 Penalty: 2476.888428
	Iteration 7Q: 3 clusters Score -208313.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -208324.437500 Penalty: 2476.888428
	Iteration 8Q: 3 clusters Score -208324.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -208332.468750 Penalty: 2476.888428
	Iteration 9Q: 3 clusters Score -208332.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -208339.796875 Penalty: 2476.888428
	Iteration 10Q: 3 clusters Score -208339.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -208347.906250 Penalty: 2476.888428
	Iteration 11Q: 3 clusters Score -208347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -208351.421875 Penalty: 2476.888428
	Iteration 12Q: 3 clusters Score -208351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -208353.937500 Penalty: 2476.888428
	Iteration 13Q: 3 clusters Score -208353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -208355.796875 Penalty: 2476.888428
	Iteration 14Q: 3 clusters Score -208355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -208356.531250 Penalty: 2476.888428
	Iteration 15Q: 3 clusters Score -208356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -208359.171875 Penalty: 2476.888428
	Iteration 16Q: 3 clusters Score -208359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -208361.812500 Penalty: 2476.888428
	Iteration 17Q: 3 clusters Score -208361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -208363.125000 Penalty: 2476.888428
	Iteration 18Q: 3 clusters Score -208363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -208365.390625 Penalty: 2476.888428
	Iteration 19Q: 3 clusters Score -208365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -208370.031250 Penalty: 2476.888428
	Iteration 20F: 3 clusters Score -208370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -208375.656250 Penalty: 2476.888428
	Iteration 21Q: 3 clusters Score -208375.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208379.468750 Penalty: 2476.888428
	Iteration 22Q: 3 clusters Score -208379.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208381.093750 Penalty: 2476.888428
	Iteration 23Q: 3 clusters Score -208381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -208384.828125 Penalty: 2476.888428
	Iteration 24Q: 3 clusters Score -208384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208386.546875 Penalty: 2476.888428
	Iteration 25Q: 3 clusters Score -208386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -208388.312500 Penalty: 2476.888428
	Iteration 26Q: 3 clusters Score -208388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -208390.250000 Penalty: 2476.888428
	Iteration 27Q: 3 clusters Score -208390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208393.171875 Penalty: 2476.888428
	Iteration 28Q: 3 clusters Score -208393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -208395.406250 Penalty: 2476.888428
	Iteration 29Q: 3 clusters Score -208395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -208395.687500 Penalty: 2476.888428
	Iteration 30Q: 3 clusters Score -208395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208395.796875 Penalty: 2476.888428
	Iteration 31Q: 3 clusters Score -208395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208395.796875 Penalty: 2476.888428
	Iteration 32F: 3 clusters Score -208395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (111188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Entering Unmasked Estep 
Score: -11916447.000000 Penalty: 1888.083862
	Iteration 0F: 2 clusters Score -1.191645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -11842946.000000 Penalty: 3776.167725
	Iteration 0F: 3 clusters Score -1.184295e+07 nChanged 53398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -11874553.000000 Penalty: 3776.167725
	Iteration 1F: 3 clusters Score -1.187455e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -11875674.000000 Penalty: 3776.167725
	Iteration 2Q: 3 clusters Score -1.187567e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -11877180.000000 Penalty: 3776.167725
	Iteration 3Q: 3 clusters Score -1.187718e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -11879069.000000 Penalty: 3776.167725
	Iteration 4Q: 3 clusters Score -1.187907e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -11881125.000000 Penalty: 3776.167725
	Iteration 5Q: 3 clusters Score -1.188112e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -11883336.000000 Penalty: 3776.167725
	Iteration 6Q: 3 clusters Score -1.188334e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -11885569.000000 Penalty: 3776.167725
	Iteration 7Q: 3 clusters Score -1.188557e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -11887665.000000 Penalty: 3776.167725
	Iteration 8Q: 3 clusters Score -1.188766e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -11889517.000000 Penalty: 3776.167725
	Iteration 9Q: 3 clusters Score -1.188952e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -11891687.000000 Penalty: 3776.167725
	Iteration 10Q: 3 clusters Score -1.189169e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -11894001.000000 Penalty: 3776.167725
	Iteration 11Q: 3 clusters Score -1.1894e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -11896671.000000 Penalty: 3776.167725
	Iteration 12Q: 3 clusters Score -1.189667e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -11899655.000000 Penalty: 3776.167725
	Iteration 13Q: 3 clusters Score -1.189966e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -11902761.000000 Penalty: 3776.167725
	Iteration 14Q: 3 clusters Score -1.190276e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -11905787.000000 Penalty: 3776.167725
	Iteration 15Q: 3 clusters Score -1.190579e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -11908561.000000 Penalty: 3776.167725
	Iteration 16Q: 3 clusters Score -1.190856e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -11910727.000000 Penalty: 3776.167725
	Iteration 17Q: 3 clusters Score -1.191073e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -11912276.000000 Penalty: 3776.167725
	Iteration 18Q: 3 clusters Score -1.191228e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 102459 members 
Entering Unmasked Estep 
Score: -11913550.000000 Penalty: 3776.167725
	Iteration 19Q: 3 clusters Score -1.191355e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -11914736.000000 Penalty: 3776.167725
	Iteration 20F: 3 clusters Score -1.191474e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -11916145.000000 Penalty: 3776.167725
	Iteration 21Q: 3 clusters Score -1.191614e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -11917435.000000 Penalty: 3776.167725
	Iteration 22Q: 3 clusters Score -1.191744e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -11918103.000000 Penalty: 3776.167725
	Iteration 23Q: 3 clusters Score -1.19181e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 105013 members 
Entering Unmasked Estep 
Score: -11918328.000000 Penalty: 3776.167725
	Iteration 24Q: 3 clusters Score -1.191833e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -11918402.000000 Penalty: 3776.167725
	Iteration 25Q: 3 clusters Score -1.19184e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -11918452.000000 Penalty: 3776.167725
	Iteration 26Q: 3 clusters Score -1.191845e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -11918494.000000 Penalty: 3776.167725
	Iteration 27Q: 3 clusters Score -1.191849e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -11918504.000000 Penalty: 3776.167725
	Iteration 28Q: 3 clusters Score -1.19185e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -11918497.000000 Penalty: 3776.167725
	Iteration 29Q: 3 clusters Score -1.19185e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -11918529.000000 Penalty: 3776.167725
	Iteration 30Q: 3 clusters Score -1.191853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -11918521.000000 Penalty: 3776.167725
	Iteration 31Q: 3 clusters Score -1.191852e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -11918510.000000 Penalty: 3776.167725
	Iteration 32Q: 3 clusters Score -1.191851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -11918511.000000 Penalty: 3776.167725
	Iteration 33Q: 3 clusters Score -1.191851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -11918507.000000 Penalty: 3776.167725
	Iteration 34Q: 3 clusters Score -1.191851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -11918519.000000 Penalty: 3776.167725
	Iteration 35Q: 3 clusters Score -1.191852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 104430 members 
Entering Unmasked Estep 
Score: -11918507.000000 Penalty: 3776.167725
	Iteration 36Q: 3 clusters Score -1.191851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -11918516.000000 Penalty: 3776.167725
	Iteration 37Q: 3 clusters Score -1.191852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -11918513.000000 Penalty: 3776.167725
	Iteration 38Q: 3 clusters Score -1.191851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -11918513.000000 Penalty: 3776.167725
	Iteration 39F: 3 clusters Score -1.191851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119496 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176801 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88002 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18447 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49423 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20409 members 
Mstep: Class 22 contains 9865 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6654 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 6764 members 
Mstep: Class 27 contains 27236 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 179966 members 
Mstep: Class 31 contains 66225 members 
Mstep: Class 32 contains 3637 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 104424 members 
Entering Unmasked Estep 
Score: -101018464.000000 Penalty: 80663.984375
Splitting cluster 26 changes total score from -101016352.000000 to -101018464.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (27236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Entering Unmasked Estep 
Score: -2821935.000000 Penalty: 1659.497925
	Iteration 0F: 2 clusters Score -2821935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2803558.500000 Penalty: 3318.995850
	Iteration 0F: 3 clusters Score -2803558 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2810229.750000 Penalty: 3318.995850
	Iteration 1F: 3 clusters Score -2810230 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2810544.750000 Penalty: 3318.995850
	Iteration 2Q: 3 clusters Score -2810545 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2810926.500000 Penalty: 3318.995850
	Iteration 3Q: 3 clusters Score -2810926 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2811466.000000 Penalty: 3318.995850
	Iteration 4Q: 3 clusters Score -2811466 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2812294.000000 Penalty: 3318.995850
	Iteration 5F: 3 clusters Score -2812294 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2813533.500000 Penalty: 3318.995850
	Iteration 6F: 3 clusters Score -2813534 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2815154.750000 Penalty: 3318.995850
	Iteration 7F: 3 clusters Score -2815155 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2816980.500000 Penalty: 3318.995850
	Iteration 8F: 3 clusters Score -2816980 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2818652.750000 Penalty: 3318.995850
	Iteration 9F: 3 clusters Score -2818653 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2819923.250000 Penalty: 3318.995850
	Iteration 10Q: 3 clusters Score -2819923 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2820428.500000 Penalty: 3318.995850
	Iteration 11Q: 3 clusters Score -2820428 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2820657.250000 Penalty: 3318.995850
	Iteration 12Q: 3 clusters Score -2820657 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2820780.000000 Penalty: 3318.995850
	Iteration 13Q: 3 clusters Score -2820780 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2820842.500000 Penalty: 3318.995850
	Iteration 14Q: 3 clusters Score -2820842 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2820882.000000 Penalty: 3318.995850
	Iteration 15Q: 3 clusters Score -2820882 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2820919.250000 Penalty: 3318.995850
	Iteration 16Q: 3 clusters Score -2820919 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2820937.750000 Penalty: 3318.995850
	Iteration 17Q: 3 clusters Score -2820938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2820960.750000 Penalty: 3318.995850
	Iteration 18Q: 3 clusters Score -2820961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2820973.750000 Penalty: 3318.995850
	Iteration 19Q: 3 clusters Score -2820974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2820992.000000 Penalty: 3318.995850
	Iteration 20F: 3 clusters Score -2820992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2821001.000000 Penalty: 3318.995850
	Iteration 21Q: 3 clusters Score -2821001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2821006.750000 Penalty: 3318.995850
	Iteration 22Q: 3 clusters Score -2821007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2821013.250000 Penalty: 3318.995850
	Iteration 23Q: 3 clusters Score -2821013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2821017.250000 Penalty: 3318.995850
	Iteration 24Q: 3 clusters Score -2821017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2821021.750000 Penalty: 3318.995850
	Iteration 25Q: 3 clusters Score -2821022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2821026.750000 Penalty: 3318.995850
	Iteration 26Q: 3 clusters Score -2821027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2821034.250000 Penalty: 3318.995850
	Iteration 27Q: 3 clusters Score -2821034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2821041.500000 Penalty: 3318.995850
	Iteration 28Q: 3 clusters Score -2821042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2821051.500000 Penalty: 3318.995850
	Iteration 29Q: 3 clusters Score -2821052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2821055.750000 Penalty: 3318.995850
	Iteration 30Q: 3 clusters Score -2821056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2821052.500000 Penalty: 3318.995850
	Iteration 31Q: 3 clusters Score -2821052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2821061.000000 Penalty: 3318.995850
	Iteration 32Q: 3 clusters Score -2821061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2821069.500000 Penalty: 3318.995850
	Iteration 33Q: 3 clusters Score -2821070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2821064.750000 Penalty: 3318.995850
	Iteration 34Q: 3 clusters Score -2821065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2821065.500000 Penalty: 3318.995850
	Iteration 35Q: 3 clusters Score -2821066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -2821078.250000 Penalty: 3318.995850
	Iteration 36Q: 3 clusters Score -2821078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2821078.750000 Penalty: 3318.995850
	Iteration 37Q: 3 clusters Score -2821079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2821078.250000 Penalty: 3318.995850
	Iteration 38Q: 3 clusters Score -2821078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2821075.000000 Penalty: 3318.995850
	Iteration 39Q: 3 clusters Score -2821075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2821084.750000 Penalty: 3318.995850
	Iteration 40F: 3 clusters Score -2821085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2821094.750000 Penalty: 3318.995850
	Iteration 41Q: 3 clusters Score -2821095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2821099.000000 Penalty: 3318.995850
	Iteration 42Q: 3 clusters Score -2821099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2821108.750000 Penalty: 3318.995850
	Iteration 43Q: 3 clusters Score -2821109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -2821109.750000 Penalty: 3318.995850
	Iteration 44Q: 3 clusters Score -2821110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2821108.000000 Penalty: 3318.995850
	Iteration 45Q: 3 clusters Score -2821108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2821113.250000 Penalty: 3318.995850
	Iteration 46Q: 3 clusters Score -2821113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2821109.250000 Penalty: 3318.995850
	Iteration 47Q: 3 clusters Score -2821109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2821113.500000 Penalty: 3318.995850
	Iteration 48Q: 3 clusters Score -2821114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2821121.750000 Penalty: 3318.995850
	Iteration 49Q: 3 clusters Score -2821122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2821120.250000 Penalty: 3318.995850
	Iteration 50Q: 3 clusters Score -2821120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2821128.250000 Penalty: 3318.995850
	Iteration 51Q: 3 clusters Score -2821128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2821126.250000 Penalty: 3318.995850
	Iteration 52Q: 3 clusters Score -2821126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2821126.250000 Penalty: 3318.995850
	Iteration 53F: 3 clusters Score -2821126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -143152.375000 Penalty: 1187.311401
	Iteration 0F: 2 clusters Score -143152.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -141355.609375 Penalty: 2374.622803
	Iteration 0F: 3 clusters Score -141355.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -141722.468750 Penalty: 2374.622803
	Iteration 1F: 3 clusters Score -141722.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -141795.781250 Penalty: 2374.622803
	Iteration 2F: 3 clusters Score -141795.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -141845.671875 Penalty: 2374.622803
	Iteration 3Q: 3 clusters Score -141845.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141880.265625 Penalty: 2374.622803
	Iteration 4Q: 3 clusters Score -141880.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141910.031250 Penalty: 2374.622803
	Iteration 5Q: 3 clusters Score -141910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141939.906250 Penalty: 2374.622803
	Iteration 6Q: 3 clusters Score -141939.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141971.500000 Penalty: 2374.622803
	Iteration 7Q: 3 clusters Score -141971.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -141993.484375 Penalty: 2374.622803
	Iteration 8Q: 3 clusters Score -141993.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142014.093750 Penalty: 2374.622803
	Iteration 9Q: 3 clusters Score -142014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142033.687500 Penalty: 2374.622803
	Iteration 10Q: 3 clusters Score -142033.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -142060.796875 Penalty: 2374.622803
	Iteration 11Q: 3 clusters Score -142060.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142090.828125 Penalty: 2374.622803
	Iteration 12Q: 3 clusters Score -142090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142108.937500 Penalty: 2374.622803
	Iteration 13Q: 3 clusters Score -142108.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142120.984375 Penalty: 2374.622803
	Iteration 14Q: 3 clusters Score -142121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142130.937500 Penalty: 2374.622803
	Iteration 15Q: 3 clusters Score -142130.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142139.125000 Penalty: 2374.622803
	Iteration 16Q: 3 clusters Score -142139.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -142147.453125 Penalty: 2374.622803
	Iteration 17Q: 3 clusters Score -142147.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142156.921875 Penalty: 2374.622803
	Iteration 18Q: 3 clusters Score -142156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -142162.406250 Penalty: 2374.622803
	Iteration 19Q: 3 clusters Score -142162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -142165.468750 Penalty: 2374.622803
	Iteration 20F: 3 clusters Score -142165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -142170.953125 Penalty: 2374.622803
	Iteration 21Q: 3 clusters Score -142171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142174.875000 Penalty: 2374.622803
	Iteration 22Q: 3 clusters Score -142174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -142180.562500 Penalty: 2374.622803
	Iteration 23Q: 3 clusters Score -142180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142185.656250 Penalty: 2374.622803
	Iteration 24Q: 3 clusters Score -142185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -142190.171875 Penalty: 2374.622803
	Iteration 25Q: 3 clusters Score -142190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142191.921875 Penalty: 2374.622803
	Iteration 26Q: 3 clusters Score -142191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -142195.484375 Penalty: 2374.622803
	Iteration 27Q: 3 clusters Score -142195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142196.296875 Penalty: 2374.622803
	Iteration 28Q: 3 clusters Score -142196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142197.265625 Penalty: 2374.622803
	Iteration 29Q: 3 clusters Score -142197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142197.687500 Penalty: 2374.622803
	Iteration 30Q: 3 clusters Score -142197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142199.109375 Penalty: 2374.622803
	Iteration 31Q: 3 clusters Score -142199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142199.781250 Penalty: 2374.622803
	Iteration 32Q: 3 clusters Score -142199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142201.328125 Penalty: 2374.622803
	Iteration 33Q: 3 clusters Score -142201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142201.781250 Penalty: 2374.622803
	Iteration 34Q: 3 clusters Score -142201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142201.781250 Penalty: 2374.622803
	Iteration 35F: 3 clusters Score -142201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -27716.634766 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -27716.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26879.488281 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -26879.49 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27174.123047 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -27174.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27337.449219 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -27337.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27426.037109 Penalty: 1956.042847
	Iteration 3F: 3 clusters Score -27426.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27567.890625 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -27567.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27644.931641 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -27644.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27730.005859 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -27730.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27797.361328 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -27797.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27887.064453 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -27887.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27928.937500 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -27928.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27987.132812 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -27987.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28021.212891 Penalty: 1956.042847
	Iteration 11Q: 3 clusters Score -28021.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28044.222656 Penalty: 1956.042847
	Iteration 12Q: 3 clusters Score -28044.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28053.814453 Penalty: 1956.042847
	Iteration 13Q: 3 clusters Score -28053.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28065.013672 Penalty: 1956.042847
	Iteration 14F: 3 clusters Score -28065.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28252.583984 Penalty: 1956.042847
	Iteration 15Q: 3 clusters Score -28252.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28331.287109 Penalty: 1956.042847
	Iteration 16Q: 3 clusters Score -28331.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28396.429688 Penalty: 1956.042847
	Iteration 17Q: 3 clusters Score -28396.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28501.246094 Penalty: 1956.042847
	Iteration 18Q: 3 clusters Score -28501.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28522.363281 Penalty: 1956.042847
	Iteration 19Q: 3 clusters Score -28522.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28541.005859 Penalty: 1956.042847
	Iteration 20F: 3 clusters Score -28541.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28571.220703 Penalty: 1956.042847
	Iteration 21Q: 3 clusters Score -28571.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28615.193359 Penalty: 1956.042847
	Iteration 22Q: 3 clusters Score -28615.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28628.884766 Penalty: 1956.042847
	Iteration 23Q: 3 clusters Score -28628.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28633.435547 Penalty: 1956.042847
	Iteration 24Q: 3 clusters Score -28633.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28633.435547 Penalty: 1956.042847
	Iteration 25F: 3 clusters Score -28633.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119496 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176801 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88002 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18447 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49423 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20409 members 
Mstep: Class 22 contains 9865 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6654 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 6764 members 
Mstep: Class 27 contains 27236 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 179966 members 
Mstep: Class 31 contains 66225 members 
Mstep: Class 32 contains 3637 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 104424 members 
Mstep: Class 37 contains 228 members 
Entering Unmasked Estep 
Score: -101018064.000000 Penalty: 82904.648438
Splitting cluster 29 changes total score from -101016352.000000 to -101018064.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 30 (179966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179966 members 
Entering Unmasked Estep 
Score: -19481268.000000 Penalty: 1966.334961
	Iteration 0F: 2 clusters Score -1.948127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -19382768.000000 Penalty: 3932.669922
	Iteration 0F: 3 clusters Score -1.938277e+07 nChanged 87023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -19434706.000000 Penalty: 3932.669922
	Iteration 1F: 3 clusters Score -1.943471e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -19436780.000000 Penalty: 3932.669922
	Iteration 2Q: 3 clusters Score -1.943678e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -19439916.000000 Penalty: 3932.669922
	Iteration 3Q: 3 clusters Score -1.943992e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -19444614.000000 Penalty: 3932.669922
	Iteration 4F: 3 clusters Score -1.944461e+07 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -19450988.000000 Penalty: 3932.669922
	Iteration 5F: 3 clusters Score -1.945099e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108349 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -19457972.000000 Penalty: 3932.669922
	Iteration 6F: 3 clusters Score -1.945797e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -19464734.000000 Penalty: 3932.669922
	Iteration 7F: 3 clusters Score -1.946473e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -19471236.000000 Penalty: 3932.669922
	Iteration 8F: 3 clusters Score -1.947124e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123404 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -19476938.000000 Penalty: 3932.669922
	Iteration 9Q: 3 clusters Score -1.947694e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -19480838.000000 Penalty: 3932.669922
	Iteration 10Q: 3 clusters Score -1.948084e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -19482620.000000 Penalty: 3932.669922
	Iteration 11Q: 3 clusters Score -1.948262e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132046 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -19483632.000000 Penalty: 3932.669922
	Iteration 12Q: 3 clusters Score -1.948363e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -19484256.000000 Penalty: 3932.669922
	Iteration 13Q: 3 clusters Score -1.948426e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -19484686.000000 Penalty: 3932.669922
	Iteration 14Q: 3 clusters Score -1.948469e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139429 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -19485022.000000 Penalty: 3932.669922
	Iteration 15Q: 3 clusters Score -1.948502e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -19485356.000000 Penalty: 3932.669922
	Iteration 16Q: 3 clusters Score -1.948536e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144273 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -19485712.000000 Penalty: 3932.669922
	Iteration 17Q: 3 clusters Score -1.948571e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -19485968.000000 Penalty: 3932.669922
	Iteration 18Q: 3 clusters Score -1.948597e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148916 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -19485996.000000 Penalty: 3932.669922
	Iteration 19Q: 3 clusters Score -1.9486e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151144 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -19486242.000000 Penalty: 3932.669922
	Iteration 20F: 3 clusters Score -1.948624e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -19486434.000000 Penalty: 3932.669922
	Iteration 21Q: 3 clusters Score -1.948643e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -19486572.000000 Penalty: 3932.669922
	Iteration 22Q: 3 clusters Score -1.948657e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157277 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -19486548.000000 Penalty: 3932.669922
	Iteration 23Q: 3 clusters Score -1.948655e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159072 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -19486486.000000 Penalty: 3932.669922
	Iteration 24Q: 3 clusters Score -1.948649e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -19486540.000000 Penalty: 3932.669922
	Iteration 25Q: 3 clusters Score -1.948654e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162248 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -19486700.000000 Penalty: 3932.669922
	Iteration 26Q: 3 clusters Score -1.94867e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -19486724.000000 Penalty: 3932.669922
	Iteration 27Q: 3 clusters Score -1.948672e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -19486788.000000 Penalty: 3932.669922
	Iteration 28Q: 3 clusters Score -1.948679e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166393 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -19486872.000000 Penalty: 3932.669922
	Iteration 29Q: 3 clusters Score -1.948687e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -19486842.000000 Penalty: 3932.669922
	Iteration 30Q: 3 clusters Score -1.948684e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -19486716.000000 Penalty: 3932.669922
	Iteration 31Q: 3 clusters Score -1.948672e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -19486424.000000 Penalty: 3932.669922
	Iteration 32Q: 3 clusters Score -1.948642e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -19486038.000000 Penalty: 3932.669922
	Iteration 33Q: 3 clusters Score -1.948604e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -19485692.000000 Penalty: 3932.669922
	Iteration 34Q: 3 clusters Score -1.948569e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -19485448.000000 Penalty: 3932.669922
	Iteration 35Q: 3 clusters Score -1.948545e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172771 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -19485284.000000 Penalty: 3932.669922
	Iteration 36Q: 3 clusters Score -1.948528e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -19485094.000000 Penalty: 3932.669922
	Iteration 37Q: 3 clusters Score -1.948509e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -19484948.000000 Penalty: 3932.669922
	Iteration 38Q: 3 clusters Score -1.948495e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -19484704.000000 Penalty: 3932.669922
	Iteration 39Q: 3 clusters Score -1.94847e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -19484350.000000 Penalty: 3932.669922
	Iteration 40F: 3 clusters Score -1.948435e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -19484142.000000 Penalty: 3932.669922
	Iteration 41Q: 3 clusters Score -1.948414e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175330 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -19483936.000000 Penalty: 3932.669922
	Iteration 42Q: 3 clusters Score -1.948394e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175599 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -19483732.000000 Penalty: 3932.669922
	Iteration 43Q: 3 clusters Score -1.948373e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175850 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -19483480.000000 Penalty: 3932.669922
	Iteration 44Q: 3 clusters Score -1.948348e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176076 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -19483308.000000 Penalty: 3932.669922
	Iteration 45Q: 3 clusters Score -1.948331e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176267 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -19483080.000000 Penalty: 3932.669922
	Iteration 46Q: 3 clusters Score -1.948308e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -19482962.000000 Penalty: 3932.669922
	Iteration 47Q: 3 clusters Score -1.948296e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -19482754.000000 Penalty: 3932.669922
	Iteration 48Q: 3 clusters Score -1.948275e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176776 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -19482600.000000 Penalty: 3932.669922
	Iteration 49Q: 3 clusters Score -1.94826e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -19482540.000000 Penalty: 3932.669922
	Iteration 50Q: 3 clusters Score -1.948254e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -19482338.000000 Penalty: 3932.669922
	Iteration 51Q: 3 clusters Score -1.948234e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177161 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -19482206.000000 Penalty: 3932.669922
	Iteration 52Q: 3 clusters Score -1.948221e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177277 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -19482086.000000 Penalty: 3932.669922
	Iteration 53Q: 3 clusters Score -1.948209e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -19482026.000000 Penalty: 3932.669922
	Iteration 54Q: 3 clusters Score -1.948203e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177453 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -19481960.000000 Penalty: 3932.669922
	Iteration 55Q: 3 clusters Score -1.948196e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177538 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -19481906.000000 Penalty: 3932.669922
	Iteration 56Q: 3 clusters Score -1.948191e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177627 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -19481856.000000 Penalty: 3932.669922
	Iteration 57Q: 3 clusters Score -1.948186e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177729 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -19481668.000000 Penalty: 3932.669922
	Iteration 58Q: 3 clusters Score -1.948167e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19481636.000000 Penalty: 3932.669922
	Iteration 59Q: 3 clusters Score -1.948164e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177873 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19481572.000000 Penalty: 3932.669922
	Iteration 60F: 3 clusters Score -1.948157e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177949 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19481532.000000 Penalty: 3932.669922
	Iteration 61Q: 3 clusters Score -1.948153e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178017 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -19481456.000000 Penalty: 3932.669922
	Iteration 62Q: 3 clusters Score -1.948146e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19481356.000000 Penalty: 3932.669922
	Iteration 63Q: 3 clusters Score -1.948136e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178154 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -19481316.000000 Penalty: 3932.669922
	Iteration 64Q: 3 clusters Score -1.948132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178212 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19481260.000000 Penalty: 3932.669922
	Iteration 65Q: 3 clusters Score -1.948126e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19481216.000000 Penalty: 3932.669922
	Iteration 66Q: 3 clusters Score -1.948122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19481186.000000 Penalty: 3932.669922
	Iteration 67Q: 3 clusters Score -1.948119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19481146.000000 Penalty: 3932.669922
	Iteration 68Q: 3 clusters Score -1.948115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19481110.000000 Penalty: 3932.669922
	Iteration 69Q: 3 clusters Score -1.948111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178408 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19481064.000000 Penalty: 3932.669922
	Iteration 70Q: 3 clusters Score -1.948106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178436 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19481016.000000 Penalty: 3932.669922
	Iteration 71Q: 3 clusters Score -1.948102e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178467 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19481000.000000 Penalty: 3932.669922
	Iteration 72Q: 3 clusters Score -1.9481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178504 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19480944.000000 Penalty: 3932.669922
	Iteration 73Q: 3 clusters Score -1.948094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178534 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -19480944.000000 Penalty: 3932.669922
	Iteration 74Q: 3 clusters Score -1.948094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19480884.000000 Penalty: 3932.669922
	Iteration 75Q: 3 clusters Score -1.948088e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178614 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -19480858.000000 Penalty: 3932.669922
	Iteration 76Q: 3 clusters Score -1.948086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -19480822.000000 Penalty: 3932.669922
	Iteration 77Q: 3 clusters Score -1.948082e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178678 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19480796.000000 Penalty: 3932.669922
	Iteration 78Q: 3 clusters Score -1.94808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19480738.000000 Penalty: 3932.669922
	Iteration 79Q: 3 clusters Score -1.948074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19480724.000000 Penalty: 3932.669922
	Iteration 80F: 3 clusters Score -1.948072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178780 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19480684.000000 Penalty: 3932.669922
	Iteration 81Q: 3 clusters Score -1.948068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19480648.000000 Penalty: 3932.669922
	Iteration 82Q: 3 clusters Score -1.948065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19480604.000000 Penalty: 3932.669922
	Iteration 83Q: 3 clusters Score -1.94806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178879 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19480572.000000 Penalty: 3932.669922
	Iteration 84Q: 3 clusters Score -1.948057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19480580.000000 Penalty: 3932.669922
	Iteration 85Q: 3 clusters Score -1.948058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178926 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -19480550.000000 Penalty: 3932.669922
	Iteration 86Q: 3 clusters Score -1.948055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178955 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19480516.000000 Penalty: 3932.669922
	Iteration 87Q: 3 clusters Score -1.948052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19480508.000000 Penalty: 3932.669922
	Iteration 88Q: 3 clusters Score -1.948051e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179001 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19480498.000000 Penalty: 3932.669922
	Iteration 89Q: 3 clusters Score -1.94805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19480490.000000 Penalty: 3932.669922
	Iteration 90Q: 3 clusters Score -1.948049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179046 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19480496.000000 Penalty: 3932.669922
	Iteration 91Q: 3 clusters Score -1.94805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179062 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19480458.000000 Penalty: 3932.669922
	Iteration 92Q: 3 clusters Score -1.948046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179075 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19480460.000000 Penalty: 3932.669922
	Iteration 93Q: 3 clusters Score -1.948046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19480454.000000 Penalty: 3932.669922
	Iteration 94Q: 3 clusters Score -1.948045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19480454.000000 Penalty: 3932.669922
	Iteration 95Q: 3 clusters Score -1.948045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179095 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19480468.000000 Penalty: 3932.669922
	Iteration 96Q: 3 clusters Score -1.948047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179100 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19480456.000000 Penalty: 3932.669922
	Iteration 97Q: 3 clusters Score -1.948046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179106 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19480466.000000 Penalty: 3932.669922
	Iteration 98Q: 3 clusters Score -1.948047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -19480462.000000 Penalty: 3932.669922
	Iteration 99Q: 3 clusters Score -1.948046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179112 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19480454.000000 Penalty: 3932.669922
	Iteration 100F: 3 clusters Score -1.948045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19480456.000000 Penalty: 3932.669922
	Iteration 101Q: 3 clusters Score -1.948046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179120 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -19480454.000000 Penalty: 3932.669922
	Iteration 102Q: 3 clusters Score -1.948045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179127 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19480436.000000 Penalty: 3932.669922
	Iteration 103Q: 3 clusters Score -1.948044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179139 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19480440.000000 Penalty: 3932.669922
	Iteration 104Q: 3 clusters Score -1.948044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179147 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19480434.000000 Penalty: 3932.669922
	Iteration 105Q: 3 clusters Score -1.948043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179154 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19480422.000000 Penalty: 3932.669922
	Iteration 106Q: 3 clusters Score -1.948042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179160 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19480414.000000 Penalty: 3932.669922
	Iteration 107Q: 3 clusters Score -1.948041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179170 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -19480426.000000 Penalty: 3932.669922
	Iteration 108Q: 3 clusters Score -1.948043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179176 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19480420.000000 Penalty: 3932.669922
	Iteration 109Q: 3 clusters Score -1.948042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179189 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19480416.000000 Penalty: 3932.669922
	Iteration 110Q: 3 clusters Score -1.948042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179201 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19480410.000000 Penalty: 3932.669922
	Iteration 111Q: 3 clusters Score -1.948041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -19480408.000000 Penalty: 3932.669922
	Iteration 112Q: 3 clusters Score -1.948041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179220 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -19480384.000000 Penalty: 3932.669922
	Iteration 113Q: 3 clusters Score -1.948038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179225 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -19480398.000000 Penalty: 3932.669922
	Iteration 114Q: 3 clusters Score -1.94804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179232 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19480414.000000 Penalty: 3932.669922
	Iteration 115Q: 3 clusters Score -1.948041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179239 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19480388.000000 Penalty: 3932.669922
	Iteration 116Q: 3 clusters Score -1.948039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19480392.000000 Penalty: 3932.669922
	Iteration 117Q: 3 clusters Score -1.948039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179256 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19480384.000000 Penalty: 3932.669922
	Iteration 118Q: 3 clusters Score -1.948038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19480376.000000 Penalty: 3932.669922
	Iteration 119Q: 3 clusters Score -1.948038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179264 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -19480364.000000 Penalty: 3932.669922
	Iteration 120F: 3 clusters Score -1.948036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179272 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19480376.000000 Penalty: 3932.669922
	Iteration 121Q: 3 clusters Score -1.948038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179277 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -19480352.000000 Penalty: 3932.669922
	Iteration 122Q: 3 clusters Score -1.948035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -19480362.000000 Penalty: 3932.669922
	Iteration 123Q: 3 clusters Score -1.948036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179285 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -19480348.000000 Penalty: 3932.669922
	Iteration 124Q: 3 clusters Score -1.948035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19480330.000000 Penalty: 3932.669922
	Iteration 125Q: 3 clusters Score -1.948033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179297 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -19480336.000000 Penalty: 3932.669922
	Iteration 126Q: 3 clusters Score -1.948034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19480318.000000 Penalty: 3932.669922
	Iteration 127Q: 3 clusters Score -1.948032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179304 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19480306.000000 Penalty: 3932.669922
	Iteration 128Q: 3 clusters Score -1.948031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179304 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19480326.000000 Penalty: 3932.669922
	Iteration 129Q: 3 clusters Score -1.948033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179307 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19480316.000000 Penalty: 3932.669922
	Iteration 130Q: 3 clusters Score -1.948032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19480314.000000 Penalty: 3932.669922
	Iteration 131Q: 3 clusters Score -1.948031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19480314.000000 Penalty: 3932.669922
	Iteration 132F: 3 clusters Score -1.948031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (66225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Entering Unmasked Estep 
Score: -6836490.000000 Penalty: 1803.882080
	Iteration 0F: 2 clusters Score -6836490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -6792324.000000 Penalty: 3607.764160
	Iteration 0F: 3 clusters Score -6792324 nChanged 31320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -6810281.000000 Penalty: 3607.764160
	Iteration 1F: 3 clusters Score -6810281 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6811370.500000 Penalty: 3607.764160
	Iteration 2Q: 3 clusters Score -6811370 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -6813183.500000 Penalty: 3607.764160
	Iteration 3Q: 3 clusters Score -6813184 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -6816411.000000 Penalty: 3607.764160
	Iteration 4F: 3 clusters Score -6816411 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -6821140.000000 Penalty: 3607.764160
	Iteration 5F: 3 clusters Score -6821140 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -6826113.000000 Penalty: 3607.764160
	Iteration 6F: 3 clusters Score -6826113 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -6829860.000000 Penalty: 3607.764160
	Iteration 7F: 3 clusters Score -6829860 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6832117.500000 Penalty: 3607.764160
	Iteration 8F: 3 clusters Score -6832118 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -6833567.000000 Penalty: 3607.764160
	Iteration 9Q: 3 clusters Score -6833567 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -6834691.500000 Penalty: 3607.764160
	Iteration 10Q: 3 clusters Score -6834692 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -6835515.000000 Penalty: 3607.764160
	Iteration 11Q: 3 clusters Score -6835515 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -6836198.000000 Penalty: 3607.764160
	Iteration 12Q: 3 clusters Score -6836198 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6836727.000000 Penalty: 3607.764160
	Iteration 13Q: 3 clusters Score -6836727 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -6837143.000000 Penalty: 3607.764160
	Iteration 14Q: 3 clusters Score -6837143 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -6837418.000000 Penalty: 3607.764160
	Iteration 15Q: 3 clusters Score -6837418 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -6837585.500000 Penalty: 3607.764160
	Iteration 16Q: 3 clusters Score -6837586 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -6837762.500000 Penalty: 3607.764160
	Iteration 17Q: 3 clusters Score -6837762 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -6837929.500000 Penalty: 3607.764160
	Iteration 18Q: 3 clusters Score -6837930 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -6837997.500000 Penalty: 3607.764160
	Iteration 19Q: 3 clusters Score -6837998 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -6838125.000000 Penalty: 3607.764160
	Iteration 20F: 3 clusters Score -6838125 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -6838238.000000 Penalty: 3607.764160
	Iteration 21Q: 3 clusters Score -6838238 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -6838353.500000 Penalty: 3607.764160
	Iteration 22Q: 3 clusters Score -6838354 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -6838480.000000 Penalty: 3607.764160
	Iteration 23Q: 3 clusters Score -6838480 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -6838580.500000 Penalty: 3607.764160
	Iteration 24Q: 3 clusters Score -6838580 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -6838672.500000 Penalty: 3607.764160
	Iteration 25Q: 3 clusters Score -6838672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -6838780.000000 Penalty: 3607.764160
	Iteration 26Q: 3 clusters Score -6838780 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -6838844.000000 Penalty: 3607.764160
	Iteration 27Q: 3 clusters Score -6838844 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -6838965.000000 Penalty: 3607.764160
	Iteration 28Q: 3 clusters Score -6838965 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -6839053.000000 Penalty: 3607.764160
	Iteration 29Q: 3 clusters Score -6839053 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -6839132.500000 Penalty: 3607.764160
	Iteration 30Q: 3 clusters Score -6839132 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -6839176.000000 Penalty: 3607.764160
	Iteration 31Q: 3 clusters Score -6839176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -6839205.000000 Penalty: 3607.764160
	Iteration 32Q: 3 clusters Score -6839205 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -6839214.500000 Penalty: 3607.764160
	Iteration 33Q: 3 clusters Score -6839214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -6839244.000000 Penalty: 3607.764160
	Iteration 34Q: 3 clusters Score -6839244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -6839241.000000 Penalty: 3607.764160
	Iteration 35Q: 3 clusters Score -6839241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -6839236.500000 Penalty: 3607.764160
	Iteration 36Q: 3 clusters Score -6839236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -6839232.500000 Penalty: 3607.764160
	Iteration 37Q: 3 clusters Score -6839232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -6839236.500000 Penalty: 3607.764160
	Iteration 38Q: 3 clusters Score -6839236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -6839238.500000 Penalty: 3607.764160
	Iteration 39Q: 3 clusters Score -6839238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -6839243.000000 Penalty: 3607.764160
	Iteration 40F: 3 clusters Score -6839243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -6839236.500000 Penalty: 3607.764160
	Iteration 41Q: 3 clusters Score -6839236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -6839247.500000 Penalty: 3607.764160
	Iteration 42Q: 3 clusters Score -6839248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -6839247.000000 Penalty: 3607.764160
	Iteration 43Q: 3 clusters Score -6839247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -6839248.000000 Penalty: 3607.764160
	Iteration 44Q: 3 clusters Score -6839248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -6839248.000000 Penalty: 3607.764160
	Iteration 45Q: 3 clusters Score -6839248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -6839241.000000 Penalty: 3607.764160
	Iteration 46Q: 3 clusters Score -6839241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -6839245.000000 Penalty: 3607.764160
	Iteration 47Q: 3 clusters Score -6839245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -6839248.500000 Penalty: 3607.764160
	Iteration 48Q: 3 clusters Score -6839248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -6839248.500000 Penalty: 3607.764160
	Iteration 49F: 3 clusters Score -6839248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119496 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176801 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88002 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18447 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49423 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20409 members 
Mstep: Class 22 contains 9865 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6654 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 6764 members 
Mstep: Class 27 contains 27236 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 179966 members 
Mstep: Class 31 contains 7789 members 
Mstep: Class 32 contains 3637 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 104424 members 
Mstep: Class 37 contains 228 members 
Mstep: Class 38 contains 58436 members 
Entering Unmasked Estep 
Score: -101019792.000000 Penalty: 85145.320312
Splitting cluster 31 changes total score from -101016352.000000 to -101019792.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 32 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -354732.187500 Penalty: 1332.323608
	Iteration 0F: 2 clusters Score -354732.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -351679.250000 Penalty: 2664.647217
	Iteration 0F: 3 clusters Score -351679.2 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -352741.125000 Penalty: 2664.647217
	Iteration 1F: 3 clusters Score -352741.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -353112.562500 Penalty: 2664.647217
	Iteration 2F: 3 clusters Score -353112.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -353382.562500 Penalty: 2664.647217
	Iteration 3F: 3 clusters Score -353382.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -353615.250000 Penalty: 2664.647217
	Iteration 4F: 3 clusters Score -353615.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -353762.250000 Penalty: 2664.647217
	Iteration 5Q: 3 clusters Score -353762.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -353868.656250 Penalty: 2664.647217
	Iteration 6Q: 3 clusters Score -353868.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -353941.906250 Penalty: 2664.647217
	Iteration 7Q: 3 clusters Score -353941.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -354001.968750 Penalty: 2664.647217
	Iteration 8Q: 3 clusters Score -354002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -354058.218750 Penalty: 2664.647217
	Iteration 9Q: 3 clusters Score -354058.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -354126.531250 Penalty: 2664.647217
	Iteration 10Q: 3 clusters Score -354126.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -354182.000000 Penalty: 2664.647217
	Iteration 11Q: 3 clusters Score -354182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -354224.593750 Penalty: 2664.647217
	Iteration 12Q: 3 clusters Score -354224.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -354260.187500 Penalty: 2664.647217
	Iteration 13Q: 3 clusters Score -354260.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -354293.750000 Penalty: 2664.647217
	Iteration 14Q: 3 clusters Score -354293.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -354351.656250 Penalty: 2664.647217
	Iteration 15Q: 3 clusters Score -354351.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -354413.812500 Penalty: 2664.647217
	Iteration 16Q: 3 clusters Score -354413.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -354509.812500 Penalty: 2664.647217
	Iteration 17Q: 3 clusters Score -354509.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -354574.625000 Penalty: 2664.647217
	Iteration 18Q: 3 clusters Score -354574.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -354608.312500 Penalty: 2664.647217
	Iteration 19Q: 3 clusters Score -354608.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -354637.468750 Penalty: 2664.647217
	Iteration 20F: 3 clusters Score -354637.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -354655.843750 Penalty: 2664.647217
	Iteration 21Q: 3 clusters Score -354655.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -354665.156250 Penalty: 2664.647217
	Iteration 22Q: 3 clusters Score -354665.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -354682.125000 Penalty: 2664.647217
	Iteration 23Q: 3 clusters Score -354682.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -354695.125000 Penalty: 2664.647217
	Iteration 24Q: 3 clusters Score -354695.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -354699.656250 Penalty: 2664.647217
	Iteration 25Q: 3 clusters Score -354699.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -354701.062500 Penalty: 2664.647217
	Iteration 26Q: 3 clusters Score -354701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -354704.562500 Penalty: 2664.647217
	Iteration 27Q: 3 clusters Score -354704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -354706.062500 Penalty: 2664.647217
	Iteration 28Q: 3 clusters Score -354706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -354707.781250 Penalty: 2664.647217
	Iteration 29Q: 3 clusters Score -354707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -354707.937500 Penalty: 2664.647217
	Iteration 30Q: 3 clusters Score -354707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -354708.375000 Penalty: 2664.647217
	Iteration 31Q: 3 clusters Score -354708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -354708.375000 Penalty: 2664.647217
	Iteration 32F: 3 clusters Score -354708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -65452.632812 Penalty: 1078.127930
	Iteration 0F: 2 clusters Score -65452.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64192.628906 Penalty: 2156.255859
	Iteration 0F: 3 clusters Score -64192.63 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64442.125000 Penalty: 2156.255859
	Iteration 1F: 3 clusters Score -64442.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64492.328125 Penalty: 2156.255859
	Iteration 2F: 3 clusters Score -64492.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64532.546875 Penalty: 2156.255859
	Iteration 3Q: 3 clusters Score -64532.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64558.378906 Penalty: 2156.255859
	Iteration 4Q: 3 clusters Score -64558.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64583.406250 Penalty: 2156.255859
	Iteration 5Q: 3 clusters Score -64583.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64607.851562 Penalty: 2156.255859
	Iteration 6Q: 3 clusters Score -64607.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64643.070312 Penalty: 2156.255859
	Iteration 7Q: 3 clusters Score -64643.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -64658.890625 Penalty: 2156.255859
	Iteration 8Q: 3 clusters Score -64658.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64667.066406 Penalty: 2156.255859
	Iteration 9Q: 3 clusters Score -64667.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64675.191406 Penalty: 2156.255859
	Iteration 10Q: 3 clusters Score -64675.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64678.906250 Penalty: 2156.255859
	Iteration 11Q: 3 clusters Score -64678.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -64682.613281 Penalty: 2156.255859
	Iteration 12Q: 3 clusters Score -64682.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64692.277344 Penalty: 2156.255859
	Iteration 13Q: 3 clusters Score -64692.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -64696.679688 Penalty: 2156.255859
	Iteration 14Q: 3 clusters Score -64696.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -64700.605469 Penalty: 2156.255859
	Iteration 15Q: 3 clusters Score -64700.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64706.230469 Penalty: 2156.255859
	Iteration 16Q: 3 clusters Score -64706.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64715.925781 Penalty: 2156.255859
	Iteration 17Q: 3 clusters Score -64715.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -64722.718750 Penalty: 2156.255859
	Iteration 18Q: 3 clusters Score -64722.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -64726.554688 Penalty: 2156.255859
	Iteration 19Q: 3 clusters Score -64726.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -64727.632812 Penalty: 2156.255859
	Iteration 20F: 3 clusters Score -64727.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -143714.671875 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -143714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -142050.593750 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -142050.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142363.093750 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -142363.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142434.531250 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -142434.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -142471.203125 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -142471.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142496.562500 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -142496.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142515.562500 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -142515.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142532.265625 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -142532.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -142541.343750 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -142541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142548.468750 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -142548.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142553.750000 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -142553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142555.843750 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -142555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142557.625000 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -142557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142559.250000 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -142559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142560.531250 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -142560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142561.140625 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -142561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142561.140625 Penalty: 2352.277832
	Iteration 15F: 3 clusters Score -142561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -182322.265625 Penalty: 1212.236084
	Iteration 0F: 2 clusters Score -182322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180387.921875 Penalty: 2424.472168
	Iteration 0F: 3 clusters Score -180387.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -180828.953125 Penalty: 2424.472168
	Iteration 1F: 3 clusters Score -180829 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180969.781250 Penalty: 2424.472168
	Iteration 2F: 3 clusters Score -180969.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -181082.312500 Penalty: 2424.472168
	Iteration 3F: 3 clusters Score -181082.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -181163.687500 Penalty: 2424.472168
	Iteration 4Q: 3 clusters Score -181163.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181217.062500 Penalty: 2424.472168
	Iteration 5Q: 3 clusters Score -181217.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -181273.234375 Penalty: 2424.472168
	Iteration 6Q: 3 clusters Score -181273.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -181321.453125 Penalty: 2424.472168
	Iteration 7Q: 3 clusters Score -181321.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181358.421875 Penalty: 2424.472168
	Iteration 8Q: 3 clusters Score -181358.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181400.718750 Penalty: 2424.472168
	Iteration 9Q: 3 clusters Score -181400.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -181426.750000 Penalty: 2424.472168
	Iteration 10Q: 3 clusters Score -181426.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -181446.875000 Penalty: 2424.472168
	Iteration 11Q: 3 clusters Score -181446.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -181471.656250 Penalty: 2424.472168
	Iteration 12Q: 3 clusters Score -181471.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181492.218750 Penalty: 2424.472168
	Iteration 13Q: 3 clusters Score -181492.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -181504.312500 Penalty: 2424.472168
	Iteration 14Q: 3 clusters Score -181504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -181511.109375 Penalty: 2424.472168
	Iteration 15Q: 3 clusters Score -181511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -181513.234375 Penalty: 2424.472168
	Iteration 16Q: 3 clusters Score -181513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -181515.390625 Penalty: 2424.472168
	Iteration 17Q: 3 clusters Score -181515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -181516.421875 Penalty: 2424.472168
	Iteration 18Q: 3 clusters Score -181516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181518.171875 Penalty: 2424.472168
	Iteration 19Q: 3 clusters Score -181518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181518.171875 Penalty: 2424.472168
	Iteration 20F: 3 clusters Score -181518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119496 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 176801 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 88002 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 18447 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 49423 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20409 members 
Mstep: Class 22 contains 9865 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 6654 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 6764 members 
Mstep: Class 27 contains 27236 members 
Mstep: Class 28 contains 1490 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 179966 members 
Mstep: Class 31 contains 7789 members 
Mstep: Class 32 contains 3637 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101021488.000000 Penalty: 85145.320312
Iteration 119Q: 39 clusters Score -1.010215e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119501 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 176657 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 88009 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 7404 members 
Mstep: Class 17 contains 18442 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49522 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 20588 members 
Mstep: Class 22 contains 10099 members 
Mstep: Class 23 contains 786 members 
Mstep: Class 24 contains 6656 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 7570 members 
Mstep: Class 27 contains 27243 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 178 members 
Mstep: Class 30 contains 179983 members 
Mstep: Class 31 contains 7919 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 103693 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 57765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023376.000000 Penalty: 85145.320312
Iteration 120F: 39 clusters Score -1.010234e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 119444 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 15146 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 176006 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5929 members 
Mstep: Class 14 contains 87988 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 7278 members 
Mstep: Class 17 contains 18429 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 49428 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 20515 members 
Mstep: Class 22 contains 10046 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 6656 members 
Mstep: Class 25 contains 2049 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 27238 members 
Mstep: Class 28 contains 1495 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 179991 members 
Mstep: Class 31 contains 7974 members 
Mstep: Class 32 contains 3617 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1738 members 
Mstep: Class 36 contains 103795 members 
Mstep: Class 37 contains 302 members 
Mstep: Class 38 contains 58187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024296.000000 Penalty: 85145.320312
Iteration 121Q: 39 clusters Score -1.010243e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 15374 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 119416 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 175448 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 87972 members 
Mstep: Class 15 contains 6824 members 
Mstep: Class 16 contains 7197 members 
Mstep: Class 17 contains 18421 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 49352 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 20492 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 695 members 
Mstep: Class 24 contains 6658 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 8844 members 
Mstep: Class 27 contains 27219 members 
Mstep: Class 28 contains 1492 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 179997 members 
Mstep: Class 31 contains 8021 members 
Mstep: Class 32 contains 3604 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 103857 members 
Mstep: Class 37 contains 326 members 
Mstep: Class 38 contains 58390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024800.000000 Penalty: 85145.320312
Iteration 122Q: 39 clusters Score -1.010248e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119395 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 174940 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 87947 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 7138 members 
Mstep: Class 17 contains 18414 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 49278 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 20509 members 
Mstep: Class 22 contains 10009 members 
Mstep: Class 23 contains 684 members 
Mstep: Class 24 contains 6660 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 9399 members 
Mstep: Class 27 contains 27196 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 191 members 
Mstep: Class 30 contains 180009 members 
Mstep: Class 31 contains 8075 members 
Mstep: Class 32 contains 3585 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1735 members 
Mstep: Class 36 contains 103872 members 
Mstep: Class 37 contains 332 members 
Mstep: Class 38 contains 58547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024880.000000 Penalty: 85145.320312
Iteration 123Q: 39 clusters Score -1.010249e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 15354 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119371 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15080 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 174522 members 
Mstep: Class 11 contains 5908 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 6808 members 
Mstep: Class 16 contains 7093 members 
Mstep: Class 17 contains 18411 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 49214 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 20515 members 
Mstep: Class 22 contains 10001 members 
Mstep: Class 23 contains 675 members 
Mstep: Class 24 contains 6662 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 9903 members 
Mstep: Class 27 contains 27173 members 
Mstep: Class 28 contains 1492 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 180019 members 
Mstep: Class 31 contains 8126 members 
Mstep: Class 32 contains 3572 members 
Mstep: Class 33 contains 757 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103869 members 
Mstep: Class 37 contains 341 members 
Mstep: Class 38 contains 58668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025176.000000 Penalty: 85145.320312
Iteration 124Q: 39 clusters Score -1.010252e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119366 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 174129 members 
Mstep: Class 11 contains 5903 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 87913 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 18409 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49180 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 20503 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 6663 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 10344 members 
Mstep: Class 27 contains 27151 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 196 members 
Mstep: Class 30 contains 180025 members 
Mstep: Class 31 contains 8163 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103895 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 58738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025416.000000 Penalty: 85145.320312
Iteration 125Q: 39 clusters Score -1.010254e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 15327 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119360 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15057 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 173813 members 
Mstep: Class 11 contains 5908 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6794 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 18405 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49150 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 20511 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 6662 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 10726 members 
Mstep: Class 27 contains 27126 members 
Mstep: Class 28 contains 1491 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180031 members 
Mstep: Class 31 contains 8188 members 
Mstep: Class 32 contains 3541 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 103917 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 58781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025488.000000 Penalty: 85145.320312
Iteration 126Q: 39 clusters Score -1.010255e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 15313 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119353 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 173535 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6792 members 
Mstep: Class 16 contains 6972 members 
Mstep: Class 17 contains 18404 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 49114 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 20520 members 
Mstep: Class 22 contains 10001 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 6661 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 11061 members 
Mstep: Class 27 contains 27102 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8211 members 
Mstep: Class 32 contains 3535 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 103939 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 58804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025544.000000 Penalty: 85145.320312
Iteration 127Q: 39 clusters Score -1.010255e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 15305 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 119359 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2332 members 
Mstep: Class 10 contains 173261 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 87899 members 
Mstep: Class 15 contains 6786 members 
Mstep: Class 16 contains 6952 members 
Mstep: Class 17 contains 18414 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 49096 members 
Mstep: Class 20 contains 4215 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 11378 members 
Mstep: Class 27 contains 27070 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180048 members 
Mstep: Class 31 contains 8232 members 
Mstep: Class 32 contains 3521 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103947 members 
Mstep: Class 37 contains 345 members 
Mstep: Class 38 contains 58816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025680.000000 Penalty: 85145.320312
Iteration 128Q: 39 clusters Score -1.010257e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15294 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119371 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 172988 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 87900 members 
Mstep: Class 15 contains 6781 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 18431 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 49083 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 10007 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 11649 members 
Mstep: Class 27 contains 27049 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180053 members 
Mstep: Class 31 contains 8250 members 
Mstep: Class 32 contains 3515 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 103956 members 
Mstep: Class 37 contains 346 members 
Mstep: Class 38 contains 58837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025760.000000 Penalty: 85145.320312
Iteration 129Q: 39 clusters Score -1.010258e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15288 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119380 members 
Mstep: Class 5 contains 2235 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 172758 members 
Mstep: Class 11 contains 5902 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 87898 members 
Mstep: Class 15 contains 6778 members 
Mstep: Class 16 contains 6912 members 
Mstep: Class 17 contains 18446 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 49058 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 20549 members 
Mstep: Class 22 contains 10017 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 11889 members 
Mstep: Class 27 contains 27035 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180048 members 
Mstep: Class 31 contains 8257 members 
Mstep: Class 32 contains 3507 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 103964 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025776.000000 Penalty: 85145.320312
Iteration 130Q: 39 clusters Score -1.010258e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15278 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119378 members 
Mstep: Class 5 contains 2234 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 172555 members 
Mstep: Class 11 contains 5896 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 87902 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 16 contains 6902 members 
Mstep: Class 17 contains 18467 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 49052 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 20562 members 
Mstep: Class 22 contains 10018 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 12097 members 
Mstep: Class 27 contains 27026 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180055 members 
Mstep: Class 31 contains 8261 members 
Mstep: Class 32 contains 3501 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103958 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025584.000000 Penalty: 85145.320312
Iteration 131Q: 39 clusters Score -1.010256e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 15270 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119382 members 
Mstep: Class 5 contains 2232 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 172356 members 
Mstep: Class 11 contains 5888 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 6897 members 
Mstep: Class 17 contains 18486 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 49047 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 20565 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6663 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 12289 members 
Mstep: Class 27 contains 27032 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180058 members 
Mstep: Class 31 contains 8264 members 
Mstep: Class 32 contains 3495 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103954 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025608.000000 Penalty: 85145.320312
Iteration 132Q: 39 clusters Score -1.010256e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119389 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15046 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 172197 members 
Mstep: Class 11 contains 5883 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 5928 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 6894 members 
Mstep: Class 17 contains 18499 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 49038 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 20571 members 
Mstep: Class 22 contains 10036 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6663 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 12448 members 
Mstep: Class 27 contains 27030 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180060 members 
Mstep: Class 31 contains 8268 members 
Mstep: Class 32 contains 3489 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103950 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025680.000000 Penalty: 85145.320312
Iteration 133Q: 39 clusters Score -1.010257e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119402 members 
Mstep: Class 5 contains 2232 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2325 members 
Mstep: Class 10 contains 172057 members 
Mstep: Class 11 contains 5882 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5928 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 6883 members 
Mstep: Class 17 contains 18510 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 49036 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 20572 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 12586 members 
Mstep: Class 27 contains 27030 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180059 members 
Mstep: Class 31 contains 8273 members 
Mstep: Class 32 contains 3485 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103953 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025656.000000 Penalty: 85145.320312
Iteration 134Q: 39 clusters Score -1.010257e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119412 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 171948 members 
Mstep: Class 11 contains 5876 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 18519 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 49029 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 20574 members 
Mstep: Class 22 contains 10039 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 12695 members 
Mstep: Class 27 contains 27026 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180057 members 
Mstep: Class 31 contains 8278 members 
Mstep: Class 32 contains 3480 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103948 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025688.000000 Penalty: 85145.320312
Iteration 135Q: 39 clusters Score -1.010257e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119420 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 171822 members 
Mstep: Class 11 contains 5872 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 6880 members 
Mstep: Class 17 contains 18529 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 49024 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 20576 members 
Mstep: Class 22 contains 10041 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 12806 members 
Mstep: Class 27 contains 27022 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180056 members 
Mstep: Class 31 contains 8281 members 
Mstep: Class 32 contains 3476 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103950 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025824.000000 Penalty: 85145.320312
Iteration 136Q: 39 clusters Score -1.010258e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15243 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 119435 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15033 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 171723 members 
Mstep: Class 11 contains 5861 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87910 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 6877 members 
Mstep: Class 17 contains 18544 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 49017 members 
Mstep: Class 20 contains 4194 members 
Mstep: Class 21 contains 20581 members 
Mstep: Class 22 contains 10040 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 12893 members 
Mstep: Class 27 contains 27011 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180052 members 
Mstep: Class 31 contains 8282 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103961 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025800.000000 Penalty: 85145.320312
Iteration 137Q: 39 clusters Score -1.010258e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15239 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119442 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15032 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 171629 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87911 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 18559 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49015 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 20581 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 12981 members 
Mstep: Class 27 contains 27003 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180054 members 
Mstep: Class 31 contains 8285 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103960 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025872.000000 Penalty: 85145.320312
Iteration 138Q: 39 clusters Score -1.010259e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15229 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119456 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 15032 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 171555 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 18568 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49013 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 20586 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13049 members 
Mstep: Class 27 contains 27003 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180051 members 
Mstep: Class 31 contains 8288 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103956 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025904.000000 Penalty: 85145.320312
Iteration 139Q: 39 clusters Score -1.010259e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15217 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119471 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 15033 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 171503 members 
Mstep: Class 11 contains 5840 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87910 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 18574 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49008 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 20588 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6663 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13109 members 
Mstep: Class 27 contains 26998 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180045 members 
Mstep: Class 31 contains 8293 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103948 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026008.000000 Penalty: 85145.320312
Iteration 140F: 39 clusters Score -1.01026e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 15202 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119487 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 171421 members 
Mstep: Class 11 contains 5836 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87910 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 6872 members 
Mstep: Class 17 contains 18583 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 49002 members 
Mstep: Class 20 contains 4191 members 
Mstep: Class 21 contains 20588 members 
Mstep: Class 22 contains 10040 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13189 members 
Mstep: Class 27 contains 26998 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180044 members 
Mstep: Class 31 contains 8295 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103948 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026088.000000 Penalty: 85145.320312
Iteration 141Q: 39 clusters Score -1.010261e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119508 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 171335 members 
Mstep: Class 11 contains 5836 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87908 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 6869 members 
Mstep: Class 17 contains 18590 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48997 members 
Mstep: Class 20 contains 4188 members 
Mstep: Class 21 contains 20590 members 
Mstep: Class 22 contains 10042 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13283 members 
Mstep: Class 27 contains 26996 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8296 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103939 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026088.000000 Penalty: 85145.320312
Iteration 142Q: 39 clusters Score -1.010261e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15167 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119522 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 171254 members 
Mstep: Class 11 contains 5834 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 6868 members 
Mstep: Class 17 contains 18595 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48991 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 20595 members 
Mstep: Class 22 contains 10039 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13376 members 
Mstep: Class 27 contains 26994 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103932 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026096.000000 Penalty: 85145.320312
Iteration 143Q: 39 clusters Score -1.010261e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 15159 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119529 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 171191 members 
Mstep: Class 11 contains 5831 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6753 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18598 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48984 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13451 members 
Mstep: Class 27 contains 26990 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180042 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103927 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026152.000000 Penalty: 85145.320312
Iteration 144Q: 39 clusters Score -1.010262e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15151 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119536 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15035 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 171131 members 
Mstep: Class 11 contains 5830 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18605 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48981 members 
Mstep: Class 20 contains 4182 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 10037 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 26985 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180044 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103922 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026112.000000 Penalty: 85145.320312
Iteration 145Q: 39 clusters Score -1.010261e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 15140 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119544 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15032 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 171102 members 
Mstep: Class 11 contains 5828 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87904 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18611 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48971 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 20601 members 
Mstep: Class 22 contains 10039 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13563 members 
Mstep: Class 27 contains 26982 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180045 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103916 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026096.000000 Penalty: 85145.320312
Iteration 146Q: 39 clusters Score -1.010261e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 15127 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119555 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 171070 members 
Mstep: Class 11 contains 5827 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18625 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48966 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 20602 members 
Mstep: Class 22 contains 10041 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13599 members 
Mstep: Class 27 contains 26977 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8312 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103911 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026032.000000 Penalty: 85145.320312
Iteration 147Q: 39 clusters Score -1.01026e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15117 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119564 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15029 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 171042 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87907 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18635 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48956 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 20601 members 
Mstep: Class 22 contains 10041 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13632 members 
Mstep: Class 27 contains 26977 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8313 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103911 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026048.000000 Penalty: 85145.320312
Iteration 148Q: 39 clusters Score -1.01026e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 15106 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119573 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15026 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 171018 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87907 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18642 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48952 members 
Mstep: Class 20 contains 4164 members 
Mstep: Class 21 contains 20603 members 
Mstep: Class 22 contains 10042 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13666 members 
Mstep: Class 27 contains 26971 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180041 members 
Mstep: Class 31 contains 8314 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103907 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 58992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026064.000000 Penalty: 85145.320312
Iteration 149Q: 39 clusters Score -1.010261e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15101 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119586 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15025 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 170995 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87907 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18647 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48949 members 
Mstep: Class 20 contains 4163 members 
Mstep: Class 21 contains 20605 members 
Mstep: Class 22 contains 10043 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13695 members 
Mstep: Class 27 contains 26967 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180037 members 
Mstep: Class 31 contains 8314 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103902 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026040.000000 Penalty: 85145.320312
Iteration 150Q: 39 clusters Score -1.01026e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15089 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119601 members 
Mstep: Class 5 contains 2226 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 170984 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87907 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18648 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48945 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 20606 members 
Mstep: Class 22 contains 10044 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13728 members 
Mstep: Class 27 contains 26961 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180033 members 
Mstep: Class 31 contains 8314 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103899 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026064.000000 Penalty: 85145.320312
Iteration 151Q: 39 clusters Score -1.010261e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15078 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119620 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15021 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 170948 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87908 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18653 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48938 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 20611 members 
Mstep: Class 22 contains 10047 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 26956 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180023 members 
Mstep: Class 31 contains 8314 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103899 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026024.000000 Penalty: 85145.320312
Iteration 152Q: 39 clusters Score -1.01026e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15069 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119637 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170909 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 18657 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48932 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 20614 members 
Mstep: Class 22 contains 10051 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 26953 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180020 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103897 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025984.000000 Penalty: 85145.320312
Iteration 153Q: 39 clusters Score -1.01026e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15065 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119648 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170870 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 18660 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 48926 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 20617 members 
Mstep: Class 22 contains 10057 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13839 members 
Mstep: Class 27 contains 26948 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180016 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103892 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026088.000000 Penalty: 85145.320312
Iteration 154Q: 39 clusters Score -1.010261e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15061 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 119653 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170821 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 6864 members 
Mstep: Class 17 contains 18662 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 48920 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13880 members 
Mstep: Class 27 contains 26947 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180016 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103896 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026088.000000 Penalty: 85145.320312
Iteration 155Q: 39 clusters Score -1.010261e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15058 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119660 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170794 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 2731 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 6864 members 
Mstep: Class 17 contains 18662 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 48922 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 20620 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13918 members 
Mstep: Class 27 contains 26941 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180017 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103892 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026088.000000 Penalty: 85145.320312
Iteration 156Q: 39 clusters Score -1.010261e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15055 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119663 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170761 members 
Mstep: Class 11 contains 5782 members 
Mstep: Class 12 contains 2730 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87909 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18665 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 48916 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 20620 members 
Mstep: Class 22 contains 10067 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13958 members 
Mstep: Class 27 contains 26938 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180019 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103893 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026128.000000 Penalty: 85145.320312
Iteration 157Q: 39 clusters Score -1.010261e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15050 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 119667 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170732 members 
Mstep: Class 11 contains 5774 members 
Mstep: Class 12 contains 2730 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87910 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18668 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 48915 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 13993 members 
Mstep: Class 27 contains 26935 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180022 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103896 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026040.000000 Penalty: 85145.320312
Iteration 158Q: 39 clusters Score -1.01026e+08 nChanged 104
Entering ConstructFrom: 
Score: -101026040.000000 Penalty: 85145.320312
Entering ConstructFrom: 
Trying to split cluster 1 (12712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Entering Unmasked Estep 
Score: -1368670.625000 Penalty: 1535.674072
	Iteration 0F: 2 clusters Score -1368671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1359697.250000 Penalty: 3071.348145
	Iteration 0F: 3 clusters Score -1359697 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1362655.250000 Penalty: 3071.348145
	Iteration 1F: 3 clusters Score -1362655 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1362877.375000 Penalty: 3071.348145
	Iteration 2Q: 3 clusters Score -1362877 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1363062.500000 Penalty: 3071.348145
	Iteration 3Q: 3 clusters Score -1363062 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1363234.625000 Penalty: 3071.348145
	Iteration 4Q: 3 clusters Score -1363235 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1363402.500000 Penalty: 3071.348145
	Iteration 5Q: 3 clusters Score -1363402 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1363657.875000 Penalty: 3071.348145
	Iteration 6Q: 3 clusters Score -1363658 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1364014.375000 Penalty: 3071.348145
	Iteration 7F: 3 clusters Score -1364014 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1364536.125000 Penalty: 3071.348145
	Iteration 8F: 3 clusters Score -1364536 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1365185.875000 Penalty: 3071.348145
	Iteration 9F: 3 clusters Score -1365186 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1365814.875000 Penalty: 3071.348145
	Iteration 10F: 3 clusters Score -1365815 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1366350.125000 Penalty: 3071.348145
	Iteration 11F: 3 clusters Score -1366350 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1366733.250000 Penalty: 3071.348145
	Iteration 12Q: 3 clusters Score -1366733 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1366993.750000 Penalty: 3071.348145
	Iteration 13Q: 3 clusters Score -1366994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1367144.500000 Penalty: 3071.348145
	Iteration 14Q: 3 clusters Score -1367144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1367233.750000 Penalty: 3071.348145
	Iteration 15Q: 3 clusters Score -1367234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1367286.500000 Penalty: 3071.348145
	Iteration 16Q: 3 clusters Score -1367286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1367324.625000 Penalty: 3071.348145
	Iteration 17Q: 3 clusters Score -1367325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1367361.125000 Penalty: 3071.348145
	Iteration 18Q: 3 clusters Score -1367361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1367382.875000 Penalty: 3071.348145
	Iteration 19Q: 3 clusters Score -1367383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1367396.125000 Penalty: 3071.348145
	Iteration 20F: 3 clusters Score -1367396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1367408.875000 Penalty: 3071.348145
	Iteration 21Q: 3 clusters Score -1367409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1367416.500000 Penalty: 3071.348145
	Iteration 22Q: 3 clusters Score -1367416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1367426.750000 Penalty: 3071.348145
	Iteration 23Q: 3 clusters Score -1367427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1367431.250000 Penalty: 3071.348145
	Iteration 24Q: 3 clusters Score -1367431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1367439.750000 Penalty: 3071.348145
	Iteration 25Q: 3 clusters Score -1367440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1367442.375000 Penalty: 3071.348145
	Iteration 26Q: 3 clusters Score -1367442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1367443.750000 Penalty: 3071.348145
	Iteration 27Q: 3 clusters Score -1367444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1367445.875000 Penalty: 3071.348145
	Iteration 28Q: 3 clusters Score -1367446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1367445.625000 Penalty: 3071.348145
	Iteration 29Q: 3 clusters Score -1367446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1367446.625000 Penalty: 3071.348145
	Iteration 30Q: 3 clusters Score -1367447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1367447.500000 Penalty: 3071.348145
	Iteration 31Q: 3 clusters Score -1367448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1367447.500000 Penalty: 3071.348145
	Iteration 32F: 3 clusters Score -1367448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Entering Unmasked Estep 
Score: -1627754.375000 Penalty: 1563.087524
	Iteration 0F: 2 clusters Score -1627754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1617296.000000 Penalty: 3126.175049
	Iteration 0F: 3 clusters Score -1617296 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1621050.000000 Penalty: 3126.175049
	Iteration 1F: 3 clusters Score -1621050 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1621616.875000 Penalty: 3126.175049
	Iteration 2F: 3 clusters Score -1621617 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1622262.250000 Penalty: 3126.175049
	Iteration 3F: 3 clusters Score -1622262 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1623017.750000 Penalty: 3126.175049
	Iteration 4F: 3 clusters Score -1623018 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1623871.625000 Penalty: 3126.175049
	Iteration 5F: 3 clusters Score -1623872 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1624802.625000 Penalty: 3126.175049
	Iteration 6F: 3 clusters Score -1624803 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1625795.375000 Penalty: 3126.175049
	Iteration 7F: 3 clusters Score -1625795 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1626848.375000 Penalty: 3126.175049
	Iteration 8F: 3 clusters Score -1626848 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1627629.250000 Penalty: 3126.175049
	Iteration 9Q: 3 clusters Score -1627629 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1627967.875000 Penalty: 3126.175049
	Iteration 10Q: 3 clusters Score -1627968 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1628092.625000 Penalty: 3126.175049
	Iteration 11Q: 3 clusters Score -1628093 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1628123.875000 Penalty: 3126.175049
	Iteration 12Q: 3 clusters Score -1628124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1628147.625000 Penalty: 3126.175049
	Iteration 13Q: 3 clusters Score -1628148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1628153.250000 Penalty: 3126.175049
	Iteration 14Q: 3 clusters Score -1628153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1628153.500000 Penalty: 3126.175049
	Iteration 15Q: 3 clusters Score -1628154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1628154.500000 Penalty: 3126.175049
	Iteration 16Q: 3 clusters Score -1628154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1628154.250000 Penalty: 3126.175049
	Iteration 17Q: 3 clusters Score -1628154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1628154.625000 Penalty: 3126.175049
	Iteration 18Q: 3 clusters Score -1628155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1628152.750000 Penalty: 3126.175049
	Iteration 19Q: 3 clusters Score -1628153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1628152.750000 Penalty: 3126.175049
	Iteration 20F: 3 clusters Score -1628153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119666 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170705 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87911 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18671 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 48917 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14022 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180025 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103900 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59031 members 
Mstep: Class 39 contains 9741 members 
Entering Unmasked Estep 
Score: -101025440.000000 Penalty: 87385.984375
Splitting cluster 2 changes total score from -101026040.000000 to -101025440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -223778.609375 Penalty: 1269.379883
	Iteration 0F: 2 clusters Score -223778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -221450.203125 Penalty: 2538.759766
	Iteration 0F: 3 clusters Score -221450.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -222204.453125 Penalty: 2538.759766
	Iteration 1F: 3 clusters Score -222204.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -222522.031250 Penalty: 2538.759766
	Iteration 2F: 3 clusters Score -222522 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -222751.656250 Penalty: 2538.759766
	Iteration 3F: 3 clusters Score -222751.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -222912.187500 Penalty: 2538.759766
	Iteration 4F: 3 clusters Score -222912.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -223013.000000 Penalty: 2538.759766
	Iteration 5Q: 3 clusters Score -223013 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -223101.796875 Penalty: 2538.759766
	Iteration 6Q: 3 clusters Score -223101.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -223177.671875 Penalty: 2538.759766
	Iteration 7Q: 3 clusters Score -223177.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -223231.937500 Penalty: 2538.759766
	Iteration 8Q: 3 clusters Score -223231.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223262.484375 Penalty: 2538.759766
	Iteration 9Q: 3 clusters Score -223262.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -223287.515625 Penalty: 2538.759766
	Iteration 10Q: 3 clusters Score -223287.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -223307.296875 Penalty: 2538.759766
	Iteration 11Q: 3 clusters Score -223307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -223328.359375 Penalty: 2538.759766
	Iteration 12Q: 3 clusters Score -223328.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -223353.281250 Penalty: 2538.759766
	Iteration 13Q: 3 clusters Score -223353.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -223368.125000 Penalty: 2538.759766
	Iteration 14Q: 3 clusters Score -223368.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -223379.968750 Penalty: 2538.759766
	Iteration 15Q: 3 clusters Score -223380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -223392.703125 Penalty: 2538.759766
	Iteration 16Q: 3 clusters Score -223392.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -223403.093750 Penalty: 2538.759766
	Iteration 17Q: 3 clusters Score -223403.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -223411.281250 Penalty: 2538.759766
	Iteration 18Q: 3 clusters Score -223411.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -223416.640625 Penalty: 2538.759766
	Iteration 19Q: 3 clusters Score -223416.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -223420.687500 Penalty: 2538.759766
	Iteration 20F: 3 clusters Score -223420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -223423.609375 Penalty: 2538.759766
	Iteration 21Q: 3 clusters Score -223423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -223425.171875 Penalty: 2538.759766
	Iteration 22Q: 3 clusters Score -223425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -223428.703125 Penalty: 2538.759766
	Iteration 23Q: 3 clusters Score -223428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -223429.968750 Penalty: 2538.759766
	Iteration 24Q: 3 clusters Score -223430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -223432.750000 Penalty: 2538.759766
	Iteration 25Q: 3 clusters Score -223432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -223437.046875 Penalty: 2538.759766
	Iteration 26Q: 3 clusters Score -223437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -223442.296875 Penalty: 2538.759766
	Iteration 27Q: 3 clusters Score -223442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -223449.875000 Penalty: 2538.759766
	Iteration 28Q: 3 clusters Score -223449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -223451.500000 Penalty: 2538.759766
	Iteration 29Q: 3 clusters Score -223451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -223453.296875 Penalty: 2538.759766
	Iteration 30Q: 3 clusters Score -223453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -223453.296875 Penalty: 2538.759766
	Iteration 31F: 3 clusters Score -223453.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119666 members 
Entering Unmasked Estep 
Score: -12947689.000000 Penalty: 1900.024780
	Iteration 0F: 2 clusters Score -1.294769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -12868956.000000 Penalty: 3800.049561
	Iteration 0F: 3 clusters Score -1.286896e+07 nChanged 57272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -12902174.000000 Penalty: 3800.049561
	Iteration 1F: 3 clusters Score -1.290217e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -12903046.000000 Penalty: 3800.049561
	Iteration 2Q: 3 clusters Score -1.290305e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -12904187.000000 Penalty: 3800.049561
	Iteration 3Q: 3 clusters Score -1.290419e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -12906015.000000 Penalty: 3800.049561
	Iteration 4Q: 3 clusters Score -1.290602e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -12909738.000000 Penalty: 3800.049561
	Iteration 5F: 3 clusters Score -1.290974e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -12916796.000000 Penalty: 3800.049561
	Iteration 6F: 3 clusters Score -1.29168e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99901 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -12926807.000000 Penalty: 3800.049561
	Iteration 7F: 3 clusters Score -1.292681e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109916 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -12936485.000000 Penalty: 3800.049561
	Iteration 8F: 3 clusters Score -1.293648e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116094 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -12942630.000000 Penalty: 3800.049561
	Iteration 9F: 3 clusters Score -1.294263e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12944910.000000 Penalty: 3800.049561
	Iteration 10Q: 3 clusters Score -1.294491e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12945592.000000 Penalty: 3800.049561
	Iteration 11Q: 3 clusters Score -1.294559e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12945785.000000 Penalty: 3800.049561
	Iteration 12Q: 3 clusters Score -1.294578e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12945844.000000 Penalty: 3800.049561
	Iteration 13Q: 3 clusters Score -1.294584e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119492 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12945892.000000 Penalty: 3800.049561
	Iteration 14Q: 3 clusters Score -1.294589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119501 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12945953.000000 Penalty: 3800.049561
	Iteration 15Q: 3 clusters Score -1.294595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12945960.000000 Penalty: 3800.049561
	Iteration 16Q: 3 clusters Score -1.294596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119504 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12945960.000000 Penalty: 3800.049561
	Iteration 17Q: 3 clusters Score -1.294596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12945978.000000 Penalty: 3800.049561
	Iteration 18Q: 3 clusters Score -1.294598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12945972.000000 Penalty: 3800.049561
	Iteration 19Q: 3 clusters Score -1.294597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12945979.000000 Penalty: 3800.049561
	Iteration 20F: 3 clusters Score -1.294598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12945989.000000 Penalty: 3800.049561
	Iteration 21Q: 3 clusters Score -1.294599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119519 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12945988.000000 Penalty: 3800.049561
	Iteration 22Q: 3 clusters Score -1.294599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119519 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12945983.000000 Penalty: 3800.049561
	Iteration 23Q: 3 clusters Score -1.294598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12945984.000000 Penalty: 3800.049561
	Iteration 24Q: 3 clusters Score -1.294598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12945984.000000 Penalty: 3800.049561
	Iteration 25F: 3 clusters Score -1.294598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -223350.500000 Penalty: 1252.470703
	Iteration 0F: 2 clusters Score -223350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -221138.484375 Penalty: 2504.941406
	Iteration 0F: 3 clusters Score -221138.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221686.484375 Penalty: 2504.941406
	Iteration 1F: 3 clusters Score -221686.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -221837.062500 Penalty: 2504.941406
	Iteration 2F: 3 clusters Score -221837.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221943.156250 Penalty: 2504.941406
	Iteration 3F: 3 clusters Score -221943.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222011.265625 Penalty: 2504.941406
	Iteration 4Q: 3 clusters Score -222011.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -222076.156250 Penalty: 2504.941406
	Iteration 5Q: 3 clusters Score -222076.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -222155.968750 Penalty: 2504.941406
	Iteration 6Q: 3 clusters Score -222156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -222256.031250 Penalty: 2504.941406
	Iteration 7Q: 3 clusters Score -222256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -222323.375000 Penalty: 2504.941406
	Iteration 8Q: 3 clusters Score -222323.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222365.078125 Penalty: 2504.941406
	Iteration 9Q: 3 clusters Score -222365.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -222388.406250 Penalty: 2504.941406
	Iteration 10Q: 3 clusters Score -222388.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -222407.078125 Penalty: 2504.941406
	Iteration 11Q: 3 clusters Score -222407.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -222427.375000 Penalty: 2504.941406
	Iteration 12Q: 3 clusters Score -222427.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222452.843750 Penalty: 2504.941406
	Iteration 13Q: 3 clusters Score -222452.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -222483.796875 Penalty: 2504.941406
	Iteration 14Q: 3 clusters Score -222483.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222515.859375 Penalty: 2504.941406
	Iteration 15Q: 3 clusters Score -222515.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -222554.328125 Penalty: 2504.941406
	Iteration 16Q: 3 clusters Score -222554.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -222612.765625 Penalty: 2504.941406
	Iteration 17Q: 3 clusters Score -222612.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222719.812500 Penalty: 2504.941406
	Iteration 18Q: 3 clusters Score -222719.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -222869.656250 Penalty: 2504.941406
	Iteration 19Q: 3 clusters Score -222869.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -222950.031250 Penalty: 2504.941406
	Iteration 20F: 3 clusters Score -222950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -222973.562500 Penalty: 2504.941406
	Iteration 21Q: 3 clusters Score -222973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -222982.109375 Penalty: 2504.941406
	Iteration 22Q: 3 clusters Score -222982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -222986.656250 Penalty: 2504.941406
	Iteration 23Q: 3 clusters Score -222986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -222988.890625 Penalty: 2504.941406
	Iteration 24Q: 3 clusters Score -222988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -222991.156250 Penalty: 2504.941406
	Iteration 25Q: 3 clusters Score -222991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -222991.156250 Penalty: 2504.941406
	Iteration 26F: 3 clusters Score -222991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -28590.578125 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -28590.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27910.568359 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -27910.57 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28780.148438 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -28780.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29055.669922 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -29055.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29296.798828 Penalty: 1969.973389
	Iteration 3Q: 3 clusters Score -29296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29487.208984 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -29487.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29560.101562 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -29560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29565.972656 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -29565.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29567.470703 Penalty: 1969.973389
	Iteration 7Q: 3 clusters Score -29567.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29571.177734 Penalty: 1969.973389
	Iteration 8Q: 3 clusters Score -29571.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29571.177734 Penalty: 1969.973389
	Iteration 9F: 3 clusters Score -29571.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15048 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119666 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170705 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87911 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18671 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 48917 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14022 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180025 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103900 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59031 members 
Mstep: Class 39 contains 131 members 
Entering Unmasked Estep 
Score: -101025712.000000 Penalty: 87385.984375
Splitting cluster 6 changes total score from -101026040.000000 to -101025712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1535790.875000 Penalty: 1562.752563
	Iteration 0F: 2 clusters Score -1535791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1525426.625000 Penalty: 3125.505127
	Iteration 0F: 3 clusters Score -1525427 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1529027.375000 Penalty: 3125.505127
	Iteration 1F: 3 clusters Score -1529027 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1529437.000000 Penalty: 3125.505127
	Iteration 2F: 3 clusters Score -1529437 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1529885.625000 Penalty: 3125.505127
	Iteration 3F: 3 clusters Score -1529886 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1530399.750000 Penalty: 3125.505127
	Iteration 4F: 3 clusters Score -1530400 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1530973.500000 Penalty: 3125.505127
	Iteration 5F: 3 clusters Score -1530974 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1531576.625000 Penalty: 3125.505127
	Iteration 6F: 3 clusters Score -1531577 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1532180.500000 Penalty: 3125.505127
	Iteration 7F: 3 clusters Score -1532180 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1532732.625000 Penalty: 3125.505127
	Iteration 8F: 3 clusters Score -1532733 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1533207.375000 Penalty: 3125.505127
	Iteration 9Q: 3 clusters Score -1533207 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1533576.125000 Penalty: 3125.505127
	Iteration 10Q: 3 clusters Score -1533576 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1533882.875000 Penalty: 3125.505127
	Iteration 11Q: 3 clusters Score -1533883 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1534113.875000 Penalty: 3125.505127
	Iteration 12Q: 3 clusters Score -1534114 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1534295.500000 Penalty: 3125.505127
	Iteration 13Q: 3 clusters Score -1534296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1534423.000000 Penalty: 3125.505127
	Iteration 14Q: 3 clusters Score -1534423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1534496.750000 Penalty: 3125.505127
	Iteration 15Q: 3 clusters Score -1534497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1534540.875000 Penalty: 3125.505127
	Iteration 16Q: 3 clusters Score -1534541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1534560.375000 Penalty: 3125.505127
	Iteration 17Q: 3 clusters Score -1534560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1534570.875000 Penalty: 3125.505127
	Iteration 18Q: 3 clusters Score -1534571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1534583.750000 Penalty: 3125.505127
	Iteration 19Q: 3 clusters Score -1534584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1534594.875000 Penalty: 3125.505127
	Iteration 20F: 3 clusters Score -1534595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1534609.000000 Penalty: 3125.505127
	Iteration 21Q: 3 clusters Score -1534609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1534622.125000 Penalty: 3125.505127
	Iteration 22Q: 3 clusters Score -1534622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1534629.250000 Penalty: 3125.505127
	Iteration 23Q: 3 clusters Score -1534629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1534640.625000 Penalty: 3125.505127
	Iteration 24Q: 3 clusters Score -1534641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1534651.250000 Penalty: 3125.505127
	Iteration 25Q: 3 clusters Score -1534651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1534664.875000 Penalty: 3125.505127
	Iteration 26Q: 3 clusters Score -1534665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1534677.375000 Penalty: 3125.505127
	Iteration 27Q: 3 clusters Score -1534677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1534681.875000 Penalty: 3125.505127
	Iteration 28Q: 3 clusters Score -1534682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1534687.875000 Penalty: 3125.505127
	Iteration 29Q: 3 clusters Score -1534688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1534688.625000 Penalty: 3125.505127
	Iteration 30Q: 3 clusters Score -1534689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1534691.000000 Penalty: 3125.505127
	Iteration 31Q: 3 clusters Score -1534691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1534691.000000 Penalty: 3125.505127
	Iteration 32Q: 3 clusters Score -1534691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1534693.250000 Penalty: 3125.505127
	Iteration 33Q: 3 clusters Score -1534693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1534692.625000 Penalty: 3125.505127
	Iteration 34Q: 3 clusters Score -1534693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1534691.750000 Penalty: 3125.505127
	Iteration 35Q: 3 clusters Score -1534692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1534692.875000 Penalty: 3125.505127
	Iteration 36Q: 3 clusters Score -1534693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1534692.875000 Penalty: 3125.505127
	Iteration 37F: 3 clusters Score -1534693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -15077.396484 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -15077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14353.384766 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -14353.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14466.267578 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -14466.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14524.058594 Penalty: 1767.375732
	Iteration 2F: 3 clusters Score -14524.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14572.984375 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -14572.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14620.483398 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -14620.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14633.369141 Penalty: 1767.375732
	Iteration 5Q: 3 clusters Score -14633.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14636.524414 Penalty: 1767.375732
	Iteration 6Q: 3 clusters Score -14636.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14638.671875 Penalty: 1767.375732
	Iteration 7Q: 3 clusters Score -14638.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14638.671875 Penalty: 1767.375732
	Iteration 8F: 3 clusters Score -14638.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -243137.187500 Penalty: 1258.703613
	Iteration 0F: 2 clusters Score -243137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -240831.234375 Penalty: 2517.407227
	Iteration 0F: 3 clusters Score -240831.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -241412.250000 Penalty: 2517.407227
	Iteration 1F: 3 clusters Score -241412.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -241589.265625 Penalty: 2517.407227
	Iteration 2F: 3 clusters Score -241589.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -241715.312500 Penalty: 2517.407227
	Iteration 3F: 3 clusters Score -241715.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -241829.484375 Penalty: 2517.407227
	Iteration 4Q: 3 clusters Score -241829.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -241945.109375 Penalty: 2517.407227
	Iteration 5Q: 3 clusters Score -241945.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -242046.062500 Penalty: 2517.407227
	Iteration 6Q: 3 clusters Score -242046.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -242124.421875 Penalty: 2517.407227
	Iteration 7Q: 3 clusters Score -242124.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -242185.765625 Penalty: 2517.407227
	Iteration 8Q: 3 clusters Score -242185.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -242247.906250 Penalty: 2517.407227
	Iteration 9Q: 3 clusters Score -242247.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -242288.343750 Penalty: 2517.407227
	Iteration 10Q: 3 clusters Score -242288.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -242311.187500 Penalty: 2517.407227
	Iteration 11Q: 3 clusters Score -242311.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -242318.718750 Penalty: 2517.407227
	Iteration 12Q: 3 clusters Score -242318.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -242326.593750 Penalty: 2517.407227
	Iteration 13Q: 3 clusters Score -242326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -242331.234375 Penalty: 2517.407227
	Iteration 14Q: 3 clusters Score -242331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -242335.921875 Penalty: 2517.407227
	Iteration 15Q: 3 clusters Score -242335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -242343.281250 Penalty: 2517.407227
	Iteration 16Q: 3 clusters Score -242343.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -242347.265625 Penalty: 2517.407227
	Iteration 17Q: 3 clusters Score -242347.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -242350.734375 Penalty: 2517.407227
	Iteration 18Q: 3 clusters Score -242350.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -242352.515625 Penalty: 2517.407227
	Iteration 19Q: 3 clusters Score -242352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -242353.468750 Penalty: 2517.407227
	Iteration 20F: 3 clusters Score -242353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -242354.109375 Penalty: 2517.407227
	Iteration 21Q: 3 clusters Score -242354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -242354.312500 Penalty: 2517.407227
	Iteration 22Q: 3 clusters Score -242354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -242355.687500 Penalty: 2517.407227
	Iteration 23Q: 3 clusters Score -242355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -242355.937500 Penalty: 2517.407227
	Iteration 24Q: 3 clusters Score -242355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -242356.390625 Penalty: 2517.407227
	Iteration 25Q: 3 clusters Score -242356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -242356.390625 Penalty: 2517.407227
	Iteration 26F: 3 clusters Score -242356.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (170705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Entering Unmasked Estep 
Score: -18064046.000000 Penalty: 1957.750000
	Iteration 0F: 2 clusters Score -1.806405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -17949894.000000 Penalty: 3915.500000
	Iteration 0F: 3 clusters Score -1.794989e+07 nChanged 82356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -17998876.000000 Penalty: 3915.500000
	Iteration 1F: 3 clusters Score -1.799888e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -18000004.000000 Penalty: 3915.500000
	Iteration 2Q: 3 clusters Score -1.8e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -18001576.000000 Penalty: 3915.500000
	Iteration 3Q: 3 clusters Score -1.800158e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -18003670.000000 Penalty: 3915.500000
	Iteration 4Q: 3 clusters Score -1.800367e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -18006792.000000 Penalty: 3915.500000
	Iteration 5Q: 3 clusters Score -1.800679e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -18011486.000000 Penalty: 3915.500000
	Iteration 6Q: 3 clusters Score -1.801149e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -18017802.000000 Penalty: 3915.500000
	Iteration 7F: 3 clusters Score -1.80178e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -18025524.000000 Penalty: 3915.500000
	Iteration 8F: 3 clusters Score -1.802552e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120887 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -18032200.000000 Penalty: 3915.500000
	Iteration 9F: 3 clusters Score -1.80322e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124807 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -18036162.000000 Penalty: 3915.500000
	Iteration 10Q: 3 clusters Score -1.803616e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128209 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -18038198.000000 Penalty: 3915.500000
	Iteration 11Q: 3 clusters Score -1.80382e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131680 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -18039514.000000 Penalty: 3915.500000
	Iteration 12Q: 3 clusters Score -1.803951e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -18040916.000000 Penalty: 3915.500000
	Iteration 13Q: 3 clusters Score -1.804092e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138775 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -18042392.000000 Penalty: 3915.500000
	Iteration 14Q: 3 clusters Score -1.804239e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142388 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -18044094.000000 Penalty: 3915.500000
	Iteration 15Q: 3 clusters Score -1.804409e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146100 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -18045894.000000 Penalty: 3915.500000
	Iteration 16Q: 3 clusters Score -1.804589e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149728 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -18047928.000000 Penalty: 3915.500000
	Iteration 17Q: 3 clusters Score -1.804793e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153326 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -18050008.000000 Penalty: 3915.500000
	Iteration 18Q: 3 clusters Score -1.805001e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156731 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -18052230.000000 Penalty: 3915.500000
	Iteration 19Q: 3 clusters Score -1.805223e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -18054334.000000 Penalty: 3915.500000
	Iteration 20F: 3 clusters Score -1.805433e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162474 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -18056322.000000 Penalty: 3915.500000
	Iteration 21Q: 3 clusters Score -1.805632e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -18057992.000000 Penalty: 3915.500000
	Iteration 22Q: 3 clusters Score -1.805799e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166572 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -18059314.000000 Penalty: 3915.500000
	Iteration 23Q: 3 clusters Score -1.805931e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -18060380.000000 Penalty: 3915.500000
	Iteration 24Q: 3 clusters Score -1.806038e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18061196.000000 Penalty: 3915.500000
	Iteration 25Q: 3 clusters Score -1.80612e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18061676.000000 Penalty: 3915.500000
	Iteration 26Q: 3 clusters Score -1.806168e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170033 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18061976.000000 Penalty: 3915.500000
	Iteration 27Q: 3 clusters Score -1.806198e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18062124.000000 Penalty: 3915.500000
	Iteration 28Q: 3 clusters Score -1.806212e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -18062166.000000 Penalty: 3915.500000
	Iteration 29Q: 3 clusters Score -1.806217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18062210.000000 Penalty: 3915.500000
	Iteration 30Q: 3 clusters Score -1.806221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -18062238.000000 Penalty: 3915.500000
	Iteration 31Q: 3 clusters Score -1.806224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170418 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18062258.000000 Penalty: 3915.500000
	Iteration 32Q: 3 clusters Score -1.806226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18062270.000000 Penalty: 3915.500000
	Iteration 33Q: 3 clusters Score -1.806227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170441 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18062284.000000 Penalty: 3915.500000
	Iteration 34Q: 3 clusters Score -1.806228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170447 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18062284.000000 Penalty: 3915.500000
	Iteration 35Q: 3 clusters Score -1.806228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170451 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18062296.000000 Penalty: 3915.500000
	Iteration 36Q: 3 clusters Score -1.80623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18062300.000000 Penalty: 3915.500000
	Iteration 37Q: 3 clusters Score -1.80623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170459 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18062314.000000 Penalty: 3915.500000
	Iteration 38Q: 3 clusters Score -1.806231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170459 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18062312.000000 Penalty: 3915.500000
	Iteration 39Q: 3 clusters Score -1.806231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18062322.000000 Penalty: 3915.500000
	Iteration 40F: 3 clusters Score -1.806232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18062324.000000 Penalty: 3915.500000
	Iteration 41Q: 3 clusters Score -1.806232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18062322.000000 Penalty: 3915.500000
	Iteration 42Q: 3 clusters Score -1.806232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18062322.000000 Penalty: 3915.500000
	Iteration 43F: 3 clusters Score -1.806232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Entering Unmasked Estep 
Score: -630929.562500 Penalty: 1407.234985
	Iteration 0F: 2 clusters Score -630929.6 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 2904 members 
Entering Unmasked Estep 
Score: -626507.562500 Penalty: 2814.469971
	Iteration 0F: 3 clusters Score -626507.6 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -627694.250000 Penalty: 2814.469971
	Iteration 1F: 3 clusters Score -627694.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -627860.812500 Penalty: 2814.469971
	Iteration 2F: 3 clusters Score -627860.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -627996.625000 Penalty: 2814.469971
	Iteration 3F: 3 clusters Score -627996.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -628094.937500 Penalty: 2814.469971
	Iteration 4Q: 3 clusters Score -628094.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -628174.562500 Penalty: 2814.469971
	Iteration 5Q: 3 clusters Score -628174.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -628243.312500 Penalty: 2814.469971
	Iteration 6Q: 3 clusters Score -628243.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -628326.187500 Penalty: 2814.469971
	Iteration 7Q: 3 clusters Score -628326.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -628422.687500 Penalty: 2814.469971
	Iteration 8Q: 3 clusters Score -628422.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -628527.750000 Penalty: 2814.469971
	Iteration 9Q: 3 clusters Score -628527.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -628653.125000 Penalty: 2814.469971
	Iteration 10Q: 3 clusters Score -628653.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -628805.250000 Penalty: 2814.469971
	Iteration 11Q: 3 clusters Score -628805.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -628980.875000 Penalty: 2814.469971
	Iteration 12Q: 3 clusters Score -628980.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -629164.500000 Penalty: 2814.469971
	Iteration 13Q: 3 clusters Score -629164.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -629322.937500 Penalty: 2814.469971
	Iteration 14Q: 3 clusters Score -629322.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -629425.187500 Penalty: 2814.469971
	Iteration 15Q: 3 clusters Score -629425.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -629495.437500 Penalty: 2814.469971
	Iteration 16Q: 3 clusters Score -629495.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -629552.562500 Penalty: 2814.469971
	Iteration 17Q: 3 clusters Score -629552.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -629578.562500 Penalty: 2814.469971
	Iteration 18Q: 3 clusters Score -629578.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -629593.687500 Penalty: 2814.469971
	Iteration 19Q: 3 clusters Score -629593.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -629608.937500 Penalty: 2814.469971
	Iteration 20F: 3 clusters Score -629608.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -629622.875000 Penalty: 2814.469971
	Iteration 21Q: 3 clusters Score -629622.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -629632.375000 Penalty: 2814.469971
	Iteration 22Q: 3 clusters Score -629632.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -629638.562500 Penalty: 2814.469971
	Iteration 23Q: 3 clusters Score -629638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -629643.812500 Penalty: 2814.469971
	Iteration 24Q: 3 clusters Score -629643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -629649.750000 Penalty: 2814.469971
	Iteration 25Q: 3 clusters Score -629649.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -629654.750000 Penalty: 2814.469971
	Iteration 26Q: 3 clusters Score -629654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -629656.625000 Penalty: 2814.469971
	Iteration 27Q: 3 clusters Score -629656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -629658.875000 Penalty: 2814.469971
	Iteration 28Q: 3 clusters Score -629658.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -629663.625000 Penalty: 2814.469971
	Iteration 29Q: 3 clusters Score -629663.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -629668.937500 Penalty: 2814.469971
	Iteration 30Q: 3 clusters Score -629668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -629671.750000 Penalty: 2814.469971
	Iteration 31Q: 3 clusters Score -629671.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -629674.375000 Penalty: 2814.469971
	Iteration 32Q: 3 clusters Score -629674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -629678.000000 Penalty: 2814.469971
	Iteration 33Q: 3 clusters Score -629678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -629679.312500 Penalty: 2814.469971
	Iteration 34Q: 3 clusters Score -629679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -629683.125000 Penalty: 2814.469971
	Iteration 35Q: 3 clusters Score -629683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -629684.937500 Penalty: 2814.469971
	Iteration 36Q: 3 clusters Score -629684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -629685.625000 Penalty: 2814.469971
	Iteration 37Q: 3 clusters Score -629685.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -629688.687500 Penalty: 2814.469971
	Iteration 38Q: 3 clusters Score -629688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -629688.562500 Penalty: 2814.469971
	Iteration 39Q: 3 clusters Score -629688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -629689.562500 Penalty: 2814.469971
	Iteration 40F: 3 clusters Score -629689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -629689.250000 Penalty: 2814.469971
	Iteration 41Q: 3 clusters Score -629689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -629689.250000 Penalty: 2814.469971
	Iteration 42F: 3 clusters Score -629689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -289448.937500 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -289448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -286847.531250 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -286847.5 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -287437.937500 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -287437.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -287570.500000 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -287570.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -287654.781250 Penalty: 2571.299561
	Iteration 3F: 3 clusters Score -287654.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -287718.843750 Penalty: 2571.299561
	Iteration 4Q: 3 clusters Score -287718.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -287780.750000 Penalty: 2571.299561
	Iteration 5Q: 3 clusters Score -287780.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -287827.125000 Penalty: 2571.299561
	Iteration 6Q: 3 clusters Score -287827.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -287871.593750 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -287871.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -287914.125000 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -287914.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -287960.250000 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -287960.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -287992.437500 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -287992.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -288020.093750 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -288020.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -288044.093750 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -288044.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -288070.156250 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -288070.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -288094.062500 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -288094.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -288119.281250 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -288119.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -288136.218750 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -288136.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -288153.187500 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -288153.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -288163.437500 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -288163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -288170.906250 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -288170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -288179.312500 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -288179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -288189.093750 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -288189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -288202.906250 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -288202.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -288213.062500 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -288213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -288220.500000 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -288220.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -288230.312500 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -288230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -288235.656250 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -288235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -288240.750000 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -288240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -288243.937500 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -288243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -288245.812500 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -288245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -288247.375000 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -288247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -288250.531250 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -288250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -288252.500000 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -288252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -288254.343750 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -288254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -288256.406250 Penalty: 2571.299561
	Iteration 34Q: 3 clusters Score -288256.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -288261.406250 Penalty: 2571.299561
	Iteration 35Q: 3 clusters Score -288261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -288266.156250 Penalty: 2571.299561
	Iteration 36Q: 3 clusters Score -288266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -288270.281250 Penalty: 2571.299561
	Iteration 37Q: 3 clusters Score -288270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -288273.625000 Penalty: 2571.299561
	Iteration 38Q: 3 clusters Score -288273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -288276.250000 Penalty: 2571.299561
	Iteration 39Q: 3 clusters Score -288276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -288276.781250 Penalty: 2571.299561
	Iteration 40F: 3 clusters Score -288276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -609570.250000 Penalty: 1411.681885
	Iteration 0F: 2 clusters Score -609570.2 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 2962 members 
Entering Unmasked Estep 
Score: -605020.625000 Penalty: 2823.363770
	Iteration 0F: 3 clusters Score -605020.6 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -606480.000000 Penalty: 2823.363770
	Iteration 1F: 3 clusters Score -606480 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -606808.125000 Penalty: 2823.363770
	Iteration 2F: 3 clusters Score -606808.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -607076.000000 Penalty: 2823.363770
	Iteration 3F: 3 clusters Score -607076 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -607305.625000 Penalty: 2823.363770
	Iteration 4F: 3 clusters Score -607305.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -607465.437500 Penalty: 2823.363770
	Iteration 5Q: 3 clusters Score -607465.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -607593.687500 Penalty: 2823.363770
	Iteration 6Q: 3 clusters Score -607593.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -607714.937500 Penalty: 2823.363770
	Iteration 7Q: 3 clusters Score -607714.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -607835.875000 Penalty: 2823.363770
	Iteration 8Q: 3 clusters Score -607835.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -607923.062500 Penalty: 2823.363770
	Iteration 9Q: 3 clusters Score -607923.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -607990.750000 Penalty: 2823.363770
	Iteration 10Q: 3 clusters Score -607990.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -608042.687500 Penalty: 2823.363770
	Iteration 11Q: 3 clusters Score -608042.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -608091.812500 Penalty: 2823.363770
	Iteration 12Q: 3 clusters Score -608091.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -608139.312500 Penalty: 2823.363770
	Iteration 13Q: 3 clusters Score -608139.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -608189.062500 Penalty: 2823.363770
	Iteration 14Q: 3 clusters Score -608189.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -608242.562500 Penalty: 2823.363770
	Iteration 15Q: 3 clusters Score -608242.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -608306.375000 Penalty: 2823.363770
	Iteration 16Q: 3 clusters Score -608306.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -608358.937500 Penalty: 2823.363770
	Iteration 17Q: 3 clusters Score -608358.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -608400.312500 Penalty: 2823.363770
	Iteration 18Q: 3 clusters Score -608400.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -608431.562500 Penalty: 2823.363770
	Iteration 19Q: 3 clusters Score -608431.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -608454.500000 Penalty: 2823.363770
	Iteration 20F: 3 clusters Score -608454.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -608472.187500 Penalty: 2823.363770
	Iteration 21Q: 3 clusters Score -608472.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -608491.125000 Penalty: 2823.363770
	Iteration 22Q: 3 clusters Score -608491.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -608507.000000 Penalty: 2823.363770
	Iteration 23Q: 3 clusters Score -608507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -608520.312500 Penalty: 2823.363770
	Iteration 24Q: 3 clusters Score -608520.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -608533.187500 Penalty: 2823.363770
	Iteration 25Q: 3 clusters Score -608533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -608539.062500 Penalty: 2823.363770
	Iteration 26Q: 3 clusters Score -608539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -608542.375000 Penalty: 2823.363770
	Iteration 27Q: 3 clusters Score -608542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -608545.625000 Penalty: 2823.363770
	Iteration 28Q: 3 clusters Score -608545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -608548.562500 Penalty: 2823.363770
	Iteration 29Q: 3 clusters Score -608548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -608550.687500 Penalty: 2823.363770
	Iteration 30Q: 3 clusters Score -608550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -608552.625000 Penalty: 2823.363770
	Iteration 31Q: 3 clusters Score -608552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -608554.687500 Penalty: 2823.363770
	Iteration 32Q: 3 clusters Score -608554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -608554.812500 Penalty: 2823.363770
	Iteration 33Q: 3 clusters Score -608554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -608554.437500 Penalty: 2823.363770
	Iteration 34Q: 3 clusters Score -608554.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -608554.437500 Penalty: 2823.363770
	Iteration 35F: 3 clusters Score -608554.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (87911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Entering Unmasked Estep 
Score: -9571170.000000 Penalty: 1849.912964
	Iteration 0F: 2 clusters Score -9571170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -9512191.000000 Penalty: 3699.825928
	Iteration 0F: 3 clusters Score -9512191 nChanged 41968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -9536615.000000 Penalty: 3699.825928
	Iteration 1F: 3 clusters Score -9536615 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -9537503.000000 Penalty: 3699.825928
	Iteration 2Q: 3 clusters Score -9537503 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -9538874.000000 Penalty: 3699.825928
	Iteration 3Q: 3 clusters Score -9538874 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -9541429.000000 Penalty: 3699.825928
	Iteration 4F: 3 clusters Score -9541429 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -9545797.000000 Penalty: 3699.825928
	Iteration 5F: 3 clusters Score -9545797 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -9552549.000000 Penalty: 3699.825928
	Iteration 6F: 3 clusters Score -9552549 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -9560153.000000 Penalty: 3699.825928
	Iteration 7F: 3 clusters Score -9560153 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -9565795.000000 Penalty: 3699.825928
	Iteration 8F: 3 clusters Score -9565795 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -9568329.000000 Penalty: 3699.825928
	Iteration 9Q: 3 clusters Score -9568329 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -9569123.000000 Penalty: 3699.825928
	Iteration 10Q: 3 clusters Score -9569123 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -9569332.000000 Penalty: 3699.825928
	Iteration 11Q: 3 clusters Score -9569332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -9569404.000000 Penalty: 3699.825928
	Iteration 12Q: 3 clusters Score -9569404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -9569444.000000 Penalty: 3699.825928
	Iteration 13Q: 3 clusters Score -9569444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -9569476.000000 Penalty: 3699.825928
	Iteration 14Q: 3 clusters Score -9569476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -9569498.000000 Penalty: 3699.825928
	Iteration 15Q: 3 clusters Score -9569498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -9569507.000000 Penalty: 3699.825928
	Iteration 16Q: 3 clusters Score -9569507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -9569515.000000 Penalty: 3699.825928
	Iteration 17Q: 3 clusters Score -9569515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -9569520.000000 Penalty: 3699.825928
	Iteration 18Q: 3 clusters Score -9569520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -9569523.000000 Penalty: 3699.825928
	Iteration 19Q: 3 clusters Score -9569523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -9569523.000000 Penalty: 3699.825928
	Iteration 20F: 3 clusters Score -9569523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Entering Unmasked Estep 
Score: -692447.875000 Penalty: 1432.545898
	Iteration 0F: 2 clusters Score -692447.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -687330.437500 Penalty: 2865.091797
	Iteration 0F: 3 clusters Score -687330.4 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -688823.500000 Penalty: 2865.091797
	Iteration 1F: 3 clusters Score -688823.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -689030.312500 Penalty: 2865.091797
	Iteration 2F: 3 clusters Score -689030.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -689207.250000 Penalty: 2865.091797
	Iteration 3F: 3 clusters Score -689207.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -689393.375000 Penalty: 2865.091797
	Iteration 4F: 3 clusters Score -689393.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -689597.250000 Penalty: 2865.091797
	Iteration 5F: 3 clusters Score -689597.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -689830.062500 Penalty: 2865.091797
	Iteration 6F: 3 clusters Score -689830.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -690104.562500 Penalty: 2865.091797
	Iteration 7F: 3 clusters Score -690104.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -690386.562500 Penalty: 2865.091797
	Iteration 8F: 3 clusters Score -690386.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -690669.250000 Penalty: 2865.091797
	Iteration 9Q: 3 clusters Score -690669.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -690882.750000 Penalty: 2865.091797
	Iteration 10Q: 3 clusters Score -690882.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -691037.000000 Penalty: 2865.091797
	Iteration 11Q: 3 clusters Score -691037 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -691130.687500 Penalty: 2865.091797
	Iteration 12Q: 3 clusters Score -691130.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -691187.250000 Penalty: 2865.091797
	Iteration 13Q: 3 clusters Score -691187.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -691237.937500 Penalty: 2865.091797
	Iteration 14Q: 3 clusters Score -691237.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -691273.062500 Penalty: 2865.091797
	Iteration 15Q: 3 clusters Score -691273.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -691296.437500 Penalty: 2865.091797
	Iteration 16Q: 3 clusters Score -691296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -691303.187500 Penalty: 2865.091797
	Iteration 17Q: 3 clusters Score -691303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -691311.875000 Penalty: 2865.091797
	Iteration 18Q: 3 clusters Score -691311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -691319.437500 Penalty: 2865.091797
	Iteration 19Q: 3 clusters Score -691319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -691328.562500 Penalty: 2865.091797
	Iteration 20F: 3 clusters Score -691328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -691331.437500 Penalty: 2865.091797
	Iteration 21Q: 3 clusters Score -691331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -691332.312500 Penalty: 2865.091797
	Iteration 22Q: 3 clusters Score -691332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -691336.875000 Penalty: 2865.091797
	Iteration 23Q: 3 clusters Score -691336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -691339.312500 Penalty: 2865.091797
	Iteration 24Q: 3 clusters Score -691339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -691340.125000 Penalty: 2865.091797
	Iteration 25Q: 3 clusters Score -691340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -691340.437500 Penalty: 2865.091797
	Iteration 26Q: 3 clusters Score -691340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -691340.437500 Penalty: 2865.091797
	Iteration 27F: 3 clusters Score -691340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -699112.562500 Penalty: 1435.508667
	Iteration 0F: 2 clusters Score -699112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -693966.500000 Penalty: 2871.017334
	Iteration 0F: 3 clusters Score -693966.5 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -695572.687500 Penalty: 2871.017334
	Iteration 1F: 3 clusters Score -695572.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -695840.187500 Penalty: 2871.017334
	Iteration 2F: 3 clusters Score -695840.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -696083.437500 Penalty: 2871.017334
	Iteration 3F: 3 clusters Score -696083.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -696381.062500 Penalty: 2871.017334
	Iteration 4F: 3 clusters Score -696381.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -696671.250000 Penalty: 2871.017334
	Iteration 5F: 3 clusters Score -696671.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -696931.437500 Penalty: 2871.017334
	Iteration 6F: 3 clusters Score -696931.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -697139.687500 Penalty: 2871.017334
	Iteration 7Q: 3 clusters Score -697139.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -697321.625000 Penalty: 2871.017334
	Iteration 8Q: 3 clusters Score -697321.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -697507.437500 Penalty: 2871.017334
	Iteration 9Q: 3 clusters Score -697507.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -697684.500000 Penalty: 2871.017334
	Iteration 10Q: 3 clusters Score -697684.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -697835.312500 Penalty: 2871.017334
	Iteration 11Q: 3 clusters Score -697835.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -697990.750000 Penalty: 2871.017334
	Iteration 12Q: 3 clusters Score -697990.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -698139.187500 Penalty: 2871.017334
	Iteration 13Q: 3 clusters Score -698139.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -698241.500000 Penalty: 2871.017334
	Iteration 14Q: 3 clusters Score -698241.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -698306.250000 Penalty: 2871.017334
	Iteration 15Q: 3 clusters Score -698306.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -698345.875000 Penalty: 2871.017334
	Iteration 16Q: 3 clusters Score -698345.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -698377.625000 Penalty: 2871.017334
	Iteration 17Q: 3 clusters Score -698377.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -698405.437500 Penalty: 2871.017334
	Iteration 18Q: 3 clusters Score -698405.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -698430.937500 Penalty: 2871.017334
	Iteration 19Q: 3 clusters Score -698430.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -698444.625000 Penalty: 2871.017334
	Iteration 20F: 3 clusters Score -698444.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -698462.312500 Penalty: 2871.017334
	Iteration 21Q: 3 clusters Score -698462.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -698480.625000 Penalty: 2871.017334
	Iteration 22Q: 3 clusters Score -698480.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -698496.250000 Penalty: 2871.017334
	Iteration 23Q: 3 clusters Score -698496.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -698509.375000 Penalty: 2871.017334
	Iteration 24Q: 3 clusters Score -698509.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -698523.500000 Penalty: 2871.017334
	Iteration 25Q: 3 clusters Score -698523.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -698533.562500 Penalty: 2871.017334
	Iteration 26Q: 3 clusters Score -698533.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -698540.875000 Penalty: 2871.017334
	Iteration 27Q: 3 clusters Score -698540.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -698547.812500 Penalty: 2871.017334
	Iteration 28Q: 3 clusters Score -698547.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -698552.562500 Penalty: 2871.017334
	Iteration 29Q: 3 clusters Score -698552.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -698558.187500 Penalty: 2871.017334
	Iteration 30Q: 3 clusters Score -698558.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -698561.687500 Penalty: 2871.017334
	Iteration 31Q: 3 clusters Score -698561.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -698567.000000 Penalty: 2871.017334
	Iteration 32Q: 3 clusters Score -698567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -698570.062500 Penalty: 2871.017334
	Iteration 33Q: 3 clusters Score -698570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -698571.187500 Penalty: 2871.017334
	Iteration 34Q: 3 clusters Score -698571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -698573.187500 Penalty: 2871.017334
	Iteration 35Q: 3 clusters Score -698573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -698573.312500 Penalty: 2871.017334
	Iteration 36Q: 3 clusters Score -698573.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -698576.000000 Penalty: 2871.017334
	Iteration 37Q: 3 clusters Score -698576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -698579.125000 Penalty: 2871.017334
	Iteration 38Q: 3 clusters Score -698579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -698578.375000 Penalty: 2871.017334
	Iteration 39Q: 3 clusters Score -698578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -698579.687500 Penalty: 2871.017334
	Iteration 40F: 3 clusters Score -698579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -698581.937500 Penalty: 2871.017334
	Iteration 41Q: 3 clusters Score -698581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -698582.125000 Penalty: 2871.017334
	Iteration 42Q: 3 clusters Score -698582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -698582.125000 Penalty: 2871.017334
	Iteration 43Q: 3 clusters Score -698582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -698582.125000 Penalty: 2871.017334
	Iteration 44F: 3 clusters Score -698582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Entering Unmasked Estep 
Score: -2032731.125000 Penalty: 1598.143066
	Iteration 0F: 2 clusters Score -2032731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2019926.250000 Penalty: 3196.286133
	Iteration 0F: 3 clusters Score -2019926 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2024664.125000 Penalty: 3196.286133
	Iteration 1F: 3 clusters Score -2024664 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2025029.250000 Penalty: 3196.286133
	Iteration 2Q: 3 clusters Score -2025029 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2025377.375000 Penalty: 3196.286133
	Iteration 3Q: 3 clusters Score -2025377 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2025759.750000 Penalty: 3196.286133
	Iteration 4Q: 3 clusters Score -2025760 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2026110.500000 Penalty: 3196.286133
	Iteration 5Q: 3 clusters Score -2026110 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2026465.375000 Penalty: 3196.286133
	Iteration 6Q: 3 clusters Score -2026465 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2026841.750000 Penalty: 3196.286133
	Iteration 7Q: 3 clusters Score -2026842 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2027261.000000 Penalty: 3196.286133
	Iteration 8Q: 3 clusters Score -2027261 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2027764.250000 Penalty: 3196.286133
	Iteration 9Q: 3 clusters Score -2027764 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2028349.250000 Penalty: 3196.286133
	Iteration 10Q: 3 clusters Score -2028349 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2028939.000000 Penalty: 3196.286133
	Iteration 11Q: 3 clusters Score -2028939 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2029431.875000 Penalty: 3196.286133
	Iteration 12Q: 3 clusters Score -2029432 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2029787.000000 Penalty: 3196.286133
	Iteration 13Q: 3 clusters Score -2029787 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2030041.000000 Penalty: 3196.286133
	Iteration 14Q: 3 clusters Score -2030041 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2030242.625000 Penalty: 3196.286133
	Iteration 15Q: 3 clusters Score -2030243 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2030433.000000 Penalty: 3196.286133
	Iteration 16Q: 3 clusters Score -2030433 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2030607.500000 Penalty: 3196.286133
	Iteration 17Q: 3 clusters Score -2030608 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2030788.875000 Penalty: 3196.286133
	Iteration 18Q: 3 clusters Score -2030789 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2030937.250000 Penalty: 3196.286133
	Iteration 19Q: 3 clusters Score -2030937 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2031075.000000 Penalty: 3196.286133
	Iteration 20F: 3 clusters Score -2031075 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2031177.375000 Penalty: 3196.286133
	Iteration 21Q: 3 clusters Score -2031177 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2031265.625000 Penalty: 3196.286133
	Iteration 22Q: 3 clusters Score -2031266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2031319.875000 Penalty: 3196.286133
	Iteration 23Q: 3 clusters Score -2031320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2031346.875000 Penalty: 3196.286133
	Iteration 24Q: 3 clusters Score -2031347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2031376.250000 Penalty: 3196.286133
	Iteration 25Q: 3 clusters Score -2031376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2031414.000000 Penalty: 3196.286133
	Iteration 26Q: 3 clusters Score -2031414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2031439.250000 Penalty: 3196.286133
	Iteration 27Q: 3 clusters Score -2031439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2031456.625000 Penalty: 3196.286133
	Iteration 28Q: 3 clusters Score -2031457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2031472.500000 Penalty: 3196.286133
	Iteration 29Q: 3 clusters Score -2031472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2031478.625000 Penalty: 3196.286133
	Iteration 30Q: 3 clusters Score -2031479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2031483.625000 Penalty: 3196.286133
	Iteration 31Q: 3 clusters Score -2031484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2031487.125000 Penalty: 3196.286133
	Iteration 32Q: 3 clusters Score -2031487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2031489.375000 Penalty: 3196.286133
	Iteration 33Q: 3 clusters Score -2031489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2031489.875000 Penalty: 3196.286133
	Iteration 34Q: 3 clusters Score -2031490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2031488.000000 Penalty: 3196.286133
	Iteration 35Q: 3 clusters Score -2031488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2031491.375000 Penalty: 3196.286133
	Iteration 36Q: 3 clusters Score -2031491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2031493.125000 Penalty: 3196.286133
	Iteration 37Q: 3 clusters Score -2031493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2031493.875000 Penalty: 3196.286133
	Iteration 38Q: 3 clusters Score -2031494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2031494.250000 Penalty: 3196.286133
	Iteration 39Q: 3 clusters Score -2031494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2031492.500000 Penalty: 3196.286133
	Iteration 40F: 3 clusters Score -2031492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2031493.375000 Penalty: 3196.286133
	Iteration 41Q: 3 clusters Score -2031493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2031495.500000 Penalty: 3196.286133
	Iteration 42Q: 3 clusters Score -2031496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2031495.500000 Penalty: 3196.286133
	Iteration 43F: 3 clusters Score -2031496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -323582.468750 Penalty: 1318.626465
	Iteration 0F: 2 clusters Score -323582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -320730.187500 Penalty: 2637.252930
	Iteration 0F: 3 clusters Score -320730.2 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -321512.312500 Penalty: 2637.252930
	Iteration 1F: 3 clusters Score -321512.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -321686.156250 Penalty: 2637.252930
	Iteration 2F: 3 clusters Score -321686.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -321838.031250 Penalty: 2637.252930
	Iteration 3F: 3 clusters Score -321838 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -322027.718750 Penalty: 2637.252930
	Iteration 4F: 3 clusters Score -322027.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -322241.312500 Penalty: 2637.252930
	Iteration 5F: 3 clusters Score -322241.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322459.656250 Penalty: 2637.252930
	Iteration 6Q: 3 clusters Score -322459.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -322695.375000 Penalty: 2637.252930
	Iteration 7F: 3 clusters Score -322695.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -322902.562500 Penalty: 2637.252930
	Iteration 8F: 3 clusters Score -322902.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -323054.343750 Penalty: 2637.252930
	Iteration 9Q: 3 clusters Score -323054.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -323147.156250 Penalty: 2637.252930
	Iteration 10Q: 3 clusters Score -323147.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -323198.093750 Penalty: 2637.252930
	Iteration 11Q: 3 clusters Score -323198.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -323221.156250 Penalty: 2637.252930
	Iteration 12Q: 3 clusters Score -323221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -323231.312500 Penalty: 2637.252930
	Iteration 13Q: 3 clusters Score -323231.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -323245.625000 Penalty: 2637.252930
	Iteration 14Q: 3 clusters Score -323245.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -323251.781250 Penalty: 2637.252930
	Iteration 15Q: 3 clusters Score -323251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -323255.250000 Penalty: 2637.252930
	Iteration 16Q: 3 clusters Score -323255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -323257.031250 Penalty: 2637.252930
	Iteration 17Q: 3 clusters Score -323257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -323259.093750 Penalty: 2637.252930
	Iteration 18Q: 3 clusters Score -323259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -323261.343750 Penalty: 2637.252930
	Iteration 19Q: 3 clusters Score -323261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323264.812500 Penalty: 2637.252930
	Iteration 20F: 3 clusters Score -323264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323266.093750 Penalty: 2637.252930
	Iteration 21Q: 3 clusters Score -323266.1 nChanged 9
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: -323267.343750 Penalty: 2637.252930
	Iteration 22Q: 3 clusters Score -323267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -323271.062500 Penalty: 2637.252930
	Iteration 23Q: 3 clusters Score -323271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -323273.937500 Penalty: 2637.252930
	Iteration 24Q: 3 clusters Score -323273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -323273.718750 Penalty: 2637.252930
	Iteration 25Q: 3 clusters Score -323273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -323273.875000 Penalty: 2637.252930
	Iteration 26Q: 3 clusters Score -323273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -323274.750000 Penalty: 2637.252930
	Iteration 27Q: 3 clusters Score -323274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -323276.000000 Penalty: 2637.252930
	Iteration 28Q: 3 clusters Score -323276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -323276.687500 Penalty: 2637.252930
	Iteration 29Q: 3 clusters Score -323276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -323277.437500 Penalty: 2637.252930
	Iteration 30Q: 3 clusters Score -323277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -323278.812500 Penalty: 2637.252930
	Iteration 31Q: 3 clusters Score -323278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323279.468750 Penalty: 2637.252930
	Iteration 32Q: 3 clusters Score -323279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -323279.812500 Penalty: 2637.252930
	Iteration 33Q: 3 clusters Score -323279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -323279.812500 Penalty: 2637.252930
	Iteration 34F: 3 clusters Score -323279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Entering Unmasked Estep 
Score: -5160808.500000 Penalty: 1754.655518
	Iteration 0F: 2 clusters Score -5160808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -5128227.500000 Penalty: 3509.311035
	Iteration 0F: 3 clusters Score -5128228 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5141472.500000 Penalty: 3509.311035
	Iteration 1F: 3 clusters Score -5141472 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5142534.000000 Penalty: 3509.311035
	Iteration 2Q: 3 clusters Score -5142534 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -5143885.000000 Penalty: 3509.311035
	Iteration 3F: 3 clusters Score -5143885 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5145472.500000 Penalty: 3509.311035
	Iteration 4F: 3 clusters Score -5145472 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5147298.500000 Penalty: 3509.311035
	Iteration 5F: 3 clusters Score -5147298 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5149077.500000 Penalty: 3509.311035
	Iteration 6F: 3 clusters Score -5149078 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5150660.500000 Penalty: 3509.311035
	Iteration 7F: 3 clusters Score -5150660 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -5152069.000000 Penalty: 3509.311035
	Iteration 8F: 3 clusters Score -5152069 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -5153288.500000 Penalty: 3509.311035
	Iteration 9Q: 3 clusters Score -5153288 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5154411.000000 Penalty: 3509.311035
	Iteration 10Q: 3 clusters Score -5154411 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5155446.500000 Penalty: 3509.311035
	Iteration 11Q: 3 clusters Score -5155446 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5156229.500000 Penalty: 3509.311035
	Iteration 12Q: 3 clusters Score -5156230 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -5156887.500000 Penalty: 3509.311035
	Iteration 13Q: 3 clusters Score -5156888 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5157428.500000 Penalty: 3509.311035
	Iteration 14Q: 3 clusters Score -5157428 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -5157845.000000 Penalty: 3509.311035
	Iteration 15Q: 3 clusters Score -5157845 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5158223.500000 Penalty: 3509.311035
	Iteration 16Q: 3 clusters Score -5158224 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5158532.000000 Penalty: 3509.311035
	Iteration 17Q: 3 clusters Score -5158532 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -5158769.000000 Penalty: 3509.311035
	Iteration 18Q: 3 clusters Score -5158769 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5158985.500000 Penalty: 3509.311035
	Iteration 19Q: 3 clusters Score -5158986 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -5159118.500000 Penalty: 3509.311035
	Iteration 20F: 3 clusters Score -5159118 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -5159229.500000 Penalty: 3509.311035
	Iteration 21Q: 3 clusters Score -5159230 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -5159358.500000 Penalty: 3509.311035
	Iteration 22Q: 3 clusters Score -5159358 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -5159505.500000 Penalty: 3509.311035
	Iteration 23Q: 3 clusters Score -5159506 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -5159661.500000 Penalty: 3509.311035
	Iteration 24Q: 3 clusters Score -5159662 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -5159796.000000 Penalty: 3509.311035
	Iteration 25Q: 3 clusters Score -5159796 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -5159895.000000 Penalty: 3509.311035
	Iteration 26Q: 3 clusters Score -5159895 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5159943.500000 Penalty: 3509.311035
	Iteration 27Q: 3 clusters Score -5159944 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5160019 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5160071 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5160106 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5160160 nChanged 242
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Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5160208.500000 Penalty: 3509.311035
	Iteration 32Q: 3 clusters Score -5160208 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5160244 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5160288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5160320 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5160360 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5160414 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5160474 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -5160511.500000 Penalty: 3509.311035
	Iteration 39Q: 3 clusters Score -5160512 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5160543 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -5160606.500000 Penalty: 3509.311035
	Iteration 41Q: 3 clusters Score -5160606 nChanged 256
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Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -5160654.000000 Penalty: 3509.311035
	Iteration 42Q: 3 clusters Score -5160654 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5160696 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5160742 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5160770 nChanged 224
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Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5160840 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5160874 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5160891 nChanged 202
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Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5160945 nChanged 201
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Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5160973 nChanged 201
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Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5161028 nChanged 172
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Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5161040 nChanged 162
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Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5161054 nChanged 147
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Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5161062 nChanged 148
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Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5161084 nChanged 153
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Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5161107 nChanged 135
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Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5161124 nChanged 142
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Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5161136 nChanged 147
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Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5161159 nChanged 165
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Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5161196 nChanged 174
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Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5161204 nChanged 177
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Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5161238 nChanged 175
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Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5161262 nChanged 179
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Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5161290 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5161306 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5161318 nChanged 158
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Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5161328 nChanged 166
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Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5161385 nChanged 174
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Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5161420 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5161436 nChanged 178
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Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5161464 nChanged 196
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Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5161481 nChanged 198
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Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5161538 nChanged 247
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Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5161593 nChanged 282
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Mstep: Class 1 contains 37122 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5161674 nChanged 318
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Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 11755 members 
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	Iteration 78Q: 3 clusters Score -5161789 nChanged 342
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Mstep: Class 1 contains 37210 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5161868 nChanged 350
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Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5161993 nChanged 354
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Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5162094 nChanged 360
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Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5162230 nChanged 333
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Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5162320 nChanged 329
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Mstep: Class 1 contains 37266 members 
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	Iteration 84Q: 3 clusters Score -5162388 nChanged 288
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Mstep: Class 1 contains 37260 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5162458 nChanged 278
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Mstep: Class 1 contains 37198 members 
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	Iteration 86Q: 3 clusters Score -5162531 nChanged 261
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Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5162584 nChanged 252
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Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5162666 nChanged 223
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Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5162703 nChanged 215
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Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5162745 nChanged 197
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Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5162776 nChanged 183
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Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -5162800.500000 Penalty: 3509.311035
	Iteration 93Q: 3 clusters Score -5162800 nChanged 154
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Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5162814 nChanged 122
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Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5162825 nChanged 96
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Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5162832 nChanged 82
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Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5162822 nChanged 72
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Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5162838 nChanged 51
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Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5162826 nChanged 40
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Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5162828.500000 Penalty: 3509.311035
	Iteration 100F: 3 clusters Score -5162828 nChanged 29
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Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5162828 nChanged 20
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Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5162821.000000 Penalty: 3509.311035
	Iteration 102Q: 3 clusters Score -5162821 nChanged 14
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Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5162822 nChanged 8
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Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5162831.500000 Penalty: 3509.311035
	Iteration 104Q: 3 clusters Score -5162832 nChanged 12
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Mstep: Class 1 contains 36000 members 
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Entering Unmasked Estep 
Score: -5162823.000000 Penalty: 3509.311035
	Iteration 105Q: 3 clusters Score -5162823 nChanged 14
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Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5162829 nChanged 15
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Mstep: Class 1 contains 35975 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5162830 nChanged 9
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Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5162838 nChanged 8
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Entering Unmasked Estep 
Score: -5162832.500000 Penalty: 3509.311035
	Iteration 109Q: 3 clusters Score -5162832 nChanged 7
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Mstep: Class 1 contains 35951 members 
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	Iteration 110Q: 3 clusters Score -5162830 nChanged 8
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Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5162825 nChanged 12
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Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5162826 nChanged 7
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Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5162831 nChanged 12
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Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5162838 nChanged 10
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Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5162838 nChanged 14
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Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -5162843.500000 Penalty: 3509.311035
	Iteration 116Q: 3 clusters Score -5162844 nChanged 14
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Mstep: Class 1 contains 35876 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5162840 nChanged 13
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Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5162838 nChanged 12
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Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5162845 nChanged 12
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Mstep: Class 1 contains 35839 members 
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Entering Unmasked Estep 
Score: -5162846.500000 Penalty: 3509.311035
	Iteration 120F: 3 clusters Score -5162846 nChanged 8
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Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -5162850.000000 Penalty: 3509.311035
	Iteration 121Q: 3 clusters Score -5162850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -5162852.500000 Penalty: 3509.311035
	Iteration 122Q: 3 clusters Score -5162852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5162858.000000 Penalty: 3509.311035
	Iteration 123Q: 3 clusters Score -5162858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -5162861.000000 Penalty: 3509.311035
	Iteration 124Q: 3 clusters Score -5162861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5162862.000000 Penalty: 3509.311035
	Iteration 125Q: 3 clusters Score -5162862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5162859.000000 Penalty: 3509.311035
	Iteration 126Q: 3 clusters Score -5162859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -5162857.500000 Penalty: 3509.311035
	Iteration 127Q: 3 clusters Score -5162858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5162847.500000 Penalty: 3509.311035
	Iteration 128Q: 3 clusters Score -5162848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5162847.000000 Penalty: 3509.311035
	Iteration 129Q: 3 clusters Score -5162847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -5162845.500000 Penalty: 3509.311035
	Iteration 130Q: 3 clusters Score -5162846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -5162848.000000 Penalty: 3509.311035
	Iteration 131Q: 3 clusters Score -5162848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -5162851.000000 Penalty: 3509.311035
	Iteration 132Q: 3 clusters Score -5162851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -5162852.500000 Penalty: 3509.311035
	Iteration 133Q: 3 clusters Score -5162852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -5162852.000000 Penalty: 3509.311035
	Iteration 134Q: 3 clusters Score -5162852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -5162855.000000 Penalty: 3509.311035
	Iteration 135Q: 3 clusters Score -5162855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -5162846.000000 Penalty: 3509.311035
	Iteration 136Q: 3 clusters Score -5162846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -5162844.500000 Penalty: 3509.311035
	Iteration 137Q: 3 clusters Score -5162844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -5162840.000000 Penalty: 3509.311035
	Iteration 138Q: 3 clusters Score -5162840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -5162845.500000 Penalty: 3509.311035
	Iteration 139Q: 3 clusters Score -5162846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5162847.500000 Penalty: 3509.311035
	Iteration 140F: 3 clusters Score -5162848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -5162849.500000 Penalty: 3509.311035
	Iteration 141Q: 3 clusters Score -5162850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -5162848.000000 Penalty: 3509.311035
	Iteration 142Q: 3 clusters Score -5162848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -5162850.000000 Penalty: 3509.311035
	Iteration 143Q: 3 clusters Score -5162850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5162853.000000 Penalty: 3509.311035
	Iteration 144Q: 3 clusters Score -5162853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5162854.000000 Penalty: 3509.311035
	Iteration 145Q: 3 clusters Score -5162854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5162858.500000 Penalty: 3509.311035
	Iteration 146Q: 3 clusters Score -5162858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -5162862.500000 Penalty: 3509.311035
	Iteration 147Q: 3 clusters Score -5162862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -5162865.000000 Penalty: 3509.311035
	Iteration 148Q: 3 clusters Score -5162865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -5162859.000000 Penalty: 3509.311035
	Iteration 149Q: 3 clusters Score -5162859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5162854.000000 Penalty: 3509.311035
	Iteration 150Q: 3 clusters Score -5162854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -5162862.000000 Penalty: 3509.311035
	Iteration 151Q: 3 clusters Score -5162862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -5162861.500000 Penalty: 3509.311035
	Iteration 152Q: 3 clusters Score -5162862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -5162861.500000 Penalty: 3509.311035
	Iteration 153Q: 3 clusters Score -5162862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -5162865.000000 Penalty: 3509.311035
	Iteration 154Q: 3 clusters Score -5162865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -5162863.500000 Penalty: 3509.311035
	Iteration 155Q: 3 clusters Score -5162864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -5162862.500000 Penalty: 3509.311035
	Iteration 156Q: 3 clusters Score -5162862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -5162861.000000 Penalty: 3509.311035
	Iteration 157Q: 3 clusters Score -5162861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5162862.500000 Penalty: 3509.311035
	Iteration 158Q: 3 clusters Score -5162862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -5162863.000000 Penalty: 3509.311035
	Iteration 159Q: 3 clusters Score -5162863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5162872.000000 Penalty: 3509.311035
	Iteration 160F: 3 clusters Score -5162872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -5162869.000000 Penalty: 3509.311035
	Iteration 161Q: 3 clusters Score -5162869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -5162868.500000 Penalty: 3509.311035
	Iteration 162Q: 3 clusters Score -5162868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -5162871.000000 Penalty: 3509.311035
	Iteration 163Q: 3 clusters Score -5162871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5162870.000000 Penalty: 3509.311035
	Iteration 164Q: 3 clusters Score -5162870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -5162872.000000 Penalty: 3509.311035
	Iteration 165Q: 3 clusters Score -5162872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5162876.500000 Penalty: 3509.311035
	Iteration 166Q: 3 clusters Score -5162876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5162862.000000 Penalty: 3509.311035
	Iteration 167Q: 3 clusters Score -5162862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5162866.000000 Penalty: 3509.311035
	Iteration 168Q: 3 clusters Score -5162866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -5162865.500000 Penalty: 3509.311035
	Iteration 169Q: 3 clusters Score -5162866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -5162864.500000 Penalty: 3509.311035
	Iteration 170Q: 3 clusters Score -5162864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -5162860.500000 Penalty: 3509.311035
	Iteration 171Q: 3 clusters Score -5162860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -5162864.000000 Penalty: 3509.311035
	Iteration 172Q: 3 clusters Score -5162864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5162860.500000 Penalty: 3509.311035
	Iteration 173Q: 3 clusters Score -5162860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -5162863.500000 Penalty: 3509.311035
	Iteration 174Q: 3 clusters Score -5162864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -5162860.000000 Penalty: 3509.311035
	Iteration 175Q: 3 clusters Score -5162860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -5162863.000000 Penalty: 3509.311035
	Iteration 176Q: 3 clusters Score -5162863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5162863.500000 Penalty: 3509.311035
	Iteration 177Q: 3 clusters Score -5162864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5162859.500000 Penalty: 3509.311035
	Iteration 178Q: 3 clusters Score -5162860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -5162863.500000 Penalty: 3509.311035
	Iteration 179Q: 3 clusters Score -5162864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -5162861.000000 Penalty: 3509.311035
	Iteration 180F: 3 clusters Score -5162861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -5162862.500000 Penalty: 3509.311035
	Iteration 181Q: 3 clusters Score -5162862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5162862.500000 Penalty: 3509.311035
	Iteration 182Q: 3 clusters Score -5162862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -5162864.000000 Penalty: 3509.311035
	Iteration 183Q: 3 clusters Score -5162864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5162866.500000 Penalty: 3509.311035
	Iteration 184Q: 3 clusters Score -5162866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -5162861.000000 Penalty: 3509.311035
	Iteration 185Q: 3 clusters Score -5162861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5162857.000000 Penalty: 3509.311035
	Iteration 186Q: 3 clusters Score -5162857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5162857.000000 Penalty: 3509.311035
	Iteration 187F: 3 clusters Score -5162857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15048 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119666 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170705 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87911 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18671 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 35421 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14022 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180025 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103900 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59031 members 
Mstep: Class 39 contains 13496 members 
Entering Unmasked Estep 
Score: -101027888.000000 Penalty: 87385.984375
Splitting cluster 19 changes total score from -101026040.000000 to -101027888.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -451133.468750 Penalty: 1353.726196
	Iteration 0F: 2 clusters Score -451133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -447688.343750 Penalty: 2707.452393
	Iteration 0F: 3 clusters Score -447688.3 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -448571.656250 Penalty: 2707.452393
	Iteration 1F: 3 clusters Score -448571.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -448725.593750 Penalty: 2707.452393
	Iteration 2F: 3 clusters Score -448725.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -448829.500000 Penalty: 2707.452393
	Iteration 3F: 3 clusters Score -448829.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -448898.093750 Penalty: 2707.452393
	Iteration 4Q: 3 clusters Score -448898.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -448953.562500 Penalty: 2707.452393
	Iteration 5Q: 3 clusters Score -448953.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -449004.031250 Penalty: 2707.452393
	Iteration 6Q: 3 clusters Score -449004 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -449052.812500 Penalty: 2707.452393
	Iteration 7Q: 3 clusters Score -449052.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -449094.687500 Penalty: 2707.452393
	Iteration 8Q: 3 clusters Score -449094.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -449133.781250 Penalty: 2707.452393
	Iteration 9Q: 3 clusters Score -449133.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -449175.968750 Penalty: 2707.452393
	Iteration 10Q: 3 clusters Score -449176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -449213.500000 Penalty: 2707.452393
	Iteration 11Q: 3 clusters Score -449213.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -449246.187500 Penalty: 2707.452393
	Iteration 12Q: 3 clusters Score -449246.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -449282.187500 Penalty: 2707.452393
	Iteration 13Q: 3 clusters Score -449282.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -449316.531250 Penalty: 2707.452393
	Iteration 14Q: 3 clusters Score -449316.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -449354.500000 Penalty: 2707.452393
	Iteration 15Q: 3 clusters Score -449354.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -449396.625000 Penalty: 2707.452393
	Iteration 16Q: 3 clusters Score -449396.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -449433.187500 Penalty: 2707.452393
	Iteration 17Q: 3 clusters Score -449433.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -449460.812500 Penalty: 2707.452393
	Iteration 18Q: 3 clusters Score -449460.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -449483.218750 Penalty: 2707.452393
	Iteration 19Q: 3 clusters Score -449483.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -449499.781250 Penalty: 2707.452393
	Iteration 20F: 3 clusters Score -449499.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -449518.750000 Penalty: 2707.452393
	Iteration 21Q: 3 clusters Score -449518.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -449544.468750 Penalty: 2707.452393
	Iteration 22Q: 3 clusters Score -449544.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -449579.968750 Penalty: 2707.452393
	Iteration 23Q: 3 clusters Score -449580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -449610.593750 Penalty: 2707.452393
	Iteration 24Q: 3 clusters Score -449610.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -449641.187500 Penalty: 2707.452393
	Iteration 25Q: 3 clusters Score -449641.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -449670.968750 Penalty: 2707.452393
	Iteration 26Q: 3 clusters Score -449671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -449699.062500 Penalty: 2707.452393
	Iteration 27Q: 3 clusters Score -449699.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -449729.656250 Penalty: 2707.452393
	Iteration 28Q: 3 clusters Score -449729.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -449752.031250 Penalty: 2707.452393
	Iteration 29Q: 3 clusters Score -449752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -449773.093750 Penalty: 2707.452393
	Iteration 30Q: 3 clusters Score -449773.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -449785.562500 Penalty: 2707.452393
	Iteration 31Q: 3 clusters Score -449785.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -449800.062500 Penalty: 2707.452393
	Iteration 32Q: 3 clusters Score -449800.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -449812.843750 Penalty: 2707.452393
	Iteration 33Q: 3 clusters Score -449812.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -449826.406250 Penalty: 2707.452393
	Iteration 34Q: 3 clusters Score -449826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -449837.593750 Penalty: 2707.452393
	Iteration 35Q: 3 clusters Score -449837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -449844.656250 Penalty: 2707.452393
	Iteration 36Q: 3 clusters Score -449844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -449848.250000 Penalty: 2707.452393
	Iteration 37Q: 3 clusters Score -449848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -449852.687500 Penalty: 2707.452393
	Iteration 38Q: 3 clusters Score -449852.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -449858.437500 Penalty: 2707.452393
	Iteration 39Q: 3 clusters Score -449858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -449862.656250 Penalty: 2707.452393
	Iteration 40F: 3 clusters Score -449862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -449866.187500 Penalty: 2707.452393
	Iteration 41Q: 3 clusters Score -449866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -449870.187500 Penalty: 2707.452393
	Iteration 42Q: 3 clusters Score -449870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -449883.687500 Penalty: 2707.452393
	Iteration 43Q: 3 clusters Score -449883.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -449894.562500 Penalty: 2707.452393
	Iteration 44Q: 3 clusters Score -449894.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -449908.062500 Penalty: 2707.452393
	Iteration 45Q: 3 clusters Score -449908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -449920.343750 Penalty: 2707.452393
	Iteration 46Q: 3 clusters Score -449920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -449932.093750 Penalty: 2707.452393
	Iteration 47Q: 3 clusters Score -449932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -449940.531250 Penalty: 2707.452393
	Iteration 48Q: 3 clusters Score -449940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -449948.125000 Penalty: 2707.452393
	Iteration 49Q: 3 clusters Score -449948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -449959.875000 Penalty: 2707.452393
	Iteration 50Q: 3 clusters Score -449959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -449967.281250 Penalty: 2707.452393
	Iteration 51Q: 3 clusters Score -449967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -449975.218750 Penalty: 2707.452393
	Iteration 52Q: 3 clusters Score -449975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -449976.531250 Penalty: 2707.452393
	Iteration 53Q: 3 clusters Score -449976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -449979.750000 Penalty: 2707.452393
	Iteration 54Q: 3 clusters Score -449979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -449980.843750 Penalty: 2707.452393
	Iteration 55Q: 3 clusters Score -449980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -449984.062500 Penalty: 2707.452393
	Iteration 56Q: 3 clusters Score -449984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -449988.875000 Penalty: 2707.452393
	Iteration 57Q: 3 clusters Score -449988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -449997.906250 Penalty: 2707.452393
	Iteration 58Q: 3 clusters Score -449997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -450006.968750 Penalty: 2707.452393
	Iteration 59Q: 3 clusters Score -450007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -450012.687500 Penalty: 2707.452393
	Iteration 60F: 3 clusters Score -450012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -450018.312500 Penalty: 2707.452393
	Iteration 61Q: 3 clusters Score -450018.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -450025.500000 Penalty: 2707.452393
	Iteration 62Q: 3 clusters Score -450025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -450032.281250 Penalty: 2707.452393
	Iteration 63Q: 3 clusters Score -450032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -450038.218750 Penalty: 2707.452393
	Iteration 64Q: 3 clusters Score -450038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -450041.281250 Penalty: 2707.452393
	Iteration 65Q: 3 clusters Score -450041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -450043.687500 Penalty: 2707.452393
	Iteration 66Q: 3 clusters Score -450043.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -450043.687500 Penalty: 2707.452393
	Iteration 67F: 3 clusters Score -450043.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Entering Unmasked Estep 
Score: -2065417.625000 Penalty: 1614.269897
	Iteration 0F: 2 clusters Score -2065418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2051392.250000 Penalty: 3228.539795
	Iteration 0F: 3 clusters Score -2051392 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2056707.625000 Penalty: 3228.539795
	Iteration 1F: 3 clusters Score -2056708 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2057301.875000 Penalty: 3228.539795
	Iteration 2F: 3 clusters Score -2057302 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2057901.375000 Penalty: 3228.539795
	Iteration 3F: 3 clusters Score -2057901 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2058542.125000 Penalty: 3228.539795
	Iteration 4F: 3 clusters Score -2058542 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2059207.500000 Penalty: 3228.539795
	Iteration 5F: 3 clusters Score -2059208 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2059853.875000 Penalty: 3228.539795
	Iteration 6F: 3 clusters Score -2059854 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2060674.625000 Penalty: 3228.539795
	Iteration 7F: 3 clusters Score -2060675 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2061787.500000 Penalty: 3228.539795
	Iteration 8F: 3 clusters Score -2061788 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2063536.750000 Penalty: 3228.539795
	Iteration 9F: 3 clusters Score -2063537 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2065607.750000 Penalty: 3228.539795
	Iteration 10F: 3 clusters Score -2065608 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2066979.375000 Penalty: 3228.539795
	Iteration 11Q: 3 clusters Score -2066979 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2067395.000000 Penalty: 3228.539795
	Iteration 12Q: 3 clusters Score -2067395 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2067483.125000 Penalty: 3228.539795
	Iteration 13Q: 3 clusters Score -2067483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2067500.125000 Penalty: 3228.539795
	Iteration 14Q: 3 clusters Score -2067500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2067508.500000 Penalty: 3228.539795
	Iteration 15Q: 3 clusters Score -2067508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2067510.125000 Penalty: 3228.539795
	Iteration 16Q: 3 clusters Score -2067510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2067504.750000 Penalty: 3228.539795
	Iteration 17Q: 3 clusters Score -2067505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2067506.250000 Penalty: 3228.539795
	Iteration 18Q: 3 clusters Score -2067506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2067507.375000 Penalty: 3228.539795
	Iteration 19Q: 3 clusters Score -2067507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2067510.250000 Penalty: 3228.539795
	Iteration 20F: 3 clusters Score -2067510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2067509.500000 Penalty: 3228.539795
	Iteration 21Q: 3 clusters Score -2067510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2067509.500000 Penalty: 3228.539795
	Iteration 22F: 3 clusters Score -2067510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15048 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119666 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170705 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87911 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18671 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 35421 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14022 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180025 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103900 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 59031 members 
Mstep: Class 39 contains 13496 members 
Mstep: Class 40 contains 10974 members 
Entering Unmasked Estep 
Score: -101029712.000000 Penalty: 89626.648438
Splitting cluster 21 changes total score from -101026040.000000 to -101029712.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (10068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Entering Unmasked Estep 
Score: -987612.937500 Penalty: 1497.781616
	Iteration 0F: 2 clusters Score -987612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -980490.437500 Penalty: 2995.563232
	Iteration 0F: 3 clusters Score -980490.4 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -983163.062500 Penalty: 2995.563232
	Iteration 1F: 3 clusters Score -983163.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -983765.812500 Penalty: 2995.563232
	Iteration 2F: 3 clusters Score -983765.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -984408.750000 Penalty: 2995.563232
	Iteration 3F: 3 clusters Score -984408.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -985071.812500 Penalty: 2995.563232
	Iteration 4F: 3 clusters Score -985071.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -985598.500000 Penalty: 2995.563232
	Iteration 5F: 3 clusters Score -985598.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -985931.937500 Penalty: 2995.563232
	Iteration 6Q: 3 clusters Score -985931.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -986174.937500 Penalty: 2995.563232
	Iteration 7Q: 3 clusters Score -986174.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -986323.937500 Penalty: 2995.563232
	Iteration 8Q: 3 clusters Score -986323.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -986447.312500 Penalty: 2995.563232
	Iteration 9Q: 3 clusters Score -986447.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -986552.375000 Penalty: 2995.563232
	Iteration 10Q: 3 clusters Score -986552.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -986627.437500 Penalty: 2995.563232
	Iteration 11Q: 3 clusters Score -986627.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -986687.062500 Penalty: 2995.563232
	Iteration 12Q: 3 clusters Score -986687.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -986737.250000 Penalty: 2995.563232
	Iteration 13Q: 3 clusters Score -986737.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -986790.562500 Penalty: 2995.563232
	Iteration 14Q: 3 clusters Score -986790.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -986833.812500 Penalty: 2995.563232
	Iteration 15Q: 3 clusters Score -986833.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -986866.750000 Penalty: 2995.563232
	Iteration 16Q: 3 clusters Score -986866.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -986892.625000 Penalty: 2995.563232
	Iteration 17Q: 3 clusters Score -986892.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -986908.125000 Penalty: 2995.563232
	Iteration 18Q: 3 clusters Score -986908.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -986920.062500 Penalty: 2995.563232
	Iteration 19Q: 3 clusters Score -986920.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -986932.562500 Penalty: 2995.563232
	Iteration 20F: 3 clusters Score -986932.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -986939.187500 Penalty: 2995.563232
	Iteration 21Q: 3 clusters Score -986939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -986946.437500 Penalty: 2995.563232
	Iteration 22Q: 3 clusters Score -986946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -986954.500000 Penalty: 2995.563232
	Iteration 23Q: 3 clusters Score -986954.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -986956.000000 Penalty: 2995.563232
	Iteration 24Q: 3 clusters Score -986956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -986958.375000 Penalty: 2995.563232
	Iteration 25Q: 3 clusters Score -986958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -986958.375000 Penalty: 2995.563232
	Iteration 26Q: 3 clusters Score -986958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -986958.687500 Penalty: 2995.563232
	Iteration 27Q: 3 clusters Score -986958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -986960.062500 Penalty: 2995.563232
	Iteration 28Q: 3 clusters Score -986960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -986960.062500 Penalty: 2995.563232
	Iteration 29F: 3 clusters Score -986960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -56967.445312 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -56967.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55796.890625 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -55796.89 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56024.179688 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -56024.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56093.398438 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -56093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56109.035156 Penalty: 2112.919189
	Iteration 3Q: 3 clusters Score -56109.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56118.832031 Penalty: 2112.919189
	Iteration 4Q: 3 clusters Score -56118.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56125.738281 Penalty: 2112.919189
	Iteration 5Q: 3 clusters Score -56125.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56129.179688 Penalty: 2112.919189
	Iteration 6Q: 3 clusters Score -56129.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56132.878906 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -56132.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -56135.957031 Penalty: 2112.919189
	Iteration 8Q: 3 clusters Score -56135.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56141.726562 Penalty: 2112.919189
	Iteration 9Q: 3 clusters Score -56141.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56152.625000 Penalty: 2112.919189
	Iteration 10Q: 3 clusters Score -56152.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56163.859375 Penalty: 2112.919189
	Iteration 11Q: 3 clusters Score -56163.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56170.070312 Penalty: 2112.919189
	Iteration 12Q: 3 clusters Score -56170.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56171.101562 Penalty: 2112.919189
	Iteration 13Q: 3 clusters Score -56171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -56172.734375 Penalty: 2112.919189
	Iteration 14Q: 3 clusters Score -56172.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -56173.312500 Penalty: 2112.919189
	Iteration 15Q: 3 clusters Score -56173.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -56173.312500 Penalty: 2112.919189
	Iteration 16F: 3 clusters Score -56173.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -686664.312500 Penalty: 1430.751587
	Iteration 0F: 2 clusters Score -686664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -681640.750000 Penalty: 2861.503174
	Iteration 0F: 3 clusters Score -681640.8 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -683396.562500 Penalty: 2861.503174
	Iteration 1F: 3 clusters Score -683396.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -683793.125000 Penalty: 2861.503174
	Iteration 2F: 3 clusters Score -683793.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -684103.125000 Penalty: 2861.503174
	Iteration 3F: 3 clusters Score -684103.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -684439.750000 Penalty: 2861.503174
	Iteration 4F: 3 clusters Score -684439.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -684804.687500 Penalty: 2861.503174
	Iteration 5F: 3 clusters Score -684804.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -685125.937500 Penalty: 2861.503174
	Iteration 6F: 3 clusters Score -685125.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -685402.250000 Penalty: 2861.503174
	Iteration 7Q: 3 clusters Score -685402.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -685604.125000 Penalty: 2861.503174
	Iteration 8Q: 3 clusters Score -685604.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -685763.750000 Penalty: 2861.503174
	Iteration 9Q: 3 clusters Score -685763.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -685883.187500 Penalty: 2861.503174
	Iteration 10Q: 3 clusters Score -685883.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -685950.937500 Penalty: 2861.503174
	Iteration 11Q: 3 clusters Score -685950.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -686011.125000 Penalty: 2861.503174
	Iteration 12Q: 3 clusters Score -686011.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -686089.375000 Penalty: 2861.503174
	Iteration 13Q: 3 clusters Score -686089.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -686164.750000 Penalty: 2861.503174
	Iteration 14Q: 3 clusters Score -686164.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -686203.500000 Penalty: 2861.503174
	Iteration 15Q: 3 clusters Score -686203.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -686223.437500 Penalty: 2861.503174
	Iteration 16Q: 3 clusters Score -686223.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -686239.687500 Penalty: 2861.503174
	Iteration 17Q: 3 clusters Score -686239.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -686247.250000 Penalty: 2861.503174
	Iteration 18Q: 3 clusters Score -686247.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -686254.937500 Penalty: 2861.503174
	Iteration 19Q: 3 clusters Score -686254.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -686262.000000 Penalty: 2861.503174
	Iteration 20F: 3 clusters Score -686262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -686264.750000 Penalty: 2861.503174
	Iteration 21Q: 3 clusters Score -686264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -686267.375000 Penalty: 2861.503174
	Iteration 22Q: 3 clusters Score -686267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -686266.687500 Penalty: 2861.503174
	Iteration 23Q: 3 clusters Score -686266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -686268.125000 Penalty: 2861.503174
	Iteration 24Q: 3 clusters Score -686268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -686268.375000 Penalty: 2861.503174
	Iteration 25Q: 3 clusters Score -686268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -686270.375000 Penalty: 2861.503174
	Iteration 26Q: 3 clusters Score -686270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -686270.375000 Penalty: 2861.503174
	Iteration 27Q: 3 clusters Score -686270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -686271.375000 Penalty: 2861.503174
	Iteration 28Q: 3 clusters Score -686271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -686271.500000 Penalty: 2861.503174
	Iteration 29Q: 3 clusters Score -686271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -686271.500000 Penalty: 2861.503174
	Iteration 30F: 3 clusters Score -686271.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -210912.625000 Penalty: 1239.396851
	Iteration 0F: 2 clusters Score -210912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -208748.234375 Penalty: 2478.793701
	Iteration 0F: 3 clusters Score -208748.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -209219.671875 Penalty: 2478.793701
	Iteration 1F: 3 clusters Score -209219.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -209347.765625 Penalty: 2478.793701
	Iteration 2F: 3 clusters Score -209347.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -209411.343750 Penalty: 2478.793701
	Iteration 3Q: 3 clusters Score -209411.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -209462.406250 Penalty: 2478.793701
	Iteration 4Q: 3 clusters Score -209462.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -209498.515625 Penalty: 2478.793701
	Iteration 5Q: 3 clusters Score -209498.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -209537.031250 Penalty: 2478.793701
	Iteration 6Q: 3 clusters Score -209537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -209561.750000 Penalty: 2478.793701
	Iteration 7Q: 3 clusters Score -209561.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -209586.718750 Penalty: 2478.793701
	Iteration 8Q: 3 clusters Score -209586.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -209601.046875 Penalty: 2478.793701
	Iteration 9Q: 3 clusters Score -209601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -209613.234375 Penalty: 2478.793701
	Iteration 10Q: 3 clusters Score -209613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -209620.968750 Penalty: 2478.793701
	Iteration 11Q: 3 clusters Score -209621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -209629.390625 Penalty: 2478.793701
	Iteration 12Q: 3 clusters Score -209629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -209635.218750 Penalty: 2478.793701
	Iteration 13Q: 3 clusters Score -209635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -209640.781250 Penalty: 2478.793701
	Iteration 14Q: 3 clusters Score -209640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -209644.218750 Penalty: 2478.793701
	Iteration 15Q: 3 clusters Score -209644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -209648.125000 Penalty: 2478.793701
	Iteration 16Q: 3 clusters Score -209648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -209650.875000 Penalty: 2478.793701
	Iteration 17Q: 3 clusters Score -209650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -209653.250000 Penalty: 2478.793701
	Iteration 18Q: 3 clusters Score -209653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -209654.046875 Penalty: 2478.793701
	Iteration 19Q: 3 clusters Score -209654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -209654.359375 Penalty: 2478.793701
	Iteration 20F: 3 clusters Score -209654.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Entering Unmasked Estep 
Score: -1528980.625000 Penalty: 1551.612183
	Iteration 0F: 2 clusters Score -1528981 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 6967 members 
Entering Unmasked Estep 
Score: -1519181.875000 Penalty: 3103.224365
	Iteration 0F: 3 clusters Score -1519182 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1522535.250000 Penalty: 3103.224365
	Iteration 1F: 3 clusters Score -1522535 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1522863.625000 Penalty: 3103.224365
	Iteration 2F: 3 clusters Score -1522864 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1523163.250000 Penalty: 3103.224365
	Iteration 3F: 3 clusters Score -1523163 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1523487.375000 Penalty: 3103.224365
	Iteration 4Q: 3 clusters Score -1523487 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1523839.500000 Penalty: 3103.224365
	Iteration 5Q: 3 clusters Score -1523840 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1524279.000000 Penalty: 3103.224365
	Iteration 6F: 3 clusters Score -1524279 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1524788.250000 Penalty: 3103.224365
	Iteration 7F: 3 clusters Score -1524788 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1525354.125000 Penalty: 3103.224365
	Iteration 8F: 3 clusters Score -1525354 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1525919.625000 Penalty: 3103.224365
	Iteration 9F: 3 clusters Score -1525920 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1526455.125000 Penalty: 3103.224365
	Iteration 10Q: 3 clusters Score -1526455 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1526883.500000 Penalty: 3103.224365
	Iteration 11Q: 3 clusters Score -1526884 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1527172.375000 Penalty: 3103.224365
	Iteration 12Q: 3 clusters Score -1527172 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1527360.500000 Penalty: 3103.224365
	Iteration 13Q: 3 clusters Score -1527360 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1527476.875000 Penalty: 3103.224365
	Iteration 14Q: 3 clusters Score -1527477 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1527546.875000 Penalty: 3103.224365
	Iteration 15Q: 3 clusters Score -1527547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1527576.750000 Penalty: 3103.224365
	Iteration 16Q: 3 clusters Score -1527577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1527593.125000 Penalty: 3103.224365
	Iteration 17Q: 3 clusters Score -1527593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1527607.125000 Penalty: 3103.224365
	Iteration 18Q: 3 clusters Score -1527607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1527610.125000 Penalty: 3103.224365
	Iteration 19Q: 3 clusters Score -1527610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1527617.250000 Penalty: 3103.224365
	Iteration 20F: 3 clusters Score -1527617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1527618.375000 Penalty: 3103.224365
	Iteration 21Q: 3 clusters Score -1527618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1527620.625000 Penalty: 3103.224365
	Iteration 22Q: 3 clusters Score -1527621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1527620.625000 Penalty: 3103.224365
	Iteration 23F: 3 clusters Score -1527621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Entering Unmasked Estep 
Score: -2790075.750000 Penalty: 1657.661865
	Iteration 0F: 2 clusters Score -2790076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2771782.000000 Penalty: 3315.323730
	Iteration 0F: 3 clusters Score -2771782 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2778878.250000 Penalty: 3315.323730
	Iteration 1F: 3 clusters Score -2778878 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2779466.500000 Penalty: 3315.323730
	Iteration 2F: 3 clusters Score -2779466 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2780215.500000 Penalty: 3315.323730
	Iteration 3F: 3 clusters Score -2780216 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2781231.750000 Penalty: 3315.323730
	Iteration 4F: 3 clusters Score -2781232 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2782450.000000 Penalty: 3315.323730
	Iteration 5F: 3 clusters Score -2782450 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2783967.000000 Penalty: 3315.323730
	Iteration 6F: 3 clusters Score -2783967 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2785534.000000 Penalty: 3315.323730
	Iteration 7F: 3 clusters Score -2785534 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2786889.500000 Penalty: 3315.323730
	Iteration 8F: 3 clusters Score -2786890 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2787861.750000 Penalty: 3315.323730
	Iteration 9Q: 3 clusters Score -2787862 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2788437.750000 Penalty: 3315.323730
	Iteration 10Q: 3 clusters Score -2788438 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2788713.500000 Penalty: 3315.323730
	Iteration 11Q: 3 clusters Score -2788714 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2788885.250000 Penalty: 3315.323730
	Iteration 12Q: 3 clusters Score -2788885 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2789006.500000 Penalty: 3315.323730
	Iteration 13Q: 3 clusters Score -2789006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2789071.250000 Penalty: 3315.323730
	Iteration 14Q: 3 clusters Score -2789071 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2789103.750000 Penalty: 3315.323730
	Iteration 15Q: 3 clusters Score -2789104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2789137.250000 Penalty: 3315.323730
	Iteration 16Q: 3 clusters Score -2789137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2789150.500000 Penalty: 3315.323730
	Iteration 17Q: 3 clusters Score -2789150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2789171.250000 Penalty: 3315.323730
	Iteration 18Q: 3 clusters Score -2789171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2789170.250000 Penalty: 3315.323730
	Iteration 19Q: 3 clusters Score -2789170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2789172.250000 Penalty: 3315.323730
	Iteration 20F: 3 clusters Score -2789172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2789178.750000 Penalty: 3315.323730
	Iteration 21Q: 3 clusters Score -2789179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2789181.000000 Penalty: 3315.323730
	Iteration 22Q: 3 clusters Score -2789181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2789182.500000 Penalty: 3315.323730
	Iteration 23Q: 3 clusters Score -2789182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2789190.000000 Penalty: 3315.323730
	Iteration 24Q: 3 clusters Score -2789190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2789194.250000 Penalty: 3315.323730
	Iteration 25Q: 3 clusters Score -2789194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2789191.000000 Penalty: 3315.323730
	Iteration 26Q: 3 clusters Score -2789191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2789195.000000 Penalty: 3315.323730
	Iteration 27Q: 3 clusters Score -2789195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2789198.750000 Penalty: 3315.323730
	Iteration 28Q: 3 clusters Score -2789199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2789212.250000 Penalty: 3315.323730
	Iteration 29Q: 3 clusters Score -2789212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2789222.750000 Penalty: 3315.323730
	Iteration 30Q: 3 clusters Score -2789223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2789222.500000 Penalty: 3315.323730
	Iteration 31Q: 3 clusters Score -2789222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2789224.000000 Penalty: 3315.323730
	Iteration 32Q: 3 clusters Score -2789224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2789224.500000 Penalty: 3315.323730
	Iteration 33Q: 3 clusters Score -2789224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2789225.500000 Penalty: 3315.323730
	Iteration 34Q: 3 clusters Score -2789226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2789235.750000 Penalty: 3315.323730
	Iteration 35Q: 3 clusters Score -2789236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2789245.500000 Penalty: 3315.323730
	Iteration 36Q: 3 clusters Score -2789246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2789247.500000 Penalty: 3315.323730
	Iteration 37Q: 3 clusters Score -2789248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2789247.500000 Penalty: 3315.323730
	Iteration 38Q: 3 clusters Score -2789248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2789247.250000 Penalty: 3315.323730
	Iteration 39Q: 3 clusters Score -2789247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2789247.000000 Penalty: 3315.323730
	Iteration 40F: 3 clusters Score -2789247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2789248.250000 Penalty: 3315.323730
	Iteration 41Q: 3 clusters Score -2789248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2789255.250000 Penalty: 3315.323730
	Iteration 42Q: 3 clusters Score -2789255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2789259.000000 Penalty: 3315.323730
	Iteration 43Q: 3 clusters Score -2789259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2789259.000000 Penalty: 3315.323730
	Iteration 44Q: 3 clusters Score -2789259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2789266.000000 Penalty: 3315.323730
	Iteration 45Q: 3 clusters Score -2789266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2789260.750000 Penalty: 3315.323730
	Iteration 46Q: 3 clusters Score -2789261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2789266.750000 Penalty: 3315.323730
	Iteration 47Q: 3 clusters Score -2789267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2789266.500000 Penalty: 3315.323730
	Iteration 48Q: 3 clusters Score -2789266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2789269.750000 Penalty: 3315.323730
	Iteration 49Q: 3 clusters Score -2789270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2789270.750000 Penalty: 3315.323730
	Iteration 50Q: 3 clusters Score -2789271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2789270.750000 Penalty: 3315.323730
	Iteration 51Q: 3 clusters Score -2789271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2789271.500000 Penalty: 3315.323730
	Iteration 52Q: 3 clusters Score -2789272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2789268.750000 Penalty: 3315.323730
	Iteration 53Q: 3 clusters Score -2789269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2789268.250000 Penalty: 3315.323730
	Iteration 54Q: 3 clusters Score -2789268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2789266.000000 Penalty: 3315.323730
	Iteration 55Q: 3 clusters Score -2789266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2789268.000000 Penalty: 3315.323730
	Iteration 56Q: 3 clusters Score -2789268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2789269.500000 Penalty: 3315.323730
	Iteration 57Q: 3 clusters Score -2789270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2789271.750000 Penalty: 3315.323730
	Iteration 58Q: 3 clusters Score -2789272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2789271.250000 Penalty: 3315.323730
	Iteration 59Q: 3 clusters Score -2789271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2789272.250000 Penalty: 3315.323730
	Iteration 60F: 3 clusters Score -2789272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2789273.500000 Penalty: 3315.323730
	Iteration 61Q: 3 clusters Score -2789274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2789278.250000 Penalty: 3315.323730
	Iteration 62Q: 3 clusters Score -2789278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2789274.750000 Penalty: 3315.323730
	Iteration 63Q: 3 clusters Score -2789275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2789274.750000 Penalty: 3315.323730
	Iteration 64Q: 3 clusters Score -2789275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2789273.250000 Penalty: 3315.323730
	Iteration 65Q: 3 clusters Score -2789273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2789273.250000 Penalty: 3315.323730
	Iteration 66Q: 3 clusters Score -2789273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2789277.500000 Penalty: 3315.323730
	Iteration 67Q: 3 clusters Score -2789278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2789278.500000 Penalty: 3315.323730
	Iteration 68Q: 3 clusters Score -2789278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2789277.500000 Penalty: 3315.323730
	Iteration 69Q: 3 clusters Score -2789278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2789277.500000 Penalty: 3315.323730
	Iteration 70F: 3 clusters Score -2789278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -142973.859375 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -142973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141245.562500 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -141245.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -141602.218750 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -141602.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141720.640625 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -141720.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141797.765625 Penalty: 2374.186279
	Iteration 3F: 3 clusters Score -141797.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141839.000000 Penalty: 2374.186279
	Iteration 4Q: 3 clusters Score -141839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -141872.484375 Penalty: 2374.186279
	Iteration 5Q: 3 clusters Score -141872.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -141894.531250 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -141894.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -141912.218750 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -141912.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -141929.781250 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -141929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -141941.296875 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -141941.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141951.093750 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -141951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141958.734375 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -141958.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141963.656250 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -141963.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -141966.046875 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -141966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -141968.484375 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -141968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -141969.578125 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -141969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -141969.578125 Penalty: 2374.186279
	Iteration 16F: 3 clusters Score -141969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12592.758789 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -12592.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11887.918945 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -11887.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12017.789062 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -12017.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12097.620117 Penalty: 1718.686768
	Iteration 2Q: 3 clusters Score -12097.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12132.462891 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -12132.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12143.709961 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -12143.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12143.709961 Penalty: 1718.686768
	Iteration 5F: 3 clusters Score -12143.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (180025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180025 members 
Entering Unmasked Estep 
Score: -19487378.000000 Penalty: 1966.388306
	Iteration 0F: 2 clusters Score -1.948738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -19388838.000000 Penalty: 3932.776611
	Iteration 0F: 3 clusters Score -1.938884e+07 nChanged 86846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -19440256.000000 Penalty: 3932.776611
	Iteration 1F: 3 clusters Score -1.944026e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93099 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -19441306.000000 Penalty: 3932.776611
	Iteration 2Q: 3 clusters Score -1.944131e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -19442758.000000 Penalty: 3932.776611
	Iteration 3Q: 3 clusters Score -1.944276e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -19445382.000000 Penalty: 3932.776611
	Iteration 4Q: 3 clusters Score -1.944538e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -19449102.000000 Penalty: 3932.776611
	Iteration 5F: 3 clusters Score -1.94491e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111740 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -19453794.000000 Penalty: 3932.776611
	Iteration 6F: 3 clusters Score -1.945379e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118945 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -19459046.000000 Penalty: 3932.776611
	Iteration 7F: 3 clusters Score -1.945905e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -19464300.000000 Penalty: 3932.776611
	Iteration 8F: 3 clusters Score -1.94643e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130430 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -19469730.000000 Penalty: 3932.776611
	Iteration 9F: 3 clusters Score -1.946973e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134173 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -19475286.000000 Penalty: 3932.776611
	Iteration 10Q: 3 clusters Score -1.947529e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136564 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -19480108.000000 Penalty: 3932.776611
	Iteration 11Q: 3 clusters Score -1.948011e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -19482932.000000 Penalty: 3932.776611
	Iteration 12Q: 3 clusters Score -1.948293e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139418 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -19484364.000000 Penalty: 3932.776611
	Iteration 13Q: 3 clusters Score -1.948436e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -19485254.000000 Penalty: 3932.776611
	Iteration 14Q: 3 clusters Score -1.948525e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -19486090.000000 Penalty: 3932.776611
	Iteration 15Q: 3 clusters Score -1.948609e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -19486840.000000 Penalty: 3932.776611
	Iteration 16Q: 3 clusters Score -1.948684e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145887 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -19487650.000000 Penalty: 3932.776611
	Iteration 17Q: 3 clusters Score -1.948765e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -19488350.000000 Penalty: 3932.776611
	Iteration 18Q: 3 clusters Score -1.948835e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149519 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -19489032.000000 Penalty: 3932.776611
	Iteration 19Q: 3 clusters Score -1.948903e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -19489632.000000 Penalty: 3932.776611
	Iteration 20F: 3 clusters Score -1.948963e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153321 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -19490368.000000 Penalty: 3932.776611
	Iteration 21Q: 3 clusters Score -1.949037e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -19490782.000000 Penalty: 3932.776611
	Iteration 22Q: 3 clusters Score -1.949078e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157099 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -19491250.000000 Penalty: 3932.776611
	Iteration 23Q: 3 clusters Score -1.949125e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -19491646.000000 Penalty: 3932.776611
	Iteration 24Q: 3 clusters Score -1.949165e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160578 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -19491896.000000 Penalty: 3932.776611
	Iteration 25Q: 3 clusters Score -1.94919e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -19492060.000000 Penalty: 3932.776611
	Iteration 26Q: 3 clusters Score -1.949206e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163560 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -19492386.000000 Penalty: 3932.776611
	Iteration 27Q: 3 clusters Score -1.949239e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -19492454.000000 Penalty: 3932.776611
	Iteration 28Q: 3 clusters Score -1.949245e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166160 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -19492564.000000 Penalty: 3932.776611
	Iteration 29Q: 3 clusters Score -1.949256e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167360 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -19492606.000000 Penalty: 3932.776611
	Iteration 30Q: 3 clusters Score -1.949261e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168485 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -19492678.000000 Penalty: 3932.776611
	Iteration 31Q: 3 clusters Score -1.949268e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -19492428.000000 Penalty: 3932.776611
	Iteration 32Q: 3 clusters Score -1.949243e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170427 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -19492146.000000 Penalty: 3932.776611
	Iteration 33Q: 3 clusters Score -1.949215e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -19491886.000000 Penalty: 3932.776611
	Iteration 34Q: 3 clusters Score -1.949189e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -19491682.000000 Penalty: 3932.776611
	Iteration 35Q: 3 clusters Score -1.949168e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -19491510.000000 Penalty: 3932.776611
	Iteration 36Q: 3 clusters Score -1.949151e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173242 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -19491284.000000 Penalty: 3932.776611
	Iteration 37Q: 3 clusters Score -1.949128e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -19491178.000000 Penalty: 3932.776611
	Iteration 38Q: 3 clusters Score -1.949118e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -19490958.000000 Penalty: 3932.776611
	Iteration 39Q: 3 clusters Score -1.949096e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174628 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -19490602.000000 Penalty: 3932.776611
	Iteration 40F: 3 clusters Score -1.94906e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -19490270.000000 Penalty: 3932.776611
	Iteration 41Q: 3 clusters Score -1.949027e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175324 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -19490060.000000 Penalty: 3932.776611
	Iteration 42Q: 3 clusters Score -1.949006e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175650 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -19489810.000000 Penalty: 3932.776611
	Iteration 43Q: 3 clusters Score -1.948981e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -19489588.000000 Penalty: 3932.776611
	Iteration 44Q: 3 clusters Score -1.948959e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -19489364.000000 Penalty: 3932.776611
	Iteration 45Q: 3 clusters Score -1.948936e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -19489166.000000 Penalty: 3932.776611
	Iteration 46Q: 3 clusters Score -1.948917e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176601 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -19488946.000000 Penalty: 3932.776611
	Iteration 47Q: 3 clusters Score -1.948895e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176770 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -19488738.000000 Penalty: 3932.776611
	Iteration 48Q: 3 clusters Score -1.948874e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176938 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19488600.000000 Penalty: 3932.776611
	Iteration 49Q: 3 clusters Score -1.94886e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177071 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -19488452.000000 Penalty: 3932.776611
	Iteration 50Q: 3 clusters Score -1.948845e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177182 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -19488348.000000 Penalty: 3932.776611
	Iteration 51Q: 3 clusters Score -1.948835e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177271 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -19488232.000000 Penalty: 3932.776611
	Iteration 52Q: 3 clusters Score -1.948823e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -19488182.000000 Penalty: 3932.776611
	Iteration 53Q: 3 clusters Score -1.948818e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -19488110.000000 Penalty: 3932.776611
	Iteration 54Q: 3 clusters Score -1.948811e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -19488018.000000 Penalty: 3932.776611
	Iteration 55Q: 3 clusters Score -1.948802e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177571 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -19487992.000000 Penalty: 3932.776611
	Iteration 56Q: 3 clusters Score -1.948799e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19487892.000000 Penalty: 3932.776611
	Iteration 57Q: 3 clusters Score -1.948789e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177775 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19487784.000000 Penalty: 3932.776611
	Iteration 58Q: 3 clusters Score -1.948778e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -19487724.000000 Penalty: 3932.776611
	Iteration 59Q: 3 clusters Score -1.948772e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177947 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19487636.000000 Penalty: 3932.776611
	Iteration 60F: 3 clusters Score -1.948764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178008 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19487590.000000 Penalty: 3932.776611
	Iteration 61Q: 3 clusters Score -1.948759e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178081 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19487508.000000 Penalty: 3932.776611
	Iteration 62Q: 3 clusters Score -1.948751e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -19487420.000000 Penalty: 3932.776611
	Iteration 63Q: 3 clusters Score -1.948742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178203 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19487342.000000 Penalty: 3932.776611
	Iteration 64Q: 3 clusters Score -1.948734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178263 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -19487296.000000 Penalty: 3932.776611
	Iteration 65Q: 3 clusters Score -1.94873e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19487260.000000 Penalty: 3932.776611
	Iteration 66Q: 3 clusters Score -1.948726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178384 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19487212.000000 Penalty: 3932.776611
	Iteration 67Q: 3 clusters Score -1.948721e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178435 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19487162.000000 Penalty: 3932.776611
	Iteration 68Q: 3 clusters Score -1.948716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178473 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19487142.000000 Penalty: 3932.776611
	Iteration 69Q: 3 clusters Score -1.948714e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19487074.000000 Penalty: 3932.776611
	Iteration 70Q: 3 clusters Score -1.948707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178554 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19487072.000000 Penalty: 3932.776611
	Iteration 71Q: 3 clusters Score -1.948707e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178579 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19487044.000000 Penalty: 3932.776611
	Iteration 72Q: 3 clusters Score -1.948704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178598 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19487018.000000 Penalty: 3932.776611
	Iteration 73Q: 3 clusters Score -1.948702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178620 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19487014.000000 Penalty: 3932.776611
	Iteration 74Q: 3 clusters Score -1.948701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178638 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -19487008.000000 Penalty: 3932.776611
	Iteration 75Q: 3 clusters Score -1.948701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178663 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19486974.000000 Penalty: 3932.776611
	Iteration 76Q: 3 clusters Score -1.948697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -19486944.000000 Penalty: 3932.776611
	Iteration 77Q: 3 clusters Score -1.948694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178722 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19486898.000000 Penalty: 3932.776611
	Iteration 78Q: 3 clusters Score -1.94869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19486858.000000 Penalty: 3932.776611
	Iteration 79Q: 3 clusters Score -1.948686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178777 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19486836.000000 Penalty: 3932.776611
	Iteration 80F: 3 clusters Score -1.948684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178811 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -19486778.000000 Penalty: 3932.776611
	Iteration 81Q: 3 clusters Score -1.948678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178831 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -19486772.000000 Penalty: 3932.776611
	Iteration 82Q: 3 clusters Score -1.948677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19486764.000000 Penalty: 3932.776611
	Iteration 83Q: 3 clusters Score -1.948676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178883 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19486756.000000 Penalty: 3932.776611
	Iteration 84Q: 3 clusters Score -1.948676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -19486728.000000 Penalty: 3932.776611
	Iteration 85Q: 3 clusters Score -1.948673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178928 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19486690.000000 Penalty: 3932.776611
	Iteration 86Q: 3 clusters Score -1.948669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19486692.000000 Penalty: 3932.776611
	Iteration 87Q: 3 clusters Score -1.948669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178956 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19486692.000000 Penalty: 3932.776611
	Iteration 88Q: 3 clusters Score -1.948669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178978 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19486666.000000 Penalty: 3932.776611
	Iteration 89Q: 3 clusters Score -1.948667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19486642.000000 Penalty: 3932.776611
	Iteration 90Q: 3 clusters Score -1.948664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179008 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19486628.000000 Penalty: 3932.776611
	Iteration 91Q: 3 clusters Score -1.948663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179015 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19486640.000000 Penalty: 3932.776611
	Iteration 92Q: 3 clusters Score -1.948664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19486644.000000 Penalty: 3932.776611
	Iteration 93Q: 3 clusters Score -1.948664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19486628.000000 Penalty: 3932.776611
	Iteration 94Q: 3 clusters Score -1.948663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179044 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19486614.000000 Penalty: 3932.776611
	Iteration 95Q: 3 clusters Score -1.948661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179056 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19486616.000000 Penalty: 3932.776611
	Iteration 96Q: 3 clusters Score -1.948662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179070 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19486614.000000 Penalty: 3932.776611
	Iteration 97Q: 3 clusters Score -1.948661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179086 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19486594.000000 Penalty: 3932.776611
	Iteration 98Q: 3 clusters Score -1.948659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179098 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19486582.000000 Penalty: 3932.776611
	Iteration 99Q: 3 clusters Score -1.948658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -19486570.000000 Penalty: 3932.776611
	Iteration 100F: 3 clusters Score -1.948657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179120 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19486574.000000 Penalty: 3932.776611
	Iteration 101Q: 3 clusters Score -1.948657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179137 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -19486558.000000 Penalty: 3932.776611
	Iteration 102Q: 3 clusters Score -1.948656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179157 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -19486532.000000 Penalty: 3932.776611
	Iteration 103Q: 3 clusters Score -1.948653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19486546.000000 Penalty: 3932.776611
	Iteration 104Q: 3 clusters Score -1.948655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179188 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19486542.000000 Penalty: 3932.776611
	Iteration 105Q: 3 clusters Score -1.948654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179203 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19486548.000000 Penalty: 3932.776611
	Iteration 106Q: 3 clusters Score -1.948655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179215 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19486562.000000 Penalty: 3932.776611
	Iteration 107Q: 3 clusters Score -1.948656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179226 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19486530.000000 Penalty: 3932.776611
	Iteration 108Q: 3 clusters Score -1.948653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19486528.000000 Penalty: 3932.776611
	Iteration 109Q: 3 clusters Score -1.948653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -19486528.000000 Penalty: 3932.776611
	Iteration 110Q: 3 clusters Score -1.948653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19486528.000000 Penalty: 3932.776611
	Iteration 111Q: 3 clusters Score -1.948653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179264 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19486530.000000 Penalty: 3932.776611
	Iteration 112Q: 3 clusters Score -1.948653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179269 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19486528.000000 Penalty: 3932.776611
	Iteration 113Q: 3 clusters Score -1.948653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179274 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -19486532.000000 Penalty: 3932.776611
	Iteration 114Q: 3 clusters Score -1.948653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19486536.000000 Penalty: 3932.776611
	Iteration 115Q: 3 clusters Score -1.948654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -19486528.000000 Penalty: 3932.776611
	Iteration 116Q: 3 clusters Score -1.948653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179297 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -19486534.000000 Penalty: 3932.776611
	Iteration 117Q: 3 clusters Score -1.948653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179309 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19486534.000000 Penalty: 3932.776611
	Iteration 118Q: 3 clusters Score -1.948653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179318 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -19486536.000000 Penalty: 3932.776611
	Iteration 119Q: 3 clusters Score -1.948654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179328 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -19486530.000000 Penalty: 3932.776611
	Iteration 120F: 3 clusters Score -1.948653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179334 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19486532.000000 Penalty: 3932.776611
	Iteration 121Q: 3 clusters Score -1.948653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179340 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19486518.000000 Penalty: 3932.776611
	Iteration 122Q: 3 clusters Score -1.948652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179344 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -19486516.000000 Penalty: 3932.776611
	Iteration 123Q: 3 clusters Score -1.948652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179348 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19486526.000000 Penalty: 3932.776611
	Iteration 124Q: 3 clusters Score -1.948653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179352 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19486520.000000 Penalty: 3932.776611
	Iteration 125Q: 3 clusters Score -1.948652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179355 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -19486510.000000 Penalty: 3932.776611
	Iteration 126Q: 3 clusters Score -1.948651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179355 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -19486510.000000 Penalty: 3932.776611
	Iteration 127F: 3 clusters Score -1.948651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -877815.687500 Penalty: 1466.714722
	Iteration 0F: 2 clusters Score -877815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -871799.250000 Penalty: 2933.429443
	Iteration 0F: 3 clusters Score -871799.2 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -873617.000000 Penalty: 2933.429443
	Iteration 1F: 3 clusters Score -873617 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -873790.250000 Penalty: 2933.429443
	Iteration 2F: 3 clusters Score -873790.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -873903.125000 Penalty: 2933.429443
	Iteration 3Q: 3 clusters Score -873903.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -874000.625000 Penalty: 2933.429443
	Iteration 4Q: 3 clusters Score -874000.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -874106.750000 Penalty: 2933.429443
	Iteration 5Q: 3 clusters Score -874106.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -874211.937500 Penalty: 2933.429443
	Iteration 6Q: 3 clusters Score -874211.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -874338.687500 Penalty: 2933.429443
	Iteration 7Q: 3 clusters Score -874338.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -874503.437500 Penalty: 2933.429443
	Iteration 8Q: 3 clusters Score -874503.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -874732.312500 Penalty: 2933.429443
	Iteration 9Q: 3 clusters Score -874732.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -875018.312500 Penalty: 2933.429443
	Iteration 10F: 3 clusters Score -875018.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -875334.625000 Penalty: 2933.429443
	Iteration 11F: 3 clusters Score -875334.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -875617.125000 Penalty: 2933.429443
	Iteration 12Q: 3 clusters Score -875617.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -875870.437500 Penalty: 2933.429443
	Iteration 13Q: 3 clusters Score -875870.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -876069.937500 Penalty: 2933.429443
	Iteration 14Q: 3 clusters Score -876069.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -876217.500000 Penalty: 2933.429443
	Iteration 15Q: 3 clusters Score -876217.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -876324.625000 Penalty: 2933.429443
	Iteration 16Q: 3 clusters Score -876324.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -876405.062500 Penalty: 2933.429443
	Iteration 17Q: 3 clusters Score -876405.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -876474.562500 Penalty: 2933.429443
	Iteration 18Q: 3 clusters Score -876474.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -876528.937500 Penalty: 2933.429443
	Iteration 19Q: 3 clusters Score -876528.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -876562.125000 Penalty: 2933.429443
	Iteration 20F: 3 clusters Score -876562.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -876589.437500 Penalty: 2933.429443
	Iteration 21Q: 3 clusters Score -876589.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -876616.375000 Penalty: 2933.429443
	Iteration 22Q: 3 clusters Score -876616.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -876632.937500 Penalty: 2933.429443
	Iteration 23Q: 3 clusters Score -876632.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -876649.875000 Penalty: 2933.429443
	Iteration 24Q: 3 clusters Score -876649.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -876664.125000 Penalty: 2933.429443
	Iteration 25Q: 3 clusters Score -876664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -876670.125000 Penalty: 2933.429443
	Iteration 26Q: 3 clusters Score -876670.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -876676.062500 Penalty: 2933.429443
	Iteration 27Q: 3 clusters Score -876676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -876679.437500 Penalty: 2933.429443
	Iteration 28Q: 3 clusters Score -876679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -876680.937500 Penalty: 2933.429443
	Iteration 29Q: 3 clusters Score -876680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -876683.312500 Penalty: 2933.429443
	Iteration 30Q: 3 clusters Score -876683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -876684.375000 Penalty: 2933.429443
	Iteration 31Q: 3 clusters Score -876684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -876685.750000 Penalty: 2933.429443
	Iteration 32Q: 3 clusters Score -876685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -876685.750000 Penalty: 2933.429443
	Iteration 33F: 3 clusters Score -876685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -337094.406250 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -337094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -334123.593750 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -334123.6 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -335037.187500 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -335037.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -335341.093750 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -335341.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -335549.000000 Penalty: 2648.432861
	Iteration 3F: 3 clusters Score -335549 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -335705.312500 Penalty: 2648.432861
	Iteration 4F: 3 clusters Score -335705.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -335852.218750 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -335852.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -335995.531250 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -335995.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -336114.218750 Penalty: 2648.432861
	Iteration 7Q: 3 clusters Score -336114.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -336230.625000 Penalty: 2648.432861
	Iteration 8Q: 3 clusters Score -336230.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -336313.500000 Penalty: 2648.432861
	Iteration 9Q: 3 clusters Score -336313.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -336354.000000 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -336354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -336384.687500 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -336384.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -336403.875000 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -336403.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -336414.968750 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -336415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -336424.250000 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -336424.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -336432.093750 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -336432.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -336440.031250 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -336440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -336446.656250 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -336446.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -336452.562500 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -336452.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -336458.000000 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -336458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -336461.156250 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -336461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -336467.250000 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -336467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -336476.062500 Penalty: 2648.432861
	Iteration 22Q: 3 clusters Score -336476.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -336487.218750 Penalty: 2648.432861
	Iteration 23Q: 3 clusters Score -336487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -336497.687500 Penalty: 2648.432861
	Iteration 24Q: 3 clusters Score -336497.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -336510.093750 Penalty: 2648.432861
	Iteration 25Q: 3 clusters Score -336510.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -336538.937500 Penalty: 2648.432861
	Iteration 26Q: 3 clusters Score -336538.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -336561.250000 Penalty: 2648.432861
	Iteration 27Q: 3 clusters Score -336561.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -336578.500000 Penalty: 2648.432861
	Iteration 28Q: 3 clusters Score -336578.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -336585.062500 Penalty: 2648.432861
	Iteration 29Q: 3 clusters Score -336585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -336593.156250 Penalty: 2648.432861
	Iteration 30Q: 3 clusters Score -336593.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -336602.687500 Penalty: 2648.432861
	Iteration 31Q: 3 clusters Score -336602.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -336610.281250 Penalty: 2648.432861
	Iteration 32Q: 3 clusters Score -336610.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -336616.781250 Penalty: 2648.432861
	Iteration 33Q: 3 clusters Score -336616.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -336620.562500 Penalty: 2648.432861
	Iteration 34Q: 3 clusters Score -336620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -336624.125000 Penalty: 2648.432861
	Iteration 35Q: 3 clusters Score -336624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -336626.843750 Penalty: 2648.432861
	Iteration 36Q: 3 clusters Score -336626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -336627.843750 Penalty: 2648.432861
	Iteration 37Q: 3 clusters Score -336627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -336628.968750 Penalty: 2648.432861
	Iteration 38Q: 3 clusters Score -336629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -336629.968750 Penalty: 2648.432861
	Iteration 39Q: 3 clusters Score -336630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -336630.468750 Penalty: 2648.432861
	Iteration 40F: 3 clusters Score -336630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -336631.156250 Penalty: 2648.432861
	Iteration 41Q: 3 clusters Score -336631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -336631.125000 Penalty: 2648.432861
	Iteration 42Q: 3 clusters Score -336631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -336631.343750 Penalty: 2648.432861
	Iteration 43Q: 3 clusters Score -336631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -336633.250000 Penalty: 2648.432861
	Iteration 44Q: 3 clusters Score -336633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -336634.000000 Penalty: 2648.432861
	Iteration 45Q: 3 clusters Score -336634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -336635.406250 Penalty: 2648.432861
	Iteration 46Q: 3 clusters Score -336635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -336635.406250 Penalty: 2648.432861
	Iteration 47Q: 3 clusters Score -336635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -336635.875000 Penalty: 2648.432861
	Iteration 48Q: 3 clusters Score -336635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -336635.875000 Penalty: 2648.432861
	Iteration 49F: 3 clusters Score -336635.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -64886.460938 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -64886.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63636.621094 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -63636.62 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63866.910156 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -63866.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -63938.847656 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -63938.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63962.898438 Penalty: 2153.683105
	Iteration 3Q: 3 clusters Score -63962.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63990.609375 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -63990.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64013.675781 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -64013.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64050.617188 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -64050.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64092.585938 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -64092.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64131.332031 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -64131.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64154.242188 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -64154.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64180.179688 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -64180.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64207.457031 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -64207.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64234.378906 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -64234.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64256.835938 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -64256.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64278.226562 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -64278.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64296.980469 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -64296.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64325.937500 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -64325.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64357.277344 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -64357.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64397.066406 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -64397.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64415.769531 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -64415.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64438.734375 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -64438.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64451.003906 Penalty: 2153.683105
	Iteration 21Q: 3 clusters Score -64451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64460.066406 Penalty: 2153.683105
	Iteration 22Q: 3 clusters Score -64460.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64471.375000 Penalty: 2153.683105
	Iteration 23Q: 3 clusters Score -64471.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64477.308594 Penalty: 2153.683105
	Iteration 24Q: 3 clusters Score -64477.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64479.792969 Penalty: 2153.683105
	Iteration 25Q: 3 clusters Score -64479.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64481.476562 Penalty: 2153.683105
	Iteration 26Q: 3 clusters Score -64481.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64482.812500 Penalty: 2153.683105
	Iteration 27Q: 3 clusters Score -64482.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64482.812500 Penalty: 2153.683105
	Iteration 28F: 3 clusters Score -64482.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -144326.890625 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -144326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142608.562500 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -142608.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -142908.281250 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -142908.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142997.218750 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -142997.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -143051.546875 Penalty: 2353.676758
	Iteration 3F: 3 clusters Score -143051.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -143076.062500 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -143076.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -143092.421875 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -143092.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -143108.328125 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -143108.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -143119.187500 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -143119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -143128.015625 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -143128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -143138.109375 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -143138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -143142.109375 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -143142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143146.296875 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -143146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -143147.781250 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -143147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -143148.109375 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -143148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -143148.437500 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -143148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -143148.796875 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -143148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -143149.015625 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -143149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -143149.015625 Penalty: 2353.676758
	Iteration 17F: 3 clusters Score -143149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -181250.421875 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -181250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179356.000000 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -179356 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179761.687500 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -179761.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179953.640625 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -179953.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -180123.671875 Penalty: 2422.595947
	Iteration 3F: 3 clusters Score -180123.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -180235.562500 Penalty: 2422.595947
	Iteration 4F: 3 clusters Score -180235.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -180301.031250 Penalty: 2422.595947
	Iteration 5Q: 3 clusters Score -180301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180338.156250 Penalty: 2422.595947
	Iteration 6Q: 3 clusters Score -180338.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -180356.265625 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -180356.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -180366.062500 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -180366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -180369.218750 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -180369.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -180373.250000 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -180373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -180376.953125 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -180377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -180383.640625 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -180383.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -180391.562500 Penalty: 2422.595947
	Iteration 13Q: 3 clusters Score -180391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -180399.265625 Penalty: 2422.595947
	Iteration 14Q: 3 clusters Score -180399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -180402.250000 Penalty: 2422.595947
	Iteration 15Q: 3 clusters Score -180402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -180403.718750 Penalty: 2422.595947
	Iteration 16Q: 3 clusters Score -180403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -180404.359375 Penalty: 2422.595947
	Iteration 17Q: 3 clusters Score -180404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -180405.843750 Penalty: 2422.595947
	Iteration 18Q: 3 clusters Score -180405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -180408.000000 Penalty: 2422.595947
	Iteration 19Q: 3 clusters Score -180408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -180409.093750 Penalty: 2422.595947
	Iteration 20F: 3 clusters Score -180409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -180409.968750 Penalty: 2422.595947
	Iteration 21Q: 3 clusters Score -180410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -180411.109375 Penalty: 2422.595947
	Iteration 22Q: 3 clusters Score -180411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -180411.109375 Penalty: 2422.595947
	Iteration 23F: 3 clusters Score -180411.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (103900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Entering Unmasked Estep 
Score: -11143151.000000 Penalty: 1877.067383
	Iteration 0F: 2 clusters Score -1.114315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -11074064.000000 Penalty: 3754.134766
	Iteration 0F: 3 clusters Score -1.107406e+07 nChanged 49672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -11103276.000000 Penalty: 3754.134766
	Iteration 1F: 3 clusters Score -1.110328e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -11104774.000000 Penalty: 3754.134766
	Iteration 2Q: 3 clusters Score -1.110477e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -11107207.000000 Penalty: 3754.134766
	Iteration 3F: 3 clusters Score -1.110721e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -11111615.000000 Penalty: 3754.134766
	Iteration 4F: 3 clusters Score -1.111162e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -11118250.000000 Penalty: 3754.134766
	Iteration 5F: 3 clusters Score -1.111825e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -11126225.000000 Penalty: 3754.134766
	Iteration 6F: 3 clusters Score -1.112622e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -11133234.000000 Penalty: 3754.134766
	Iteration 7F: 3 clusters Score -1.113323e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -11137822.000000 Penalty: 3754.134766
	Iteration 8Q: 3 clusters Score -1.113782e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11140140.000000 Penalty: 3754.134766
	Iteration 9Q: 3 clusters Score -1.114014e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103386 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11141015.000000 Penalty: 3754.134766
	Iteration 10Q: 3 clusters Score -1.114102e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11141234.000000 Penalty: 3754.134766
	Iteration 11Q: 3 clusters Score -1.114123e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11141306.000000 Penalty: 3754.134766
	Iteration 12Q: 3 clusters Score -1.114131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11141347.000000 Penalty: 3754.134766
	Iteration 13Q: 3 clusters Score -1.114135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11141358.000000 Penalty: 3754.134766
	Iteration 14Q: 3 clusters Score -1.114136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11141388.000000 Penalty: 3754.134766
	Iteration 15Q: 3 clusters Score -1.114139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11141421.000000 Penalty: 3754.134766
	Iteration 16Q: 3 clusters Score -1.114142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11141430.000000 Penalty: 3754.134766
	Iteration 17Q: 3 clusters Score -1.114143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11141437.000000 Penalty: 3754.134766
	Iteration 18Q: 3 clusters Score -1.114144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103740 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11141440.000000 Penalty: 3754.134766
	Iteration 19Q: 3 clusters Score -1.114144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11141442.000000 Penalty: 3754.134766
	Iteration 20F: 3 clusters Score -1.114144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11141448.000000 Penalty: 3754.134766
	Iteration 21Q: 3 clusters Score -1.114145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11141446.000000 Penalty: 3754.134766
	Iteration 22Q: 3 clusters Score -1.114145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11141451.000000 Penalty: 3754.134766
	Iteration 23Q: 3 clusters Score -1.114145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11141452.000000 Penalty: 3754.134766
	Iteration 24Q: 3 clusters Score -1.114145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11141454.000000 Penalty: 3754.134766
	Iteration 25Q: 3 clusters Score -1.114145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11141451.000000 Penalty: 3754.134766
	Iteration 26Q: 3 clusters Score -1.114145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11141451.000000 Penalty: 3754.134766
	Iteration 27Q: 3 clusters Score -1.114145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11141457.000000 Penalty: 3754.134766
	Iteration 28Q: 3 clusters Score -1.114146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11141455.000000 Penalty: 3754.134766
	Iteration 29Q: 3 clusters Score -1.114146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11141457.000000 Penalty: 3754.134766
	Iteration 30Q: 3 clusters Score -1.114146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11141457.000000 Penalty: 3754.134766
	Iteration 31F: 3 clusters Score -1.114146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -28417.396484 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -28417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27576.925781 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -27576.93 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27836.548828 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -27836.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28076.171875 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -28076.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28152.757812 Penalty: 1901.030518
	Iteration 3F: 3 clusters Score -28152.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28207.849609 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -28207.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28254.064453 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -28254.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28281.535156 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -28281.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28385.105469 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -28385.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28406.158203 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -28406.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -28408.046875 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -28408.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -28409.843750 Penalty: 1901.030518
	Iteration 10F: 3 clusters Score -28409.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28415.257812 Penalty: 1901.030518
	Iteration 11Q: 3 clusters Score -28415.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -28419.392578 Penalty: 1901.030518
	Iteration 12Q: 3 clusters Score -28419.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28422.289062 Penalty: 1901.030518
	Iteration 13Q: 3 clusters Score -28422.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28428.318359 Penalty: 1901.030518
	Iteration 14Q: 3 clusters Score -28428.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28430.855469 Penalty: 1901.030518
	Iteration 15Q: 3 clusters Score -28430.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28430.855469 Penalty: 1901.030518
	Iteration 16F: 3 clusters Score -28430.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15048 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119666 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170705 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87911 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18671 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 35421 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14022 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180025 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103900 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 59031 members 
Mstep: Class 39 contains 13496 members 
Mstep: Class 40 contains 10974 members 
Mstep: Class 41 contains 81 members 
Entering Unmasked Estep 
Score: -101028424.000000 Penalty: 91867.312500
Splitting cluster 37 changes total score from -101026040.000000 to -101028424.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 38 (59031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Entering Unmasked Estep 
Score: -6101868.000000 Penalty: 1785.195435
	Iteration 0F: 2 clusters Score -6101868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6062312.500000 Penalty: 3570.390869
	Iteration 0F: 3 clusters Score -6062312 nChanged 27968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -6078501.500000 Penalty: 3570.390869
	Iteration 1F: 3 clusters Score -6078502 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -6079454.000000 Penalty: 3570.390869
	Iteration 2Q: 3 clusters Score -6079454 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -6080600.500000 Penalty: 3570.390869
	Iteration 3Q: 3 clusters Score -6080600 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -6082044.500000 Penalty: 3570.390869
	Iteration 4F: 3 clusters Score -6082044 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -6084040.000000 Penalty: 3570.390869
	Iteration 5F: 3 clusters Score -6084040 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -6086668.000000 Penalty: 3570.390869
	Iteration 6F: 3 clusters Score -6086668 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -6089674.000000 Penalty: 3570.390869
	Iteration 7F: 3 clusters Score -6089674 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -6092579.000000 Penalty: 3570.390869
	Iteration 8F: 3 clusters Score -6092579 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -6094779.000000 Penalty: 3570.390869
	Iteration 9Q: 3 clusters Score -6094779 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -6096456.500000 Penalty: 3570.390869
	Iteration 10Q: 3 clusters Score -6096456 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -6097584.000000 Penalty: 3570.390869
	Iteration 11Q: 3 clusters Score -6097584 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6098433.000000 Penalty: 3570.390869
	Iteration 12Q: 3 clusters Score -6098433 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -6099160.000000 Penalty: 3570.390869
	Iteration 13Q: 3 clusters Score -6099160 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6099732.500000 Penalty: 3570.390869
	Iteration 14Q: 3 clusters Score -6099732 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6100250.000000 Penalty: 3570.390869
	Iteration 15Q: 3 clusters Score -6100250 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -6100722.500000 Penalty: 3570.390869
	Iteration 16Q: 3 clusters Score -6100722 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6101096.500000 Penalty: 3570.390869
	Iteration 17Q: 3 clusters Score -6101096 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6101370.000000 Penalty: 3570.390869
	Iteration 18Q: 3 clusters Score -6101370 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6101521.000000 Penalty: 3570.390869
	Iteration 19Q: 3 clusters Score -6101521 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6101643.000000 Penalty: 3570.390869
	Iteration 20F: 3 clusters Score -6101643 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6101695.500000 Penalty: 3570.390869
	Iteration 21Q: 3 clusters Score -6101696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6101756.500000 Penalty: 3570.390869
	Iteration 22Q: 3 clusters Score -6101756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -6101775.000000 Penalty: 3570.390869
	Iteration 23Q: 3 clusters Score -6101775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6101789.500000 Penalty: 3570.390869
	Iteration 24Q: 3 clusters Score -6101790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6101808.000000 Penalty: 3570.390869
	Iteration 25Q: 3 clusters Score -6101808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6101817.000000 Penalty: 3570.390869
	Iteration 26Q: 3 clusters Score -6101817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -6101828.500000 Penalty: 3570.390869
	Iteration 27Q: 3 clusters Score -6101828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6101836.500000 Penalty: 3570.390869
	Iteration 28Q: 3 clusters Score -6101836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -6101834.500000 Penalty: 3570.390869
	Iteration 29Q: 3 clusters Score -6101834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6101818.000000 Penalty: 3570.390869
	Iteration 30Q: 3 clusters Score -6101818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6101825.500000 Penalty: 3570.390869
	Iteration 31Q: 3 clusters Score -6101826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6101816.000000 Penalty: 3570.390869
	Iteration 32Q: 3 clusters Score -6101816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -6101818.500000 Penalty: 3570.390869
	Iteration 33Q: 3 clusters Score -6101818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6101814.000000 Penalty: 3570.390869
	Iteration 34Q: 3 clusters Score -6101814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6101810.000000 Penalty: 3570.390869
	Iteration 35Q: 3 clusters Score -6101810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6101817.000000 Penalty: 3570.390869
	Iteration 36Q: 3 clusters Score -6101817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6101821.000000 Penalty: 3570.390869
	Iteration 37Q: 3 clusters Score -6101821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6101822.000000 Penalty: 3570.390869
	Iteration 38Q: 3 clusters Score -6101822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6101822.000000 Penalty: 3570.390869
	Iteration 39F: 3 clusters Score -6101822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15048 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 119666 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 170705 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 87911 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 18671 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 35421 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14022 members 
Mstep: Class 27 contains 26930 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 180025 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 103900 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 59031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 1353.957275 but Gain 2240.664062
Score: -101031792.000000 Penalty: 89626.648438
Iteration 159Q: 41 clusters Score -1.010318e+08 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 2484 members 
Mstep: Class 4 contains 119636 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 15042 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 171547 members 
Mstep: Class 11 contains 5771 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 87912 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 18681 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 34988 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 10011 members 
Mstep: Class 22 contains 10070 members 
Mstep: Class 23 contains 652 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14071 members 
Mstep: Class 27 contains 26851 members 
Mstep: Class 28 contains 1480 members 
Mstep: Class 29 contains 247 members 
Mstep: Class 30 contains 180027 members 
Mstep: Class 31 contains 8324 members 
Mstep: Class 32 contains 3427 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 104039 members 
Mstep: Class 37 contains 327 members 
Mstep: Class 38 contains 59091 members 
Mstep: Class 39 contains 13160 members 
Mstep: Class 40 contains 10315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033968.000000 Penalty: 89626.648438
Iteration 160F: 41 clusters Score -1.01034e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 119631 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 15004 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2309 members 
Mstep: Class 10 contains 171875 members 
Mstep: Class 11 contains 5760 members 
Mstep: Class 12 contains 2731 members 
Mstep: Class 13 contains 5961 members 
Mstep: Class 14 contains 87910 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 18683 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 34655 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 10074 members 
Mstep: Class 23 contains 652 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 14074 members 
Mstep: Class 27 contains 26661 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 180029 members 
Mstep: Class 31 contains 8331 members 
Mstep: Class 32 contains 3398 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 103642 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 59009 members 
Mstep: Class 39 contains 13372 members 
Mstep: Class 40 contains 10721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034224.000000 Penalty: 89626.648438
Iteration 161Q: 41 clusters Score -1.010342e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 119649 members 
Mstep: Class 5 contains 2212 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 14982 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 172087 members 
Mstep: Class 11 contains 5752 members 
Mstep: Class 12 contains 2734 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 87912 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 18688 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 34392 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 10465 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 14084 members 
Mstep: Class 27 contains 26518 members 
Mstep: Class 28 contains 1472 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 180015 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 3371 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 103447 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 58939 members 
Mstep: Class 39 contains 13522 members 
Mstep: Class 40 contains 10917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034656.000000 Penalty: 89626.648438
Iteration 162Q: 41 clusters Score -1.010347e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 119659 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14971 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 172264 members 
Mstep: Class 11 contains 5741 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 87912 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 18697 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 34185 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 10555 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6671 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 14094 members 
Mstep: Class 27 contains 26402 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180016 members 
Mstep: Class 31 contains 8349 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 103334 members 
Mstep: Class 37 contains 337 members 
Mstep: Class 38 contains 58858 members 
Mstep: Class 39 contains 13674 members 
Mstep: Class 40 contains 11022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034736.000000 Penalty: 89626.648438
Iteration 163Q: 41 clusters Score -1.010347e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 15051 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 119676 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14958 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 172397 members 
Mstep: Class 11 contains 5735 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 87916 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 18715 members 
Mstep: Class 18 contains 3138 members 
Mstep: Class 19 contains 34013 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 10649 members 
Mstep: Class 22 contains 10140 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 14104 members 
Mstep: Class 27 contains 26316 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180012 members 
Mstep: Class 31 contains 8350 members 
Mstep: Class 32 contains 3332 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103269 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 58778 members 
Mstep: Class 39 contains 13805 members 
Mstep: Class 40 contains 11070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034656.000000 Penalty: 89626.648438
Iteration 164Q: 41 clusters Score -1.010347e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 119692 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 172481 members 
Mstep: Class 11 contains 5728 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 87918 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 6868 members 
Mstep: Class 17 contains 18727 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 33873 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 10722 members 
Mstep: Class 22 contains 10170 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 14113 members 
Mstep: Class 27 contains 26238 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180013 members 
Mstep: Class 31 contains 8352 members 
Mstep: Class 32 contains 3310 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103242 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58724 members 
Mstep: Class 39 contains 13915 members 
Mstep: Class 40 contains 11088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034512.000000 Penalty: 89626.648438
Iteration 165Q: 41 clusters Score -1.010345e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 119712 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14936 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 172524 members 
Mstep: Class 11 contains 5725 members 
Mstep: Class 12 contains 2747 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 87919 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 18734 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 33780 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 10783 members 
Mstep: Class 22 contains 10197 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14122 members 
Mstep: Class 27 contains 26170 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180009 members 
Mstep: Class 31 contains 8353 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103232 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58685 members 
Mstep: Class 39 contains 13997 members 
Mstep: Class 40 contains 11092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034672.000000 Penalty: 89626.648438
Iteration 166Q: 41 clusters Score -1.010347e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 119717 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172564 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 2754 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 87920 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 6887 members 
Mstep: Class 17 contains 18737 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 33716 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14129 members 
Mstep: Class 27 contains 26123 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180015 members 
Mstep: Class 31 contains 8359 members 
Mstep: Class 32 contains 3287 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103228 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58656 members 
Mstep: Class 39 contains 14060 members 
Mstep: Class 40 contains 11082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034760.000000 Penalty: 89626.648438
Iteration 167Q: 41 clusters Score -1.010348e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 119721 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14920 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172579 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 2748 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 87921 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 6904 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 33660 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 10839 members 
Mstep: Class 22 contains 10229 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 14139 members 
Mstep: Class 27 contains 26097 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180029 members 
Mstep: Class 31 contains 8365 members 
Mstep: Class 32 contains 3286 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103218 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58625 members 
Mstep: Class 39 contains 14121 members 
Mstep: Class 40 contains 11075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034664.000000 Penalty: 89626.648438
Iteration 168Q: 41 clusters Score -1.010347e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 119728 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172606 members 
Mstep: Class 11 contains 5717 members 
Mstep: Class 12 contains 2749 members 
Mstep: Class 13 contains 5967 members 
Mstep: Class 14 contains 87921 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 6916 members 
Mstep: Class 17 contains 18746 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 33609 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 10234 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 14142 members 
Mstep: Class 27 contains 26076 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180028 members 
Mstep: Class 31 contains 8369 members 
Mstep: Class 32 contains 3282 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103219 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58606 members 
Mstep: Class 39 contains 14179 members 
Mstep: Class 40 contains 11060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034776.000000 Penalty: 89626.648438
Iteration 169Q: 41 clusters Score -1.010348e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 2398 members 
Mstep: Class 4 contains 119738 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172623 members 
Mstep: Class 11 contains 5716 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 87922 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 6936 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 3076 members 
Mstep: Class 19 contains 33559 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 10856 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 14145 members 
Mstep: Class 27 contains 26057 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180021 members 
Mstep: Class 31 contains 8373 members 
Mstep: Class 32 contains 3282 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103210 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58591 members 
Mstep: Class 39 contains 14232 members 
Mstep: Class 40 contains 11049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034880.000000 Penalty: 89626.648438
Iteration 170Q: 41 clusters Score -1.010349e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 119746 members 
Mstep: Class 5 contains 2161 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172652 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 87922 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 18759 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 33508 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 10862 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14149 members 
Mstep: Class 27 contains 26046 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180015 members 
Mstep: Class 31 contains 8382 members 
Mstep: Class 32 contains 3281 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103197 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58565 members 
Mstep: Class 39 contains 14276 members 
Mstep: Class 40 contains 11033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034928.000000 Penalty: 89626.648438
Iteration 171Q: 41 clusters Score -1.010349e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15053 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 119757 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172662 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2759 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 87924 members 
Mstep: Class 15 contains 6722 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 18762 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 33468 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 10871 members 
Mstep: Class 22 contains 10240 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 14153 members 
Mstep: Class 27 contains 26035 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180010 members 
Mstep: Class 31 contains 8386 members 
Mstep: Class 32 contains 3279 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103180 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58551 members 
Mstep: Class 39 contains 14318 members 
Mstep: Class 40 contains 11008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034840.000000 Penalty: 89626.648438
Iteration 172Q: 41 clusters Score -1.010348e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15055 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 119768 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14911 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172675 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 87924 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 18761 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 33435 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 10875 members 
Mstep: Class 22 contains 10240 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 14155 members 
Mstep: Class 27 contains 26025 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180007 members 
Mstep: Class 31 contains 8394 members 
Mstep: Class 32 contains 3278 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103167 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58536 members 
Mstep: Class 39 contains 14350 members 
Mstep: Class 40 contains 10988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034848.000000 Penalty: 89626.648438
Iteration 173Q: 41 clusters Score -1.010348e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15056 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 119780 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14912 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172673 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 87924 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 7044 members 
Mstep: Class 17 contains 18763 members 
Mstep: Class 18 contains 3058 members 
Mstep: Class 19 contains 33408 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 10236 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 14157 members 
Mstep: Class 27 contains 26013 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180004 members 
Mstep: Class 31 contains 8401 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103160 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58524 members 
Mstep: Class 39 contains 14381 members 
Mstep: Class 40 contains 10976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034936.000000 Penalty: 89626.648438
Iteration 174Q: 41 clusters Score -1.010349e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 15056 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 119789 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172682 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 87924 members 
Mstep: Class 15 contains 6716 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 18762 members 
Mstep: Class 18 contains 3055 members 
Mstep: Class 19 contains 33379 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10896 members 
Mstep: Class 22 contains 10238 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 14158 members 
Mstep: Class 27 contains 26004 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180002 members 
Mstep: Class 31 contains 8405 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103159 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58514 members 
Mstep: Class 39 contains 14408 members 
Mstep: Class 40 contains 10951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034912.000000 Penalty: 89626.648438
Iteration 175Q: 41 clusters Score -1.010349e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 119798 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14911 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172692 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 5961 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 7094 members 
Mstep: Class 17 contains 18763 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 33351 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10905 members 
Mstep: Class 22 contains 10239 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 14158 members 
Mstep: Class 27 contains 25991 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180000 members 
Mstep: Class 31 contains 8408 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103162 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58505 members 
Mstep: Class 39 contains 14435 members 
Mstep: Class 40 contains 10940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034832.000000 Penalty: 89626.648438
Iteration 176Q: 41 clusters Score -1.010348e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15055 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 119798 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172697 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 6708 members 
Mstep: Class 16 contains 7126 members 
Mstep: Class 17 contains 18765 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 33318 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10913 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 14158 members 
Mstep: Class 27 contains 25983 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180008 members 
Mstep: Class 31 contains 8413 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103165 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58495 members 
Mstep: Class 39 contains 14465 members 
Mstep: Class 40 contains 10912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034816.000000 Penalty: 89626.648438
Iteration 177Q: 41 clusters Score -1.010348e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 119803 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172699 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2749 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 7158 members 
Mstep: Class 17 contains 18767 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 33299 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10920 members 
Mstep: Class 22 contains 10246 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 14160 members 
Mstep: Class 27 contains 25972 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180015 members 
Mstep: Class 31 contains 8418 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 103172 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58485 members 
Mstep: Class 39 contains 14485 members 
Mstep: Class 40 contains 10878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034688.000000 Penalty: 89626.648438
Iteration 178Q: 41 clusters Score -1.010347e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 119810 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 172705 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2745 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 6705 members 
Mstep: Class 16 contains 7182 members 
Mstep: Class 17 contains 18768 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 33276 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10933 members 
Mstep: Class 22 contains 10247 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 14163 members 
Mstep: Class 27 contains 25960 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180013 members 
Mstep: Class 31 contains 8420 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 103179 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58479 members 
Mstep: Class 39 contains 14507 members 
Mstep: Class 40 contains 10841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034736.000000 Penalty: 89626.648438
Iteration 179Q: 41 clusters Score -1.010347e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 119816 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 172711 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 6705 members 
Mstep: Class 16 contains 7197 members 
Mstep: Class 17 contains 18769 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 33257 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10945 members 
Mstep: Class 22 contains 10242 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 14165 members 
Mstep: Class 27 contains 25952 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180021 members 
Mstep: Class 31 contains 8423 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103189 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58472 members 
Mstep: Class 39 contains 14527 members 
Mstep: Class 40 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034648.000000 Penalty: 89626.648438
Iteration 180F: 41 clusters Score -1.010346e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15047 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 119818 members 
Mstep: Class 5 contains 2142 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 172707 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 18771 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 33246 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10952 members 
Mstep: Class 22 contains 10245 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 14168 members 
Mstep: Class 27 contains 25948 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180029 members 
Mstep: Class 31 contains 8426 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103201 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58464 members 
Mstep: Class 39 contains 14537 members 
Mstep: Class 40 contains 10775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034744.000000 Penalty: 89626.648438
Iteration 181Q: 41 clusters Score -1.010347e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 119826 members 
Mstep: Class 5 contains 2136 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 172704 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 87924 members 
Mstep: Class 15 contains 6700 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 18772 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 33241 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10958 members 
Mstep: Class 22 contains 10247 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 14168 members 
Mstep: Class 27 contains 25946 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180034 members 
Mstep: Class 31 contains 8431 members 
Mstep: Class 32 contains 3279 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103202 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58455 members 
Mstep: Class 39 contains 14545 members 
Mstep: Class 40 contains 10747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034672.000000 Penalty: 89626.648438
Iteration 182Q: 41 clusters Score -1.010347e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 15042 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 119832 members 
Mstep: Class 5 contains 2136 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 172703 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2735 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 87922 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 18772 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 33233 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 10251 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6679 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 14168 members 
Mstep: Class 27 contains 25947 members 
Mstep: Class 28 contains 1470 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180034 members 
Mstep: Class 31 contains 8436 members 
Mstep: Class 32 contains 3278 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103207 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58448 members 
Mstep: Class 39 contains 14550 members 
Mstep: Class 40 contains 10719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034712.000000 Penalty: 89626.648438
Iteration 183Q: 41 clusters Score -1.010347e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 119839 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172707 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 87921 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7304 members 
Mstep: Class 17 contains 18772 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 33221 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 10256 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6680 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 14171 members 
Mstep: Class 27 contains 25944 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180030 members 
Mstep: Class 31 contains 8441 members 
Mstep: Class 32 contains 3278 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103219 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58436 members 
Mstep: Class 39 contains 14555 members 
Mstep: Class 40 contains 10685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034640.000000 Penalty: 89626.648438
Iteration 184Q: 41 clusters Score -1.010346e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 119843 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172699 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 87921 members 
Mstep: Class 15 contains 6697 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3043 members 
Mstep: Class 19 contains 33214 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 10258 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6680 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 14178 members 
Mstep: Class 27 contains 25942 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180032 members 
Mstep: Class 31 contains 8446 members 
Mstep: Class 32 contains 3278 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103232 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58425 members 
Mstep: Class 39 contains 14560 members 
Mstep: Class 40 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034648.000000 Penalty: 89626.648438
Iteration 185Q: 41 clusters Score -1.010346e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 119845 members 
Mstep: Class 5 contains 2131 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172691 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2735 members 
Mstep: Class 13 contains 5957 members 
Mstep: Class 14 contains 87921 members 
Mstep: Class 15 contains 6696 members 
Mstep: Class 16 contains 7331 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3042 members 
Mstep: Class 19 contains 33209 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10970 members 
Mstep: Class 22 contains 10262 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6679 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 25939 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180036 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 3277 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103247 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58421 members 
Mstep: Class 39 contains 14562 members 
Mstep: Class 40 contains 10634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034728.000000 Penalty: 89626.648438
Iteration 186Q: 41 clusters Score -1.010347e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 119843 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 172686 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2735 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 87920 members 
Mstep: Class 15 contains 6696 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 18776 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 33200 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10266 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6681 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 14192 members 
Mstep: Class 27 contains 25938 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8450 members 
Mstep: Class 32 contains 3275 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103251 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58419 members 
Mstep: Class 39 contains 14568 members 
Mstep: Class 40 contains 10618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034656.000000 Penalty: 89626.648438
Iteration 187Q: 41 clusters Score -1.010347e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 119842 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172682 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87919 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7366 members 
Mstep: Class 17 contains 18777 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 33185 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 10272 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6683 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 14194 members 
Mstep: Class 27 contains 25936 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103253 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58417 members 
Mstep: Class 39 contains 14575 members 
Mstep: Class 40 contains 10595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034672.000000 Penalty: 89626.648438
Iteration 188Q: 41 clusters Score -1.010347e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 119843 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 172684 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87916 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 18776 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 33172 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10274 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6684 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 14195 members 
Mstep: Class 27 contains 25937 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8455 members 
Mstep: Class 32 contains 3271 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103258 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58415 members 
Mstep: Class 39 contains 14584 members 
Mstep: Class 40 contains 10578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034776.000000 Penalty: 89626.648438
Iteration 189Q: 41 clusters Score -1.010348e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 119844 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172685 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87914 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 33155 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 10274 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6687 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25939 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 3271 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103252 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58416 members 
Mstep: Class 39 contains 14594 members 
Mstep: Class 40 contains 10568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034816.000000 Penalty: 89626.648438
Iteration 190Q: 41 clusters Score -1.010348e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 119844 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172687 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87912 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 33140 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10972 members 
Mstep: Class 22 contains 10276 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6689 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25940 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 3271 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103262 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58415 members 
Mstep: Class 39 contains 14608 members 
Mstep: Class 40 contains 10555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034800.000000 Penalty: 89626.648438
Iteration 191Q: 41 clusters Score -1.010348e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 119841 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 87910 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 33117 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10285 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6692 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25938 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 3271 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103267 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58413 members 
Mstep: Class 39 contains 14624 members 
Mstep: Class 40 contains 10547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034816.000000 Penalty: 89626.648438
Iteration 192Q: 41 clusters Score -1.010348e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 119841 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172698 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 87908 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7412 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 33096 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25937 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 3271 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103268 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58410 members 
Mstep: Class 39 contains 14646 members 
Mstep: Class 40 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034848.000000 Penalty: 89626.648438
Iteration 193Q: 41 clusters Score -1.010348e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 119841 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172696 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 87908 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7422 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33077 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10968 members 
Mstep: Class 22 contains 10285 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25936 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 3272 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103265 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58410 members 
Mstep: Class 39 contains 14664 members 
Mstep: Class 40 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034896.000000 Penalty: 89626.648438
Iteration 194Q: 41 clusters Score -1.010349e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 119840 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172692 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 87907 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7437 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33057 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10972 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25934 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 3272 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103263 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58411 members 
Mstep: Class 39 contains 14685 members 
Mstep: Class 40 contains 10530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034952.000000 Penalty: 89626.648438
Iteration 195Q: 41 clusters Score -1.01035e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 119840 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 87907 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33038 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10288 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25929 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8455 members 
Mstep: Class 32 contains 3272 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103252 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58410 members 
Mstep: Class 39 contains 14700 members 
Mstep: Class 40 contains 10525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034936.000000 Penalty: 89626.648438
Iteration 196Q: 41 clusters Score -1.010349e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 119840 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172697 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 87907 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33024 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 10291 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14195 members 
Mstep: Class 27 contains 25928 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180038 members 
Mstep: Class 31 contains 8455 members 
Mstep: Class 32 contains 3272 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103242 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58411 members 
Mstep: Class 39 contains 14705 members 
Mstep: Class 40 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034992.000000 Penalty: 89626.648438
Iteration 197Q: 41 clusters Score -1.01035e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 119840 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172697 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 87908 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33016 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10292 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25925 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180038 members 
Mstep: Class 31 contains 8456 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 103242 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58410 members 
Mstep: Class 39 contains 14710 members 
Mstep: Class 40 contains 10509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034896.000000 Penalty: 89626.648438
Iteration 198Q: 41 clusters Score -1.010349e+08 nChanged 39
Entering ConstructFrom: 
Score: -101034896.000000 Penalty: 89626.648438
Entering ConstructFrom: 
Trying to split cluster 1 (12706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Entering Unmasked Estep 
Score: -1368129.500000 Penalty: 1535.597412
	Iteration 0F: 2 clusters Score -1368130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1359205.250000 Penalty: 3071.194824
	Iteration 0F: 3 clusters Score -1359205 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1362106.625000 Penalty: 3071.194824
	Iteration 1F: 3 clusters Score -1362107 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1362343.625000 Penalty: 3071.194824
	Iteration 2F: 3 clusters Score -1362344 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1362540.500000 Penalty: 3071.194824
	Iteration 3Q: 3 clusters Score -1362540 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1362719.000000 Penalty: 3071.194824
	Iteration 4Q: 3 clusters Score -1362719 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1362869.625000 Penalty: 3071.194824
	Iteration 5Q: 3 clusters Score -1362870 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1363009.625000 Penalty: 3071.194824
	Iteration 6Q: 3 clusters Score -1363010 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1363168.375000 Penalty: 3071.194824
	Iteration 7Q: 3 clusters Score -1363168 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1363354.625000 Penalty: 3071.194824
	Iteration 8Q: 3 clusters Score -1363355 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1363559.500000 Penalty: 3071.194824
	Iteration 9Q: 3 clusters Score -1363560 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1363804.375000 Penalty: 3071.194824
	Iteration 10Q: 3 clusters Score -1363804 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1364086.250000 Penalty: 3071.194824
	Iteration 11Q: 3 clusters Score -1364086 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1364369.250000 Penalty: 3071.194824
	Iteration 12Q: 3 clusters Score -1364369 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1364696.500000 Penalty: 3071.194824
	Iteration 13Q: 3 clusters Score -1364696 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1365020.750000 Penalty: 3071.194824
	Iteration 14Q: 3 clusters Score -1365021 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1365326.375000 Penalty: 3071.194824
	Iteration 15Q: 3 clusters Score -1365326 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1365608.375000 Penalty: 3071.194824
	Iteration 16Q: 3 clusters Score -1365608 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1365881.500000 Penalty: 3071.194824
	Iteration 17Q: 3 clusters Score -1365882 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1366102.125000 Penalty: 3071.194824
	Iteration 18Q: 3 clusters Score -1366102 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1366266.625000 Penalty: 3071.194824
	Iteration 19Q: 3 clusters Score -1366267 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1366406.250000 Penalty: 3071.194824
	Iteration 20F: 3 clusters Score -1366406 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1366503.375000 Penalty: 3071.194824
	Iteration 21Q: 3 clusters Score -1366503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1366559.875000 Penalty: 3071.194824
	Iteration 22Q: 3 clusters Score -1366560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1366599.875000 Penalty: 3071.194824
	Iteration 23Q: 3 clusters Score -1366600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1366626.625000 Penalty: 3071.194824
	Iteration 24Q: 3 clusters Score -1366627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1366651.500000 Penalty: 3071.194824
	Iteration 25Q: 3 clusters Score -1366652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1366662.125000 Penalty: 3071.194824
	Iteration 26Q: 3 clusters Score -1366662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1366680.500000 Penalty: 3071.194824
	Iteration 27Q: 3 clusters Score -1366680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1366692.250000 Penalty: 3071.194824
	Iteration 28Q: 3 clusters Score -1366692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1366703.000000 Penalty: 3071.194824
	Iteration 29Q: 3 clusters Score -1366703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1366716.875000 Penalty: 3071.194824
	Iteration 30Q: 3 clusters Score -1366717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1366728.625000 Penalty: 3071.194824
	Iteration 31Q: 3 clusters Score -1366729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1366740.500000 Penalty: 3071.194824
	Iteration 32Q: 3 clusters Score -1366740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1366746.000000 Penalty: 3071.194824
	Iteration 33Q: 3 clusters Score -1366746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1366753.875000 Penalty: 3071.194824
	Iteration 34Q: 3 clusters Score -1366754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1366756.750000 Penalty: 3071.194824
	Iteration 35Q: 3 clusters Score -1366757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1366762.750000 Penalty: 3071.194824
	Iteration 36Q: 3 clusters Score -1366763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1366765.375000 Penalty: 3071.194824
	Iteration 37Q: 3 clusters Score -1366765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1366769.625000 Penalty: 3071.194824
	Iteration 38Q: 3 clusters Score -1366770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1366774.125000 Penalty: 3071.194824
	Iteration 39Q: 3 clusters Score -1366774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1366779.625000 Penalty: 3071.194824
	Iteration 40F: 3 clusters Score -1366780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1366783.000000 Penalty: 3071.194824
	Iteration 41Q: 3 clusters Score -1366783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1366785.875000 Penalty: 3071.194824
	Iteration 42Q: 3 clusters Score -1366786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1366785.500000 Penalty: 3071.194824
	Iteration 43Q: 3 clusters Score -1366786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1366788.875000 Penalty: 3071.194824
	Iteration 44Q: 3 clusters Score -1366789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1366788.375000 Penalty: 3071.194824
	Iteration 45Q: 3 clusters Score -1366788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1366789.750000 Penalty: 3071.194824
	Iteration 46Q: 3 clusters Score -1366790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1366790.750000 Penalty: 3071.194824
	Iteration 47Q: 3 clusters Score -1366791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1366792.750000 Penalty: 3071.194824
	Iteration 48Q: 3 clusters Score -1366793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1366792.750000 Penalty: 3071.194824
	Iteration 49F: 3 clusters Score -1366793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Entering Unmasked Estep 
Score: -1626171.000000 Penalty: 1562.947144
	Iteration 0F: 2 clusters Score -1626171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1615802.625000 Penalty: 3125.894287
	Iteration 0F: 3 clusters Score -1615803 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1619573.500000 Penalty: 3125.894287
	Iteration 1F: 3 clusters Score -1619574 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1619878.250000 Penalty: 3125.894287
	Iteration 2F: 3 clusters Score -1619878 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1620112.000000 Penalty: 3125.894287
	Iteration 3Q: 3 clusters Score -1620112 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1620286.000000 Penalty: 3125.894287
	Iteration 4Q: 3 clusters Score -1620286 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1620480.375000 Penalty: 3125.894287
	Iteration 5Q: 3 clusters Score -1620480 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1620686.500000 Penalty: 3125.894287
	Iteration 6Q: 3 clusters Score -1620686 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1620932.625000 Penalty: 3125.894287
	Iteration 7Q: 3 clusters Score -1620933 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1621274.875000 Penalty: 3125.894287
	Iteration 8Q: 3 clusters Score -1621275 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1621713.500000 Penalty: 3125.894287
	Iteration 9Q: 3 clusters Score -1621714 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1622267.500000 Penalty: 3125.894287
	Iteration 10Q: 3 clusters Score -1622268 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1622931.125000 Penalty: 3125.894287
	Iteration 11Q: 3 clusters Score -1622931 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1623538.500000 Penalty: 3125.894287
	Iteration 12Q: 3 clusters Score -1623538 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1623951.750000 Penalty: 3125.894287
	Iteration 13Q: 3 clusters Score -1623952 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1624186.125000 Penalty: 3125.894287
	Iteration 14Q: 3 clusters Score -1624186 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1624327.250000 Penalty: 3125.894287
	Iteration 15Q: 3 clusters Score -1624327 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1624422.500000 Penalty: 3125.894287
	Iteration 16Q: 3 clusters Score -1624422 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1624486.000000 Penalty: 3125.894287
	Iteration 17Q: 3 clusters Score -1624486 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1624535.750000 Penalty: 3125.894287
	Iteration 18Q: 3 clusters Score -1624536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1624568.375000 Penalty: 3125.894287
	Iteration 19Q: 3 clusters Score -1624568 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1624607.250000 Penalty: 3125.894287
	Iteration 20F: 3 clusters Score -1624607 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1624634.625000 Penalty: 3125.894287
	Iteration 21Q: 3 clusters Score -1624635 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1624663.000000 Penalty: 3125.894287
	Iteration 22Q: 3 clusters Score -1624663 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1624703.625000 Penalty: 3125.894287
	Iteration 23Q: 3 clusters Score -1624704 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1624743.750000 Penalty: 3125.894287
	Iteration 24Q: 3 clusters Score -1624744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1624786.625000 Penalty: 3125.894287
	Iteration 25Q: 3 clusters Score -1624787 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1624830.250000 Penalty: 3125.894287
	Iteration 26Q: 3 clusters Score -1624830 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1624872.625000 Penalty: 3125.894287
	Iteration 27Q: 3 clusters Score -1624873 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1624929.000000 Penalty: 3125.894287
	Iteration 28Q: 3 clusters Score -1624929 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1624996.250000 Penalty: 3125.894287
	Iteration 29Q: 3 clusters Score -1624996 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1625062.125000 Penalty: 3125.894287
	Iteration 30Q: 3 clusters Score -1625062 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1625157.500000 Penalty: 3125.894287
	Iteration 31Q: 3 clusters Score -1625158 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1625244.500000 Penalty: 3125.894287
	Iteration 32Q: 3 clusters Score -1625244 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1625347.750000 Penalty: 3125.894287
	Iteration 33Q: 3 clusters Score -1625348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1625429.875000 Penalty: 3125.894287
	Iteration 34Q: 3 clusters Score -1625430 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1625507.125000 Penalty: 3125.894287
	Iteration 35Q: 3 clusters Score -1625507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1625582.750000 Penalty: 3125.894287
	Iteration 36Q: 3 clusters Score -1625583 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1625634.375000 Penalty: 3125.894287
	Iteration 37Q: 3 clusters Score -1625634 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1625676.750000 Penalty: 3125.894287
	Iteration 38Q: 3 clusters Score -1625677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1625722.000000 Penalty: 3125.894287
	Iteration 39Q: 3 clusters Score -1625722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1625779.625000 Penalty: 3125.894287
	Iteration 40F: 3 clusters Score -1625780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1625846.375000 Penalty: 3125.894287
	Iteration 41Q: 3 clusters Score -1625846 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1625907.500000 Penalty: 3125.894287
	Iteration 42Q: 3 clusters Score -1625908 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1625978.000000 Penalty: 3125.894287
	Iteration 43Q: 3 clusters Score -1625978 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1626055.750000 Penalty: 3125.894287
	Iteration 44Q: 3 clusters Score -1626056 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1626134.500000 Penalty: 3125.894287
	Iteration 45Q: 3 clusters Score -1626134 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1626207.750000 Penalty: 3125.894287
	Iteration 46Q: 3 clusters Score -1626208 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1626264.500000 Penalty: 3125.894287
	Iteration 47Q: 3 clusters Score -1626264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1626315.875000 Penalty: 3125.894287
	Iteration 48Q: 3 clusters Score -1626316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1626366.375000 Penalty: 3125.894287
	Iteration 49Q: 3 clusters Score -1626366 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1626424.625000 Penalty: 3125.894287
	Iteration 50Q: 3 clusters Score -1626425 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1626476.500000 Penalty: 3125.894287
	Iteration 51Q: 3 clusters Score -1626476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1626521.125000 Penalty: 3125.894287
	Iteration 52Q: 3 clusters Score -1626521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1626548.625000 Penalty: 3125.894287
	Iteration 53Q: 3 clusters Score -1626549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1626568.625000 Penalty: 3125.894287
	Iteration 54Q: 3 clusters Score -1626569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1626577.375000 Penalty: 3125.894287
	Iteration 55Q: 3 clusters Score -1626577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1626581.125000 Penalty: 3125.894287
	Iteration 56Q: 3 clusters Score -1626581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1626581.375000 Penalty: 3125.894287
	Iteration 57Q: 3 clusters Score -1626581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1626584.125000 Penalty: 3125.894287
	Iteration 58Q: 3 clusters Score -1626584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1626586.750000 Penalty: 3125.894287
	Iteration 59Q: 3 clusters Score -1626587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1626585.625000 Penalty: 3125.894287
	Iteration 60F: 3 clusters Score -1626586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1626587.875000 Penalty: 3125.894287
	Iteration 61Q: 3 clusters Score -1626588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1626590.250000 Penalty: 3125.894287
	Iteration 62Q: 3 clusters Score -1626590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1626591.875000 Penalty: 3125.894287
	Iteration 63Q: 3 clusters Score -1626592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1626590.250000 Penalty: 3125.894287
	Iteration 64Q: 3 clusters Score -1626590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1626590.875000 Penalty: 3125.894287
	Iteration 65Q: 3 clusters Score -1626591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1626590.875000 Penalty: 3125.894287
	Iteration 66F: 3 clusters Score -1626591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 119841 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10292 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25925 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8460 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103240 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58406 members 
Mstep: Class 39 contains 14712 members 
Mstep: Class 40 contains 10504 members 
Mstep: Class 41 contains 9601 members 
Entering Unmasked Estep 
Score: -101034192.000000 Penalty: 91867.312500
Splitting cluster 2 changes total score from -101034896.000000 to -101034192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -212296.500000 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -212296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -210040.640625 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -210040.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -210908.578125 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -210908.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -211307.890625 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -211307.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -211596.781250 Penalty: 2522.567139
	Iteration 3F: 3 clusters Score -211596.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -211763.703125 Penalty: 2522.567139
	Iteration 4F: 3 clusters Score -211763.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -211833.328125 Penalty: 2522.567139
	Iteration 5Q: 3 clusters Score -211833.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -211869.203125 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -211869.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -211888.703125 Penalty: 2522.567139
	Iteration 7Q: 3 clusters Score -211888.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211896.453125 Penalty: 2522.567139
	Iteration 8Q: 3 clusters Score -211896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -211901.109375 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -211901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -211903.078125 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -211903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -211904.109375 Penalty: 2522.567139
	Iteration 11Q: 3 clusters Score -211904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -211904.484375 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -211904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -211905.328125 Penalty: 2522.567139
	Iteration 13Q: 3 clusters Score -211905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -211905.781250 Penalty: 2522.567139
	Iteration 14Q: 3 clusters Score -211905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -211905.781250 Penalty: 2522.567139
	Iteration 15F: 3 clusters Score -211905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Entering Unmasked Estep 
Score: -12966773.000000 Penalty: 1900.262207
	Iteration 0F: 2 clusters Score -1.296677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -12887603.000000 Penalty: 3800.524414
	Iteration 0F: 3 clusters Score -1.28876e+07 nChanged 57651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -12920970.000000 Penalty: 3800.524414
	Iteration 1F: 3 clusters Score -1.292097e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -12921626.000000 Penalty: 3800.524414
	Iteration 2Q: 3 clusters Score -1.292163e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -12922319.000000 Penalty: 3800.524414
	Iteration 3Q: 3 clusters Score -1.292232e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -12923369.000000 Penalty: 3800.524414
	Iteration 4Q: 3 clusters Score -1.292337e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -12924905.000000 Penalty: 3800.524414
	Iteration 5Q: 3 clusters Score -1.29249e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -12927257.000000 Penalty: 3800.524414
	Iteration 6Q: 3 clusters Score -1.292726e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -12930754.000000 Penalty: 3800.524414
	Iteration 7Q: 3 clusters Score -1.293075e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -12935398.000000 Penalty: 3800.524414
	Iteration 8F: 3 clusters Score -1.29354e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -12940386.000000 Penalty: 3800.524414
	Iteration 9F: 3 clusters Score -1.294039e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -12944762.000000 Penalty: 3800.524414
	Iteration 10F: 3 clusters Score -1.294476e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -12948027.000000 Penalty: 3800.524414
	Iteration 11Q: 3 clusters Score -1.294803e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -12950087.000000 Penalty: 3800.524414
	Iteration 12Q: 3 clusters Score -1.295009e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -12951491.000000 Penalty: 3800.524414
	Iteration 13Q: 3 clusters Score -1.295149e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -12952671.000000 Penalty: 3800.524414
	Iteration 14Q: 3 clusters Score -1.295267e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -12953613.000000 Penalty: 3800.524414
	Iteration 15Q: 3 clusters Score -1.295361e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -12954674.000000 Penalty: 3800.524414
	Iteration 16Q: 3 clusters Score -1.295467e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -12955395.000000 Penalty: 3800.524414
	Iteration 17Q: 3 clusters Score -1.29554e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -12956238.000000 Penalty: 3800.524414
	Iteration 18Q: 3 clusters Score -1.295624e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 104331 members 
Entering Unmasked Estep 
Score: -12957024.000000 Penalty: 3800.524414
	Iteration 19Q: 3 clusters Score -1.295702e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -12957834.000000 Penalty: 3800.524414
	Iteration 20F: 3 clusters Score -1.295783e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -12958648.000000 Penalty: 3800.524414
	Iteration 21Q: 3 clusters Score -1.295865e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -12959494.000000 Penalty: 3800.524414
	Iteration 22Q: 3 clusters Score -1.295949e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -12960448.000000 Penalty: 3800.524414
	Iteration 23Q: 3 clusters Score -1.296045e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 112592 members 
Entering Unmasked Estep 
Score: -12961283.000000 Penalty: 3800.524414
	Iteration 24Q: 3 clusters Score -1.296128e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -12961979.000000 Penalty: 3800.524414
	Iteration 25Q: 3 clusters Score -1.296198e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -12962602.000000 Penalty: 3800.524414
	Iteration 26Q: 3 clusters Score -1.29626e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 116061 members 
Entering Unmasked Estep 
Score: -12963112.000000 Penalty: 3800.524414
	Iteration 27Q: 3 clusters Score -1.296311e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -12963549.000000 Penalty: 3800.524414
	Iteration 28Q: 3 clusters Score -1.296355e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -12963935.000000 Penalty: 3800.524414
	Iteration 29Q: 3 clusters Score -1.296394e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 117956 members 
Entering Unmasked Estep 
Score: -12964281.000000 Penalty: 3800.524414
	Iteration 30Q: 3 clusters Score -1.296428e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 118291 members 
Entering Unmasked Estep 
Score: -12964460.000000 Penalty: 3800.524414
	Iteration 31Q: 3 clusters Score -1.296446e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 118546 members 
Entering Unmasked Estep 
Score: -12964598.000000 Penalty: 3800.524414
	Iteration 32Q: 3 clusters Score -1.29646e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 118730 members 
Entering Unmasked Estep 
Score: -12964741.000000 Penalty: 3800.524414
	Iteration 33Q: 3 clusters Score -1.296474e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 118859 members 
Entering Unmasked Estep 
Score: -12964802.000000 Penalty: 3800.524414
	Iteration 34Q: 3 clusters Score -1.29648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -12964858.000000 Penalty: 3800.524414
	Iteration 35Q: 3 clusters Score -1.296486e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -12964922.000000 Penalty: 3800.524414
	Iteration 36Q: 3 clusters Score -1.296492e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -12964959.000000 Penalty: 3800.524414
	Iteration 37Q: 3 clusters Score -1.296496e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 119135 members 
Entering Unmasked Estep 
Score: -12964986.000000 Penalty: 3800.524414
	Iteration 38Q: 3 clusters Score -1.296499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -12965008.000000 Penalty: 3800.524414
	Iteration 39Q: 3 clusters Score -1.296501e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -12965015.000000 Penalty: 3800.524414
	Iteration 40F: 3 clusters Score -1.296502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -12965033.000000 Penalty: 3800.524414
	Iteration 41Q: 3 clusters Score -1.296503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -12965039.000000 Penalty: 3800.524414
	Iteration 42Q: 3 clusters Score -1.296504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -12965048.000000 Penalty: 3800.524414
	Iteration 43Q: 3 clusters Score -1.296505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -12965069.000000 Penalty: 3800.524414
	Iteration 44Q: 3 clusters Score -1.296507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 119263 members 
Entering Unmasked Estep 
Score: -12965074.000000 Penalty: 3800.524414
	Iteration 45Q: 3 clusters Score -1.296507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 119272 members 
Entering Unmasked Estep 
Score: -12965082.000000 Penalty: 3800.524414
	Iteration 46Q: 3 clusters Score -1.296508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -12965077.000000 Penalty: 3800.524414
	Iteration 47Q: 3 clusters Score -1.296508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -12965072.000000 Penalty: 3800.524414
	Iteration 48Q: 3 clusters Score -1.296507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -12965082.000000 Penalty: 3800.524414
	Iteration 49Q: 3 clusters Score -1.296508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -12965096.000000 Penalty: 3800.524414
	Iteration 50Q: 3 clusters Score -1.29651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 119321 members 
Entering Unmasked Estep 
Score: -12965108.000000 Penalty: 3800.524414
	Iteration 51Q: 3 clusters Score -1.296511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -12965128.000000 Penalty: 3800.524414
	Iteration 52Q: 3 clusters Score -1.296513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -12965133.000000 Penalty: 3800.524414
	Iteration 53Q: 3 clusters Score -1.296513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -12965139.000000 Penalty: 3800.524414
	Iteration 54Q: 3 clusters Score -1.296514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -12965137.000000 Penalty: 3800.524414
	Iteration 55Q: 3 clusters Score -1.296514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -12965140.000000 Penalty: 3800.524414
	Iteration 56Q: 3 clusters Score -1.296514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -12965140.000000 Penalty: 3800.524414
	Iteration 57F: 3 clusters Score -1.296514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -213600.171875 Penalty: 1245.380127
	Iteration 0F: 2 clusters Score -213600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211470.015625 Penalty: 2490.760254
	Iteration 0F: 3 clusters Score -211470 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -211963.031250 Penalty: 2490.760254
	Iteration 1F: 3 clusters Score -211963 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -212101.671875 Penalty: 2490.760254
	Iteration 2F: 3 clusters Score -212101.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -212216.343750 Penalty: 2490.760254
	Iteration 3F: 3 clusters Score -212216.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212346.453125 Penalty: 2490.760254
	Iteration 4F: 3 clusters Score -212346.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -212473.203125 Penalty: 2490.760254
	Iteration 5Q: 3 clusters Score -212473.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212589.046875 Penalty: 2490.760254
	Iteration 6Q: 3 clusters Score -212589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -212695.359375 Penalty: 2490.760254
	Iteration 7Q: 3 clusters Score -212695.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -212785.656250 Penalty: 2490.760254
	Iteration 8Q: 3 clusters Score -212785.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -212878.531250 Penalty: 2490.760254
	Iteration 9Q: 3 clusters Score -212878.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -212961.125000 Penalty: 2490.760254
	Iteration 10Q: 3 clusters Score -212961.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -213038.515625 Penalty: 2490.760254
	Iteration 11Q: 3 clusters Score -213038.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -213109.015625 Penalty: 2490.760254
	Iteration 12Q: 3 clusters Score -213109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -213160.046875 Penalty: 2490.760254
	Iteration 13Q: 3 clusters Score -213160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -213198.000000 Penalty: 2490.760254
	Iteration 14Q: 3 clusters Score -213198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -213223.656250 Penalty: 2490.760254
	Iteration 15Q: 3 clusters Score -213223.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -213244.000000 Penalty: 2490.760254
	Iteration 16Q: 3 clusters Score -213244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -213267.734375 Penalty: 2490.760254
	Iteration 17Q: 3 clusters Score -213267.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -213286.046875 Penalty: 2490.760254
	Iteration 18Q: 3 clusters Score -213286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -213302.562500 Penalty: 2490.760254
	Iteration 19Q: 3 clusters Score -213302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -213310.687500 Penalty: 2490.760254
	Iteration 20F: 3 clusters Score -213310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -213317.218750 Penalty: 2490.760254
	Iteration 21Q: 3 clusters Score -213317.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -213324.765625 Penalty: 2490.760254
	Iteration 22Q: 3 clusters Score -213324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -213330.406250 Penalty: 2490.760254
	Iteration 23Q: 3 clusters Score -213330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -213334.875000 Penalty: 2490.760254
	Iteration 24Q: 3 clusters Score -213334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -213342.765625 Penalty: 2490.760254
	Iteration 25Q: 3 clusters Score -213342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -213344.625000 Penalty: 2490.760254
	Iteration 26Q: 3 clusters Score -213344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -213346.296875 Penalty: 2490.760254
	Iteration 27Q: 3 clusters Score -213346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -213346.390625 Penalty: 2490.760254
	Iteration 28Q: 3 clusters Score -213346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -213346.390625 Penalty: 2490.760254
	Iteration 29F: 3 clusters Score -213346.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -28675.677734 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -28675.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27959.544922 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -27959.54 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28736.136719 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -28736.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28950.023438 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -28950.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29070.439453 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -29070.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29137.410156 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -29137.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29155.066406 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -29155.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29168.757812 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -29168.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29168.757812 Penalty: 1970.730103
	Iteration 7F: 3 clusters Score -29168.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 119841 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10292 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25925 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8460 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103240 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58406 members 
Mstep: Class 39 contains 14712 members 
Mstep: Class 40 contains 10504 members 
Mstep: Class 41 contains 132 members 
Entering Unmasked Estep 
Score: -101034000.000000 Penalty: 91867.312500
Splitting cluster 6 changes total score from -101034896.000000 to -101034000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -1525181.750000 Penalty: 1561.579590
	Iteration 0F: 2 clusters Score -1525182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1514786.750000 Penalty: 3123.159180
	Iteration 0F: 3 clusters Score -1514787 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1518451.375000 Penalty: 3123.159180
	Iteration 1F: 3 clusters Score -1518451 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1518903.875000 Penalty: 3123.159180
	Iteration 2F: 3 clusters Score -1518904 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1519412.875000 Penalty: 3123.159180
	Iteration 3F: 3 clusters Score -1519413 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1519975.875000 Penalty: 3123.159180
	Iteration 4F: 3 clusters Score -1519976 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1520584.125000 Penalty: 3123.159180
	Iteration 5F: 3 clusters Score -1520584 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1521191.250000 Penalty: 3123.159180
	Iteration 6F: 3 clusters Score -1521191 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1521802.625000 Penalty: 3123.159180
	Iteration 7F: 3 clusters Score -1521803 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1522381.000000 Penalty: 3123.159180
	Iteration 8F: 3 clusters Score -1522381 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1522860.625000 Penalty: 3123.159180
	Iteration 9Q: 3 clusters Score -1522861 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1523230.250000 Penalty: 3123.159180
	Iteration 10Q: 3 clusters Score -1523230 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1523487.625000 Penalty: 3123.159180
	Iteration 11Q: 3 clusters Score -1523488 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1523645.250000 Penalty: 3123.159180
	Iteration 12Q: 3 clusters Score -1523645 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1523747.375000 Penalty: 3123.159180
	Iteration 13Q: 3 clusters Score -1523747 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1523788.250000 Penalty: 3123.159180
	Iteration 14Q: 3 clusters Score -1523788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1523816.875000 Penalty: 3123.159180
	Iteration 15Q: 3 clusters Score -1523817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1523841.125000 Penalty: 3123.159180
	Iteration 16Q: 3 clusters Score -1523841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1523852.875000 Penalty: 3123.159180
	Iteration 17Q: 3 clusters Score -1523853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1523862.500000 Penalty: 3123.159180
	Iteration 18Q: 3 clusters Score -1523862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1523873.250000 Penalty: 3123.159180
	Iteration 19Q: 3 clusters Score -1523873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1523885.500000 Penalty: 3123.159180
	Iteration 20F: 3 clusters Score -1523886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1523893.875000 Penalty: 3123.159180
	Iteration 21Q: 3 clusters Score -1523894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1523895.250000 Penalty: 3123.159180
	Iteration 22Q: 3 clusters Score -1523895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1523899.875000 Penalty: 3123.159180
	Iteration 23Q: 3 clusters Score -1523900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1523906.625000 Penalty: 3123.159180
	Iteration 24Q: 3 clusters Score -1523907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1523911.250000 Penalty: 3123.159180
	Iteration 25Q: 3 clusters Score -1523911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1523914.625000 Penalty: 3123.159180
	Iteration 26Q: 3 clusters Score -1523915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1523918.375000 Penalty: 3123.159180
	Iteration 27Q: 3 clusters Score -1523918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1523922.000000 Penalty: 3123.159180
	Iteration 28Q: 3 clusters Score -1523922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1523926.250000 Penalty: 3123.159180
	Iteration 29Q: 3 clusters Score -1523926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1523927.500000 Penalty: 3123.159180
	Iteration 30Q: 3 clusters Score -1523928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1523929.250000 Penalty: 3123.159180
	Iteration 31Q: 3 clusters Score -1523929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1523929.250000 Penalty: 3123.159180
	Iteration 32F: 3 clusters Score -1523929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -15077.396484 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -15077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14346.066406 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -14346.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14486.615234 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -14486.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14562.966797 Penalty: 1767.375732
	Iteration 2F: 3 clusters Score -14562.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14591.531250 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -14591.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14593.941406 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -14593.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14593.941406 Penalty: 1767.375732
	Iteration 5F: 3 clusters Score -14593.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -244275.953125 Penalty: 1259.474854
	Iteration 0F: 2 clusters Score -244276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -242001.078125 Penalty: 2518.949707
	Iteration 0F: 3 clusters Score -242001.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242527.781250 Penalty: 2518.949707
	Iteration 1F: 3 clusters Score -242527.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -242758.187500 Penalty: 2518.949707
	Iteration 2F: 3 clusters Score -242758.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242919.437500 Penalty: 2518.949707
	Iteration 3F: 3 clusters Score -242919.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243028.890625 Penalty: 2518.949707
	Iteration 4Q: 3 clusters Score -243028.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -243134.843750 Penalty: 2518.949707
	Iteration 5Q: 3 clusters Score -243134.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -243218.546875 Penalty: 2518.949707
	Iteration 6Q: 3 clusters Score -243218.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -243303.953125 Penalty: 2518.949707
	Iteration 7Q: 3 clusters Score -243304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -243402.218750 Penalty: 2518.949707
	Iteration 8Q: 3 clusters Score -243402.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -243489.296875 Penalty: 2518.949707
	Iteration 9Q: 3 clusters Score -243489.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -243555.375000 Penalty: 2518.949707
	Iteration 10Q: 3 clusters Score -243555.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243610.203125 Penalty: 2518.949707
	Iteration 11Q: 3 clusters Score -243610.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -243649.500000 Penalty: 2518.949707
	Iteration 12Q: 3 clusters Score -243649.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -243667.468750 Penalty: 2518.949707
	Iteration 13Q: 3 clusters Score -243667.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -243684.968750 Penalty: 2518.949707
	Iteration 14Q: 3 clusters Score -243685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -243703.484375 Penalty: 2518.949707
	Iteration 15Q: 3 clusters Score -243703.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243716.812500 Penalty: 2518.949707
	Iteration 16Q: 3 clusters Score -243716.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -243730.078125 Penalty: 2518.949707
	Iteration 17Q: 3 clusters Score -243730.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -243740.156250 Penalty: 2518.949707
	Iteration 18Q: 3 clusters Score -243740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -243750.437500 Penalty: 2518.949707
	Iteration 19Q: 3 clusters Score -243750.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -243759.265625 Penalty: 2518.949707
	Iteration 20F: 3 clusters Score -243759.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -243767.531250 Penalty: 2518.949707
	Iteration 21Q: 3 clusters Score -243767.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -243777.437500 Penalty: 2518.949707
	Iteration 22Q: 3 clusters Score -243777.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -243784.140625 Penalty: 2518.949707
	Iteration 23Q: 3 clusters Score -243784.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -243788.875000 Penalty: 2518.949707
	Iteration 24Q: 3 clusters Score -243788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -243794.453125 Penalty: 2518.949707
	Iteration 25Q: 3 clusters Score -243794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243799.203125 Penalty: 2518.949707
	Iteration 26Q: 3 clusters Score -243799.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243805.109375 Penalty: 2518.949707
	Iteration 27Q: 3 clusters Score -243805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243809.781250 Penalty: 2518.949707
	Iteration 28Q: 3 clusters Score -243809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243814.750000 Penalty: 2518.949707
	Iteration 29Q: 3 clusters Score -243814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -243819.140625 Penalty: 2518.949707
	Iteration 30Q: 3 clusters Score -243819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243823.515625 Penalty: 2518.949707
	Iteration 31Q: 3 clusters Score -243823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -243826.515625 Penalty: 2518.949707
	Iteration 32Q: 3 clusters Score -243826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -243827.437500 Penalty: 2518.949707
	Iteration 33Q: 3 clusters Score -243827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -243828.734375 Penalty: 2518.949707
	Iteration 34Q: 3 clusters Score -243828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -243831.093750 Penalty: 2518.949707
	Iteration 35Q: 3 clusters Score -243831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -243833.187500 Penalty: 2518.949707
	Iteration 36Q: 3 clusters Score -243833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -243834.265625 Penalty: 2518.949707
	Iteration 37Q: 3 clusters Score -243834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -243835.718750 Penalty: 2518.949707
	Iteration 38Q: 3 clusters Score -243835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -243836.734375 Penalty: 2518.949707
	Iteration 39Q: 3 clusters Score -243836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -243837.640625 Penalty: 2518.949707
	Iteration 40F: 3 clusters Score -243837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -243837.890625 Penalty: 2518.949707
	Iteration 41Q: 3 clusters Score -243837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -243838.546875 Penalty: 2518.949707
	Iteration 42Q: 3 clusters Score -243838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -243838.843750 Penalty: 2518.949707
	Iteration 43Q: 3 clusters Score -243838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -243839.421875 Penalty: 2518.949707
	Iteration 44Q: 3 clusters Score -243839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -243839.718750 Penalty: 2518.949707
	Iteration 45Q: 3 clusters Score -243839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -243840.046875 Penalty: 2518.949707
	Iteration 46Q: 3 clusters Score -243840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243840.640625 Penalty: 2518.949707
	Iteration 47Q: 3 clusters Score -243840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243840.640625 Penalty: 2518.949707
	Iteration 48F: 3 clusters Score -243840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (172694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172694 members 
Entering Unmasked Estep 
Score: -18267828.000000 Penalty: 1959.632446
	Iteration 0F: 2 clusters Score -1.826783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -18152212.000000 Penalty: 3919.264893
	Iteration 0F: 3 clusters Score -1.815221e+07 nChanged 83629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -18201056.000000 Penalty: 3919.264893
	Iteration 1F: 3 clusters Score -1.820106e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -18202370.000000 Penalty: 3919.264893
	Iteration 2Q: 3 clusters Score -1.820237e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -18204332.000000 Penalty: 3919.264893
	Iteration 3Q: 3 clusters Score -1.820433e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103372 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -18207792.000000 Penalty: 3919.264893
	Iteration 4Q: 3 clusters Score -1.820779e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -18213666.000000 Penalty: 3919.264893
	Iteration 5F: 3 clusters Score -1.821367e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -18222518.000000 Penalty: 3919.264893
	Iteration 6F: 3 clusters Score -1.822252e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132910 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -18233082.000000 Penalty: 3919.264893
	Iteration 7F: 3 clusters Score -1.823308e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142662 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -18242102.000000 Penalty: 3919.264893
	Iteration 8F: 3 clusters Score -1.82421e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149867 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -18248298.000000 Penalty: 3919.264893
	Iteration 9Q: 3 clusters Score -1.82483e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -18252676.000000 Penalty: 3919.264893
	Iteration 10Q: 3 clusters Score -1.825268e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159767 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -18255910.000000 Penalty: 3919.264893
	Iteration 11Q: 3 clusters Score -1.825591e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -18258708.000000 Penalty: 3919.264893
	Iteration 12Q: 3 clusters Score -1.825871e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -18261224.000000 Penalty: 3919.264893
	Iteration 13Q: 3 clusters Score -1.826122e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -18263048.000000 Penalty: 3919.264893
	Iteration 14Q: 3 clusters Score -1.826305e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170662 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -18264432.000000 Penalty: 3919.264893
	Iteration 15Q: 3 clusters Score -1.826443e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18265184.000000 Penalty: 3919.264893
	Iteration 16Q: 3 clusters Score -1.826518e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18265640.000000 Penalty: 3919.264893
	Iteration 17Q: 3 clusters Score -1.826564e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18265862.000000 Penalty: 3919.264893
	Iteration 18Q: 3 clusters Score -1.826586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172363 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18265934.000000 Penalty: 3919.264893
	Iteration 19Q: 3 clusters Score -1.826593e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172407 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18265988.000000 Penalty: 3919.264893
	Iteration 20F: 3 clusters Score -1.826599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18266020.000000 Penalty: 3919.264893
	Iteration 21Q: 3 clusters Score -1.826602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18266050.000000 Penalty: 3919.264893
	Iteration 22Q: 3 clusters Score -1.826605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18266066.000000 Penalty: 3919.264893
	Iteration 23Q: 3 clusters Score -1.826607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172459 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18266064.000000 Penalty: 3919.264893
	Iteration 24Q: 3 clusters Score -1.826606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172467 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18266066.000000 Penalty: 3919.264893
	Iteration 25Q: 3 clusters Score -1.826607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172476 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18266076.000000 Penalty: 3919.264893
	Iteration 26Q: 3 clusters Score -1.826608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18266084.000000 Penalty: 3919.264893
	Iteration 27Q: 3 clusters Score -1.826608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172482 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18266080.000000 Penalty: 3919.264893
	Iteration 28Q: 3 clusters Score -1.826608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172487 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18266088.000000 Penalty: 3919.264893
	Iteration 29Q: 3 clusters Score -1.826609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18266102.000000 Penalty: 3919.264893
	Iteration 30Q: 3 clusters Score -1.82661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18266098.000000 Penalty: 3919.264893
	Iteration 31Q: 3 clusters Score -1.82661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172494 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18266102.000000 Penalty: 3919.264893
	Iteration 32Q: 3 clusters Score -1.82661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18266106.000000 Penalty: 3919.264893
	Iteration 33Q: 3 clusters Score -1.826611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18266112.000000 Penalty: 3919.264893
	Iteration 34Q: 3 clusters Score -1.826611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18266110.000000 Penalty: 3919.264893
	Iteration 35Q: 3 clusters Score -1.826611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18266110.000000 Penalty: 3919.264893
	Iteration 36F: 3 clusters Score -1.826611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -625148.562500 Penalty: 1405.763062
	Iteration 0F: 2 clusters Score -625148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -620694.062500 Penalty: 2811.526123
	Iteration 0F: 3 clusters Score -620694.1 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -621920.812500 Penalty: 2811.526123
	Iteration 1F: 3 clusters Score -621920.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -622072.562500 Penalty: 2811.526123
	Iteration 2F: 3 clusters Score -622072.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -622189.312500 Penalty: 2811.526123
	Iteration 3Q: 3 clusters Score -622189.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -622277.500000 Penalty: 2811.526123
	Iteration 4Q: 3 clusters Score -622277.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -622361.500000 Penalty: 2811.526123
	Iteration 5Q: 3 clusters Score -622361.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -622427.750000 Penalty: 2811.526123
	Iteration 6Q: 3 clusters Score -622427.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -622471.375000 Penalty: 2811.526123
	Iteration 7Q: 3 clusters Score -622471.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -622504.750000 Penalty: 2811.526123
	Iteration 8Q: 3 clusters Score -622504.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -622536.125000 Penalty: 2811.526123
	Iteration 9Q: 3 clusters Score -622536.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -622557.875000 Penalty: 2811.526123
	Iteration 10Q: 3 clusters Score -622557.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -622575.187500 Penalty: 2811.526123
	Iteration 11Q: 3 clusters Score -622575.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -622590.937500 Penalty: 2811.526123
	Iteration 12Q: 3 clusters Score -622590.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -622602.437500 Penalty: 2811.526123
	Iteration 13Q: 3 clusters Score -622602.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -622619.500000 Penalty: 2811.526123
	Iteration 14Q: 3 clusters Score -622619.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -622631.000000 Penalty: 2811.526123
	Iteration 15Q: 3 clusters Score -622631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -622641.750000 Penalty: 2811.526123
	Iteration 16Q: 3 clusters Score -622641.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -622651.250000 Penalty: 2811.526123
	Iteration 17Q: 3 clusters Score -622651.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -622663.187500 Penalty: 2811.526123
	Iteration 18Q: 3 clusters Score -622663.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -622673.312500 Penalty: 2811.526123
	Iteration 19Q: 3 clusters Score -622673.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -622685.125000 Penalty: 2811.526123
	Iteration 20F: 3 clusters Score -622685.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -622695.875000 Penalty: 2811.526123
	Iteration 21Q: 3 clusters Score -622695.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -622710.000000 Penalty: 2811.526123
	Iteration 22Q: 3 clusters Score -622710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -622721.937500 Penalty: 2811.526123
	Iteration 23Q: 3 clusters Score -622721.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -622737.187500 Penalty: 2811.526123
	Iteration 24Q: 3 clusters Score -622737.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -622759.562500 Penalty: 2811.526123
	Iteration 25Q: 3 clusters Score -622759.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -622780.875000 Penalty: 2811.526123
	Iteration 26Q: 3 clusters Score -622780.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -622821.500000 Penalty: 2811.526123
	Iteration 27Q: 3 clusters Score -622821.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -622875.562500 Penalty: 2811.526123
	Iteration 28Q: 3 clusters Score -622875.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -622928.812500 Penalty: 2811.526123
	Iteration 29Q: 3 clusters Score -622928.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -622992.250000 Penalty: 2811.526123
	Iteration 30Q: 3 clusters Score -622992.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -623061.250000 Penalty: 2811.526123
	Iteration 31Q: 3 clusters Score -623061.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -623142.687500 Penalty: 2811.526123
	Iteration 32Q: 3 clusters Score -623142.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -623223.750000 Penalty: 2811.526123
	Iteration 33Q: 3 clusters Score -623223.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -623305.000000 Penalty: 2811.526123
	Iteration 34Q: 3 clusters Score -623305 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -623367.625000 Penalty: 2811.526123
	Iteration 35Q: 3 clusters Score -623367.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -623422.937500 Penalty: 2811.526123
	Iteration 36Q: 3 clusters Score -623422.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -623471.437500 Penalty: 2811.526123
	Iteration 37Q: 3 clusters Score -623471.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -623508.000000 Penalty: 2811.526123
	Iteration 38Q: 3 clusters Score -623508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -623537.125000 Penalty: 2811.526123
	Iteration 39Q: 3 clusters Score -623537.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -623563.437500 Penalty: 2811.526123
	Iteration 40F: 3 clusters Score -623563.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -623592.250000 Penalty: 2811.526123
	Iteration 41Q: 3 clusters Score -623592.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -623616.750000 Penalty: 2811.526123
	Iteration 42Q: 3 clusters Score -623616.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -623640.312500 Penalty: 2811.526123
	Iteration 43Q: 3 clusters Score -623640.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -623663.937500 Penalty: 2811.526123
	Iteration 44Q: 3 clusters Score -623663.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -623688.187500 Penalty: 2811.526123
	Iteration 45Q: 3 clusters Score -623688.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -623709.062500 Penalty: 2811.526123
	Iteration 46Q: 3 clusters Score -623709.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -623725.000000 Penalty: 2811.526123
	Iteration 47Q: 3 clusters Score -623725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -623744.625000 Penalty: 2811.526123
	Iteration 48Q: 3 clusters Score -623744.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -623766.125000 Penalty: 2811.526123
	Iteration 49Q: 3 clusters Score -623766.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -623783.812500 Penalty: 2811.526123
	Iteration 50Q: 3 clusters Score -623783.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -623798.875000 Penalty: 2811.526123
	Iteration 51Q: 3 clusters Score -623798.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -623811.937500 Penalty: 2811.526123
	Iteration 52Q: 3 clusters Score -623811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -623826.250000 Penalty: 2811.526123
	Iteration 53Q: 3 clusters Score -623826.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -623837.375000 Penalty: 2811.526123
	Iteration 54Q: 3 clusters Score -623837.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -623841.937500 Penalty: 2811.526123
	Iteration 55Q: 3 clusters Score -623841.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -623846.750000 Penalty: 2811.526123
	Iteration 56Q: 3 clusters Score -623846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -623848.375000 Penalty: 2811.526123
	Iteration 57Q: 3 clusters Score -623848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -623850.312500 Penalty: 2811.526123
	Iteration 58Q: 3 clusters Score -623850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -623850.562500 Penalty: 2811.526123
	Iteration 59Q: 3 clusters Score -623850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -623850.750000 Penalty: 2811.526123
	Iteration 60F: 3 clusters Score -623850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -623851.125000 Penalty: 2811.526123
	Iteration 61Q: 3 clusters Score -623851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -623852.125000 Penalty: 2811.526123
	Iteration 62Q: 3 clusters Score -623852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -623854.625000 Penalty: 2811.526123
	Iteration 63Q: 3 clusters Score -623854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -623858.187500 Penalty: 2811.526123
	Iteration 64Q: 3 clusters Score -623858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -623859.062500 Penalty: 2811.526123
	Iteration 65Q: 3 clusters Score -623859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -623859.812500 Penalty: 2811.526123
	Iteration 66Q: 3 clusters Score -623859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -623862.937500 Penalty: 2811.526123
	Iteration 67Q: 3 clusters Score -623862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -623862.500000 Penalty: 2811.526123
	Iteration 68Q: 3 clusters Score -623862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -623864.250000 Penalty: 2811.526123
	Iteration 69Q: 3 clusters Score -623864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -623864.687500 Penalty: 2811.526123
	Iteration 70Q: 3 clusters Score -623864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -623865.062500 Penalty: 2811.526123
	Iteration 71Q: 3 clusters Score -623865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -623865.062500 Penalty: 2811.526123
	Iteration 72F: 3 clusters Score -623865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -290119.187500 Penalty: 1286.244019
	Iteration 0F: 2 clusters Score -290119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -287541.250000 Penalty: 2572.488037
	Iteration 0F: 3 clusters Score -287541.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -288123.781250 Penalty: 2572.488037
	Iteration 1F: 3 clusters Score -288123.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -288258.812500 Penalty: 2572.488037
	Iteration 2F: 3 clusters Score -288258.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288350.093750 Penalty: 2572.488037
	Iteration 3F: 3 clusters Score -288350.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -288405.687500 Penalty: 2572.488037
	Iteration 4Q: 3 clusters Score -288405.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -288435.093750 Penalty: 2572.488037
	Iteration 5Q: 3 clusters Score -288435.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288457.187500 Penalty: 2572.488037
	Iteration 6Q: 3 clusters Score -288457.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -288475.218750 Penalty: 2572.488037
	Iteration 7Q: 3 clusters Score -288475.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288494.187500 Penalty: 2572.488037
	Iteration 8Q: 3 clusters Score -288494.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288514.156250 Penalty: 2572.488037
	Iteration 9Q: 3 clusters Score -288514.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288530.906250 Penalty: 2572.488037
	Iteration 10Q: 3 clusters Score -288530.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -288545.656250 Penalty: 2572.488037
	Iteration 11Q: 3 clusters Score -288545.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288554.906250 Penalty: 2572.488037
	Iteration 12Q: 3 clusters Score -288554.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288563.687500 Penalty: 2572.488037
	Iteration 13Q: 3 clusters Score -288563.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288577.656250 Penalty: 2572.488037
	Iteration 14Q: 3 clusters Score -288577.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -288591.468750 Penalty: 2572.488037
	Iteration 15Q: 3 clusters Score -288591.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -288605.156250 Penalty: 2572.488037
	Iteration 16Q: 3 clusters Score -288605.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -288614.968750 Penalty: 2572.488037
	Iteration 17Q: 3 clusters Score -288615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288627.687500 Penalty: 2572.488037
	Iteration 18Q: 3 clusters Score -288627.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -288640.093750 Penalty: 2572.488037
	Iteration 19Q: 3 clusters Score -288640.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -288651.406250 Penalty: 2572.488037
	Iteration 20F: 3 clusters Score -288651.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -288661.656250 Penalty: 2572.488037
	Iteration 21Q: 3 clusters Score -288661.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -288667.156250 Penalty: 2572.488037
	Iteration 22Q: 3 clusters Score -288667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -288672.437500 Penalty: 2572.488037
	Iteration 23Q: 3 clusters Score -288672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288675.062500 Penalty: 2572.488037
	Iteration 24Q: 3 clusters Score -288675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288678.312500 Penalty: 2572.488037
	Iteration 25Q: 3 clusters Score -288678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288681.312500 Penalty: 2572.488037
	Iteration 26Q: 3 clusters Score -288681.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -288685.906250 Penalty: 2572.488037
	Iteration 27Q: 3 clusters Score -288685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -288693.375000 Penalty: 2572.488037
	Iteration 28Q: 3 clusters Score -288693.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -288698.500000 Penalty: 2572.488037
	Iteration 29Q: 3 clusters Score -288698.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288703.750000 Penalty: 2572.488037
	Iteration 30Q: 3 clusters Score -288703.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288707.531250 Penalty: 2572.488037
	Iteration 31Q: 3 clusters Score -288707.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -288710.812500 Penalty: 2572.488037
	Iteration 32Q: 3 clusters Score -288710.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -288713.593750 Penalty: 2572.488037
	Iteration 33Q: 3 clusters Score -288713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -288714.937500 Penalty: 2572.488037
	Iteration 34Q: 3 clusters Score -288714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -288715.406250 Penalty: 2572.488037
	Iteration 35Q: 3 clusters Score -288715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -288715.250000 Penalty: 2572.488037
	Iteration 36Q: 3 clusters Score -288715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -288716.156250 Penalty: 2572.488037
	Iteration 37Q: 3 clusters Score -288716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -288716.156250 Penalty: 2572.488037
	Iteration 38F: 3 clusters Score -288716.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -612319.750000 Penalty: 1412.420410
	Iteration 0F: 2 clusters Score -612319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -607786.375000 Penalty: 2824.840820
	Iteration 0F: 3 clusters Score -607786.4 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -609062.750000 Penalty: 2824.840820
	Iteration 1F: 3 clusters Score -609062.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -609216.187500 Penalty: 2824.840820
	Iteration 2F: 3 clusters Score -609216.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -609329.125000 Penalty: 2824.840820
	Iteration 3Q: 3 clusters Score -609329.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -609414.750000 Penalty: 2824.840820
	Iteration 4Q: 3 clusters Score -609414.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -609474.687500 Penalty: 2824.840820
	Iteration 5Q: 3 clusters Score -609474.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -609527.750000 Penalty: 2824.840820
	Iteration 6Q: 3 clusters Score -609527.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -609572.750000 Penalty: 2824.840820
	Iteration 7Q: 3 clusters Score -609572.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -609612.187500 Penalty: 2824.840820
	Iteration 8Q: 3 clusters Score -609612.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -609659.000000 Penalty: 2824.840820
	Iteration 9Q: 3 clusters Score -609659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -609713.375000 Penalty: 2824.840820
	Iteration 10Q: 3 clusters Score -609713.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -609782.937500 Penalty: 2824.840820
	Iteration 11Q: 3 clusters Score -609782.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -609878.562500 Penalty: 2824.840820
	Iteration 12Q: 3 clusters Score -609878.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -609976.750000 Penalty: 2824.840820
	Iteration 13Q: 3 clusters Score -609976.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -610106.312500 Penalty: 2824.840820
	Iteration 14Q: 3 clusters Score -610106.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -610256.937500 Penalty: 2824.840820
	Iteration 15Q: 3 clusters Score -610256.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -610396.437500 Penalty: 2824.840820
	Iteration 16Q: 3 clusters Score -610396.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -610546.125000 Penalty: 2824.840820
	Iteration 17Q: 3 clusters Score -610546.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -610687.562500 Penalty: 2824.840820
	Iteration 18Q: 3 clusters Score -610687.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -610807.125000 Penalty: 2824.840820
	Iteration 19Q: 3 clusters Score -610807.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -610901.625000 Penalty: 2824.840820
	Iteration 20F: 3 clusters Score -610901.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -610979.000000 Penalty: 2824.840820
	Iteration 21Q: 3 clusters Score -610979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -611028.187500 Penalty: 2824.840820
	Iteration 22Q: 3 clusters Score -611028.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -611075.750000 Penalty: 2824.840820
	Iteration 23Q: 3 clusters Score -611075.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -611119.812500 Penalty: 2824.840820
	Iteration 24Q: 3 clusters Score -611119.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -611155.687500 Penalty: 2824.840820
	Iteration 25Q: 3 clusters Score -611155.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -611182.937500 Penalty: 2824.840820
	Iteration 26Q: 3 clusters Score -611182.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -611208.062500 Penalty: 2824.840820
	Iteration 27Q: 3 clusters Score -611208.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -611223.187500 Penalty: 2824.840820
	Iteration 28Q: 3 clusters Score -611223.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -611241.750000 Penalty: 2824.840820
	Iteration 29Q: 3 clusters Score -611241.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -611257.312500 Penalty: 2824.840820
	Iteration 30Q: 3 clusters Score -611257.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -611267.125000 Penalty: 2824.840820
	Iteration 31Q: 3 clusters Score -611267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -611278.250000 Penalty: 2824.840820
	Iteration 32Q: 3 clusters Score -611278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -611282.187500 Penalty: 2824.840820
	Iteration 33Q: 3 clusters Score -611282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -611288.312500 Penalty: 2824.840820
	Iteration 34Q: 3 clusters Score -611288.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -611295.125000 Penalty: 2824.840820
	Iteration 35Q: 3 clusters Score -611295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -611299.812500 Penalty: 2824.840820
	Iteration 36Q: 3 clusters Score -611299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -611300.437500 Penalty: 2824.840820
	Iteration 37Q: 3 clusters Score -611300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -611302.375000 Penalty: 2824.840820
	Iteration 38Q: 3 clusters Score -611302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -611303.125000 Penalty: 2824.840820
	Iteration 39Q: 3 clusters Score -611303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -611304.500000 Penalty: 2824.840820
	Iteration 40F: 3 clusters Score -611304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -611305.375000 Penalty: 2824.840820
	Iteration 41Q: 3 clusters Score -611305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -611307.125000 Penalty: 2824.840820
	Iteration 42Q: 3 clusters Score -611307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -611312.125000 Penalty: 2824.840820
	Iteration 43Q: 3 clusters Score -611312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -611318.500000 Penalty: 2824.840820
	Iteration 44Q: 3 clusters Score -611318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -611323.937500 Penalty: 2824.840820
	Iteration 45Q: 3 clusters Score -611323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -611326.375000 Penalty: 2824.840820
	Iteration 46Q: 3 clusters Score -611326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -611329.062500 Penalty: 2824.840820
	Iteration 47Q: 3 clusters Score -611329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -611330.625000 Penalty: 2824.840820
	Iteration 48Q: 3 clusters Score -611330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -611330.625000 Penalty: 2824.840820
	Iteration 49F: 3 clusters Score -611330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (87906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Entering Unmasked Estep 
Score: -9570744.000000 Penalty: 1849.903809
	Iteration 0F: 2 clusters Score -9570744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -9511685.000000 Penalty: 3699.807617
	Iteration 0F: 3 clusters Score -9511685 nChanged 41921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -9536149.000000 Penalty: 3699.807617
	Iteration 1F: 3 clusters Score -9536149 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -9536952.000000 Penalty: 3699.807617
	Iteration 2Q: 3 clusters Score -9536952 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -9537931.000000 Penalty: 3699.807617
	Iteration 3Q: 3 clusters Score -9537931 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -9539071.000000 Penalty: 3699.807617
	Iteration 4Q: 3 clusters Score -9539071 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -9540285.000000 Penalty: 3699.807617
	Iteration 5Q: 3 clusters Score -9540285 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -9541748.000000 Penalty: 3699.807617
	Iteration 6Q: 3 clusters Score -9541748 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -9543047.000000 Penalty: 3699.807617
	Iteration 7Q: 3 clusters Score -9543047 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -9544328.000000 Penalty: 3699.807617
	Iteration 8Q: 3 clusters Score -9544328 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -9545520.000000 Penalty: 3699.807617
	Iteration 9Q: 3 clusters Score -9545520 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -9546562.000000 Penalty: 3699.807617
	Iteration 10Q: 3 clusters Score -9546562 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -9547839.000000 Penalty: 3699.807617
	Iteration 11Q: 3 clusters Score -9547839 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -9549414.000000 Penalty: 3699.807617
	Iteration 12Q: 3 clusters Score -9549414 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9551012.000000 Penalty: 3699.807617
	Iteration 13Q: 3 clusters Score -9551012 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -9552303.000000 Penalty: 3699.807617
	Iteration 14Q: 3 clusters Score -9552303 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -9552862.000000 Penalty: 3699.807617
	Iteration 15Q: 3 clusters Score -9552862 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9553144.000000 Penalty: 3699.807617
	Iteration 16Q: 3 clusters Score -9553144 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -9553298.000000 Penalty: 3699.807617
	Iteration 17Q: 3 clusters Score -9553298 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -9553511.000000 Penalty: 3699.807617
	Iteration 18Q: 3 clusters Score -9553511 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -9553774.000000 Penalty: 3699.807617
	Iteration 19Q: 3 clusters Score -9553774 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -9553968.000000 Penalty: 3699.807617
	Iteration 20F: 3 clusters Score -9553968 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -9554173.000000 Penalty: 3699.807617
	Iteration 21Q: 3 clusters Score -9554173 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -9554401.000000 Penalty: 3699.807617
	Iteration 22Q: 3 clusters Score -9554401 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -9554704.000000 Penalty: 3699.807617
	Iteration 23Q: 3 clusters Score -9554704 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -9555084.000000 Penalty: 3699.807617
	Iteration 24Q: 3 clusters Score -9555084 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -9555447.000000 Penalty: 3699.807617
	Iteration 25Q: 3 clusters Score -9555447 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -9555961.000000 Penalty: 3699.807617
	Iteration 26Q: 3 clusters Score -9555961 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -9556551.000000 Penalty: 3699.807617
	Iteration 27Q: 3 clusters Score -9556551 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -9557103.000000 Penalty: 3699.807617
	Iteration 28Q: 3 clusters Score -9557103 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -9557752.000000 Penalty: 3699.807617
	Iteration 29Q: 3 clusters Score -9557752 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -9558470.000000 Penalty: 3699.807617
	Iteration 30Q: 3 clusters Score -9558470 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -9559221.000000 Penalty: 3699.807617
	Iteration 31Q: 3 clusters Score -9559221 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -9560063.000000 Penalty: 3699.807617
	Iteration 32Q: 3 clusters Score -9560063 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -9561023.000000 Penalty: 3699.807617
	Iteration 33Q: 3 clusters Score -9561023 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -9561983.000000 Penalty: 3699.807617
	Iteration 34Q: 3 clusters Score -9561983 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -9563132.000000 Penalty: 3699.807617
	Iteration 35Q: 3 clusters Score -9563132 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81166 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -9564237.000000 Penalty: 3699.807617
	Iteration 36Q: 3 clusters Score -9564237 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9565356.000000 Penalty: 3699.807617
	Iteration 37Q: 3 clusters Score -9565356 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -9566295.000000 Penalty: 3699.807617
	Iteration 38Q: 3 clusters Score -9566295 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9567035.000000 Penalty: 3699.807617
	Iteration 39Q: 3 clusters Score -9567035 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9567622.000000 Penalty: 3699.807617
	Iteration 40F: 3 clusters Score -9567622 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9568106.000000 Penalty: 3699.807617
	Iteration 41Q: 3 clusters Score -9568106 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9568475.000000 Penalty: 3699.807617
	Iteration 42Q: 3 clusters Score -9568475 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9568659.000000 Penalty: 3699.807617
	Iteration 43Q: 3 clusters Score -9568659 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9568797.000000 Penalty: 3699.807617
	Iteration 44Q: 3 clusters Score -9568797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9568892.000000 Penalty: 3699.807617
	Iteration 45Q: 3 clusters Score -9568892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9568982.000000 Penalty: 3699.807617
	Iteration 46Q: 3 clusters Score -9568982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9569023.000000 Penalty: 3699.807617
	Iteration 47Q: 3 clusters Score -9569023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9569074.000000 Penalty: 3699.807617
	Iteration 48Q: 3 clusters Score -9569074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9569091.000000 Penalty: 3699.807617
	Iteration 49Q: 3 clusters Score -9569091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9569120.000000 Penalty: 3699.807617
	Iteration 50Q: 3 clusters Score -9569120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9569119.000000 Penalty: 3699.807617
	Iteration 51Q: 3 clusters Score -9569119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9569124.000000 Penalty: 3699.807617
	Iteration 52Q: 3 clusters Score -9569124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9569120.000000 Penalty: 3699.807617
	Iteration 53Q: 3 clusters Score -9569120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9569121.000000 Penalty: 3699.807617
	Iteration 54Q: 3 clusters Score -9569121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9569126.000000 Penalty: 3699.807617
	Iteration 55Q: 3 clusters Score -9569126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9569131.000000 Penalty: 3699.807617
	Iteration 56Q: 3 clusters Score -9569131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9569133.000000 Penalty: 3699.807617
	Iteration 57Q: 3 clusters Score -9569133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9569130.000000 Penalty: 3699.807617
	Iteration 58Q: 3 clusters Score -9569130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9569130.000000 Penalty: 3699.807617
	Iteration 59F: 3 clusters Score -9569130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -687898.500000 Penalty: 1431.457031
	Iteration 0F: 2 clusters Score -687898.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -682797.812500 Penalty: 2862.914062
	Iteration 0F: 3 clusters Score -682797.8 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -684427.812500 Penalty: 2862.914062
	Iteration 1F: 3 clusters Score -684427.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -684633.687500 Penalty: 2862.914062
	Iteration 2F: 3 clusters Score -684633.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -684768.187500 Penalty: 2862.914062
	Iteration 3Q: 3 clusters Score -684768.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -684882.875000 Penalty: 2862.914062
	Iteration 4Q: 3 clusters Score -684882.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -684972.625000 Penalty: 2862.914062
	Iteration 5Q: 3 clusters Score -684972.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -685059.812500 Penalty: 2862.914062
	Iteration 6Q: 3 clusters Score -685059.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -685139.812500 Penalty: 2862.914062
	Iteration 7Q: 3 clusters Score -685139.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -685233.375000 Penalty: 2862.914062
	Iteration 8Q: 3 clusters Score -685233.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -685366.000000 Penalty: 2862.914062
	Iteration 9Q: 3 clusters Score -685366 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -685523.000000 Penalty: 2862.914062
	Iteration 10Q: 3 clusters Score -685523 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -685716.937500 Penalty: 2862.914062
	Iteration 11Q: 3 clusters Score -685716.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -685916.125000 Penalty: 2862.914062
	Iteration 12Q: 3 clusters Score -685916.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -686120.000000 Penalty: 2862.914062
	Iteration 13Q: 3 clusters Score -686120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -686294.875000 Penalty: 2862.914062
	Iteration 14Q: 3 clusters Score -686294.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -686416.937500 Penalty: 2862.914062
	Iteration 15Q: 3 clusters Score -686416.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -686494.875000 Penalty: 2862.914062
	Iteration 16Q: 3 clusters Score -686494.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -686559.937500 Penalty: 2862.914062
	Iteration 17Q: 3 clusters Score -686559.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -686612.875000 Penalty: 2862.914062
	Iteration 18Q: 3 clusters Score -686612.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -686645.187500 Penalty: 2862.914062
	Iteration 19Q: 3 clusters Score -686645.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -686667.187500 Penalty: 2862.914062
	Iteration 20F: 3 clusters Score -686667.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -686688.750000 Penalty: 2862.914062
	Iteration 21Q: 3 clusters Score -686688.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -686705.062500 Penalty: 2862.914062
	Iteration 22Q: 3 clusters Score -686705.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -686714.062500 Penalty: 2862.914062
	Iteration 23Q: 3 clusters Score -686714.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -686724.375000 Penalty: 2862.914062
	Iteration 24Q: 3 clusters Score -686724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -686733.000000 Penalty: 2862.914062
	Iteration 25Q: 3 clusters Score -686733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -686738.750000 Penalty: 2862.914062
	Iteration 26Q: 3 clusters Score -686738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -686741.937500 Penalty: 2862.914062
	Iteration 27Q: 3 clusters Score -686741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -686745.812500 Penalty: 2862.914062
	Iteration 28Q: 3 clusters Score -686745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -686748.687500 Penalty: 2862.914062
	Iteration 29Q: 3 clusters Score -686748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -686749.750000 Penalty: 2862.914062
	Iteration 30Q: 3 clusters Score -686749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -686749.750000 Penalty: 2862.914062
	Iteration 31Q: 3 clusters Score -686749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -686751.312500 Penalty: 2862.914062
	Iteration 32Q: 3 clusters Score -686751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -686751.312500 Penalty: 2862.914062
	Iteration 33F: 3 clusters Score -686751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Entering Unmasked Estep 
Score: -760610.687500 Penalty: 1449.931885
	Iteration 0F: 2 clusters Score -760610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -755063.187500 Penalty: 2899.863770
	Iteration 0F: 3 clusters Score -755063.2 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -757011.562500 Penalty: 2899.863770
	Iteration 1F: 3 clusters Score -757011.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -757616.687500 Penalty: 2899.863770
	Iteration 2F: 3 clusters Score -757616.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -758266.437500 Penalty: 2899.863770
	Iteration 3F: 3 clusters Score -758266.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -758817.062500 Penalty: 2899.863770
	Iteration 4F: 3 clusters Score -758817.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -759176.625000 Penalty: 2899.863770
	Iteration 5F: 3 clusters Score -759176.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -759439.562500 Penalty: 2899.863770
	Iteration 6F: 3 clusters Score -759439.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -759579.937500 Penalty: 2899.863770
	Iteration 7Q: 3 clusters Score -759579.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -759649.812500 Penalty: 2899.863770
	Iteration 8Q: 3 clusters Score -759649.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -759702.187500 Penalty: 2899.863770
	Iteration 9Q: 3 clusters Score -759702.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -759740.437500 Penalty: 2899.863770
	Iteration 10Q: 3 clusters Score -759740.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -759768.312500 Penalty: 2899.863770
	Iteration 11Q: 3 clusters Score -759768.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -759791.875000 Penalty: 2899.863770
	Iteration 12Q: 3 clusters Score -759791.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -759810.500000 Penalty: 2899.863770
	Iteration 13Q: 3 clusters Score -759810.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -759823.937500 Penalty: 2899.863770
	Iteration 14Q: 3 clusters Score -759823.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -759840.062500 Penalty: 2899.863770
	Iteration 15Q: 3 clusters Score -759840.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -759850.750000 Penalty: 2899.863770
	Iteration 16Q: 3 clusters Score -759850.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -759856.125000 Penalty: 2899.863770
	Iteration 17Q: 3 clusters Score -759856.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -759867.875000 Penalty: 2899.863770
	Iteration 18Q: 3 clusters Score -759867.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -759885.500000 Penalty: 2899.863770
	Iteration 19Q: 3 clusters Score -759885.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -759899.375000 Penalty: 2899.863770
	Iteration 20F: 3 clusters Score -759899.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -759911.375000 Penalty: 2899.863770
	Iteration 21Q: 3 clusters Score -759911.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -759926.812500 Penalty: 2899.863770
	Iteration 22Q: 3 clusters Score -759926.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -759941.375000 Penalty: 2899.863770
	Iteration 23Q: 3 clusters Score -759941.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -759957.625000 Penalty: 2899.863770
	Iteration 24Q: 3 clusters Score -759957.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -759972.437500 Penalty: 2899.863770
	Iteration 25Q: 3 clusters Score -759972.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -759981.000000 Penalty: 2899.863770
	Iteration 26Q: 3 clusters Score -759981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -759992.312500 Penalty: 2899.863770
	Iteration 27Q: 3 clusters Score -759992.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -760006.312500 Penalty: 2899.863770
	Iteration 28Q: 3 clusters Score -760006.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -760016.562500 Penalty: 2899.863770
	Iteration 29Q: 3 clusters Score -760016.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -760027.937500 Penalty: 2899.863770
	Iteration 30Q: 3 clusters Score -760027.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -760036.250000 Penalty: 2899.863770
	Iteration 31Q: 3 clusters Score -760036.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -760047.687500 Penalty: 2899.863770
	Iteration 32Q: 3 clusters Score -760047.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -760054.750000 Penalty: 2899.863770
	Iteration 33Q: 3 clusters Score -760054.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -760060.000000 Penalty: 2899.863770
	Iteration 34Q: 3 clusters Score -760060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -760062.250000 Penalty: 2899.863770
	Iteration 35Q: 3 clusters Score -760062.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -760065.562500 Penalty: 2899.863770
	Iteration 36Q: 3 clusters Score -760065.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -760068.500000 Penalty: 2899.863770
	Iteration 37Q: 3 clusters Score -760068.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -760070.062500 Penalty: 2899.863770
	Iteration 38Q: 3 clusters Score -760070.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -760072.875000 Penalty: 2899.863770
	Iteration 39Q: 3 clusters Score -760072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -760074.750000 Penalty: 2899.863770
	Iteration 40F: 3 clusters Score -760074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -760075.750000 Penalty: 2899.863770
	Iteration 41Q: 3 clusters Score -760075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -760077.125000 Penalty: 2899.863770
	Iteration 42Q: 3 clusters Score -760077.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -760082.000000 Penalty: 2899.863770
	Iteration 43Q: 3 clusters Score -760082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -760084.875000 Penalty: 2899.863770
	Iteration 44Q: 3 clusters Score -760084.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -760090.812500 Penalty: 2899.863770
	Iteration 45Q: 3 clusters Score -760090.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -760094.750000 Penalty: 2899.863770
	Iteration 46Q: 3 clusters Score -760094.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -760099.812500 Penalty: 2899.863770
	Iteration 47Q: 3 clusters Score -760099.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -760102.625000 Penalty: 2899.863770
	Iteration 48Q: 3 clusters Score -760102.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -760108.187500 Penalty: 2899.863770
	Iteration 49Q: 3 clusters Score -760108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -760107.812500 Penalty: 2899.863770
	Iteration 50Q: 3 clusters Score -760107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -760109.250000 Penalty: 2899.863770
	Iteration 51Q: 3 clusters Score -760109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -760111.312500 Penalty: 2899.863770
	Iteration 52Q: 3 clusters Score -760111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -760111.187500 Penalty: 2899.863770
	Iteration 53Q: 3 clusters Score -760111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -760112.375000 Penalty: 2899.863770
	Iteration 54Q: 3 clusters Score -760112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -760110.937500 Penalty: 2899.863770
	Iteration 55Q: 3 clusters Score -760110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -760110.937500 Penalty: 2899.863770
	Iteration 56F: 3 clusters Score -760110.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Entering Unmasked Estep 
Score: -2043947.375000 Penalty: 1599.045776
	Iteration 0F: 2 clusters Score -2043947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2031106.375000 Penalty: 3198.091553
	Iteration 0F: 3 clusters Score -2031106 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2035751.750000 Penalty: 3198.091553
	Iteration 1F: 3 clusters Score -2035752 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2036112.000000 Penalty: 3198.091553
	Iteration 2F: 3 clusters Score -2036112 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2036485.375000 Penalty: 3198.091553
	Iteration 3Q: 3 clusters Score -2036485 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2036876.375000 Penalty: 3198.091553
	Iteration 4Q: 3 clusters Score -2036876 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2037287.500000 Penalty: 3198.091553
	Iteration 5Q: 3 clusters Score -2037288 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2037704.125000 Penalty: 3198.091553
	Iteration 6Q: 3 clusters Score -2037704 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2038163.750000 Penalty: 3198.091553
	Iteration 7Q: 3 clusters Score -2038164 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2038698.125000 Penalty: 3198.091553
	Iteration 8Q: 3 clusters Score -2038698 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2039282.625000 Penalty: 3198.091553
	Iteration 9Q: 3 clusters Score -2039283 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2039848.250000 Penalty: 3198.091553
	Iteration 10Q: 3 clusters Score -2039848 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2040412.375000 Penalty: 3198.091553
	Iteration 11Q: 3 clusters Score -2040412 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2040852.250000 Penalty: 3198.091553
	Iteration 12Q: 3 clusters Score -2040852 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2041144.625000 Penalty: 3198.091553
	Iteration 13Q: 3 clusters Score -2041145 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2041382.125000 Penalty: 3198.091553
	Iteration 14Q: 3 clusters Score -2041382 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2041550.375000 Penalty: 3198.091553
	Iteration 15Q: 3 clusters Score -2041550 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2041679.625000 Penalty: 3198.091553
	Iteration 16Q: 3 clusters Score -2041680 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2041747.875000 Penalty: 3198.091553
	Iteration 17Q: 3 clusters Score -2041748 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2041803.125000 Penalty: 3198.091553
	Iteration 18Q: 3 clusters Score -2041803 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2041856.875000 Penalty: 3198.091553
	Iteration 19Q: 3 clusters Score -2041857 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2041922.875000 Penalty: 3198.091553
	Iteration 20F: 3 clusters Score -2041923 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2041971.125000 Penalty: 3198.091553
	Iteration 21Q: 3 clusters Score -2041971 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2042022.125000 Penalty: 3198.091553
	Iteration 22Q: 3 clusters Score -2042022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2042073.750000 Penalty: 3198.091553
	Iteration 23Q: 3 clusters Score -2042074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2042109.000000 Penalty: 3198.091553
	Iteration 24Q: 3 clusters Score -2042109 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2042165.500000 Penalty: 3198.091553
	Iteration 25Q: 3 clusters Score -2042166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2042221.375000 Penalty: 3198.091553
	Iteration 26Q: 3 clusters Score -2042221 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2042262.000000 Penalty: 3198.091553
	Iteration 27Q: 3 clusters Score -2042262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2042301.125000 Penalty: 3198.091553
	Iteration 28Q: 3 clusters Score -2042301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2042339.500000 Penalty: 3198.091553
	Iteration 29Q: 3 clusters Score -2042340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2042378.125000 Penalty: 3198.091553
	Iteration 30Q: 3 clusters Score -2042378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2042415.750000 Penalty: 3198.091553
	Iteration 31Q: 3 clusters Score -2042416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2042438.375000 Penalty: 3198.091553
	Iteration 32Q: 3 clusters Score -2042438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2042470.625000 Penalty: 3198.091553
	Iteration 33Q: 3 clusters Score -2042471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2042493.000000 Penalty: 3198.091553
	Iteration 34Q: 3 clusters Score -2042493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2042511.000000 Penalty: 3198.091553
	Iteration 35Q: 3 clusters Score -2042511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2042529.125000 Penalty: 3198.091553
	Iteration 36Q: 3 clusters Score -2042529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2042550.125000 Penalty: 3198.091553
	Iteration 37Q: 3 clusters Score -2042550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2042572.875000 Penalty: 3198.091553
	Iteration 38Q: 3 clusters Score -2042573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2042595.500000 Penalty: 3198.091553
	Iteration 39Q: 3 clusters Score -2042596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2042607.500000 Penalty: 3198.091553
	Iteration 40F: 3 clusters Score -2042608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2042616.125000 Penalty: 3198.091553
	Iteration 41Q: 3 clusters Score -2042616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2042624.500000 Penalty: 3198.091553
	Iteration 42Q: 3 clusters Score -2042624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2042633.875000 Penalty: 3198.091553
	Iteration 43Q: 3 clusters Score -2042634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2042640.125000 Penalty: 3198.091553
	Iteration 44Q: 3 clusters Score -2042640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2042642.375000 Penalty: 3198.091553
	Iteration 45Q: 3 clusters Score -2042642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2042645.625000 Penalty: 3198.091553
	Iteration 46Q: 3 clusters Score -2042646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2042645.375000 Penalty: 3198.091553
	Iteration 47Q: 3 clusters Score -2042645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2042651.500000 Penalty: 3198.091553
	Iteration 48Q: 3 clusters Score -2042652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2042651.625000 Penalty: 3198.091553
	Iteration 49Q: 3 clusters Score -2042652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2042656.625000 Penalty: 3198.091553
	Iteration 50Q: 3 clusters Score -2042657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2042662.375000 Penalty: 3198.091553
	Iteration 51Q: 3 clusters Score -2042662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2042667.625000 Penalty: 3198.091553
	Iteration 52Q: 3 clusters Score -2042668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2042668.375000 Penalty: 3198.091553
	Iteration 53Q: 3 clusters Score -2042668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2042671.125000 Penalty: 3198.091553
	Iteration 54Q: 3 clusters Score -2042671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2042673.125000 Penalty: 3198.091553
	Iteration 55Q: 3 clusters Score -2042673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2042677.250000 Penalty: 3198.091553
	Iteration 56Q: 3 clusters Score -2042677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2042679.500000 Penalty: 3198.091553
	Iteration 57Q: 3 clusters Score -2042680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2042682.625000 Penalty: 3198.091553
	Iteration 58Q: 3 clusters Score -2042683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2042686.500000 Penalty: 3198.091553
	Iteration 59Q: 3 clusters Score -2042686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2042685.375000 Penalty: 3198.091553
	Iteration 60F: 3 clusters Score -2042685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2042688.000000 Penalty: 3198.091553
	Iteration 61Q: 3 clusters Score -2042688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2042693.125000 Penalty: 3198.091553
	Iteration 62Q: 3 clusters Score -2042693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2042694.375000 Penalty: 3198.091553
	Iteration 63Q: 3 clusters Score -2042694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2042697.625000 Penalty: 3198.091553
	Iteration 64Q: 3 clusters Score -2042698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2042704.750000 Penalty: 3198.091553
	Iteration 65Q: 3 clusters Score -2042705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2042710.250000 Penalty: 3198.091553
	Iteration 66Q: 3 clusters Score -2042710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2042709.625000 Penalty: 3198.091553
	Iteration 67Q: 3 clusters Score -2042710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2042709.625000 Penalty: 3198.091553
	Iteration 68F: 3 clusters Score -2042710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -293771.562500 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -293771.6 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 1546 members 
Entering Unmasked Estep 
Score: -291019.031250 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -291019 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -291802.906250 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -291802.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292058.000000 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -292058 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -292334.531250 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -292334.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -292640.531250 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -292640.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -292886.500000 Penalty: 2606.160156
	Iteration 5F: 3 clusters Score -292886.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -293044.406250 Penalty: 2606.160156
	Iteration 6F: 3 clusters Score -293044.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -293178.593750 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -293178.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -293248.000000 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -293248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -293294.718750 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -293294.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -293326.500000 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -293326.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -293345.718750 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -293345.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -293355.250000 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -293355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -293362.093750 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -293362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -293368.187500 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -293368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -293371.000000 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -293371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -293377.750000 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -293377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -293384.593750 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -293384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -293390.125000 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -293390.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -293394.281250 Penalty: 2606.160156
	Iteration 19Q: 3 clusters Score -293394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -293395.812500 Penalty: 2606.160156
	Iteration 20F: 3 clusters Score -293395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -293396.375000 Penalty: 2606.160156
	Iteration 21Q: 3 clusters Score -293396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -293396.375000 Penalty: 2606.160156
	Iteration 22F: 3 clusters Score -293396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Entering Unmasked Estep 
Score: -3477838.250000 Penalty: 1690.756714
	Iteration 0F: 2 clusters Score -3477838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3455569.250000 Penalty: 3381.513428
	Iteration 0F: 3 clusters Score -3455569 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3464349.500000 Penalty: 3381.513428
	Iteration 1F: 3 clusters Score -3464350 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3465050.500000 Penalty: 3381.513428
	Iteration 2F: 3 clusters Score -3465050 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3465966.500000 Penalty: 3381.513428
	Iteration 3F: 3 clusters Score -3465966 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3467072.750000 Penalty: 3381.513428
	Iteration 4F: 3 clusters Score -3467073 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3468363.500000 Penalty: 3381.513428
	Iteration 5F: 3 clusters Score -3468364 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3469874.500000 Penalty: 3381.513428
	Iteration 6F: 3 clusters Score -3469874 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3471398.750000 Penalty: 3381.513428
	Iteration 7F: 3 clusters Score -3471399 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3472665.500000 Penalty: 3381.513428
	Iteration 8F: 3 clusters Score -3472666 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3473610.500000 Penalty: 3381.513428
	Iteration 9Q: 3 clusters Score -3473610 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3474303.250000 Penalty: 3381.513428
	Iteration 10Q: 3 clusters Score -3474303 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3474825.750000 Penalty: 3381.513428
	Iteration 11Q: 3 clusters Score -3474826 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3475268.500000 Penalty: 3381.513428
	Iteration 12Q: 3 clusters Score -3475268 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -3475634.500000 Penalty: 3381.513428
	Iteration 13Q: 3 clusters Score -3475634 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3475854.250000 Penalty: 3381.513428
	Iteration 14Q: 3 clusters Score -3475854 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3476010.500000 Penalty: 3381.513428
	Iteration 15Q: 3 clusters Score -3476010 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3476147.500000 Penalty: 3381.513428
	Iteration 16Q: 3 clusters Score -3476148 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3476261.750000 Penalty: 3381.513428
	Iteration 17Q: 3 clusters Score -3476262 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3476360.250000 Penalty: 3381.513428
	Iteration 18Q: 3 clusters Score -3476360 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3476445.500000 Penalty: 3381.513428
	Iteration 19Q: 3 clusters Score -3476446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3476507.000000 Penalty: 3381.513428
	Iteration 20F: 3 clusters Score -3476507 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3476547.250000 Penalty: 3381.513428
	Iteration 21Q: 3 clusters Score -3476547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3476577.000000 Penalty: 3381.513428
	Iteration 22Q: 3 clusters Score -3476577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -3476578.750000 Penalty: 3381.513428
	Iteration 23Q: 3 clusters Score -3476579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3476587.750000 Penalty: 3381.513428
	Iteration 24Q: 3 clusters Score -3476588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -3476600.250000 Penalty: 3381.513428
	Iteration 25Q: 3 clusters Score -3476600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -3476610.000000 Penalty: 3381.513428
	Iteration 26Q: 3 clusters Score -3476610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3476623.500000 Penalty: 3381.513428
	Iteration 27Q: 3 clusters Score -3476624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3476626.250000 Penalty: 3381.513428
	Iteration 28Q: 3 clusters Score -3476626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -3476644.250000 Penalty: 3381.513428
	Iteration 29Q: 3 clusters Score -3476644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3476643.250000 Penalty: 3381.513428
	Iteration 30Q: 3 clusters Score -3476643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3476640.000000 Penalty: 3381.513428
	Iteration 31Q: 3 clusters Score -3476640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3476645.500000 Penalty: 3381.513428
	Iteration 32Q: 3 clusters Score -3476646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -3476650.500000 Penalty: 3381.513428
	Iteration 33Q: 3 clusters Score -3476650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3476651.500000 Penalty: 3381.513428
	Iteration 34Q: 3 clusters Score -3476652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3476652.000000 Penalty: 3381.513428
	Iteration 35Q: 3 clusters Score -3476652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3476651.500000 Penalty: 3381.513428
	Iteration 36Q: 3 clusters Score -3476652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3476650.500000 Penalty: 3381.513428
	Iteration 37Q: 3 clusters Score -3476650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3476652.000000 Penalty: 3381.513428
	Iteration 38Q: 3 clusters Score -3476652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3476651.500000 Penalty: 3381.513428
	Iteration 39Q: 3 clusters Score -3476652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3476651.500000 Penalty: 3381.513428
	Iteration 40F: 3 clusters Score -3476652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -451784.500000 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -451784.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -448325.000000 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -448325 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -449224.687500 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -449224.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -449414.781250 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -449414.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -449540.812500 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -449540.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -449628.593750 Penalty: 2707.921875
	Iteration 4Q: 3 clusters Score -449628.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -449713.593750 Penalty: 2707.921875
	Iteration 5Q: 3 clusters Score -449713.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -449784.375000 Penalty: 2707.921875
	Iteration 6Q: 3 clusters Score -449784.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -449839.875000 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -449839.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -449890.937500 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -449890.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -449934.781250 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -449934.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -449976.343750 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -449976.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -450002.781250 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -450002.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -450029.437500 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -450029.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -450052.468750 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -450052.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -450072.656250 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -450072.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -450096.500000 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -450096.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -450117.218750 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -450117.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -450139.093750 Penalty: 2707.921875
	Iteration 17Q: 3 clusters Score -450139.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -450167.281250 Penalty: 2707.921875
	Iteration 18Q: 3 clusters Score -450167.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -450189.125000 Penalty: 2707.921875
	Iteration 19Q: 3 clusters Score -450189.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -450212.625000 Penalty: 2707.921875
	Iteration 20F: 3 clusters Score -450212.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -450235.031250 Penalty: 2707.921875
	Iteration 21Q: 3 clusters Score -450235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -450250.625000 Penalty: 2707.921875
	Iteration 22Q: 3 clusters Score -450250.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -450265.093750 Penalty: 2707.921875
	Iteration 23Q: 3 clusters Score -450265.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -450277.843750 Penalty: 2707.921875
	Iteration 24Q: 3 clusters Score -450277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -450286.062500 Penalty: 2707.921875
	Iteration 25Q: 3 clusters Score -450286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -450291.031250 Penalty: 2707.921875
	Iteration 26Q: 3 clusters Score -450291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -450294.343750 Penalty: 2707.921875
	Iteration 27Q: 3 clusters Score -450294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -450296.906250 Penalty: 2707.921875
	Iteration 28Q: 3 clusters Score -450296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -450297.875000 Penalty: 2707.921875
	Iteration 29Q: 3 clusters Score -450297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -450299.406250 Penalty: 2707.921875
	Iteration 30Q: 3 clusters Score -450299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -450300.687500 Penalty: 2707.921875
	Iteration 31Q: 3 clusters Score -450300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -450302.718750 Penalty: 2707.921875
	Iteration 32Q: 3 clusters Score -450302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -450304.187500 Penalty: 2707.921875
	Iteration 33Q: 3 clusters Score -450304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -450305.718750 Penalty: 2707.921875
	Iteration 34Q: 3 clusters Score -450305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -450306.875000 Penalty: 2707.921875
	Iteration 35Q: 3 clusters Score -450306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -450307.437500 Penalty: 2707.921875
	Iteration 36Q: 3 clusters Score -450307.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -450310.093750 Penalty: 2707.921875
	Iteration 37Q: 3 clusters Score -450310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -450313.843750 Penalty: 2707.921875
	Iteration 38Q: 3 clusters Score -450313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -450317.593750 Penalty: 2707.921875
	Iteration 39Q: 3 clusters Score -450317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -450317.843750 Penalty: 2707.921875
	Iteration 40F: 3 clusters Score -450317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -450318.531250 Penalty: 2707.921875
	Iteration 41Q: 3 clusters Score -450318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -450318.531250 Penalty: 2707.921875
	Iteration 42F: 3 clusters Score -450318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Entering Unmasked Estep 
Score: -1102627.375000 Penalty: 1511.739258
	Iteration 0F: 2 clusters Score -1102627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1094853.875000 Penalty: 3023.478516
	Iteration 0F: 3 clusters Score -1094854 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1097302.500000 Penalty: 3023.478516
	Iteration 1F: 3 clusters Score -1097302 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1097577.625000 Penalty: 3023.478516
	Iteration 2F: 3 clusters Score -1097578 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1097805.875000 Penalty: 3023.478516
	Iteration 3Q: 3 clusters Score -1097806 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1098009.125000 Penalty: 3023.478516
	Iteration 4Q: 3 clusters Score -1098009 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1098223.000000 Penalty: 3023.478516
	Iteration 5Q: 3 clusters Score -1098223 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1098467.250000 Penalty: 3023.478516
	Iteration 6Q: 3 clusters Score -1098467 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1098768.250000 Penalty: 3023.478516
	Iteration 7Q: 3 clusters Score -1098768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1099140.750000 Penalty: 3023.478516
	Iteration 8F: 3 clusters Score -1099141 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1099553.125000 Penalty: 3023.478516
	Iteration 9F: 3 clusters Score -1099553 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1099995.625000 Penalty: 3023.478516
	Iteration 10F: 3 clusters Score -1099996 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1100382.125000 Penalty: 3023.478516
	Iteration 11Q: 3 clusters Score -1100382 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1100706.000000 Penalty: 3023.478516
	Iteration 12Q: 3 clusters Score -1100706 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1100924.125000 Penalty: 3023.478516
	Iteration 13Q: 3 clusters Score -1100924 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1101048.375000 Penalty: 3023.478516
	Iteration 14Q: 3 clusters Score -1101048 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1101134.125000 Penalty: 3023.478516
	Iteration 15Q: 3 clusters Score -1101134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1101180.250000 Penalty: 3023.478516
	Iteration 16Q: 3 clusters Score -1101180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1101217.125000 Penalty: 3023.478516
	Iteration 17Q: 3 clusters Score -1101217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1101238.500000 Penalty: 3023.478516
	Iteration 18Q: 3 clusters Score -1101238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1101254.750000 Penalty: 3023.478516
	Iteration 19Q: 3 clusters Score -1101255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1101266.875000 Penalty: 3023.478516
	Iteration 20F: 3 clusters Score -1101267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1101277.875000 Penalty: 3023.478516
	Iteration 21Q: 3 clusters Score -1101278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1101282.500000 Penalty: 3023.478516
	Iteration 22Q: 3 clusters Score -1101282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1101296.750000 Penalty: 3023.478516
	Iteration 23Q: 3 clusters Score -1101297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1101303.125000 Penalty: 3023.478516
	Iteration 24Q: 3 clusters Score -1101303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1101310.125000 Penalty: 3023.478516
	Iteration 25Q: 3 clusters Score -1101310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1101316.000000 Penalty: 3023.478516
	Iteration 26Q: 3 clusters Score -1101316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1101323.000000 Penalty: 3023.478516
	Iteration 27Q: 3 clusters Score -1101323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1101326.875000 Penalty: 3023.478516
	Iteration 28Q: 3 clusters Score -1101327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1101326.250000 Penalty: 3023.478516
	Iteration 29Q: 3 clusters Score -1101326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1101326.250000 Penalty: 3023.478516
	Iteration 30F: 3 clusters Score -1101326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1011319.812500 Penalty: 1501.357422
	Iteration 0F: 2 clusters Score -1011320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1004000.750000 Penalty: 3002.714844
	Iteration 0F: 3 clusters Score -1004001 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1006490.937500 Penalty: 3002.714844
	Iteration 1F: 3 clusters Score -1006491 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1006888.312500 Penalty: 3002.714844
	Iteration 2F: 3 clusters Score -1006888 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1007262.125000 Penalty: 3002.714844
	Iteration 3F: 3 clusters Score -1007262 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1007609.750000 Penalty: 3002.714844
	Iteration 4F: 3 clusters Score -1007610 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1007982.062500 Penalty: 3002.714844
	Iteration 5F: 3 clusters Score -1007982 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1008418.312500 Penalty: 3002.714844
	Iteration 6F: 3 clusters Score -1008418 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1008914.062500 Penalty: 3002.714844
	Iteration 7F: 3 clusters Score -1008914 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1009329.187500 Penalty: 3002.714844
	Iteration 8F: 3 clusters Score -1009329 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1009627.750000 Penalty: 3002.714844
	Iteration 9Q: 3 clusters Score -1009628 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1009852.187500 Penalty: 3002.714844
	Iteration 10Q: 3 clusters Score -1009852 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1010023.000000 Penalty: 3002.714844
	Iteration 11Q: 3 clusters Score -1010023 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1010156.937500 Penalty: 3002.714844
	Iteration 12Q: 3 clusters Score -1010157 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1010240.875000 Penalty: 3002.714844
	Iteration 13Q: 3 clusters Score -1010241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1010277.625000 Penalty: 3002.714844
	Iteration 14Q: 3 clusters Score -1010278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1010304.437500 Penalty: 3002.714844
	Iteration 15Q: 3 clusters Score -1010304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1010324.375000 Penalty: 3002.714844
	Iteration 16Q: 3 clusters Score -1010324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1010344.875000 Penalty: 3002.714844
	Iteration 17Q: 3 clusters Score -1010345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1010374.750000 Penalty: 3002.714844
	Iteration 18Q: 3 clusters Score -1010375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1010392.500000 Penalty: 3002.714844
	Iteration 19Q: 3 clusters Score -1010392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1010418.125000 Penalty: 3002.714844
	Iteration 20F: 3 clusters Score -1010418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1010439.625000 Penalty: 3002.714844
	Iteration 21Q: 3 clusters Score -1010440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1010454.875000 Penalty: 3002.714844
	Iteration 22Q: 3 clusters Score -1010455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1010461.125000 Penalty: 3002.714844
	Iteration 23Q: 3 clusters Score -1010461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1010467.312500 Penalty: 3002.714844
	Iteration 24Q: 3 clusters Score -1010467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1010468.500000 Penalty: 3002.714844
	Iteration 25Q: 3 clusters Score -1010468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1010472.250000 Penalty: 3002.714844
	Iteration 26Q: 3 clusters Score -1010472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1010474.750000 Penalty: 3002.714844
	Iteration 27Q: 3 clusters Score -1010475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1010474.437500 Penalty: 3002.714844
	Iteration 28Q: 3 clusters Score -1010474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1010477.687500 Penalty: 3002.714844
	Iteration 29Q: 3 clusters Score -1010478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1010480.687500 Penalty: 3002.714844
	Iteration 30Q: 3 clusters Score -1010481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1010484.250000 Penalty: 3002.714844
	Iteration 31Q: 3 clusters Score -1010484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1010484.187500 Penalty: 3002.714844
	Iteration 32Q: 3 clusters Score -1010484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1010486.687500 Penalty: 3002.714844
	Iteration 33Q: 3 clusters Score -1010487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1010487.187500 Penalty: 3002.714844
	Iteration 34Q: 3 clusters Score -1010487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1010489.187500 Penalty: 3002.714844
	Iteration 35Q: 3 clusters Score -1010489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1010488.437500 Penalty: 3002.714844
	Iteration 36Q: 3 clusters Score -1010488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1010488.375000 Penalty: 3002.714844
	Iteration 37Q: 3 clusters Score -1010488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1010488.375000 Penalty: 3002.714844
	Iteration 38F: 3 clusters Score -1010488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -55501.804688 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -55501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54325.664062 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -54325.66 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54489.777344 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -54489.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54567.710938 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -54567.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54620.269531 Penalty: 2105.016113
	Iteration 3Q: 3 clusters Score -54620.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54648.890625 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -54648.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54661.730469 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -54661.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54671.058594 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -54671.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54679.242188 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -54679.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54685.921875 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -54685.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54690.652344 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -54690.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54690.652344 Penalty: 2105.016113
	Iteration 10F: 3 clusters Score -54690.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -689879.875000 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -689879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -684809.562500 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -684809.6 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -686520.375000 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -686520.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -687033.187500 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -687033.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -687522.437500 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -687522.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -687987.500000 Penalty: 2863.011230
	Iteration 4F: 3 clusters Score -687987.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -688400.625000 Penalty: 2863.011230
	Iteration 5F: 3 clusters Score -688400.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -688750.250000 Penalty: 2863.011230
	Iteration 6F: 3 clusters Score -688750.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -689056.437500 Penalty: 2863.011230
	Iteration 7Q: 3 clusters Score -689056.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -689249.812500 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -689249.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -689344.250000 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -689344.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -689397.250000 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -689397.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -689446.187500 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -689446.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -689480.375000 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -689480.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -689496.937500 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -689496.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -689510.437500 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -689510.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -689521.437500 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -689521.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -689526.562500 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -689526.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -689534.812500 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -689534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -689537.000000 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -689537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -689537.750000 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -689537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -689537.000000 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -689537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -689538.437500 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -689538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -689541.312500 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -689541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -689542.437500 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -689542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -689544.937500 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -689544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -689545.750000 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -689545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -689547.687500 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -689547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -689551.250000 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -689551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -689550.875000 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -689550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -689553.062500 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -689553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -689553.375000 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -689553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -689558.125000 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -689558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -689561.062500 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -689561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -689561.187500 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -689561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -689562.250000 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -689562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -689563.250000 Penalty: 2863.011230
	Iteration 35Q: 3 clusters Score -689563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -689563.625000 Penalty: 2863.011230
	Iteration 36Q: 3 clusters Score -689563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -689563.625000 Penalty: 2863.011230
	Iteration 37F: 3 clusters Score -689563.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -211655.437500 Penalty: 1239.949951
	Iteration 0F: 2 clusters Score -211655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209530.468750 Penalty: 2479.899902
	Iteration 0F: 3 clusters Score -209530.5 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -209936.140625 Penalty: 2479.899902
	Iteration 1F: 3 clusters Score -209936.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210021.437500 Penalty: 2479.899902
	Iteration 2F: 3 clusters Score -210021.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -210071.828125 Penalty: 2479.899902
	Iteration 3Q: 3 clusters Score -210071.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210105.046875 Penalty: 2479.899902
	Iteration 4Q: 3 clusters Score -210105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210134.781250 Penalty: 2479.899902
	Iteration 5Q: 3 clusters Score -210134.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210163.937500 Penalty: 2479.899902
	Iteration 6Q: 3 clusters Score -210163.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210190.765625 Penalty: 2479.899902
	Iteration 7Q: 3 clusters Score -210190.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210212.140625 Penalty: 2479.899902
	Iteration 8Q: 3 clusters Score -210212.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -210223.968750 Penalty: 2479.899902
	Iteration 9Q: 3 clusters Score -210224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210229.421875 Penalty: 2479.899902
	Iteration 10Q: 3 clusters Score -210229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210232.984375 Penalty: 2479.899902
	Iteration 11Q: 3 clusters Score -210233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210237.171875 Penalty: 2479.899902
	Iteration 12Q: 3 clusters Score -210237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210240.140625 Penalty: 2479.899902
	Iteration 13Q: 3 clusters Score -210240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -210242.218750 Penalty: 2479.899902
	Iteration 14Q: 3 clusters Score -210242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -210242.718750 Penalty: 2479.899902
	Iteration 15Q: 3 clusters Score -210242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210243.718750 Penalty: 2479.899902
	Iteration 16Q: 3 clusters Score -210243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210245.250000 Penalty: 2479.899902
	Iteration 17Q: 3 clusters Score -210245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210247.375000 Penalty: 2479.899902
	Iteration 18Q: 3 clusters Score -210247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210248.078125 Penalty: 2479.899902
	Iteration 19Q: 3 clusters Score -210248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210248.703125 Penalty: 2479.899902
	Iteration 20F: 3 clusters Score -210248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210248.843750 Penalty: 2479.899902
	Iteration 21Q: 3 clusters Score -210248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210249.171875 Penalty: 2479.899902
	Iteration 22Q: 3 clusters Score -210249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210249.171875 Penalty: 2479.899902
	Iteration 23F: 3 clusters Score -210249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Entering Unmasked Estep 
Score: -1547422.625000 Penalty: 1553.627808
	Iteration 0F: 2 clusters Score -1547423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1537571.500000 Penalty: 3107.255615
	Iteration 0F: 3 clusters Score -1537572 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1540983.125000 Penalty: 3107.255615
	Iteration 1F: 3 clusters Score -1540983 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1541241.500000 Penalty: 3107.255615
	Iteration 2F: 3 clusters Score -1541242 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1541457.875000 Penalty: 3107.255615
	Iteration 3Q: 3 clusters Score -1541458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1541673.125000 Penalty: 3107.255615
	Iteration 4Q: 3 clusters Score -1541673 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1541909.750000 Penalty: 3107.255615
	Iteration 5Q: 3 clusters Score -1541910 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1542211.500000 Penalty: 3107.255615
	Iteration 6Q: 3 clusters Score -1542212 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1542591.250000 Penalty: 3107.255615
	Iteration 7Q: 3 clusters Score -1542591 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1543080.875000 Penalty: 3107.255615
	Iteration 8F: 3 clusters Score -1543081 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1543747.750000 Penalty: 3107.255615
	Iteration 9F: 3 clusters Score -1543748 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1544483.375000 Penalty: 3107.255615
	Iteration 10F: 3 clusters Score -1544483 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1545077.500000 Penalty: 3107.255615
	Iteration 11Q: 3 clusters Score -1545078 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1545504.875000 Penalty: 3107.255615
	Iteration 12Q: 3 clusters Score -1545505 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1545743.875000 Penalty: 3107.255615
	Iteration 13Q: 3 clusters Score -1545744 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1545892.750000 Penalty: 3107.255615
	Iteration 14Q: 3 clusters Score -1545893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1545986.625000 Penalty: 3107.255615
	Iteration 15Q: 3 clusters Score -1545987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1546029.625000 Penalty: 3107.255615
	Iteration 16Q: 3 clusters Score -1546030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1546059.375000 Penalty: 3107.255615
	Iteration 17Q: 3 clusters Score -1546059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1546073.375000 Penalty: 3107.255615
	Iteration 18Q: 3 clusters Score -1546073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1546088.250000 Penalty: 3107.255615
	Iteration 19Q: 3 clusters Score -1546088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1546095.125000 Penalty: 3107.255615
	Iteration 20F: 3 clusters Score -1546095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1546103.750000 Penalty: 3107.255615
	Iteration 21Q: 3 clusters Score -1546104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1546113.125000 Penalty: 3107.255615
	Iteration 22Q: 3 clusters Score -1546113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1546116.000000 Penalty: 3107.255615
	Iteration 23Q: 3 clusters Score -1546116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1546121.000000 Penalty: 3107.255615
	Iteration 24Q: 3 clusters Score -1546121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1546127.250000 Penalty: 3107.255615
	Iteration 25Q: 3 clusters Score -1546127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1546127.625000 Penalty: 3107.255615
	Iteration 26Q: 3 clusters Score -1546128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1546127.625000 Penalty: 3107.255615
	Iteration 27F: 3 clusters Score -1546128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Entering Unmasked Estep 
Score: -2688222.750000 Penalty: 1651.481445
	Iteration 0F: 2 clusters Score -2688223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2670597.250000 Penalty: 3302.962891
	Iteration 0F: 3 clusters Score -2670597 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2677222.000000 Penalty: 3302.962891
	Iteration 1F: 3 clusters Score -2677222 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2677721.750000 Penalty: 3302.962891
	Iteration 2Q: 3 clusters Score -2677722 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2678368.750000 Penalty: 3302.962891
	Iteration 3Q: 3 clusters Score -2678369 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2679086.750000 Penalty: 3302.962891
	Iteration 4Q: 3 clusters Score -2679087 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2679914.250000 Penalty: 3302.962891
	Iteration 5Q: 3 clusters Score -2679914 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2680690.000000 Penalty: 3302.962891
	Iteration 6Q: 3 clusters Score -2680690 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2681449.000000 Penalty: 3302.962891
	Iteration 7Q: 3 clusters Score -2681449 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2682101.000000 Penalty: 3302.962891
	Iteration 8Q: 3 clusters Score -2682101 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2682672.750000 Penalty: 3302.962891
	Iteration 9Q: 3 clusters Score -2682673 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2683126.000000 Penalty: 3302.962891
	Iteration 10Q: 3 clusters Score -2683126 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2683471.250000 Penalty: 3302.962891
	Iteration 11Q: 3 clusters Score -2683471 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2683776.500000 Penalty: 3302.962891
	Iteration 12Q: 3 clusters Score -2683776 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2684062.000000 Penalty: 3302.962891
	Iteration 13Q: 3 clusters Score -2684062 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2684343.000000 Penalty: 3302.962891
	Iteration 14Q: 3 clusters Score -2684343 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2684632.500000 Penalty: 3302.962891
	Iteration 15Q: 3 clusters Score -2684632 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2684894.750000 Penalty: 3302.962891
	Iteration 16Q: 3 clusters Score -2684895 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2685104.500000 Penalty: 3302.962891
	Iteration 17Q: 3 clusters Score -2685104 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2685318.500000 Penalty: 3302.962891
	Iteration 18Q: 3 clusters Score -2685318 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2685482.250000 Penalty: 3302.962891
	Iteration 19Q: 3 clusters Score -2685482 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2685652.000000 Penalty: 3302.962891
	Iteration 20F: 3 clusters Score -2685652 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2685793.000000 Penalty: 3302.962891
	Iteration 21Q: 3 clusters Score -2685793 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2685907.500000 Penalty: 3302.962891
	Iteration 22Q: 3 clusters Score -2685908 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2686010.750000 Penalty: 3302.962891
	Iteration 23Q: 3 clusters Score -2686011 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2686090.500000 Penalty: 3302.962891
	Iteration 24Q: 3 clusters Score -2686090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2686158.000000 Penalty: 3302.962891
	Iteration 25Q: 3 clusters Score -2686158 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2686227.250000 Penalty: 3302.962891
	Iteration 26Q: 3 clusters Score -2686227 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2686283.500000 Penalty: 3302.962891
	Iteration 27Q: 3 clusters Score -2686284 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2686347.000000 Penalty: 3302.962891
	Iteration 28Q: 3 clusters Score -2686347 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2686399.000000 Penalty: 3302.962891
	Iteration 29Q: 3 clusters Score -2686399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2686449.250000 Penalty: 3302.962891
	Iteration 30Q: 3 clusters Score -2686449 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2686499.250000 Penalty: 3302.962891
	Iteration 31Q: 3 clusters Score -2686499 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -2686541.750000 Penalty: 3302.962891
	Iteration 32Q: 3 clusters Score -2686542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2686569.500000 Penalty: 3302.962891
	Iteration 33Q: 3 clusters Score -2686570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2686593.250000 Penalty: 3302.962891
	Iteration 34Q: 3 clusters Score -2686593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2686622.000000 Penalty: 3302.962891
	Iteration 35Q: 3 clusters Score -2686622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2686656.000000 Penalty: 3302.962891
	Iteration 36Q: 3 clusters Score -2686656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2686688.250000 Penalty: 3302.962891
	Iteration 37Q: 3 clusters Score -2686688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2686719.000000 Penalty: 3302.962891
	Iteration 38Q: 3 clusters Score -2686719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2686743.000000 Penalty: 3302.962891
	Iteration 39Q: 3 clusters Score -2686743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -2686758.500000 Penalty: 3302.962891
	Iteration 40F: 3 clusters Score -2686758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2686773.750000 Penalty: 3302.962891
	Iteration 41Q: 3 clusters Score -2686774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2686777.250000 Penalty: 3302.962891
	Iteration 42Q: 3 clusters Score -2686777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -2686791.500000 Penalty: 3302.962891
	Iteration 43Q: 3 clusters Score -2686792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2686797.750000 Penalty: 3302.962891
	Iteration 44Q: 3 clusters Score -2686798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2686809.750000 Penalty: 3302.962891
	Iteration 45Q: 3 clusters Score -2686810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -2686819.500000 Penalty: 3302.962891
	Iteration 46Q: 3 clusters Score -2686820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2686827.500000 Penalty: 3302.962891
	Iteration 47Q: 3 clusters Score -2686828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2686831.250000 Penalty: 3302.962891
	Iteration 48Q: 3 clusters Score -2686831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2686836.750000 Penalty: 3302.962891
	Iteration 49Q: 3 clusters Score -2686837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2686833.750000 Penalty: 3302.962891
	Iteration 50Q: 3 clusters Score -2686834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -2686838.000000 Penalty: 3302.962891
	Iteration 51Q: 3 clusters Score -2686838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2686839.250000 Penalty: 3302.962891
	Iteration 52Q: 3 clusters Score -2686839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2686842.500000 Penalty: 3302.962891
	Iteration 53Q: 3 clusters Score -2686842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2686844.750000 Penalty: 3302.962891
	Iteration 54Q: 3 clusters Score -2686845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -2686848.500000 Penalty: 3302.962891
	Iteration 55Q: 3 clusters Score -2686848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -2686853.250000 Penalty: 3302.962891
	Iteration 56Q: 3 clusters Score -2686853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2686855.000000 Penalty: 3302.962891
	Iteration 57Q: 3 clusters Score -2686855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -2686856.000000 Penalty: 3302.962891
	Iteration 58Q: 3 clusters Score -2686856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -2686853.750000 Penalty: 3302.962891
	Iteration 59Q: 3 clusters Score -2686854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -2686853.750000 Penalty: 3302.962891
	Iteration 60F: 3 clusters Score -2686854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -141021.296875 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -141021.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139286.468750 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -139286.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -139668.625000 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -139668.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139777.125000 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -139777.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139832.406250 Penalty: 2369.788086
	Iteration 3Q: 3 clusters Score -139832.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139873.937500 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -139873.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139906.640625 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -139906.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139942.187500 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -139942.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139971.515625 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -139971.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139986.156250 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -139986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139993.109375 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -139993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140000.015625 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -140000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140005.312500 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -140005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140008.718750 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -140008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140010.718750 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -140010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140012.593750 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -140012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140014.828125 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -140014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -140017.593750 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -140017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140020.265625 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -140020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140026.187500 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -140026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140028.640625 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -140028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140030.109375 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -140030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140031.062500 Penalty: 2369.788086
	Iteration 21Q: 3 clusters Score -140031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140031.062500 Penalty: 2369.788086
	Iteration 22F: 3 clusters Score -140031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -15634.808594 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -15634.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14898.420898 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -14898.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15076.694336 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -15076.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15145.933594 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -15145.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15200.011719 Penalty: 1793.172119
	Iteration 3F: 3 clusters Score -15200.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15259.919922 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -15259.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15315.906250 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -15315.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15349.804688 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -15349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15448.042969 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -15448.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15505.646484 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -15505.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15533.784180 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -15533.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15579.621094 Penalty: 1793.172119
	Iteration 10Q: 3 clusters Score -15579.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15593.695312 Penalty: 1793.172119
	Iteration 11Q: 3 clusters Score -15593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15599.298828 Penalty: 1793.172119
	Iteration 12F: 3 clusters Score -15599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15609.774414 Penalty: 1793.172119
	Iteration 13Q: 3 clusters Score -15609.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15609.774414 Penalty: 1793.172119
	Iteration 14F: 3 clusters Score -15609.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (180039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180039 members 
Entering Unmasked Estep 
Score: -19488196.000000 Penalty: 1966.401001
	Iteration 0F: 2 clusters Score -1.94882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -19389746.000000 Penalty: 3932.802002
	Iteration 0F: 3 clusters Score -1.938975e+07 nChanged 86974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 89121 members 
Entering Unmasked Estep 
Score: -19440398.000000 Penalty: 3932.802002
	Iteration 1F: 3 clusters Score -1.94404e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -19441102.000000 Penalty: 3932.802002
	Iteration 2Q: 3 clusters Score -1.94411e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -19441898.000000 Penalty: 3932.802002
	Iteration 3Q: 3 clusters Score -1.94419e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -19442988.000000 Penalty: 3932.802002
	Iteration 4Q: 3 clusters Score -1.944299e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -19444426.000000 Penalty: 3932.802002
	Iteration 5Q: 3 clusters Score -1.944443e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -19446788.000000 Penalty: 3932.802002
	Iteration 6Q: 3 clusters Score -1.944679e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -19450862.000000 Penalty: 3932.802002
	Iteration 7Q: 3 clusters Score -1.945086e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -19457920.000000 Penalty: 3932.802002
	Iteration 8F: 3 clusters Score -1.945792e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -19467712.000000 Penalty: 3932.802002
	Iteration 9F: 3 clusters Score -1.946771e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -19476568.000000 Penalty: 3932.802002
	Iteration 10F: 3 clusters Score -1.947657e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -19480984.000000 Penalty: 3932.802002
	Iteration 11F: 3 clusters Score -1.948098e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -19482746.000000 Penalty: 3932.802002
	Iteration 12Q: 3 clusters Score -1.948275e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -19483952.000000 Penalty: 3932.802002
	Iteration 13Q: 3 clusters Score -1.948395e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -19484956.000000 Penalty: 3932.802002
	Iteration 14Q: 3 clusters Score -1.948496e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 115434 members 
Entering Unmasked Estep 
Score: -19486180.000000 Penalty: 3932.802002
	Iteration 15Q: 3 clusters Score -1.948618e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 118492 members 
Entering Unmasked Estep 
Score: -19487184.000000 Penalty: 3932.802002
	Iteration 16Q: 3 clusters Score -1.948718e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -19488022.000000 Penalty: 3932.802002
	Iteration 17Q: 3 clusters Score -1.948802e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 124253 members 
Entering Unmasked Estep 
Score: -19488780.000000 Penalty: 3932.802002
	Iteration 18Q: 3 clusters Score -1.948878e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 127019 members 
Entering Unmasked Estep 
Score: -19489662.000000 Penalty: 3932.802002
	Iteration 19Q: 3 clusters Score -1.948966e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -19490288.000000 Penalty: 3932.802002
	Iteration 20F: 3 clusters Score -1.949029e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 132108 members 
Entering Unmasked Estep 
Score: -19491028.000000 Penalty: 3932.802002
	Iteration 21Q: 3 clusters Score -1.949103e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -19491640.000000 Penalty: 3932.802002
	Iteration 22Q: 3 clusters Score -1.949164e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 137155 members 
Entering Unmasked Estep 
Score: -19491880.000000 Penalty: 3932.802002
	Iteration 23Q: 3 clusters Score -1.949188e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 139616 members 
Entering Unmasked Estep 
Score: -19492334.000000 Penalty: 3932.802002
	Iteration 24Q: 3 clusters Score -1.949233e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 142003 members 
Entering Unmasked Estep 
Score: -19492640.000000 Penalty: 3932.802002
	Iteration 25Q: 3 clusters Score -1.949264e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -19492802.000000 Penalty: 3932.802002
	Iteration 26Q: 3 clusters Score -1.94928e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 146784 members 
Entering Unmasked Estep 
Score: -19493032.000000 Penalty: 3932.802002
	Iteration 27Q: 3 clusters Score -1.949303e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 149087 members 
Entering Unmasked Estep 
Score: -19493108.000000 Penalty: 3932.802002
	Iteration 28Q: 3 clusters Score -1.949311e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -19493242.000000 Penalty: 3932.802002
	Iteration 29Q: 3 clusters Score -1.949324e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 153377 members 
Entering Unmasked Estep 
Score: -19493262.000000 Penalty: 3932.802002
	Iteration 30Q: 3 clusters Score -1.949326e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -19493400.000000 Penalty: 3932.802002
	Iteration 31Q: 3 clusters Score -1.94934e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 157281 members 
Entering Unmasked Estep 
Score: -19493356.000000 Penalty: 3932.802002
	Iteration 32Q: 3 clusters Score -1.949336e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -19493510.000000 Penalty: 3932.802002
	Iteration 33Q: 3 clusters Score -1.949351e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 160939 members 
Entering Unmasked Estep 
Score: -19493578.000000 Penalty: 3932.802002
	Iteration 34Q: 3 clusters Score -1.949358e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 162590 members 
Entering Unmasked Estep 
Score: -19493660.000000 Penalty: 3932.802002
	Iteration 35Q: 3 clusters Score -1.949366e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -19493798.000000 Penalty: 3932.802002
	Iteration 36Q: 3 clusters Score -1.94938e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -19493938.000000 Penalty: 3932.802002
	Iteration 37Q: 3 clusters Score -1.949394e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -19493822.000000 Penalty: 3932.802002
	Iteration 38Q: 3 clusters Score -1.949382e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 167932 members 
Entering Unmasked Estep 
Score: -19493916.000000 Penalty: 3932.802002
	Iteration 39Q: 3 clusters Score -1.949392e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
Score: -19493652.000000 Penalty: 3932.802002
	Iteration 40F: 3 clusters Score -1.949365e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 170071 members 
Entering Unmasked Estep 
Score: -19493324.000000 Penalty: 3932.802002
	Iteration 41Q: 3 clusters Score -1.949332e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -19492956.000000 Penalty: 3932.802002
	Iteration 42Q: 3 clusters Score -1.949296e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -19492620.000000 Penalty: 3932.802002
	Iteration 43Q: 3 clusters Score -1.949262e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 172597 members 
Entering Unmasked Estep 
Score: -19492462.000000 Penalty: 3932.802002
	Iteration 44Q: 3 clusters Score -1.949246e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 173247 members 
Entering Unmasked Estep 
Score: -19492186.000000 Penalty: 3932.802002
	Iteration 45Q: 3 clusters Score -1.949219e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 173790 members 
Entering Unmasked Estep 
Score: -19492044.000000 Penalty: 3932.802002
	Iteration 46Q: 3 clusters Score -1.949204e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -19491786.000000 Penalty: 3932.802002
	Iteration 47Q: 3 clusters Score -1.949179e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 174681 members 
Entering Unmasked Estep 
Score: -19491454.000000 Penalty: 3932.802002
	Iteration 48Q: 3 clusters Score -1.949145e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -19491176.000000 Penalty: 3932.802002
	Iteration 49Q: 3 clusters Score -1.949118e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -19490970.000000 Penalty: 3932.802002
	Iteration 50Q: 3 clusters Score -1.949097e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 175701 members 
Entering Unmasked Estep 
Score: -19490690.000000 Penalty: 3932.802002
	Iteration 51Q: 3 clusters Score -1.949069e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -19490478.000000 Penalty: 3932.802002
	Iteration 52Q: 3 clusters Score -1.949048e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 176217 members 
Entering Unmasked Estep 
Score: -19490228.000000 Penalty: 3932.802002
	Iteration 53Q: 3 clusters Score -1.949023e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 176417 members 
Entering Unmasked Estep 
Score: -19490036.000000 Penalty: 3932.802002
	Iteration 54Q: 3 clusters Score -1.949004e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -19489830.000000 Penalty: 3932.802002
	Iteration 55Q: 3 clusters Score -1.948983e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 176771 members 
Entering Unmasked Estep 
Score: -19489648.000000 Penalty: 3932.802002
	Iteration 56Q: 3 clusters Score -1.948965e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -19489518.000000 Penalty: 3932.802002
	Iteration 57Q: 3 clusters Score -1.948952e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 177033 members 
Entering Unmasked Estep 
Score: -19489376.000000 Penalty: 3932.802002
	Iteration 58Q: 3 clusters Score -1.948938e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -19489242.000000 Penalty: 3932.802002
	Iteration 59Q: 3 clusters Score -1.948924e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 177233 members 
Entering Unmasked Estep 
Score: -19489160.000000 Penalty: 3932.802002
	Iteration 60F: 3 clusters Score -1.948916e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 177328 members 
Entering Unmasked Estep 
Score: -19489072.000000 Penalty: 3932.802002
	Iteration 61Q: 3 clusters Score -1.948907e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 177418 members 
Entering Unmasked Estep 
Score: -19489040.000000 Penalty: 3932.802002
	Iteration 62Q: 3 clusters Score -1.948904e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 177509 members 
Entering Unmasked Estep 
Score: -19488972.000000 Penalty: 3932.802002
	Iteration 63Q: 3 clusters Score -1.948897e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 177599 members 
Entering Unmasked Estep 
Score: -19488892.000000 Penalty: 3932.802002
	Iteration 64Q: 3 clusters Score -1.948889e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 177679 members 
Entering Unmasked Estep 
Score: -19488790.000000 Penalty: 3932.802002
	Iteration 65Q: 3 clusters Score -1.948879e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -19488734.000000 Penalty: 3932.802002
	Iteration 66Q: 3 clusters Score -1.948873e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 177837 members 
Entering Unmasked Estep 
Score: -19488658.000000 Penalty: 3932.802002
	Iteration 67Q: 3 clusters Score -1.948866e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -19488566.000000 Penalty: 3932.802002
	Iteration 68Q: 3 clusters Score -1.948857e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 177974 members 
Entering Unmasked Estep 
Score: -19488532.000000 Penalty: 3932.802002
	Iteration 69Q: 3 clusters Score -1.948853e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 178040 members 
Entering Unmasked Estep 
Score: -19488450.000000 Penalty: 3932.802002
	Iteration 70Q: 3 clusters Score -1.948845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 178091 members 
Entering Unmasked Estep 
Score: -19488394.000000 Penalty: 3932.802002
	Iteration 71Q: 3 clusters Score -1.948839e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -19488294.000000 Penalty: 3932.802002
	Iteration 72Q: 3 clusters Score -1.948829e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 178209 members 
Entering Unmasked Estep 
Score: -19488236.000000 Penalty: 3932.802002
	Iteration 73Q: 3 clusters Score -1.948824e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 178266 members 
Entering Unmasked Estep 
Score: -19488238.000000 Penalty: 3932.802002
	Iteration 74Q: 3 clusters Score -1.948824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 178314 members 
Entering Unmasked Estep 
Score: -19488192.000000 Penalty: 3932.802002
	Iteration 75Q: 3 clusters Score -1.948819e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 178366 members 
Entering Unmasked Estep 
Score: -19488146.000000 Penalty: 3932.802002
	Iteration 76Q: 3 clusters Score -1.948815e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 178409 members 
Entering Unmasked Estep 
Score: -19488092.000000 Penalty: 3932.802002
	Iteration 77Q: 3 clusters Score -1.948809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -19488052.000000 Penalty: 3932.802002
	Iteration 78Q: 3 clusters Score -1.948805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 178492 members 
Entering Unmasked Estep 
Score: -19488040.000000 Penalty: 3932.802002
	Iteration 79Q: 3 clusters Score -1.948804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 178525 members 
Entering Unmasked Estep 
Score: -19488022.000000 Penalty: 3932.802002
	Iteration 80F: 3 clusters Score -1.948802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 178552 members 
Entering Unmasked Estep 
Score: -19487962.000000 Penalty: 3932.802002
	Iteration 81Q: 3 clusters Score -1.948796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 178576 members 
Entering Unmasked Estep 
Score: -19487944.000000 Penalty: 3932.802002
	Iteration 82Q: 3 clusters Score -1.948794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 178600 members 
Entering Unmasked Estep 
Score: -19487926.000000 Penalty: 3932.802002
	Iteration 83Q: 3 clusters Score -1.948793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -19487892.000000 Penalty: 3932.802002
	Iteration 84Q: 3 clusters Score -1.948789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 178641 members 
Entering Unmasked Estep 
Score: -19487910.000000 Penalty: 3932.802002
	Iteration 85Q: 3 clusters Score -1.948791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -19487882.000000 Penalty: 3932.802002
	Iteration 86Q: 3 clusters Score -1.948788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 178685 members 
Entering Unmasked Estep 
Score: -19487842.000000 Penalty: 3932.802002
	Iteration 87Q: 3 clusters Score -1.948784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 178720 members 
Entering Unmasked Estep 
Score: -19487820.000000 Penalty: 3932.802002
	Iteration 88Q: 3 clusters Score -1.948782e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 178758 members 
Entering Unmasked Estep 
Score: -19487782.000000 Penalty: 3932.802002
	Iteration 89Q: 3 clusters Score -1.948778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -19487770.000000 Penalty: 3932.802002
	Iteration 90Q: 3 clusters Score -1.948777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 178830 members 
Entering Unmasked Estep 
Score: -19487728.000000 Penalty: 3932.802002
	Iteration 91Q: 3 clusters Score -1.948773e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -19487722.000000 Penalty: 3932.802002
	Iteration 92Q: 3 clusters Score -1.948772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -19487672.000000 Penalty: 3932.802002
	Iteration 93Q: 3 clusters Score -1.948767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 178905 members 
Entering Unmasked Estep 
Score: -19487674.000000 Penalty: 3932.802002
	Iteration 94Q: 3 clusters Score -1.948767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -19487676.000000 Penalty: 3932.802002
	Iteration 95Q: 3 clusters Score -1.948768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -19487650.000000 Penalty: 3932.802002
	Iteration 96Q: 3 clusters Score -1.948765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -19487630.000000 Penalty: 3932.802002
	Iteration 97Q: 3 clusters Score -1.948763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 178986 members 
Entering Unmasked Estep 
Score: -19487632.000000 Penalty: 3932.802002
	Iteration 98Q: 3 clusters Score -1.948763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 179002 members 
Entering Unmasked Estep 
Score: -19487620.000000 Penalty: 3932.802002
	Iteration 99Q: 3 clusters Score -1.948762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 179012 members 
Entering Unmasked Estep 
Score: -19487602.000000 Penalty: 3932.802002
	Iteration 100F: 3 clusters Score -1.94876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 179017 members 
Entering Unmasked Estep 
Score: -19487616.000000 Penalty: 3932.802002
	Iteration 101Q: 3 clusters Score -1.948762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 179028 members 
Entering Unmasked Estep 
Score: -19487592.000000 Penalty: 3932.802002
	Iteration 102Q: 3 clusters Score -1.948759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 179037 members 
Entering Unmasked Estep 
Score: -19487576.000000 Penalty: 3932.802002
	Iteration 103Q: 3 clusters Score -1.948758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -19487600.000000 Penalty: 3932.802002
	Iteration 104Q: 3 clusters Score -1.94876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -19487586.000000 Penalty: 3932.802002
	Iteration 105Q: 3 clusters Score -1.948759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 179061 members 
Entering Unmasked Estep 
Score: -19487538.000000 Penalty: 3932.802002
	Iteration 106Q: 3 clusters Score -1.948754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -19487524.000000 Penalty: 3932.802002
	Iteration 107Q: 3 clusters Score -1.948752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -19487512.000000 Penalty: 3932.802002
	Iteration 108Q: 3 clusters Score -1.948751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 179091 members 
Entering Unmasked Estep 
Score: -19487518.000000 Penalty: 3932.802002
	Iteration 109Q: 3 clusters Score -1.948752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 179102 members 
Entering Unmasked Estep 
Score: -19487522.000000 Penalty: 3932.802002
	Iteration 110Q: 3 clusters Score -1.948752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -19487524.000000 Penalty: 3932.802002
	Iteration 111Q: 3 clusters Score -1.948752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 179126 members 
Entering Unmasked Estep 
Score: -19487510.000000 Penalty: 3932.802002
	Iteration 112Q: 3 clusters Score -1.948751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 179136 members 
Entering Unmasked Estep 
Score: -19487516.000000 Penalty: 3932.802002
	Iteration 113Q: 3 clusters Score -1.948752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 179150 members 
Entering Unmasked Estep 
Score: -19487494.000000 Penalty: 3932.802002
	Iteration 114Q: 3 clusters Score -1.948749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -19487480.000000 Penalty: 3932.802002
	Iteration 115Q: 3 clusters Score -1.948748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 179167 members 
Entering Unmasked Estep 
Score: -19487476.000000 Penalty: 3932.802002
	Iteration 116Q: 3 clusters Score -1.948748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 179176 members 
Entering Unmasked Estep 
Score: -19487474.000000 Penalty: 3932.802002
	Iteration 117Q: 3 clusters Score -1.948747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 179181 members 
Entering Unmasked Estep 
Score: -19487492.000000 Penalty: 3932.802002
	Iteration 118Q: 3 clusters Score -1.948749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -19487480.000000 Penalty: 3932.802002
	Iteration 119Q: 3 clusters Score -1.948748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 179199 members 
Entering Unmasked Estep 
Score: -19487452.000000 Penalty: 3932.802002
	Iteration 120F: 3 clusters Score -1.948745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 179206 members 
Entering Unmasked Estep 
Score: -19487450.000000 Penalty: 3932.802002
	Iteration 121Q: 3 clusters Score -1.948745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 179211 members 
Entering Unmasked Estep 
Score: -19487452.000000 Penalty: 3932.802002
	Iteration 122Q: 3 clusters Score -1.948745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 179217 members 
Entering Unmasked Estep 
Score: -19487456.000000 Penalty: 3932.802002
	Iteration 123Q: 3 clusters Score -1.948746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -19487462.000000 Penalty: 3932.802002
	Iteration 124Q: 3 clusters Score -1.948746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -19487454.000000 Penalty: 3932.802002
	Iteration 125Q: 3 clusters Score -1.948745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 179234 members 
Entering Unmasked Estep 
Score: -19487446.000000 Penalty: 3932.802002
	Iteration 126Q: 3 clusters Score -1.948745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 179238 members 
Entering Unmasked Estep 
Score: -19487442.000000 Penalty: 3932.802002
	Iteration 127Q: 3 clusters Score -1.948744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -19487444.000000 Penalty: 3932.802002
	Iteration 128Q: 3 clusters Score -1.948744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 179244 members 
Entering Unmasked Estep 
Score: -19487446.000000 Penalty: 3932.802002
	Iteration 129Q: 3 clusters Score -1.948745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -19487450.000000 Penalty: 3932.802002
	Iteration 130Q: 3 clusters Score -1.948745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -19487436.000000 Penalty: 3932.802002
	Iteration 131Q: 3 clusters Score -1.948744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 179251 members 
Entering Unmasked Estep 
Score: -19487430.000000 Penalty: 3932.802002
	Iteration 132Q: 3 clusters Score -1.948743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -19487436.000000 Penalty: 3932.802002
	Iteration 133Q: 3 clusters Score -1.948744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -19487422.000000 Penalty: 3932.802002
	Iteration 134Q: 3 clusters Score -1.948742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 179259 members 
Entering Unmasked Estep 
Score: -19487424.000000 Penalty: 3932.802002
	Iteration 135Q: 3 clusters Score -1.948742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 179262 members 
Entering Unmasked Estep 
Score: -19487416.000000 Penalty: 3932.802002
	Iteration 136Q: 3 clusters Score -1.948742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -19487420.000000 Penalty: 3932.802002
	Iteration 137Q: 3 clusters Score -1.948742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 179271 members 
Entering Unmasked Estep 
Score: -19487426.000000 Penalty: 3932.802002
	Iteration 138Q: 3 clusters Score -1.948743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 179276 members 
Entering Unmasked Estep 
Score: -19487422.000000 Penalty: 3932.802002
	Iteration 139Q: 3 clusters Score -1.948742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 179278 members 
Entering Unmasked Estep 
Score: -19487414.000000 Penalty: 3932.802002
	Iteration 140F: 3 clusters Score -1.948741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -19487420.000000 Penalty: 3932.802002
	Iteration 141Q: 3 clusters Score -1.948742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 179293 members 
Entering Unmasked Estep 
Score: -19487408.000000 Penalty: 3932.802002
	Iteration 142Q: 3 clusters Score -1.948741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 179297 members 
Entering Unmasked Estep 
Score: -19487408.000000 Penalty: 3932.802002
	Iteration 143Q: 3 clusters Score -1.948741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 179301 members 
Entering Unmasked Estep 
Score: -19487396.000000 Penalty: 3932.802002
	Iteration 144Q: 3 clusters Score -1.94874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 179303 members 
Entering Unmasked Estep 
Score: -19487394.000000 Penalty: 3932.802002
	Iteration 145Q: 3 clusters Score -1.948739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 179305 members 
Entering Unmasked Estep 
Score: -19487410.000000 Penalty: 3932.802002
	Iteration 146Q: 3 clusters Score -1.948741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -19487402.000000 Penalty: 3932.802002
	Iteration 147Q: 3 clusters Score -1.94874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -19487394.000000 Penalty: 3932.802002
	Iteration 148Q: 3 clusters Score -1.948739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -19487394.000000 Penalty: 3932.802002
	Iteration 149F: 3 clusters Score -1.948739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Entering Unmasked Estep 
Score: -892909.562500 Penalty: 1469.504395
	Iteration 0F: 2 clusters Score -892909.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -886731.687500 Penalty: 2939.008789
	Iteration 0F: 3 clusters Score -886731.7 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -888649.062500 Penalty: 2939.008789
	Iteration 1F: 3 clusters Score -888649.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -888915.937500 Penalty: 2939.008789
	Iteration 2F: 3 clusters Score -888915.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -889184.812500 Penalty: 2939.008789
	Iteration 3F: 3 clusters Score -889184.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -889457.625000 Penalty: 2939.008789
	Iteration 4F: 3 clusters Score -889457.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -889749.875000 Penalty: 2939.008789
	Iteration 5F: 3 clusters Score -889749.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -890032.812500 Penalty: 2939.008789
	Iteration 6Q: 3 clusters Score -890032.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -890324.625000 Penalty: 2939.008789
	Iteration 7Q: 3 clusters Score -890324.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -890586.562500 Penalty: 2939.008789
	Iteration 8Q: 3 clusters Score -890586.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -890829.937500 Penalty: 2939.008789
	Iteration 9Q: 3 clusters Score -890829.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -891034.500000 Penalty: 2939.008789
	Iteration 10Q: 3 clusters Score -891034.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -891192.375000 Penalty: 2939.008789
	Iteration 11Q: 3 clusters Score -891192.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -891305.125000 Penalty: 2939.008789
	Iteration 12Q: 3 clusters Score -891305.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -891395.750000 Penalty: 2939.008789
	Iteration 13Q: 3 clusters Score -891395.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -891458.500000 Penalty: 2939.008789
	Iteration 14Q: 3 clusters Score -891458.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -891494.312500 Penalty: 2939.008789
	Iteration 15Q: 3 clusters Score -891494.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -891526.125000 Penalty: 2939.008789
	Iteration 16Q: 3 clusters Score -891526.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -891549.312500 Penalty: 2939.008789
	Iteration 17Q: 3 clusters Score -891549.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -891567.562500 Penalty: 2939.008789
	Iteration 18Q: 3 clusters Score -891567.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -891581.812500 Penalty: 2939.008789
	Iteration 19Q: 3 clusters Score -891581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -891593.875000 Penalty: 2939.008789
	Iteration 20F: 3 clusters Score -891593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -891605.750000 Penalty: 2939.008789
	Iteration 21Q: 3 clusters Score -891605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -891620.312500 Penalty: 2939.008789
	Iteration 22Q: 3 clusters Score -891620.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -891628.375000 Penalty: 2939.008789
	Iteration 23Q: 3 clusters Score -891628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -891633.687500 Penalty: 2939.008789
	Iteration 24Q: 3 clusters Score -891633.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -891644.500000 Penalty: 2939.008789
	Iteration 25Q: 3 clusters Score -891644.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -891656.125000 Penalty: 2939.008789
	Iteration 26Q: 3 clusters Score -891656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -891663.687500 Penalty: 2939.008789
	Iteration 27Q: 3 clusters Score -891663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -891664.562500 Penalty: 2939.008789
	Iteration 28Q: 3 clusters Score -891664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -891665.125000 Penalty: 2939.008789
	Iteration 29Q: 3 clusters Score -891665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -891667.625000 Penalty: 2939.008789
	Iteration 30Q: 3 clusters Score -891667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -891669.375000 Penalty: 2939.008789
	Iteration 31Q: 3 clusters Score -891669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -891671.625000 Penalty: 2939.008789
	Iteration 32Q: 3 clusters Score -891671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -891675.750000 Penalty: 2939.008789
	Iteration 33Q: 3 clusters Score -891675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -891678.437500 Penalty: 2939.008789
	Iteration 34Q: 3 clusters Score -891678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -891681.125000 Penalty: 2939.008789
	Iteration 35Q: 3 clusters Score -891681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -891685.562500 Penalty: 2939.008789
	Iteration 36Q: 3 clusters Score -891685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -891687.500000 Penalty: 2939.008789
	Iteration 37Q: 3 clusters Score -891687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -891687.500000 Penalty: 2939.008789
	Iteration 38F: 3 clusters Score -891687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -318451.937500 Penalty: 1315.187622
	Iteration 0F: 2 clusters Score -318451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -315613.687500 Penalty: 2630.375244
	Iteration 0F: 3 clusters Score -315613.7 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -316557.812500 Penalty: 2630.375244
	Iteration 1F: 3 clusters Score -316557.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -316871.218750 Penalty: 2630.375244
	Iteration 2F: 3 clusters Score -316871.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -317182.750000 Penalty: 2630.375244
	Iteration 3F: 3 clusters Score -317182.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -317459.875000 Penalty: 2630.375244
	Iteration 4F: 3 clusters Score -317459.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -317688.875000 Penalty: 2630.375244
	Iteration 5F: 3 clusters Score -317688.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -317865.281250 Penalty: 2630.375244
	Iteration 6F: 3 clusters Score -317865.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -317970.531250 Penalty: 2630.375244
	Iteration 7Q: 3 clusters Score -317970.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -318024.031250 Penalty: 2630.375244
	Iteration 8Q: 3 clusters Score -318024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -318066.875000 Penalty: 2630.375244
	Iteration 9Q: 3 clusters Score -318066.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -318088.750000 Penalty: 2630.375244
	Iteration 10Q: 3 clusters Score -318088.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318104.625000 Penalty: 2630.375244
	Iteration 11Q: 3 clusters Score -318104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -318114.156250 Penalty: 2630.375244
	Iteration 12Q: 3 clusters Score -318114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -318120.718750 Penalty: 2630.375244
	Iteration 13Q: 3 clusters Score -318120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -318125.875000 Penalty: 2630.375244
	Iteration 14Q: 3 clusters Score -318125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -318128.562500 Penalty: 2630.375244
	Iteration 15Q: 3 clusters Score -318128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -318129.375000 Penalty: 2630.375244
	Iteration 16Q: 3 clusters Score -318129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -318130.937500 Penalty: 2630.375244
	Iteration 17Q: 3 clusters Score -318130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -318131.531250 Penalty: 2630.375244
	Iteration 18Q: 3 clusters Score -318131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -318133.531250 Penalty: 2630.375244
	Iteration 19Q: 3 clusters Score -318133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -318136.312500 Penalty: 2630.375244
	Iteration 20F: 3 clusters Score -318136.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -318138.656250 Penalty: 2630.375244
	Iteration 21Q: 3 clusters Score -318138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -318140.937500 Penalty: 2630.375244
	Iteration 22Q: 3 clusters Score -318140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -318141.625000 Penalty: 2630.375244
	Iteration 23Q: 3 clusters Score -318141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -318141.468750 Penalty: 2630.375244
	Iteration 24Q: 3 clusters Score -318141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -318141.468750 Penalty: 2630.375244
	Iteration 25F: 3 clusters Score -318141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -64700.722656 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -64700.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63435.921875 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -63435.92 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63658.707031 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -63658.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63736.363281 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -63736.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63774.757812 Penalty: 2152.821289
	Iteration 3Q: 3 clusters Score -63774.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63793.722656 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -63793.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63806.796875 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -63806.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63840.187500 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -63840.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63860.738281 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -63860.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63872.562500 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -63872.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63881.515625 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -63881.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63891.867188 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -63891.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63905.589844 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -63905.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63913.718750 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -63913.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63917.347656 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -63917.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63921.269531 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -63921.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63922.421875 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -63922.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63923.421875 Penalty: 2152.821289
	Iteration 16Q: 3 clusters Score -63923.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63923.421875 Penalty: 2152.821289
	Iteration 17F: 3 clusters Score -63923.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -144147.609375 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -144147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142421.046875 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -142421 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142750.015625 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -142750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -142866.937500 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -142866.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -142917.453125 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -142917.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -142941.218750 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -142941.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -142950.390625 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -142950.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -142965.234375 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -142965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142968.750000 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -142968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -142971.640625 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -142971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142973.593750 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -142973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -142974.718750 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -142974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -142975.171875 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -142975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142976.640625 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -142976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -142979.171875 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -142979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -142983.468750 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -142983.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -142989.140625 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -142989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142996.375000 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -142996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -143001.015625 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -143001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -143004.875000 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -143004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -143008.906250 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -143008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -143011.109375 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -143011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -143013.328125 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -143013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -143013.328125 Penalty: 2353.211182
	Iteration 22F: 3 clusters Score -143013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -181845.625000 Penalty: 1211.861450
	Iteration 0F: 2 clusters Score -181845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -179931.671875 Penalty: 2423.722900
	Iteration 0F: 3 clusters Score -179931.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180319.062500 Penalty: 2423.722900
	Iteration 1F: 3 clusters Score -180319.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -180406.265625 Penalty: 2423.722900
	Iteration 2F: 3 clusters Score -180406.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180470.000000 Penalty: 2423.722900
	Iteration 3Q: 3 clusters Score -180470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180524.125000 Penalty: 2423.722900
	Iteration 4Q: 3 clusters Score -180524.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -180606.140625 Penalty: 2423.722900
	Iteration 5Q: 3 clusters Score -180606.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -180685.218750 Penalty: 2423.722900
	Iteration 6Q: 3 clusters Score -180685.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180737.406250 Penalty: 2423.722900
	Iteration 7Q: 3 clusters Score -180737.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180786.609375 Penalty: 2423.722900
	Iteration 8Q: 3 clusters Score -180786.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -180824.515625 Penalty: 2423.722900
	Iteration 9Q: 3 clusters Score -180824.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -180857.296875 Penalty: 2423.722900
	Iteration 10Q: 3 clusters Score -180857.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -180886.296875 Penalty: 2423.722900
	Iteration 11Q: 3 clusters Score -180886.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -180905.687500 Penalty: 2423.722900
	Iteration 12Q: 3 clusters Score -180905.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -180917.578125 Penalty: 2423.722900
	Iteration 13Q: 3 clusters Score -180917.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -180929.734375 Penalty: 2423.722900
	Iteration 14Q: 3 clusters Score -180929.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -180939.781250 Penalty: 2423.722900
	Iteration 15Q: 3 clusters Score -180939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -180948.078125 Penalty: 2423.722900
	Iteration 16Q: 3 clusters Score -180948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -180953.968750 Penalty: 2423.722900
	Iteration 17Q: 3 clusters Score -180954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -180958.250000 Penalty: 2423.722900
	Iteration 18Q: 3 clusters Score -180958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -180960.468750 Penalty: 2423.722900
	Iteration 19Q: 3 clusters Score -180960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -180961.484375 Penalty: 2423.722900
	Iteration 20F: 3 clusters Score -180961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -180963.609375 Penalty: 2423.722900
	Iteration 21Q: 3 clusters Score -180963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -180966.812500 Penalty: 2423.722900
	Iteration 22Q: 3 clusters Score -180966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180967.890625 Penalty: 2423.722900
	Iteration 23Q: 3 clusters Score -180967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -180970.546875 Penalty: 2423.722900
	Iteration 24Q: 3 clusters Score -180970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -180973.296875 Penalty: 2423.722900
	Iteration 25Q: 3 clusters Score -180973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -180976.328125 Penalty: 2423.722900
	Iteration 26Q: 3 clusters Score -180976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -180984.281250 Penalty: 2423.722900
	Iteration 27Q: 3 clusters Score -180984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -180988.671875 Penalty: 2423.722900
	Iteration 28Q: 3 clusters Score -180988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -180991.296875 Penalty: 2423.722900
	Iteration 29Q: 3 clusters Score -180991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -180993.546875 Penalty: 2423.722900
	Iteration 30Q: 3 clusters Score -180993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -180996.093750 Penalty: 2423.722900
	Iteration 31Q: 3 clusters Score -180996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -180999.890625 Penalty: 2423.722900
	Iteration 32Q: 3 clusters Score -180999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -181002.984375 Penalty: 2423.722900
	Iteration 33Q: 3 clusters Score -181003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -181005.062500 Penalty: 2423.722900
	Iteration 34Q: 3 clusters Score -181005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -181007.062500 Penalty: 2423.722900
	Iteration 35Q: 3 clusters Score -181007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -181008.796875 Penalty: 2423.722900
	Iteration 36Q: 3 clusters Score -181008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -181008.796875 Penalty: 2423.722900
	Iteration 37F: 3 clusters Score -181008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (103240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103240 members 
Entering Unmasked Estep 
Score: -11076844.000000 Penalty: 1876.031860
	Iteration 0F: 2 clusters Score -1.107684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -11008330.000000 Penalty: 3752.063721
	Iteration 0F: 3 clusters Score -1.100833e+07 nChanged 49392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -11036819.000000 Penalty: 3752.063721
	Iteration 1F: 3 clusters Score -1.103682e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -11037588.000000 Penalty: 3752.063721
	Iteration 2Q: 3 clusters Score -1.103759e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -11038656.000000 Penalty: 3752.063721
	Iteration 3Q: 3 clusters Score -1.103866e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -11040216.000000 Penalty: 3752.063721
	Iteration 4Q: 3 clusters Score -1.104022e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -11042999.000000 Penalty: 3752.063721
	Iteration 5Q: 3 clusters Score -1.1043e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -11047868.000000 Penalty: 3752.063721
	Iteration 6F: 3 clusters Score -1.104787e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -11055233.000000 Penalty: 3752.063721
	Iteration 7F: 3 clusters Score -1.105523e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -11063994.000000 Penalty: 3752.063721
	Iteration 8F: 3 clusters Score -1.106399e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -11070682.000000 Penalty: 3752.063721
	Iteration 9F: 3 clusters Score -1.107068e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11073728.000000 Penalty: 3752.063721
	Iteration 10Q: 3 clusters Score -1.107373e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11074709.000000 Penalty: 3752.063721
	Iteration 11Q: 3 clusters Score -1.107471e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11074959.000000 Penalty: 3752.063721
	Iteration 12Q: 3 clusters Score -1.107496e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103088 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11075068.000000 Penalty: 3752.063721
	Iteration 13Q: 3 clusters Score -1.107507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11075097.000000 Penalty: 3752.063721
	Iteration 14Q: 3 clusters Score -1.10751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11075125.000000 Penalty: 3752.063721
	Iteration 15Q: 3 clusters Score -1.107512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11075138.000000 Penalty: 3752.063721
	Iteration 16Q: 3 clusters Score -1.107514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11075142.000000 Penalty: 3752.063721
	Iteration 17Q: 3 clusters Score -1.107514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11075147.000000 Penalty: 3752.063721
	Iteration 18Q: 3 clusters Score -1.107515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11075144.000000 Penalty: 3752.063721
	Iteration 19Q: 3 clusters Score -1.107514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11075144.000000 Penalty: 3752.063721
	Iteration 20F: 3 clusters Score -1.107514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -29612.427734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -29612.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28749.841797 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -28749.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28979.630859 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -28979.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29109.779297 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -29109.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29207.361328 Penalty: 1893.450073
	Iteration 3Q: 3 clusters Score -29207.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29283.587891 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -29283.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29370.855469 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -29370.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29487.826172 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -29487.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29546.054688 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -29546.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29601.103516 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -29601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29623.740234 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -29623.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29645.859375 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -29645.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29654.162109 Penalty: 1893.450073
	Iteration 11Q: 3 clusters Score -29654.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29656.984375 Penalty: 1893.450073
	Iteration 12F: 3 clusters Score -29656.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29672.646484 Penalty: 1893.450073
	Iteration 13Q: 3 clusters Score -29672.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29713.533203 Penalty: 1893.450073
	Iteration 14Q: 3 clusters Score -29713.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29726.537109 Penalty: 1893.450073
	Iteration 15Q: 3 clusters Score -29726.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29728.250000 Penalty: 1893.450073
	Iteration 16Q: 3 clusters Score -29728.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29728.250000 Penalty: 1893.450073
	Iteration 17F: 3 clusters Score -29728.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 119841 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10292 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25925 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8460 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103240 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 58406 members 
Mstep: Class 39 contains 14712 members 
Mstep: Class 40 contains 10504 members 
Mstep: Class 41 contains 193 members 
Entering Unmasked Estep 
Score: -101033696.000000 Penalty: 91867.312500
Splitting cluster 37 changes total score from -101034896.000000 to -101033696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (58406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Entering Unmasked Estep 
Score: -6038234.500000 Penalty: 1783.465820
	Iteration 0F: 2 clusters Score -6038234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -5998948.000000 Penalty: 3566.931641
	Iteration 0F: 3 clusters Score -5998948 nChanged 27459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -6014971.500000 Penalty: 3566.931641
	Iteration 1F: 3 clusters Score -6014972 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6016146.500000 Penalty: 3566.931641
	Iteration 2Q: 3 clusters Score -6016146 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -6017777.000000 Penalty: 3566.931641
	Iteration 3F: 3 clusters Score -6017777 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6019857.500000 Penalty: 3566.931641
	Iteration 4F: 3 clusters Score -6019858 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -6022303.500000 Penalty: 3566.931641
	Iteration 5F: 3 clusters Score -6022304 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6024643.000000 Penalty: 3566.931641
	Iteration 6F: 3 clusters Score -6024643 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -6026549.500000 Penalty: 3566.931641
	Iteration 7F: 3 clusters Score -6026550 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -6027829.500000 Penalty: 3566.931641
	Iteration 8Q: 3 clusters Score -6027830 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -6028667.000000 Penalty: 3566.931641
	Iteration 9Q: 3 clusters Score -6028667 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -6029188.500000 Penalty: 3566.931641
	Iteration 10Q: 3 clusters Score -6029188 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -6029532.000000 Penalty: 3566.931641
	Iteration 11Q: 3 clusters Score -6029532 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -6029785.000000 Penalty: 3566.931641
	Iteration 12Q: 3 clusters Score -6029785 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -6030003.000000 Penalty: 3566.931641
	Iteration 13Q: 3 clusters Score -6030003 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6030168.000000 Penalty: 3566.931641
	Iteration 14Q: 3 clusters Score -6030168 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -6030347.500000 Penalty: 3566.931641
	Iteration 15Q: 3 clusters Score -6030348 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -6030498.500000 Penalty: 3566.931641
	Iteration 16Q: 3 clusters Score -6030498 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -6030691.500000 Penalty: 3566.931641
	Iteration 17Q: 3 clusters Score -6030692 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -6030869.500000 Penalty: 3566.931641
	Iteration 18Q: 3 clusters Score -6030870 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -6031060.500000 Penalty: 3566.931641
	Iteration 19Q: 3 clusters Score -6031060 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -6031327.500000 Penalty: 3566.931641
	Iteration 20F: 3 clusters Score -6031328 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -6031667.000000 Penalty: 3566.931641
	Iteration 21Q: 3 clusters Score -6031667 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -6031974.000000 Penalty: 3566.931641
	Iteration 22Q: 3 clusters Score -6031974 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -6032268.500000 Penalty: 3566.931641
	Iteration 23Q: 3 clusters Score -6032268 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -6032574.500000 Penalty: 3566.931641
	Iteration 24Q: 3 clusters Score -6032574 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -6032884.000000 Penalty: 3566.931641
	Iteration 25Q: 3 clusters Score -6032884 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -6033291.500000 Penalty: 3566.931641
	Iteration 26Q: 3 clusters Score -6033292 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -6033689.000000 Penalty: 3566.931641
	Iteration 27Q: 3 clusters Score -6033689 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6034040.500000 Penalty: 3566.931641
	Iteration 28Q: 3 clusters Score -6034040 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -6034407.000000 Penalty: 3566.931641
	Iteration 29Q: 3 clusters Score -6034407 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -6034744.000000 Penalty: 3566.931641
	Iteration 30Q: 3 clusters Score -6034744 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -6035059.000000 Penalty: 3566.931641
	Iteration 31Q: 3 clusters Score -6035059 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6035334.000000 Penalty: 3566.931641
	Iteration 32Q: 3 clusters Score -6035334 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6035566.500000 Penalty: 3566.931641
	Iteration 33Q: 3 clusters Score -6035566 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6035781.500000 Penalty: 3566.931641
	Iteration 34Q: 3 clusters Score -6035782 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6035959.000000 Penalty: 3566.931641
	Iteration 35Q: 3 clusters Score -6035959 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6036116.500000 Penalty: 3566.931641
	Iteration 36Q: 3 clusters Score -6036116 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6036228.500000 Penalty: 3566.931641
	Iteration 37Q: 3 clusters Score -6036228 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6036344.500000 Penalty: 3566.931641
	Iteration 38Q: 3 clusters Score -6036344 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6036412.500000 Penalty: 3566.931641
	Iteration 39Q: 3 clusters Score -6036412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6036486.000000 Penalty: 3566.931641
	Iteration 40F: 3 clusters Score -6036486 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6036535.000000 Penalty: 3566.931641
	Iteration 41Q: 3 clusters Score -6036535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6036572.000000 Penalty: 3566.931641
	Iteration 42Q: 3 clusters Score -6036572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6036607.500000 Penalty: 3566.931641
	Iteration 43Q: 3 clusters Score -6036608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6036648.500000 Penalty: 3566.931641
	Iteration 44Q: 3 clusters Score -6036648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6036673.000000 Penalty: 3566.931641
	Iteration 45Q: 3 clusters Score -6036673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6036686.000000 Penalty: 3566.931641
	Iteration 46Q: 3 clusters Score -6036686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6036684.500000 Penalty: 3566.931641
	Iteration 47Q: 3 clusters Score -6036684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6036699.500000 Penalty: 3566.931641
	Iteration 48Q: 3 clusters Score -6036700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6036697.500000 Penalty: 3566.931641
	Iteration 49Q: 3 clusters Score -6036698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6036711.500000 Penalty: 3566.931641
	Iteration 50Q: 3 clusters Score -6036712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6036713.500000 Penalty: 3566.931641
	Iteration 51Q: 3 clusters Score -6036714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6036712.500000 Penalty: 3566.931641
	Iteration 52Q: 3 clusters Score -6036712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6036715.500000 Penalty: 3566.931641
	Iteration 53Q: 3 clusters Score -6036716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6036727.000000 Penalty: 3566.931641
	Iteration 54Q: 3 clusters Score -6036727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6036723.000000 Penalty: 3566.931641
	Iteration 55Q: 3 clusters Score -6036723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6036726.500000 Penalty: 3566.931641
	Iteration 56Q: 3 clusters Score -6036726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6036736.500000 Penalty: 3566.931641
	Iteration 57Q: 3 clusters Score -6036736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6036741.000000 Penalty: 3566.931641
	Iteration 58Q: 3 clusters Score -6036741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6036746.000000 Penalty: 3566.931641
	Iteration 59Q: 3 clusters Score -6036746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6036750.500000 Penalty: 3566.931641
	Iteration 60F: 3 clusters Score -6036750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6036749.000000 Penalty: 3566.931641
	Iteration 61Q: 3 clusters Score -6036749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6036746.000000 Penalty: 3566.931641
	Iteration 62Q: 3 clusters Score -6036746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6036748.500000 Penalty: 3566.931641
	Iteration 63Q: 3 clusters Score -6036748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6036746.500000 Penalty: 3566.931641
	Iteration 64Q: 3 clusters Score -6036746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6036745.500000 Penalty: 3566.931641
	Iteration 65Q: 3 clusters Score -6036746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6036748.000000 Penalty: 3566.931641
	Iteration 66Q: 3 clusters Score -6036748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6036749.000000 Penalty: 3566.931641
	Iteration 67Q: 3 clusters Score -6036749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6036750.000000 Penalty: 3566.931641
	Iteration 68Q: 3 clusters Score -6036750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6036751.000000 Penalty: 3566.931641
	Iteration 69Q: 3 clusters Score -6036751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6036753.500000 Penalty: 3566.931641
	Iteration 70Q: 3 clusters Score -6036754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6036756.000000 Penalty: 3566.931641
	Iteration 71Q: 3 clusters Score -6036756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6036756.000000 Penalty: 3566.931641
	Iteration 72F: 3 clusters Score -6036756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Entering Unmasked Estep 
Score: -1590254.250000 Penalty: 1559.417969
	Iteration 0F: 2 clusters Score -1590254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1580134.750000 Penalty: 3118.835938
	Iteration 0F: 3 clusters Score -1580135 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1583557.750000 Penalty: 3118.835938
	Iteration 1F: 3 clusters Score -1583558 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1583854.000000 Penalty: 3118.835938
	Iteration 2F: 3 clusters Score -1583854 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1584100.375000 Penalty: 3118.835938
	Iteration 3Q: 3 clusters Score -1584100 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1584386.125000 Penalty: 3118.835938
	Iteration 4Q: 3 clusters Score -1584386 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1584726.250000 Penalty: 3118.835938
	Iteration 5Q: 3 clusters Score -1584726 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1585119.250000 Penalty: 3118.835938
	Iteration 6Q: 3 clusters Score -1585119 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1585618.750000 Penalty: 3118.835938
	Iteration 7Q: 3 clusters Score -1585619 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1586188.500000 Penalty: 3118.835938
	Iteration 8Q: 3 clusters Score -1586188 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1586708.000000 Penalty: 3118.835938
	Iteration 9Q: 3 clusters Score -1586708 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1587162.375000 Penalty: 3118.835938
	Iteration 10Q: 3 clusters Score -1587162 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1587478.000000 Penalty: 3118.835938
	Iteration 11Q: 3 clusters Score -1587478 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1587682.500000 Penalty: 3118.835938
	Iteration 12Q: 3 clusters Score -1587682 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1587859.750000 Penalty: 3118.835938
	Iteration 13Q: 3 clusters Score -1587860 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1587990.000000 Penalty: 3118.835938
	Iteration 14Q: 3 clusters Score -1587990 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1588115.125000 Penalty: 3118.835938
	Iteration 15Q: 3 clusters Score -1588115 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1588205.250000 Penalty: 3118.835938
	Iteration 16Q: 3 clusters Score -1588205 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1588291.500000 Penalty: 3118.835938
	Iteration 17Q: 3 clusters Score -1588292 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1588356.625000 Penalty: 3118.835938
	Iteration 18Q: 3 clusters Score -1588357 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1588427.250000 Penalty: 3118.835938
	Iteration 19Q: 3 clusters Score -1588427 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1588490.625000 Penalty: 3118.835938
	Iteration 20F: 3 clusters Score -1588491 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1588547.250000 Penalty: 3118.835938
	Iteration 21Q: 3 clusters Score -1588547 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1588585.500000 Penalty: 3118.835938
	Iteration 22Q: 3 clusters Score -1588586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1588620.625000 Penalty: 3118.835938
	Iteration 23Q: 3 clusters Score -1588621 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1588647.875000 Penalty: 3118.835938
	Iteration 24Q: 3 clusters Score -1588648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1588668.375000 Penalty: 3118.835938
	Iteration 25Q: 3 clusters Score -1588668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1588690.375000 Penalty: 3118.835938
	Iteration 26Q: 3 clusters Score -1588690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1588717.125000 Penalty: 3118.835938
	Iteration 27Q: 3 clusters Score -1588717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1588727.375000 Penalty: 3118.835938
	Iteration 28Q: 3 clusters Score -1588727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1588747.750000 Penalty: 3118.835938
	Iteration 29Q: 3 clusters Score -1588748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1588757.625000 Penalty: 3118.835938
	Iteration 30Q: 3 clusters Score -1588758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1588771.125000 Penalty: 3118.835938
	Iteration 31Q: 3 clusters Score -1588771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1588789.125000 Penalty: 3118.835938
	Iteration 32Q: 3 clusters Score -1588789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1588797.500000 Penalty: 3118.835938
	Iteration 33Q: 3 clusters Score -1588798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1588814.500000 Penalty: 3118.835938
	Iteration 34Q: 3 clusters Score -1588814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1588824.625000 Penalty: 3118.835938
	Iteration 35Q: 3 clusters Score -1588825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1588835.750000 Penalty: 3118.835938
	Iteration 36Q: 3 clusters Score -1588836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1588845.000000 Penalty: 3118.835938
	Iteration 37Q: 3 clusters Score -1588845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1588855.375000 Penalty: 3118.835938
	Iteration 38Q: 3 clusters Score -1588855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1588856.250000 Penalty: 3118.835938
	Iteration 39Q: 3 clusters Score -1588856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1588861.750000 Penalty: 3118.835938
	Iteration 40F: 3 clusters Score -1588862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1588862.750000 Penalty: 3118.835938
	Iteration 41Q: 3 clusters Score -1588863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1588864.875000 Penalty: 3118.835938
	Iteration 42Q: 3 clusters Score -1588865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1588867.750000 Penalty: 3118.835938
	Iteration 43Q: 3 clusters Score -1588868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1588868.500000 Penalty: 3118.835938
	Iteration 44Q: 3 clusters Score -1588868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1588869.625000 Penalty: 3118.835938
	Iteration 45Q: 3 clusters Score -1588870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1588876.875000 Penalty: 3118.835938
	Iteration 46Q: 3 clusters Score -1588877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1588874.000000 Penalty: 3118.835938
	Iteration 47Q: 3 clusters Score -1588874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1588879.625000 Penalty: 3118.835938
	Iteration 48Q: 3 clusters Score -1588880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1588881.125000 Penalty: 3118.835938
	Iteration 49Q: 3 clusters Score -1588881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1588885.250000 Penalty: 3118.835938
	Iteration 50Q: 3 clusters Score -1588885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1588889.000000 Penalty: 3118.835938
	Iteration 51Q: 3 clusters Score -1588889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1588891.875000 Penalty: 3118.835938
	Iteration 52Q: 3 clusters Score -1588892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1588897.250000 Penalty: 3118.835938
	Iteration 53Q: 3 clusters Score -1588897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1588902.375000 Penalty: 3118.835938
	Iteration 54Q: 3 clusters Score -1588902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1588911.875000 Penalty: 3118.835938
	Iteration 55Q: 3 clusters Score -1588912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1588915.250000 Penalty: 3118.835938
	Iteration 56Q: 3 clusters Score -1588915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1588925.250000 Penalty: 3118.835938
	Iteration 57Q: 3 clusters Score -1588925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1588934.000000 Penalty: 3118.835938
	Iteration 58Q: 3 clusters Score -1588934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1588937.500000 Penalty: 3118.835938
	Iteration 59Q: 3 clusters Score -1588938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1588944.500000 Penalty: 3118.835938
	Iteration 60F: 3 clusters Score -1588944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1588953.875000 Penalty: 3118.835938
	Iteration 61Q: 3 clusters Score -1588954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1588960.000000 Penalty: 3118.835938
	Iteration 62Q: 3 clusters Score -1588960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1588966.500000 Penalty: 3118.835938
	Iteration 63Q: 3 clusters Score -1588966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1588971.875000 Penalty: 3118.835938
	Iteration 64Q: 3 clusters Score -1588972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1588974.000000 Penalty: 3118.835938
	Iteration 65Q: 3 clusters Score -1588974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1588974.875000 Penalty: 3118.835938
	Iteration 66Q: 3 clusters Score -1588975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1588974.750000 Penalty: 3118.835938
	Iteration 67Q: 3 clusters Score -1588975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1588974.875000 Penalty: 3118.835938
	Iteration 68Q: 3 clusters Score -1588975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1588975.375000 Penalty: 3118.835938
	Iteration 69Q: 3 clusters Score -1588975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1588974.875000 Penalty: 3118.835938
	Iteration 70Q: 3 clusters Score -1588975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1588973.250000 Penalty: 3118.835938
	Iteration 71Q: 3 clusters Score -1588973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1588973.250000 Penalty: 3118.835938
	Iteration 72F: 3 clusters Score -1588973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Entering Unmasked Estep 
Score: -1069286.250000 Penalty: 1504.670532
	Iteration 0F: 2 clusters Score -1069286 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 5285 members 
Entering Unmasked Estep 
Score: -1061800.750000 Penalty: 3009.341064
	Iteration 0F: 3 clusters Score -1061801 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1064238.000000 Penalty: 3009.341064
	Iteration 1F: 3 clusters Score -1064238 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1064528.750000 Penalty: 3009.341064
	Iteration 2F: 3 clusters Score -1064529 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1064773.625000 Penalty: 3009.341064
	Iteration 3F: 3 clusters Score -1064774 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1065026.875000 Penalty: 3009.341064
	Iteration 4Q: 3 clusters Score -1065027 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1065274.125000 Penalty: 3009.341064
	Iteration 5Q: 3 clusters Score -1065274 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1065517.750000 Penalty: 3009.341064
	Iteration 6Q: 3 clusters Score -1065518 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1065779.375000 Penalty: 3009.341064
	Iteration 7Q: 3 clusters Score -1065779 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1065976.375000 Penalty: 3009.341064
	Iteration 8Q: 3 clusters Score -1065976 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1066126.125000 Penalty: 3009.341064
	Iteration 9Q: 3 clusters Score -1066126 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1066246.625000 Penalty: 3009.341064
	Iteration 10Q: 3 clusters Score -1066247 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1066345.750000 Penalty: 3009.341064
	Iteration 11Q: 3 clusters Score -1066346 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1066428.500000 Penalty: 3009.341064
	Iteration 12Q: 3 clusters Score -1066428 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1066498.750000 Penalty: 3009.341064
	Iteration 13Q: 3 clusters Score -1066499 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1066562.750000 Penalty: 3009.341064
	Iteration 14Q: 3 clusters Score -1066563 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1066617.250000 Penalty: 3009.341064
	Iteration 15Q: 3 clusters Score -1066617 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1066681.250000 Penalty: 3009.341064
	Iteration 16Q: 3 clusters Score -1066681 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1066761.500000 Penalty: 3009.341064
	Iteration 17Q: 3 clusters Score -1066762 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1066863.000000 Penalty: 3009.341064
	Iteration 18Q: 3 clusters Score -1066863 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1066962.250000 Penalty: 3009.341064
	Iteration 19Q: 3 clusters Score -1066962 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1067084.125000 Penalty: 3009.341064
	Iteration 20F: 3 clusters Score -1067084 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1067199.250000 Penalty: 3009.341064
	Iteration 21Q: 3 clusters Score -1067199 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1067310.500000 Penalty: 3009.341064
	Iteration 22Q: 3 clusters Score -1067310 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1067423.500000 Penalty: 3009.341064
	Iteration 23Q: 3 clusters Score -1067424 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1067529.625000 Penalty: 3009.341064
	Iteration 24Q: 3 clusters Score -1067530 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1067622.000000 Penalty: 3009.341064
	Iteration 25Q: 3 clusters Score -1067622 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1067690.000000 Penalty: 3009.341064
	Iteration 26Q: 3 clusters Score -1067690 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1067746.875000 Penalty: 3009.341064
	Iteration 27Q: 3 clusters Score -1067747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1067801.875000 Penalty: 3009.341064
	Iteration 28Q: 3 clusters Score -1067802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1067848.625000 Penalty: 3009.341064
	Iteration 29Q: 3 clusters Score -1067849 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1067888.250000 Penalty: 3009.341064
	Iteration 30Q: 3 clusters Score -1067888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1067922.000000 Penalty: 3009.341064
	Iteration 31Q: 3 clusters Score -1067922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1067956.625000 Penalty: 3009.341064
	Iteration 32Q: 3 clusters Score -1067957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1067992.250000 Penalty: 3009.341064
	Iteration 33Q: 3 clusters Score -1067992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1068016.000000 Penalty: 3009.341064
	Iteration 34Q: 3 clusters Score -1068016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1068034.750000 Penalty: 3009.341064
	Iteration 35Q: 3 clusters Score -1068035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1068054.625000 Penalty: 3009.341064
	Iteration 36Q: 3 clusters Score -1068055 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1068062.500000 Penalty: 3009.341064
	Iteration 37Q: 3 clusters Score -1068062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1068078.500000 Penalty: 3009.341064
	Iteration 38Q: 3 clusters Score -1068078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1068091.125000 Penalty: 3009.341064
	Iteration 39Q: 3 clusters Score -1068091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1068102.500000 Penalty: 3009.341064
	Iteration 40F: 3 clusters Score -1068102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1068119.125000 Penalty: 3009.341064
	Iteration 41Q: 3 clusters Score -1068119 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1068141.250000 Penalty: 3009.341064
	Iteration 42Q: 3 clusters Score -1068141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1068159.875000 Penalty: 3009.341064
	Iteration 43Q: 3 clusters Score -1068160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1068171.250000 Penalty: 3009.341064
	Iteration 44Q: 3 clusters Score -1068171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1068183.250000 Penalty: 3009.341064
	Iteration 45Q: 3 clusters Score -1068183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1068193.250000 Penalty: 3009.341064
	Iteration 46Q: 3 clusters Score -1068193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1068211.000000 Penalty: 3009.341064
	Iteration 47Q: 3 clusters Score -1068211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1068221.375000 Penalty: 3009.341064
	Iteration 48Q: 3 clusters Score -1068221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1068230.500000 Penalty: 3009.341064
	Iteration 49Q: 3 clusters Score -1068230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1068245.125000 Penalty: 3009.341064
	Iteration 50Q: 3 clusters Score -1068245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1068261.375000 Penalty: 3009.341064
	Iteration 51Q: 3 clusters Score -1068261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1068274.500000 Penalty: 3009.341064
	Iteration 52Q: 3 clusters Score -1068274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1068285.375000 Penalty: 3009.341064
	Iteration 53Q: 3 clusters Score -1068285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1068296.500000 Penalty: 3009.341064
	Iteration 54Q: 3 clusters Score -1068296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1068300.375000 Penalty: 3009.341064
	Iteration 55Q: 3 clusters Score -1068300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1068301.625000 Penalty: 3009.341064
	Iteration 56Q: 3 clusters Score -1068302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1068306.375000 Penalty: 3009.341064
	Iteration 57Q: 3 clusters Score -1068306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1068309.625000 Penalty: 3009.341064
	Iteration 58Q: 3 clusters Score -1068310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1068308.750000 Penalty: 3009.341064
	Iteration 59Q: 3 clusters Score -1068309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1068308.500000 Penalty: 3009.341064
	Iteration 60F: 3 clusters Score -1068308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1068309.375000 Penalty: 3009.341064
	Iteration 61Q: 3 clusters Score -1068309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1068308.875000 Penalty: 3009.341064
	Iteration 62Q: 3 clusters Score -1068309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1068310.625000 Penalty: 3009.341064
	Iteration 63Q: 3 clusters Score -1068311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1068310.625000 Penalty: 3009.341064
	Iteration 64F: 3 clusters Score -1068311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 119841 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10292 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25925 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180039 members 
Mstep: Class 31 contains 8460 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103240 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58406 members 
Mstep: Class 39 contains 14712 members 
Mstep: Class 40 contains 10504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034856.000000 Penalty: 89626.648438
Iteration 199Q: 41 clusters Score -1.010349e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 119842 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172693 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33012 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10972 members 
Mstep: Class 22 contains 10291 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14198 members 
Mstep: Class 27 contains 25925 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8464 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103239 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58402 members 
Mstep: Class 39 contains 14713 members 
Mstep: Class 40 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034848.000000 Penalty: 89626.648438
Iteration 200F: 41 clusters Score -1.010348e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 119843 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172693 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33011 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 10291 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25925 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8468 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103243 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58397 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034880.000000 Penalty: 89626.648438
Iteration 201Q: 41 clusters Score -1.010349e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 119844 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33011 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 10290 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14195 members 
Mstep: Class 27 contains 25924 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103253 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58388 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034904.000000 Penalty: 89626.648438
Iteration 202Q: 41 clusters Score -1.010349e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2338 members 
Mstep: Class 4 contains 119845 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172698 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 18776 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33012 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10972 members 
Mstep: Class 22 contains 10289 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14194 members 
Mstep: Class 27 contains 25922 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180040 members 
Mstep: Class 31 contains 8481 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103262 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58382 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034920.000000 Penalty: 89626.648438
Iteration 203Q: 41 clusters Score -1.010349e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 119847 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172697 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 18777 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33010 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 10289 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14191 members 
Mstep: Class 27 contains 25921 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180041 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103272 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58380 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034920.000000 Penalty: 89626.648438
Iteration 204Q: 41 clusters Score -1.010349e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 119846 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172692 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 18779 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 33010 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 10288 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14191 members 
Mstep: Class 27 contains 25920 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180044 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103282 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58379 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034904.000000 Penalty: 89626.648438
Iteration 205Q: 41 clusters Score -1.010349e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 119847 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172692 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33010 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10977 members 
Mstep: Class 22 contains 10288 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14192 members 
Mstep: Class 27 contains 25916 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180044 members 
Mstep: Class 31 contains 8490 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103289 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58377 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034928.000000 Penalty: 89626.648438
Iteration 206Q: 41 clusters Score -1.010349e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 119849 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172692 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 18781 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33010 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10979 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14192 members 
Mstep: Class 27 contains 25916 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180044 members 
Mstep: Class 31 contains 8491 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103301 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58377 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034856.000000 Penalty: 89626.648438
Iteration 207Q: 41 clusters Score -1.010349e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 119849 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172695 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 18781 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33012 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10980 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14193 members 
Mstep: Class 27 contains 25913 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180044 members 
Mstep: Class 31 contains 8492 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103307 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58376 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034920.000000 Penalty: 89626.648438
Iteration 208Q: 41 clusters Score -1.010349e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 119850 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 172695 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6696 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 18781 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14195 members 
Mstep: Class 27 contains 25913 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180044 members 
Mstep: Class 31 contains 8494 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103316 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58374 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034944.000000 Penalty: 89626.648438
Iteration 209Q: 41 clusters Score -1.010349e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 119849 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 172697 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33014 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25914 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180046 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103329 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58371 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034896.000000 Penalty: 89626.648438
Iteration 210Q: 41 clusters Score -1.010349e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 119850 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172698 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 6691 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 10285 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25915 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180048 members 
Mstep: Class 31 contains 8496 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103339 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58369 members 
Mstep: Class 39 contains 14714 members 
Mstep: Class 40 contains 10412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034888.000000 Penalty: 89626.648438
Iteration 211Q: 41 clusters Score -1.010349e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2322 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172700 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6690 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 18779 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25914 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180049 members 
Mstep: Class 31 contains 8498 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103343 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58366 members 
Mstep: Class 39 contains 14714 members 
Mstep: Class 40 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034816.000000 Penalty: 89626.648438
Iteration 212Q: 41 clusters Score -1.010348e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172700 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7516 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33014 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25914 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180049 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103344 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58364 members 
Mstep: Class 39 contains 14714 members 
Mstep: Class 40 contains 10403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034768.000000 Penalty: 89626.648438
Iteration 213Q: 41 clusters Score -1.010348e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172700 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25914 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180049 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 103345 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58364 members 
Mstep: Class 39 contains 14715 members 
Mstep: Class 40 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034832.000000 Penalty: 89626.648438
Iteration 214Q: 41 clusters Score -1.010348e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172700 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10978 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25913 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180049 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103345 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58365 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034856.000000 Penalty: 89626.648438
Iteration 215Q: 41 clusters Score -1.010349e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172702 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10977 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180049 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103347 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58366 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034840.000000 Penalty: 89626.648438
Iteration 216Q: 41 clusters Score -1.010348e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172702 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180049 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103352 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58367 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034848.000000 Penalty: 89626.648438
Iteration 217Q: 41 clusters Score -1.010348e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172701 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103353 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034816.000000 Penalty: 89626.648438
Iteration 218Q: 41 clusters Score -1.010348e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172701 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103356 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034752.000000 Penalty: 89626.648438
Iteration 219Q: 41 clusters Score -1.010348e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172701 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7552 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103356 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034792.000000 Penalty: 89626.648438
Iteration 220F: 41 clusters Score -1.010348e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172700 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7551 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103361 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034752.000000 Penalty: 89626.648438
Iteration 221Q: 41 clusters Score -1.010348e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172702 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103361 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034768.000000 Penalty: 89626.648438
Iteration 222Q: 41 clusters Score -1.010348e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172700 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14196 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103363 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034824.000000 Penalty: 89626.648438
Iteration 223Q: 41 clusters Score -1.010348e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172697 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14199 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103360 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034856.000000 Penalty: 89626.648438
Iteration 224Q: 41 clusters Score -1.010349e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172695 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14203 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103360 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034904.000000 Penalty: 89626.648438
Iteration 225Q: 41 clusters Score -1.010349e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172692 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14206 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103359 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034912.000000 Penalty: 89626.648438
Iteration 226Q: 41 clusters Score -1.010349e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172690 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14209 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103358 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034896.000000 Penalty: 89626.648438
Iteration 227Q: 41 clusters Score -1.010349e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172690 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14209 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103357 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034888.000000 Penalty: 89626.648438
Iteration 228Q: 41 clusters Score -1.010349e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172690 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14209 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103357 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034888.000000 Penalty: 89626.648438
Iteration 229F: 41 clusters Score -1.010349e+08 nChanged 0
Entering ConstructFrom: 
Score: -101034888.000000 Penalty: 89626.648438
Entering ConstructFrom: 
Trying to split cluster 1 (12706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Entering Unmasked Estep 
Score: -1368129.500000 Penalty: 1535.597412
	Iteration 0F: 2 clusters Score -1368130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1359201.375000 Penalty: 3071.194824
	Iteration 0F: 3 clusters Score -1359201 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1362134.750000 Penalty: 3071.194824
	Iteration 1F: 3 clusters Score -1362135 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1362351.375000 Penalty: 3071.194824
	Iteration 2F: 3 clusters Score -1362351 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1362508.875000 Penalty: 3071.194824
	Iteration 3Q: 3 clusters Score -1362509 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1362647.500000 Penalty: 3071.194824
	Iteration 4Q: 3 clusters Score -1362648 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1362773.625000 Penalty: 3071.194824
	Iteration 5Q: 3 clusters Score -1362774 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1362890.500000 Penalty: 3071.194824
	Iteration 6Q: 3 clusters Score -1362890 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1363035.125000 Penalty: 3071.194824
	Iteration 7Q: 3 clusters Score -1363035 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1363184.375000 Penalty: 3071.194824
	Iteration 8Q: 3 clusters Score -1363184 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1363389.625000 Penalty: 3071.194824
	Iteration 9Q: 3 clusters Score -1363390 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1363716.375000 Penalty: 3071.194824
	Iteration 10Q: 3 clusters Score -1363716 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1364101.875000 Penalty: 3071.194824
	Iteration 11F: 3 clusters Score -1364102 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1364541.750000 Penalty: 3071.194824
	Iteration 12F: 3 clusters Score -1364542 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1364956.750000 Penalty: 3071.194824
	Iteration 13Q: 3 clusters Score -1364957 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1365408.250000 Penalty: 3071.194824
	Iteration 14Q: 3 clusters Score -1365408 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1365811.625000 Penalty: 3071.194824
	Iteration 15Q: 3 clusters Score -1365812 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1366124.500000 Penalty: 3071.194824
	Iteration 16Q: 3 clusters Score -1366124 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1366321.500000 Penalty: 3071.194824
	Iteration 17Q: 3 clusters Score -1366322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1366462.125000 Penalty: 3071.194824
	Iteration 18Q: 3 clusters Score -1366462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1366564.000000 Penalty: 3071.194824
	Iteration 19Q: 3 clusters Score -1366564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1366640.000000 Penalty: 3071.194824
	Iteration 20F: 3 clusters Score -1366640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1366691.750000 Penalty: 3071.194824
	Iteration 21Q: 3 clusters Score -1366692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1366735.750000 Penalty: 3071.194824
	Iteration 22Q: 3 clusters Score -1366736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1366766.625000 Penalty: 3071.194824
	Iteration 23Q: 3 clusters Score -1366767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1366790.125000 Penalty: 3071.194824
	Iteration 24Q: 3 clusters Score -1366790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1366806.250000 Penalty: 3071.194824
	Iteration 25Q: 3 clusters Score -1366806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1366816.875000 Penalty: 3071.194824
	Iteration 26Q: 3 clusters Score -1366817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1366825.375000 Penalty: 3071.194824
	Iteration 27Q: 3 clusters Score -1366825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1366833.750000 Penalty: 3071.194824
	Iteration 28Q: 3 clusters Score -1366834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1366841.250000 Penalty: 3071.194824
	Iteration 29Q: 3 clusters Score -1366841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1366844.500000 Penalty: 3071.194824
	Iteration 30Q: 3 clusters Score -1366844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1366849.250000 Penalty: 3071.194824
	Iteration 31Q: 3 clusters Score -1366849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1366854.000000 Penalty: 3071.194824
	Iteration 32Q: 3 clusters Score -1366854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1366858.000000 Penalty: 3071.194824
	Iteration 33Q: 3 clusters Score -1366858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1366861.000000 Penalty: 3071.194824
	Iteration 34Q: 3 clusters Score -1366861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1366860.500000 Penalty: 3071.194824
	Iteration 35Q: 3 clusters Score -1366860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1366860.500000 Penalty: 3071.194824
	Iteration 36F: 3 clusters Score -1366860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Entering Unmasked Estep 
Score: -1626042.250000 Penalty: 1562.936279
	Iteration 0F: 2 clusters Score -1626042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1615593.250000 Penalty: 3125.872559
	Iteration 0F: 3 clusters Score -1615593 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1619232.750000 Penalty: 3125.872559
	Iteration 1F: 3 clusters Score -1619233 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1619448.250000 Penalty: 3125.872559
	Iteration 2Q: 3 clusters Score -1619448 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1619607.625000 Penalty: 3125.872559
	Iteration 3Q: 3 clusters Score -1619608 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1619761.875000 Penalty: 3125.872559
	Iteration 4Q: 3 clusters Score -1619762 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1619928.000000 Penalty: 3125.872559
	Iteration 5Q: 3 clusters Score -1619928 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1620117.875000 Penalty: 3125.872559
	Iteration 6Q: 3 clusters Score -1620118 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1620400.000000 Penalty: 3125.872559
	Iteration 7Q: 3 clusters Score -1620400 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1620798.000000 Penalty: 3125.872559
	Iteration 8Q: 3 clusters Score -1620798 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1621304.125000 Penalty: 3125.872559
	Iteration 9F: 3 clusters Score -1621304 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1621978.625000 Penalty: 3125.872559
	Iteration 10F: 3 clusters Score -1621979 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1622754.375000 Penalty: 3125.872559
	Iteration 11F: 3 clusters Score -1622754 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1623476.250000 Penalty: 3125.872559
	Iteration 12F: 3 clusters Score -1623476 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1623966.000000 Penalty: 3125.872559
	Iteration 13Q: 3 clusters Score -1623966 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1624272.125000 Penalty: 3125.872559
	Iteration 14Q: 3 clusters Score -1624272 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1624451.500000 Penalty: 3125.872559
	Iteration 15Q: 3 clusters Score -1624452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1624526.000000 Penalty: 3125.872559
	Iteration 16Q: 3 clusters Score -1624526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1624593.000000 Penalty: 3125.872559
	Iteration 17Q: 3 clusters Score -1624593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1624635.500000 Penalty: 3125.872559
	Iteration 18Q: 3 clusters Score -1624636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1624661.375000 Penalty: 3125.872559
	Iteration 19Q: 3 clusters Score -1624661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1624685.250000 Penalty: 3125.872559
	Iteration 20F: 3 clusters Score -1624685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1624693.875000 Penalty: 3125.872559
	Iteration 21Q: 3 clusters Score -1624694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1624705.125000 Penalty: 3125.872559
	Iteration 22Q: 3 clusters Score -1624705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1624705.875000 Penalty: 3125.872559
	Iteration 23Q: 3 clusters Score -1624706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1624712.250000 Penalty: 3125.872559
	Iteration 24Q: 3 clusters Score -1624712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1624718.000000 Penalty: 3125.872559
	Iteration 25Q: 3 clusters Score -1624718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1624721.500000 Penalty: 3125.872559
	Iteration 26Q: 3 clusters Score -1624722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1624722.250000 Penalty: 3125.872559
	Iteration 27Q: 3 clusters Score -1624722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1624725.875000 Penalty: 3125.872559
	Iteration 28Q: 3 clusters Score -1624726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1624722.875000 Penalty: 3125.872559
	Iteration 29Q: 3 clusters Score -1624723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1624722.875000 Penalty: 3125.872559
	Iteration 30F: 3 clusters Score -1624723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -209586.484375 Penalty: 1259.264893
	Iteration 0F: 2 clusters Score -209586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -207368.656250 Penalty: 2518.529785
	Iteration 0F: 3 clusters Score -207368.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -208037.890625 Penalty: 2518.529785
	Iteration 1F: 3 clusters Score -208037.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -208294.078125 Penalty: 2518.529785
	Iteration 2F: 3 clusters Score -208294.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -208465.234375 Penalty: 2518.529785
	Iteration 3F: 3 clusters Score -208465.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -208562.812500 Penalty: 2518.529785
	Iteration 4Q: 3 clusters Score -208562.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208630.421875 Penalty: 2518.529785
	Iteration 5Q: 3 clusters Score -208630.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208723.843750 Penalty: 2518.529785
	Iteration 6Q: 3 clusters Score -208723.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208869.046875 Penalty: 2518.529785
	Iteration 7Q: 3 clusters Score -208869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -208977.421875 Penalty: 2518.529785
	Iteration 8Q: 3 clusters Score -208977.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -209067.859375 Penalty: 2518.529785
	Iteration 9Q: 3 clusters Score -209067.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -209128.250000 Penalty: 2518.529785
	Iteration 10Q: 3 clusters Score -209128.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209175.796875 Penalty: 2518.529785
	Iteration 11Q: 3 clusters Score -209175.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209214.156250 Penalty: 2518.529785
	Iteration 12Q: 3 clusters Score -209214.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -209246.906250 Penalty: 2518.529785
	Iteration 13Q: 3 clusters Score -209246.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -209287.234375 Penalty: 2518.529785
	Iteration 14Q: 3 clusters Score -209287.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -209305.859375 Penalty: 2518.529785
	Iteration 15Q: 3 clusters Score -209305.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -209318.062500 Penalty: 2518.529785
	Iteration 16Q: 3 clusters Score -209318.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -209327.640625 Penalty: 2518.529785
	Iteration 17Q: 3 clusters Score -209327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -209333.515625 Penalty: 2518.529785
	Iteration 18Q: 3 clusters Score -209333.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209339.671875 Penalty: 2518.529785
	Iteration 19Q: 3 clusters Score -209339.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209346.390625 Penalty: 2518.529785
	Iteration 20F: 3 clusters Score -209346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -209352.984375 Penalty: 2518.529785
	Iteration 21Q: 3 clusters Score -209353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209366.531250 Penalty: 2518.529785
	Iteration 22Q: 3 clusters Score -209366.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209380.437500 Penalty: 2518.529785
	Iteration 23Q: 3 clusters Score -209380.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -209388.843750 Penalty: 2518.529785
	Iteration 24Q: 3 clusters Score -209388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209392.203125 Penalty: 2518.529785
	Iteration 25Q: 3 clusters Score -209392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -209398.187500 Penalty: 2518.529785
	Iteration 26Q: 3 clusters Score -209398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209408.703125 Penalty: 2518.529785
	Iteration 27Q: 3 clusters Score -209408.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209418.812500 Penalty: 2518.529785
	Iteration 28Q: 3 clusters Score -209418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -209424.265625 Penalty: 2518.529785
	Iteration 29Q: 3 clusters Score -209424.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209429.015625 Penalty: 2518.529785
	Iteration 30Q: 3 clusters Score -209429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -209432.968750 Penalty: 2518.529785
	Iteration 31Q: 3 clusters Score -209433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209436.187500 Penalty: 2518.529785
	Iteration 32Q: 3 clusters Score -209436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209445.484375 Penalty: 2518.529785
	Iteration 33Q: 3 clusters Score -209445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209450.234375 Penalty: 2518.529785
	Iteration 34Q: 3 clusters Score -209450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -209453.937500 Penalty: 2518.529785
	Iteration 35Q: 3 clusters Score -209453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209459.968750 Penalty: 2518.529785
	Iteration 36Q: 3 clusters Score -209460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -209461.171875 Penalty: 2518.529785
	Iteration 37Q: 3 clusters Score -209461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209461.078125 Penalty: 2518.529785
	Iteration 38Q: 3 clusters Score -209461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209461.078125 Penalty: 2518.529785
	Iteration 39F: 3 clusters Score -209461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119852 members 
Entering Unmasked Estep 
Score: -12967935.000000 Penalty: 1900.277100
	Iteration 0F: 2 clusters Score -1.296794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -12888973.000000 Penalty: 3800.554199
	Iteration 0F: 3 clusters Score -1.288897e+07 nChanged 57596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -12922668.000000 Penalty: 3800.554199
	Iteration 1F: 3 clusters Score -1.292267e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -12923273.000000 Penalty: 3800.554199
	Iteration 2Q: 3 clusters Score -1.292327e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -12923811.000000 Penalty: 3800.554199
	Iteration 3Q: 3 clusters Score -1.292381e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -12924534.000000 Penalty: 3800.554199
	Iteration 4Q: 3 clusters Score -1.292453e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -12925548.000000 Penalty: 3800.554199
	Iteration 5Q: 3 clusters Score -1.292555e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -12926886.000000 Penalty: 3800.554199
	Iteration 6Q: 3 clusters Score -1.292689e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -12928708.000000 Penalty: 3800.554199
	Iteration 7Q: 3 clusters Score -1.292871e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -12931285.000000 Penalty: 3800.554199
	Iteration 8Q: 3 clusters Score -1.293128e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -12934981.000000 Penalty: 3800.554199
	Iteration 9F: 3 clusters Score -1.293498e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -12940022.000000 Penalty: 3800.554199
	Iteration 10F: 3 clusters Score -1.294002e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -12946353.000000 Penalty: 3800.554199
	Iteration 11F: 3 clusters Score -1.294635e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 102830 members 
Entering Unmasked Estep 
Score: -12952866.000000 Penalty: 3800.554199
	Iteration 12F: 3 clusters Score -1.295287e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -12958344.000000 Penalty: 3800.554199
	Iteration 13F: 3 clusters Score -1.295834e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 112768 members 
Entering Unmasked Estep 
Score: -12962095.000000 Penalty: 3800.554199
	Iteration 14Q: 3 clusters Score -1.29621e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -12964217.000000 Penalty: 3800.554199
	Iteration 15Q: 3 clusters Score -1.296422e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -12965359.000000 Penalty: 3800.554199
	Iteration 16Q: 3 clusters Score -1.296536e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 115968 members 
Entering Unmasked Estep 
Score: -12965983.000000 Penalty: 3800.554199
	Iteration 17Q: 3 clusters Score -1.296598e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 116247 members 
Entering Unmasked Estep 
Score: -12966312.000000 Penalty: 3800.554199
	Iteration 18Q: 3 clusters Score -1.296631e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 116428 members 
Entering Unmasked Estep 
Score: -12966451.000000 Penalty: 3800.554199
	Iteration 19Q: 3 clusters Score -1.296645e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -12966576.000000 Penalty: 3800.554199
	Iteration 20F: 3 clusters Score -1.296658e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -12966647.000000 Penalty: 3800.554199
	Iteration 21Q: 3 clusters Score -1.296665e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -12966647.000000 Penalty: 3800.554199
	Iteration 22Q: 3 clusters Score -1.296665e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -12966720.000000 Penalty: 3800.554199
	Iteration 23Q: 3 clusters Score -1.296672e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 116861 members 
Entering Unmasked Estep 
Score: -12966733.000000 Penalty: 3800.554199
	Iteration 24Q: 3 clusters Score -1.296673e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -12966741.000000 Penalty: 3800.554199
	Iteration 25Q: 3 clusters Score -1.296674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -12966754.000000 Penalty: 3800.554199
	Iteration 26Q: 3 clusters Score -1.296675e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
Score: -12966801.000000 Penalty: 3800.554199
	Iteration 27Q: 3 clusters Score -1.29668e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 117026 members 
Entering Unmasked Estep 
Score: -12966817.000000 Penalty: 3800.554199
	Iteration 28Q: 3 clusters Score -1.296682e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -12966825.000000 Penalty: 3800.554199
	Iteration 29Q: 3 clusters Score -1.296682e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -12966847.000000 Penalty: 3800.554199
	Iteration 30Q: 3 clusters Score -1.296685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 117088 members 
Entering Unmasked Estep 
Score: -12966868.000000 Penalty: 3800.554199
	Iteration 31Q: 3 clusters Score -1.296687e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -12966889.000000 Penalty: 3800.554199
	Iteration 32Q: 3 clusters Score -1.296689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -12966885.000000 Penalty: 3800.554199
	Iteration 33Q: 3 clusters Score -1.296688e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -12966895.000000 Penalty: 3800.554199
	Iteration 34Q: 3 clusters Score -1.29669e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 117139 members 
Entering Unmasked Estep 
Score: -12966903.000000 Penalty: 3800.554199
	Iteration 35Q: 3 clusters Score -1.29669e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 117152 members 
Entering Unmasked Estep 
Score: -12966900.000000 Penalty: 3800.554199
	Iteration 36Q: 3 clusters Score -1.29669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -12966884.000000 Penalty: 3800.554199
	Iteration 37Q: 3 clusters Score -1.296688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -12966895.000000 Penalty: 3800.554199
	Iteration 38Q: 3 clusters Score -1.29669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -12966896.000000 Penalty: 3800.554199
	Iteration 39Q: 3 clusters Score -1.29669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -12966912.000000 Penalty: 3800.554199
	Iteration 40F: 3 clusters Score -1.296691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 117192 members 
Entering Unmasked Estep 
Score: -12966902.000000 Penalty: 3800.554199
	Iteration 41Q: 3 clusters Score -1.29669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -12966895.000000 Penalty: 3800.554199
	Iteration 42Q: 3 clusters Score -1.29669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -12966904.000000 Penalty: 3800.554199
	Iteration 43Q: 3 clusters Score -1.29669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 117199 members 
Entering Unmasked Estep 
Score: -12966904.000000 Penalty: 3800.554199
	Iteration 44Q: 3 clusters Score -1.29669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -12966915.000000 Penalty: 3800.554199
	Iteration 45Q: 3 clusters Score -1.296692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -12966912.000000 Penalty: 3800.554199
	Iteration 46Q: 3 clusters Score -1.296691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 117203 members 
Entering Unmasked Estep 
Score: -12966910.000000 Penalty: 3800.554199
	Iteration 47Q: 3 clusters Score -1.296691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 117203 members 
Entering Unmasked Estep 
Score: -12966910.000000 Penalty: 3800.554199
	Iteration 48F: 3 clusters Score -1.296691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -213600.171875 Penalty: 1245.380127
	Iteration 0F: 2 clusters Score -213600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -211445.109375 Penalty: 2490.760254
	Iteration 0F: 3 clusters Score -211445.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -211932.046875 Penalty: 2490.760254
	Iteration 1F: 3 clusters Score -211932 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -212023.437500 Penalty: 2490.760254
	Iteration 2F: 3 clusters Score -212023.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -212082.078125 Penalty: 2490.760254
	Iteration 3Q: 3 clusters Score -212082.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -212135.640625 Penalty: 2490.760254
	Iteration 4Q: 3 clusters Score -212135.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -212177.625000 Penalty: 2490.760254
	Iteration 5Q: 3 clusters Score -212177.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -212214.968750 Penalty: 2490.760254
	Iteration 6Q: 3 clusters Score -212215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212251.484375 Penalty: 2490.760254
	Iteration 7Q: 3 clusters Score -212251.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212293.796875 Penalty: 2490.760254
	Iteration 8Q: 3 clusters Score -212293.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -212350.671875 Penalty: 2490.760254
	Iteration 9Q: 3 clusters Score -212350.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212396.125000 Penalty: 2490.760254
	Iteration 10Q: 3 clusters Score -212396.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212465.859375 Penalty: 2490.760254
	Iteration 11Q: 3 clusters Score -212465.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -212574.140625 Penalty: 2490.760254
	Iteration 12Q: 3 clusters Score -212574.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -212701.187500 Penalty: 2490.760254
	Iteration 13F: 3 clusters Score -212701.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -212826.875000 Penalty: 2490.760254
	Iteration 14F: 3 clusters Score -212826.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -212977.921875 Penalty: 2490.760254
	Iteration 15F: 3 clusters Score -212977.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -213107.640625 Penalty: 2490.760254
	Iteration 16F: 3 clusters Score -213107.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -213208.171875 Penalty: 2490.760254
	Iteration 17Q: 3 clusters Score -213208.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -213250.968750 Penalty: 2490.760254
	Iteration 18Q: 3 clusters Score -213251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -213275.343750 Penalty: 2490.760254
	Iteration 19Q: 3 clusters Score -213275.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -213297.937500 Penalty: 2490.760254
	Iteration 20F: 3 clusters Score -213297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -213319.296875 Penalty: 2490.760254
	Iteration 21Q: 3 clusters Score -213319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -213335.140625 Penalty: 2490.760254
	Iteration 22Q: 3 clusters Score -213335.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -213351.875000 Penalty: 2490.760254
	Iteration 23Q: 3 clusters Score -213351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -213365.546875 Penalty: 2490.760254
	Iteration 24Q: 3 clusters Score -213365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -213384.375000 Penalty: 2490.760254
	Iteration 25Q: 3 clusters Score -213384.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -213400.015625 Penalty: 2490.760254
	Iteration 26Q: 3 clusters Score -213400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -213423.515625 Penalty: 2490.760254
	Iteration 27Q: 3 clusters Score -213423.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -213441.750000 Penalty: 2490.760254
	Iteration 28Q: 3 clusters Score -213441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -213452.484375 Penalty: 2490.760254
	Iteration 29Q: 3 clusters Score -213452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -213462.046875 Penalty: 2490.760254
	Iteration 30Q: 3 clusters Score -213462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -213464.531250 Penalty: 2490.760254
	Iteration 31Q: 3 clusters Score -213464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -213471.203125 Penalty: 2490.760254
	Iteration 32Q: 3 clusters Score -213471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -213479.453125 Penalty: 2490.760254
	Iteration 33Q: 3 clusters Score -213479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -213481.890625 Penalty: 2490.760254
	Iteration 34Q: 3 clusters Score -213481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -213485.296875 Penalty: 2490.760254
	Iteration 35Q: 3 clusters Score -213485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -213488.453125 Penalty: 2490.760254
	Iteration 36Q: 3 clusters Score -213488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -213490.718750 Penalty: 2490.760254
	Iteration 37Q: 3 clusters Score -213490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -213493.625000 Penalty: 2490.760254
	Iteration 38Q: 3 clusters Score -213493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -213496.671875 Penalty: 2490.760254
	Iteration 39Q: 3 clusters Score -213496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -213496.671875 Penalty: 2490.760254
	Iteration 40F: 3 clusters Score -213496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -28600.679688 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -28600.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27770.208984 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -27770.21 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28398.876953 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -28398.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28716.882812 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -28716.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28988.242188 Penalty: 1969.973389
	Iteration 3F: 3 clusters Score -28988.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29104.857422 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -29104.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29171.839844 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -29171.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29200.347656 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -29200.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29232.658203 Penalty: 1969.973389
	Iteration 7Q: 3 clusters Score -29232.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29315.218750 Penalty: 1969.973389
	Iteration 8Q: 3 clusters Score -29315.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29384.603516 Penalty: 1969.973389
	Iteration 9Q: 3 clusters Score -29384.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29443.605469 Penalty: 1969.973389
	Iteration 10Q: 3 clusters Score -29443.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29476.033203 Penalty: 1969.973389
	Iteration 11Q: 3 clusters Score -29476.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29532.523438 Penalty: 1969.973389
	Iteration 12Q: 3 clusters Score -29532.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29537.998047 Penalty: 1969.973389
	Iteration 13Q: 3 clusters Score -29538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29541.519531 Penalty: 1969.973389
	Iteration 14Q: 3 clusters Score -29541.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29546.003906 Penalty: 1969.973389
	Iteration 15F: 3 clusters Score -29546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29585.316406 Penalty: 1969.973389
	Iteration 16Q: 3 clusters Score -29585.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29614.728516 Penalty: 1969.973389
	Iteration 17Q: 3 clusters Score -29614.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29645.250000 Penalty: 1969.973389
	Iteration 18Q: 3 clusters Score -29645.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29658.722656 Penalty: 1969.973389
	Iteration 19Q: 3 clusters Score -29658.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29671.496094 Penalty: 1969.973389
	Iteration 20F: 3 clusters Score -29671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29677.732422 Penalty: 1969.973389
	Iteration 21Q: 3 clusters Score -29677.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29677.732422 Penalty: 1969.973389
	Iteration 22F: 3 clusters Score -29677.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 160 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172690 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14209 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103357 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Mstep: Class 41 contains 269 members 
Entering Unmasked Estep 
Score: -101034648.000000 Penalty: 91867.312500
Splitting cluster 6 changes total score from -101034888.000000 to -101034648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (14906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Entering Unmasked Estep 
Score: -1524872.625000 Penalty: 1561.546875
	Iteration 0F: 2 clusters Score -1524873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1514517.500000 Penalty: 3123.093750
	Iteration 0F: 3 clusters Score -1514518 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1518209.500000 Penalty: 3123.093750
	Iteration 1F: 3 clusters Score -1518210 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1518629.625000 Penalty: 3123.093750
	Iteration 2F: 3 clusters Score -1518630 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1519070.500000 Penalty: 3123.093750
	Iteration 3F: 3 clusters Score -1519070 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1519557.875000 Penalty: 3123.093750
	Iteration 4F: 3 clusters Score -1519558 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1520121.500000 Penalty: 3123.093750
	Iteration 5F: 3 clusters Score -1520122 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1520694.000000 Penalty: 3123.093750
	Iteration 6F: 3 clusters Score -1520694 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1521219.375000 Penalty: 3123.093750
	Iteration 7F: 3 clusters Score -1521219 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1521689.500000 Penalty: 3123.093750
	Iteration 8Q: 3 clusters Score -1521690 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1522104.875000 Penalty: 3123.093750
	Iteration 9Q: 3 clusters Score -1522105 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1522436.500000 Penalty: 3123.093750
	Iteration 10Q: 3 clusters Score -1522436 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1522697.000000 Penalty: 3123.093750
	Iteration 11Q: 3 clusters Score -1522697 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1522940.250000 Penalty: 3123.093750
	Iteration 12Q: 3 clusters Score -1522940 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1523139.875000 Penalty: 3123.093750
	Iteration 13Q: 3 clusters Score -1523140 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1523276.625000 Penalty: 3123.093750
	Iteration 14Q: 3 clusters Score -1523277 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1523386.500000 Penalty: 3123.093750
	Iteration 15Q: 3 clusters Score -1523386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1523450.375000 Penalty: 3123.093750
	Iteration 16Q: 3 clusters Score -1523450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1523494.250000 Penalty: 3123.093750
	Iteration 17Q: 3 clusters Score -1523494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1523521.625000 Penalty: 3123.093750
	Iteration 18Q: 3 clusters Score -1523522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1523538.500000 Penalty: 3123.093750
	Iteration 19Q: 3 clusters Score -1523538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1523553.500000 Penalty: 3123.093750
	Iteration 20F: 3 clusters Score -1523554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1523559.500000 Penalty: 3123.093750
	Iteration 21Q: 3 clusters Score -1523560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1523571.125000 Penalty: 3123.093750
	Iteration 22Q: 3 clusters Score -1523571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1523579.750000 Penalty: 3123.093750
	Iteration 23Q: 3 clusters Score -1523580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1523586.750000 Penalty: 3123.093750
	Iteration 24Q: 3 clusters Score -1523587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1523592.000000 Penalty: 3123.093750
	Iteration 25Q: 3 clusters Score -1523592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1523599.000000 Penalty: 3123.093750
	Iteration 26Q: 3 clusters Score -1523599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1523597.875000 Penalty: 3123.093750
	Iteration 27Q: 3 clusters Score -1523598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1523598.625000 Penalty: 3123.093750
	Iteration 28Q: 3 clusters Score -1523599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1523597.375000 Penalty: 3123.093750
	Iteration 29Q: 3 clusters Score -1523597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1523598.125000 Penalty: 3123.093750
	Iteration 30Q: 3 clusters Score -1523598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1523598.125000 Penalty: 3123.093750
	Iteration 31F: 3 clusters Score -1523598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -15077.396484 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -15077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14355.115234 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -14355.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14559.603516 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -14559.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14659.673828 Penalty: 1767.375732
	Iteration 2F: 3 clusters Score -14659.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14717.092773 Penalty: 1767.375732
	Iteration 3F: 3 clusters Score -14717.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14735.486328 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -14735.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14747.150391 Penalty: 1767.375732
	Iteration 5Q: 3 clusters Score -14747.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14747.150391 Penalty: 1767.375732
	Iteration 6F: 3 clusters Score -14747.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -244083.312500 Penalty: 1259.334961
	Iteration 0F: 2 clusters Score -244083.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -241809.453125 Penalty: 2518.669922
	Iteration 0F: 3 clusters Score -241809.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242322.296875 Penalty: 2518.669922
	Iteration 1F: 3 clusters Score -242322.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -242440.828125 Penalty: 2518.669922
	Iteration 2F: 3 clusters Score -242440.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -242521.765625 Penalty: 2518.669922
	Iteration 3Q: 3 clusters Score -242521.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -242584.109375 Penalty: 2518.669922
	Iteration 4Q: 3 clusters Score -242584.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -242631.734375 Penalty: 2518.669922
	Iteration 5Q: 3 clusters Score -242631.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -242677.281250 Penalty: 2518.669922
	Iteration 6Q: 3 clusters Score -242677.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -242732.703125 Penalty: 2518.669922
	Iteration 7Q: 3 clusters Score -242732.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -242775.890625 Penalty: 2518.669922
	Iteration 8Q: 3 clusters Score -242775.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -242810.234375 Penalty: 2518.669922
	Iteration 9Q: 3 clusters Score -242810.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -242835.968750 Penalty: 2518.669922
	Iteration 10Q: 3 clusters Score -242836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -242851.531250 Penalty: 2518.669922
	Iteration 11Q: 3 clusters Score -242851.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -242872.984375 Penalty: 2518.669922
	Iteration 12Q: 3 clusters Score -242873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -242885.171875 Penalty: 2518.669922
	Iteration 13Q: 3 clusters Score -242885.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -242896.015625 Penalty: 2518.669922
	Iteration 14Q: 3 clusters Score -242896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -242904.281250 Penalty: 2518.669922
	Iteration 15Q: 3 clusters Score -242904.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -242914.984375 Penalty: 2518.669922
	Iteration 16Q: 3 clusters Score -242915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -242930.515625 Penalty: 2518.669922
	Iteration 17Q: 3 clusters Score -242930.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -242943.406250 Penalty: 2518.669922
	Iteration 18Q: 3 clusters Score -242943.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -242958.437500 Penalty: 2518.669922
	Iteration 19Q: 3 clusters Score -242958.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -242968.921875 Penalty: 2518.669922
	Iteration 20F: 3 clusters Score -242968.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -242980.390625 Penalty: 2518.669922
	Iteration 21Q: 3 clusters Score -242980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -242988.359375 Penalty: 2518.669922
	Iteration 22Q: 3 clusters Score -242988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -242995.500000 Penalty: 2518.669922
	Iteration 23Q: 3 clusters Score -242995.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -242999.921875 Penalty: 2518.669922
	Iteration 24Q: 3 clusters Score -242999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -243004.921875 Penalty: 2518.669922
	Iteration 25Q: 3 clusters Score -243004.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -243012.734375 Penalty: 2518.669922
	Iteration 26Q: 3 clusters Score -243012.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -243019.250000 Penalty: 2518.669922
	Iteration 27Q: 3 clusters Score -243019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -243028.015625 Penalty: 2518.669922
	Iteration 28Q: 3 clusters Score -243028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -243038.812500 Penalty: 2518.669922
	Iteration 29Q: 3 clusters Score -243038.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -243056.125000 Penalty: 2518.669922
	Iteration 30Q: 3 clusters Score -243056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -243071.578125 Penalty: 2518.669922
	Iteration 31Q: 3 clusters Score -243071.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -243083.484375 Penalty: 2518.669922
	Iteration 32Q: 3 clusters Score -243083.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -243093.171875 Penalty: 2518.669922
	Iteration 33Q: 3 clusters Score -243093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -243109.125000 Penalty: 2518.669922
	Iteration 34Q: 3 clusters Score -243109.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -243126.984375 Penalty: 2518.669922
	Iteration 35Q: 3 clusters Score -243127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -243145.828125 Penalty: 2518.669922
	Iteration 36Q: 3 clusters Score -243145.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -243165.359375 Penalty: 2518.669922
	Iteration 37Q: 3 clusters Score -243165.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -243177.250000 Penalty: 2518.669922
	Iteration 38Q: 3 clusters Score -243177.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -243194.453125 Penalty: 2518.669922
	Iteration 39Q: 3 clusters Score -243194.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -243211.109375 Penalty: 2518.669922
	Iteration 40F: 3 clusters Score -243211.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -243231.140625 Penalty: 2518.669922
	Iteration 41Q: 3 clusters Score -243231.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -243255.109375 Penalty: 2518.669922
	Iteration 42Q: 3 clusters Score -243255.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -243278.265625 Penalty: 2518.669922
	Iteration 43Q: 3 clusters Score -243278.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -243309.890625 Penalty: 2518.669922
	Iteration 44Q: 3 clusters Score -243309.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -243335.875000 Penalty: 2518.669922
	Iteration 45Q: 3 clusters Score -243335.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -243366.796875 Penalty: 2518.669922
	Iteration 46Q: 3 clusters Score -243366.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -243408.421875 Penalty: 2518.669922
	Iteration 47Q: 3 clusters Score -243408.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -243443.953125 Penalty: 2518.669922
	Iteration 48Q: 3 clusters Score -243444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -243464.484375 Penalty: 2518.669922
	Iteration 49Q: 3 clusters Score -243464.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -243475.687500 Penalty: 2518.669922
	Iteration 50Q: 3 clusters Score -243475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -243486.234375 Penalty: 2518.669922
	Iteration 51Q: 3 clusters Score -243486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -243491.250000 Penalty: 2518.669922
	Iteration 52Q: 3 clusters Score -243491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -243493.609375 Penalty: 2518.669922
	Iteration 53Q: 3 clusters Score -243493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -243497.359375 Penalty: 2518.669922
	Iteration 54Q: 3 clusters Score -243497.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -243504.203125 Penalty: 2518.669922
	Iteration 55Q: 3 clusters Score -243504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -243508.609375 Penalty: 2518.669922
	Iteration 56Q: 3 clusters Score -243508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -243513.515625 Penalty: 2518.669922
	Iteration 57Q: 3 clusters Score -243513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -243515.171875 Penalty: 2518.669922
	Iteration 58Q: 3 clusters Score -243515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -243515.906250 Penalty: 2518.669922
	Iteration 59Q: 3 clusters Score -243515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -243515.906250 Penalty: 2518.669922
	Iteration 60F: 3 clusters Score -243515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (172690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172690 members 
Entering Unmasked Estep 
Score: -18267254.000000 Penalty: 1959.628784
	Iteration 0F: 2 clusters Score -1.826725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -18151770.000000 Penalty: 3919.257568
	Iteration 0F: 3 clusters Score -1.815177e+07 nChanged 83232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -18200160.000000 Penalty: 3919.257568
	Iteration 1F: 3 clusters Score -1.820016e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -18200894.000000 Penalty: 3919.257568
	Iteration 2Q: 3 clusters Score -1.820089e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -18201644.000000 Penalty: 3919.257568
	Iteration 3Q: 3 clusters Score -1.820164e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -18202716.000000 Penalty: 3919.257568
	Iteration 4Q: 3 clusters Score -1.820272e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -18204574.000000 Penalty: 3919.257568
	Iteration 5Q: 3 clusters Score -1.820457e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -18207744.000000 Penalty: 3919.257568
	Iteration 6Q: 3 clusters Score -1.820774e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -18214076.000000 Penalty: 3919.257568
	Iteration 7F: 3 clusters Score -1.821408e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -18225202.000000 Penalty: 3919.257568
	Iteration 8F: 3 clusters Score -1.82252e+07 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147902 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -18240406.000000 Penalty: 3919.257568
	Iteration 9F: 3 clusters Score -1.824041e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161523 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -18254446.000000 Penalty: 3919.257568
	Iteration 10F: 3 clusters Score -1.825445e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169110 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -18262160.000000 Penalty: 3919.257568
	Iteration 11Q: 3 clusters Score -1.826216e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18264598.000000 Penalty: 3919.257568
	Iteration 12Q: 3 clusters Score -1.82646e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172419 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18265200.000000 Penalty: 3919.257568
	Iteration 13Q: 3 clusters Score -1.82652e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172533 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18265370.000000 Penalty: 3919.257568
	Iteration 14Q: 3 clusters Score -1.826537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18265444.000000 Penalty: 3919.257568
	Iteration 15Q: 3 clusters Score -1.826544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18265480.000000 Penalty: 3919.257568
	Iteration 16Q: 3 clusters Score -1.826548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18265484.000000 Penalty: 3919.257568
	Iteration 17Q: 3 clusters Score -1.826548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18265488.000000 Penalty: 3919.257568
	Iteration 18Q: 3 clusters Score -1.826549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172571 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18265490.000000 Penalty: 3919.257568
	Iteration 19Q: 3 clusters Score -1.826549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18265494.000000 Penalty: 3919.257568
	Iteration 20F: 3 clusters Score -1.826549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -625148.562500 Penalty: 1405.763062
	Iteration 0F: 2 clusters Score -625148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -620676.812500 Penalty: 2811.526123
	Iteration 0F: 3 clusters Score -620676.8 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -621943.500000 Penalty: 2811.526123
	Iteration 1F: 3 clusters Score -621943.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -622085.937500 Penalty: 2811.526123
	Iteration 2F: 3 clusters Score -622085.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -622177.937500 Penalty: 2811.526123
	Iteration 3Q: 3 clusters Score -622177.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -622237.687500 Penalty: 2811.526123
	Iteration 4Q: 3 clusters Score -622237.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -622297.062500 Penalty: 2811.526123
	Iteration 5Q: 3 clusters Score -622297.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -622355.687500 Penalty: 2811.526123
	Iteration 6Q: 3 clusters Score -622355.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -622415.125000 Penalty: 2811.526123
	Iteration 7Q: 3 clusters Score -622415.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -622491.625000 Penalty: 2811.526123
	Iteration 8Q: 3 clusters Score -622491.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -622579.500000 Penalty: 2811.526123
	Iteration 9Q: 3 clusters Score -622579.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -622673.500000 Penalty: 2811.526123
	Iteration 10Q: 3 clusters Score -622673.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -622794.375000 Penalty: 2811.526123
	Iteration 11Q: 3 clusters Score -622794.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -622938.750000 Penalty: 2811.526123
	Iteration 12Q: 3 clusters Score -622938.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -623104.625000 Penalty: 2811.526123
	Iteration 13Q: 3 clusters Score -623104.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -623288.750000 Penalty: 2811.526123
	Iteration 14Q: 3 clusters Score -623288.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -623461.250000 Penalty: 2811.526123
	Iteration 15Q: 3 clusters Score -623461.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -623589.437500 Penalty: 2811.526123
	Iteration 16Q: 3 clusters Score -623589.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -623688.187500 Penalty: 2811.526123
	Iteration 17Q: 3 clusters Score -623688.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -623754.500000 Penalty: 2811.526123
	Iteration 18Q: 3 clusters Score -623754.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -623809.687500 Penalty: 2811.526123
	Iteration 19Q: 3 clusters Score -623809.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -623845.500000 Penalty: 2811.526123
	Iteration 20F: 3 clusters Score -623845.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -623866.500000 Penalty: 2811.526123
	Iteration 21Q: 3 clusters Score -623866.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -623885.500000 Penalty: 2811.526123
	Iteration 22Q: 3 clusters Score -623885.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -623897.562500 Penalty: 2811.526123
	Iteration 23Q: 3 clusters Score -623897.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -623900.937500 Penalty: 2811.526123
	Iteration 24Q: 3 clusters Score -623900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -623907.000000 Penalty: 2811.526123
	Iteration 25Q: 3 clusters Score -623907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -623913.750000 Penalty: 2811.526123
	Iteration 26Q: 3 clusters Score -623913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -623924.750000 Penalty: 2811.526123
	Iteration 27Q: 3 clusters Score -623924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -623931.562500 Penalty: 2811.526123
	Iteration 28Q: 3 clusters Score -623931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -623937.250000 Penalty: 2811.526123
	Iteration 29Q: 3 clusters Score -623937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -623941.437500 Penalty: 2811.526123
	Iteration 30Q: 3 clusters Score -623941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -623946.437500 Penalty: 2811.526123
	Iteration 31Q: 3 clusters Score -623946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -623953.812500 Penalty: 2811.526123
	Iteration 32Q: 3 clusters Score -623953.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -623960.000000 Penalty: 2811.526123
	Iteration 33Q: 3 clusters Score -623960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -623967.000000 Penalty: 2811.526123
	Iteration 34Q: 3 clusters Score -623967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -623972.750000 Penalty: 2811.526123
	Iteration 35Q: 3 clusters Score -623972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -623972.187500 Penalty: 2811.526123
	Iteration 36Q: 3 clusters Score -623972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -623971.875000 Penalty: 2811.526123
	Iteration 37Q: 3 clusters Score -623971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -623973.187500 Penalty: 2811.526123
	Iteration 38Q: 3 clusters Score -623973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -623974.437500 Penalty: 2811.526123
	Iteration 39Q: 3 clusters Score -623974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -623975.312500 Penalty: 2811.526123
	Iteration 40F: 3 clusters Score -623975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -623975.250000 Penalty: 2811.526123
	Iteration 41Q: 3 clusters Score -623975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -623975.062500 Penalty: 2811.526123
	Iteration 42Q: 3 clusters Score -623975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -623976.312500 Penalty: 2811.526123
	Iteration 43Q: 3 clusters Score -623976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -623976.312500 Penalty: 2811.526123
	Iteration 44F: 3 clusters Score -623976.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -290011.406250 Penalty: 1286.184692
	Iteration 0F: 2 clusters Score -290011.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -287416.406250 Penalty: 2572.369385
	Iteration 0F: 3 clusters Score -287416.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -287949.375000 Penalty: 2572.369385
	Iteration 1F: 3 clusters Score -287949.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -288078.406250 Penalty: 2572.369385
	Iteration 2F: 3 clusters Score -288078.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -288158.062500 Penalty: 2572.369385
	Iteration 3F: 3 clusters Score -288158.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -288224.375000 Penalty: 2572.369385
	Iteration 4Q: 3 clusters Score -288224.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288270.281250 Penalty: 2572.369385
	Iteration 5Q: 3 clusters Score -288270.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -288303.062500 Penalty: 2572.369385
	Iteration 6Q: 3 clusters Score -288303.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -288334.000000 Penalty: 2572.369385
	Iteration 7Q: 3 clusters Score -288334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288369.312500 Penalty: 2572.369385
	Iteration 8Q: 3 clusters Score -288369.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -288397.156250 Penalty: 2572.369385
	Iteration 9Q: 3 clusters Score -288397.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -288416.250000 Penalty: 2572.369385
	Iteration 10Q: 3 clusters Score -288416.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -288438.968750 Penalty: 2572.369385
	Iteration 11Q: 3 clusters Score -288439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -288462.812500 Penalty: 2572.369385
	Iteration 12Q: 3 clusters Score -288462.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -288478.718750 Penalty: 2572.369385
	Iteration 13Q: 3 clusters Score -288478.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288489.625000 Penalty: 2572.369385
	Iteration 14Q: 3 clusters Score -288489.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -288502.093750 Penalty: 2572.369385
	Iteration 15Q: 3 clusters Score -288502.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -288512.156250 Penalty: 2572.369385
	Iteration 16Q: 3 clusters Score -288512.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -288528.437500 Penalty: 2572.369385
	Iteration 17Q: 3 clusters Score -288528.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -288544.187500 Penalty: 2572.369385
	Iteration 18Q: 3 clusters Score -288544.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -288564.281250 Penalty: 2572.369385
	Iteration 19Q: 3 clusters Score -288564.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -288584.093750 Penalty: 2572.369385
	Iteration 20F: 3 clusters Score -288584.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -288599.593750 Penalty: 2572.369385
	Iteration 21Q: 3 clusters Score -288599.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -288613.562500 Penalty: 2572.369385
	Iteration 22Q: 3 clusters Score -288613.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -288620.718750 Penalty: 2572.369385
	Iteration 23Q: 3 clusters Score -288620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -288626.000000 Penalty: 2572.369385
	Iteration 24Q: 3 clusters Score -288626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -288632.625000 Penalty: 2572.369385
	Iteration 25Q: 3 clusters Score -288632.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -288641.781250 Penalty: 2572.369385
	Iteration 26Q: 3 clusters Score -288641.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -288654.187500 Penalty: 2572.369385
	Iteration 27Q: 3 clusters Score -288654.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288669.281250 Penalty: 2572.369385
	Iteration 28Q: 3 clusters Score -288669.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -288678.312500 Penalty: 2572.369385
	Iteration 29Q: 3 clusters Score -288678.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -288686.343750 Penalty: 2572.369385
	Iteration 30Q: 3 clusters Score -288686.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -288696.531250 Penalty: 2572.369385
	Iteration 31Q: 3 clusters Score -288696.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -288705.500000 Penalty: 2572.369385
	Iteration 32Q: 3 clusters Score -288705.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -288713.750000 Penalty: 2572.369385
	Iteration 33Q: 3 clusters Score -288713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -288718.343750 Penalty: 2572.369385
	Iteration 34Q: 3 clusters Score -288718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -288723.187500 Penalty: 2572.369385
	Iteration 35Q: 3 clusters Score -288723.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -288727.875000 Penalty: 2572.369385
	Iteration 36Q: 3 clusters Score -288727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -288733.687500 Penalty: 2572.369385
	Iteration 37Q: 3 clusters Score -288733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -288738.281250 Penalty: 2572.369385
	Iteration 38Q: 3 clusters Score -288738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -288745.406250 Penalty: 2572.369385
	Iteration 39Q: 3 clusters Score -288745.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -288752.406250 Penalty: 2572.369385
	Iteration 40F: 3 clusters Score -288752.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -288761.437500 Penalty: 2572.369385
	Iteration 41Q: 3 clusters Score -288761.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -288770.093750 Penalty: 2572.369385
	Iteration 42Q: 3 clusters Score -288770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -288775.062500 Penalty: 2572.369385
	Iteration 43Q: 3 clusters Score -288775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -288779.937500 Penalty: 2572.369385
	Iteration 44Q: 3 clusters Score -288779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -288782.906250 Penalty: 2572.369385
	Iteration 45Q: 3 clusters Score -288782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -288788.968750 Penalty: 2572.369385
	Iteration 46Q: 3 clusters Score -288789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -288795.593750 Penalty: 2572.369385
	Iteration 47Q: 3 clusters Score -288795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -288802.562500 Penalty: 2572.369385
	Iteration 48Q: 3 clusters Score -288802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -288805.937500 Penalty: 2572.369385
	Iteration 49Q: 3 clusters Score -288805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -288814.406250 Penalty: 2572.369385
	Iteration 50Q: 3 clusters Score -288814.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -288824.562500 Penalty: 2572.369385
	Iteration 51Q: 3 clusters Score -288824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -288831.968750 Penalty: 2572.369385
	Iteration 52Q: 3 clusters Score -288832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -288834.437500 Penalty: 2572.369385
	Iteration 53Q: 3 clusters Score -288834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -288835.250000 Penalty: 2572.369385
	Iteration 54Q: 3 clusters Score -288835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -288838.281250 Penalty: 2572.369385
	Iteration 55Q: 3 clusters Score -288838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -288843.687500 Penalty: 2572.369385
	Iteration 56Q: 3 clusters Score -288843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -288845.312500 Penalty: 2572.369385
	Iteration 57Q: 3 clusters Score -288845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -288846.500000 Penalty: 2572.369385
	Iteration 58Q: 3 clusters Score -288846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -288847.250000 Penalty: 2572.369385
	Iteration 59Q: 3 clusters Score -288847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -288849.218750 Penalty: 2572.369385
	Iteration 60F: 3 clusters Score -288849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -288849.531250 Penalty: 2572.369385
	Iteration 61Q: 3 clusters Score -288849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -288849.718750 Penalty: 2572.369385
	Iteration 62Q: 3 clusters Score -288849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -288849.718750 Penalty: 2572.369385
	Iteration 63F: 3 clusters Score -288849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Entering Unmasked Estep 
Score: -612425.312500 Penalty: 1412.447754
	Iteration 0F: 2 clusters Score -612425.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -607877.250000 Penalty: 2824.895508
	Iteration 0F: 3 clusters Score -607877.2 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -609187.750000 Penalty: 2824.895508
	Iteration 1F: 3 clusters Score -609187.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -609439.562500 Penalty: 2824.895508
	Iteration 2F: 3 clusters Score -609439.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -609663.562500 Penalty: 2824.895508
	Iteration 3F: 3 clusters Score -609663.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -609918.687500 Penalty: 2824.895508
	Iteration 4F: 3 clusters Score -609918.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -610186.375000 Penalty: 2824.895508
	Iteration 5F: 3 clusters Score -610186.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -610470.125000 Penalty: 2824.895508
	Iteration 6F: 3 clusters Score -610470.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -610669.937500 Penalty: 2824.895508
	Iteration 7Q: 3 clusters Score -610669.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -610838.812500 Penalty: 2824.895508
	Iteration 8Q: 3 clusters Score -610838.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -610978.875000 Penalty: 2824.895508
	Iteration 9Q: 3 clusters Score -610978.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -611100.250000 Penalty: 2824.895508
	Iteration 10Q: 3 clusters Score -611100.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -611176.625000 Penalty: 2824.895508
	Iteration 11Q: 3 clusters Score -611176.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -611235.375000 Penalty: 2824.895508
	Iteration 12Q: 3 clusters Score -611235.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -611285.125000 Penalty: 2824.895508
	Iteration 13Q: 3 clusters Score -611285.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -611321.062500 Penalty: 2824.895508
	Iteration 14Q: 3 clusters Score -611321.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -611354.812500 Penalty: 2824.895508
	Iteration 15Q: 3 clusters Score -611354.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -611382.625000 Penalty: 2824.895508
	Iteration 16Q: 3 clusters Score -611382.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -611397.812500 Penalty: 2824.895508
	Iteration 17Q: 3 clusters Score -611397.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -611405.125000 Penalty: 2824.895508
	Iteration 18Q: 3 clusters Score -611405.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -611408.250000 Penalty: 2824.895508
	Iteration 19Q: 3 clusters Score -611408.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -611413.125000 Penalty: 2824.895508
	Iteration 20F: 3 clusters Score -611413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -611418.375000 Penalty: 2824.895508
	Iteration 21Q: 3 clusters Score -611418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -611424.000000 Penalty: 2824.895508
	Iteration 22Q: 3 clusters Score -611424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -611427.812500 Penalty: 2824.895508
	Iteration 23Q: 3 clusters Score -611427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -611428.875000 Penalty: 2824.895508
	Iteration 24Q: 3 clusters Score -611428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -611428.875000 Penalty: 2824.895508
	Iteration 25F: 3 clusters Score -611428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (87906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Entering Unmasked Estep 
Score: -9570742.000000 Penalty: 1849.903809
	Iteration 0F: 2 clusters Score -9570742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -9511963.000000 Penalty: 3699.807617
	Iteration 0F: 3 clusters Score -9511963 nChanged 41872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -9535854.000000 Penalty: 3699.807617
	Iteration 1F: 3 clusters Score -9535854 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -9536482.000000 Penalty: 3699.807617
	Iteration 2Q: 3 clusters Score -9536482 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -9537249.000000 Penalty: 3699.807617
	Iteration 3Q: 3 clusters Score -9537249 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -9538423.000000 Penalty: 3699.807617
	Iteration 4Q: 3 clusters Score -9538423 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -9540352.000000 Penalty: 3699.807617
	Iteration 5Q: 3 clusters Score -9540352 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -9543743.000000 Penalty: 3699.807617
	Iteration 6F: 3 clusters Score -9543743 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -9548832.000000 Penalty: 3699.807617
	Iteration 7F: 3 clusters Score -9548832 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -9555117.000000 Penalty: 3699.807617
	Iteration 8F: 3 clusters Score -9555117 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -9560919.000000 Penalty: 3699.807617
	Iteration 9F: 3 clusters Score -9560919 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -9565026.000000 Penalty: 3699.807617
	Iteration 10Q: 3 clusters Score -9565026 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9567253.000000 Penalty: 3699.807617
	Iteration 11Q: 3 clusters Score -9567253 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9568300.000000 Penalty: 3699.807617
	Iteration 12Q: 3 clusters Score -9568300 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9568785.000000 Penalty: 3699.807617
	Iteration 13Q: 3 clusters Score -9568785 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9569031.000000 Penalty: 3699.807617
	Iteration 14Q: 3 clusters Score -9569031 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9569136.000000 Penalty: 3699.807617
	Iteration 15Q: 3 clusters Score -9569136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9569180.000000 Penalty: 3699.807617
	Iteration 16Q: 3 clusters Score -9569180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9569213.000000 Penalty: 3699.807617
	Iteration 17Q: 3 clusters Score -9569213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9569256.000000 Penalty: 3699.807617
	Iteration 18Q: 3 clusters Score -9569256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9569271.000000 Penalty: 3699.807617
	Iteration 19Q: 3 clusters Score -9569271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9569296.000000 Penalty: 3699.807617
	Iteration 20F: 3 clusters Score -9569296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9569310.000000 Penalty: 3699.807617
	Iteration 21Q: 3 clusters Score -9569310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9569306.000000 Penalty: 3699.807617
	Iteration 22Q: 3 clusters Score -9569306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9569313.000000 Penalty: 3699.807617
	Iteration 23Q: 3 clusters Score -9569313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9569319.000000 Penalty: 3699.807617
	Iteration 24Q: 3 clusters Score -9569319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9569339.000000 Penalty: 3699.807617
	Iteration 25Q: 3 clusters Score -9569339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9569334.000000 Penalty: 3699.807617
	Iteration 26Q: 3 clusters Score -9569334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9569335.000000 Penalty: 3699.807617
	Iteration 27Q: 3 clusters Score -9569335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9569336.000000 Penalty: 3699.807617
	Iteration 28Q: 3 clusters Score -9569336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9569323.000000 Penalty: 3699.807617
	Iteration 29Q: 3 clusters Score -9569323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9569330.000000 Penalty: 3699.807617
	Iteration 30Q: 3 clusters Score -9569330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9569337.000000 Penalty: 3699.807617
	Iteration 31Q: 3 clusters Score -9569337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9569338.000000 Penalty: 3699.807617
	Iteration 32Q: 3 clusters Score -9569338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9569341.000000 Penalty: 3699.807617
	Iteration 33Q: 3 clusters Score -9569341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9569340.000000 Penalty: 3699.807617
	Iteration 34Q: 3 clusters Score -9569340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9569340.000000 Penalty: 3699.807617
	Iteration 35F: 3 clusters Score -9569340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -687360.312500 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -687360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -682267.750000 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -682267.8 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -683739.937500 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -683739.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -683962.187500 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -683962.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -684152.625000 Penalty: 2862.671387
	Iteration 3F: 3 clusters Score -684152.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -684309.250000 Penalty: 2862.671387
	Iteration 4Q: 3 clusters Score -684309.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -684457.750000 Penalty: 2862.671387
	Iteration 5Q: 3 clusters Score -684457.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -684609.375000 Penalty: 2862.671387
	Iteration 6Q: 3 clusters Score -684609.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -684792.437500 Penalty: 2862.671387
	Iteration 7Q: 3 clusters Score -684792.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -684982.375000 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -684982.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -685225.562500 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -685225.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -685455.000000 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -685455 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -685648.937500 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -685648.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -685821.812500 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -685821.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -685945.375000 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -685945.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -686018.500000 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -686018.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -686066.812500 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -686066.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -686101.875000 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -686101.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -686126.187500 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -686126.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -686141.937500 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -686141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -686149.875000 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -686149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -686161.125000 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -686161.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -686174.062500 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -686174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -686182.687500 Penalty: 2862.671387
	Iteration 22Q: 3 clusters Score -686182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -686191.187500 Penalty: 2862.671387
	Iteration 23Q: 3 clusters Score -686191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -686195.562500 Penalty: 2862.671387
	Iteration 24Q: 3 clusters Score -686195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -686201.312500 Penalty: 2862.671387
	Iteration 25Q: 3 clusters Score -686201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -686206.250000 Penalty: 2862.671387
	Iteration 26Q: 3 clusters Score -686206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -686206.937500 Penalty: 2862.671387
	Iteration 27Q: 3 clusters Score -686206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -686208.187500 Penalty: 2862.671387
	Iteration 28Q: 3 clusters Score -686208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -686207.875000 Penalty: 2862.671387
	Iteration 29Q: 3 clusters Score -686207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -686207.875000 Penalty: 2862.671387
	Iteration 30F: 3 clusters Score -686207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Entering Unmasked Estep 
Score: -765676.187500 Penalty: 1451.119263
	Iteration 0F: 2 clusters Score -765676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -760046.937500 Penalty: 2902.238525
	Iteration 0F: 3 clusters Score -760046.9 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -761975.937500 Penalty: 2902.238525
	Iteration 1F: 3 clusters Score -761975.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -762277.562500 Penalty: 2902.238525
	Iteration 2F: 3 clusters Score -762277.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -762557.562500 Penalty: 2902.238525
	Iteration 3F: 3 clusters Score -762557.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -762895.187500 Penalty: 2902.238525
	Iteration 4F: 3 clusters Score -762895.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -763248.125000 Penalty: 2902.238525
	Iteration 5F: 3 clusters Score -763248.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -763571.812500 Penalty: 2902.238525
	Iteration 6F: 3 clusters Score -763571.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -763880.187500 Penalty: 2902.238525
	Iteration 7F: 3 clusters Score -763880.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -764102.125000 Penalty: 2902.238525
	Iteration 8Q: 3 clusters Score -764102.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -764241.375000 Penalty: 2902.238525
	Iteration 9Q: 3 clusters Score -764241.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -764363.812500 Penalty: 2902.238525
	Iteration 10Q: 3 clusters Score -764363.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -764466.125000 Penalty: 2902.238525
	Iteration 11Q: 3 clusters Score -764466.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -764542.562500 Penalty: 2902.238525
	Iteration 12Q: 3 clusters Score -764542.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -764594.687500 Penalty: 2902.238525
	Iteration 13Q: 3 clusters Score -764594.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -764638.187500 Penalty: 2902.238525
	Iteration 14Q: 3 clusters Score -764638.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -764682.125000 Penalty: 2902.238525
	Iteration 15Q: 3 clusters Score -764682.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -764725.000000 Penalty: 2902.238525
	Iteration 16Q: 3 clusters Score -764725 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -764770.562500 Penalty: 2902.238525
	Iteration 17Q: 3 clusters Score -764770.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -764826.937500 Penalty: 2902.238525
	Iteration 18Q: 3 clusters Score -764826.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -764860.875000 Penalty: 2902.238525
	Iteration 19Q: 3 clusters Score -764860.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -764880.312500 Penalty: 2902.238525
	Iteration 20F: 3 clusters Score -764880.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -764903.750000 Penalty: 2902.238525
	Iteration 21Q: 3 clusters Score -764903.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -764924.062500 Penalty: 2902.238525
	Iteration 22Q: 3 clusters Score -764924.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -764944.750000 Penalty: 2902.238525
	Iteration 23Q: 3 clusters Score -764944.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -764956.750000 Penalty: 2902.238525
	Iteration 24Q: 3 clusters Score -764956.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -764966.250000 Penalty: 2902.238525
	Iteration 25Q: 3 clusters Score -764966.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -764975.312500 Penalty: 2902.238525
	Iteration 26Q: 3 clusters Score -764975.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -764980.125000 Penalty: 2902.238525
	Iteration 27Q: 3 clusters Score -764980.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -764981.812500 Penalty: 2902.238525
	Iteration 28Q: 3 clusters Score -764981.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -764985.937500 Penalty: 2902.238525
	Iteration 29Q: 3 clusters Score -764985.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -764988.875000 Penalty: 2902.238525
	Iteration 30Q: 3 clusters Score -764988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -764988.375000 Penalty: 2902.238525
	Iteration 31Q: 3 clusters Score -764988.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -764989.937500 Penalty: 2902.238525
	Iteration 32Q: 3 clusters Score -764989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -764991.687500 Penalty: 2902.238525
	Iteration 33Q: 3 clusters Score -764991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -764991.500000 Penalty: 2902.238525
	Iteration 34Q: 3 clusters Score -764991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -764991.687500 Penalty: 2902.238525
	Iteration 35Q: 3 clusters Score -764991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -764992.937500 Penalty: 2902.238525
	Iteration 36Q: 3 clusters Score -764992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -764995.437500 Penalty: 2902.238525
	Iteration 37Q: 3 clusters Score -764995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -764994.812500 Penalty: 2902.238525
	Iteration 38Q: 3 clusters Score -764994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -764995.750000 Penalty: 2902.238525
	Iteration 39Q: 3 clusters Score -764995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -764994.937500 Penalty: 2902.238525
	Iteration 40F: 3 clusters Score -764994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -764995.812500 Penalty: 2902.238525
	Iteration 41Q: 3 clusters Score -764995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -764996.000000 Penalty: 2902.238525
	Iteration 42Q: 3 clusters Score -764996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -764996.000000 Penalty: 2902.238525
	Iteration 43F: 3 clusters Score -764996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Entering Unmasked Estep 
Score: -2044510.750000 Penalty: 1599.088989
	Iteration 0F: 2 clusters Score -2044511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2031588.000000 Penalty: 3198.177979
	Iteration 0F: 3 clusters Score -2031588 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2036234.250000 Penalty: 3198.177979
	Iteration 1F: 3 clusters Score -2036234 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2036608.125000 Penalty: 3198.177979
	Iteration 2F: 3 clusters Score -2036608 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2036945.875000 Penalty: 3198.177979
	Iteration 3Q: 3 clusters Score -2036946 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2037298.250000 Penalty: 3198.177979
	Iteration 4Q: 3 clusters Score -2037298 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2037711.500000 Penalty: 3198.177979
	Iteration 5Q: 3 clusters Score -2037712 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2038236.875000 Penalty: 3198.177979
	Iteration 6Q: 3 clusters Score -2038237 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2038827.125000 Penalty: 3198.177979
	Iteration 7F: 3 clusters Score -2038827 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2039520.625000 Penalty: 3198.177979
	Iteration 8F: 3 clusters Score -2039521 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2040236.750000 Penalty: 3198.177979
	Iteration 9F: 3 clusters Score -2040237 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2041082.250000 Penalty: 3198.177979
	Iteration 10F: 3 clusters Score -2041082 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2041822.125000 Penalty: 3198.177979
	Iteration 11Q: 3 clusters Score -2041822 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2042310.375000 Penalty: 3198.177979
	Iteration 12Q: 3 clusters Score -2042310 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2042582.625000 Penalty: 3198.177979
	Iteration 13Q: 3 clusters Score -2042583 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2042722.125000 Penalty: 3198.177979
	Iteration 14Q: 3 clusters Score -2042722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2042808.125000 Penalty: 3198.177979
	Iteration 15Q: 3 clusters Score -2042808 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2042862.375000 Penalty: 3198.177979
	Iteration 16Q: 3 clusters Score -2042862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2042897.375000 Penalty: 3198.177979
	Iteration 17Q: 3 clusters Score -2042897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2042930.250000 Penalty: 3198.177979
	Iteration 18Q: 3 clusters Score -2042930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2042952.875000 Penalty: 3198.177979
	Iteration 19Q: 3 clusters Score -2042953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2042965.625000 Penalty: 3198.177979
	Iteration 20F: 3 clusters Score -2042966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2042984.250000 Penalty: 3198.177979
	Iteration 21Q: 3 clusters Score -2042984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2042986.625000 Penalty: 3198.177979
	Iteration 22Q: 3 clusters Score -2042987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2042992.250000 Penalty: 3198.177979
	Iteration 23Q: 3 clusters Score -2042992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2043007.750000 Penalty: 3198.177979
	Iteration 24Q: 3 clusters Score -2043008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2043010.750000 Penalty: 3198.177979
	Iteration 25Q: 3 clusters Score -2043011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2043026.375000 Penalty: 3198.177979
	Iteration 26Q: 3 clusters Score -2043026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2043028.750000 Penalty: 3198.177979
	Iteration 27Q: 3 clusters Score -2043029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2043041.750000 Penalty: 3198.177979
	Iteration 28Q: 3 clusters Score -2043042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2043054.000000 Penalty: 3198.177979
	Iteration 29Q: 3 clusters Score -2043054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2043051.250000 Penalty: 3198.177979
	Iteration 30Q: 3 clusters Score -2043051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2043060.375000 Penalty: 3198.177979
	Iteration 31Q: 3 clusters Score -2043060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2043070.750000 Penalty: 3198.177979
	Iteration 32Q: 3 clusters Score -2043071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2043085.000000 Penalty: 3198.177979
	Iteration 33Q: 3 clusters Score -2043085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2043093.125000 Penalty: 3198.177979
	Iteration 34Q: 3 clusters Score -2043093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2043102.000000 Penalty: 3198.177979
	Iteration 35Q: 3 clusters Score -2043102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2043105.500000 Penalty: 3198.177979
	Iteration 36Q: 3 clusters Score -2043106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2043107.500000 Penalty: 3198.177979
	Iteration 37Q: 3 clusters Score -2043108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2043117.375000 Penalty: 3198.177979
	Iteration 38Q: 3 clusters Score -2043117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2043119.625000 Penalty: 3198.177979
	Iteration 39Q: 3 clusters Score -2043120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2043119.875000 Penalty: 3198.177979
	Iteration 40F: 3 clusters Score -2043120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2043122.625000 Penalty: 3198.177979
	Iteration 41Q: 3 clusters Score -2043123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2043124.750000 Penalty: 3198.177979
	Iteration 42Q: 3 clusters Score -2043125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2043125.500000 Penalty: 3198.177979
	Iteration 43Q: 3 clusters Score -2043126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2043127.000000 Penalty: 3198.177979
	Iteration 44Q: 3 clusters Score -2043127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2043127.125000 Penalty: 3198.177979
	Iteration 45Q: 3 clusters Score -2043127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2043124.625000 Penalty: 3198.177979
	Iteration 46Q: 3 clusters Score -2043125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2043126.375000 Penalty: 3198.177979
	Iteration 47Q: 3 clusters Score -2043126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2043127.875000 Penalty: 3198.177979
	Iteration 48Q: 3 clusters Score -2043128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2043127.875000 Penalty: 3198.177979
	Iteration 49F: 3 clusters Score -2043128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -293841.031250 Penalty: 1303.133667
	Iteration 0F: 2 clusters Score -293841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -291095.093750 Penalty: 2606.267334
	Iteration 0F: 3 clusters Score -291095.1 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -291956.843750 Penalty: 2606.267334
	Iteration 1F: 3 clusters Score -291956.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -292356.500000 Penalty: 2606.267334
	Iteration 2F: 3 clusters Score -292356.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -292639.406250 Penalty: 2606.267334
	Iteration 3F: 3 clusters Score -292639.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -292850.812500 Penalty: 2606.267334
	Iteration 4F: 3 clusters Score -292850.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -292984.593750 Penalty: 2606.267334
	Iteration 5Q: 3 clusters Score -292984.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -293086.468750 Penalty: 2606.267334
	Iteration 6Q: 3 clusters Score -293086.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -293154.875000 Penalty: 2606.267334
	Iteration 7Q: 3 clusters Score -293154.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -293209.937500 Penalty: 2606.267334
	Iteration 8Q: 3 clusters Score -293209.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -293238.125000 Penalty: 2606.267334
	Iteration 9Q: 3 clusters Score -293238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -293261.843750 Penalty: 2606.267334
	Iteration 10Q: 3 clusters Score -293261.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -293279.156250 Penalty: 2606.267334
	Iteration 11Q: 3 clusters Score -293279.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -293291.593750 Penalty: 2606.267334
	Iteration 12Q: 3 clusters Score -293291.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -293299.468750 Penalty: 2606.267334
	Iteration 13Q: 3 clusters Score -293299.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -293305.093750 Penalty: 2606.267334
	Iteration 14Q: 3 clusters Score -293305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -293309.718750 Penalty: 2606.267334
	Iteration 15Q: 3 clusters Score -293309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -293314.968750 Penalty: 2606.267334
	Iteration 16Q: 3 clusters Score -293315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -293320.718750 Penalty: 2606.267334
	Iteration 17Q: 3 clusters Score -293320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -293326.375000 Penalty: 2606.267334
	Iteration 18Q: 3 clusters Score -293326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -293329.968750 Penalty: 2606.267334
	Iteration 19Q: 3 clusters Score -293330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -293331.250000 Penalty: 2606.267334
	Iteration 20F: 3 clusters Score -293331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -293332.593750 Penalty: 2606.267334
	Iteration 21Q: 3 clusters Score -293332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -293332.625000 Penalty: 2606.267334
	Iteration 22Q: 3 clusters Score -293332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -293332.625000 Penalty: 2606.267334
	Iteration 23F: 3 clusters Score -293332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Entering Unmasked Estep 
Score: -3478036.000000 Penalty: 1690.766602
	Iteration 0F: 2 clusters Score -3478036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3455916.000000 Penalty: 3381.533203
	Iteration 0F: 3 clusters Score -3455916 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3464484.750000 Penalty: 3381.533203
	Iteration 1F: 3 clusters Score -3464485 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3465156.000000 Penalty: 3381.533203
	Iteration 2F: 3 clusters Score -3465156 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3465931.750000 Penalty: 3381.533203
	Iteration 3F: 3 clusters Score -3465932 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3466925.500000 Penalty: 3381.533203
	Iteration 4F: 3 clusters Score -3466926 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3468182.500000 Penalty: 3381.533203
	Iteration 5F: 3 clusters Score -3468182 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3469709.250000 Penalty: 3381.533203
	Iteration 6F: 3 clusters Score -3469709 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3471280.000000 Penalty: 3381.533203
	Iteration 7F: 3 clusters Score -3471280 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3472703.500000 Penalty: 3381.533203
	Iteration 8F: 3 clusters Score -3472704 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3473811.750000 Penalty: 3381.533203
	Iteration 9F: 3 clusters Score -3473812 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3474568.500000 Penalty: 3381.533203
	Iteration 10Q: 3 clusters Score -3474568 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3475050.000000 Penalty: 3381.533203
	Iteration 11Q: 3 clusters Score -3475050 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3475396.750000 Penalty: 3381.533203
	Iteration 12Q: 3 clusters Score -3475397 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3475653.750000 Penalty: 3381.533203
	Iteration 13Q: 3 clusters Score -3475654 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3475802.500000 Penalty: 3381.533203
	Iteration 14Q: 3 clusters Score -3475802 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3475905.500000 Penalty: 3381.533203
	Iteration 15Q: 3 clusters Score -3475906 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3475975.500000 Penalty: 3381.533203
	Iteration 16Q: 3 clusters Score -3475976 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3476020.750000 Penalty: 3381.533203
	Iteration 17Q: 3 clusters Score -3476021 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3476037.000000 Penalty: 3381.533203
	Iteration 18Q: 3 clusters Score -3476037 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3476057.750000 Penalty: 3381.533203
	Iteration 19Q: 3 clusters Score -3476058 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3476067.250000 Penalty: 3381.533203
	Iteration 20F: 3 clusters Score -3476067 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3476090.000000 Penalty: 3381.533203
	Iteration 21Q: 3 clusters Score -3476090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3476103.750000 Penalty: 3381.533203
	Iteration 22Q: 3 clusters Score -3476104 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3476130.250000 Penalty: 3381.533203
	Iteration 23Q: 3 clusters Score -3476130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3476134.000000 Penalty: 3381.533203
	Iteration 24Q: 3 clusters Score -3476134 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3476155.750000 Penalty: 3381.533203
	Iteration 25Q: 3 clusters Score -3476156 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3476190.250000 Penalty: 3381.533203
	Iteration 26Q: 3 clusters Score -3476190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3476209.250000 Penalty: 3381.533203
	Iteration 27Q: 3 clusters Score -3476209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3476219.000000 Penalty: 3381.533203
	Iteration 28Q: 3 clusters Score -3476219 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3476242.250000 Penalty: 3381.533203
	Iteration 29Q: 3 clusters Score -3476242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3476254.750000 Penalty: 3381.533203
	Iteration 30Q: 3 clusters Score -3476255 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3476285.500000 Penalty: 3381.533203
	Iteration 31Q: 3 clusters Score -3476286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3476306.750000 Penalty: 3381.533203
	Iteration 32Q: 3 clusters Score -3476307 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3476325.500000 Penalty: 3381.533203
	Iteration 33Q: 3 clusters Score -3476326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3476347.750000 Penalty: 3381.533203
	Iteration 34Q: 3 clusters Score -3476348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3476372.500000 Penalty: 3381.533203
	Iteration 35Q: 3 clusters Score -3476372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3476392.750000 Penalty: 3381.533203
	Iteration 36Q: 3 clusters Score -3476393 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3476401.750000 Penalty: 3381.533203
	Iteration 37Q: 3 clusters Score -3476402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3476423.500000 Penalty: 3381.533203
	Iteration 38Q: 3 clusters Score -3476424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3476433.750000 Penalty: 3381.533203
	Iteration 39Q: 3 clusters Score -3476434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3476457.000000 Penalty: 3381.533203
	Iteration 40F: 3 clusters Score -3476457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3476474.500000 Penalty: 3381.533203
	Iteration 41Q: 3 clusters Score -3476474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3476479.750000 Penalty: 3381.533203
	Iteration 42Q: 3 clusters Score -3476480 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3476496.500000 Penalty: 3381.533203
	Iteration 43Q: 3 clusters Score -3476496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3476517.250000 Penalty: 3381.533203
	Iteration 44Q: 3 clusters Score -3476517 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3476537.000000 Penalty: 3381.533203
	Iteration 45Q: 3 clusters Score -3476537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3476549.250000 Penalty: 3381.533203
	Iteration 46Q: 3 clusters Score -3476549 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3476567.500000 Penalty: 3381.533203
	Iteration 47Q: 3 clusters Score -3476568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3476579.750000 Penalty: 3381.533203
	Iteration 48Q: 3 clusters Score -3476580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3476578.500000 Penalty: 3381.533203
	Iteration 49Q: 3 clusters Score -3476578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3476575.500000 Penalty: 3381.533203
	Iteration 50Q: 3 clusters Score -3476576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3476594 nChanged 65
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Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 21376 members 
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	Iteration 52Q: 3 clusters Score -3476601 nChanged 65
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Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 21441 members 
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Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 21524 members 
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	Iteration 54Q: 3 clusters Score -3476617 nChanged 94
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Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 21616 members 
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	Iteration 55Q: 3 clusters Score -3476621 nChanged 104
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Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 21720 members 
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	Iteration 56Q: 3 clusters Score -3476640 nChanged 100
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Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 21820 members 
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	Iteration 57Q: 3 clusters Score -3476638 nChanged 103
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 21921 members 
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	Iteration 58Q: 3 clusters Score -3476660 nChanged 86
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Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 22007 members 
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	Iteration 59Q: 3 clusters Score -3476665 nChanged 81
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Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 22086 members 
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	Iteration 60F: 3 clusters Score -3476675 nChanged 91
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Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 22177 members 
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	Iteration 61Q: 3 clusters Score -3476675 nChanged 83
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Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 22258 members 
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	Iteration 62Q: 3 clusters Score -3476682 nChanged 81
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Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 22337 members 
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	Iteration 63Q: 3 clusters Score -3476699 nChanged 83
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Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 22418 members 
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	Iteration 64Q: 3 clusters Score -3476699 nChanged 84
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Mstep: Class 1 contains 10513 members 
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	Iteration 65Q: 3 clusters Score -3476717 nChanged 104
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Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 22606 members 
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Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 22694 members 
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	Iteration 67Q: 3 clusters Score -3476742 nChanged 94
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Mstep: Class 1 contains 10227 members 
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	Iteration 68Q: 3 clusters Score -3476759 nChanged 91
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Mstep: Class 1 contains 10138 members 
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	Iteration 69Q: 3 clusters Score -3476756 nChanged 109
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Mstep: Class 1 contains 10029 members 
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Mstep: Class 1 contains 9930 members 
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	Iteration 71Q: 3 clusters Score -3476781 nChanged 95
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Mstep: Class 1 contains 9837 members 
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Mstep: Class 1 contains 9748 members 
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Mstep: Class 1 contains 9664 members 
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	Iteration 74Q: 3 clusters Score -3476828 nChanged 76
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Mstep: Class 1 contains 9590 members 
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Mstep: Class 1 contains 9510 members 
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	Iteration 76Q: 3 clusters Score -3476843 nChanged 71
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Mstep: Class 1 contains 9439 members 
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Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 23647 members 
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	Iteration 78Q: 3 clusters Score -3476842 nChanged 71
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Mstep: Class 1 contains 9297 members 
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	Iteration 79Q: 3 clusters Score -3476856 nChanged 60
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Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 23776 members 
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	Iteration 80F: 3 clusters Score -3476857 nChanged 54
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Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 23830 members 
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Mstep: Class 1 contains 9127 members 
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	Iteration 82Q: 3 clusters Score -3476873 nChanged 43
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Mstep: Class 1 contains 9084 members 
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	Iteration 83Q: 3 clusters Score -3476872 nChanged 42
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Mstep: Class 1 contains 9042 members 
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Mstep: Class 1 contains 9001 members 
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	Iteration 85Q: 3 clusters Score -3476894 nChanged 36
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Mstep: Class 1 contains 8967 members 
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	Iteration 86Q: 3 clusters Score -3476892 nChanged 35
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	Iteration 87Q: 3 clusters Score -3476890 nChanged 33
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Mstep: Class 1 contains 8869 members 
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Mstep: Class 1 contains 8835 members 
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 24210 members 
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Mstep: Class 1 contains 8775 members 
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Mstep: Class 1 contains 8737 members 
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Mstep: Class 1 contains 8703 members 
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	Iteration 94Q: 3 clusters Score -3476902 nChanged 38
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Mstep: Class 1 contains 8665 members 
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	Iteration 95Q: 3 clusters Score -3476912 nChanged 41
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Mstep: Class 1 contains 8582 members 
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	Iteration 98Q: 3 clusters Score -3476922 nChanged 23
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Mstep: Class 1 contains 8510 members 
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	Iteration 100F: 3 clusters Score -3476928 nChanged 21
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Mstep: Class 1 contains 8489 members 
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	Iteration 101Q: 3 clusters Score -3476920 nChanged 20
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	Iteration 103Q: 3 clusters Score -3476923 nChanged 20
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	Iteration 106Q: 3 clusters Score -3476922 nChanged 22
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Mstep: Class 1 contains 8349 members 
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Mstep: Class 1 contains 8313 members 
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Mstep: Class 1 contains 8263 members 
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Mstep: Class 1 contains 8245 members 
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	Iteration 114Q: 3 clusters Score -3476935 nChanged 18
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	Iteration 115Q: 3 clusters Score -3476938 nChanged 21
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	Iteration 116Q: 3 clusters Score -3476931 nChanged 14
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	Iteration 117Q: 3 clusters Score -3476930 nChanged 13
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	Iteration 118Q: 3 clusters Score -3476932 nChanged 14
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	Iteration 119Q: 3 clusters Score -3476935 nChanged 10
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Mstep: Class 1 contains 8155 members 
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	Iteration 120F: 3 clusters Score -3476932 nChanged 5
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Mstep: Class 1 contains 8150 members 
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	Iteration 121Q: 3 clusters Score -3476933 nChanged 4
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	Iteration 122Q: 3 clusters Score -3476930 nChanged 8
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Mstep: Class 1 contains 8138 members 
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	Iteration 123Q: 3 clusters Score -3476931 nChanged 7
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Mstep: Class 1 contains 8131 members 
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Score: -3476922.750000 Penalty: 3381.533203
	Iteration 124Q: 3 clusters Score -3476923 nChanged 9
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Mstep: Class 1 contains 8122 members 
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Score: -3476927.000000 Penalty: 3381.533203
	Iteration 125Q: 3 clusters Score -3476927 nChanged 10
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	Iteration 126Q: 3 clusters Score -3476934 nChanged 11
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	Iteration 127Q: 3 clusters Score -3476934 nChanged 14
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	Iteration 128Q: 3 clusters Score -3476934 nChanged 17
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	Iteration 129Q: 3 clusters Score -3476942 nChanged 14
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	Iteration 130Q: 3 clusters Score -3476944 nChanged 15
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	Iteration 131Q: 3 clusters Score -3476940 nChanged 19
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	Iteration 132Q: 3 clusters Score -3476944 nChanged 15
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	Iteration 133Q: 3 clusters Score -3476948 nChanged 13
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	Iteration 134Q: 3 clusters Score -3476946 nChanged 15
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	Iteration 135Q: 3 clusters Score -3476952 nChanged 17
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	Iteration 136Q: 3 clusters Score -3476944 nChanged 21
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	Iteration 137Q: 3 clusters Score -3476951 nChanged 20
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	Iteration 138Q: 3 clusters Score -3476952 nChanged 15
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	Iteration 139Q: 3 clusters Score -3476954 nChanged 18
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	Iteration 140F: 3 clusters Score -3476946 nChanged 19
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3476950 nChanged 21
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	Iteration 142Q: 3 clusters Score -3476952 nChanged 16
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Mstep: Class 1 contains 7844 members 
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	Iteration 143Q: 3 clusters Score -3476948 nChanged 20
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	Iteration 144Q: 3 clusters Score -3476952 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3476954.250000 Penalty: 3381.533203
	Iteration 145Q: 3 clusters Score -3476954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3476957.000000 Penalty: 3381.533203
	Iteration 146Q: 3 clusters Score -3476957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3476959.000000 Penalty: 3381.533203
	Iteration 147Q: 3 clusters Score -3476959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3476961.250000 Penalty: 3381.533203
	Iteration 148Q: 3 clusters Score -3476961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3476955.500000 Penalty: 3381.533203
	Iteration 149Q: 3 clusters Score -3476956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3476953.750000 Penalty: 3381.533203
	Iteration 150Q: 3 clusters Score -3476954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3476958.500000 Penalty: 3381.533203
	Iteration 151Q: 3 clusters Score -3476958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3476959.000000 Penalty: 3381.533203
	Iteration 152Q: 3 clusters Score -3476959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3476957.500000 Penalty: 3381.533203
	Iteration 153Q: 3 clusters Score -3476958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3476957.500000 Penalty: 3381.533203
	Iteration 154F: 3 clusters Score -3476958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -451784.500000 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -451784.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -448355.218750 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -448355.2 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -449248.968750 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -449249 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -449435.468750 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -449435.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -449551.468750 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -449551.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -449624.343750 Penalty: 2707.921875
	Iteration 4Q: 3 clusters Score -449624.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -449671.812500 Penalty: 2707.921875
	Iteration 5Q: 3 clusters Score -449671.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -449710.187500 Penalty: 2707.921875
	Iteration 6Q: 3 clusters Score -449710.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -449746.968750 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -449747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -449767.500000 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -449767.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -449786.500000 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -449786.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -449804.375000 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -449804.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -449819.031250 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -449819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -449834.968750 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -449835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -449854.437500 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -449854.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -449873.468750 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -449873.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -449895.343750 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -449895.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -449922.812500 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -449922.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -449948.375000 Penalty: 2707.921875
	Iteration 17Q: 3 clusters Score -449948.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -449968.218750 Penalty: 2707.921875
	Iteration 18Q: 3 clusters Score -449968.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -449992.531250 Penalty: 2707.921875
	Iteration 19Q: 3 clusters Score -449992.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -450018.437500 Penalty: 2707.921875
	Iteration 20F: 3 clusters Score -450018.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -450044.843750 Penalty: 2707.921875
	Iteration 21Q: 3 clusters Score -450044.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -450073.125000 Penalty: 2707.921875
	Iteration 22Q: 3 clusters Score -450073.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -450102.218750 Penalty: 2707.921875
	Iteration 23Q: 3 clusters Score -450102.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -450129.031250 Penalty: 2707.921875
	Iteration 24Q: 3 clusters Score -450129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -450151.718750 Penalty: 2707.921875
	Iteration 25Q: 3 clusters Score -450151.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -450179.062500 Penalty: 2707.921875
	Iteration 26Q: 3 clusters Score -450179.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -450205.312500 Penalty: 2707.921875
	Iteration 27Q: 3 clusters Score -450205.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -450229.750000 Penalty: 2707.921875
	Iteration 28Q: 3 clusters Score -450229.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -450251.562500 Penalty: 2707.921875
	Iteration 29Q: 3 clusters Score -450251.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -450270.000000 Penalty: 2707.921875
	Iteration 30Q: 3 clusters Score -450270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -450288.625000 Penalty: 2707.921875
	Iteration 31Q: 3 clusters Score -450288.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -450300.593750 Penalty: 2707.921875
	Iteration 32Q: 3 clusters Score -450300.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -450307.968750 Penalty: 2707.921875
	Iteration 33Q: 3 clusters Score -450308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -450318.093750 Penalty: 2707.921875
	Iteration 34Q: 3 clusters Score -450318.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -450328.781250 Penalty: 2707.921875
	Iteration 35Q: 3 clusters Score -450328.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -450338.281250 Penalty: 2707.921875
	Iteration 36Q: 3 clusters Score -450338.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -450345.718750 Penalty: 2707.921875
	Iteration 37Q: 3 clusters Score -450345.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -450352.843750 Penalty: 2707.921875
	Iteration 38Q: 3 clusters Score -450352.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -450361.875000 Penalty: 2707.921875
	Iteration 39Q: 3 clusters Score -450361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -450368.500000 Penalty: 2707.921875
	Iteration 40F: 3 clusters Score -450368.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -450373.750000 Penalty: 2707.921875
	Iteration 41Q: 3 clusters Score -450373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -450379.968750 Penalty: 2707.921875
	Iteration 42Q: 3 clusters Score -450380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -450387.218750 Penalty: 2707.921875
	Iteration 43Q: 3 clusters Score -450387.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -450393.062500 Penalty: 2707.921875
	Iteration 44Q: 3 clusters Score -450393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -450395.968750 Penalty: 2707.921875
	Iteration 45Q: 3 clusters Score -450396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -450397.500000 Penalty: 2707.921875
	Iteration 46Q: 3 clusters Score -450397.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -450400.406250 Penalty: 2707.921875
	Iteration 47Q: 3 clusters Score -450400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -450401.625000 Penalty: 2707.921875
	Iteration 48Q: 3 clusters Score -450401.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -450405.281250 Penalty: 2707.921875
	Iteration 49Q: 3 clusters Score -450405.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -450407.437500 Penalty: 2707.921875
	Iteration 50Q: 3 clusters Score -450407.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -450412.562500 Penalty: 2707.921875
	Iteration 51Q: 3 clusters Score -450412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -450416.093750 Penalty: 2707.921875
	Iteration 52Q: 3 clusters Score -450416.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -450420.625000 Penalty: 2707.921875
	Iteration 53Q: 3 clusters Score -450420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -450424.687500 Penalty: 2707.921875
	Iteration 54Q: 3 clusters Score -450424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -450424.718750 Penalty: 2707.921875
	Iteration 55Q: 3 clusters Score -450424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -450425.531250 Penalty: 2707.921875
	Iteration 56Q: 3 clusters Score -450425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -450425.781250 Penalty: 2707.921875
	Iteration 57Q: 3 clusters Score -450425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -450426.812500 Penalty: 2707.921875
	Iteration 58Q: 3 clusters Score -450426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -450426.812500 Penalty: 2707.921875
	Iteration 59F: 3 clusters Score -450426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Entering Unmasked Estep 
Score: -1102891.125000 Penalty: 1511.813354
	Iteration 0F: 2 clusters Score -1102891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1095171.375000 Penalty: 3023.626709
	Iteration 0F: 3 clusters Score -1095171 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1097757.875000 Penalty: 3023.626709
	Iteration 1F: 3 clusters Score -1097758 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1098079.000000 Penalty: 3023.626709
	Iteration 2F: 3 clusters Score -1098079 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1098345.625000 Penalty: 3023.626709
	Iteration 3F: 3 clusters Score -1098346 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1098587.000000 Penalty: 3023.626709
	Iteration 4Q: 3 clusters Score -1098587 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1098799.875000 Penalty: 3023.626709
	Iteration 5Q: 3 clusters Score -1098800 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1098984.750000 Penalty: 3023.626709
	Iteration 6Q: 3 clusters Score -1098985 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1099155.625000 Penalty: 3023.626709
	Iteration 7Q: 3 clusters Score -1099156 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1099326.250000 Penalty: 3023.626709
	Iteration 8Q: 3 clusters Score -1099326 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1099510.125000 Penalty: 3023.626709
	Iteration 9Q: 3 clusters Score -1099510 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1099694.500000 Penalty: 3023.626709
	Iteration 10Q: 3 clusters Score -1099694 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1099882.000000 Penalty: 3023.626709
	Iteration 11Q: 3 clusters Score -1099882 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1100065.750000 Penalty: 3023.626709
	Iteration 12Q: 3 clusters Score -1100066 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1100204.125000 Penalty: 3023.626709
	Iteration 13Q: 3 clusters Score -1100204 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1100305.750000 Penalty: 3023.626709
	Iteration 14Q: 3 clusters Score -1100306 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1100397.250000 Penalty: 3023.626709
	Iteration 15Q: 3 clusters Score -1100397 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1100459.250000 Penalty: 3023.626709
	Iteration 16Q: 3 clusters Score -1100459 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1100517.375000 Penalty: 3023.626709
	Iteration 17Q: 3 clusters Score -1100517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1100573.500000 Penalty: 3023.626709
	Iteration 18Q: 3 clusters Score -1100574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1100615.625000 Penalty: 3023.626709
	Iteration 19Q: 3 clusters Score -1100616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1100664.000000 Penalty: 3023.626709
	Iteration 20F: 3 clusters Score -1100664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1100725.625000 Penalty: 3023.626709
	Iteration 21Q: 3 clusters Score -1100726 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1100769.375000 Penalty: 3023.626709
	Iteration 22Q: 3 clusters Score -1100769 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1100804.875000 Penalty: 3023.626709
	Iteration 23Q: 3 clusters Score -1100805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1100831.250000 Penalty: 3023.626709
	Iteration 24Q: 3 clusters Score -1100831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1100847.000000 Penalty: 3023.626709
	Iteration 25Q: 3 clusters Score -1100847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1100851.250000 Penalty: 3023.626709
	Iteration 26Q: 3 clusters Score -1100851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1100861.375000 Penalty: 3023.626709
	Iteration 27Q: 3 clusters Score -1100861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1100871.750000 Penalty: 3023.626709
	Iteration 28Q: 3 clusters Score -1100872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1100883.000000 Penalty: 3023.626709
	Iteration 29Q: 3 clusters Score -1100883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1100885.875000 Penalty: 3023.626709
	Iteration 30Q: 3 clusters Score -1100886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1100891.375000 Penalty: 3023.626709
	Iteration 31Q: 3 clusters Score -1100891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1100898.500000 Penalty: 3023.626709
	Iteration 32Q: 3 clusters Score -1100898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1100905.250000 Penalty: 3023.626709
	Iteration 33Q: 3 clusters Score -1100905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1100911.625000 Penalty: 3023.626709
	Iteration 34Q: 3 clusters Score -1100912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1100913.375000 Penalty: 3023.626709
	Iteration 35Q: 3 clusters Score -1100913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1100917.500000 Penalty: 3023.626709
	Iteration 36Q: 3 clusters Score -1100918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1100917.375000 Penalty: 3023.626709
	Iteration 37Q: 3 clusters Score -1100917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1100921.375000 Penalty: 3023.626709
	Iteration 38Q: 3 clusters Score -1100921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1100920.250000 Penalty: 3023.626709
	Iteration 39Q: 3 clusters Score -1100920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1100923.375000 Penalty: 3023.626709
	Iteration 40F: 3 clusters Score -1100923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1100923.250000 Penalty: 3023.626709
	Iteration 41Q: 3 clusters Score -1100923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1100925.500000 Penalty: 3023.626709
	Iteration 42Q: 3 clusters Score -1100926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1100928.250000 Penalty: 3023.626709
	Iteration 43Q: 3 clusters Score -1100928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1100930.750000 Penalty: 3023.626709
	Iteration 44Q: 3 clusters Score -1100931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1100931.750000 Penalty: 3023.626709
	Iteration 45Q: 3 clusters Score -1100932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1100934.375000 Penalty: 3023.626709
	Iteration 46Q: 3 clusters Score -1100934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1100935.250000 Penalty: 3023.626709
	Iteration 47Q: 3 clusters Score -1100935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1100939.625000 Penalty: 3023.626709
	Iteration 48Q: 3 clusters Score -1100940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1100945.875000 Penalty: 3023.626709
	Iteration 49Q: 3 clusters Score -1100946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1100946.750000 Penalty: 3023.626709
	Iteration 50Q: 3 clusters Score -1100947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1100951.375000 Penalty: 3023.626709
	Iteration 51Q: 3 clusters Score -1100951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1100953.500000 Penalty: 3023.626709
	Iteration 52Q: 3 clusters Score -1100954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1100954.625000 Penalty: 3023.626709
	Iteration 53Q: 3 clusters Score -1100955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1100953.875000 Penalty: 3023.626709
	Iteration 54Q: 3 clusters Score -1100954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1100956.125000 Penalty: 3023.626709
	Iteration 55Q: 3 clusters Score -1100956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1100960.000000 Penalty: 3023.626709
	Iteration 56Q: 3 clusters Score -1100960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1100960.500000 Penalty: 3023.626709
	Iteration 57Q: 3 clusters Score -1100960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1100962.500000 Penalty: 3023.626709
	Iteration 58Q: 3 clusters Score -1100962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1100962.625000 Penalty: 3023.626709
	Iteration 59Q: 3 clusters Score -1100963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1100965.250000 Penalty: 3023.626709
	Iteration 60F: 3 clusters Score -1100965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1100966.875000 Penalty: 3023.626709
	Iteration 61Q: 3 clusters Score -1100967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1100979.000000 Penalty: 3023.626709
	Iteration 62Q: 3 clusters Score -1100979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1100977.500000 Penalty: 3023.626709
	Iteration 63Q: 3 clusters Score -1100978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1100981.000000 Penalty: 3023.626709
	Iteration 64Q: 3 clusters Score -1100981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1100982.750000 Penalty: 3023.626709
	Iteration 65Q: 3 clusters Score -1100983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1100983.250000 Penalty: 3023.626709
	Iteration 66Q: 3 clusters Score -1100983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1100985.125000 Penalty: 3023.626709
	Iteration 67Q: 3 clusters Score -1100985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1100982.875000 Penalty: 3023.626709
	Iteration 68Q: 3 clusters Score -1100983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1100981.250000 Penalty: 3023.626709
	Iteration 69Q: 3 clusters Score -1100981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1100981.500000 Penalty: 3023.626709
	Iteration 70Q: 3 clusters Score -1100982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1100983.500000 Penalty: 3023.626709
	Iteration 71Q: 3 clusters Score -1100984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1100984.500000 Penalty: 3023.626709
	Iteration 72Q: 3 clusters Score -1100984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1100984.500000 Penalty: 3023.626709
	Iteration 73F: 3 clusters Score -1100984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Entering Unmasked Estep 
Score: -1010734.437500 Penalty: 1501.262573
	Iteration 0F: 2 clusters Score -1010734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1003401.750000 Penalty: 3002.525146
	Iteration 0F: 3 clusters Score -1003402 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1005885.187500 Penalty: 3002.525146
	Iteration 1F: 3 clusters Score -1005885 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1006348.250000 Penalty: 3002.525146
	Iteration 2F: 3 clusters Score -1006348 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1006892.062500 Penalty: 3002.525146
	Iteration 3F: 3 clusters Score -1006892 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1007541.125000 Penalty: 3002.525146
	Iteration 4F: 3 clusters Score -1007541 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1008169.125000 Penalty: 3002.525146
	Iteration 5F: 3 clusters Score -1008169 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1008700.875000 Penalty: 3002.525146
	Iteration 6F: 3 clusters Score -1008701 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1009096.437500 Penalty: 3002.525146
	Iteration 7F: 3 clusters Score -1009096 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1009368.000000 Penalty: 3002.525146
	Iteration 8Q: 3 clusters Score -1009368 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1009527.250000 Penalty: 3002.525146
	Iteration 9Q: 3 clusters Score -1009527 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1009614.812500 Penalty: 3002.525146
	Iteration 10Q: 3 clusters Score -1009615 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1009667.062500 Penalty: 3002.525146
	Iteration 11Q: 3 clusters Score -1009667 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1009708.937500 Penalty: 3002.525146
	Iteration 12Q: 3 clusters Score -1009709 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1009735.187500 Penalty: 3002.525146
	Iteration 13Q: 3 clusters Score -1009735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1009750.437500 Penalty: 3002.525146
	Iteration 14Q: 3 clusters Score -1009750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1009767.562500 Penalty: 3002.525146
	Iteration 15Q: 3 clusters Score -1009768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1009784.125000 Penalty: 3002.525146
	Iteration 16Q: 3 clusters Score -1009784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1009798.750000 Penalty: 3002.525146
	Iteration 17Q: 3 clusters Score -1009799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1009815.250000 Penalty: 3002.525146
	Iteration 18Q: 3 clusters Score -1009815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1009834.125000 Penalty: 3002.525146
	Iteration 19Q: 3 clusters Score -1009834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1009858.437500 Penalty: 3002.525146
	Iteration 20F: 3 clusters Score -1009858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1009883.125000 Penalty: 3002.525146
	Iteration 21Q: 3 clusters Score -1009883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1009904.812500 Penalty: 3002.525146
	Iteration 22Q: 3 clusters Score -1009905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1009920.187500 Penalty: 3002.525146
	Iteration 23Q: 3 clusters Score -1009920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1009935.125000 Penalty: 3002.525146
	Iteration 24Q: 3 clusters Score -1009935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1009944.562500 Penalty: 3002.525146
	Iteration 25Q: 3 clusters Score -1009945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1009955.250000 Penalty: 3002.525146
	Iteration 26Q: 3 clusters Score -1009955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1009966.062500 Penalty: 3002.525146
	Iteration 27Q: 3 clusters Score -1009966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1009970.437500 Penalty: 3002.525146
	Iteration 28Q: 3 clusters Score -1009970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1009978.562500 Penalty: 3002.525146
	Iteration 29Q: 3 clusters Score -1009979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1009987.687500 Penalty: 3002.525146
	Iteration 30Q: 3 clusters Score -1009988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1009995.500000 Penalty: 3002.525146
	Iteration 31Q: 3 clusters Score -1009996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1010008.125000 Penalty: 3002.525146
	Iteration 32Q: 3 clusters Score -1010008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1010021.250000 Penalty: 3002.525146
	Iteration 33Q: 3 clusters Score -1010021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1010045.187500 Penalty: 3002.525146
	Iteration 34Q: 3 clusters Score -1010045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1010081.562500 Penalty: 3002.525146
	Iteration 35Q: 3 clusters Score -1010082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1010120.500000 Penalty: 3002.525146
	Iteration 36Q: 3 clusters Score -1010120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1010142.500000 Penalty: 3002.525146
	Iteration 37Q: 3 clusters Score -1010142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1010154.187500 Penalty: 3002.525146
	Iteration 38Q: 3 clusters Score -1010154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1010157.625000 Penalty: 3002.525146
	Iteration 39Q: 3 clusters Score -1010158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1010162.375000 Penalty: 3002.525146
	Iteration 40F: 3 clusters Score -1010162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1010165.687500 Penalty: 3002.525146
	Iteration 41Q: 3 clusters Score -1010166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1010164.937500 Penalty: 3002.525146
	Iteration 42Q: 3 clusters Score -1010165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1010167.062500 Penalty: 3002.525146
	Iteration 43Q: 3 clusters Score -1010167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1010166.062500 Penalty: 3002.525146
	Iteration 44Q: 3 clusters Score -1010166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1010164.250000 Penalty: 3002.525146
	Iteration 45Q: 3 clusters Score -1010164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1010169.500000 Penalty: 3002.525146
	Iteration 46Q: 3 clusters Score -1010170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1010169.250000 Penalty: 3002.525146
	Iteration 47Q: 3 clusters Score -1010169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1010168.312500 Penalty: 3002.525146
	Iteration 48Q: 3 clusters Score -1010168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1010168.125000 Penalty: 3002.525146
	Iteration 49Q: 3 clusters Score -1010168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1010167.687500 Penalty: 3002.525146
	Iteration 50Q: 3 clusters Score -1010168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1010169.500000 Penalty: 3002.525146
	Iteration 51Q: 3 clusters Score -1010170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1010170.875000 Penalty: 3002.525146
	Iteration 52Q: 3 clusters Score -1010171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1010172.812500 Penalty: 3002.525146
	Iteration 53Q: 3 clusters Score -1010173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1010172.812500 Penalty: 3002.525146
	Iteration 54F: 3 clusters Score -1010173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -55501.804688 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -55501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54347.988281 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -54347.99 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54560.792969 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -54560.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -54646.699219 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -54646.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54710.683594 Penalty: 2105.016113
	Iteration 3Q: 3 clusters Score -54710.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54747.394531 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -54747.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54779.480469 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -54779.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54814.902344 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -54814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54837.730469 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -54837.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54862.519531 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -54862.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54872.148438 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -54872.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54877.359375 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -54877.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54881.449219 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -54881.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54889.160156 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -54889.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54898.593750 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -54898.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54911.062500 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -54911.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54914.246094 Penalty: 2105.016113
	Iteration 15Q: 3 clusters Score -54914.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54915.792969 Penalty: 2105.016113
	Iteration 16F: 3 clusters Score -54915.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54920.964844 Penalty: 2105.016113
	Iteration 17Q: 3 clusters Score -54920.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54922.105469 Penalty: 2105.016113
	Iteration 18Q: 3 clusters Score -54922.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54922.105469 Penalty: 2105.016113
	Iteration 19F: 3 clusters Score -54922.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -689879.875000 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -689879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -684900.375000 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -684900.4 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -686528.187500 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -686528.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -686992.812500 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -686992.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -687426.125000 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -687426.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -687808.250000 Penalty: 2863.011230
	Iteration 4F: 3 clusters Score -687808.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -688155.125000 Penalty: 2863.011230
	Iteration 5F: 3 clusters Score -688155.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -688376.312500 Penalty: 2863.011230
	Iteration 6Q: 3 clusters Score -688376.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -688511.687500 Penalty: 2863.011230
	Iteration 7Q: 3 clusters Score -688511.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -688619.125000 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -688619.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -688677.187500 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -688677.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -688713.687500 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -688713.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -688743.812500 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -688743.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -688768.187500 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -688768.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -688782.437500 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -688782.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -688789.625000 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -688789.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -688806.562500 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -688806.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -688824.375000 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -688824.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -688847.062500 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -688847.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -688874.187500 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -688874.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -688923.312500 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -688923.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -689014.500000 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -689014.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -689151.312500 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -689151.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -689245.750000 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -689245.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -689312.312500 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -689312.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -689357.375000 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -689357.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -689386.125000 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -689386.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -689404.375000 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -689404.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -689417.812500 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -689417.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -689425.125000 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -689425.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -689433.312500 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -689433.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -689439.375000 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -689439.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -689442.250000 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -689442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -689444.937500 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -689444.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -689447.187500 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -689447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -689447.875000 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -689447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -689450.187500 Penalty: 2863.011230
	Iteration 35Q: 3 clusters Score -689450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -689452.562500 Penalty: 2863.011230
	Iteration 36Q: 3 clusters Score -689452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -689451.500000 Penalty: 2863.011230
	Iteration 37Q: 3 clusters Score -689451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -689452.937500 Penalty: 2863.011230
	Iteration 38Q: 3 clusters Score -689452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -689451.812500 Penalty: 2863.011230
	Iteration 39Q: 3 clusters Score -689451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -689451.250000 Penalty: 2863.011230
	Iteration 40F: 3 clusters Score -689451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -689451.937500 Penalty: 2863.011230
	Iteration 41Q: 3 clusters Score -689451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -689451.625000 Penalty: 2863.011230
	Iteration 42Q: 3 clusters Score -689451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -689451.625000 Penalty: 2863.011230
	Iteration 43F: 3 clusters Score -689451.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -211655.437500 Penalty: 1239.949951
	Iteration 0F: 2 clusters Score -211655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -209506.312500 Penalty: 2479.899902
	Iteration 0F: 3 clusters Score -209506.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -209959.390625 Penalty: 2479.899902
	Iteration 1F: 3 clusters Score -209959.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -210061.875000 Penalty: 2479.899902
	Iteration 2F: 3 clusters Score -210061.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -210138.328125 Penalty: 2479.899902
	Iteration 3F: 3 clusters Score -210138.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -210188.000000 Penalty: 2479.899902
	Iteration 4Q: 3 clusters Score -210188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -210224.125000 Penalty: 2479.899902
	Iteration 5Q: 3 clusters Score -210224.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -210253.000000 Penalty: 2479.899902
	Iteration 6Q: 3 clusters Score -210253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -210274.812500 Penalty: 2479.899902
	Iteration 7Q: 3 clusters Score -210274.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -210292.281250 Penalty: 2479.899902
	Iteration 8Q: 3 clusters Score -210292.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -210312.703125 Penalty: 2479.899902
	Iteration 9Q: 3 clusters Score -210312.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -210326.171875 Penalty: 2479.899902
	Iteration 10Q: 3 clusters Score -210326.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -210333.625000 Penalty: 2479.899902
	Iteration 11Q: 3 clusters Score -210333.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -210342.406250 Penalty: 2479.899902
	Iteration 12Q: 3 clusters Score -210342.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210346.984375 Penalty: 2479.899902
	Iteration 13Q: 3 clusters Score -210347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210348.703125 Penalty: 2479.899902
	Iteration 14Q: 3 clusters Score -210348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -210351.093750 Penalty: 2479.899902
	Iteration 15Q: 3 clusters Score -210351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210351.968750 Penalty: 2479.899902
	Iteration 16Q: 3 clusters Score -210352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -210352.078125 Penalty: 2479.899902
	Iteration 17Q: 3 clusters Score -210352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -210352.078125 Penalty: 2479.899902
	Iteration 18F: 3 clusters Score -210352.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Entering Unmasked Estep 
Score: -1548718.000000 Penalty: 1553.765015
	Iteration 0F: 2 clusters Score -1548718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1538898.875000 Penalty: 3107.530029
	Iteration 0F: 3 clusters Score -1538899 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1542270.250000 Penalty: 3107.530029
	Iteration 1F: 3 clusters Score -1542270 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1542616.250000 Penalty: 3107.530029
	Iteration 2F: 3 clusters Score -1542616 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1542927.125000 Penalty: 3107.530029
	Iteration 3F: 3 clusters Score -1542927 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1543254.750000 Penalty: 3107.530029
	Iteration 4Q: 3 clusters Score -1543255 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1543672.250000 Penalty: 3107.530029
	Iteration 5Q: 3 clusters Score -1543672 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1544201.625000 Penalty: 3107.530029
	Iteration 6F: 3 clusters Score -1544202 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1544839.625000 Penalty: 3107.530029
	Iteration 7F: 3 clusters Score -1544840 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1545500.750000 Penalty: 3107.530029
	Iteration 8F: 3 clusters Score -1545501 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1546079.125000 Penalty: 3107.530029
	Iteration 9F: 3 clusters Score -1546079 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1546452.750000 Penalty: 3107.530029
	Iteration 10Q: 3 clusters Score -1546453 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1546672.375000 Penalty: 3107.530029
	Iteration 11Q: 3 clusters Score -1546672 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1546829.625000 Penalty: 3107.530029
	Iteration 12Q: 3 clusters Score -1546830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1546998.125000 Penalty: 3107.530029
	Iteration 13Q: 3 clusters Score -1546998 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1547116.375000 Penalty: 3107.530029
	Iteration 14Q: 3 clusters Score -1547116 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1547200.250000 Penalty: 3107.530029
	Iteration 15Q: 3 clusters Score -1547200 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1547249.250000 Penalty: 3107.530029
	Iteration 16Q: 3 clusters Score -1547249 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1547289.500000 Penalty: 3107.530029
	Iteration 17Q: 3 clusters Score -1547290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1547313.625000 Penalty: 3107.530029
	Iteration 18Q: 3 clusters Score -1547314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1547335.000000 Penalty: 3107.530029
	Iteration 19Q: 3 clusters Score -1547335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1547350.875000 Penalty: 3107.530029
	Iteration 20F: 3 clusters Score -1547351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1547353.875000 Penalty: 3107.530029
	Iteration 21Q: 3 clusters Score -1547354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1547356.375000 Penalty: 3107.530029
	Iteration 22Q: 3 clusters Score -1547356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1547358.250000 Penalty: 3107.530029
	Iteration 23Q: 3 clusters Score -1547358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1547360.875000 Penalty: 3107.530029
	Iteration 24Q: 3 clusters Score -1547361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1547363.875000 Penalty: 3107.530029
	Iteration 25Q: 3 clusters Score -1547364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1547365.625000 Penalty: 3107.530029
	Iteration 26Q: 3 clusters Score -1547366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1547364.750000 Penalty: 3107.530029
	Iteration 27Q: 3 clusters Score -1547365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1547368.875000 Penalty: 3107.530029
	Iteration 28Q: 3 clusters Score -1547369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1547370.500000 Penalty: 3107.530029
	Iteration 29Q: 3 clusters Score -1547370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1547372.125000 Penalty: 3107.530029
	Iteration 30Q: 3 clusters Score -1547372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1547366.250000 Penalty: 3107.530029
	Iteration 31Q: 3 clusters Score -1547366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1547367.500000 Penalty: 3107.530029
	Iteration 32Q: 3 clusters Score -1547368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1547367.625000 Penalty: 3107.530029
	Iteration 33Q: 3 clusters Score -1547368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1547370.125000 Penalty: 3107.530029
	Iteration 34Q: 3 clusters Score -1547370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1547372.375000 Penalty: 3107.530029
	Iteration 35Q: 3 clusters Score -1547372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1547375.500000 Penalty: 3107.530029
	Iteration 36Q: 3 clusters Score -1547376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1547372.125000 Penalty: 3107.530029
	Iteration 37Q: 3 clusters Score -1547372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1547374.375000 Penalty: 3107.530029
	Iteration 38Q: 3 clusters Score -1547374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1547378.125000 Penalty: 3107.530029
	Iteration 39Q: 3 clusters Score -1547378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1547382.750000 Penalty: 3107.530029
	Iteration 40F: 3 clusters Score -1547383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1547381.625000 Penalty: 3107.530029
	Iteration 41Q: 3 clusters Score -1547382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1547382.625000 Penalty: 3107.530029
	Iteration 42Q: 3 clusters Score -1547383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1547382.500000 Penalty: 3107.530029
	Iteration 43Q: 3 clusters Score -1547382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1547381.000000 Penalty: 3107.530029
	Iteration 44Q: 3 clusters Score -1547381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1547383.000000 Penalty: 3107.530029
	Iteration 45Q: 3 clusters Score -1547383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1547382.000000 Penalty: 3107.530029
	Iteration 46Q: 3 clusters Score -1547382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1547382.000000 Penalty: 3107.530029
	Iteration 47F: 3 clusters Score -1547382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Entering Unmasked Estep 
Score: -2686869.750000 Penalty: 1651.393799
	Iteration 0F: 2 clusters Score -2686870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2669487.250000 Penalty: 3302.787598
	Iteration 0F: 3 clusters Score -2669487 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2675995.250000 Penalty: 3302.787598
	Iteration 1F: 3 clusters Score -2675995 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2676362.000000 Penalty: 3302.787598
	Iteration 2Q: 3 clusters Score -2676362 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2676670.000000 Penalty: 3302.787598
	Iteration 3Q: 3 clusters Score -2676670 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2676922.000000 Penalty: 3302.787598
	Iteration 4Q: 3 clusters Score -2676922 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2677179.500000 Penalty: 3302.787598
	Iteration 5Q: 3 clusters Score -2677180 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2677432.750000 Penalty: 3302.787598
	Iteration 6Q: 3 clusters Score -2677433 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2677774.000000 Penalty: 3302.787598
	Iteration 7Q: 3 clusters Score -2677774 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2678215.500000 Penalty: 3302.787598
	Iteration 8Q: 3 clusters Score -2678216 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2678857.500000 Penalty: 3302.787598
	Iteration 9Q: 3 clusters Score -2678858 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2679800.500000 Penalty: 3302.787598
	Iteration 10F: 3 clusters Score -2679800 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2681082.250000 Penalty: 3302.787598
	Iteration 11F: 3 clusters Score -2681082 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2682664.250000 Penalty: 3302.787598
	Iteration 12F: 3 clusters Score -2682664 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2684120.500000 Penalty: 3302.787598
	Iteration 13F: 3 clusters Score -2684120 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2684987.750000 Penalty: 3302.787598
	Iteration 14Q: 3 clusters Score -2684988 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2685339.000000 Penalty: 3302.787598
	Iteration 15Q: 3 clusters Score -2685339 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2685521.250000 Penalty: 3302.787598
	Iteration 16Q: 3 clusters Score -2685521 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2685630.000000 Penalty: 3302.787598
	Iteration 17Q: 3 clusters Score -2685630 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2685694.250000 Penalty: 3302.787598
	Iteration 18Q: 3 clusters Score -2685694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2685747.500000 Penalty: 3302.787598
	Iteration 19Q: 3 clusters Score -2685748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2685800.750000 Penalty: 3302.787598
	Iteration 20F: 3 clusters Score -2685801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2685827.500000 Penalty: 3302.787598
	Iteration 21Q: 3 clusters Score -2685828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2685859.000000 Penalty: 3302.787598
	Iteration 22Q: 3 clusters Score -2685859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2685880.750000 Penalty: 3302.787598
	Iteration 23Q: 3 clusters Score -2685881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2685891.000000 Penalty: 3302.787598
	Iteration 24Q: 3 clusters Score -2685891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2685903.750000 Penalty: 3302.787598
	Iteration 25Q: 3 clusters Score -2685904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2685922.000000 Penalty: 3302.787598
	Iteration 26Q: 3 clusters Score -2685922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2685926.750000 Penalty: 3302.787598
	Iteration 27Q: 3 clusters Score -2685927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2685935.000000 Penalty: 3302.787598
	Iteration 28Q: 3 clusters Score -2685935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2685938.250000 Penalty: 3302.787598
	Iteration 29Q: 3 clusters Score -2685938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2685941.000000 Penalty: 3302.787598
	Iteration 30Q: 3 clusters Score -2685941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2685953.500000 Penalty: 3302.787598
	Iteration 31Q: 3 clusters Score -2685954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2685963.250000 Penalty: 3302.787598
	Iteration 32Q: 3 clusters Score -2685963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2685971.750000 Penalty: 3302.787598
	Iteration 33Q: 3 clusters Score -2685972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2685974.750000 Penalty: 3302.787598
	Iteration 34Q: 3 clusters Score -2685975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2685975.000000 Penalty: 3302.787598
	Iteration 35Q: 3 clusters Score -2685975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2685973.750000 Penalty: 3302.787598
	Iteration 36Q: 3 clusters Score -2685974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2685972.000000 Penalty: 3302.787598
	Iteration 37Q: 3 clusters Score -2685972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2685972.250000 Penalty: 3302.787598
	Iteration 38Q: 3 clusters Score -2685972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2685972.000000 Penalty: 3302.787598
	Iteration 39Q: 3 clusters Score -2685972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2685976.500000 Penalty: 3302.787598
	Iteration 40F: 3 clusters Score -2685976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2685979.500000 Penalty: 3302.787598
	Iteration 41Q: 3 clusters Score -2685980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2685981.750000 Penalty: 3302.787598
	Iteration 42Q: 3 clusters Score -2685982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2685994.250000 Penalty: 3302.787598
	Iteration 43Q: 3 clusters Score -2685994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2685995.750000 Penalty: 3302.787598
	Iteration 44Q: 3 clusters Score -2685996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2685997.000000 Penalty: 3302.787598
	Iteration 45Q: 3 clusters Score -2685997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2685998.750000 Penalty: 3302.787598
	Iteration 46Q: 3 clusters Score -2685999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2685994.250000 Penalty: 3302.787598
	Iteration 47Q: 3 clusters Score -2685994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2685997.750000 Penalty: 3302.787598
	Iteration 48Q: 3 clusters Score -2685998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2685997.500000 Penalty: 3302.787598
	Iteration 49Q: 3 clusters Score -2685998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2686000.750000 Penalty: 3302.787598
	Iteration 50Q: 3 clusters Score -2686001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2685998.500000 Penalty: 3302.787598
	Iteration 51Q: 3 clusters Score -2685998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2686003.000000 Penalty: 3302.787598
	Iteration 52Q: 3 clusters Score -2686003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2686003.000000 Penalty: 3302.787598
	Iteration 53F: 3 clusters Score -2686003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -141021.687500 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -141021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139264.171875 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -139264.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139626.531250 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -139626.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139726.312500 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -139726.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -139782.984375 Penalty: 2369.788086
	Iteration 3Q: 3 clusters Score -139783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139821.812500 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -139821.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139850.562500 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -139850.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139874.687500 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -139874.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139893.359375 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -139893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139902.843750 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -139902.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -139919.015625 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -139919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139927.937500 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -139927.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139939.640625 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -139939.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139948.375000 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -139948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -139953.312500 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -139953.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139960.000000 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -139960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -139966.468750 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -139966.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139973.328125 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -139973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -139976.421875 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -139976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139980.015625 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -139980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139981.171875 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -139981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -139981.296875 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -139981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -15634.808594 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -15634.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14887.617188 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -14887.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15051.975586 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -15051.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15100.941406 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -15100.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15127.862305 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -15127.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15140.079102 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -15140.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15171.135742 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -15171.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15176.843750 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -15176.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15184.336914 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -15184.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15186.040039 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -15186.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15188.585938 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -15188.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15190.715820 Penalty: 1793.172119
	Iteration 10Q: 3 clusters Score -15190.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15190.715820 Penalty: 1793.172119
	Iteration 11F: 3 clusters Score -15190.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (180050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180050 members 
Entering Unmasked Estep 
Score: -19489278.000000 Penalty: 1966.410889
	Iteration 0F: 2 clusters Score -1.948928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -19390862.000000 Penalty: 3932.821777
	Iteration 0F: 3 clusters Score -1.939086e+07 nChanged 87146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -19442926.000000 Penalty: 3932.821777
	Iteration 1F: 3 clusters Score -1.944293e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -19444824.000000 Penalty: 3932.821777
	Iteration 2Q: 3 clusters Score -1.944482e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -19448078.000000 Penalty: 3932.821777
	Iteration 3Q: 3 clusters Score -1.944808e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 112228 members 
Entering Unmasked Estep 
Score: -19453262.000000 Penalty: 3932.821777
	Iteration 4F: 3 clusters Score -1.945326e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 122272 members 
Entering Unmasked Estep 
Score: -19460520.000000 Penalty: 3932.821777
	Iteration 5F: 3 clusters Score -1.946052e+07 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 133191 members 
Entering Unmasked Estep 
Score: -19469298.000000 Penalty: 3932.821777
	Iteration 6F: 3 clusters Score -1.94693e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -19478160.000000 Penalty: 3932.821777
	Iteration 7F: 3 clusters Score -1.947816e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 150711 members 
Entering Unmasked Estep 
Score: -19485000.000000 Penalty: 3932.821777
	Iteration 8F: 3 clusters Score -1.9485e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 155626 members 
Entering Unmasked Estep 
Score: -19489468.000000 Penalty: 3932.821777
	Iteration 9Q: 3 clusters Score -1.948947e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -19491894.000000 Penalty: 3932.821777
	Iteration 10Q: 3 clusters Score -1.949189e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -19493072.000000 Penalty: 3932.821777
	Iteration 11Q: 3 clusters Score -1.949307e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 162634 members 
Entering Unmasked Estep 
Score: -19493548.000000 Penalty: 3932.821777
	Iteration 12Q: 3 clusters Score -1.949355e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 164349 members 
Entering Unmasked Estep 
Score: -19493984.000000 Penalty: 3932.821777
	Iteration 13Q: 3 clusters Score -1.949398e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 165804 members 
Entering Unmasked Estep 
Score: -19494210.000000 Penalty: 3932.821777
	Iteration 14Q: 3 clusters Score -1.949421e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -19494292.000000 Penalty: 3932.821777
	Iteration 15Q: 3 clusters Score -1.949429e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 168394 members 
Entering Unmasked Estep 
Score: -19494482.000000 Penalty: 3932.821777
	Iteration 16Q: 3 clusters Score -1.949448e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -19494232.000000 Penalty: 3932.821777
	Iteration 17Q: 3 clusters Score -1.949423e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 170452 members 
Entering Unmasked Estep 
Score: -19493952.000000 Penalty: 3932.821777
	Iteration 18Q: 3 clusters Score -1.949395e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -19493746.000000 Penalty: 3932.821777
	Iteration 19Q: 3 clusters Score -1.949375e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -19493594.000000 Penalty: 3932.821777
	Iteration 20F: 3 clusters Score -1.949359e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 172752 members 
Entering Unmasked Estep 
Score: -19493346.000000 Penalty: 3932.821777
	Iteration 21Q: 3 clusters Score -1.949335e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 173332 members 
Entering Unmasked Estep 
Score: -19493186.000000 Penalty: 3932.821777
	Iteration 22Q: 3 clusters Score -1.949319e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -19492956.000000 Penalty: 3932.821777
	Iteration 23Q: 3 clusters Score -1.949296e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -19492754.000000 Penalty: 3932.821777
	Iteration 24Q: 3 clusters Score -1.949275e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -19492444.000000 Penalty: 3932.821777
	Iteration 25Q: 3 clusters Score -1.949244e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -19492178.000000 Penalty: 3932.821777
	Iteration 26Q: 3 clusters Score -1.949218e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -19491936.000000 Penalty: 3932.821777
	Iteration 27Q: 3 clusters Score -1.949194e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 175771 members 
Entering Unmasked Estep 
Score: -19491728.000000 Penalty: 3932.821777
	Iteration 28Q: 3 clusters Score -1.949173e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 176019 members 
Entering Unmasked Estep 
Score: -19491520.000000 Penalty: 3932.821777
	Iteration 29Q: 3 clusters Score -1.949152e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 176262 members 
Entering Unmasked Estep 
Score: -19491268.000000 Penalty: 3932.821777
	Iteration 30Q: 3 clusters Score -1.949127e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -19491026.000000 Penalty: 3932.821777
	Iteration 31Q: 3 clusters Score -1.949103e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 176629 members 
Entering Unmasked Estep 
Score: -19490866.000000 Penalty: 3932.821777
	Iteration 32Q: 3 clusters Score -1.949087e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 176802 members 
Entering Unmasked Estep 
Score: -19490648.000000 Penalty: 3932.821777
	Iteration 33Q: 3 clusters Score -1.949065e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 176933 members 
Entering Unmasked Estep 
Score: -19490544.000000 Penalty: 3932.821777
	Iteration 34Q: 3 clusters Score -1.949054e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 177069 members 
Entering Unmasked Estep 
Score: -19490382.000000 Penalty: 3932.821777
	Iteration 35Q: 3 clusters Score -1.949038e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 177197 members 
Entering Unmasked Estep 
Score: -19490208.000000 Penalty: 3932.821777
	Iteration 36Q: 3 clusters Score -1.949021e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 177315 members 
Entering Unmasked Estep 
Score: -19490170.000000 Penalty: 3932.821777
	Iteration 37Q: 3 clusters Score -1.949017e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -19490104.000000 Penalty: 3932.821777
	Iteration 38Q: 3 clusters Score -1.94901e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 177486 members 
Entering Unmasked Estep 
Score: -19490034.000000 Penalty: 3932.821777
	Iteration 39Q: 3 clusters Score -1.949003e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -19489952.000000 Penalty: 3932.821777
	Iteration 40F: 3 clusters Score -1.948995e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
Score: -19489822.000000 Penalty: 3932.821777
	Iteration 41Q: 3 clusters Score -1.948982e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 177774 members 
Entering Unmasked Estep 
Score: -19489742.000000 Penalty: 3932.821777
	Iteration 42Q: 3 clusters Score -1.948974e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 177861 members 
Entering Unmasked Estep 
Score: -19489692.000000 Penalty: 3932.821777
	Iteration 43Q: 3 clusters Score -1.948969e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 177953 members 
Entering Unmasked Estep 
Score: -19489560.000000 Penalty: 3932.821777
	Iteration 44Q: 3 clusters Score -1.948956e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 178031 members 
Entering Unmasked Estep 
Score: -19489496.000000 Penalty: 3932.821777
	Iteration 45Q: 3 clusters Score -1.94895e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 178109 members 
Entering Unmasked Estep 
Score: -19489426.000000 Penalty: 3932.821777
	Iteration 46Q: 3 clusters Score -1.948943e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 178187 members 
Entering Unmasked Estep 
Score: -19489330.000000 Penalty: 3932.821777
	Iteration 47Q: 3 clusters Score -1.948933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 178251 members 
Entering Unmasked Estep 
Score: -19489308.000000 Penalty: 3932.821777
	Iteration 48Q: 3 clusters Score -1.948931e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -19489286.000000 Penalty: 3932.821777
	Iteration 49Q: 3 clusters Score -1.948929e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -19489228.000000 Penalty: 3932.821777
	Iteration 50Q: 3 clusters Score -1.948923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 178378 members 
Entering Unmasked Estep 
Score: -19489224.000000 Penalty: 3932.821777
	Iteration 51Q: 3 clusters Score -1.948922e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 178414 members 
Entering Unmasked Estep 
Score: -19489180.000000 Penalty: 3932.821777
	Iteration 52Q: 3 clusters Score -1.948918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -19489112.000000 Penalty: 3932.821777
	Iteration 53Q: 3 clusters Score -1.948911e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 178480 members 
Entering Unmasked Estep 
Score: -19489102.000000 Penalty: 3932.821777
	Iteration 54Q: 3 clusters Score -1.94891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 178510 members 
Entering Unmasked Estep 
Score: -19489096.000000 Penalty: 3932.821777
	Iteration 55Q: 3 clusters Score -1.94891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 178542 members 
Entering Unmasked Estep 
Score: -19489070.000000 Penalty: 3932.821777
	Iteration 56Q: 3 clusters Score -1.948907e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 178582 members 
Entering Unmasked Estep 
Score: -19489020.000000 Penalty: 3932.821777
	Iteration 57Q: 3 clusters Score -1.948902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 178622 members 
Entering Unmasked Estep 
Score: -19489010.000000 Penalty: 3932.821777
	Iteration 58Q: 3 clusters Score -1.948901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -19488970.000000 Penalty: 3932.821777
	Iteration 59Q: 3 clusters Score -1.948897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 178695 members 
Entering Unmasked Estep 
Score: -19488934.000000 Penalty: 3932.821777
	Iteration 60F: 3 clusters Score -1.948893e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 178733 members 
Entering Unmasked Estep 
Score: -19488916.000000 Penalty: 3932.821777
	Iteration 61Q: 3 clusters Score -1.948892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -19488890.000000 Penalty: 3932.821777
	Iteration 62Q: 3 clusters Score -1.948889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -19488864.000000 Penalty: 3932.821777
	Iteration 63Q: 3 clusters Score -1.948886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -19488836.000000 Penalty: 3932.821777
	Iteration 64Q: 3 clusters Score -1.948884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -19488800.000000 Penalty: 3932.821777
	Iteration 65Q: 3 clusters Score -1.94888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 178863 members 
Entering Unmasked Estep 
Score: -19488784.000000 Penalty: 3932.821777
	Iteration 66Q: 3 clusters Score -1.948878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -19488786.000000 Penalty: 3932.821777
	Iteration 67Q: 3 clusters Score -1.948879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 178926 members 
Entering Unmasked Estep 
Score: -19488764.000000 Penalty: 3932.821777
	Iteration 68Q: 3 clusters Score -1.948876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 178962 members 
Entering Unmasked Estep 
Score: -19488718.000000 Penalty: 3932.821777
	Iteration 69Q: 3 clusters Score -1.948872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -19488708.000000 Penalty: 3932.821777
	Iteration 70Q: 3 clusters Score -1.948871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 179024 members 
Entering Unmasked Estep 
Score: -19488700.000000 Penalty: 3932.821777
	Iteration 71Q: 3 clusters Score -1.94887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -19488660.000000 Penalty: 3932.821777
	Iteration 72Q: 3 clusters Score -1.948866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 179068 members 
Entering Unmasked Estep 
Score: -19488614.000000 Penalty: 3932.821777
	Iteration 73Q: 3 clusters Score -1.948861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 179090 members 
Entering Unmasked Estep 
Score: -19488598.000000 Penalty: 3932.821777
	Iteration 74Q: 3 clusters Score -1.94886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 179105 members 
Entering Unmasked Estep 
Score: -19488600.000000 Penalty: 3932.821777
	Iteration 75Q: 3 clusters Score -1.94886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 179120 members 
Entering Unmasked Estep 
Score: -19488604.000000 Penalty: 3932.821777
	Iteration 76Q: 3 clusters Score -1.94886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 179138 members 
Entering Unmasked Estep 
Score: -19488576.000000 Penalty: 3932.821777
	Iteration 77Q: 3 clusters Score -1.948858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 179155 members 
Entering Unmasked Estep 
Score: -19488578.000000 Penalty: 3932.821777
	Iteration 78Q: 3 clusters Score -1.948858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 179168 members 
Entering Unmasked Estep 
Score: -19488548.000000 Penalty: 3932.821777
	Iteration 79Q: 3 clusters Score -1.948855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 179180 members 
Entering Unmasked Estep 
Score: -19488550.000000 Penalty: 3932.821777
	Iteration 80F: 3 clusters Score -1.948855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -19488558.000000 Penalty: 3932.821777
	Iteration 81Q: 3 clusters Score -1.948856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 179195 members 
Entering Unmasked Estep 
Score: -19488554.000000 Penalty: 3932.821777
	Iteration 82Q: 3 clusters Score -1.948855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 179205 members 
Entering Unmasked Estep 
Score: -19488542.000000 Penalty: 3932.821777
	Iteration 83Q: 3 clusters Score -1.948854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 179217 members 
Entering Unmasked Estep 
Score: -19488532.000000 Penalty: 3932.821777
	Iteration 84Q: 3 clusters Score -1.948853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -19488530.000000 Penalty: 3932.821777
	Iteration 85Q: 3 clusters Score -1.948853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 179235 members 
Entering Unmasked Estep 
Score: -19488534.000000 Penalty: 3932.821777
	Iteration 86Q: 3 clusters Score -1.948853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 179246 members 
Entering Unmasked Estep 
Score: -19488534.000000 Penalty: 3932.821777
	Iteration 87Q: 3 clusters Score -1.948853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -19488518.000000 Penalty: 3932.821777
	Iteration 88Q: 3 clusters Score -1.948852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 179262 members 
Entering Unmasked Estep 
Score: -19488506.000000 Penalty: 3932.821777
	Iteration 89Q: 3 clusters Score -1.948851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 179270 members 
Entering Unmasked Estep 
Score: -19488532.000000 Penalty: 3932.821777
	Iteration 90Q: 3 clusters Score -1.948853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 179277 members 
Entering Unmasked Estep 
Score: -19488538.000000 Penalty: 3932.821777
	Iteration 91Q: 3 clusters Score -1.948854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 179286 members 
Entering Unmasked Estep 
Score: -19488534.000000 Penalty: 3932.821777
	Iteration 92Q: 3 clusters Score -1.948853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 179296 members 
Entering Unmasked Estep 
Score: -19488532.000000 Penalty: 3932.821777
	Iteration 93Q: 3 clusters Score -1.948853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 179306 members 
Entering Unmasked Estep 
Score: -19488542.000000 Penalty: 3932.821777
	Iteration 94Q: 3 clusters Score -1.948854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -19488556.000000 Penalty: 3932.821777
	Iteration 95Q: 3 clusters Score -1.948856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 179324 members 
Entering Unmasked Estep 
Score: -19488526.000000 Penalty: 3932.821777
	Iteration 96Q: 3 clusters Score -1.948853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 179331 members 
Entering Unmasked Estep 
Score: -19488540.000000 Penalty: 3932.821777
	Iteration 97Q: 3 clusters Score -1.948854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 179334 members 
Entering Unmasked Estep 
Score: -19488538.000000 Penalty: 3932.821777
	Iteration 98Q: 3 clusters Score -1.948854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 179339 members 
Entering Unmasked Estep 
Score: -19488538.000000 Penalty: 3932.821777
	Iteration 99Q: 3 clusters Score -1.948854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -19488540.000000 Penalty: 3932.821777
	Iteration 100F: 3 clusters Score -1.948854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 179351 members 
Entering Unmasked Estep 
Score: -19488544.000000 Penalty: 3932.821777
	Iteration 101Q: 3 clusters Score -1.948854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -19488544.000000 Penalty: 3932.821777
	Iteration 102Q: 3 clusters Score -1.948854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 179355 members 
Entering Unmasked Estep 
Score: -19488538.000000 Penalty: 3932.821777
	Iteration 103Q: 3 clusters Score -1.948854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 179355 members 
Entering Unmasked Estep 
Score: -19488526.000000 Penalty: 3932.821777
	Iteration 104Q: 3 clusters Score -1.948853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 179358 members 
Entering Unmasked Estep 
Score: -19488534.000000 Penalty: 3932.821777
	Iteration 105Q: 3 clusters Score -1.948853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 179360 members 
Entering Unmasked Estep 
Score: -19488530.000000 Penalty: 3932.821777
	Iteration 106Q: 3 clusters Score -1.948853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 179361 members 
Entering Unmasked Estep 
Score: -19488542.000000 Penalty: 3932.821777
	Iteration 107Q: 3 clusters Score -1.948854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 179364 members 
Entering Unmasked Estep 
Score: -19488540.000000 Penalty: 3932.821777
	Iteration 108Q: 3 clusters Score -1.948854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 179364 members 
Entering Unmasked Estep 
Score: -19488540.000000 Penalty: 3932.821777
	Iteration 109F: 3 clusters Score -1.948854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Entering Unmasked Estep 
Score: -896998.500000 Penalty: 1470.251831
	Iteration 0F: 2 clusters Score -896998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -890794.500000 Penalty: 2940.503662
	Iteration 0F: 3 clusters Score -890794.5 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -892797.937500 Penalty: 2940.503662
	Iteration 1F: 3 clusters Score -892797.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -893092.812500 Penalty: 2940.503662
	Iteration 2F: 3 clusters Score -893092.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -893364.625000 Penalty: 2940.503662
	Iteration 3F: 3 clusters Score -893364.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -893639.062500 Penalty: 2940.503662
	Iteration 4F: 3 clusters Score -893639.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -893964.750000 Penalty: 2940.503662
	Iteration 5F: 3 clusters Score -893964.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -894323.812500 Penalty: 2940.503662
	Iteration 6F: 3 clusters Score -894323.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -894688.937500 Penalty: 2940.503662
	Iteration 7F: 3 clusters Score -894688.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -895044.062500 Penalty: 2940.503662
	Iteration 8Q: 3 clusters Score -895044.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -895320.625000 Penalty: 2940.503662
	Iteration 9Q: 3 clusters Score -895320.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -895510.937500 Penalty: 2940.503662
	Iteration 10Q: 3 clusters Score -895510.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -895636.000000 Penalty: 2940.503662
	Iteration 11Q: 3 clusters Score -895636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -895707.125000 Penalty: 2940.503662
	Iteration 12Q: 3 clusters Score -895707.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -895754.750000 Penalty: 2940.503662
	Iteration 13Q: 3 clusters Score -895754.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -895790.250000 Penalty: 2940.503662
	Iteration 14Q: 3 clusters Score -895790.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -895810.062500 Penalty: 2940.503662
	Iteration 15Q: 3 clusters Score -895810.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -895819.062500 Penalty: 2940.503662
	Iteration 16Q: 3 clusters Score -895819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -895824.375000 Penalty: 2940.503662
	Iteration 17Q: 3 clusters Score -895824.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -895828.687500 Penalty: 2940.503662
	Iteration 18Q: 3 clusters Score -895828.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -895836.812500 Penalty: 2940.503662
	Iteration 19Q: 3 clusters Score -895836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -895841.875000 Penalty: 2940.503662
	Iteration 20F: 3 clusters Score -895841.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -895842.312500 Penalty: 2940.503662
	Iteration 21Q: 3 clusters Score -895842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -895845.062500 Penalty: 2940.503662
	Iteration 22Q: 3 clusters Score -895845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -895847.750000 Penalty: 2940.503662
	Iteration 23Q: 3 clusters Score -895847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -895853.687500 Penalty: 2940.503662
	Iteration 24Q: 3 clusters Score -895853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -895858.437500 Penalty: 2940.503662
	Iteration 25Q: 3 clusters Score -895858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -895861.625000 Penalty: 2940.503662
	Iteration 26Q: 3 clusters Score -895861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -895864.687500 Penalty: 2940.503662
	Iteration 27Q: 3 clusters Score -895864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -895866.187500 Penalty: 2940.503662
	Iteration 28Q: 3 clusters Score -895866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -895866.687500 Penalty: 2940.503662
	Iteration 29Q: 3 clusters Score -895866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -895870.125000 Penalty: 2940.503662
	Iteration 30Q: 3 clusters Score -895870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -895870.500000 Penalty: 2940.503662
	Iteration 31Q: 3 clusters Score -895870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -895870.500000 Penalty: 2940.503662
	Iteration 32Q: 3 clusters Score -895870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -895869.812500 Penalty: 2940.503662
	Iteration 33Q: 3 clusters Score -895869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -895873.125000 Penalty: 2940.503662
	Iteration 34Q: 3 clusters Score -895873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -895873.875000 Penalty: 2940.503662
	Iteration 35Q: 3 clusters Score -895873.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -895873.875000 Penalty: 2940.503662
	Iteration 36F: 3 clusters Score -895873.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -318540.093750 Penalty: 1315.237305
	Iteration 0F: 2 clusters Score -318540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -315720.250000 Penalty: 2630.474609
	Iteration 0F: 3 clusters Score -315720.2 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -316633.312500 Penalty: 2630.474609
	Iteration 1F: 3 clusters Score -316633.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -316916.250000 Penalty: 2630.474609
	Iteration 2F: 3 clusters Score -316916.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -317120.156250 Penalty: 2630.474609
	Iteration 3F: 3 clusters Score -317120.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -317293.593750 Penalty: 2630.474609
	Iteration 4F: 3 clusters Score -317293.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -317445.281250 Penalty: 2630.474609
	Iteration 5F: 3 clusters Score -317445.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -317585.843750 Penalty: 2630.474609
	Iteration 6Q: 3 clusters Score -317585.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -317739.156250 Penalty: 2630.474609
	Iteration 7Q: 3 clusters Score -317739.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -317883.000000 Penalty: 2630.474609
	Iteration 8Q: 3 clusters Score -317883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -317985.437500 Penalty: 2630.474609
	Iteration 9Q: 3 clusters Score -317985.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -318042.781250 Penalty: 2630.474609
	Iteration 10Q: 3 clusters Score -318042.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -318074.343750 Penalty: 2630.474609
	Iteration 11Q: 3 clusters Score -318074.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -318090.906250 Penalty: 2630.474609
	Iteration 12Q: 3 clusters Score -318090.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -318098.125000 Penalty: 2630.474609
	Iteration 13Q: 3 clusters Score -318098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -318101.250000 Penalty: 2630.474609
	Iteration 14Q: 3 clusters Score -318101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -318103.156250 Penalty: 2630.474609
	Iteration 15Q: 3 clusters Score -318103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -318104.156250 Penalty: 2630.474609
	Iteration 16Q: 3 clusters Score -318104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -318105.156250 Penalty: 2630.474609
	Iteration 17Q: 3 clusters Score -318105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -318106.125000 Penalty: 2630.474609
	Iteration 18Q: 3 clusters Score -318106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -318107.656250 Penalty: 2630.474609
	Iteration 19Q: 3 clusters Score -318107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -318111.281250 Penalty: 2630.474609
	Iteration 20F: 3 clusters Score -318111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -318116.406250 Penalty: 2630.474609
	Iteration 21Q: 3 clusters Score -318116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -318117.625000 Penalty: 2630.474609
	Iteration 22Q: 3 clusters Score -318117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -318118.625000 Penalty: 2630.474609
	Iteration 23Q: 3 clusters Score -318118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -318119.218750 Penalty: 2630.474609
	Iteration 24Q: 3 clusters Score -318119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -318119.218750 Penalty: 2630.474609
	Iteration 25F: 3 clusters Score -318119.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -64700.722656 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -64700.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63452.179688 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -63452.18 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63723.687500 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -63723.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63837.027344 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -63837.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63906.523438 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -63906.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63976.949219 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -63976.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64042.464844 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -64042.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64081.113281 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -64081.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64101.972656 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -64101.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64121.261719 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -64121.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64124.929688 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -64124.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64125.812500 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -64125.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64127.187500 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -64127.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64128.531250 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -64128.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64130.390625 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -64130.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64131.132812 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -64131.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64131.132812 Penalty: 2152.821289
	Iteration 15F: 3 clusters Score -64131.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -144147.609375 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -144147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142454.343750 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -142454.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -142755.531250 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -142755.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -142830.718750 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -142830.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142871.750000 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -142871.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -142905.000000 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -142905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142934.843750 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -142934.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -142947.250000 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -142947.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -142962.343750 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -142962.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -142976.890625 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -142976.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -142989.109375 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -142989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -142994.218750 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -142994.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -142998.062500 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -142998.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -143003.828125 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -143003.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -143008.921875 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -143008.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -143015.765625 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -143015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -143023.453125 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -143023.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143033.500000 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -143033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -143037.968750 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -143038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -143039.562500 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -143039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -143040.906250 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -143040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -143042.234375 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -143042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -143043.437500 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -143043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -143045.953125 Penalty: 2353.211182
	Iteration 22Q: 3 clusters Score -143046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -143046.812500 Penalty: 2353.211182
	Iteration 23Q: 3 clusters Score -143046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -143046.812500 Penalty: 2353.211182
	Iteration 24F: 3 clusters Score -143046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -181848.046875 Penalty: 1211.861450
	Iteration 0F: 2 clusters Score -181848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -179957.890625 Penalty: 2423.722900
	Iteration 0F: 3 clusters Score -179957.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -180375.218750 Penalty: 2423.722900
	Iteration 1F: 3 clusters Score -180375.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180517.078125 Penalty: 2423.722900
	Iteration 2F: 3 clusters Score -180517.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180604.875000 Penalty: 2423.722900
	Iteration 3F: 3 clusters Score -180604.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -180681.281250 Penalty: 2423.722900
	Iteration 4Q: 3 clusters Score -180681.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -180746.703125 Penalty: 2423.722900
	Iteration 5Q: 3 clusters Score -180746.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180805.953125 Penalty: 2423.722900
	Iteration 6Q: 3 clusters Score -180806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180863.656250 Penalty: 2423.722900
	Iteration 7Q: 3 clusters Score -180863.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180917.828125 Penalty: 2423.722900
	Iteration 8Q: 3 clusters Score -180917.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180955.343750 Penalty: 2423.722900
	Iteration 9Q: 3 clusters Score -180955.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180974.796875 Penalty: 2423.722900
	Iteration 10Q: 3 clusters Score -180974.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -181005.562500 Penalty: 2423.722900
	Iteration 11Q: 3 clusters Score -181005.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181018.250000 Penalty: 2423.722900
	Iteration 12Q: 3 clusters Score -181018.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181029.671875 Penalty: 2423.722900
	Iteration 13Q: 3 clusters Score -181029.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -181044.468750 Penalty: 2423.722900
	Iteration 14Q: 3 clusters Score -181044.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181057.968750 Penalty: 2423.722900
	Iteration 15Q: 3 clusters Score -181058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -181066.593750 Penalty: 2423.722900
	Iteration 16Q: 3 clusters Score -181066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -181075.312500 Penalty: 2423.722900
	Iteration 17Q: 3 clusters Score -181075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -181080.437500 Penalty: 2423.722900
	Iteration 18Q: 3 clusters Score -181080.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181086.593750 Penalty: 2423.722900
	Iteration 19Q: 3 clusters Score -181086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -181089.953125 Penalty: 2423.722900
	Iteration 20F: 3 clusters Score -181090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181092.234375 Penalty: 2423.722900
	Iteration 21Q: 3 clusters Score -181092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -181092.765625 Penalty: 2423.722900
	Iteration 22Q: 3 clusters Score -181092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -181094.281250 Penalty: 2423.722900
	Iteration 23Q: 3 clusters Score -181094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -181094.734375 Penalty: 2423.722900
	Iteration 24Q: 3 clusters Score -181094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -181094.734375 Penalty: 2423.722900
	Iteration 25F: 3 clusters Score -181094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (103357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Entering Unmasked Estep 
Score: -11088577.000000 Penalty: 1876.215942
	Iteration 0F: 2 clusters Score -1.108858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -11019714.000000 Penalty: 3752.431885
	Iteration 0F: 3 clusters Score -1.101971e+07 nChanged 49243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -11048620.000000 Penalty: 3752.431885
	Iteration 1F: 3 clusters Score -1.104862e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -11049819.000000 Penalty: 3752.431885
	Iteration 2Q: 3 clusters Score -1.104982e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -11051657.000000 Penalty: 3752.431885
	Iteration 3Q: 3 clusters Score -1.105166e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -11054347.000000 Penalty: 3752.431885
	Iteration 4F: 3 clusters Score -1.105435e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -11058596.000000 Penalty: 3752.431885
	Iteration 5F: 3 clusters Score -1.10586e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -11064179.000000 Penalty: 3752.431885
	Iteration 6F: 3 clusters Score -1.106418e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -11070328.000000 Penalty: 3752.431885
	Iteration 7F: 3 clusters Score -1.107033e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -11076225.000000 Penalty: 3752.431885
	Iteration 8F: 3 clusters Score -1.107622e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -11080682.000000 Penalty: 3752.431885
	Iteration 9Q: 3 clusters Score -1.108068e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -11083502.000000 Penalty: 3752.431885
	Iteration 10Q: 3 clusters Score -1.10835e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -11085233.000000 Penalty: 3752.431885
	Iteration 11Q: 3 clusters Score -1.108523e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -11086300.000000 Penalty: 3752.431885
	Iteration 12Q: 3 clusters Score -1.10863e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -11086920.000000 Penalty: 3752.431885
	Iteration 13Q: 3 clusters Score -1.108692e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -11087392.000000 Penalty: 3752.431885
	Iteration 14Q: 3 clusters Score -1.108739e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -11087695.000000 Penalty: 3752.431885
	Iteration 15Q: 3 clusters Score -1.10877e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -11087850.000000 Penalty: 3752.431885
	Iteration 16Q: 3 clusters Score -1.108785e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -11087936.000000 Penalty: 3752.431885
	Iteration 17Q: 3 clusters Score -1.108794e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -11087991.000000 Penalty: 3752.431885
	Iteration 18Q: 3 clusters Score -1.108799e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -11088017.000000 Penalty: 3752.431885
	Iteration 19Q: 3 clusters Score -1.108802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 102014 members 
Entering Unmasked Estep 
Score: -11088019.000000 Penalty: 3752.431885
	Iteration 20F: 3 clusters Score -1.108802e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -11088020.000000 Penalty: 3752.431885
	Iteration 21Q: 3 clusters Score -1.108802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -11088032.000000 Penalty: 3752.431885
	Iteration 22Q: 3 clusters Score -1.108803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -11088038.000000 Penalty: 3752.431885
	Iteration 23Q: 3 clusters Score -1.108804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -11088033.000000 Penalty: 3752.431885
	Iteration 24Q: 3 clusters Score -1.108803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -11088033.000000 Penalty: 3752.431885
	Iteration 25Q: 3 clusters Score -1.108803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -11088042.000000 Penalty: 3752.431885
	Iteration 26Q: 3 clusters Score -1.108804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -11088039.000000 Penalty: 3752.431885
	Iteration 27Q: 3 clusters Score -1.108804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -11088039.000000 Penalty: 3752.431885
	Iteration 28Q: 3 clusters Score -1.108804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -11088040.000000 Penalty: 3752.431885
	Iteration 29Q: 3 clusters Score -1.108804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -11088036.000000 Penalty: 3752.431885
	Iteration 30Q: 3 clusters Score -1.108804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -11088035.000000 Penalty: 3752.431885
	Iteration 31Q: 3 clusters Score -1.108804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -11088036.000000 Penalty: 3752.431885
	Iteration 32Q: 3 clusters Score -1.108804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -11088036.000000 Penalty: 3752.431885
	Iteration 33F: 3 clusters Score -1.108804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -29612.427734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -29612.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28735.962891 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -28735.96 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28963.224609 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -28963.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29174.273438 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -29174.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29345.376953 Penalty: 1893.450073
	Iteration 3F: 3 clusters Score -29345.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29467.904297 Penalty: 1893.450073
	Iteration 4F: 3 clusters Score -29467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29514.935547 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -29514.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29560.246094 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -29560.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29624.054688 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -29624.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29655.757812 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -29655.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29663.589844 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -29663.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29702.546875 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -29702.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29702.546875 Penalty: 1893.450073
	Iteration 11F: 3 clusters Score -29702.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172690 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14209 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103357 members 
Mstep: Class 37 contains 154 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 14716 members 
Mstep: Class 40 contains 10344 members 
Mstep: Class 41 contains 185 members 
Entering Unmasked Estep 
Score: -101033664.000000 Penalty: 91867.312500
Splitting cluster 37 changes total score from -101034888.000000 to -101033664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (58368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Entering Unmasked Estep 
Score: -6034303.500000 Penalty: 1783.360107
	Iteration 0F: 2 clusters Score -6034304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5995123.500000 Penalty: 3566.720215
	Iteration 0F: 3 clusters Score -5995124 nChanged 27472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -6011132.500000 Penalty: 3566.720215
	Iteration 1F: 3 clusters Score -6011132 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -6011987.000000 Penalty: 3566.720215
	Iteration 2Q: 3 clusters Score -6011987 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -6013059.500000 Penalty: 3566.720215
	Iteration 3Q: 3 clusters Score -6013060 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -6014453.000000 Penalty: 3566.720215
	Iteration 4F: 3 clusters Score -6014453 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -6016418.000000 Penalty: 3566.720215
	Iteration 5F: 3 clusters Score -6016418 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -6019076.000000 Penalty: 3566.720215
	Iteration 6F: 3 clusters Score -6019076 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -6022164.000000 Penalty: 3566.720215
	Iteration 7F: 3 clusters Score -6022164 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -6025141.500000 Penalty: 3566.720215
	Iteration 8F: 3 clusters Score -6025142 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -6027482.000000 Penalty: 3566.720215
	Iteration 9Q: 3 clusters Score -6027482 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -6029051.000000 Penalty: 3566.720215
	Iteration 10Q: 3 clusters Score -6029051 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -6030031.000000 Penalty: 3566.720215
	Iteration 11Q: 3 clusters Score -6030031 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -6030735.000000 Penalty: 3566.720215
	Iteration 12Q: 3 clusters Score -6030735 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6031247.500000 Penalty: 3566.720215
	Iteration 13Q: 3 clusters Score -6031248 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -6031687.000000 Penalty: 3566.720215
	Iteration 14Q: 3 clusters Score -6031687 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -6031977.500000 Penalty: 3566.720215
	Iteration 15Q: 3 clusters Score -6031978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -6032268.000000 Penalty: 3566.720215
	Iteration 16Q: 3 clusters Score -6032268 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -6032472.000000 Penalty: 3566.720215
	Iteration 17Q: 3 clusters Score -6032472 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -6032652.500000 Penalty: 3566.720215
	Iteration 18Q: 3 clusters Score -6032652 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -6032830.500000 Penalty: 3566.720215
	Iteration 19Q: 3 clusters Score -6032830 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -6032978.000000 Penalty: 3566.720215
	Iteration 20F: 3 clusters Score -6032978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -6033128.000000 Penalty: 3566.720215
	Iteration 21Q: 3 clusters Score -6033128 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -6033248.000000 Penalty: 3566.720215
	Iteration 22Q: 3 clusters Score -6033248 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -6033379.000000 Penalty: 3566.720215
	Iteration 23Q: 3 clusters Score -6033379 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -6033469.000000 Penalty: 3566.720215
	Iteration 24Q: 3 clusters Score -6033469 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -6033583.500000 Penalty: 3566.720215
	Iteration 25Q: 3 clusters Score -6033584 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6033659.500000 Penalty: 3566.720215
	Iteration 26Q: 3 clusters Score -6033660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -6033699.500000 Penalty: 3566.720215
	Iteration 27Q: 3 clusters Score -6033700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -6033751.000000 Penalty: 3566.720215
	Iteration 28Q: 3 clusters Score -6033751 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -6033797.000000 Penalty: 3566.720215
	Iteration 29Q: 3 clusters Score -6033797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -6033802.000000 Penalty: 3566.720215
	Iteration 30Q: 3 clusters Score -6033802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -6033823.500000 Penalty: 3566.720215
	Iteration 31Q: 3 clusters Score -6033824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -6033823.000000 Penalty: 3566.720215
	Iteration 32Q: 3 clusters Score -6033823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -6033839.000000 Penalty: 3566.720215
	Iteration 33Q: 3 clusters Score -6033839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -6033843.500000 Penalty: 3566.720215
	Iteration 34Q: 3 clusters Score -6033844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -6033848.000000 Penalty: 3566.720215
	Iteration 35Q: 3 clusters Score -6033848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -6033855.000000 Penalty: 3566.720215
	Iteration 36Q: 3 clusters Score -6033855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -6033858.500000 Penalty: 3566.720215
	Iteration 37Q: 3 clusters Score -6033858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6033860.000000 Penalty: 3566.720215
	Iteration 38Q: 3 clusters Score -6033860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -6033861.000000 Penalty: 3566.720215
	Iteration 39Q: 3 clusters Score -6033861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -6033916.500000 Penalty: 3566.720215
	Iteration 40F: 3 clusters Score -6033916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -6033941.000000 Penalty: 3566.720215
	Iteration 41Q: 3 clusters Score -6033941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -6033982.000000 Penalty: 3566.720215
	Iteration 42Q: 3 clusters Score -6033982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -6033997.000000 Penalty: 3566.720215
	Iteration 43Q: 3 clusters Score -6033997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -6034020.000000 Penalty: 3566.720215
	Iteration 44Q: 3 clusters Score -6034020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -6034042.000000 Penalty: 3566.720215
	Iteration 45Q: 3 clusters Score -6034042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -6034036.500000 Penalty: 3566.720215
	Iteration 46Q: 3 clusters Score -6034036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -6034065.000000 Penalty: 3566.720215
	Iteration 47Q: 3 clusters Score -6034065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -6034069.000000 Penalty: 3566.720215
	Iteration 48Q: 3 clusters Score -6034069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -6034076.500000 Penalty: 3566.720215
	Iteration 49Q: 3 clusters Score -6034076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -6034084.500000 Penalty: 3566.720215
	Iteration 50Q: 3 clusters Score -6034084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -6034082.000000 Penalty: 3566.720215
	Iteration 51Q: 3 clusters Score -6034082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -6034094.000000 Penalty: 3566.720215
	Iteration 52Q: 3 clusters Score -6034094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -6034096.500000 Penalty: 3566.720215
	Iteration 53Q: 3 clusters Score -6034096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -6034095.000000 Penalty: 3566.720215
	Iteration 54Q: 3 clusters Score -6034095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -6034111.000000 Penalty: 3566.720215
	Iteration 55Q: 3 clusters Score -6034111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -6034115.500000 Penalty: 3566.720215
	Iteration 56Q: 3 clusters Score -6034116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -6034104.500000 Penalty: 3566.720215
	Iteration 57Q: 3 clusters Score -6034104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -6034104.500000 Penalty: 3566.720215
	Iteration 58Q: 3 clusters Score -6034104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -6034111.000000 Penalty: 3566.720215
	Iteration 59Q: 3 clusters Score -6034111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -6034103.500000 Penalty: 3566.720215
	Iteration 60F: 3 clusters Score -6034104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -6034118.500000 Penalty: 3566.720215
	Iteration 61Q: 3 clusters Score -6034118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -6034118.500000 Penalty: 3566.720215
	Iteration 62Q: 3 clusters Score -6034118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -6034115.000000 Penalty: 3566.720215
	Iteration 63Q: 3 clusters Score -6034115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -6034120.000000 Penalty: 3566.720215
	Iteration 64Q: 3 clusters Score -6034120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -6034118.500000 Penalty: 3566.720215
	Iteration 65Q: 3 clusters Score -6034118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -6034112.000000 Penalty: 3566.720215
	Iteration 66Q: 3 clusters Score -6034112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -6034108.000000 Penalty: 3566.720215
	Iteration 67Q: 3 clusters Score -6034108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -6034108.000000 Penalty: 3566.720215
	Iteration 68F: 3 clusters Score -6034108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Entering Unmasked Estep 
Score: -1590652.500000 Penalty: 1559.462158
	Iteration 0F: 2 clusters Score -1590652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1580462.125000 Penalty: 3118.924316
	Iteration 0F: 3 clusters Score -1580462 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1583974.750000 Penalty: 3118.924316
	Iteration 1F: 3 clusters Score -1583975 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1584270.250000 Penalty: 3118.924316
	Iteration 2F: 3 clusters Score -1584270 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1584558.375000 Penalty: 3118.924316
	Iteration 3Q: 3 clusters Score -1584558 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1584868.125000 Penalty: 3118.924316
	Iteration 4Q: 3 clusters Score -1584868 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1585241.750000 Penalty: 3118.924316
	Iteration 5Q: 3 clusters Score -1585242 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1585726.875000 Penalty: 3118.924316
	Iteration 6F: 3 clusters Score -1585727 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1586292.875000 Penalty: 3118.924316
	Iteration 7F: 3 clusters Score -1586293 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1586848.750000 Penalty: 3118.924316
	Iteration 8F: 3 clusters Score -1586849 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1587391.000000 Penalty: 3118.924316
	Iteration 9F: 3 clusters Score -1587391 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1587845.000000 Penalty: 3118.924316
	Iteration 10Q: 3 clusters Score -1587845 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1588151.500000 Penalty: 3118.924316
	Iteration 11Q: 3 clusters Score -1588152 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1588373.125000 Penalty: 3118.924316
	Iteration 12Q: 3 clusters Score -1588373 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1588573.625000 Penalty: 3118.924316
	Iteration 13Q: 3 clusters Score -1588574 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1588763.125000 Penalty: 3118.924316
	Iteration 14Q: 3 clusters Score -1588763 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1588948.875000 Penalty: 3118.924316
	Iteration 15Q: 3 clusters Score -1588949 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1589167.375000 Penalty: 3118.924316
	Iteration 16Q: 3 clusters Score -1589167 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1589420.750000 Penalty: 3118.924316
	Iteration 17Q: 3 clusters Score -1589421 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1589675.750000 Penalty: 3118.924316
	Iteration 18Q: 3 clusters Score -1589676 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1589952.375000 Penalty: 3118.924316
	Iteration 19Q: 3 clusters Score -1589952 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1590217.750000 Penalty: 3118.924316
	Iteration 20F: 3 clusters Score -1590218 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1590395.000000 Penalty: 3118.924316
	Iteration 21Q: 3 clusters Score -1590395 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1590519.500000 Penalty: 3118.924316
	Iteration 22Q: 3 clusters Score -1590520 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1590582.000000 Penalty: 3118.924316
	Iteration 23Q: 3 clusters Score -1590582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1590617.375000 Penalty: 3118.924316
	Iteration 24Q: 3 clusters Score -1590617 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1590641.000000 Penalty: 3118.924316
	Iteration 25Q: 3 clusters Score -1590641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1590649.500000 Penalty: 3118.924316
	Iteration 26Q: 3 clusters Score -1590650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1590658.375000 Penalty: 3118.924316
	Iteration 27Q: 3 clusters Score -1590658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1590663.250000 Penalty: 3118.924316
	Iteration 28Q: 3 clusters Score -1590663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1590661.875000 Penalty: 3118.924316
	Iteration 29Q: 3 clusters Score -1590662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1590660.625000 Penalty: 3118.924316
	Iteration 30Q: 3 clusters Score -1590661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1590664.375000 Penalty: 3118.924316
	Iteration 31Q: 3 clusters Score -1590664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1590663.875000 Penalty: 3118.924316
	Iteration 32Q: 3 clusters Score -1590664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1590664.750000 Penalty: 3118.924316
	Iteration 33Q: 3 clusters Score -1590665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1590664.000000 Penalty: 3118.924316
	Iteration 34Q: 3 clusters Score -1590664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1590666.500000 Penalty: 3118.924316
	Iteration 35Q: 3 clusters Score -1590666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1590667.250000 Penalty: 3118.924316
	Iteration 36Q: 3 clusters Score -1590667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1590666.250000 Penalty: 3118.924316
	Iteration 37Q: 3 clusters Score -1590666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1590666.875000 Penalty: 3118.924316
	Iteration 38Q: 3 clusters Score -1590667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1590666.125000 Penalty: 3118.924316
	Iteration 39Q: 3 clusters Score -1590666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1590666.125000 Penalty: 3118.924316
	Iteration 40F: 3 clusters Score -1590666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1590666.875000 Penalty: 3118.924316
	Iteration 41Q: 3 clusters Score -1590667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1590670.875000 Penalty: 3118.924316
	Iteration 42Q: 3 clusters Score -1590671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1590667.000000 Penalty: 3118.924316
	Iteration 43Q: 3 clusters Score -1590667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1590669.375000 Penalty: 3118.924316
	Iteration 44Q: 3 clusters Score -1590669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1590669.500000 Penalty: 3118.924316
	Iteration 45Q: 3 clusters Score -1590670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1590668.500000 Penalty: 3118.924316
	Iteration 46Q: 3 clusters Score -1590668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1590668.125000 Penalty: 3118.924316
	Iteration 47Q: 3 clusters Score -1590668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1590667.750000 Penalty: 3118.924316
	Iteration 48Q: 3 clusters Score -1590668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1590670.125000 Penalty: 3118.924316
	Iteration 49Q: 3 clusters Score -1590670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1590673.000000 Penalty: 3118.924316
	Iteration 50Q: 3 clusters Score -1590673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1590672.500000 Penalty: 3118.924316
	Iteration 51Q: 3 clusters Score -1590672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1590672.500000 Penalty: 3118.924316
	Iteration 52F: 3 clusters Score -1590672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 119852 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 172690 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 87906 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 14209 members 
Mstep: Class 27 contains 25911 members 
Mstep: Class 28 contains 1468 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 180050 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 103357 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 58368 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 10344 members 
Mstep: Class 41 contains 12337 members 
Entering Unmasked Estep 
Score: -101034664.000000 Penalty: 91867.312500
Splitting cluster 39 changes total score from -101034888.000000 to -101034664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (10344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Entering Unmasked Estep 
Score: -1053431.125000 Penalty: 1502.176270
	Iteration 0F: 2 clusters Score -1053431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1046093.812500 Penalty: 3004.352539
	Iteration 0F: 3 clusters Score -1046094 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1048637.000000 Penalty: 3004.352539
	Iteration 1F: 3 clusters Score -1048637 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1048953.875000 Penalty: 3004.352539
	Iteration 2F: 3 clusters Score -1048954 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1049225.500000 Penalty: 3004.352539
	Iteration 3F: 3 clusters Score -1049226 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1049481.750000 Penalty: 3004.352539
	Iteration 4F: 3 clusters Score -1049482 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1049719.250000 Penalty: 3004.352539
	Iteration 5Q: 3 clusters Score -1049719 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1049926.250000 Penalty: 3004.352539
	Iteration 6Q: 3 clusters Score -1049926 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1050105.875000 Penalty: 3004.352539
	Iteration 7Q: 3 clusters Score -1050106 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1050229.000000 Penalty: 3004.352539
	Iteration 8Q: 3 clusters Score -1050229 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1050315.875000 Penalty: 3004.352539
	Iteration 9Q: 3 clusters Score -1050316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1050388.750000 Penalty: 3004.352539
	Iteration 10Q: 3 clusters Score -1050389 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1050452.875000 Penalty: 3004.352539
	Iteration 11Q: 3 clusters Score -1050453 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1050495.000000 Penalty: 3004.352539
	Iteration 12Q: 3 clusters Score -1050495 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1050529.000000 Penalty: 3004.352539
	Iteration 13Q: 3 clusters Score -1050529 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1050554.500000 Penalty: 3004.352539
	Iteration 14Q: 3 clusters Score -1050554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1050576.125000 Penalty: 3004.352539
	Iteration 15Q: 3 clusters Score -1050576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1050596.000000 Penalty: 3004.352539
	Iteration 16Q: 3 clusters Score -1050596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1050606.000000 Penalty: 3004.352539
	Iteration 17Q: 3 clusters Score -1050606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1050617.500000 Penalty: 3004.352539
	Iteration 18Q: 3 clusters Score -1050618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1050627.250000 Penalty: 3004.352539
	Iteration 19Q: 3 clusters Score -1050627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1050635.625000 Penalty: 3004.352539
	Iteration 20F: 3 clusters Score -1050636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1050642.625000 Penalty: 3004.352539
	Iteration 21Q: 3 clusters Score -1050643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1050649.750000 Penalty: 3004.352539
	Iteration 22Q: 3 clusters Score -1050650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1050656.625000 Penalty: 3004.352539
	Iteration 23Q: 3 clusters Score -1050657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1050660.625000 Penalty: 3004.352539
	Iteration 24Q: 3 clusters Score -1050661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1050666.125000 Penalty: 3004.352539
	Iteration 25Q: 3 clusters Score -1050666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1050674.500000 Penalty: 3004.352539
	Iteration 26Q: 3 clusters Score -1050674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1050681.750000 Penalty: 3004.352539
	Iteration 27Q: 3 clusters Score -1050682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1050692.250000 Penalty: 3004.352539
	Iteration 28Q: 3 clusters Score -1050692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1050702.375000 Penalty: 3004.352539
	Iteration 29Q: 3 clusters Score -1050702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1050719.000000 Penalty: 3004.352539
	Iteration 30Q: 3 clusters Score -1050719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1050733.625000 Penalty: 3004.352539
	Iteration 31Q: 3 clusters Score -1050734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1050751.625000 Penalty: 3004.352539
	Iteration 32Q: 3 clusters Score -1050752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1050771.125000 Penalty: 3004.352539
	Iteration 33Q: 3 clusters Score -1050771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1050799.625000 Penalty: 3004.352539
	Iteration 34Q: 3 clusters Score -1050800 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1050841.625000 Penalty: 3004.352539
	Iteration 35Q: 3 clusters Score -1050842 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1050898.625000 Penalty: 3004.352539
	Iteration 36Q: 3 clusters Score -1050899 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1050958.625000 Penalty: 3004.352539
	Iteration 37Q: 3 clusters Score -1050959 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1051022.500000 Penalty: 3004.352539
	Iteration 38Q: 3 clusters Score -1051022 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1051103.500000 Penalty: 3004.352539
	Iteration 39Q: 3 clusters Score -1051104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1051212.750000 Penalty: 3004.352539
	Iteration 40F: 3 clusters Score -1051213 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1051341.125000 Penalty: 3004.352539
	Iteration 41Q: 3 clusters Score -1051341 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1051488.375000 Penalty: 3004.352539
	Iteration 42Q: 3 clusters Score -1051488 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1051617.500000 Penalty: 3004.352539
	Iteration 43Q: 3 clusters Score -1051618 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1051699.125000 Penalty: 3004.352539
	Iteration 44Q: 3 clusters Score -1051699 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1051756.875000 Penalty: 3004.352539
	Iteration 45Q: 3 clusters Score -1051757 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1051806.500000 Penalty: 3004.352539
	Iteration 46Q: 3 clusters Score -1051806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1051857.125000 Penalty: 3004.352539
	Iteration 47Q: 3 clusters Score -1051857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1051896.375000 Penalty: 3004.352539
	Iteration 48Q: 3 clusters Score -1051896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1051935.875000 Penalty: 3004.352539
	Iteration 49Q: 3 clusters Score -1051936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1051971.125000 Penalty: 3004.352539
	Iteration 50Q: 3 clusters Score -1051971 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1052004.500000 Penalty: 3004.352539
	Iteration 51Q: 3 clusters Score -1052004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1052055.875000 Penalty: 3004.352539
	Iteration 52Q: 3 clusters Score -1052056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1052107.375000 Penalty: 3004.352539
	Iteration 53Q: 3 clusters Score -1052107 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1052148.875000 Penalty: 3004.352539
	Iteration 54Q: 3 clusters Score -1052149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1052189.125000 Penalty: 3004.352539
	Iteration 55Q: 3 clusters Score -1052189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1052215.875000 Penalty: 3004.352539
	Iteration 56Q: 3 clusters Score -1052216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1052245.250000 Penalty: 3004.352539
	Iteration 57Q: 3 clusters Score -1052245 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1052270.375000 Penalty: 3004.352539
	Iteration 58Q: 3 clusters Score -1052270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1052291.000000 Penalty: 3004.352539
	Iteration 59Q: 3 clusters Score -1052291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1052310.000000 Penalty: 3004.352539
	Iteration 60F: 3 clusters Score -1052310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1052323.750000 Penalty: 3004.352539
	Iteration 61Q: 3 clusters Score -1052324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1052339.125000 Penalty: 3004.352539
	Iteration 62Q: 3 clusters Score -1052339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1052356.625000 Penalty: 3004.352539
	Iteration 63Q: 3 clusters Score -1052357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1052369.875000 Penalty: 3004.352539
	Iteration 64Q: 3 clusters Score -1052370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1052379.750000 Penalty: 3004.352539
	Iteration 65Q: 3 clusters Score -1052380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1052393.875000 Penalty: 3004.352539
	Iteration 66Q: 3 clusters Score -1052394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1052406.500000 Penalty: 3004.352539
	Iteration 67Q: 3 clusters Score -1052406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1052415.750000 Penalty: 3004.352539
	Iteration 68Q: 3 clusters Score -1052416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1052424.875000 Penalty: 3004.352539
	Iteration 69Q: 3 clusters Score -1052425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1052436.750000 Penalty: 3004.352539
	Iteration 70Q: 3 clusters Score -1052437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1052449.750000 Penalty: 3004.352539
	Iteration 71Q: 3 clusters Score -1052450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1052458.750000 Penalty: 3004.352539
	Iteration 72Q: 3 clusters Score -1052459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1052466.875000 Penalty: 3004.352539
	Iteration 73Q: 3 clusters Score -1052467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1052472.750000 Penalty: 3004.352539
	Iteration 74Q: 3 clusters Score -1052473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1052476.625000 Penalty: 3004.352539
	Iteration 75Q: 3 clusters Score -1052477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1052483.000000 Penalty: 3004.352539
	Iteration 76Q: 3 clusters Score -1052483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1052485.375000 Penalty: 3004.352539
	Iteration 77Q: 3 clusters Score -1052485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1052491.500000 Penalty: 3004.352539
	Iteration 78Q: 3 clusters Score -1052492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1052497.625000 Penalty: 3004.352539
	Iteration 79Q: 3 clusters Score -1052498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1052501.125000 Penalty: 3004.352539
	Iteration 80F: 3 clusters Score -1052501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1052507.375000 Penalty: 3004.352539
	Iteration 81Q: 3 clusters Score -1052507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1052510.000000 Penalty: 3004.352539
	Iteration 82Q: 3 clusters Score -1052510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1052513.375000 Penalty: 3004.352539
	Iteration 83Q: 3 clusters Score -1052513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1052514.750000 Penalty: 3004.352539
	Iteration 84Q: 3 clusters Score -1052515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1052517.875000 Penalty: 3004.352539
	Iteration 85Q: 3 clusters Score -1052518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1052518.000000 Penalty: 3004.352539
	Iteration 86Q: 3 clusters Score -1052518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1052518.625000 Penalty: 3004.352539
	Iteration 87Q: 3 clusters Score -1052519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1052519.750000 Penalty: 3004.352539
	Iteration 88Q: 3 clusters Score -1052520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1052518.875000 Penalty: 3004.352539
	Iteration 89Q: 3 clusters Score -1052519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1052518.625000 Penalty: 3004.352539
	Iteration 90Q: 3 clusters Score -1052519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1052518.250000 Penalty: 3004.352539
	Iteration 91Q: 3 clusters Score -1052518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1052519.625000 Penalty: 3004.352539
	Iteration 92Q: 3 clusters Score -1052520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1052521.250000 Penalty: 3004.352539
	Iteration 93Q: 3 clusters Score -1052521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1052522.750000 Penalty: 3004.352539
	Iteration 94Q: 3 clusters Score -1052523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1052522.625000 Penalty: 3004.352539
	Iteration 95Q: 3 clusters Score -1052523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1052522.625000 Penalty: 3004.352539
	Iteration 96F: 3 clusters Score -1052523 nChanged 0
--- Evaluating fit on full set of 2920685 points ---
Entering Unmasked Estep 
Score: -301601536.000000 Penalty: 96767.640625
20->41 Clusters: Score -301601536.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 973561 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 3 contains 48730 members 
Mstep: Class 4 contains 48908 members 
Mstep: Class 5 contains 48440 members 
Mstep: Class 6 contains 48815 members 
Mstep: Class 7 contains 48718 members 
Mstep: Class 8 contains 48827 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 48351 members 
Mstep: Class 11 contains 48629 members 
Mstep: Class 12 contains 48859 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 48616 members 
Mstep: Class 15 contains 48457 members 
Mstep: Class 16 contains 48199 members 
Mstep: Class 17 contains 48324 members 
Mstep: Class 18 contains 48734 members 
Mstep: Class 19 contains 49124 members 
Mstep: Class 20 contains 49026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 947.007446 but Gain 2240.664062
Score: -95685056.000000 Penalty: 42572.660156
Iteration 0F: 20 clusters Score -9.568506e+07 nChanged 924473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1727 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 439014 members 
Mstep: Class 3 contains 15921 members 
Mstep: Class 5 contains 34838 members 
Mstep: Class 6 contains 23558 members 
Mstep: Class 7 contains 51021 members 
Mstep: Class 8 contains 58172 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 53022 members 
Mstep: Class 11 contains 34682 members 
Mstep: Class 12 contains 8445 members 
Mstep: Class 13 contains 23132 members 
Mstep: Class 14 contains 47294 members 
Mstep: Class 15 contains 8476 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 14555 members 
Mstep: Class 19 contains 79633 members 
Mstep: Class 20 contains 7217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98107096.000000 Penalty: 42572.660156
Iteration 1F: 20 clusters Score -9.81071e+07 nChanged 323884
Entering Unmasked Mstep 
Mstep: Class 0 contains 1504 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 489481 members 
Mstep: Class 3 contains 10250 members 
Mstep: Class 5 contains 32089 members 
Mstep: Class 6 contains 21445 members 
Mstep: Class 7 contains 49370 members 
Mstep: Class 8 contains 59987 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 48947 members 
Mstep: Class 11 contains 26807 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 12007 members 
Mstep: Class 14 contains 44207 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 13972 members 
Mstep: Class 18 contains 16651 members 
Mstep: Class 19 contains 69914 members 
Mstep: Class 20 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98811528.000000 Penalty: 42572.660156
Iteration 2F: 20 clusters Score -9.881153e+07 nChanged 232386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1290 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 449575 members 
Mstep: Class 3 contains 8366 members 
Mstep: Class 5 contains 42802 members 
Mstep: Class 6 contains 31204 members 
Mstep: Class 7 contains 59972 members 
Mstep: Class 8 contains 60170 members 
Mstep: Class 9 contains 2593 members 
Mstep: Class 10 contains 49740 members 
Mstep: Class 11 contains 23324 members 
Mstep: Class 12 contains 5789 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 38746 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 12465 members 
Mstep: Class 17 contains 27012 members 
Mstep: Class 18 contains 16032 members 
Mstep: Class 19 contains 65345 members 
Mstep: Class 20 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99352288.000000 Penalty: 42572.660156
Iteration 3F: 20 clusters Score -9.935229e+07 nChanged 233979
Entering Unmasked Mstep 
Mstep: Class 0 contains 904 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 342394 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 5 contains 58465 members 
Mstep: Class 6 contains 52375 members 
Mstep: Class 7 contains 98795 members 
Mstep: Class 8 contains 62964 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 52337 members 
Mstep: Class 11 contains 21512 members 
Mstep: Class 12 contains 16408 members 
Mstep: Class 13 contains 5979 members 
Mstep: Class 14 contains 36613 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 14081 members 
Mstep: Class 17 contains 50525 members 
Mstep: Class 18 contains 15027 members 
Mstep: Class 19 contains 59571 members 
Mstep: Class 20 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99865720.000000 Penalty: 42572.660156
Iteration 4F: 20 clusters Score -9.986572e+07 nChanged 226117
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 227810 members 
Mstep: Class 3 contains 6816 members 
Mstep: Class 5 contains 71237 members 
Mstep: Class 6 contains 66038 members 
Mstep: Class 7 contains 154260 members 
Mstep: Class 8 contains 64224 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 52609 members 
Mstep: Class 11 contains 19003 members 
Mstep: Class 12 contains 37236 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 32837 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 14099 members 
Mstep: Class 17 contains 77837 members 
Mstep: Class 18 contains 14581 members 
Mstep: Class 19 contains 51282 members 
Mstep: Class 20 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100255536.000000 Penalty: 42572.660156
Iteration 5F: 20 clusters Score -1.002555e+08 nChanged 189965
Entering Unmasked Mstep 
Mstep: Class 0 contains 529 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 153323 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 5 contains 81794 members 
Mstep: Class 6 contains 69426 members 
Mstep: Class 7 contains 202535 members 
Mstep: Class 8 contains 53605 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 52170 members 
Mstep: Class 11 contains 16977 members 
Mstep: Class 12 contains 58184 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 25509 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 96664 members 
Mstep: Class 18 contains 14135 members 
Mstep: Class 19 contains 44697 members 
Mstep: Class 20 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100475720.000000 Penalty: 42572.660156
Iteration 6F: 20 clusters Score -1.004757e+08 nChanged 146672
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 97098 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 5 contains 89054 members 
Mstep: Class 6 contains 75472 members 
Mstep: Class 7 contains 245603 members 
Mstep: Class 8 contains 41625 members 
Mstep: Class 9 contains 3777 members 
Mstep: Class 10 contains 51529 members 
Mstep: Class 11 contains 15113 members 
Mstep: Class 12 contains 72159 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 17189 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 14507 members 
Mstep: Class 17 contains 108193 members 
Mstep: Class 18 contains 13721 members 
Mstep: Class 19 contains 39786 members 
Mstep: Class 20 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100542656.000000 Penalty: 42572.660156
Iteration 7F: 20 clusters Score -1.005427e+08 nChanged 98997
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 64969 members 
Mstep: Class 3 contains 9395 members 
Mstep: Class 5 contains 93123 members 
Mstep: Class 6 contains 85735 members 
Mstep: Class 7 contains 262502 members 
Mstep: Class 8 contains 35189 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 51217 members 
Mstep: Class 11 contains 13864 members 
Mstep: Class 12 contains 81225 members 
Mstep: Class 13 contains 8700 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 2629 members 
Mstep: Class 16 contains 15674 members 
Mstep: Class 17 contains 114398 members 
Mstep: Class 18 contains 13224 members 
Mstep: Class 19 contains 35345 members 
Mstep: Class 20 contains 9326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100585808.000000 Penalty: 42572.660156
Iteration 8F: 20 clusters Score -1.005858e+08 nChanged 66836
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 46369 members 
Mstep: Class 3 contains 11770 members 
Mstep: Class 5 contains 94629 members 
Mstep: Class 6 contains 96033 members 
Mstep: Class 7 contains 270073 members 
Mstep: Class 8 contains 30081 members 
Mstep: Class 9 contains 4898 members 
Mstep: Class 10 contains 50488 members 
Mstep: Class 11 contains 13306 members 
Mstep: Class 12 contains 86289 members 
Mstep: Class 13 contains 9587 members 
Mstep: Class 14 contains 8223 members 
Mstep: Class 15 contains 2595 members 
Mstep: Class 16 contains 17571 members 
Mstep: Class 17 contains 117325 members 
Mstep: Class 18 contains 12822 members 
Mstep: Class 19 contains 30884 members 
Mstep: Class 20 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100621640.000000 Penalty: 42572.660156
Iteration 9F: 20 clusters Score -1.006216e+08 nChanged 50098
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 34672 members 
Mstep: Class 3 contains 14394 members 
Mstep: Class 5 contains 93929 members 
Mstep: Class 6 contains 105732 members 
Mstep: Class 7 contains 275080 members 
Mstep: Class 8 contains 25508 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 89000 members 
Mstep: Class 13 contains 10390 members 
Mstep: Class 14 contains 6529 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 19516 members 
Mstep: Class 17 contains 118795 members 
Mstep: Class 18 contains 12499 members 
Mstep: Class 19 contains 26690 members 
Mstep: Class 20 contains 11550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100646136.000000 Penalty: 42572.660156
Iteration 10F: 20 clusters Score -1.006461e+08 nChanged 39426
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 27290 members 
Mstep: Class 3 contains 17062 members 
Mstep: Class 5 contains 91743 members 
Mstep: Class 6 contains 114985 members 
Mstep: Class 7 contains 278229 members 
Mstep: Class 8 contains 21466 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 47755 members 
Mstep: Class 11 contains 13608 members 
Mstep: Class 12 contains 90494 members 
Mstep: Class 13 contains 11139 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 16 contains 21415 members 
Mstep: Class 17 contains 119555 members 
Mstep: Class 18 contains 12272 members 
Mstep: Class 19 contains 22969 members 
Mstep: Class 20 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100665960.000000 Penalty: 42572.660156
Iteration 11Q: 20 clusters Score -1.00666e+08 nChanged 32683
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 22458 members 
Mstep: Class 3 contains 19779 members 
Mstep: Class 5 contains 88991 members 
Mstep: Class 6 contains 123855 members 
Mstep: Class 7 contains 280131 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 46090 members 
Mstep: Class 11 contains 13833 members 
Mstep: Class 12 contains 91421 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 23281 members 
Mstep: Class 17 contains 119942 members 
Mstep: Class 18 contains 12122 members 
Mstep: Class 19 contains 20003 members 
Mstep: Class 20 contains 13651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100682080.000000 Penalty: 42572.660156
Iteration 12Q: 20 clusters Score -1.006821e+08 nChanged 28858
Entering Unmasked Mstep 
Mstep: Class 0 contains 474 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 19174 members 
Mstep: Class 3 contains 22405 members 
Mstep: Class 5 contains 85810 members 
Mstep: Class 6 contains 132685 members 
Mstep: Class 7 contains 281300 members 
Mstep: Class 8 contains 14660 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 44338 members 
Mstep: Class 11 contains 13924 members 
Mstep: Class 12 contains 92017 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 25161 members 
Mstep: Class 17 contains 120009 members 
Mstep: Class 18 contains 12034 members 
Mstep: Class 19 contains 17630 members 
Mstep: Class 20 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100696448.000000 Penalty: 42572.660156
Iteration 13Q: 20 clusters Score -1.006964e+08 nChanged 25924
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 16814 members 
Mstep: Class 3 contains 24836 members 
Mstep: Class 5 contains 82414 members 
Mstep: Class 6 contains 141520 members 
Mstep: Class 7 contains 281714 members 
Mstep: Class 8 contains 11973 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 92367 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 4368 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 26940 members 
Mstep: Class 17 contains 119806 members 
Mstep: Class 18 contains 12034 members 
Mstep: Class 19 contains 15801 members 
Mstep: Class 20 contains 15198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100708512.000000 Penalty: 42572.660156
Iteration 14Q: 20 clusters Score -1.007085e+08 nChanged 23527
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 15089 members 
Mstep: Class 3 contains 26914 members 
Mstep: Class 5 contains 78695 members 
Mstep: Class 6 contains 150387 members 
Mstep: Class 7 contains 281327 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 42429 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 92596 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 4364 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 28595 members 
Mstep: Class 17 contains 119526 members 
Mstep: Class 18 contains 12102 members 
Mstep: Class 19 contains 14319 members 
Mstep: Class 20 contains 15582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100719088.000000 Penalty: 42572.660156
Iteration 15Q: 20 clusters Score -1.007191e+08 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 13835 members 
Mstep: Class 3 contains 28730 members 
Mstep: Class 5 contains 74743 members 
Mstep: Class 6 contains 158911 members 
Mstep: Class 7 contains 280066 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 11 contains 13554 members 
Mstep: Class 12 contains 92727 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 30268 members 
Mstep: Class 17 contains 119135 members 
Mstep: Class 18 contains 12149 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 15735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100727192.000000 Penalty: 42572.660156
Iteration 16Q: 20 clusters Score -1.007272e+08 nChanged 18509
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 13129 members 
Mstep: Class 3 contains 30221 members 
Mstep: Class 5 contains 70996 members 
Mstep: Class 6 contains 166909 members 
Mstep: Class 7 contains 278206 members 
Mstep: Class 8 contains 6946 members 
Mstep: Class 9 contains 8077 members 
Mstep: Class 10 contains 42791 members 
Mstep: Class 11 contains 13292 members 
Mstep: Class 12 contains 92799 members 
Mstep: Class 13 contains 12930 members 
Mstep: Class 14 contains 4364 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 31740 members 
Mstep: Class 17 contains 118568 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 12152 members 
Mstep: Class 20 contains 15720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100734824.000000 Penalty: 42572.660156
Iteration 17Q: 20 clusters Score -1.007348e+08 nChanged 17176
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 12674 members 
Mstep: Class 3 contains 31491 members 
Mstep: Class 5 contains 67487 members 
Mstep: Class 6 contains 174326 members 
Mstep: Class 7 contains 275971 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 8393 members 
Mstep: Class 10 contains 43345 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 92847 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 4318 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 33087 members 
Mstep: Class 17 contains 117911 members 
Mstep: Class 18 contains 12244 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 15555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100742464.000000 Penalty: 42572.660156
Iteration 18Q: 20 clusters Score -1.007425e+08 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 12510 members 
Mstep: Class 3 contains 32503 members 
Mstep: Class 5 contains 64122 members 
Mstep: Class 6 contains 181187 members 
Mstep: Class 7 contains 273346 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 8663 members 
Mstep: Class 10 contains 44038 members 
Mstep: Class 11 contains 12643 members 
Mstep: Class 12 contains 92852 members 
Mstep: Class 13 contains 13865 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 34283 members 
Mstep: Class 17 contains 117250 members 
Mstep: Class 18 contains 12218 members 
Mstep: Class 19 contains 10653 members 
Mstep: Class 20 contains 15333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100750312.000000 Penalty: 42572.660156
Iteration 19Q: 20 clusters Score -1.007503e+08 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 33339 members 
Mstep: Class 5 contains 60935 members 
Mstep: Class 6 contains 187283 members 
Mstep: Class 7 contains 270471 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 10 contains 44726 members 
Mstep: Class 11 contains 12352 members 
Mstep: Class 12 contains 92853 members 
Mstep: Class 13 contains 14601 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 35467 members 
Mstep: Class 17 contains 116736 members 
Mstep: Class 18 contains 12199 members 
Mstep: Class 19 contains 10111 members 
Mstep: Class 20 contains 14998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100756296.000000 Penalty: 42572.660156
Iteration 20F: 20 clusters Score -1.007563e+08 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 12717 members 
Mstep: Class 3 contains 34195 members 
Mstep: Class 5 contains 58090 members 
Mstep: Class 6 contains 192223 members 
Mstep: Class 7 contains 267511 members 
Mstep: Class 8 contains 6774 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 45478 members 
Mstep: Class 11 contains 11979 members 
Mstep: Class 12 contains 92848 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 2595 members 
Mstep: Class 16 contains 36678 members 
Mstep: Class 17 contains 116315 members 
Mstep: Class 18 contains 12174 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 14578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100761408.000000 Penalty: 42572.660156
Iteration 21Q: 20 clusters Score -1.007614e+08 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 461 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 13004 members 
Mstep: Class 3 contains 34875 members 
Mstep: Class 5 contains 55780 members 
Mstep: Class 6 contains 195648 members 
Mstep: Class 7 contains 264840 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 46228 members 
Mstep: Class 11 contains 11684 members 
Mstep: Class 12 contains 92783 members 
Mstep: Class 13 contains 16282 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 16 contains 38169 members 
Mstep: Class 17 contains 115978 members 
Mstep: Class 18 contains 12135 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 14170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100764760.000000 Penalty: 42572.660156
Iteration 22Q: 20 clusters Score -1.007648e+08 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 13319 members 
Mstep: Class 3 contains 35484 members 
Mstep: Class 5 contains 53848 members 
Mstep: Class 6 contains 197891 members 
Mstep: Class 7 contains 262379 members 
Mstep: Class 8 contains 7710 members 
Mstep: Class 9 contains 9609 members 
Mstep: Class 10 contains 46926 members 
Mstep: Class 11 contains 11449 members 
Mstep: Class 12 contains 92711 members 
Mstep: Class 13 contains 17207 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 39792 members 
Mstep: Class 17 contains 115761 members 
Mstep: Class 18 contains 12118 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100768080.000000 Penalty: 42572.660156
Iteration 23Q: 20 clusters Score -1.007681e+08 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 13648 members 
Mstep: Class 3 contains 36026 members 
Mstep: Class 5 contains 52063 members 
Mstep: Class 6 contains 199454 members 
Mstep: Class 7 contains 259966 members 
Mstep: Class 8 contains 8180 members 
Mstep: Class 9 contains 9730 members 
Mstep: Class 10 contains 47612 members 
Mstep: Class 11 contains 11207 members 
Mstep: Class 12 contains 92620 members 
Mstep: Class 13 contains 18115 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 2618 members 
Mstep: Class 16 contains 41634 members 
Mstep: Class 17 contains 115626 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 13366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100770984.000000 Penalty: 42572.660156
Iteration 24Q: 20 clusters Score -1.00771e+08 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 36459 members 
Mstep: Class 5 contains 50442 members 
Mstep: Class 6 contains 200592 members 
Mstep: Class 7 contains 257578 members 
Mstep: Class 8 contains 8643 members 
Mstep: Class 9 contains 9783 members 
Mstep: Class 10 contains 48297 members 
Mstep: Class 11 contains 11020 members 
Mstep: Class 12 contains 92523 members 
Mstep: Class 13 contains 18947 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 16 contains 43688 members 
Mstep: Class 17 contains 115493 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 9246 members 
Mstep: Class 20 contains 13008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100774520.000000 Penalty: 42572.660156
Iteration 25Q: 20 clusters Score -1.007745e+08 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 36822 members 
Mstep: Class 5 contains 48956 members 
Mstep: Class 6 contains 201506 members 
Mstep: Class 7 contains 255322 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 9775 members 
Mstep: Class 10 contains 48959 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 92434 members 
Mstep: Class 13 contains 19702 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 16 contains 45693 members 
Mstep: Class 17 contains 115358 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 9155 members 
Mstep: Class 20 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100778152.000000 Penalty: 42572.660156
Iteration 26Q: 20 clusters Score -1.007782e+08 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 14597 members 
Mstep: Class 3 contains 37100 members 
Mstep: Class 5 contains 47628 members 
Mstep: Class 6 contains 202076 members 
Mstep: Class 7 contains 253206 members 
Mstep: Class 8 contains 9576 members 
Mstep: Class 9 contains 9746 members 
Mstep: Class 10 contains 49545 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 92320 members 
Mstep: Class 13 contains 20349 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 16 contains 47830 members 
Mstep: Class 17 contains 115233 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 12365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100781192.000000 Penalty: 42572.660156
Iteration 27Q: 20 clusters Score -1.007812e+08 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 14860 members 
Mstep: Class 3 contains 37258 members 
Mstep: Class 5 contains 46518 members 
Mstep: Class 6 contains 202416 members 
Mstep: Class 7 contains 251075 members 
Mstep: Class 8 contains 10014 members 
Mstep: Class 9 contains 9670 members 
Mstep: Class 10 contains 50155 members 
Mstep: Class 11 contains 10932 members 
Mstep: Class 12 contains 92210 members 
Mstep: Class 13 contains 21006 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 2625 members 
Mstep: Class 16 contains 49912 members 
Mstep: Class 17 contains 115109 members 
Mstep: Class 18 contains 12250 members 
Mstep: Class 19 contains 9059 members 
Mstep: Class 20 contains 12091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100784360.000000 Penalty: 42572.660156
Iteration 28Q: 20 clusters Score -1.007844e+08 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 15095 members 
Mstep: Class 3 contains 37364 members 
Mstep: Class 5 contains 45524 members 
Mstep: Class 6 contains 202723 members 
Mstep: Class 7 contains 248984 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 9577 members 
Mstep: Class 10 contains 50753 members 
Mstep: Class 11 contains 10999 members 
Mstep: Class 12 contains 92112 members 
Mstep: Class 13 contains 21633 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 51836 members 
Mstep: Class 17 contains 114998 members 
Mstep: Class 18 contains 12264 members 
Mstep: Class 19 contains 9024 members 
Mstep: Class 20 contains 11863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100788776.000000 Penalty: 42572.660156
Iteration 29Q: 20 clusters Score -1.007888e+08 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 15294 members 
Mstep: Class 3 contains 37422 members 
Mstep: Class 5 contains 44681 members 
Mstep: Class 6 contains 202941 members 
Mstep: Class 7 contains 246960 members 
Mstep: Class 8 contains 10815 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 51314 members 
Mstep: Class 11 contains 11120 members 
Mstep: Class 12 contains 92018 members 
Mstep: Class 13 contains 22258 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 16 contains 53686 members 
Mstep: Class 17 contains 114872 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 8982 members 
Mstep: Class 20 contains 11654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100792400.000000 Penalty: 42572.660156
Iteration 30Q: 20 clusters Score -1.007924e+08 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 15477 members 
Mstep: Class 3 contains 37511 members 
Mstep: Class 5 contains 43904 members 
Mstep: Class 6 contains 203020 members 
Mstep: Class 7 contains 244821 members 
Mstep: Class 8 contains 11236 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 51745 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 91915 members 
Mstep: Class 13 contains 22771 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 55704 members 
Mstep: Class 17 contains 114777 members 
Mstep: Class 18 contains 12320 members 
Mstep: Class 19 contains 8959 members 
Mstep: Class 20 contains 11490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100796912.000000 Penalty: 42572.660156
Iteration 31Q: 20 clusters Score -1.007969e+08 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 15555 members 
Mstep: Class 3 contains 37583 members 
Mstep: Class 5 contains 43281 members 
Mstep: Class 6 contains 203009 members 
Mstep: Class 7 contains 242710 members 
Mstep: Class 8 contains 11640 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 52163 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 91834 members 
Mstep: Class 13 contains 23136 members 
Mstep: Class 14 contains 4370 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 57814 members 
Mstep: Class 17 contains 114695 members 
Mstep: Class 18 contains 12354 members 
Mstep: Class 19 contains 8946 members 
Mstep: Class 20 contains 11325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100801520.000000 Penalty: 42572.660156
Iteration 32Q: 20 clusters Score -1.008015e+08 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 15617 members 
Mstep: Class 3 contains 37678 members 
Mstep: Class 5 contains 42755 members 
Mstep: Class 6 contains 202940 members 
Mstep: Class 7 contains 240380 members 
Mstep: Class 8 contains 12054 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 52523 members 
Mstep: Class 11 contains 11452 members 
Mstep: Class 12 contains 91756 members 
Mstep: Class 13 contains 23429 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 60143 members 
Mstep: Class 17 contains 114637 members 
Mstep: Class 18 contains 12380 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 11174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100805656.000000 Penalty: 42572.660156
Iteration 33Q: 20 clusters Score -1.008057e+08 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 15623 members 
Mstep: Class 3 contains 37812 members 
Mstep: Class 5 contains 42302 members 
Mstep: Class 6 contains 202769 members 
Mstep: Class 7 contains 237948 members 
Mstep: Class 8 contains 12458 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 52886 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 91709 members 
Mstep: Class 13 contains 23623 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 62676 members 
Mstep: Class 17 contains 114572 members 
Mstep: Class 18 contains 12389 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 11043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100809664.000000 Penalty: 42572.660156
Iteration 34Q: 20 clusters Score -1.008097e+08 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 15617 members 
Mstep: Class 3 contains 37960 members 
Mstep: Class 5 contains 41883 members 
Mstep: Class 6 contains 202498 members 
Mstep: Class 7 contains 235525 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 8755 members 
Mstep: Class 10 contains 53286 members 
Mstep: Class 11 contains 11597 members 
Mstep: Class 12 contains 91688 members 
Mstep: Class 13 contains 23762 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 16 contains 65317 members 
Mstep: Class 17 contains 114545 members 
Mstep: Class 18 contains 12385 members 
Mstep: Class 19 contains 8927 members 
Mstep: Class 20 contains 10908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100814088.000000 Penalty: 42572.660156
Iteration 35Q: 20 clusters Score -1.008141e+08 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 15639 members 
Mstep: Class 3 contains 38122 members 
Mstep: Class 5 contains 41506 members 
Mstep: Class 6 contains 202051 members 
Mstep: Class 7 contains 232954 members 
Mstep: Class 8 contains 13087 members 
Mstep: Class 9 contains 8569 members 
Mstep: Class 10 contains 53646 members 
Mstep: Class 11 contains 11646 members 
Mstep: Class 12 contains 91660 members 
Mstep: Class 13 contains 23868 members 
Mstep: Class 14 contains 4386 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 68267 members 
Mstep: Class 17 contains 114517 members 
Mstep: Class 18 contains 12367 members 
Mstep: Class 19 contains 8916 members 
Mstep: Class 20 contains 10794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100818656.000000 Penalty: 42572.660156
Iteration 36Q: 20 clusters Score -1.008187e+08 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 15681 members 
Mstep: Class 3 contains 38287 members 
Mstep: Class 5 contains 41149 members 
Mstep: Class 6 contains 201426 members 
Mstep: Class 7 contains 230156 members 
Mstep: Class 8 contains 13368 members 
Mstep: Class 9 contains 8403 members 
Mstep: Class 10 contains 53979 members 
Mstep: Class 11 contains 11690 members 
Mstep: Class 12 contains 91633 members 
Mstep: Class 13 contains 23942 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 71584 members 
Mstep: Class 17 contains 114486 members 
Mstep: Class 18 contains 12360 members 
Mstep: Class 19 contains 8904 members 
Mstep: Class 20 contains 10678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100823088.000000 Penalty: 42572.660156
Iteration 37Q: 20 clusters Score -1.008231e+08 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 15709 members 
Mstep: Class 3 contains 38451 members 
Mstep: Class 5 contains 40819 members 
Mstep: Class 6 contains 200782 members 
Mstep: Class 7 contains 227229 members 
Mstep: Class 8 contains 13594 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 54278 members 
Mstep: Class 11 contains 11721 members 
Mstep: Class 12 contains 91608 members 
Mstep: Class 13 contains 23996 members 
Mstep: Class 14 contains 4391 members 
Mstep: Class 15 contains 2628 members 
Mstep: Class 16 contains 75121 members 
Mstep: Class 17 contains 114456 members 
Mstep: Class 18 contains 12357 members 
Mstep: Class 19 contains 8894 members 
Mstep: Class 20 contains 10574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100827592.000000 Penalty: 42572.660156
Iteration 38Q: 20 clusters Score -1.008276e+08 nChanged 7487
Entering ConstructFrom: 
Score: -100827592.000000 Penalty: 42572.660156
Entering ConstructFrom: 
Trying to split cluster 1 (18171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Entering Unmasked Estep 
Score: -1836997.875000 Penalty: 1593.732056
	Iteration 0F: 2 clusters Score -1836998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1824570.000000 Penalty: 3187.464111
	Iteration 0F: 3 clusters Score -1824570 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1829366.375000 Penalty: 3187.464111
	Iteration 1F: 3 clusters Score -1829366 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1829972.750000 Penalty: 3187.464111
	Iteration 2F: 3 clusters Score -1829973 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1830719.125000 Penalty: 3187.464111
	Iteration 3F: 3 clusters Score -1830719 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1831669.000000 Penalty: 3187.464111
	Iteration 4F: 3 clusters Score -1831669 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1832749.000000 Penalty: 3187.464111
	Iteration 5F: 3 clusters Score -1832749 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1833715.375000 Penalty: 3187.464111
	Iteration 6F: 3 clusters Score -1833715 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1834412.500000 Penalty: 3187.464111
	Iteration 7F: 3 clusters Score -1834412 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1834868.875000 Penalty: 3187.464111
	Iteration 8Q: 3 clusters Score -1834869 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1835209.125000 Penalty: 3187.464111
	Iteration 9Q: 3 clusters Score -1835209 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1835499.375000 Penalty: 3187.464111
	Iteration 10Q: 3 clusters Score -1835499 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1835752.000000 Penalty: 3187.464111
	Iteration 11Q: 3 clusters Score -1835752 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1835949.625000 Penalty: 3187.464111
	Iteration 12Q: 3 clusters Score -1835950 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1836154.375000 Penalty: 3187.464111
	Iteration 13Q: 3 clusters Score -1836154 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1836320.125000 Penalty: 3187.464111
	Iteration 14Q: 3 clusters Score -1836320 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1836429.000000 Penalty: 3187.464111
	Iteration 15Q: 3 clusters Score -1836429 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1836479.250000 Penalty: 3187.464111
	Iteration 16Q: 3 clusters Score -1836479 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1836524.375000 Penalty: 3187.464111
	Iteration 17Q: 3 clusters Score -1836524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1836547.875000 Penalty: 3187.464111
	Iteration 18Q: 3 clusters Score -1836548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1836558.625000 Penalty: 3187.464111
	Iteration 19Q: 3 clusters Score -1836559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1836569.625000 Penalty: 3187.464111
	Iteration 20F: 3 clusters Score -1836570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1836575.750000 Penalty: 3187.464111
	Iteration 21Q: 3 clusters Score -1836576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1836587.500000 Penalty: 3187.464111
	Iteration 22Q: 3 clusters Score -1836588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1836602.500000 Penalty: 3187.464111
	Iteration 23Q: 3 clusters Score -1836602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1836612.625000 Penalty: 3187.464111
	Iteration 24Q: 3 clusters Score -1836613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1836614.625000 Penalty: 3187.464111
	Iteration 25Q: 3 clusters Score -1836615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1836624.750000 Penalty: 3187.464111
	Iteration 26Q: 3 clusters Score -1836625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1836620.625000 Penalty: 3187.464111
	Iteration 27Q: 3 clusters Score -1836621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1836623.000000 Penalty: 3187.464111
	Iteration 28Q: 3 clusters Score -1836623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1836628.000000 Penalty: 3187.464111
	Iteration 29Q: 3 clusters Score -1836628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1836626.500000 Penalty: 3187.464111
	Iteration 30Q: 3 clusters Score -1836626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1836626.375000 Penalty: 3187.464111
	Iteration 31Q: 3 clusters Score -1836626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1836625.875000 Penalty: 3187.464111
	Iteration 32Q: 3 clusters Score -1836626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1836629.750000 Penalty: 3187.464111
	Iteration 33Q: 3 clusters Score -1836630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1836624.000000 Penalty: 3187.464111
	Iteration 34Q: 3 clusters Score -1836624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1836625.750000 Penalty: 3187.464111
	Iteration 35Q: 3 clusters Score -1836626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1836623.750000 Penalty: 3187.464111
	Iteration 36Q: 3 clusters Score -1836624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1836625.500000 Penalty: 3187.464111
	Iteration 37Q: 3 clusters Score -1836626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1836624.875000 Penalty: 3187.464111
	Iteration 38Q: 3 clusters Score -1836625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1836626.000000 Penalty: 3187.464111
	Iteration 39Q: 3 clusters Score -1836626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1836626.000000 Penalty: 3187.464111
	Iteration 40F: 3 clusters Score -1836626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Entering Unmasked Estep 
Score: -1700481.125000 Penalty: 1570.269653
	Iteration 0F: 2 clusters Score -1700481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1689633.000000 Penalty: 3140.539307
	Iteration 0F: 3 clusters Score -1689633 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1693419.750000 Penalty: 3140.539307
	Iteration 1F: 3 clusters Score -1693420 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1693696.500000 Penalty: 3140.539307
	Iteration 2F: 3 clusters Score -1693696 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1693908.750000 Penalty: 3140.539307
	Iteration 3Q: 3 clusters Score -1693909 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1694060.875000 Penalty: 3140.539307
	Iteration 4Q: 3 clusters Score -1694061 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1694203.375000 Penalty: 3140.539307
	Iteration 5Q: 3 clusters Score -1694203 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1694344.000000 Penalty: 3140.539307
	Iteration 6Q: 3 clusters Score -1694344 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1694520.250000 Penalty: 3140.539307
	Iteration 7Q: 3 clusters Score -1694520 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1694704.375000 Penalty: 3140.539307
	Iteration 8Q: 3 clusters Score -1694704 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1694947.875000 Penalty: 3140.539307
	Iteration 9Q: 3 clusters Score -1694948 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1695296.875000 Penalty: 3140.539307
	Iteration 10Q: 3 clusters Score -1695297 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1695805.000000 Penalty: 3140.539307
	Iteration 11Q: 3 clusters Score -1695805 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1696492.250000 Penalty: 3140.539307
	Iteration 12F: 3 clusters Score -1696492 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1697189.000000 Penalty: 3140.539307
	Iteration 13F: 3 clusters Score -1697189 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1697674.750000 Penalty: 3140.539307
	Iteration 14F: 3 clusters Score -1697675 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1697918.625000 Penalty: 3140.539307
	Iteration 15Q: 3 clusters Score -1697919 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1698026.625000 Penalty: 3140.539307
	Iteration 16Q: 3 clusters Score -1698027 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1698070.625000 Penalty: 3140.539307
	Iteration 17Q: 3 clusters Score -1698071 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1698102.750000 Penalty: 3140.539307
	Iteration 18Q: 3 clusters Score -1698103 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1698128.750000 Penalty: 3140.539307
	Iteration 19Q: 3 clusters Score -1698129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1698156.000000 Penalty: 3140.539307
	Iteration 20F: 3 clusters Score -1698156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1698187.500000 Penalty: 3140.539307
	Iteration 21Q: 3 clusters Score -1698188 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1698208.625000 Penalty: 3140.539307
	Iteration 22Q: 3 clusters Score -1698209 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1698230.250000 Penalty: 3140.539307
	Iteration 23Q: 3 clusters Score -1698230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1698241.750000 Penalty: 3140.539307
	Iteration 24Q: 3 clusters Score -1698242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1698261.375000 Penalty: 3140.539307
	Iteration 25Q: 3 clusters Score -1698261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1698280.125000 Penalty: 3140.539307
	Iteration 26Q: 3 clusters Score -1698280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1698286.500000 Penalty: 3140.539307
	Iteration 27Q: 3 clusters Score -1698286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1698296.500000 Penalty: 3140.539307
	Iteration 28Q: 3 clusters Score -1698296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1698306.000000 Penalty: 3140.539307
	Iteration 29Q: 3 clusters Score -1698306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1698307.750000 Penalty: 3140.539307
	Iteration 30Q: 3 clusters Score -1698308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1698309.875000 Penalty: 3140.539307
	Iteration 31Q: 3 clusters Score -1698310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1698309.125000 Penalty: 3140.539307
	Iteration 32Q: 3 clusters Score -1698309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1698316.500000 Penalty: 3140.539307
	Iteration 33Q: 3 clusters Score -1698316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1698318.375000 Penalty: 3140.539307
	Iteration 34Q: 3 clusters Score -1698318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1698321.500000 Penalty: 3140.539307
	Iteration 35Q: 3 clusters Score -1698322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1698328.750000 Penalty: 3140.539307
	Iteration 36Q: 3 clusters Score -1698329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1698328.875000 Penalty: 3140.539307
	Iteration 37Q: 3 clusters Score -1698329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1698334.875000 Penalty: 3140.539307
	Iteration 38Q: 3 clusters Score -1698335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1698339.375000 Penalty: 3140.539307
	Iteration 39Q: 3 clusters Score -1698339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1698347.000000 Penalty: 3140.539307
	Iteration 40F: 3 clusters Score -1698347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1698352.625000 Penalty: 3140.539307
	Iteration 41Q: 3 clusters Score -1698353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1698360.125000 Penalty: 3140.539307
	Iteration 42Q: 3 clusters Score -1698360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1698377.250000 Penalty: 3140.539307
	Iteration 43Q: 3 clusters Score -1698377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1698384.750000 Penalty: 3140.539307
	Iteration 44Q: 3 clusters Score -1698385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1698385.500000 Penalty: 3140.539307
	Iteration 45Q: 3 clusters Score -1698386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1698399.750000 Penalty: 3140.539307
	Iteration 46Q: 3 clusters Score -1698400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1698410.875000 Penalty: 3140.539307
	Iteration 47Q: 3 clusters Score -1698411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1698412.250000 Penalty: 3140.539307
	Iteration 48Q: 3 clusters Score -1698412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1698427.625000 Penalty: 3140.539307
	Iteration 49Q: 3 clusters Score -1698428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1698436.500000 Penalty: 3140.539307
	Iteration 50Q: 3 clusters Score -1698436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1698436.375000 Penalty: 3140.539307
	Iteration 51Q: 3 clusters Score -1698436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1698443.125000 Penalty: 3140.539307
	Iteration 52Q: 3 clusters Score -1698443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1698447.375000 Penalty: 3140.539307
	Iteration 53Q: 3 clusters Score -1698447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1698451.375000 Penalty: 3140.539307
	Iteration 54Q: 3 clusters Score -1698451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1698448.750000 Penalty: 3140.539307
	Iteration 55Q: 3 clusters Score -1698449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1698451.875000 Penalty: 3140.539307
	Iteration 56Q: 3 clusters Score -1698452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1698455.625000 Penalty: 3140.539307
	Iteration 57Q: 3 clusters Score -1698456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1698458.875000 Penalty: 3140.539307
	Iteration 58Q: 3 clusters Score -1698459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1698457.875000 Penalty: 3140.539307
	Iteration 59Q: 3 clusters Score -1698458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1698463.875000 Penalty: 3140.539307
	Iteration 60F: 3 clusters Score -1698464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1698467.375000 Penalty: 3140.539307
	Iteration 61Q: 3 clusters Score -1698467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1698471.125000 Penalty: 3140.539307
	Iteration 62Q: 3 clusters Score -1698471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1698472.625000 Penalty: 3140.539307
	Iteration 63Q: 3 clusters Score -1698473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1698477.375000 Penalty: 3140.539307
	Iteration 64Q: 3 clusters Score -1698477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1698476.375000 Penalty: 3140.539307
	Iteration 65Q: 3 clusters Score -1698476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1698479.875000 Penalty: 3140.539307
	Iteration 66Q: 3 clusters Score -1698480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1698483.125000 Penalty: 3140.539307
	Iteration 67Q: 3 clusters Score -1698483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1698486.250000 Penalty: 3140.539307
	Iteration 68Q: 3 clusters Score -1698486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1698486.875000 Penalty: 3140.539307
	Iteration 69Q: 3 clusters Score -1698487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1698486.125000 Penalty: 3140.539307
	Iteration 70Q: 3 clusters Score -1698486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1698488.375000 Penalty: 3140.539307
	Iteration 71Q: 3 clusters Score -1698488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1698489.500000 Penalty: 3140.539307
	Iteration 72Q: 3 clusters Score -1698490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1698486.000000 Penalty: 3140.539307
	Iteration 73Q: 3 clusters Score -1698486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1698486.375000 Penalty: 3140.539307
	Iteration 74Q: 3 clusters Score -1698486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1698488.000000 Penalty: 3140.539307
	Iteration 75Q: 3 clusters Score -1698488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1698490.000000 Penalty: 3140.539307
	Iteration 76Q: 3 clusters Score -1698490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1698488.375000 Penalty: 3140.539307
	Iteration 77Q: 3 clusters Score -1698488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1698493.750000 Penalty: 3140.539307
	Iteration 78Q: 3 clusters Score -1698494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1698493.625000 Penalty: 3140.539307
	Iteration 79Q: 3 clusters Score -1698494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1698493.125000 Penalty: 3140.539307
	Iteration 80F: 3 clusters Score -1698493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1698493.000000 Penalty: 3140.539307
	Iteration 81Q: 3 clusters Score -1698493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1698493.000000 Penalty: 3140.539307
	Iteration 82Q: 3 clusters Score -1698493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1698491.000000 Penalty: 3140.539307
	Iteration 83Q: 3 clusters Score -1698491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1698490.125000 Penalty: 3140.539307
	Iteration 84Q: 3 clusters Score -1698490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1698491.625000 Penalty: 3140.539307
	Iteration 85Q: 3 clusters Score -1698492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1698492.500000 Penalty: 3140.539307
	Iteration 86Q: 3 clusters Score -1698492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1698493.000000 Penalty: 3140.539307
	Iteration 87Q: 3 clusters Score -1698493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1698496.000000 Penalty: 3140.539307
	Iteration 88Q: 3 clusters Score -1698496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1698496.000000 Penalty: 3140.539307
	Iteration 89F: 3 clusters Score -1698496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Entering Unmasked Estep 
Score: -4067606.750000 Penalty: 1716.079590
	Iteration 0F: 2 clusters Score -4067607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4041676.000000 Penalty: 3432.159180
	Iteration 0F: 3 clusters Score -4041676 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4051918.500000 Penalty: 3432.159180
	Iteration 1F: 3 clusters Score -4051918 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4052691.500000 Penalty: 3432.159180
	Iteration 2Q: 3 clusters Score -4052692 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4053790.750000 Penalty: 3432.159180
	Iteration 3F: 3 clusters Score -4053791 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4055432.500000 Penalty: 3432.159180
	Iteration 4F: 3 clusters Score -4055432 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -4057729.500000 Penalty: 3432.159180
	Iteration 5F: 3 clusters Score -4057730 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4060453.500000 Penalty: 3432.159180
	Iteration 6F: 3 clusters Score -4060454 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4062960.250000 Penalty: 3432.159180
	Iteration 7F: 3 clusters Score -4062960 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -4064901.750000 Penalty: 3432.159180
	Iteration 8F: 3 clusters Score -4064902 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -4065977.500000 Penalty: 3432.159180
	Iteration 9Q: 3 clusters Score -4065978 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4066459.000000 Penalty: 3432.159180
	Iteration 10Q: 3 clusters Score -4066459 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4066717.750000 Penalty: 3432.159180
	Iteration 11Q: 3 clusters Score -4066718 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4066873.500000 Penalty: 3432.159180
	Iteration 12Q: 3 clusters Score -4066874 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4066962.500000 Penalty: 3432.159180
	Iteration 13Q: 3 clusters Score -4066962 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4067020.500000 Penalty: 3432.159180
	Iteration 14Q: 3 clusters Score -4067020 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4067049.000000 Penalty: 3432.159180
	Iteration 15Q: 3 clusters Score -4067049 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4067080.500000 Penalty: 3432.159180
	Iteration 16Q: 3 clusters Score -4067080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4067083.000000 Penalty: 3432.159180
	Iteration 17Q: 3 clusters Score -4067083 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4067093.500000 Penalty: 3432.159180
	Iteration 18Q: 3 clusters Score -4067094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4067108.500000 Penalty: 3432.159180
	Iteration 19Q: 3 clusters Score -4067108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4067102.500000 Penalty: 3432.159180
	Iteration 20F: 3 clusters Score -4067102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4067121.250000 Penalty: 3432.159180
	Iteration 21Q: 3 clusters Score -4067121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4067115.500000 Penalty: 3432.159180
	Iteration 22Q: 3 clusters Score -4067116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -4067113.500000 Penalty: 3432.159180
	Iteration 23Q: 3 clusters Score -4067114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4067132.500000 Penalty: 3432.159180
	Iteration 24Q: 3 clusters Score -4067132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4067147.500000 Penalty: 3432.159180
	Iteration 25Q: 3 clusters Score -4067148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4067144.250000 Penalty: 3432.159180
	Iteration 26Q: 3 clusters Score -4067144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4067138.000000 Penalty: 3432.159180
	Iteration 27Q: 3 clusters Score -4067138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4067147.250000 Penalty: 3432.159180
	Iteration 28Q: 3 clusters Score -4067147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4067136.000000 Penalty: 3432.159180
	Iteration 29Q: 3 clusters Score -4067136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4067140.500000 Penalty: 3432.159180
	Iteration 30Q: 3 clusters Score -4067140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4067141.500000 Penalty: 3432.159180
	Iteration 31Q: 3 clusters Score -4067142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4067136.250000 Penalty: 3432.159180
	Iteration 32Q: 3 clusters Score -4067136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4067137.750000 Penalty: 3432.159180
	Iteration 33Q: 3 clusters Score -4067138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4067139.750000 Penalty: 3432.159180
	Iteration 34Q: 3 clusters Score -4067140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4067146.250000 Penalty: 3432.159180
	Iteration 35Q: 3 clusters Score -4067146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4067149.250000 Penalty: 3432.159180
	Iteration 36Q: 3 clusters Score -4067149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4067152.500000 Penalty: 3432.159180
	Iteration 37Q: 3 clusters Score -4067152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -4067154.000000 Penalty: 3432.159180
	Iteration 38Q: 3 clusters Score -4067154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4067154.000000 Penalty: 3432.159180
	Iteration 39Q: 3 clusters Score -4067154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4067157.500000 Penalty: 3432.159180
	Iteration 40F: 3 clusters Score -4067158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4067154.000000 Penalty: 3432.159180
	Iteration 41Q: 3 clusters Score -4067154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4067158.000000 Penalty: 3432.159180
	Iteration 42Q: 3 clusters Score -4067158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4067163.000000 Penalty: 3432.159180
	Iteration 43Q: 3 clusters Score -4067163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4067165.250000 Penalty: 3432.159180
	Iteration 44Q: 3 clusters Score -4067165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4067164.500000 Penalty: 3432.159180
	Iteration 45Q: 3 clusters Score -4067164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -4067160.500000 Penalty: 3432.159180
	Iteration 46Q: 3 clusters Score -4067160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4067161.750000 Penalty: 3432.159180
	Iteration 47Q: 3 clusters Score -4067162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4067166.750000 Penalty: 3432.159180
	Iteration 48Q: 3 clusters Score -4067167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4067159.000000 Penalty: 3432.159180
	Iteration 49Q: 3 clusters Score -4067159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4067161.000000 Penalty: 3432.159180
	Iteration 50Q: 3 clusters Score -4067161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4067159.000000 Penalty: 3432.159180
	Iteration 51Q: 3 clusters Score -4067159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4067163.000000 Penalty: 3432.159180
	Iteration 52Q: 3 clusters Score -4067163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4067167.250000 Penalty: 3432.159180
	Iteration 53Q: 3 clusters Score -4067167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4067167.750000 Penalty: 3432.159180
	Iteration 54Q: 3 clusters Score -4067168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4067165.000000 Penalty: 3432.159180
	Iteration 55Q: 3 clusters Score -4067165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4067168.000000 Penalty: 3432.159180
	Iteration 56Q: 3 clusters Score -4067168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4067167.500000 Penalty: 3432.159180
	Iteration 57Q: 3 clusters Score -4067168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4067168.750000 Penalty: 3432.159180
	Iteration 58Q: 3 clusters Score -4067169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -4067166.000000 Penalty: 3432.159180
	Iteration 59Q: 3 clusters Score -4067166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4067169.250000 Penalty: 3432.159180
	Iteration 60F: 3 clusters Score -4067169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4067165.750000 Penalty: 3432.159180
	Iteration 61Q: 3 clusters Score -4067166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4067162.750000 Penalty: 3432.159180
	Iteration 62Q: 3 clusters Score -4067163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4067165.750000 Penalty: 3432.159180
	Iteration 63Q: 3 clusters Score -4067166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4067165.750000 Penalty: 3432.159180
	Iteration 64F: 3 clusters Score -4067166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Entering Unmasked Estep 
Score: -4221892.000000 Penalty: 1724.044067
	Iteration 0F: 2 clusters Score -4221892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4194454.500000 Penalty: 3448.088135
	Iteration 0F: 3 clusters Score -4194454 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4205632.500000 Penalty: 3448.088135
	Iteration 1F: 3 clusters Score -4205632 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -4206636.000000 Penalty: 3448.088135
	Iteration 2F: 3 clusters Score -4206636 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4208427.500000 Penalty: 3448.088135
	Iteration 3F: 3 clusters Score -4208428 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4211329.500000 Penalty: 3448.088135
	Iteration 4F: 3 clusters Score -4211330 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4214851.500000 Penalty: 3448.088135
	Iteration 5F: 3 clusters Score -4214852 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4218066.000000 Penalty: 3448.088135
	Iteration 6F: 3 clusters Score -4218066 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4220355.500000 Penalty: 3448.088135
	Iteration 7Q: 3 clusters Score -4220356 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4221223.500000 Penalty: 3448.088135
	Iteration 8Q: 3 clusters Score -4221224 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4221418.500000 Penalty: 3448.088135
	Iteration 9Q: 3 clusters Score -4221418 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4221486.000000 Penalty: 3448.088135
	Iteration 10Q: 3 clusters Score -4221486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4221534.000000 Penalty: 3448.088135
	Iteration 11Q: 3 clusters Score -4221534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4221545.500000 Penalty: 3448.088135
	Iteration 12Q: 3 clusters Score -4221546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4221550.500000 Penalty: 3448.088135
	Iteration 13Q: 3 clusters Score -4221550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4221559.500000 Penalty: 3448.088135
	Iteration 14Q: 3 clusters Score -4221560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4221560.500000 Penalty: 3448.088135
	Iteration 15Q: 3 clusters Score -4221560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4221583.500000 Penalty: 3448.088135
	Iteration 16Q: 3 clusters Score -4221584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4221587.000000 Penalty: 3448.088135
	Iteration 17Q: 3 clusters Score -4221587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4221588.000000 Penalty: 3448.088135
	Iteration 18Q: 3 clusters Score -4221588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4221586.500000 Penalty: 3448.088135
	Iteration 19Q: 3 clusters Score -4221586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4221592.500000 Penalty: 3448.088135
	Iteration 20F: 3 clusters Score -4221592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4221585.000000 Penalty: 3448.088135
	Iteration 21Q: 3 clusters Score -4221585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4221583.500000 Penalty: 3448.088135
	Iteration 22Q: 3 clusters Score -4221584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4221588.500000 Penalty: 3448.088135
	Iteration 23Q: 3 clusters Score -4221588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4221592.000000 Penalty: 3448.088135
	Iteration 24Q: 3 clusters Score -4221592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4221584.500000 Penalty: 3448.088135
	Iteration 25Q: 3 clusters Score -4221584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4221584.500000 Penalty: 3448.088135
	Iteration 26Q: 3 clusters Score -4221584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -4221590.000000 Penalty: 3448.088135
	Iteration 27Q: 3 clusters Score -4221590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -4221586.500000 Penalty: 3448.088135
	Iteration 28Q: 3 clusters Score -4221586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4221586.000000 Penalty: 3448.088135
	Iteration 29Q: 3 clusters Score -4221586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4221582.000000 Penalty: 3448.088135
	Iteration 30Q: 3 clusters Score -4221582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4221585.000000 Penalty: 3448.088135
	Iteration 31Q: 3 clusters Score -4221585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4221582.500000 Penalty: 3448.088135
	Iteration 32Q: 3 clusters Score -4221582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4221582.000000 Penalty: 3448.088135
	Iteration 33Q: 3 clusters Score -4221582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4221582.500000 Penalty: 3448.088135
	Iteration 34Q: 3 clusters Score -4221582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4221582.500000 Penalty: 3448.088135
	Iteration 35F: 3 clusters Score -4221582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199965 members 
Entering Unmasked Estep 
Score: -21155364.000000 Penalty: 1983.458374
	Iteration 0F: 2 clusters Score -2.115536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -21031326.000000 Penalty: 3966.916748
	Iteration 0F: 3 clusters Score -2.103133e+07 nChanged 97006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 97653 members 
Entering Unmasked Estep 
Score: -21089138.000000 Penalty: 3966.916748
	Iteration 1F: 3 clusters Score -2.108914e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -21090996.000000 Penalty: 3966.916748
	Iteration 2Q: 3 clusters Score -2.1091e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -21094410.000000 Penalty: 3966.916748
	Iteration 3Q: 3 clusters Score -2.109441e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -21099394.000000 Penalty: 3966.916748
	Iteration 4F: 3 clusters Score -2.109939e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122841 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -21107246.000000 Penalty: 3966.916748
	Iteration 5F: 3 clusters Score -2.110725e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133681 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -21118248.000000 Penalty: 3966.916748
	Iteration 6F: 3 clusters Score -2.111825e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145116 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -21130388.000000 Penalty: 3966.916748
	Iteration 7F: 3 clusters Score -2.113039e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -21140756.000000 Penalty: 3966.916748
	Iteration 8F: 3 clusters Score -2.114076e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162096 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -21147288.000000 Penalty: 3966.916748
	Iteration 9Q: 3 clusters Score -2.114729e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -21151408.000000 Penalty: 3966.916748
	Iteration 10Q: 3 clusters Score -2.115141e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -21154496.000000 Penalty: 3966.916748
	Iteration 11Q: 3 clusters Score -2.11545e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -21156730.000000 Penalty: 3966.916748
	Iteration 12Q: 3 clusters Score -2.115673e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178711 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -21158306.000000 Penalty: 3966.916748
	Iteration 13Q: 3 clusters Score -2.115831e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181219 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -21159314.000000 Penalty: 3966.916748
	Iteration 14Q: 3 clusters Score -2.115931e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -21159700.000000 Penalty: 3966.916748
	Iteration 15Q: 3 clusters Score -2.11597e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -21160132.000000 Penalty: 3966.916748
	Iteration 16Q: 3 clusters Score -2.116013e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -21160210.000000 Penalty: 3966.916748
	Iteration 17Q: 3 clusters Score -2.116021e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187969 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -21160274.000000 Penalty: 3966.916748
	Iteration 18Q: 3 clusters Score -2.116027e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189082 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -21160332.000000 Penalty: 3966.916748
	Iteration 19Q: 3 clusters Score -2.116033e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190060 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -21160476.000000 Penalty: 3966.916748
	Iteration 20F: 3 clusters Score -2.116048e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190887 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -21160574.000000 Penalty: 3966.916748
	Iteration 21Q: 3 clusters Score -2.116057e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -21160766.000000 Penalty: 3966.916748
	Iteration 22Q: 3 clusters Score -2.116077e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192064 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -21161122.000000 Penalty: 3966.916748
	Iteration 23Q: 3 clusters Score -2.116112e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192377 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -21161320.000000 Penalty: 3966.916748
	Iteration 24Q: 3 clusters Score -2.116132e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192543 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -21161450.000000 Penalty: 3966.916748
	Iteration 25Q: 3 clusters Score -2.116145e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192643 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -21161500.000000 Penalty: 3966.916748
	Iteration 26Q: 3 clusters Score -2.11615e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192689 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -21161514.000000 Penalty: 3966.916748
	Iteration 27Q: 3 clusters Score -2.116151e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192702 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -21161556.000000 Penalty: 3966.916748
	Iteration 28Q: 3 clusters Score -2.116156e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192709 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -21161560.000000 Penalty: 3966.916748
	Iteration 29Q: 3 clusters Score -2.116156e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192716 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -21161526.000000 Penalty: 3966.916748
	Iteration 30Q: 3 clusters Score -2.116153e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192724 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -21161542.000000 Penalty: 3966.916748
	Iteration 31Q: 3 clusters Score -2.116154e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192737 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -21161600.000000 Penalty: 3966.916748
	Iteration 32Q: 3 clusters Score -2.11616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192742 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -21161596.000000 Penalty: 3966.916748
	Iteration 33Q: 3 clusters Score -2.11616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192741 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -21161570.000000 Penalty: 3966.916748
	Iteration 34Q: 3 clusters Score -2.116157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192723 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -21161546.000000 Penalty: 3966.916748
	Iteration 35Q: 3 clusters Score -2.116155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192709 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -21161578.000000 Penalty: 3966.916748
	Iteration 36Q: 3 clusters Score -2.116158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192690 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -21161578.000000 Penalty: 3966.916748
	Iteration 37Q: 3 clusters Score -2.116158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192688 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -21161548.000000 Penalty: 3966.916748
	Iteration 38Q: 3 clusters Score -2.116155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192689 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -21161564.000000 Penalty: 3966.916748
	Iteration 39Q: 3 clusters Score -2.116156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192687 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -21161546.000000 Penalty: 3966.916748
	Iteration 40F: 3 clusters Score -2.116155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192683 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -21161574.000000 Penalty: 3966.916748
	Iteration 41Q: 3 clusters Score -2.116157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -21161568.000000 Penalty: 3966.916748
	Iteration 42Q: 3 clusters Score -2.116157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -21161566.000000 Penalty: 3966.916748
	Iteration 43Q: 3 clusters Score -2.116157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192685 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -21161566.000000 Penalty: 3966.916748
	Iteration 44Q: 3 clusters Score -2.116157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192687 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -21161548.000000 Penalty: 3966.916748
	Iteration 45Q: 3 clusters Score -2.116155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192686 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -21161552.000000 Penalty: 3966.916748
	Iteration 46Q: 3 clusters Score -2.116155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192686 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -21161552.000000 Penalty: 3966.916748
	Iteration 47F: 3 clusters Score -2.116155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 24031 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 79110 members 
Mstep: Class 17 contains 114441 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Entering Unmasked Estep 
Score: -100837656.000000 Penalty: 44813.324219
Splitting cluster 6 changes total score from -100827592.000000 to -100837656.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (224072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224072 members 
Entering Unmasked Estep 
Score: -24184864.000000 Penalty: 2001.954956
	Iteration 0F: 2 clusters Score -2.418486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -24125988.000000 Penalty: 4003.909912
	Iteration 0F: 3 clusters Score -2.412599e+07 nChanged 108609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118884 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -24190492.000000 Penalty: 4003.909912
	Iteration 1F: 3 clusters Score -2.419049e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -24191874.000000 Penalty: 4003.909912
	Iteration 2Q: 3 clusters Score -2.419187e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -24194282.000000 Penalty: 4003.909912
	Iteration 3Q: 3 clusters Score -2.419428e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -24198380.000000 Penalty: 4003.909912
	Iteration 4Q: 3 clusters Score -2.419838e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137622 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -24205192.000000 Penalty: 4003.909912
	Iteration 5F: 3 clusters Score -2.420519e+07 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -24215396.000000 Penalty: 4003.909912
	Iteration 6F: 3 clusters Score -2.42154e+07 nChanged 15923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140598 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -24225888.000000 Penalty: 4003.909912
	Iteration 7F: 3 clusters Score -2.422589e+07 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137394 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -24230502.000000 Penalty: 4003.909912
	Iteration 8F: 3 clusters Score -2.42305e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133238 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -24231536.000000 Penalty: 4003.909912
	Iteration 9Q: 3 clusters Score -2.423154e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128136 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -24231776.000000 Penalty: 4003.909912
	Iteration 10Q: 3 clusters Score -2.423178e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122420 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -24232162.000000 Penalty: 4003.909912
	Iteration 11Q: 3 clusters Score -2.423216e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115735 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -24233120.000000 Penalty: 4003.909912
	Iteration 12Q: 3 clusters Score -2.423312e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -24234012.000000 Penalty: 4003.909912
	Iteration 13Q: 3 clusters Score -2.423401e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -24235084.000000 Penalty: 4003.909912
	Iteration 14Q: 3 clusters Score -2.423508e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 131972 members 
Entering Unmasked Estep 
Score: -24235898.000000 Penalty: 4003.909912
	Iteration 15Q: 3 clusters Score -2.42359e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 139844 members 
Entering Unmasked Estep 
Score: -24236322.000000 Penalty: 4003.909912
	Iteration 16Q: 3 clusters Score -2.423632e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -24236912.000000 Penalty: 4003.909912
	Iteration 17Q: 3 clusters Score -2.423691e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -24237730.000000 Penalty: 4003.909912
	Iteration 18Q: 3 clusters Score -2.423773e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 167015 members 
Entering Unmasked Estep 
Score: -24238290.000000 Penalty: 4003.909912
	Iteration 19Q: 3 clusters Score -2.423829e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -24235602.000000 Penalty: 4003.909912
	Iteration 20F: 3 clusters Score -2.42356e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 186430 members 
Entering Unmasked Estep 
Score: -24226928.000000 Penalty: 4003.909912
	Iteration 21Q: 3 clusters Score -2.422693e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 195380 members 
Entering Unmasked Estep 
Score: -24215340.000000 Penalty: 4003.909912
	Iteration 22Q: 3 clusters Score -2.421534e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 201792 members 
Entering Unmasked Estep 
Score: -24206528.000000 Penalty: 4003.909912
	Iteration 23Q: 3 clusters Score -2.420653e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 205731 members 
Entering Unmasked Estep 
Score: -24202028.000000 Penalty: 4003.909912
	Iteration 24Q: 3 clusters Score -2.420203e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 208242 members 
Entering Unmasked Estep 
Score: -24199066.000000 Penalty: 4003.909912
	Iteration 25Q: 3 clusters Score -2.419907e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 209947 members 
Entering Unmasked Estep 
Score: -24196910.000000 Penalty: 4003.909912
	Iteration 26Q: 3 clusters Score -2.419691e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 211275 members 
Entering Unmasked Estep 
Score: -24195012.000000 Penalty: 4003.909912
	Iteration 27Q: 3 clusters Score -2.419501e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 212396 members 
Entering Unmasked Estep 
Score: -24193630.000000 Penalty: 4003.909912
	Iteration 28Q: 3 clusters Score -2.419363e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 213402 members 
Entering Unmasked Estep 
Score: -24192350.000000 Penalty: 4003.909912
	Iteration 29Q: 3 clusters Score -2.419235e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 214246 members 
Entering Unmasked Estep 
Score: -24191498.000000 Penalty: 4003.909912
	Iteration 30Q: 3 clusters Score -2.41915e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 214996 members 
Entering Unmasked Estep 
Score: -24190620.000000 Penalty: 4003.909912
	Iteration 31Q: 3 clusters Score -2.419062e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 215729 members 
Entering Unmasked Estep 
Score: -24189844.000000 Penalty: 4003.909912
	Iteration 32Q: 3 clusters Score -2.418984e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 216411 members 
Entering Unmasked Estep 
Score: -24189044.000000 Penalty: 4003.909912
	Iteration 33Q: 3 clusters Score -2.418904e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 217024 members 
Entering Unmasked Estep 
Score: -24188354.000000 Penalty: 4003.909912
	Iteration 34Q: 3 clusters Score -2.418835e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 217566 members 
Entering Unmasked Estep 
Score: -24187820.000000 Penalty: 4003.909912
	Iteration 35Q: 3 clusters Score -2.418782e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 218105 members 
Entering Unmasked Estep 
Score: -24187376.000000 Penalty: 4003.909912
	Iteration 36Q: 3 clusters Score -2.418738e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 218623 members 
Entering Unmasked Estep 
Score: -24186938.000000 Penalty: 4003.909912
	Iteration 37Q: 3 clusters Score -2.418694e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 219126 members 
Entering Unmasked Estep 
Score: -24186498.000000 Penalty: 4003.909912
	Iteration 38Q: 3 clusters Score -2.41865e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 219564 members 
Entering Unmasked Estep 
Score: -24186208.000000 Penalty: 4003.909912
	Iteration 39Q: 3 clusters Score -2.418621e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 220002 members 
Entering Unmasked Estep 
Score: -24185924.000000 Penalty: 4003.909912
	Iteration 40F: 3 clusters Score -2.418592e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 220393 members 
Entering Unmasked Estep 
Score: -24185544.000000 Penalty: 4003.909912
	Iteration 41Q: 3 clusters Score -2.418554e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 220745 members 
Entering Unmasked Estep 
Score: -24185244.000000 Penalty: 4003.909912
	Iteration 42Q: 3 clusters Score -2.418524e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 221060 members 
Entering Unmasked Estep 
Score: -24185118.000000 Penalty: 4003.909912
	Iteration 43Q: 3 clusters Score -2.418512e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 221351 members 
Entering Unmasked Estep 
Score: -24184952.000000 Penalty: 4003.909912
	Iteration 44Q: 3 clusters Score -2.418495e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 221594 members 
Entering Unmasked Estep 
Score: -24184708.000000 Penalty: 4003.909912
	Iteration 45Q: 3 clusters Score -2.418471e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 221799 members 
Entering Unmasked Estep 
Score: -24184564.000000 Penalty: 4003.909912
	Iteration 46Q: 3 clusters Score -2.418456e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 221984 members 
Entering Unmasked Estep 
Score: -24184462.000000 Penalty: 4003.909912
	Iteration 47Q: 3 clusters Score -2.418446e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 222136 members 
Entering Unmasked Estep 
Score: -24184376.000000 Penalty: 4003.909912
	Iteration 48Q: 3 clusters Score -2.418438e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 222282 members 
Entering Unmasked Estep 
Score: -24184294.000000 Penalty: 4003.909912
	Iteration 49Q: 3 clusters Score -2.418429e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 222415 members 
Entering Unmasked Estep 
Score: -24184198.000000 Penalty: 4003.909912
	Iteration 50Q: 3 clusters Score -2.41842e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 222534 members 
Entering Unmasked Estep 
Score: -24184118.000000 Penalty: 4003.909912
	Iteration 51Q: 3 clusters Score -2.418412e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 222628 members 
Entering Unmasked Estep 
Score: -24184084.000000 Penalty: 4003.909912
	Iteration 52Q: 3 clusters Score -2.418408e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 222711 members 
Entering Unmasked Estep 
Score: -24184014.000000 Penalty: 4003.909912
	Iteration 53Q: 3 clusters Score -2.418401e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 222789 members 
Entering Unmasked Estep 
Score: -24183968.000000 Penalty: 4003.909912
	Iteration 54Q: 3 clusters Score -2.418397e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 222857 members 
Entering Unmasked Estep 
Score: -24183922.000000 Penalty: 4003.909912
	Iteration 55Q: 3 clusters Score -2.418392e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 222910 members 
Entering Unmasked Estep 
Score: -24183924.000000 Penalty: 4003.909912
	Iteration 56Q: 3 clusters Score -2.418392e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 222959 members 
Entering Unmasked Estep 
Score: -24183908.000000 Penalty: 4003.909912
	Iteration 57Q: 3 clusters Score -2.418391e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 223007 members 
Entering Unmasked Estep 
Score: -24183864.000000 Penalty: 4003.909912
	Iteration 58Q: 3 clusters Score -2.418386e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 223047 members 
Entering Unmasked Estep 
Score: -24183866.000000 Penalty: 4003.909912
	Iteration 59Q: 3 clusters Score -2.418387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 223088 members 
Entering Unmasked Estep 
Score: -24183872.000000 Penalty: 4003.909912
	Iteration 60F: 3 clusters Score -2.418387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 223126 members 
Entering Unmasked Estep 
Score: -24183878.000000 Penalty: 4003.909912
	Iteration 61Q: 3 clusters Score -2.418388e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223158 members 
Entering Unmasked Estep 
Score: -24183844.000000 Penalty: 4003.909912
	Iteration 62Q: 3 clusters Score -2.418384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 223183 members 
Entering Unmasked Estep 
Score: -24183852.000000 Penalty: 4003.909912
	Iteration 63Q: 3 clusters Score -2.418385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 223205 members 
Entering Unmasked Estep 
Score: -24183834.000000 Penalty: 4003.909912
	Iteration 64Q: 3 clusters Score -2.418383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 223223 members 
Entering Unmasked Estep 
Score: -24183836.000000 Penalty: 4003.909912
	Iteration 65Q: 3 clusters Score -2.418384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 223242 members 
Entering Unmasked Estep 
Score: -24183828.000000 Penalty: 4003.909912
	Iteration 66Q: 3 clusters Score -2.418383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 223255 members 
Entering Unmasked Estep 
Score: -24183812.000000 Penalty: 4003.909912
	Iteration 67Q: 3 clusters Score -2.418381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 223274 members 
Entering Unmasked Estep 
Score: -24183818.000000 Penalty: 4003.909912
	Iteration 68Q: 3 clusters Score -2.418382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 223292 members 
Entering Unmasked Estep 
Score: -24183844.000000 Penalty: 4003.909912
	Iteration 69Q: 3 clusters Score -2.418384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 223312 members 
Entering Unmasked Estep 
Score: -24183822.000000 Penalty: 4003.909912
	Iteration 70Q: 3 clusters Score -2.418382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 223328 members 
Entering Unmasked Estep 
Score: -24183826.000000 Penalty: 4003.909912
	Iteration 71Q: 3 clusters Score -2.418383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 223345 members 
Entering Unmasked Estep 
Score: -24183848.000000 Penalty: 4003.909912
	Iteration 72Q: 3 clusters Score -2.418385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 223358 members 
Entering Unmasked Estep 
Score: -24183844.000000 Penalty: 4003.909912
	Iteration 73Q: 3 clusters Score -2.418384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 223370 members 
Entering Unmasked Estep 
Score: -24183860.000000 Penalty: 4003.909912
	Iteration 74Q: 3 clusters Score -2.418386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 223377 members 
Entering Unmasked Estep 
Score: -24183848.000000 Penalty: 4003.909912
	Iteration 75Q: 3 clusters Score -2.418385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 223382 members 
Entering Unmasked Estep 
Score: -24183840.000000 Penalty: 4003.909912
	Iteration 76Q: 3 clusters Score -2.418384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 223388 members 
Entering Unmasked Estep 
Score: -24183846.000000 Penalty: 4003.909912
	Iteration 77Q: 3 clusters Score -2.418385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 223394 members 
Entering Unmasked Estep 
Score: -24183850.000000 Penalty: 4003.909912
	Iteration 78Q: 3 clusters Score -2.418385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 223403 members 
Entering Unmasked Estep 
Score: -24183830.000000 Penalty: 4003.909912
	Iteration 79Q: 3 clusters Score -2.418383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 223408 members 
Entering Unmasked Estep 
Score: -24183806.000000 Penalty: 4003.909912
	Iteration 80F: 3 clusters Score -2.418381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 223412 members 
Entering Unmasked Estep 
Score: -24183824.000000 Penalty: 4003.909912
	Iteration 81Q: 3 clusters Score -2.418382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 223413 members 
Entering Unmasked Estep 
Score: -24183820.000000 Penalty: 4003.909912
	Iteration 82Q: 3 clusters Score -2.418382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 223416 members 
Entering Unmasked Estep 
Score: -24183826.000000 Penalty: 4003.909912
	Iteration 83Q: 3 clusters Score -2.418383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 223418 members 
Entering Unmasked Estep 
Score: -24183806.000000 Penalty: 4003.909912
	Iteration 84Q: 3 clusters Score -2.418381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 223419 members 
Entering Unmasked Estep 
Score: -24183802.000000 Penalty: 4003.909912
	Iteration 85Q: 3 clusters Score -2.41838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 223419 members 
Entering Unmasked Estep 
Score: -24183802.000000 Penalty: 4003.909912
	Iteration 86F: 3 clusters Score -2.41838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Entering Unmasked Estep 
Score: -1414624.750000 Penalty: 1549.101318
	Iteration 0F: 2 clusters Score -1414625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1405005.375000 Penalty: 3098.202637
	Iteration 0F: 3 clusters Score -1405005 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1408425.875000 Penalty: 3098.202637
	Iteration 1F: 3 clusters Score -1408426 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1408844.000000 Penalty: 3098.202637
	Iteration 2F: 3 clusters Score -1408844 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1409246.625000 Penalty: 3098.202637
	Iteration 3F: 3 clusters Score -1409247 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1409602.000000 Penalty: 3098.202637
	Iteration 4F: 3 clusters Score -1409602 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1409980.500000 Penalty: 3098.202637
	Iteration 5Q: 3 clusters Score -1409980 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1410402.375000 Penalty: 3098.202637
	Iteration 6Q: 3 clusters Score -1410402 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1410864.250000 Penalty: 3098.202637
	Iteration 7F: 3 clusters Score -1410864 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1411309.750000 Penalty: 3098.202637
	Iteration 8Q: 3 clusters Score -1411310 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1411757.250000 Penalty: 3098.202637
	Iteration 9Q: 3 clusters Score -1411757 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1412178.125000 Penalty: 3098.202637
	Iteration 10Q: 3 clusters Score -1412178 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1412562.250000 Penalty: 3098.202637
	Iteration 11Q: 3 clusters Score -1412562 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1412931.375000 Penalty: 3098.202637
	Iteration 12Q: 3 clusters Score -1412931 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1413267.875000 Penalty: 3098.202637
	Iteration 13Q: 3 clusters Score -1413268 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1413565.125000 Penalty: 3098.202637
	Iteration 14Q: 3 clusters Score -1413565 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1413786.875000 Penalty: 3098.202637
	Iteration 15Q: 3 clusters Score -1413787 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1413918.500000 Penalty: 3098.202637
	Iteration 16Q: 3 clusters Score -1413918 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1414003.000000 Penalty: 3098.202637
	Iteration 17Q: 3 clusters Score -1414003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1414044.875000 Penalty: 3098.202637
	Iteration 18Q: 3 clusters Score -1414045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1414079.750000 Penalty: 3098.202637
	Iteration 19Q: 3 clusters Score -1414080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1414108.250000 Penalty: 3098.202637
	Iteration 20F: 3 clusters Score -1414108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1414124.500000 Penalty: 3098.202637
	Iteration 21Q: 3 clusters Score -1414124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1414139.000000 Penalty: 3098.202637
	Iteration 22Q: 3 clusters Score -1414139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1414144.500000 Penalty: 3098.202637
	Iteration 23Q: 3 clusters Score -1414144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1414151.625000 Penalty: 3098.202637
	Iteration 24Q: 3 clusters Score -1414152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1414161.125000 Penalty: 3098.202637
	Iteration 25Q: 3 clusters Score -1414161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1414164.500000 Penalty: 3098.202637
	Iteration 26Q: 3 clusters Score -1414164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1414166.500000 Penalty: 3098.202637
	Iteration 27Q: 3 clusters Score -1414166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1414172.250000 Penalty: 3098.202637
	Iteration 28Q: 3 clusters Score -1414172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1414174.500000 Penalty: 3098.202637
	Iteration 29Q: 3 clusters Score -1414174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1414176.375000 Penalty: 3098.202637
	Iteration 30Q: 3 clusters Score -1414176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1414178.250000 Penalty: 3098.202637
	Iteration 31Q: 3 clusters Score -1414178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1414176.875000 Penalty: 3098.202637
	Iteration 32Q: 3 clusters Score -1414177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1414176.125000 Penalty: 3098.202637
	Iteration 33Q: 3 clusters Score -1414176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1414178.000000 Penalty: 3098.202637
	Iteration 34Q: 3 clusters Score -1414178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1414175.375000 Penalty: 3098.202637
	Iteration 35Q: 3 clusters Score -1414175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1414177.000000 Penalty: 3098.202637
	Iteration 36Q: 3 clusters Score -1414177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1414178.000000 Penalty: 3098.202637
	Iteration 37Q: 3 clusters Score -1414178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1414180.875000 Penalty: 3098.202637
	Iteration 38Q: 3 clusters Score -1414181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1414180.250000 Penalty: 3098.202637
	Iteration 39Q: 3 clusters Score -1414180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1414180.000000 Penalty: 3098.202637
	Iteration 40F: 3 clusters Score -1414180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1414180.500000 Penalty: 3098.202637
	Iteration 41Q: 3 clusters Score -1414180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1414179.250000 Penalty: 3098.202637
	Iteration 42Q: 3 clusters Score -1414179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1414181.500000 Penalty: 3098.202637
	Iteration 43Q: 3 clusters Score -1414182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1414181.500000 Penalty: 3098.202637
	Iteration 44F: 3 clusters Score -1414182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -836811.187500 Penalty: 1461.189575
	Iteration 0F: 2 clusters Score -836811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -830918.312500 Penalty: 2922.379150
	Iteration 0F: 3 clusters Score -830918.3 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -832924.187500 Penalty: 2922.379150
	Iteration 1F: 3 clusters Score -832924.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -833338.187500 Penalty: 2922.379150
	Iteration 2F: 3 clusters Score -833338.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -833816.375000 Penalty: 2922.379150
	Iteration 3F: 3 clusters Score -833816.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -834309.375000 Penalty: 2922.379150
	Iteration 4F: 3 clusters Score -834309.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -834675.937500 Penalty: 2922.379150
	Iteration 5F: 3 clusters Score -834675.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -834948.625000 Penalty: 2922.379150
	Iteration 6F: 3 clusters Score -834948.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -835089.687500 Penalty: 2922.379150
	Iteration 7Q: 3 clusters Score -835089.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -835184.000000 Penalty: 2922.379150
	Iteration 8Q: 3 clusters Score -835184 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -835255.750000 Penalty: 2922.379150
	Iteration 9Q: 3 clusters Score -835255.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -835336.500000 Penalty: 2922.379150
	Iteration 10Q: 3 clusters Score -835336.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -835421.312500 Penalty: 2922.379150
	Iteration 11Q: 3 clusters Score -835421.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -835511.500000 Penalty: 2922.379150
	Iteration 12Q: 3 clusters Score -835511.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -835649.125000 Penalty: 2922.379150
	Iteration 13Q: 3 clusters Score -835649.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -835888.312500 Penalty: 2922.379150
	Iteration 14Q: 3 clusters Score -835888.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -836221.437500 Penalty: 2922.379150
	Iteration 15Q: 3 clusters Score -836221.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -836623.812500 Penalty: 2922.379150
	Iteration 16Q: 3 clusters Score -836623.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -837062.062500 Penalty: 2922.379150
	Iteration 17Q: 3 clusters Score -837062.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -837582.312500 Penalty: 2922.379150
	Iteration 18Q: 3 clusters Score -837582.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -838064.437500 Penalty: 2922.379150
	Iteration 19Q: 3 clusters Score -838064.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -838396.937500 Penalty: 2922.379150
	Iteration 20F: 3 clusters Score -838396.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -838581.500000 Penalty: 2922.379150
	Iteration 21Q: 3 clusters Score -838581.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -838612.500000 Penalty: 2922.379150
	Iteration 22Q: 3 clusters Score -838612.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -838631.187500 Penalty: 2922.379150
	Iteration 23Q: 3 clusters Score -838631.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -838639.437500 Penalty: 2922.379150
	Iteration 24Q: 3 clusters Score -838639.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -838642.625000 Penalty: 2922.379150
	Iteration 25Q: 3 clusters Score -838642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -838645.125000 Penalty: 2922.379150
	Iteration 26Q: 3 clusters Score -838645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -838645.625000 Penalty: 2922.379150
	Iteration 27Q: 3 clusters Score -838645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -838646.000000 Penalty: 2922.379150
	Iteration 28Q: 3 clusters Score -838646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -838645.312500 Penalty: 2922.379150
	Iteration 29Q: 3 clusters Score -838645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -838647.375000 Penalty: 2922.379150
	Iteration 30Q: 3 clusters Score -838647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -838647.875000 Penalty: 2922.379150
	Iteration 31Q: 3 clusters Score -838647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -838647.250000 Penalty: 2922.379150
	Iteration 32Q: 3 clusters Score -838647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -838648.062500 Penalty: 2922.379150
	Iteration 33Q: 3 clusters Score -838648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -838648.375000 Penalty: 2922.379150
	Iteration 34Q: 3 clusters Score -838648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -838647.687500 Penalty: 2922.379150
	Iteration 35Q: 3 clusters Score -838647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -838647.687500 Penalty: 2922.379150
	Iteration 36F: 3 clusters Score -838647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 24031 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 79110 members 
Mstep: Class 17 contains 114441 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 5367 members 
Entering Unmasked Estep 
Score: -100838440.000000 Penalty: 47053.992188
Splitting cluster 9 changes total score from -100827592.000000 to -100838440.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (54560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Entering Unmasked Estep 
Score: -5652345.000000 Penalty: 1772.396606
	Iteration 0F: 2 clusters Score -5652345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5615875.000000 Penalty: 3544.793213
	Iteration 0F: 3 clusters Score -5615875 nChanged 25647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5630838.000000 Penalty: 3544.793213
	Iteration 1F: 3 clusters Score -5630838 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -5631797.000000 Penalty: 3544.793213
	Iteration 2Q: 3 clusters Score -5631797 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -5633010.500000 Penalty: 3544.793213
	Iteration 3Q: 3 clusters Score -5633010 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5634476.500000 Penalty: 3544.793213
	Iteration 4F: 3 clusters Score -5634476 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5636148.500000 Penalty: 3544.793213
	Iteration 5F: 3 clusters Score -5636148 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -5637601.500000 Penalty: 3544.793213
	Iteration 6F: 3 clusters Score -5637602 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -5638911.500000 Penalty: 3544.793213
	Iteration 7F: 3 clusters Score -5638912 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -5640002.500000 Penalty: 3544.793213
	Iteration 8Q: 3 clusters Score -5640002 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5640990.500000 Penalty: 3544.793213
	Iteration 9Q: 3 clusters Score -5640990 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -5641712.500000 Penalty: 3544.793213
	Iteration 10Q: 3 clusters Score -5641712 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -5642314.000000 Penalty: 3544.793213
	Iteration 11Q: 3 clusters Score -5642314 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -5642702.000000 Penalty: 3544.793213
	Iteration 12Q: 3 clusters Score -5642702 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -5642937.500000 Penalty: 3544.793213
	Iteration 13Q: 3 clusters Score -5642938 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -5643088.000000 Penalty: 3544.793213
	Iteration 14Q: 3 clusters Score -5643088 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -5643218.500000 Penalty: 3544.793213
	Iteration 15Q: 3 clusters Score -5643218 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -5643301.000000 Penalty: 3544.793213
	Iteration 16Q: 3 clusters Score -5643301 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -5643353.000000 Penalty: 3544.793213
	Iteration 17Q: 3 clusters Score -5643353 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -5643411.500000 Penalty: 3544.793213
	Iteration 18Q: 3 clusters Score -5643412 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5643478.000000 Penalty: 3544.793213
	Iteration 19Q: 3 clusters Score -5643478 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -5643555.000000 Penalty: 3544.793213
	Iteration 20F: 3 clusters Score -5643555 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5643631.500000 Penalty: 3544.793213
	Iteration 21Q: 3 clusters Score -5643632 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -5643677.000000 Penalty: 3544.793213
	Iteration 22Q: 3 clusters Score -5643677 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -5643769.500000 Penalty: 3544.793213
	Iteration 23Q: 3 clusters Score -5643770 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5643813.500000 Penalty: 3544.793213
	Iteration 24Q: 3 clusters Score -5643814 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -5643895.500000 Penalty: 3544.793213
	Iteration 25Q: 3 clusters Score -5643896 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -5643958.000000 Penalty: 3544.793213
	Iteration 26Q: 3 clusters Score -5643958 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5644027.500000 Penalty: 3544.793213
	Iteration 27Q: 3 clusters Score -5644028 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -5644083.500000 Penalty: 3544.793213
	Iteration 28Q: 3 clusters Score -5644084 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -5644145.500000 Penalty: 3544.793213
	Iteration 29Q: 3 clusters Score -5644146 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5644217.500000 Penalty: 3544.793213
	Iteration 30Q: 3 clusters Score -5644218 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5644287.500000 Penalty: 3544.793213
	Iteration 31Q: 3 clusters Score -5644288 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5644390.500000 Penalty: 3544.793213
	Iteration 32Q: 3 clusters Score -5644390 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -5644479.500000 Penalty: 3544.793213
	Iteration 33Q: 3 clusters Score -5644480 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -5644552.000000 Penalty: 3544.793213
	Iteration 34Q: 3 clusters Score -5644552 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -5644665.500000 Penalty: 3544.793213
	Iteration 35Q: 3 clusters Score -5644666 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -5644812.500000 Penalty: 3544.793213
	Iteration 36Q: 3 clusters Score -5644812 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -5644944.000000 Penalty: 3544.793213
	Iteration 37Q: 3 clusters Score -5644944 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -5645078.500000 Penalty: 3544.793213
	Iteration 38Q: 3 clusters Score -5645078 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -5645260.500000 Penalty: 3544.793213
	Iteration 39Q: 3 clusters Score -5645260 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5645404.500000 Penalty: 3544.793213
	Iteration 40F: 3 clusters Score -5645404 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5645540.500000 Penalty: 3544.793213
	Iteration 41Q: 3 clusters Score -5645540 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5645677.500000 Penalty: 3544.793213
	Iteration 42Q: 3 clusters Score -5645678 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5645821.000000 Penalty: 3544.793213
	Iteration 43Q: 3 clusters Score -5645821 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5645989.500000 Penalty: 3544.793213
	Iteration 44Q: 3 clusters Score -5645990 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -5646177.500000 Penalty: 3544.793213
	Iteration 45Q: 3 clusters Score -5646178 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5646399.500000 Penalty: 3544.793213
	Iteration 46Q: 3 clusters Score -5646400 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5646636.000000 Penalty: 3544.793213
	Iteration 47Q: 3 clusters Score -5646636 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -5646887.500000 Penalty: 3544.793213
	Iteration 48Q: 3 clusters Score -5646888 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5647137.000000 Penalty: 3544.793213
	Iteration 49Q: 3 clusters Score -5647137 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5647389.500000 Penalty: 3544.793213
	Iteration 50Q: 3 clusters Score -5647390 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -5647652.500000 Penalty: 3544.793213
	Iteration 51Q: 3 clusters Score -5647652 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -5647917.000000 Penalty: 3544.793213
	Iteration 52Q: 3 clusters Score -5647917 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -5648139.500000 Penalty: 3544.793213
	Iteration 53Q: 3 clusters Score -5648140 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -5648354.500000 Penalty: 3544.793213
	Iteration 54Q: 3 clusters Score -5648354 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5648610.500000 Penalty: 3544.793213
	Iteration 55Q: 3 clusters Score -5648610 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -5648843.500000 Penalty: 3544.793213
	Iteration 56Q: 3 clusters Score -5648844 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -5649037.000000 Penalty: 3544.793213
	Iteration 57Q: 3 clusters Score -5649037 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -5649257.500000 Penalty: 3544.793213
	Iteration 58Q: 3 clusters Score -5649258 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -5649492.500000 Penalty: 3544.793213
	Iteration 59Q: 3 clusters Score -5649492 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -5649749.500000 Penalty: 3544.793213
	Iteration 60F: 3 clusters Score -5649750 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5649963.500000 Penalty: 3544.793213
	Iteration 61Q: 3 clusters Score -5649964 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -5650191.000000 Penalty: 3544.793213
	Iteration 62Q: 3 clusters Score -5650191 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -5650357.500000 Penalty: 3544.793213
	Iteration 63Q: 3 clusters Score -5650358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -5650545.000000 Penalty: 3544.793213
	Iteration 64Q: 3 clusters Score -5650545 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -5650719.500000 Penalty: 3544.793213
	Iteration 65Q: 3 clusters Score -5650720 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -5650820.000000 Penalty: 3544.793213
	Iteration 66Q: 3 clusters Score -5650820 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -5650902.000000 Penalty: 3544.793213
	Iteration 67Q: 3 clusters Score -5650902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -5650961.000000 Penalty: 3544.793213
	Iteration 68Q: 3 clusters Score -5650961 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -5651015.000000 Penalty: 3544.793213
	Iteration 69Q: 3 clusters Score -5651015 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -5651046.500000 Penalty: 3544.793213
	Iteration 70Q: 3 clusters Score -5651046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -5651063.500000 Penalty: 3544.793213
	Iteration 71Q: 3 clusters Score -5651064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -5651079.000000 Penalty: 3544.793213
	Iteration 72Q: 3 clusters Score -5651079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -5651081.500000 Penalty: 3544.793213
	Iteration 73Q: 3 clusters Score -5651082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -5651084.500000 Penalty: 3544.793213
	Iteration 74Q: 3 clusters Score -5651084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -5651092.500000 Penalty: 3544.793213
	Iteration 75Q: 3 clusters Score -5651092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -5651105.500000 Penalty: 3544.793213
	Iteration 76Q: 3 clusters Score -5651106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -5651113.500000 Penalty: 3544.793213
	Iteration 77Q: 3 clusters Score -5651114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -5651113.000000 Penalty: 3544.793213
	Iteration 78Q: 3 clusters Score -5651113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -5651116.500000 Penalty: 3544.793213
	Iteration 79Q: 3 clusters Score -5651116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -5651129.000000 Penalty: 3544.793213
	Iteration 80F: 3 clusters Score -5651129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -5651131.000000 Penalty: 3544.793213
	Iteration 81Q: 3 clusters Score -5651131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -5651140.500000 Penalty: 3544.793213
	Iteration 82Q: 3 clusters Score -5651140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -5651145.000000 Penalty: 3544.793213
	Iteration 83Q: 3 clusters Score -5651145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -5651147.000000 Penalty: 3544.793213
	Iteration 84Q: 3 clusters Score -5651147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -5651155.000000 Penalty: 3544.793213
	Iteration 85Q: 3 clusters Score -5651155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -5651154.000000 Penalty: 3544.793213
	Iteration 86Q: 3 clusters Score -5651154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -5651147.000000 Penalty: 3544.793213
	Iteration 87Q: 3 clusters Score -5651147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -5651154.000000 Penalty: 3544.793213
	Iteration 88Q: 3 clusters Score -5651154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -5651151.000000 Penalty: 3544.793213
	Iteration 89Q: 3 clusters Score -5651151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -5651156.000000 Penalty: 3544.793213
	Iteration 90Q: 3 clusters Score -5651156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -5651156.500000 Penalty: 3544.793213
	Iteration 91Q: 3 clusters Score -5651156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -5651161.000000 Penalty: 3544.793213
	Iteration 92Q: 3 clusters Score -5651161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -5651164.500000 Penalty: 3544.793213
	Iteration 93Q: 3 clusters Score -5651164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -5651165.000000 Penalty: 3544.793213
	Iteration 94Q: 3 clusters Score -5651165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -5651167.500000 Penalty: 3544.793213
	Iteration 95Q: 3 clusters Score -5651168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -5651169.500000 Penalty: 3544.793213
	Iteration 96Q: 3 clusters Score -5651170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -5651168.000000 Penalty: 3544.793213
	Iteration 97Q: 3 clusters Score -5651168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -5651165.000000 Penalty: 3544.793213
	Iteration 98Q: 3 clusters Score -5651165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -5651163.000000 Penalty: 3544.793213
	Iteration 99Q: 3 clusters Score -5651163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -5651163.000000 Penalty: 3544.793213
	Iteration 100F: 3 clusters Score -5651163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Entering Unmasked Estep 
Score: -1181561.625000 Penalty: 1523.010864
	Iteration 0F: 2 clusters Score -1181562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1173404.375000 Penalty: 3046.021729
	Iteration 0F: 3 clusters Score -1173404 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1176828.500000 Penalty: 3046.021729
	Iteration 1F: 3 clusters Score -1176828 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1177710.375000 Penalty: 3046.021729
	Iteration 2F: 3 clusters Score -1177710 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1178534.625000 Penalty: 3046.021729
	Iteration 3F: 3 clusters Score -1178535 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1179385.500000 Penalty: 3046.021729
	Iteration 4F: 3 clusters Score -1179386 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1180113.250000 Penalty: 3046.021729
	Iteration 5F: 3 clusters Score -1180113 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1180604.750000 Penalty: 3046.021729
	Iteration 6F: 3 clusters Score -1180605 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1180869.125000 Penalty: 3046.021729
	Iteration 7Q: 3 clusters Score -1180869 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1180976.000000 Penalty: 3046.021729
	Iteration 8Q: 3 clusters Score -1180976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1181032.000000 Penalty: 3046.021729
	Iteration 9Q: 3 clusters Score -1181032 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1181061.250000 Penalty: 3046.021729
	Iteration 10Q: 3 clusters Score -1181061 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1181081.500000 Penalty: 3046.021729
	Iteration 11Q: 3 clusters Score -1181082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1181088.500000 Penalty: 3046.021729
	Iteration 12Q: 3 clusters Score -1181088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1181095.750000 Penalty: 3046.021729
	Iteration 13Q: 3 clusters Score -1181096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1181100.000000 Penalty: 3046.021729
	Iteration 14Q: 3 clusters Score -1181100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1181106.875000 Penalty: 3046.021729
	Iteration 15Q: 3 clusters Score -1181107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1181117.375000 Penalty: 3046.021729
	Iteration 16Q: 3 clusters Score -1181117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1181124.000000 Penalty: 3046.021729
	Iteration 17Q: 3 clusters Score -1181124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1181133.375000 Penalty: 3046.021729
	Iteration 18Q: 3 clusters Score -1181133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1181139.000000 Penalty: 3046.021729
	Iteration 19Q: 3 clusters Score -1181139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1181145.875000 Penalty: 3046.021729
	Iteration 20F: 3 clusters Score -1181146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1181158.750000 Penalty: 3046.021729
	Iteration 21Q: 3 clusters Score -1181159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1181164.625000 Penalty: 3046.021729
	Iteration 22Q: 3 clusters Score -1181165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1181172.750000 Penalty: 3046.021729
	Iteration 23Q: 3 clusters Score -1181173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1181173.625000 Penalty: 3046.021729
	Iteration 24Q: 3 clusters Score -1181174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1181176.500000 Penalty: 3046.021729
	Iteration 25Q: 3 clusters Score -1181176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1181181.750000 Penalty: 3046.021729
	Iteration 26Q: 3 clusters Score -1181182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1181184.125000 Penalty: 3046.021729
	Iteration 27Q: 3 clusters Score -1181184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1181183.875000 Penalty: 3046.021729
	Iteration 28Q: 3 clusters Score -1181184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1181189.250000 Penalty: 3046.021729
	Iteration 29Q: 3 clusters Score -1181189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1181193.000000 Penalty: 3046.021729
	Iteration 30Q: 3 clusters Score -1181193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1181202.250000 Penalty: 3046.021729
	Iteration 31Q: 3 clusters Score -1181202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1181209.875000 Penalty: 3046.021729
	Iteration 32Q: 3 clusters Score -1181210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1181211.375000 Penalty: 3046.021729
	Iteration 33Q: 3 clusters Score -1181211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1181219.375000 Penalty: 3046.021729
	Iteration 34Q: 3 clusters Score -1181219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1181219.750000 Penalty: 3046.021729
	Iteration 35Q: 3 clusters Score -1181220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1181216.500000 Penalty: 3046.021729
	Iteration 36Q: 3 clusters Score -1181216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1181222.500000 Penalty: 3046.021729
	Iteration 37Q: 3 clusters Score -1181222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1181225.500000 Penalty: 3046.021729
	Iteration 38Q: 3 clusters Score -1181226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1181227.500000 Penalty: 3046.021729
	Iteration 39Q: 3 clusters Score -1181228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1181226.875000 Penalty: 3046.021729
	Iteration 40F: 3 clusters Score -1181227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1181227.750000 Penalty: 3046.021729
	Iteration 41Q: 3 clusters Score -1181228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1181228.125000 Penalty: 3046.021729
	Iteration 42Q: 3 clusters Score -1181228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1181229.875000 Penalty: 3046.021729
	Iteration 43Q: 3 clusters Score -1181230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1181231.750000 Penalty: 3046.021729
	Iteration 44Q: 3 clusters Score -1181232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1181231.000000 Penalty: 3046.021729
	Iteration 45Q: 3 clusters Score -1181231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1181235.000000 Penalty: 3046.021729
	Iteration 46Q: 3 clusters Score -1181235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1181240.625000 Penalty: 3046.021729
	Iteration 47Q: 3 clusters Score -1181241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1181241.875000 Penalty: 3046.021729
	Iteration 48Q: 3 clusters Score -1181242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1181246.125000 Penalty: 3046.021729
	Iteration 49Q: 3 clusters Score -1181246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1181248.625000 Penalty: 3046.021729
	Iteration 50Q: 3 clusters Score -1181249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1181247.625000 Penalty: 3046.021729
	Iteration 51Q: 3 clusters Score -1181248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1181253.375000 Penalty: 3046.021729
	Iteration 52Q: 3 clusters Score -1181253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1181255.000000 Penalty: 3046.021729
	Iteration 53Q: 3 clusters Score -1181255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1181256.375000 Penalty: 3046.021729
	Iteration 54Q: 3 clusters Score -1181256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1181262.750000 Penalty: 3046.021729
	Iteration 55Q: 3 clusters Score -1181263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1181265.750000 Penalty: 3046.021729
	Iteration 56Q: 3 clusters Score -1181266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1181269.750000 Penalty: 3046.021729
	Iteration 57Q: 3 clusters Score -1181270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1181271.625000 Penalty: 3046.021729
	Iteration 58Q: 3 clusters Score -1181272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1181275.875000 Penalty: 3046.021729
	Iteration 59Q: 3 clusters Score -1181276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1181278.750000 Penalty: 3046.021729
	Iteration 60F: 3 clusters Score -1181279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1181279.000000 Penalty: 3046.021729
	Iteration 61Q: 3 clusters Score -1181279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1181276.500000 Penalty: 3046.021729
	Iteration 62Q: 3 clusters Score -1181276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1181279.000000 Penalty: 3046.021729
	Iteration 63Q: 3 clusters Score -1181279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1181280.000000 Penalty: 3046.021729
	Iteration 64Q: 3 clusters Score -1181280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1181280.875000 Penalty: 3046.021729
	Iteration 65Q: 3 clusters Score -1181281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1181281.125000 Penalty: 3046.021729
	Iteration 66Q: 3 clusters Score -1181281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1181282.750000 Penalty: 3046.021729
	Iteration 67Q: 3 clusters Score -1181283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1181282.625000 Penalty: 3046.021729
	Iteration 68Q: 3 clusters Score -1181283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1181280.625000 Penalty: 3046.021729
	Iteration 69Q: 3 clusters Score -1181281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1181282.625000 Penalty: 3046.021729
	Iteration 70Q: 3 clusters Score -1181283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1181283.500000 Penalty: 3046.021729
	Iteration 71Q: 3 clusters Score -1181284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1181283.625000 Penalty: 3046.021729
	Iteration 72Q: 3 clusters Score -1181284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1181281.750000 Penalty: 3046.021729
	Iteration 73Q: 3 clusters Score -1181282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1181281.375000 Penalty: 3046.021729
	Iteration 74Q: 3 clusters Score -1181281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1181281.875000 Penalty: 3046.021729
	Iteration 75Q: 3 clusters Score -1181282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1181281.625000 Penalty: 3046.021729
	Iteration 76Q: 3 clusters Score -1181282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1181283.375000 Penalty: 3046.021729
	Iteration 77Q: 3 clusters Score -1181283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1181281.375000 Penalty: 3046.021729
	Iteration 78Q: 3 clusters Score -1181281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1181281.375000 Penalty: 3046.021729
	Iteration 79F: 3 clusters Score -1181281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Entering Unmasked Estep 
Score: -9944523.000000 Penalty: 1856.566284
	Iteration 0F: 2 clusters Score -9944523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -9883564.000000 Penalty: 3713.132568
	Iteration 0F: 3 clusters Score -9883564 nChanged 43616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -9908958.000000 Penalty: 3713.132568
	Iteration 1F: 3 clusters Score -9908958 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -9909892.000000 Penalty: 3713.132568
	Iteration 2Q: 3 clusters Score -9909892 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -9911151.000000 Penalty: 3713.132568
	Iteration 3Q: 3 clusters Score -9911151 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -9912841.000000 Penalty: 3713.132568
	Iteration 4Q: 3 clusters Score -9912841 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -9915314.000000 Penalty: 3713.132568
	Iteration 5Q: 3 clusters Score -9915314 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -9918460.000000 Penalty: 3713.132568
	Iteration 6F: 3 clusters Score -9918460 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -9922205.000000 Penalty: 3713.132568
	Iteration 7F: 3 clusters Score -9922205 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -9926336.000000 Penalty: 3713.132568
	Iteration 8F: 3 clusters Score -9926336 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -9930285.000000 Penalty: 3713.132568
	Iteration 9F: 3 clusters Score -9930285 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -9933661.000000 Penalty: 3713.132568
	Iteration 10F: 3 clusters Score -9933661 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -9936497.000000 Penalty: 3713.132568
	Iteration 11Q: 3 clusters Score -9936497 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -9938772.000000 Penalty: 3713.132568
	Iteration 12Q: 3 clusters Score -9938772 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9940516.000000 Penalty: 3713.132568
	Iteration 13Q: 3 clusters Score -9940516 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -9941590.000000 Penalty: 3713.132568
	Iteration 14Q: 3 clusters Score -9941590 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9942134.000000 Penalty: 3713.132568
	Iteration 15Q: 3 clusters Score -9942134 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9942474.000000 Penalty: 3713.132568
	Iteration 16Q: 3 clusters Score -9942474 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9942644.000000 Penalty: 3713.132568
	Iteration 17Q: 3 clusters Score -9942644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9942736.000000 Penalty: 3713.132568
	Iteration 18Q: 3 clusters Score -9942736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9942797.000000 Penalty: 3713.132568
	Iteration 19Q: 3 clusters Score -9942797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9942836.000000 Penalty: 3713.132568
	Iteration 20F: 3 clusters Score -9942836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91051 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9942881.000000 Penalty: 3713.132568
	Iteration 21Q: 3 clusters Score -9942881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9942901.000000 Penalty: 3713.132568
	Iteration 22Q: 3 clusters Score -9942901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9942913.000000 Penalty: 3713.132568
	Iteration 23Q: 3 clusters Score -9942913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9942930.000000 Penalty: 3713.132568
	Iteration 24Q: 3 clusters Score -9942930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9942938.000000 Penalty: 3713.132568
	Iteration 25Q: 3 clusters Score -9942938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9942951.000000 Penalty: 3713.132568
	Iteration 26Q: 3 clusters Score -9942951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9942952.000000 Penalty: 3713.132568
	Iteration 27Q: 3 clusters Score -9942952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9942955.000000 Penalty: 3713.132568
	Iteration 28Q: 3 clusters Score -9942955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9942968.000000 Penalty: 3713.132568
	Iteration 29Q: 3 clusters Score -9942968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9942973.000000 Penalty: 3713.132568
	Iteration 30Q: 3 clusters Score -9942973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9942976.000000 Penalty: 3713.132568
	Iteration 31Q: 3 clusters Score -9942976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9942977.000000 Penalty: 3713.132568
	Iteration 32Q: 3 clusters Score -9942977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9942992.000000 Penalty: 3713.132568
	Iteration 33Q: 3 clusters Score -9942992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9942990.000000 Penalty: 3713.132568
	Iteration 34Q: 3 clusters Score -9942990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9942986.000000 Penalty: 3713.132568
	Iteration 35Q: 3 clusters Score -9942986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9942990.000000 Penalty: 3713.132568
	Iteration 36Q: 3 clusters Score -9942990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9942992.000000 Penalty: 3713.132568
	Iteration 37Q: 3 clusters Score -9942992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9942993.000000 Penalty: 3713.132568
	Iteration 38Q: 3 clusters Score -9942993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9942995.000000 Penalty: 3713.132568
	Iteration 39Q: 3 clusters Score -9942995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9942995.000000 Penalty: 3713.132568
	Iteration 40F: 3 clusters Score -9942995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Entering Unmasked Estep 
Score: -2410565.000000 Penalty: 1639.153809
	Iteration 0F: 2 clusters Score -2410565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2394362.500000 Penalty: 3278.307617
	Iteration 0F: 3 clusters Score -2394362 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2400416.750000 Penalty: 3278.307617
	Iteration 1F: 3 clusters Score -2400417 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2400909.750000 Penalty: 3278.307617
	Iteration 2F: 3 clusters Score -2400910 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2401419.000000 Penalty: 3278.307617
	Iteration 3Q: 3 clusters Score -2401419 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2401970.000000 Penalty: 3278.307617
	Iteration 4Q: 3 clusters Score -2401970 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2402535.000000 Penalty: 3278.307617
	Iteration 5Q: 3 clusters Score -2402535 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2403042.500000 Penalty: 3278.307617
	Iteration 6Q: 3 clusters Score -2403042 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2403522.500000 Penalty: 3278.307617
	Iteration 7Q: 3 clusters Score -2403522 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2403936.000000 Penalty: 3278.307617
	Iteration 8Q: 3 clusters Score -2403936 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2404401.500000 Penalty: 3278.307617
	Iteration 9Q: 3 clusters Score -2404402 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2404886.500000 Penalty: 3278.307617
	Iteration 10Q: 3 clusters Score -2404886 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2405445.250000 Penalty: 3278.307617
	Iteration 11Q: 3 clusters Score -2405445 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2406109.500000 Penalty: 3278.307617
	Iteration 12Q: 3 clusters Score -2406110 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2406844.000000 Penalty: 3278.307617
	Iteration 13Q: 3 clusters Score -2406844 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2407510.500000 Penalty: 3278.307617
	Iteration 14Q: 3 clusters Score -2407510 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2407957.250000 Penalty: 3278.307617
	Iteration 15Q: 3 clusters Score -2407957 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2408306.750000 Penalty: 3278.307617
	Iteration 16Q: 3 clusters Score -2408307 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2408559.500000 Penalty: 3278.307617
	Iteration 17Q: 3 clusters Score -2408560 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2408742.000000 Penalty: 3278.307617
	Iteration 18Q: 3 clusters Score -2408742 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2408884.500000 Penalty: 3278.307617
	Iteration 19Q: 3 clusters Score -2408884 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2408963.250000 Penalty: 3278.307617
	Iteration 20F: 3 clusters Score -2408963 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2409036.750000 Penalty: 3278.307617
	Iteration 21Q: 3 clusters Score -2409037 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2409109.000000 Penalty: 3278.307617
	Iteration 22Q: 3 clusters Score -2409109 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2409169.000000 Penalty: 3278.307617
	Iteration 23Q: 3 clusters Score -2409169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2409228.500000 Penalty: 3278.307617
	Iteration 24Q: 3 clusters Score -2409228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2409263.000000 Penalty: 3278.307617
	Iteration 25Q: 3 clusters Score -2409263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2409316.750000 Penalty: 3278.307617
	Iteration 26Q: 3 clusters Score -2409317 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2409365.750000 Penalty: 3278.307617
	Iteration 27Q: 3 clusters Score -2409366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2409401.000000 Penalty: 3278.307617
	Iteration 28Q: 3 clusters Score -2409401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2409432.750000 Penalty: 3278.307617
	Iteration 29Q: 3 clusters Score -2409433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2409471.250000 Penalty: 3278.307617
	Iteration 30Q: 3 clusters Score -2409471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2409495.500000 Penalty: 3278.307617
	Iteration 31Q: 3 clusters Score -2409496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2409520.750000 Penalty: 3278.307617
	Iteration 32Q: 3 clusters Score -2409521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2409542.000000 Penalty: 3278.307617
	Iteration 33Q: 3 clusters Score -2409542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2409556.000000 Penalty: 3278.307617
	Iteration 34Q: 3 clusters Score -2409556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2409567.250000 Penalty: 3278.307617
	Iteration 35Q: 3 clusters Score -2409567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2409584.750000 Penalty: 3278.307617
	Iteration 36Q: 3 clusters Score -2409585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2409598.750000 Penalty: 3278.307617
	Iteration 37Q: 3 clusters Score -2409599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2409609.000000 Penalty: 3278.307617
	Iteration 38Q: 3 clusters Score -2409609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2409616.000000 Penalty: 3278.307617
	Iteration 39Q: 3 clusters Score -2409616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2409620.750000 Penalty: 3278.307617
	Iteration 40F: 3 clusters Score -2409621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2409630.500000 Penalty: 3278.307617
	Iteration 41Q: 3 clusters Score -2409630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2409637.750000 Penalty: 3278.307617
	Iteration 42Q: 3 clusters Score -2409638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2409641.500000 Penalty: 3278.307617
	Iteration 43Q: 3 clusters Score -2409642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2409643.750000 Penalty: 3278.307617
	Iteration 44Q: 3 clusters Score -2409644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2409645.250000 Penalty: 3278.307617
	Iteration 45Q: 3 clusters Score -2409645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2409654.500000 Penalty: 3278.307617
	Iteration 46Q: 3 clusters Score -2409654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2409657.500000 Penalty: 3278.307617
	Iteration 47Q: 3 clusters Score -2409658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2409659.000000 Penalty: 3278.307617
	Iteration 48Q: 3 clusters Score -2409659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2409664.000000 Penalty: 3278.307617
	Iteration 49Q: 3 clusters Score -2409664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2409665.000000 Penalty: 3278.307617
	Iteration 50Q: 3 clusters Score -2409665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2409674.750000 Penalty: 3278.307617
	Iteration 51Q: 3 clusters Score -2409675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2409696.500000 Penalty: 3278.307617
	Iteration 52Q: 3 clusters Score -2409696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2409731.750000 Penalty: 3278.307617
	Iteration 53Q: 3 clusters Score -2409732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2409838.250000 Penalty: 3278.307617
	Iteration 54Q: 3 clusters Score -2409838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2410086.000000 Penalty: 3278.307617
	Iteration 55Q: 3 clusters Score -2410086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2410274.750000 Penalty: 3278.307617
	Iteration 56Q: 3 clusters Score -2410275 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2410401.250000 Penalty: 3278.307617
	Iteration 57Q: 3 clusters Score -2410401 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2410499.500000 Penalty: 3278.307617
	Iteration 58Q: 3 clusters Score -2410500 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2410548.250000 Penalty: 3278.307617
	Iteration 59Q: 3 clusters Score -2410548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2410593.000000 Penalty: 3278.307617
	Iteration 60F: 3 clusters Score -2410593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2410644.000000 Penalty: 3278.307617
	Iteration 61Q: 3 clusters Score -2410644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2410684.750000 Penalty: 3278.307617
	Iteration 62Q: 3 clusters Score -2410685 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2410707.000000 Penalty: 3278.307617
	Iteration 63Q: 3 clusters Score -2410707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2410721.500000 Penalty: 3278.307617
	Iteration 64Q: 3 clusters Score -2410722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2410747.250000 Penalty: 3278.307617
	Iteration 65Q: 3 clusters Score -2410747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2410767.250000 Penalty: 3278.307617
	Iteration 66Q: 3 clusters Score -2410767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2410781.250000 Penalty: 3278.307617
	Iteration 67Q: 3 clusters Score -2410781 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2410807.750000 Penalty: 3278.307617
	Iteration 68Q: 3 clusters Score -2410808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2410828.000000 Penalty: 3278.307617
	Iteration 69Q: 3 clusters Score -2410828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2410840.000000 Penalty: 3278.307617
	Iteration 70Q: 3 clusters Score -2410840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2410847.250000 Penalty: 3278.307617
	Iteration 71Q: 3 clusters Score -2410847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2410865.000000 Penalty: 3278.307617
	Iteration 72Q: 3 clusters Score -2410865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2410874.750000 Penalty: 3278.307617
	Iteration 73Q: 3 clusters Score -2410875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2410882.750000 Penalty: 3278.307617
	Iteration 74Q: 3 clusters Score -2410883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2410897.250000 Penalty: 3278.307617
	Iteration 75Q: 3 clusters Score -2410897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2410911.000000 Penalty: 3278.307617
	Iteration 76Q: 3 clusters Score -2410911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2410923.750000 Penalty: 3278.307617
	Iteration 77Q: 3 clusters Score -2410924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2410934.000000 Penalty: 3278.307617
	Iteration 78Q: 3 clusters Score -2410934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2410943.250000 Penalty: 3278.307617
	Iteration 79Q: 3 clusters Score -2410943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2410960.750000 Penalty: 3278.307617
	Iteration 80F: 3 clusters Score -2410961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2410978.500000 Penalty: 3278.307617
	Iteration 81Q: 3 clusters Score -2410978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2410995.000000 Penalty: 3278.307617
	Iteration 82Q: 3 clusters Score -2410995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2411002.500000 Penalty: 3278.307617
	Iteration 83Q: 3 clusters Score -2411002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2411014.000000 Penalty: 3278.307617
	Iteration 84Q: 3 clusters Score -2411014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2411015.500000 Penalty: 3278.307617
	Iteration 85Q: 3 clusters Score -2411016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2411019.750000 Penalty: 3278.307617
	Iteration 86Q: 3 clusters Score -2411020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2411020.000000 Penalty: 3278.307617
	Iteration 87Q: 3 clusters Score -2411020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2411027.250000 Penalty: 3278.307617
	Iteration 88Q: 3 clusters Score -2411027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2411031.750000 Penalty: 3278.307617
	Iteration 89Q: 3 clusters Score -2411032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2411040.750000 Penalty: 3278.307617
	Iteration 90Q: 3 clusters Score -2411041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2411042.000000 Penalty: 3278.307617
	Iteration 91Q: 3 clusters Score -2411042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2411044.500000 Penalty: 3278.307617
	Iteration 92Q: 3 clusters Score -2411044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2411045.000000 Penalty: 3278.307617
	Iteration 93Q: 3 clusters Score -2411045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2411048.750000 Penalty: 3278.307617
	Iteration 94Q: 3 clusters Score -2411049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2411050.500000 Penalty: 3278.307617
	Iteration 95Q: 3 clusters Score -2411050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2411047.500000 Penalty: 3278.307617
	Iteration 96Q: 3 clusters Score -2411048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2411055.000000 Penalty: 3278.307617
	Iteration 97Q: 3 clusters Score -2411055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2411057.500000 Penalty: 3278.307617
	Iteration 98Q: 3 clusters Score -2411058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2411062.000000 Penalty: 3278.307617
	Iteration 99Q: 3 clusters Score -2411062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2411060.000000 Penalty: 3278.307617
	Iteration 100F: 3 clusters Score -2411060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2411058.750000 Penalty: 3278.307617
	Iteration 101Q: 3 clusters Score -2411059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2411058.500000 Penalty: 3278.307617
	Iteration 102Q: 3 clusters Score -2411058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2411058.250000 Penalty: 3278.307617
	Iteration 103Q: 3 clusters Score -2411058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2411062.750000 Penalty: 3278.307617
	Iteration 104Q: 3 clusters Score -2411063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2411063.250000 Penalty: 3278.307617
	Iteration 105Q: 3 clusters Score -2411063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2411063.250000 Penalty: 3278.307617
	Iteration 106Q: 3 clusters Score -2411063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2411067.750000 Penalty: 3278.307617
	Iteration 107Q: 3 clusters Score -2411068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2411073.500000 Penalty: 3278.307617
	Iteration 108Q: 3 clusters Score -2411074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2411074.250000 Penalty: 3278.307617
	Iteration 109Q: 3 clusters Score -2411074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2411073.250000 Penalty: 3278.307617
	Iteration 110Q: 3 clusters Score -2411073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2411071.750000 Penalty: 3278.307617
	Iteration 111Q: 3 clusters Score -2411072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2411069.750000 Penalty: 3278.307617
	Iteration 112Q: 3 clusters Score -2411070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2411072.000000 Penalty: 3278.307617
	Iteration 113Q: 3 clusters Score -2411072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2411072.000000 Penalty: 3278.307617
	Iteration 114F: 3 clusters Score -2411072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 79110 members 
Mstep: Class 17 contains 114441 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 20981 members 
Entering Unmasked Estep 
Score: -100838136.000000 Penalty: 49294.656250
Splitting cluster 13 changes total score from -100827592.000000 to -100838136.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -456608.218750 Penalty: 1362.827271
	Iteration 0F: 2 clusters Score -456608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -453029.843750 Penalty: 2725.654541
	Iteration 0F: 3 clusters Score -453029.8 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -454100.593750 Penalty: 2725.654541
	Iteration 1F: 3 clusters Score -454100.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -454598.406250 Penalty: 2725.654541
	Iteration 2F: 3 clusters Score -454598.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -455082.062500 Penalty: 2725.654541
	Iteration 3F: 3 clusters Score -455082.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -455394.281250 Penalty: 2725.654541
	Iteration 4F: 3 clusters Score -455394.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -455620.531250 Penalty: 2725.654541
	Iteration 5F: 3 clusters Score -455620.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -455806.937500 Penalty: 2725.654541
	Iteration 6Q: 3 clusters Score -455806.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -455958.468750 Penalty: 2725.654541
	Iteration 7Q: 3 clusters Score -455958.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -456074.062500 Penalty: 2725.654541
	Iteration 8Q: 3 clusters Score -456074.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -456155.281250 Penalty: 2725.654541
	Iteration 9Q: 3 clusters Score -456155.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -456239.312500 Penalty: 2725.654541
	Iteration 10Q: 3 clusters Score -456239.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -456347.812500 Penalty: 2725.654541
	Iteration 11Q: 3 clusters Score -456347.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -456429.937500 Penalty: 2725.654541
	Iteration 12Q: 3 clusters Score -456429.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -456477.781250 Penalty: 2725.654541
	Iteration 13Q: 3 clusters Score -456477.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -456509.718750 Penalty: 2725.654541
	Iteration 14Q: 3 clusters Score -456509.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -456535.500000 Penalty: 2725.654541
	Iteration 15Q: 3 clusters Score -456535.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -456557.531250 Penalty: 2725.654541
	Iteration 16Q: 3 clusters Score -456557.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -456579.875000 Penalty: 2725.654541
	Iteration 17Q: 3 clusters Score -456579.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -456604.625000 Penalty: 2725.654541
	Iteration 18Q: 3 clusters Score -456604.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -456630.343750 Penalty: 2725.654541
	Iteration 19Q: 3 clusters Score -456630.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -456662.343750 Penalty: 2725.654541
	Iteration 20F: 3 clusters Score -456662.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -456686.500000 Penalty: 2725.654541
	Iteration 21Q: 3 clusters Score -456686.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -456697.093750 Penalty: 2725.654541
	Iteration 22Q: 3 clusters Score -456697.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -456704.375000 Penalty: 2725.654541
	Iteration 23Q: 3 clusters Score -456704.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -456709.343750 Penalty: 2725.654541
	Iteration 24Q: 3 clusters Score -456709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -456712.843750 Penalty: 2725.654541
	Iteration 25Q: 3 clusters Score -456712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -456716.125000 Penalty: 2725.654541
	Iteration 26Q: 3 clusters Score -456716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -456718.281250 Penalty: 2725.654541
	Iteration 27Q: 3 clusters Score -456718.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -456721.812500 Penalty: 2725.654541
	Iteration 28Q: 3 clusters Score -456721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -456722.562500 Penalty: 2725.654541
	Iteration 29Q: 3 clusters Score -456722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -456723.656250 Penalty: 2725.654541
	Iteration 30Q: 3 clusters Score -456723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -456723.406250 Penalty: 2725.654541
	Iteration 31Q: 3 clusters Score -456723.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -456724.031250 Penalty: 2725.654541
	Iteration 32Q: 3 clusters Score -456724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -456724.031250 Penalty: 2725.654541
	Iteration 33F: 3 clusters Score -456724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 79110 members 
Mstep: Class 17 contains 114441 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 1829 members 
Entering Unmasked Estep 
Score: -100837304.000000 Penalty: 51535.324219
Splitting cluster 14 changes total score from -100827592.000000 to -100837304.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -195968.328125 Penalty: 1279.397827
	Iteration 0F: 2 clusters Score -195968.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -194183.468750 Penalty: 2558.795654
	Iteration 0F: 3 clusters Score -194183.5 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -201121.593750 Penalty: 2558.795654
	Iteration 1F: 3 clusters Score -201121.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -204207.046875 Penalty: 2558.795654
	Iteration 2F: 3 clusters Score -204207 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -204850.046875 Penalty: 2558.795654
	Iteration 3Q: 3 clusters Score -204850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -205112.156250 Penalty: 2558.795654
	Iteration 4Q: 3 clusters Score -205112.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -205243.500000 Penalty: 2558.795654
	Iteration 5Q: 3 clusters Score -205243.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -205406.296875 Penalty: 2558.795654
	Iteration 6Q: 3 clusters Score -205406.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -205466.875000 Penalty: 2558.795654
	Iteration 7Q: 3 clusters Score -205466.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -205497.406250 Penalty: 2558.795654
	Iteration 8Q: 3 clusters Score -205497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -205535.031250 Penalty: 2558.795654
	Iteration 9Q: 3 clusters Score -205535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -205557.140625 Penalty: 2558.795654
	Iteration 10Q: 3 clusters Score -205557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -205569.359375 Penalty: 2558.795654
	Iteration 11Q: 3 clusters Score -205569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -205572.046875 Penalty: 2558.795654
	Iteration 12Q: 3 clusters Score -205572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -205574.718750 Penalty: 2558.795654
	Iteration 13Q: 3 clusters Score -205574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -205575.765625 Penalty: 2558.795654
	Iteration 14Q: 3 clusters Score -205575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -205577.265625 Penalty: 2558.795654
	Iteration 15Q: 3 clusters Score -205577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -205578.281250 Penalty: 2558.795654
	Iteration 16Q: 3 clusters Score -205578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -205578.281250 Penalty: 2558.795654
	Iteration 17F: 3 clusters Score -205578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 79110 members 
Mstep: Class 17 contains 114441 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
Score: -100845920.000000 Penalty: 53775.988281
Splitting cluster 15 changes total score from -100827592.000000 to -100845920.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (79110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Entering Unmasked Estep 
Score: -8464523.000000 Penalty: 1832.771729
	Iteration 0F: 2 clusters Score -8464523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -8411835.000000 Penalty: 3665.543457
	Iteration 0F: 3 clusters Score -8411835 nChanged 37623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -8434873.000000 Penalty: 3665.543457
	Iteration 1F: 3 clusters Score -8434873 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8436865.000000 Penalty: 3665.543457
	Iteration 2F: 3 clusters Score -8436865 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -8439247.000000 Penalty: 3665.543457
	Iteration 3F: 3 clusters Score -8439247 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -8441988.000000 Penalty: 3665.543457
	Iteration 4F: 3 clusters Score -8441988 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -8445147.000000 Penalty: 3665.543457
	Iteration 5F: 3 clusters Score -8445147 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -8448440.000000 Penalty: 3665.543457
	Iteration 6F: 3 clusters Score -8448440 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -8450866.000000 Penalty: 3665.543457
	Iteration 7F: 3 clusters Score -8450866 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -8452285.000000 Penalty: 3665.543457
	Iteration 8Q: 3 clusters Score -8452285 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -8452927.000000 Penalty: 3665.543457
	Iteration 9Q: 3 clusters Score -8452927 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8453200.000000 Penalty: 3665.543457
	Iteration 10Q: 3 clusters Score -8453200 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -8453443.000000 Penalty: 3665.543457
	Iteration 11Q: 3 clusters Score -8453443 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8453684.000000 Penalty: 3665.543457
	Iteration 12Q: 3 clusters Score -8453684 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8454030.000000 Penalty: 3665.543457
	Iteration 13Q: 3 clusters Score -8454030 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -8454535.000000 Penalty: 3665.543457
	Iteration 14Q: 3 clusters Score -8454535 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -8455211.000000 Penalty: 3665.543457
	Iteration 15Q: 3 clusters Score -8455211 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -8456184.000000 Penalty: 3665.543457
	Iteration 16Q: 3 clusters Score -8456184 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -8457375.000000 Penalty: 3665.543457
	Iteration 17Q: 3 clusters Score -8457375 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -8458766.000000 Penalty: 3665.543457
	Iteration 18Q: 3 clusters Score -8458766 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -8460171.000000 Penalty: 3665.543457
	Iteration 19Q: 3 clusters Score -8460171 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -8461280.000000 Penalty: 3665.543457
	Iteration 20F: 3 clusters Score -8461280 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -8462087.000000 Penalty: 3665.543457
	Iteration 21Q: 3 clusters Score -8462087 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -8462718.000000 Penalty: 3665.543457
	Iteration 22Q: 3 clusters Score -8462718 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -8463067.000000 Penalty: 3665.543457
	Iteration 23Q: 3 clusters Score -8463067 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -8463333.000000 Penalty: 3665.543457
	Iteration 24Q: 3 clusters Score -8463333 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -8463568.000000 Penalty: 3665.543457
	Iteration 25Q: 3 clusters Score -8463568 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -8463719.000000 Penalty: 3665.543457
	Iteration 26Q: 3 clusters Score -8463719 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -8463811.000000 Penalty: 3665.543457
	Iteration 27Q: 3 clusters Score -8463811 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -8463923.000000 Penalty: 3665.543457
	Iteration 28Q: 3 clusters Score -8463923 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -8463994.000000 Penalty: 3665.543457
	Iteration 29Q: 3 clusters Score -8463994 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -8464112.000000 Penalty: 3665.543457
	Iteration 30Q: 3 clusters Score -8464112 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -8464181.000000 Penalty: 3665.543457
	Iteration 31Q: 3 clusters Score -8464181 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8464264.000000 Penalty: 3665.543457
	Iteration 32Q: 3 clusters Score -8464264 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -8464312.000000 Penalty: 3665.543457
	Iteration 33Q: 3 clusters Score -8464312 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8464363.000000 Penalty: 3665.543457
	Iteration 34Q: 3 clusters Score -8464363 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -8464391.000000 Penalty: 3665.543457
	Iteration 35Q: 3 clusters Score -8464391 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8464447.000000 Penalty: 3665.543457
	Iteration 36Q: 3 clusters Score -8464447 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -8464489.000000 Penalty: 3665.543457
	Iteration 37Q: 3 clusters Score -8464489 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -8464517.000000 Penalty: 3665.543457
	Iteration 38Q: 3 clusters Score -8464517 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -8464547.000000 Penalty: 3665.543457
	Iteration 39Q: 3 clusters Score -8464547 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -8464582.000000 Penalty: 3665.543457
	Iteration 40F: 3 clusters Score -8464582 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -8464591.000000 Penalty: 3665.543457
	Iteration 41Q: 3 clusters Score -8464591 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -8464636.000000 Penalty: 3665.543457
	Iteration 42Q: 3 clusters Score -8464636 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -8464689.000000 Penalty: 3665.543457
	Iteration 43Q: 3 clusters Score -8464689 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -8464740.000000 Penalty: 3665.543457
	Iteration 44Q: 3 clusters Score -8464740 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -8464757.000000 Penalty: 3665.543457
	Iteration 45Q: 3 clusters Score -8464757 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -8464783.000000 Penalty: 3665.543457
	Iteration 46Q: 3 clusters Score -8464783 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -8464807.000000 Penalty: 3665.543457
	Iteration 47Q: 3 clusters Score -8464807 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -8464834.000000 Penalty: 3665.543457
	Iteration 48Q: 3 clusters Score -8464834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -8464866.000000 Penalty: 3665.543457
	Iteration 49Q: 3 clusters Score -8464866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -8464876.000000 Penalty: 3665.543457
	Iteration 50Q: 3 clusters Score -8464876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -8464917.000000 Penalty: 3665.543457
	Iteration 51Q: 3 clusters Score -8464917 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -8464957.000000 Penalty: 3665.543457
	Iteration 52Q: 3 clusters Score -8464957 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -8464965.000000 Penalty: 3665.543457
	Iteration 53Q: 3 clusters Score -8464965 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -8464968.000000 Penalty: 3665.543457
	Iteration 54Q: 3 clusters Score -8464968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -8464975.000000 Penalty: 3665.543457
	Iteration 55Q: 3 clusters Score -8464975 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -8464969.000000 Penalty: 3665.543457
	Iteration 56Q: 3 clusters Score -8464969 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -8464968.000000 Penalty: 3665.543457
	Iteration 57Q: 3 clusters Score -8464968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -8464960.000000 Penalty: 3665.543457
	Iteration 58Q: 3 clusters Score -8464960 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -8465012.000000 Penalty: 3665.543457
	Iteration 59Q: 3 clusters Score -8465012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8465060 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8465095 nChanged 187
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Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8465130 nChanged 208
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Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8465168 nChanged 213
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Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8465160 nChanged 198
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Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8465202 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8465242 nChanged 188
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Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8465246 nChanged 164
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Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8465250 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8465259 nChanged 131
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Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8465259 nChanged 118
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Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8465267 nChanged 106
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Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8465297 nChanged 89
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Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8465311 nChanged 89
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8465343 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8465336 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8465363 nChanged 97
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Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8465371 nChanged 106
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Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8465374 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8465384 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8465377 nChanged 104
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Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8465389 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8465413 nChanged 115
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Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8465418 nChanged 108
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8465413 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8465426 nChanged 99
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Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8465428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8465452 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8465445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8465458 nChanged 81
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Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8465482 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8465500 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8465509 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8465516 nChanged 83
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Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8465511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8465519 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8465516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8465526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8465537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8465520 nChanged 29
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Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8465528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8465524 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8465522 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8465538 nChanged 21
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Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8465539 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8465536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8465539 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8465543 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8465543 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8465535 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8465535 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8465528 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8465531 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8465535 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8465528 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5646 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8465529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8465530 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8465528 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5622 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8465526 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8465536 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8465532 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8465526 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8465526 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8465535 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8465532 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8465535 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8465537 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8465530 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8465546 nChanged 14
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Mstep: Class 1 contains 5535 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8465542 nChanged 14
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Mstep: Class 1 contains 5521 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8465541 nChanged 13
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Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8465547 nChanged 13
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Mstep: Class 1 contains 5495 members 
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	Iteration 135Q: 3 clusters Score -8465543 nChanged 18
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Mstep: Class 1 contains 5477 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8465552 nChanged 20
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Mstep: Class 1 contains 5457 members 
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	Iteration 137Q: 3 clusters Score -8465562 nChanged 17
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	Iteration 138Q: 3 clusters Score -8465568 nChanged 21
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Mstep: Class 1 contains 5425 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8465571 nChanged 19
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Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8465580 nChanged 16
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Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8465565 nChanged 7
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Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8465569 nChanged 7
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Mstep: Class 1 contains 5386 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8465566 nChanged 11
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Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8465562 nChanged 7
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Mstep: Class 1 contains 5370 members 
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	Iteration 145Q: 3 clusters Score -8465561 nChanged 7
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Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 73747 members 
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	Iteration 146Q: 3 clusters Score -8465563 nChanged 4
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Mstep: Class 1 contains 5359 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8465565 nChanged 7
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	Iteration 148Q: 3 clusters Score -8465565 nChanged 6
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	Iteration 149Q: 3 clusters Score -8465563 nChanged 6
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	Iteration 150Q: 3 clusters Score -8465563 nChanged 7
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8465558 nChanged 4
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	Iteration 152Q: 3 clusters Score -8465556 nChanged 1
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Entering Unmasked Estep 
Score: -8465553.000000 Penalty: 3665.543457
	Iteration 153Q: 3 clusters Score -8465553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -8465550.000000 Penalty: 3665.543457
	Iteration 154Q: 3 clusters Score -8465550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -8465544.000000 Penalty: 3665.543457
	Iteration 155Q: 3 clusters Score -8465544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -8465551.000000 Penalty: 3665.543457
	Iteration 156Q: 3 clusters Score -8465551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -8465551.000000 Penalty: 3665.543457
	Iteration 157Q: 3 clusters Score -8465551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -8465549.000000 Penalty: 3665.543457
	Iteration 158Q: 3 clusters Score -8465549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -8465550.000000 Penalty: 3665.543457
	Iteration 159Q: 3 clusters Score -8465550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -8465555.000000 Penalty: 3665.543457
	Iteration 160F: 3 clusters Score -8465555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -8465549.000000 Penalty: 3665.543457
	Iteration 161Q: 3 clusters Score -8465549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -8465551.000000 Penalty: 3665.543457
	Iteration 162Q: 3 clusters Score -8465551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -8465551.000000 Penalty: 3665.543457
	Iteration 163Q: 3 clusters Score -8465551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -8465555.000000 Penalty: 3665.543457
	Iteration 164Q: 3 clusters Score -8465555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -8465554.000000 Penalty: 3665.543457
	Iteration 165Q: 3 clusters Score -8465554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -8465555.000000 Penalty: 3665.543457
	Iteration 166Q: 3 clusters Score -8465555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -8465552.000000 Penalty: 3665.543457
	Iteration 167Q: 3 clusters Score -8465552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -8465545.000000 Penalty: 3665.543457
	Iteration 168Q: 3 clusters Score -8465545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -8465545.000000 Penalty: 3665.543457
	Iteration 169Q: 3 clusters Score -8465545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -8465545.000000 Penalty: 3665.543457
	Iteration 170F: 3 clusters Score -8465545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 114441 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 73818 members 
Entering Unmasked Estep 
Score: -100847136.000000 Penalty: 56016.656250
Splitting cluster 16 changes total score from -100827592.000000 to -100847136.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (114441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Entering Unmasked Estep 
Score: -12238759.000000 Penalty: 1892.769897
	Iteration 0F: 2 clusters Score -1.223876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -12163353.000000 Penalty: 3785.539795
	Iteration 0F: 3 clusters Score -1.216335e+07 nChanged 54784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -12196910.000000 Penalty: 3785.539795
	Iteration 1F: 3 clusters Score -1.219691e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -12200326.000000 Penalty: 3785.539795
	Iteration 2F: 3 clusters Score -1.220033e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -12205813.000000 Penalty: 3785.539795
	Iteration 3F: 3 clusters Score -1.220581e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -12213434.000000 Penalty: 3785.539795
	Iteration 4F: 3 clusters Score -1.221343e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -12220775.000000 Penalty: 3785.539795
	Iteration 5F: 3 clusters Score -1.222078e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -12226045.000000 Penalty: 3785.539795
	Iteration 6F: 3 clusters Score -1.222604e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -12229398.000000 Penalty: 3785.539795
	Iteration 7Q: 3 clusters Score -1.22294e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -12231736.000000 Penalty: 3785.539795
	Iteration 8Q: 3 clusters Score -1.223174e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -12233631.000000 Penalty: 3785.539795
	Iteration 9Q: 3 clusters Score -1.223363e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -12235328.000000 Penalty: 3785.539795
	Iteration 10Q: 3 clusters Score -1.223533e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -12236506.000000 Penalty: 3785.539795
	Iteration 11Q: 3 clusters Score -1.223651e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -12237455.000000 Penalty: 3785.539795
	Iteration 12Q: 3 clusters Score -1.223746e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -12237899.000000 Penalty: 3785.539795
	Iteration 13Q: 3 clusters Score -1.22379e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -12238092.000000 Penalty: 3785.539795
	Iteration 14Q: 3 clusters Score -1.223809e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -12238267.000000 Penalty: 3785.539795
	Iteration 15Q: 3 clusters Score -1.223827e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -12238352.000000 Penalty: 3785.539795
	Iteration 16Q: 3 clusters Score -1.223835e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 113411 members 
Entering Unmasked Estep 
Score: -12238440.000000 Penalty: 3785.539795
	Iteration 17Q: 3 clusters Score -1.223844e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 113437 members 
Entering Unmasked Estep 
Score: -12238478.000000 Penalty: 3785.539795
	Iteration 18Q: 3 clusters Score -1.223848e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -12238537.000000 Penalty: 3785.539795
	Iteration 19Q: 3 clusters Score -1.223854e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 113441 members 
Entering Unmasked Estep 
Score: -12238589.000000 Penalty: 3785.539795
	Iteration 20F: 3 clusters Score -1.223859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 113446 members 
Entering Unmasked Estep 
Score: -12238625.000000 Penalty: 3785.539795
	Iteration 21Q: 3 clusters Score -1.223862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 113450 members 
Entering Unmasked Estep 
Score: -12238679.000000 Penalty: 3785.539795
	Iteration 22Q: 3 clusters Score -1.223868e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -12238723.000000 Penalty: 3785.539795
	Iteration 23Q: 3 clusters Score -1.223872e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 113448 members 
Entering Unmasked Estep 
Score: -12238744.000000 Penalty: 3785.539795
	Iteration 24Q: 3 clusters Score -1.223874e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 113456 members 
Entering Unmasked Estep 
Score: -12238773.000000 Penalty: 3785.539795
	Iteration 25Q: 3 clusters Score -1.223877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 113456 members 
Entering Unmasked Estep 
Score: -12238794.000000 Penalty: 3785.539795
	Iteration 26Q: 3 clusters Score -1.223879e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 113457 members 
Entering Unmasked Estep 
Score: -12238787.000000 Penalty: 3785.539795
	Iteration 27Q: 3 clusters Score -1.223879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 113458 members 
Entering Unmasked Estep 
Score: -12238801.000000 Penalty: 3785.539795
	Iteration 28Q: 3 clusters Score -1.22388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 113455 members 
Entering Unmasked Estep 
Score: -12238828.000000 Penalty: 3785.539795
	Iteration 29Q: 3 clusters Score -1.223883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 113447 members 
Entering Unmasked Estep 
Score: -12238828.000000 Penalty: 3785.539795
	Iteration 30Q: 3 clusters Score -1.223883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 113437 members 
Entering Unmasked Estep 
Score: -12238850.000000 Penalty: 3785.539795
	Iteration 31Q: 3 clusters Score -1.223885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -12238844.000000 Penalty: 3785.539795
	Iteration 32Q: 3 clusters Score -1.223884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 113424 members 
Entering Unmasked Estep 
Score: -12238851.000000 Penalty: 3785.539795
	Iteration 33Q: 3 clusters Score -1.223885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -12238841.000000 Penalty: 3785.539795
	Iteration 34Q: 3 clusters Score -1.223884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -12238842.000000 Penalty: 3785.539795
	Iteration 35Q: 3 clusters Score -1.223884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -12238833.000000 Penalty: 3785.539795
	Iteration 36Q: 3 clusters Score -1.223883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -12238838.000000 Penalty: 3785.539795
	Iteration 37Q: 3 clusters Score -1.223884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -12238834.000000 Penalty: 3785.539795
	Iteration 38Q: 3 clusters Score -1.223883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 113422 members 
Entering Unmasked Estep 
Score: -12238842.000000 Penalty: 3785.539795
	Iteration 39Q: 3 clusters Score -1.223884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -12238846.000000 Penalty: 3785.539795
	Iteration 40F: 3 clusters Score -1.223885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 73818 members 
Mstep: Class 26 contains 113421 members 
Entering Unmasked Estep 
Score: -100846984.000000 Penalty: 58257.324219
Splitting cluster 17 changes total score from -100827592.000000 to -100846984.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (12350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Entering Unmasked Estep 
Score: -1174727.250000 Penalty: 1530.979370
	Iteration 0F: 2 clusters Score -1174727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1166312.750000 Penalty: 3061.958740
	Iteration 0F: 3 clusters Score -1166313 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1171256.875000 Penalty: 3061.958740
	Iteration 1F: 3 clusters Score -1171257 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1173309.625000 Penalty: 3061.958740
	Iteration 2F: 3 clusters Score -1173310 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1175118.875000 Penalty: 3061.958740
	Iteration 3F: 3 clusters Score -1175119 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1176452.375000 Penalty: 3061.958740
	Iteration 4F: 3 clusters Score -1176452 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1177215.000000 Penalty: 3061.958740
	Iteration 5F: 3 clusters Score -1177215 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1177550.250000 Penalty: 3061.958740
	Iteration 6Q: 3 clusters Score -1177550 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1177733.125000 Penalty: 3061.958740
	Iteration 7Q: 3 clusters Score -1177733 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1177894.375000 Penalty: 3061.958740
	Iteration 8Q: 3 clusters Score -1177894 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1178028.125000 Penalty: 3061.958740
	Iteration 9Q: 3 clusters Score -1178028 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1178169.250000 Penalty: 3061.958740
	Iteration 10Q: 3 clusters Score -1178169 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1178306.500000 Penalty: 3061.958740
	Iteration 11Q: 3 clusters Score -1178306 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1178412.625000 Penalty: 3061.958740
	Iteration 12Q: 3 clusters Score -1178413 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1178474.875000 Penalty: 3061.958740
	Iteration 13Q: 3 clusters Score -1178475 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1178518.125000 Penalty: 3061.958740
	Iteration 14Q: 3 clusters Score -1178518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1178539.750000 Penalty: 3061.958740
	Iteration 15Q: 3 clusters Score -1178540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1178559.250000 Penalty: 3061.958740
	Iteration 16Q: 3 clusters Score -1178559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1178567.250000 Penalty: 3061.958740
	Iteration 17Q: 3 clusters Score -1178567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1178576.500000 Penalty: 3061.958740
	Iteration 18Q: 3 clusters Score -1178576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1178587.625000 Penalty: 3061.958740
	Iteration 19Q: 3 clusters Score -1178588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1178596.750000 Penalty: 3061.958740
	Iteration 20F: 3 clusters Score -1178597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1178606.750000 Penalty: 3061.958740
	Iteration 21Q: 3 clusters Score -1178607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1178622.125000 Penalty: 3061.958740
	Iteration 22Q: 3 clusters Score -1178622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1178650.000000 Penalty: 3061.958740
	Iteration 23Q: 3 clusters Score -1178650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1178668.500000 Penalty: 3061.958740
	Iteration 24Q: 3 clusters Score -1178668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1178714.875000 Penalty: 3061.958740
	Iteration 25Q: 3 clusters Score -1178715 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1178768.250000 Penalty: 3061.958740
	Iteration 26Q: 3 clusters Score -1178768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1178810.875000 Penalty: 3061.958740
	Iteration 27Q: 3 clusters Score -1178811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1178846.125000 Penalty: 3061.958740
	Iteration 28Q: 3 clusters Score -1178846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1178858.500000 Penalty: 3061.958740
	Iteration 29Q: 3 clusters Score -1178858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1178872.000000 Penalty: 3061.958740
	Iteration 30Q: 3 clusters Score -1178872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1178875.000000 Penalty: 3061.958740
	Iteration 31Q: 3 clusters Score -1178875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1178881.375000 Penalty: 3061.958740
	Iteration 32Q: 3 clusters Score -1178881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1178885.625000 Penalty: 3061.958740
	Iteration 33Q: 3 clusters Score -1178886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1178888.500000 Penalty: 3061.958740
	Iteration 34Q: 3 clusters Score -1178888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1178888.750000 Penalty: 3061.958740
	Iteration 35Q: 3 clusters Score -1178889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1178890.625000 Penalty: 3061.958740
	Iteration 36Q: 3 clusters Score -1178891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1178889.500000 Penalty: 3061.958740
	Iteration 37Q: 3 clusters Score -1178890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1178891.250000 Penalty: 3061.958740
	Iteration 38Q: 3 clusters Score -1178891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1178890.875000 Penalty: 3061.958740
	Iteration 39Q: 3 clusters Score -1178891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1178891.375000 Penalty: 3061.958740
	Iteration 40F: 3 clusters Score -1178891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1178892.875000 Penalty: 3061.958740
	Iteration 41Q: 3 clusters Score -1178893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1178892.750000 Penalty: 3061.958740
	Iteration 42Q: 3 clusters Score -1178893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1178892.875000 Penalty: 3061.958740
	Iteration 43Q: 3 clusters Score -1178893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1178890.500000 Penalty: 3061.958740
	Iteration 44Q: 3 clusters Score -1178890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1178890.875000 Penalty: 3061.958740
	Iteration 45Q: 3 clusters Score -1178891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1178891.500000 Penalty: 3061.958740
	Iteration 46Q: 3 clusters Score -1178892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1178891.500000 Penalty: 3061.958740
	Iteration 47F: 3 clusters Score -1178892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 11404 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 73818 members 
Mstep: Class 26 contains 113421 members 
Mstep: Class 27 contains 946 members 
Entering Unmasked Estep 
Score: -100850176.000000 Penalty: 60497.988281
Splitting cluster 18 changes total score from -100827592.000000 to -100850176.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -975070.187500 Penalty: 1477.579102
	Iteration 0F: 2 clusters Score -975070.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -968625.187500 Penalty: 2955.158203
	Iteration 0F: 3 clusters Score -968625.2 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -970749.062500 Penalty: 2955.158203
	Iteration 1F: 3 clusters Score -970749.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -971043.125000 Penalty: 2955.158203
	Iteration 2F: 3 clusters Score -971043.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -971361.875000 Penalty: 2955.158203
	Iteration 3F: 3 clusters Score -971361.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -971679.937500 Penalty: 2955.158203
	Iteration 4F: 3 clusters Score -971679.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -971996.937500 Penalty: 2955.158203
	Iteration 5F: 3 clusters Score -971996.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -972351.000000 Penalty: 2955.158203
	Iteration 6F: 3 clusters Score -972351 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -972712.687500 Penalty: 2955.158203
	Iteration 7F: 3 clusters Score -972712.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -973001.312500 Penalty: 2955.158203
	Iteration 8Q: 3 clusters Score -973001.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -973267.125000 Penalty: 2955.158203
	Iteration 9Q: 3 clusters Score -973267.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -973452.125000 Penalty: 2955.158203
	Iteration 10Q: 3 clusters Score -973452.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -973574.000000 Penalty: 2955.158203
	Iteration 11Q: 3 clusters Score -973574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -973649.937500 Penalty: 2955.158203
	Iteration 12Q: 3 clusters Score -973649.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -973690.687500 Penalty: 2955.158203
	Iteration 13Q: 3 clusters Score -973690.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -973719.125000 Penalty: 2955.158203
	Iteration 14Q: 3 clusters Score -973719.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -973739.187500 Penalty: 2955.158203
	Iteration 15Q: 3 clusters Score -973739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -973754.375000 Penalty: 2955.158203
	Iteration 16Q: 3 clusters Score -973754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -973761.187500 Penalty: 2955.158203
	Iteration 17Q: 3 clusters Score -973761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -973771.437500 Penalty: 2955.158203
	Iteration 18Q: 3 clusters Score -973771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -973774.437500 Penalty: 2955.158203
	Iteration 19Q: 3 clusters Score -973774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -973777.937500 Penalty: 2955.158203
	Iteration 20F: 3 clusters Score -973777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -973784.562500 Penalty: 2955.158203
	Iteration 21Q: 3 clusters Score -973784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -973789.312500 Penalty: 2955.158203
	Iteration 22Q: 3 clusters Score -973789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -973793.937500 Penalty: 2955.158203
	Iteration 23Q: 3 clusters Score -973793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -973796.062500 Penalty: 2955.158203
	Iteration 24Q: 3 clusters Score -973796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -973799.062500 Penalty: 2955.158203
	Iteration 25Q: 3 clusters Score -973799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -973800.000000 Penalty: 2955.158203
	Iteration 26Q: 3 clusters Score -973800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -973803.187500 Penalty: 2955.158203
	Iteration 27Q: 3 clusters Score -973803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -973805.812500 Penalty: 2955.158203
	Iteration 28Q: 3 clusters Score -973805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -973807.187500 Penalty: 2955.158203
	Iteration 29Q: 3 clusters Score -973807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -973809.375000 Penalty: 2955.158203
	Iteration 30Q: 3 clusters Score -973809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -973809.187500 Penalty: 2955.158203
	Iteration 31Q: 3 clusters Score -973809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -973809.187500 Penalty: 2955.158203
	Iteration 32F: 3 clusters Score -973809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Entering Unmasked Estep 
Score: -1016568.312500 Penalty: 1504.329956
	Iteration 0F: 2 clusters Score -1016568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1009135.312500 Penalty: 3008.659912
	Iteration 0F: 3 clusters Score -1009135 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1012045.250000 Penalty: 3008.659912
	Iteration 1F: 3 clusters Score -1012045 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1013009.187500 Penalty: 3008.659912
	Iteration 2F: 3 clusters Score -1013009 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1014296.437500 Penalty: 3008.659912
	Iteration 3F: 3 clusters Score -1014296 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1016179.125000 Penalty: 3008.659912
	Iteration 4F: 3 clusters Score -1016179 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1018657.250000 Penalty: 3008.659912
	Iteration 5F: 3 clusters Score -1018657 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1020611.625000 Penalty: 3008.659912
	Iteration 6F: 3 clusters Score -1020612 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1021291.562500 Penalty: 3008.659912
	Iteration 7F: 3 clusters Score -1021292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1021443.500000 Penalty: 3008.659912
	Iteration 8Q: 3 clusters Score -1021444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1021497.625000 Penalty: 3008.659912
	Iteration 9Q: 3 clusters Score -1021498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1021519.937500 Penalty: 3008.659912
	Iteration 10Q: 3 clusters Score -1021520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1021527.500000 Penalty: 3008.659912
	Iteration 11Q: 3 clusters Score -1021528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1021536.937500 Penalty: 3008.659912
	Iteration 12Q: 3 clusters Score -1021537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1021539.625000 Penalty: 3008.659912
	Iteration 13Q: 3 clusters Score -1021540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1021537.062500 Penalty: 3008.659912
	Iteration 14Q: 3 clusters Score -1021537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1021535.250000 Penalty: 3008.659912
	Iteration 15Q: 3 clusters Score -1021535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1021538.250000 Penalty: 3008.659912
	Iteration 16Q: 3 clusters Score -1021538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1021539.937500 Penalty: 3008.659912
	Iteration 17Q: 3 clusters Score -1021540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1021541.125000 Penalty: 3008.659912
	Iteration 18Q: 3 clusters Score -1021541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1021540.875000 Penalty: 3008.659912
	Iteration 19Q: 3 clusters Score -1021541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1021542.187500 Penalty: 3008.659912
	Iteration 20F: 3 clusters Score -1021542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1021545.000000 Penalty: 3008.659912
	Iteration 21Q: 3 clusters Score -1021545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1021543.187500 Penalty: 3008.659912
	Iteration 22Q: 3 clusters Score -1021543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1021546.000000 Penalty: 3008.659912
	Iteration 23Q: 3 clusters Score -1021546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1021548.375000 Penalty: 3008.659912
	Iteration 24Q: 3 clusters Score -1021548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1021551.125000 Penalty: 3008.659912
	Iteration 25Q: 3 clusters Score -1021551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1021550.187500 Penalty: 3008.659912
	Iteration 26Q: 3 clusters Score -1021550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1021551.062500 Penalty: 3008.659912
	Iteration 27Q: 3 clusters Score -1021551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1021551.312500 Penalty: 3008.659912
	Iteration 28Q: 3 clusters Score -1021551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1021549.125000 Penalty: 3008.659912
	Iteration 29Q: 3 clusters Score -1021549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1021549.125000 Penalty: 3008.659912
	Iteration 30F: 3 clusters Score -1021549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 11404 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 3701 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 73818 members 
Mstep: Class 26 contains 113421 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 6781 members 
Entering Unmasked Estep 
Score: -100853928.000000 Penalty: 62738.656250
Splitting cluster 20 changes total score from -100827592.000000 to -100853928.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 38580 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 6 contains 192686 members 
Mstep: Class 7 contains 224072 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 11404 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100863648.000000 Penalty: 62738.656250
Iteration 39Q: 29 clusters Score -1.008636e+08 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 15565 members 
Mstep: Class 3 contains 38590 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 39555 members 
Mstep: Class 6 contains 194084 members 
Mstep: Class 7 contains 225361 members 
Mstep: Class 8 contains 14041 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 54953 members 
Mstep: Class 11 contains 11772 members 
Mstep: Class 12 contains 91576 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 21 contains 5180 members 
Mstep: Class 22 contains 19937 members 
Mstep: Class 23 contains 1806 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 71629 members 
Mstep: Class 26 contains 113102 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 6486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100875120.000000 Penalty: 62738.656250
Iteration 40F: 29 clusters Score -1.008751e+08 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 38518 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 38799 members 
Mstep: Class 6 contains 193557 members 
Mstep: Class 7 contains 221187 members 
Mstep: Class 8 contains 14313 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 54553 members 
Mstep: Class 11 contains 11397 members 
Mstep: Class 12 contains 91170 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 1014 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 1109 members 
Mstep: Class 18 contains 11750 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 4024 members 
Mstep: Class 21 contains 5578 members 
Mstep: Class 22 contains 19632 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 76411 members 
Mstep: Class 26 contains 113040 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886680.000000 Penalty: 62738.656250
Iteration 41Q: 29 clusters Score -1.008867e+08 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 15206 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 38216 members 
Mstep: Class 6 contains 192989 members 
Mstep: Class 7 contains 217375 members 
Mstep: Class 8 contains 14469 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 54283 members 
Mstep: Class 11 contains 11203 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 11855 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 5884 members 
Mstep: Class 22 contains 19424 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 80671 members 
Mstep: Class 26 contains 112969 members 
Mstep: Class 27 contains 922 members 
Mstep: Class 28 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895696.000000 Penalty: 62738.656250
Iteration 42Q: 29 clusters Score -1.008957e+08 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 38624 members 
Mstep: Class 4 contains 8441 members 
Mstep: Class 5 contains 37772 members 
Mstep: Class 6 contains 192335 members 
Mstep: Class 7 contains 213702 members 
Mstep: Class 8 contains 14523 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 54073 members 
Mstep: Class 11 contains 11070 members 
Mstep: Class 12 contains 90717 members 
Mstep: Class 13 contains 4496 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 11899 members 
Mstep: Class 19 contains 8864 members 
Mstep: Class 20 contains 4277 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 19233 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 1963 members 
Mstep: Class 25 contains 84896 members 
Mstep: Class 26 contains 112910 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 8478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903216.000000 Penalty: 62738.656250
Iteration 43Q: 29 clusters Score -1.009032e+08 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 14864 members 
Mstep: Class 3 contains 38716 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 37365 members 
Mstep: Class 6 contains 191789 members 
Mstep: Class 7 contains 210170 members 
Mstep: Class 8 contains 14507 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 53914 members 
Mstep: Class 11 contains 10949 members 
Mstep: Class 12 contains 90601 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 989 members 
Mstep: Class 16 contains 7300 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 11910 members 
Mstep: Class 19 contains 8862 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 18996 members 
Mstep: Class 23 contains 2162 members 
Mstep: Class 24 contains 1978 members 
Mstep: Class 25 contains 88947 members 
Mstep: Class 26 contains 112870 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911032.000000 Penalty: 62738.656250
Iteration 44Q: 29 clusters Score -1.00911e+08 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 14657 members 
Mstep: Class 3 contains 38779 members 
Mstep: Class 4 contains 8899 members 
Mstep: Class 5 contains 37017 members 
Mstep: Class 6 contains 191438 members 
Mstep: Class 7 contains 206972 members 
Mstep: Class 8 contains 14426 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 53771 members 
Mstep: Class 11 contains 10845 members 
Mstep: Class 12 contains 90515 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 7810 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 8861 members 
Mstep: Class 20 contains 4482 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 18761 members 
Mstep: Class 23 contains 2176 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 92575 members 
Mstep: Class 26 contains 112844 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 8954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100917184.000000 Penalty: 62738.656250
Iteration 45Q: 29 clusters Score -1.009172e+08 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 38839 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 36717 members 
Mstep: Class 6 contains 191184 members 
Mstep: Class 7 contains 204135 members 
Mstep: Class 8 contains 14288 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 53636 members 
Mstep: Class 11 contains 10746 members 
Mstep: Class 12 contains 90443 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 8287 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 11933 members 
Mstep: Class 19 contains 8859 members 
Mstep: Class 20 contains 4555 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 18525 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 95824 members 
Mstep: Class 26 contains 112836 members 
Mstep: Class 27 contains 705 members 
Mstep: Class 28 contains 9180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100922144.000000 Penalty: 62738.656250
Iteration 46Q: 29 clusters Score -1.009221e+08 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 38892 members 
Mstep: Class 4 contains 9128 members 
Mstep: Class 5 contains 36489 members 
Mstep: Class 6 contains 191005 members 
Mstep: Class 7 contains 201511 members 
Mstep: Class 8 contains 14096 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 53502 members 
Mstep: Class 11 contains 10658 members 
Mstep: Class 12 contains 90382 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 11946 members 
Mstep: Class 19 contains 8857 members 
Mstep: Class 20 contains 4627 members 
Mstep: Class 21 contains 6798 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 2002 members 
Mstep: Class 25 contains 98819 members 
Mstep: Class 26 contains 112835 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100926376.000000 Penalty: 62738.656250
Iteration 47Q: 29 clusters Score -1.009264e+08 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 38937 members 
Mstep: Class 4 contains 9177 members 
Mstep: Class 5 contains 36284 members 
Mstep: Class 6 contains 190887 members 
Mstep: Class 7 contains 198987 members 
Mstep: Class 8 contains 13894 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 53391 members 
Mstep: Class 11 contains 10572 members 
Mstep: Class 12 contains 90339 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 11953 members 
Mstep: Class 19 contains 8852 members 
Mstep: Class 20 contains 4701 members 
Mstep: Class 21 contains 6897 members 
Mstep: Class 22 contains 18127 members 
Mstep: Class 23 contains 2204 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 101672 members 
Mstep: Class 26 contains 112852 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100931040.000000 Penalty: 62738.656250
Iteration 48Q: 29 clusters Score -1.00931e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 13875 members 
Mstep: Class 3 contains 38997 members 
Mstep: Class 4 contains 9206 members 
Mstep: Class 5 contains 36090 members 
Mstep: Class 6 contains 190843 members 
Mstep: Class 7 contains 196635 members 
Mstep: Class 8 contains 13715 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 53307 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 90291 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 9610 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 8846 members 
Mstep: Class 20 contains 4753 members 
Mstep: Class 21 contains 6984 members 
Mstep: Class 22 contains 17950 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 104284 members 
Mstep: Class 26 contains 112879 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100935400.000000 Penalty: 62738.656250
Iteration 49Q: 29 clusters Score -1.009354e+08 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 39050 members 
Mstep: Class 4 contains 9215 members 
Mstep: Class 5 contains 35947 members 
Mstep: Class 6 contains 190764 members 
Mstep: Class 7 contains 194453 members 
Mstep: Class 8 contains 13533 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 53220 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 90241 members 
Mstep: Class 13 contains 5383 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 10016 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 11965 members 
Mstep: Class 19 contains 8842 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 7072 members 
Mstep: Class 22 contains 17792 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 106749 members 
Mstep: Class 26 contains 112889 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 9860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100939320.000000 Penalty: 62738.656250
Iteration 50Q: 29 clusters Score -1.009393e+08 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 13490 members 
Mstep: Class 3 contains 39105 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 190658 members 
Mstep: Class 7 contains 192436 members 
Mstep: Class 8 contains 13311 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 53147 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 90211 members 
Mstep: Class 13 contains 5463 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 10387 members 
Mstep: Class 17 contains 1164 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 8842 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 7147 members 
Mstep: Class 22 contains 17642 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 109129 members 
Mstep: Class 26 contains 112883 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 10008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100942816.000000 Penalty: 62738.656250
Iteration 51Q: 29 clusters Score -1.009428e+08 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 13313 members 
Mstep: Class 3 contains 39156 members 
Mstep: Class 4 contains 9229 members 
Mstep: Class 5 contains 35606 members 
Mstep: Class 6 contains 190610 members 
Mstep: Class 7 contains 190541 members 
Mstep: Class 8 contains 13098 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 53096 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 90183 members 
Mstep: Class 13 contains 5544 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 10776 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 11966 members 
Mstep: Class 19 contains 8838 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 17501 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 111321 members 
Mstep: Class 26 contains 112888 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 10150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100946792.000000 Penalty: 62738.656250
Iteration 52Q: 29 clusters Score -1.009468e+08 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 13148 members 
Mstep: Class 3 contains 39213 members 
Mstep: Class 4 contains 9206 members 
Mstep: Class 5 contains 35455 members 
Mstep: Class 6 contains 190415 members 
Mstep: Class 7 contains 188896 members 
Mstep: Class 8 contains 12885 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 53050 members 
Mstep: Class 11 contains 10348 members 
Mstep: Class 12 contains 90161 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 2580 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11167 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 18 contains 11968 members 
Mstep: Class 19 contains 8834 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 7232 members 
Mstep: Class 22 contains 17393 members 
Mstep: Class 23 contains 2221 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 113388 members 
Mstep: Class 26 contains 112890 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 10295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100949784.000000 Penalty: 62738.656250
Iteration 53Q: 29 clusters Score -1.009498e+08 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 12989 members 
Mstep: Class 3 contains 39294 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 35291 members 
Mstep: Class 6 contains 190221 members 
Mstep: Class 7 contains 187522 members 
Mstep: Class 8 contains 12679 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 52996 members 
Mstep: Class 11 contains 10322 members 
Mstep: Class 12 contains 90149 members 
Mstep: Class 13 contains 5705 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11541 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 8832 members 
Mstep: Class 20 contains 4870 members 
Mstep: Class 21 contains 7275 members 
Mstep: Class 22 contains 17269 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 2016 members 
Mstep: Class 25 contains 115193 members 
Mstep: Class 26 contains 112888 members 
Mstep: Class 27 contains 668 members 
Mstep: Class 28 contains 10450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100952352.000000 Penalty: 62738.656250
Iteration 54Q: 29 clusters Score -1.009524e+08 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 12830 members 
Mstep: Class 3 contains 39376 members 
Mstep: Class 4 contains 9130 members 
Mstep: Class 5 contains 35119 members 
Mstep: Class 6 contains 190102 members 
Mstep: Class 7 contains 186349 members 
Mstep: Class 8 contains 12506 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 52947 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 90133 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 2580 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 8833 members 
Mstep: Class 20 contains 4887 members 
Mstep: Class 21 contains 7311 members 
Mstep: Class 22 contains 17149 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 2018 members 
Mstep: Class 25 contains 116694 members 
Mstep: Class 26 contains 112896 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 10597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100955024.000000 Penalty: 62738.656250
Iteration 55Q: 29 clusters Score -1.00955e+08 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 12669 members 
Mstep: Class 3 contains 39454 members 
Mstep: Class 4 contains 9087 members 
Mstep: Class 5 contains 34988 members 
Mstep: Class 6 contains 189951 members 
Mstep: Class 7 contains 185419 members 
Mstep: Class 8 contains 12333 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 52903 members 
Mstep: Class 11 contains 10270 members 
Mstep: Class 12 contains 90118 members 
Mstep: Class 13 contains 5874 members 
Mstep: Class 14 contains 2580 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12336 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 11971 members 
Mstep: Class 19 contains 8832 members 
Mstep: Class 20 contains 4893 members 
Mstep: Class 21 contains 7333 members 
Mstep: Class 22 contains 17027 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 2020 members 
Mstep: Class 25 contains 117964 members 
Mstep: Class 26 contains 112894 members 
Mstep: Class 27 contains 659 members 
Mstep: Class 28 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100957104.000000 Penalty: 62738.656250
Iteration 56Q: 29 clusters Score -1.009571e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 12482 members 
Mstep: Class 3 contains 39535 members 
Mstep: Class 4 contains 9046 members 
Mstep: Class 5 contains 34861 members 
Mstep: Class 6 contains 189853 members 
Mstep: Class 7 contains 184694 members 
Mstep: Class 8 contains 12168 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 52858 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 12 contains 90111 members 
Mstep: Class 13 contains 5976 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12680 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 8830 members 
Mstep: Class 20 contains 4913 members 
Mstep: Class 21 contains 7352 members 
Mstep: Class 22 contains 16888 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 119021 members 
Mstep: Class 26 contains 112889 members 
Mstep: Class 27 contains 655 members 
Mstep: Class 28 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100959184.000000 Penalty: 62738.656250
Iteration 57Q: 29 clusters Score -1.009592e+08 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 12293 members 
Mstep: Class 3 contains 39614 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 189782 members 
Mstep: Class 7 contains 184185 members 
Mstep: Class 8 contains 12034 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 52809 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 90101 members 
Mstep: Class 13 contains 6080 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13010 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 11984 members 
Mstep: Class 19 contains 8832 members 
Mstep: Class 20 contains 4930 members 
Mstep: Class 21 contains 7363 members 
Mstep: Class 22 contains 16747 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 119774 members 
Mstep: Class 26 contains 112888 members 
Mstep: Class 27 contains 652 members 
Mstep: Class 28 contains 11062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100960792.000000 Penalty: 62738.656250
Iteration 58Q: 29 clusters Score -1.009608e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 39667 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 34596 members 
Mstep: Class 6 contains 189734 members 
Mstep: Class 7 contains 183822 members 
Mstep: Class 8 contains 11961 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 52763 members 
Mstep: Class 11 contains 10229 members 
Mstep: Class 12 contains 90091 members 
Mstep: Class 13 contains 6209 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13321 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 11981 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 4956 members 
Mstep: Class 21 contains 7374 members 
Mstep: Class 22 contains 16601 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 2023 members 
Mstep: Class 25 contains 120318 members 
Mstep: Class 26 contains 112890 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 11186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100961920.000000 Penalty: 62738.656250
Iteration 59Q: 29 clusters Score -1.009619e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 11939 members 
Mstep: Class 3 contains 39717 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 34467 members 
Mstep: Class 6 contains 189718 members 
Mstep: Class 7 contains 183551 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 52721 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 90078 members 
Mstep: Class 13 contains 6353 members 
Mstep: Class 14 contains 2581 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 13620 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 11996 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 7383 members 
Mstep: Class 22 contains 16438 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 2023 members 
Mstep: Class 25 contains 120703 members 
Mstep: Class 26 contains 112886 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 11324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100965136.000000 Penalty: 62738.656250
Iteration 60F: 29 clusters Score -1.009651e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 39750 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 34327 members 
Mstep: Class 6 contains 189588 members 
Mstep: Class 7 contains 182882 members 
Mstep: Class 8 contains 11838 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 52677 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 90067 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 13937 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12009 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 5034 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 16269 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 121663 members 
Mstep: Class 26 contains 112870 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 11466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100967984.000000 Penalty: 62738.656250
Iteration 61Q: 29 clusters Score -1.00968e+08 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 39775 members 
Mstep: Class 4 contains 9004 members 
Mstep: Class 5 contains 34219 members 
Mstep: Class 6 contains 189463 members 
Mstep: Class 7 contains 182312 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 52654 members 
Mstep: Class 11 contains 10166 members 
Mstep: Class 12 contains 90056 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 14270 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12081 members 
Mstep: Class 19 contains 8831 members 
Mstep: Class 20 contains 5072 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 2034 members 
Mstep: Class 25 contains 122397 members 
Mstep: Class 26 contains 112862 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 11614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100969928.000000 Penalty: 62738.656250
Iteration 62Q: 29 clusters Score -1.009699e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 39815 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 34122 members 
Mstep: Class 6 contains 189395 members 
Mstep: Class 7 contains 181855 members 
Mstep: Class 8 contains 11706 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 52624 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 90050 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 14558 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12120 members 
Mstep: Class 19 contains 8831 members 
Mstep: Class 20 contains 5092 members 
Mstep: Class 21 contains 7425 members 
Mstep: Class 22 contains 16004 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 122989 members 
Mstep: Class 26 contains 112851 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 11744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100971664.000000 Penalty: 62738.656250
Iteration 63Q: 29 clusters Score -1.009717e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 11268 members 
Mstep: Class 3 contains 39854 members 
Mstep: Class 4 contains 8984 members 
Mstep: Class 5 contains 34044 members 
Mstep: Class 6 contains 189369 members 
Mstep: Class 7 contains 181555 members 
Mstep: Class 8 contains 11650 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 52584 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 90043 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 14852 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 7445 members 
Mstep: Class 22 contains 15863 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 2043 members 
Mstep: Class 25 contains 123383 members 
Mstep: Class 26 contains 112841 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 11852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100972816.000000 Penalty: 62738.656250
Iteration 64Q: 29 clusters Score -1.009728e+08 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11113 members 
Mstep: Class 3 contains 39883 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 33963 members 
Mstep: Class 6 contains 189392 members 
Mstep: Class 7 contains 181326 members 
Mstep: Class 8 contains 11621 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 52528 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 12 contains 90031 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 19 contains 8826 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 7461 members 
Mstep: Class 22 contains 15756 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 123654 members 
Mstep: Class 26 contains 112829 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 11963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100973784.000000 Penalty: 62738.656250
Iteration 65Q: 29 clusters Score -1.009738e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 10969 members 
Mstep: Class 3 contains 39918 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 33899 members 
Mstep: Class 6 contains 189441 members 
Mstep: Class 7 contains 181144 members 
Mstep: Class 8 contains 11598 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 52468 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 90016 members 
Mstep: Class 13 contains 7101 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 15318 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12202 members 
Mstep: Class 19 contains 8826 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 7482 members 
Mstep: Class 22 contains 15647 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 123868 members 
Mstep: Class 26 contains 112814 members 
Mstep: Class 27 contains 538 members 
Mstep: Class 28 contains 12075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100974984.000000 Penalty: 62738.656250
Iteration 66Q: 29 clusters Score -1.00975e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 10834 members 
Mstep: Class 3 contains 39954 members 
Mstep: Class 4 contains 8985 members 
Mstep: Class 5 contains 33845 members 
Mstep: Class 6 contains 189511 members 
Mstep: Class 7 contains 181015 members 
Mstep: Class 8 contains 11583 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 52409 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 90008 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 15531 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12243 members 
Mstep: Class 19 contains 8828 members 
Mstep: Class 20 contains 5090 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 15529 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 123996 members 
Mstep: Class 26 contains 112803 members 
Mstep: Class 27 contains 528 members 
Mstep: Class 28 contains 12159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100975368.000000 Penalty: 62738.656250
Iteration 67Q: 29 clusters Score -1.009754e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 39976 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 33795 members 
Mstep: Class 6 contains 189578 members 
Mstep: Class 7 contains 180943 members 
Mstep: Class 8 contains 11576 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 52359 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 89996 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 15716 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12282 members 
Mstep: Class 19 contains 8828 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 7518 members 
Mstep: Class 22 contains 15427 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 124026 members 
Mstep: Class 26 contains 112793 members 
Mstep: Class 27 contains 524 members 
Mstep: Class 28 contains 12244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100976360.000000 Penalty: 62738.656250
Iteration 68Q: 29 clusters Score -1.009764e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 39997 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 33754 members 
Mstep: Class 6 contains 189644 members 
Mstep: Class 7 contains 180896 members 
Mstep: Class 8 contains 11567 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 52308 members 
Mstep: Class 11 contains 10092 members 
Mstep: Class 12 contains 89985 members 
Mstep: Class 13 contains 7413 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 15891 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12314 members 
Mstep: Class 19 contains 8831 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 7531 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 124032 members 
Mstep: Class 26 contains 112787 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 12324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100976800.000000 Penalty: 62738.656250
Iteration 69Q: 29 clusters Score -1.009768e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10458 members 
Mstep: Class 3 contains 39997 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 33719 members 
Mstep: Class 6 contains 189713 members 
Mstep: Class 7 contains 180877 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 52252 members 
Mstep: Class 11 contains 10089 members 
Mstep: Class 12 contains 89978 members 
Mstep: Class 13 contains 7506 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16047 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12348 members 
Mstep: Class 19 contains 8835 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 7541 members 
Mstep: Class 22 contains 15251 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 124025 members 
Mstep: Class 26 contains 112780 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 12402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100976856.000000 Penalty: 62738.656250
Iteration 70Q: 29 clusters Score -1.009769e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 10348 members 
Mstep: Class 3 contains 39999 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 33706 members 
Mstep: Class 6 contains 189807 members 
Mstep: Class 7 contains 180916 members 
Mstep: Class 8 contains 11558 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 52206 members 
Mstep: Class 11 contains 10078 members 
Mstep: Class 12 contains 89977 members 
Mstep: Class 13 contains 7601 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16200 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12374 members 
Mstep: Class 19 contains 8840 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 15168 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 123928 members 
Mstep: Class 26 contains 112771 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 12475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100977496.000000 Penalty: 62738.656250
Iteration 71Q: 29 clusters Score -1.009775e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 10238 members 
Mstep: Class 3 contains 40003 members 
Mstep: Class 4 contains 9037 members 
Mstep: Class 5 contains 33696 members 
Mstep: Class 6 contains 189928 members 
Mstep: Class 7 contains 180960 members 
Mstep: Class 8 contains 11546 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 52168 members 
Mstep: Class 11 contains 10078 members 
Mstep: Class 12 contains 89971 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16334 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12390 members 
Mstep: Class 19 contains 8845 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 15060 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 123827 members 
Mstep: Class 26 contains 112772 members 
Mstep: Class 27 contains 511 members 
Mstep: Class 28 contains 12540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100977680.000000 Penalty: 62738.656250
Iteration 72Q: 29 clusters Score -1.009777e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10141 members 
Mstep: Class 3 contains 40014 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 33680 members 
Mstep: Class 6 contains 190016 members 
Mstep: Class 7 contains 180986 members 
Mstep: Class 8 contains 11559 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 52132 members 
Mstep: Class 11 contains 10076 members 
Mstep: Class 12 contains 89966 members 
Mstep: Class 13 contains 7850 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16464 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12399 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 4949 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 14937 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 123716 members 
Mstep: Class 26 contains 112775 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 12593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978024.000000 Penalty: 62738.656250
Iteration 73Q: 29 clusters Score -1.00978e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9062 members 
Mstep: Class 5 contains 33657 members 
Mstep: Class 6 contains 190122 members 
Mstep: Class 7 contains 181020 members 
Mstep: Class 8 contains 11541 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 52092 members 
Mstep: Class 11 contains 10074 members 
Mstep: Class 12 contains 89962 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16566 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 8856 members 
Mstep: Class 20 contains 4929 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 14828 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 123636 members 
Mstep: Class 26 contains 112766 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978264.000000 Penalty: 62738.656250
Iteration 74Q: 29 clusters Score -1.009783e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 9938 members 
Mstep: Class 3 contains 40034 members 
Mstep: Class 4 contains 9072 members 
Mstep: Class 5 contains 33639 members 
Mstep: Class 6 contains 190238 members 
Mstep: Class 7 contains 181030 members 
Mstep: Class 8 contains 11532 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 52054 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 12 contains 89953 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16643 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12423 members 
Mstep: Class 19 contains 8859 members 
Mstep: Class 20 contains 4902 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 14725 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 123569 members 
Mstep: Class 26 contains 112755 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 12679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978720.000000 Penalty: 62738.656250
Iteration 75Q: 29 clusters Score -1.009787e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9855 members 
Mstep: Class 3 contains 40037 members 
Mstep: Class 4 contains 9082 members 
Mstep: Class 5 contains 33626 members 
Mstep: Class 6 contains 190319 members 
Mstep: Class 7 contains 181071 members 
Mstep: Class 8 contains 11543 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 52017 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 12 contains 89948 members 
Mstep: Class 13 contains 8293 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16711 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12424 members 
Mstep: Class 19 contains 8867 members 
Mstep: Class 20 contains 4884 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 14600 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2056 members 
Mstep: Class 25 contains 123496 members 
Mstep: Class 26 contains 112748 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 12707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978888.000000 Penalty: 62738.656250
Iteration 76Q: 29 clusters Score -1.009789e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 40035 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 33601 members 
Mstep: Class 6 contains 190410 members 
Mstep: Class 7 contains 181139 members 
Mstep: Class 8 contains 11559 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 51998 members 
Mstep: Class 11 contains 10072 members 
Mstep: Class 12 contains 89943 members 
Mstep: Class 13 contains 8437 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12420 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 123402 members 
Mstep: Class 26 contains 112738 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 12744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978904.000000 Penalty: 62738.656250
Iteration 77Q: 29 clusters Score -1.009789e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 40026 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 33562 members 
Mstep: Class 6 contains 190512 members 
Mstep: Class 7 contains 181203 members 
Mstep: Class 8 contains 11568 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 51968 members 
Mstep: Class 11 contains 10080 members 
Mstep: Class 12 contains 89949 members 
Mstep: Class 13 contains 8572 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16805 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 14379 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 123337 members 
Mstep: Class 26 contains 112735 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100979176.000000 Penalty: 62738.656250
Iteration 78Q: 29 clusters Score -1.009792e+08 nChanged 784
Entering ConstructFrom: 
Score: -100979176.000000 Penalty: 62738.656250
Entering ConstructFrom: 
Trying to split cluster 1 (11534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Entering Unmasked Estep 
Score: -1170700.000000 Penalty: 1519.871338
	Iteration 0F: 2 clusters Score -1170700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1162654.000000 Penalty: 3039.742676
	Iteration 0F: 3 clusters Score -1162654 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1165508.250000 Penalty: 3039.742676
	Iteration 1F: 3 clusters Score -1165508 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1165839.250000 Penalty: 3039.742676
	Iteration 2F: 3 clusters Score -1165839 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1166210.000000 Penalty: 3039.742676
	Iteration 3F: 3 clusters Score -1166210 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1166617.750000 Penalty: 3039.742676
	Iteration 4F: 3 clusters Score -1166618 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1167098.875000 Penalty: 3039.742676
	Iteration 5F: 3 clusters Score -1167099 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1167692.000000 Penalty: 3039.742676
	Iteration 6F: 3 clusters Score -1167692 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1168256.375000 Penalty: 3039.742676
	Iteration 7F: 3 clusters Score -1168256 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1168688.375000 Penalty: 3039.742676
	Iteration 8F: 3 clusters Score -1168688 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1169086.500000 Penalty: 3039.742676
	Iteration 9Q: 3 clusters Score -1169086 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1169334.375000 Penalty: 3039.742676
	Iteration 10Q: 3 clusters Score -1169334 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1169443.000000 Penalty: 3039.742676
	Iteration 11Q: 3 clusters Score -1169443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1169490.750000 Penalty: 3039.742676
	Iteration 12Q: 3 clusters Score -1169491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1169523.125000 Penalty: 3039.742676
	Iteration 13Q: 3 clusters Score -1169523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1169550.875000 Penalty: 3039.742676
	Iteration 14Q: 3 clusters Score -1169551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1169574.750000 Penalty: 3039.742676
	Iteration 15Q: 3 clusters Score -1169575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1169602.250000 Penalty: 3039.742676
	Iteration 16Q: 3 clusters Score -1169602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1169623.125000 Penalty: 3039.742676
	Iteration 17Q: 3 clusters Score -1169623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1169648.125000 Penalty: 3039.742676
	Iteration 18Q: 3 clusters Score -1169648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1169657.250000 Penalty: 3039.742676
	Iteration 19Q: 3 clusters Score -1169657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1169667.500000 Penalty: 3039.742676
	Iteration 20F: 3 clusters Score -1169668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1169670.250000 Penalty: 3039.742676
	Iteration 21Q: 3 clusters Score -1169670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1169673.500000 Penalty: 3039.742676
	Iteration 22Q: 3 clusters Score -1169674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1169672.375000 Penalty: 3039.742676
	Iteration 23Q: 3 clusters Score -1169672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1169675.000000 Penalty: 3039.742676
	Iteration 24Q: 3 clusters Score -1169675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1169677.500000 Penalty: 3039.742676
	Iteration 25Q: 3 clusters Score -1169678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1169676.875000 Penalty: 3039.742676
	Iteration 26Q: 3 clusters Score -1169677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1169678.250000 Penalty: 3039.742676
	Iteration 27Q: 3 clusters Score -1169678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1169679.375000 Penalty: 3039.742676
	Iteration 28Q: 3 clusters Score -1169679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1169677.250000 Penalty: 3039.742676
	Iteration 29Q: 3 clusters Score -1169677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1169678.250000 Penalty: 3039.742676
	Iteration 30Q: 3 clusters Score -1169678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1169681.125000 Penalty: 3039.742676
	Iteration 31Q: 3 clusters Score -1169681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1169681.500000 Penalty: 3039.742676
	Iteration 32Q: 3 clusters Score -1169682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1169681.250000 Penalty: 3039.742676
	Iteration 33Q: 3 clusters Score -1169681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1169684.125000 Penalty: 3039.742676
	Iteration 34Q: 3 clusters Score -1169684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1169682.875000 Penalty: 3039.742676
	Iteration 35Q: 3 clusters Score -1169683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1169683.750000 Penalty: 3039.742676
	Iteration 36Q: 3 clusters Score -1169684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1169681.375000 Penalty: 3039.742676
	Iteration 37Q: 3 clusters Score -1169681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1169680.625000 Penalty: 3039.742676
	Iteration 38Q: 3 clusters Score -1169681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1169682.000000 Penalty: 3039.742676
	Iteration 39Q: 3 clusters Score -1169682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1169683.750000 Penalty: 3039.742676
	Iteration 40F: 3 clusters Score -1169684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1169684.750000 Penalty: 3039.742676
	Iteration 41Q: 3 clusters Score -1169685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1169683.125000 Penalty: 3039.742676
	Iteration 42Q: 3 clusters Score -1169683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1169683.125000 Penalty: 3039.742676
	Iteration 43F: 3 clusters Score -1169683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Entering Unmasked Estep 
Score: -1042752.500000 Penalty: 1490.215942
	Iteration 0F: 2 clusters Score -1042752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1035909.937500 Penalty: 2980.431885
	Iteration 0F: 3 clusters Score -1035910 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1038024.312500 Penalty: 2980.431885
	Iteration 1F: 3 clusters Score -1038024 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1038213.812500 Penalty: 2980.431885
	Iteration 2F: 3 clusters Score -1038214 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1038366.625000 Penalty: 2980.431885
	Iteration 3Q: 3 clusters Score -1038367 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1038520.687500 Penalty: 2980.431885
	Iteration 4Q: 3 clusters Score -1038521 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1038698.000000 Penalty: 2980.431885
	Iteration 5Q: 3 clusters Score -1038698 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1038928.125000 Penalty: 2980.431885
	Iteration 6Q: 3 clusters Score -1038928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1039211.250000 Penalty: 2980.431885
	Iteration 7Q: 3 clusters Score -1039211 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1039578.750000 Penalty: 2980.431885
	Iteration 8F: 3 clusters Score -1039579 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1039997.250000 Penalty: 2980.431885
	Iteration 9F: 3 clusters Score -1039997 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1040439.375000 Penalty: 2980.431885
	Iteration 10F: 3 clusters Score -1040439 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1040795.500000 Penalty: 2980.431885
	Iteration 11Q: 3 clusters Score -1040796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1041046.187500 Penalty: 2980.431885
	Iteration 12Q: 3 clusters Score -1041046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1041214.187500 Penalty: 2980.431885
	Iteration 13Q: 3 clusters Score -1041214 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1041308.125000 Penalty: 2980.431885
	Iteration 14Q: 3 clusters Score -1041308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1041359.875000 Penalty: 2980.431885
	Iteration 15Q: 3 clusters Score -1041360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1041386.687500 Penalty: 2980.431885
	Iteration 16Q: 3 clusters Score -1041387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1041404.000000 Penalty: 2980.431885
	Iteration 17Q: 3 clusters Score -1041404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1041415.875000 Penalty: 2980.431885
	Iteration 18Q: 3 clusters Score -1041416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1041430.187500 Penalty: 2980.431885
	Iteration 19Q: 3 clusters Score -1041430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1041439.500000 Penalty: 2980.431885
	Iteration 20F: 3 clusters Score -1041440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1041444.562500 Penalty: 2980.431885
	Iteration 21Q: 3 clusters Score -1041445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1041446.187500 Penalty: 2980.431885
	Iteration 22Q: 3 clusters Score -1041446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1041447.812500 Penalty: 2980.431885
	Iteration 23Q: 3 clusters Score -1041448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1041447.812500 Penalty: 2980.431885
	Iteration 24F: 3 clusters Score -1041448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Entering Unmasked Estep 
Score: -4215376.500000 Penalty: 1722.054688
	Iteration 0F: 2 clusters Score -4215376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4188577.250000 Penalty: 3444.109375
	Iteration 0F: 3 clusters Score -4188577 nChanged 18638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4199097.500000 Penalty: 3444.109375
	Iteration 1F: 3 clusters Score -4199098 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4199908.500000 Penalty: 3444.109375
	Iteration 2Q: 3 clusters Score -4199908 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -4201033.500000 Penalty: 3444.109375
	Iteration 3F: 3 clusters Score -4201034 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4202542.500000 Penalty: 3444.109375
	Iteration 4F: 3 clusters Score -4202542 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4204560.500000 Penalty: 3444.109375
	Iteration 5F: 3 clusters Score -4204560 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4206944.500000 Penalty: 3444.109375
	Iteration 6F: 3 clusters Score -4206944 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -4209319.500000 Penalty: 3444.109375
	Iteration 7F: 3 clusters Score -4209320 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -4211262.500000 Penalty: 3444.109375
	Iteration 8F: 3 clusters Score -4211262 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4212583.000000 Penalty: 3444.109375
	Iteration 9Q: 3 clusters Score -4212583 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4213396.000000 Penalty: 3444.109375
	Iteration 10Q: 3 clusters Score -4213396 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4213877.500000 Penalty: 3444.109375
	Iteration 11Q: 3 clusters Score -4213878 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4214166.500000 Penalty: 3444.109375
	Iteration 12Q: 3 clusters Score -4214166 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4214334.000000 Penalty: 3444.109375
	Iteration 13Q: 3 clusters Score -4214334 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4214416.500000 Penalty: 3444.109375
	Iteration 14Q: 3 clusters Score -4214416 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4214497.000000 Penalty: 3444.109375
	Iteration 15Q: 3 clusters Score -4214497 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4214554.000000 Penalty: 3444.109375
	Iteration 16Q: 3 clusters Score -4214554 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4214606.500000 Penalty: 3444.109375
	Iteration 17Q: 3 clusters Score -4214606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -4214644.500000 Penalty: 3444.109375
	Iteration 18Q: 3 clusters Score -4214644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4214672.500000 Penalty: 3444.109375
	Iteration 19Q: 3 clusters Score -4214672 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4214717.500000 Penalty: 3444.109375
	Iteration 20F: 3 clusters Score -4214718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4214733.500000 Penalty: 3444.109375
	Iteration 21Q: 3 clusters Score -4214734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4214760.000000 Penalty: 3444.109375
	Iteration 22Q: 3 clusters Score -4214760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4214803.000000 Penalty: 3444.109375
	Iteration 23Q: 3 clusters Score -4214803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4214812.000000 Penalty: 3444.109375
	Iteration 24Q: 3 clusters Score -4214812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -4214801.500000 Penalty: 3444.109375
	Iteration 25Q: 3 clusters Score -4214802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4214811.000000 Penalty: 3444.109375
	Iteration 26Q: 3 clusters Score -4214811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -4214836.000000 Penalty: 3444.109375
	Iteration 27Q: 3 clusters Score -4214836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4214844.000000 Penalty: 3444.109375
	Iteration 28Q: 3 clusters Score -4214844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4214849.000000 Penalty: 3444.109375
	Iteration 29Q: 3 clusters Score -4214849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4214866.500000 Penalty: 3444.109375
	Iteration 30Q: 3 clusters Score -4214866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4214863.000000 Penalty: 3444.109375
	Iteration 31Q: 3 clusters Score -4214863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -4214869.000000 Penalty: 3444.109375
	Iteration 32Q: 3 clusters Score -4214869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4214881.000000 Penalty: 3444.109375
	Iteration 33Q: 3 clusters Score -4214881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4214894.000000 Penalty: 3444.109375
	Iteration 34Q: 3 clusters Score -4214894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4214900.000000 Penalty: 3444.109375
	Iteration 35Q: 3 clusters Score -4214900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4214904.500000 Penalty: 3444.109375
	Iteration 36Q: 3 clusters Score -4214904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4214915.000000 Penalty: 3444.109375
	Iteration 37Q: 3 clusters Score -4214915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4214923.000000 Penalty: 3444.109375
	Iteration 38Q: 3 clusters Score -4214923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4214925.500000 Penalty: 3444.109375
	Iteration 39Q: 3 clusters Score -4214926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4214938.500000 Penalty: 3444.109375
	Iteration 40F: 3 clusters Score -4214938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4214943.000000 Penalty: 3444.109375
	Iteration 41Q: 3 clusters Score -4214943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4214946.500000 Penalty: 3444.109375
	Iteration 42Q: 3 clusters Score -4214946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4214940.500000 Penalty: 3444.109375
	Iteration 43Q: 3 clusters Score -4214940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4214964.000000 Penalty: 3444.109375
	Iteration 44Q: 3 clusters Score -4214964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4214976.500000 Penalty: 3444.109375
	Iteration 45Q: 3 clusters Score -4214976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4214976.500000 Penalty: 3444.109375
	Iteration 46Q: 3 clusters Score -4214976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4214986.000000 Penalty: 3444.109375
	Iteration 47Q: 3 clusters Score -4214986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -4214986.000000 Penalty: 3444.109375
	Iteration 48Q: 3 clusters Score -4214986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4214988.500000 Penalty: 3444.109375
	Iteration 49Q: 3 clusters Score -4214988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4215003.000000 Penalty: 3444.109375
	Iteration 50Q: 3 clusters Score -4215003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4215014.500000 Penalty: 3444.109375
	Iteration 51Q: 3 clusters Score -4215014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4215017.500000 Penalty: 3444.109375
	Iteration 52Q: 3 clusters Score -4215018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -4215024.000000 Penalty: 3444.109375
	Iteration 53Q: 3 clusters Score -4215024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4215023.500000 Penalty: 3444.109375
	Iteration 54Q: 3 clusters Score -4215024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4215024.000000 Penalty: 3444.109375
	Iteration 55Q: 3 clusters Score -4215024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4215033.000000 Penalty: 3444.109375
	Iteration 56Q: 3 clusters Score -4215033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4215049.500000 Penalty: 3444.109375
	Iteration 57Q: 3 clusters Score -4215050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4215052.500000 Penalty: 3444.109375
	Iteration 58Q: 3 clusters Score -4215052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4215073.000000 Penalty: 3444.109375
	Iteration 59Q: 3 clusters Score -4215073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4215087.500000 Penalty: 3444.109375
	Iteration 60F: 3 clusters Score -4215088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4215090.500000 Penalty: 3444.109375
	Iteration 61Q: 3 clusters Score -4215090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -4215097.000000 Penalty: 3444.109375
	Iteration 62Q: 3 clusters Score -4215097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4215107.000000 Penalty: 3444.109375
	Iteration 63Q: 3 clusters Score -4215107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4215117.000000 Penalty: 3444.109375
	Iteration 64Q: 3 clusters Score -4215117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4215120.000000 Penalty: 3444.109375
	Iteration 65Q: 3 clusters Score -4215120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4215114.500000 Penalty: 3444.109375
	Iteration 66Q: 3 clusters Score -4215114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -4215114.500000 Penalty: 3444.109375
	Iteration 67Q: 3 clusters Score -4215114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4215124.500000 Penalty: 3444.109375
	Iteration 68Q: 3 clusters Score -4215124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4215125.500000 Penalty: 3444.109375
	Iteration 69Q: 3 clusters Score -4215126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4215123.000000 Penalty: 3444.109375
	Iteration 70Q: 3 clusters Score -4215123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4215138.500000 Penalty: 3444.109375
	Iteration 71Q: 3 clusters Score -4215138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4215137.000000 Penalty: 3444.109375
	Iteration 72Q: 3 clusters Score -4215137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4215138.000000 Penalty: 3444.109375
	Iteration 73Q: 3 clusters Score -4215138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -4215136.000000 Penalty: 3444.109375
	Iteration 74Q: 3 clusters Score -4215136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -4215150.500000 Penalty: 3444.109375
	Iteration 75Q: 3 clusters Score -4215150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4215148.500000 Penalty: 3444.109375
	Iteration 76Q: 3 clusters Score -4215148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4215148.000000 Penalty: 3444.109375
	Iteration 77Q: 3 clusters Score -4215148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4215148.500000 Penalty: 3444.109375
	Iteration 78Q: 3 clusters Score -4215148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4215151.500000 Penalty: 3444.109375
	Iteration 79Q: 3 clusters Score -4215152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4215153.500000 Penalty: 3444.109375
	Iteration 80F: 3 clusters Score -4215154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4215154.000000 Penalty: 3444.109375
	Iteration 81Q: 3 clusters Score -4215154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4215152.500000 Penalty: 3444.109375
	Iteration 82Q: 3 clusters Score -4215152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4215147.500000 Penalty: 3444.109375
	Iteration 83Q: 3 clusters Score -4215148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4215147.500000 Penalty: 3444.109375
	Iteration 84F: 3 clusters Score -4215148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Entering Unmasked Estep 
Score: -989710.562500 Penalty: 1481.354858
	Iteration 0F: 2 clusters Score -989710.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -983103.687500 Penalty: 2962.709717
	Iteration 0F: 3 clusters Score -983103.7 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -985268.375000 Penalty: 2962.709717
	Iteration 1F: 3 clusters Score -985268.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -985544.562500 Penalty: 2962.709717
	Iteration 2F: 3 clusters Score -985544.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -985795.250000 Penalty: 2962.709717
	Iteration 3F: 3 clusters Score -985795.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -986007.625000 Penalty: 2962.709717
	Iteration 4Q: 3 clusters Score -986007.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -986209.625000 Penalty: 2962.709717
	Iteration 5Q: 3 clusters Score -986209.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -986419.687500 Penalty: 2962.709717
	Iteration 6Q: 3 clusters Score -986419.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -986640.250000 Penalty: 2962.709717
	Iteration 7Q: 3 clusters Score -986640.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -986914.687500 Penalty: 2962.709717
	Iteration 8Q: 3 clusters Score -986914.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -987207.312500 Penalty: 2962.709717
	Iteration 9Q: 3 clusters Score -987207.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -987505.687500 Penalty: 2962.709717
	Iteration 10Q: 3 clusters Score -987505.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -987781.875000 Penalty: 2962.709717
	Iteration 11Q: 3 clusters Score -987781.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -987977.250000 Penalty: 2962.709717
	Iteration 12Q: 3 clusters Score -987977.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -988079.812500 Penalty: 2962.709717
	Iteration 13Q: 3 clusters Score -988079.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -988119.562500 Penalty: 2962.709717
	Iteration 14Q: 3 clusters Score -988119.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -988145.812500 Penalty: 2962.709717
	Iteration 15Q: 3 clusters Score -988145.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -988156.250000 Penalty: 2962.709717
	Iteration 16Q: 3 clusters Score -988156.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -988164.437500 Penalty: 2962.709717
	Iteration 17Q: 3 clusters Score -988164.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -988172.750000 Penalty: 2962.709717
	Iteration 18Q: 3 clusters Score -988172.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -988180.312500 Penalty: 2962.709717
	Iteration 19Q: 3 clusters Score -988180.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -988182.187500 Penalty: 2962.709717
	Iteration 20F: 3 clusters Score -988182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -988184.625000 Penalty: 2962.709717
	Iteration 21Q: 3 clusters Score -988184.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -988187.687500 Penalty: 2962.709717
	Iteration 22Q: 3 clusters Score -988187.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -988192.312500 Penalty: 2962.709717
	Iteration 23Q: 3 clusters Score -988192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -988197.937500 Penalty: 2962.709717
	Iteration 24Q: 3 clusters Score -988197.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -988198.312500 Penalty: 2962.709717
	Iteration 25Q: 3 clusters Score -988198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -988197.687500 Penalty: 2962.709717
	Iteration 26Q: 3 clusters Score -988197.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -988199.750000 Penalty: 2962.709717
	Iteration 27Q: 3 clusters Score -988199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -988199.812500 Penalty: 2962.709717
	Iteration 28Q: 3 clusters Score -988199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -988200.562500 Penalty: 2962.709717
	Iteration 29Q: 3 clusters Score -988200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -988201.000000 Penalty: 2962.709717
	Iteration 30Q: 3 clusters Score -988201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -988204.187500 Penalty: 2962.709717
	Iteration 31Q: 3 clusters Score -988204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -988202.437500 Penalty: 2962.709717
	Iteration 32Q: 3 clusters Score -988202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -988205.750000 Penalty: 2962.709717
	Iteration 33Q: 3 clusters Score -988205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -988206.125000 Penalty: 2962.709717
	Iteration 34Q: 3 clusters Score -988206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -988206.500000 Penalty: 2962.709717
	Iteration 35Q: 3 clusters Score -988206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -988206.875000 Penalty: 2962.709717
	Iteration 36Q: 3 clusters Score -988206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -988209.500000 Penalty: 2962.709717
	Iteration 37Q: 3 clusters Score -988209.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -988208.250000 Penalty: 2962.709717
	Iteration 38Q: 3 clusters Score -988208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -988208.937500 Penalty: 2962.709717
	Iteration 39Q: 3 clusters Score -988208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -988213.000000 Penalty: 2962.709717
	Iteration 40F: 3 clusters Score -988213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -988214.875000 Penalty: 2962.709717
	Iteration 41Q: 3 clusters Score -988214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -988214.562500 Penalty: 2962.709717
	Iteration 42Q: 3 clusters Score -988214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -988215.937500 Penalty: 2962.709717
	Iteration 43Q: 3 clusters Score -988215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -988217.500000 Penalty: 2962.709717
	Iteration 44Q: 3 clusters Score -988217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -988216.875000 Penalty: 2962.709717
	Iteration 45Q: 3 clusters Score -988216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -988218.312500 Penalty: 2962.709717
	Iteration 46Q: 3 clusters Score -988218.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -988220.437500 Penalty: 2962.709717
	Iteration 47Q: 3 clusters Score -988220.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -988222.812500 Penalty: 2962.709717
	Iteration 48Q: 3 clusters Score -988222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -988221.687500 Penalty: 2962.709717
	Iteration 49Q: 3 clusters Score -988221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -988224.625000 Penalty: 2962.709717
	Iteration 50Q: 3 clusters Score -988224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -988224.000000 Penalty: 2962.709717
	Iteration 51Q: 3 clusters Score -988224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -988226.812500 Penalty: 2962.709717
	Iteration 52Q: 3 clusters Score -988226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -988224.437500 Penalty: 2962.709717
	Iteration 53Q: 3 clusters Score -988224.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -988229.250000 Penalty: 2962.709717
	Iteration 54Q: 3 clusters Score -988229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -988230.000000 Penalty: 2962.709717
	Iteration 55Q: 3 clusters Score -988230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -988231.687500 Penalty: 2962.709717
	Iteration 56Q: 3 clusters Score -988231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -988234.312500 Penalty: 2962.709717
	Iteration 57Q: 3 clusters Score -988234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -988233.750000 Penalty: 2962.709717
	Iteration 58Q: 3 clusters Score -988233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -988233.812500 Penalty: 2962.709717
	Iteration 59Q: 3 clusters Score -988233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -988234.937500 Penalty: 2962.709717
	Iteration 60F: 3 clusters Score -988234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -988233.875000 Penalty: 2962.709717
	Iteration 61Q: 3 clusters Score -988233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -988234.187500 Penalty: 2962.709717
	Iteration 62Q: 3 clusters Score -988234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -988233.312500 Penalty: 2962.709717
	Iteration 63Q: 3 clusters Score -988233.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -988236.000000 Penalty: 2962.709717
	Iteration 64Q: 3 clusters Score -988236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -988237.937500 Penalty: 2962.709717
	Iteration 65Q: 3 clusters Score -988237.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -988241.000000 Penalty: 2962.709717
	Iteration 66Q: 3 clusters Score -988241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -988241.562500 Penalty: 2962.709717
	Iteration 67Q: 3 clusters Score -988241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -988242.937500 Penalty: 2962.709717
	Iteration 68Q: 3 clusters Score -988242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -988245.437500 Penalty: 2962.709717
	Iteration 69Q: 3 clusters Score -988245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -988246.500000 Penalty: 2962.709717
	Iteration 70Q: 3 clusters Score -988246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -988246.687500 Penalty: 2962.709717
	Iteration 71Q: 3 clusters Score -988246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -988249.500000 Penalty: 2962.709717
	Iteration 72Q: 3 clusters Score -988249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -988249.812500 Penalty: 2962.709717
	Iteration 73Q: 3 clusters Score -988249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -988251.125000 Penalty: 2962.709717
	Iteration 74Q: 3 clusters Score -988251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -988250.437500 Penalty: 2962.709717
	Iteration 75Q: 3 clusters Score -988250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -988252.562500 Penalty: 2962.709717
	Iteration 76Q: 3 clusters Score -988252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -988252.500000 Penalty: 2962.709717
	Iteration 77Q: 3 clusters Score -988252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -988254.125000 Penalty: 2962.709717
	Iteration 78Q: 3 clusters Score -988254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -988254.000000 Penalty: 2962.709717
	Iteration 79Q: 3 clusters Score -988254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -988255.062500 Penalty: 2962.709717
	Iteration 80F: 3 clusters Score -988255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -988253.437500 Penalty: 2962.709717
	Iteration 81Q: 3 clusters Score -988253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -988256.375000 Penalty: 2962.709717
	Iteration 82Q: 3 clusters Score -988256.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -988257.375000 Penalty: 2962.709717
	Iteration 83Q: 3 clusters Score -988257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -988257.125000 Penalty: 2962.709717
	Iteration 84Q: 3 clusters Score -988257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -988256.250000 Penalty: 2962.709717
	Iteration 85Q: 3 clusters Score -988256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -988256.875000 Penalty: 2962.709717
	Iteration 86Q: 3 clusters Score -988256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -988259.000000 Penalty: 2962.709717
	Iteration 87Q: 3 clusters Score -988259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -988258.187500 Penalty: 2962.709717
	Iteration 88Q: 3 clusters Score -988258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -988260.562500 Penalty: 2962.709717
	Iteration 89Q: 3 clusters Score -988260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -988260.062500 Penalty: 2962.709717
	Iteration 90Q: 3 clusters Score -988260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -988258.250000 Penalty: 2962.709717
	Iteration 91Q: 3 clusters Score -988258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -988260.875000 Penalty: 2962.709717
	Iteration 92Q: 3 clusters Score -988260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -988261.062500 Penalty: 2962.709717
	Iteration 93Q: 3 clusters Score -988261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -988261.000000 Penalty: 2962.709717
	Iteration 94Q: 3 clusters Score -988261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -988261.000000 Penalty: 2962.709717
	Iteration 95F: 3 clusters Score -988261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Entering Unmasked Estep 
Score: -3482183.500000 Penalty: 1693.315674
	Iteration 0F: 2 clusters Score -3482184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3459692.500000 Penalty: 3386.631348
	Iteration 0F: 3 clusters Score -3459692 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3468038.250000 Penalty: 3386.631348
	Iteration 1F: 3 clusters Score -3468038 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3468440.500000 Penalty: 3386.631348
	Iteration 2Q: 3 clusters Score -3468440 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3468810.500000 Penalty: 3386.631348
	Iteration 3Q: 3 clusters Score -3468810 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3469236.250000 Penalty: 3386.631348
	Iteration 4Q: 3 clusters Score -3469236 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3469800.500000 Penalty: 3386.631348
	Iteration 5Q: 3 clusters Score -3469800 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3470585.750000 Penalty: 3386.631348
	Iteration 6Q: 3 clusters Score -3470586 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3471905.500000 Penalty: 3386.631348
	Iteration 7F: 3 clusters Score -3471906 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3473866.250000 Penalty: 3386.631348
	Iteration 8F: 3 clusters Score -3473866 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3476293.500000 Penalty: 3386.631348
	Iteration 9F: 3 clusters Score -3476294 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3478517.250000 Penalty: 3386.631348
	Iteration 10F: 3 clusters Score -3478517 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3480147.000000 Penalty: 3386.631348
	Iteration 11Q: 3 clusters Score -3480147 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3481138.750000 Penalty: 3386.631348
	Iteration 12Q: 3 clusters Score -3481139 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3481530.750000 Penalty: 3386.631348
	Iteration 13Q: 3 clusters Score -3481531 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -3481629.500000 Penalty: 3386.631348
	Iteration 14Q: 3 clusters Score -3481630 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3481672.250000 Penalty: 3386.631348
	Iteration 15Q: 3 clusters Score -3481672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3481707.000000 Penalty: 3386.631348
	Iteration 16Q: 3 clusters Score -3481707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3481722.500000 Penalty: 3386.631348
	Iteration 17Q: 3 clusters Score -3481722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3481741.750000 Penalty: 3386.631348
	Iteration 18Q: 3 clusters Score -3481742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3481742.750000 Penalty: 3386.631348
	Iteration 19Q: 3 clusters Score -3481743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3481747.250000 Penalty: 3386.631348
	Iteration 20F: 3 clusters Score -3481747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3481751.500000 Penalty: 3386.631348
	Iteration 21Q: 3 clusters Score -3481752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3481751.000000 Penalty: 3386.631348
	Iteration 22Q: 3 clusters Score -3481751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3481753.000000 Penalty: 3386.631348
	Iteration 23Q: 3 clusters Score -3481753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3481756.750000 Penalty: 3386.631348
	Iteration 24Q: 3 clusters Score -3481757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3481761.750000 Penalty: 3386.631348
	Iteration 25Q: 3 clusters Score -3481762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3481758.000000 Penalty: 3386.631348
	Iteration 26Q: 3 clusters Score -3481758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -3481758.750000 Penalty: 3386.631348
	Iteration 27Q: 3 clusters Score -3481759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3481759.250000 Penalty: 3386.631348
	Iteration 28Q: 3 clusters Score -3481759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -3481757.000000 Penalty: 3386.631348
	Iteration 29Q: 3 clusters Score -3481757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3481760.750000 Penalty: 3386.631348
	Iteration 30Q: 3 clusters Score -3481761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3481760.000000 Penalty: 3386.631348
	Iteration 31Q: 3 clusters Score -3481760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -3481760.750000 Penalty: 3386.631348
	Iteration 32Q: 3 clusters Score -3481761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3481763.750000 Penalty: 3386.631348
	Iteration 33Q: 3 clusters Score -3481764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3481765.500000 Penalty: 3386.631348
	Iteration 34Q: 3 clusters Score -3481766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3481763.750000 Penalty: 3386.631348
	Iteration 35Q: 3 clusters Score -3481764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3481763.000000 Penalty: 3386.631348
	Iteration 36Q: 3 clusters Score -3481763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3481763.500000 Penalty: 3386.631348
	Iteration 37Q: 3 clusters Score -3481764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3481763.500000 Penalty: 3386.631348
	Iteration 38F: 3 clusters Score -3481764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (190568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190568 members 
Entering Unmasked Estep 
Score: -20163466.000000 Penalty: 1975.636719
	Iteration 0F: 2 clusters Score -2.016347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -20039296.000000 Penalty: 3951.273438
	Iteration 0F: 3 clusters Score -2.00393e+07 nChanged 92308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -20095528.000000 Penalty: 3951.273438
	Iteration 1F: 3 clusters Score -2.009553e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -20098736.000000 Penalty: 3951.273438
	Iteration 2Q: 3 clusters Score -2.009874e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -20104052.000000 Penalty: 3951.273438
	Iteration 3Q: 3 clusters Score -2.010405e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -20111398.000000 Penalty: 3951.273438
	Iteration 4F: 3 clusters Score -2.01114e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -20120550.000000 Penalty: 3951.273438
	Iteration 5F: 3 clusters Score -2.012055e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -20130304.000000 Penalty: 3951.273438
	Iteration 6F: 3 clusters Score -2.01303e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -20138692.000000 Penalty: 3951.273438
	Iteration 7F: 3 clusters Score -2.013869e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -20144236.000000 Penalty: 3951.273438
	Iteration 8F: 3 clusters Score -2.014424e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117389 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -20147052.000000 Penalty: 3951.273438
	Iteration 9Q: 3 clusters Score -2.014705e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -20148610.000000 Penalty: 3951.273438
	Iteration 10Q: 3 clusters Score -2.014861e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -20150172.000000 Penalty: 3951.273438
	Iteration 11Q: 3 clusters Score -2.015017e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127891 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -20151606.000000 Penalty: 3951.273438
	Iteration 12Q: 3 clusters Score -2.015161e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131303 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -20152928.000000 Penalty: 3951.273438
	Iteration 13Q: 3 clusters Score -2.015293e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134793 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -20154558.000000 Penalty: 3951.273438
	Iteration 14Q: 3 clusters Score -2.015456e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -20156090.000000 Penalty: 3951.273438
	Iteration 15Q: 3 clusters Score -2.015609e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -20157364.000000 Penalty: 3951.273438
	Iteration 16Q: 3 clusters Score -2.015736e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144664 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -20158612.000000 Penalty: 3951.273438
	Iteration 17Q: 3 clusters Score -2.015861e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147697 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -20159778.000000 Penalty: 3951.273438
	Iteration 18Q: 3 clusters Score -2.015978e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150609 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -20160758.000000 Penalty: 3951.273438
	Iteration 19Q: 3 clusters Score -2.016076e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -20161792.000000 Penalty: 3951.273438
	Iteration 20F: 3 clusters Score -2.016179e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -20162728.000000 Penalty: 3951.273438
	Iteration 21Q: 3 clusters Score -2.016273e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -20163530.000000 Penalty: 3951.273438
	Iteration 22Q: 3 clusters Score -2.016353e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160631 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -20164238.000000 Penalty: 3951.273438
	Iteration 23Q: 3 clusters Score -2.016424e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -20164806.000000 Penalty: 3951.273438
	Iteration 24Q: 3 clusters Score -2.016481e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -20165382.000000 Penalty: 3951.273438
	Iteration 25Q: 3 clusters Score -2.016538e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166310 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -20165964.000000 Penalty: 3951.273438
	Iteration 26Q: 3 clusters Score -2.016596e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -20166310.000000 Penalty: 3951.273438
	Iteration 27Q: 3 clusters Score -2.016631e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169332 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -20166642.000000 Penalty: 3951.273438
	Iteration 28Q: 3 clusters Score -2.016664e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170654 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -20167088.000000 Penalty: 3951.273438
	Iteration 29Q: 3 clusters Score -2.016709e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171926 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -20167572.000000 Penalty: 3951.273438
	Iteration 30Q: 3 clusters Score -2.016757e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -20168088.000000 Penalty: 3951.273438
	Iteration 31Q: 3 clusters Score -2.016809e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174218 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -20168838.000000 Penalty: 3951.273438
	Iteration 32Q: 3 clusters Score -2.016884e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175203 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -20170040.000000 Penalty: 3951.273438
	Iteration 33Q: 3 clusters Score -2.017004e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -20171112.000000 Penalty: 3951.273438
	Iteration 34Q: 3 clusters Score -2.017111e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176283 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -20171530.000000 Penalty: 3951.273438
	Iteration 35Q: 3 clusters Score -2.017153e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176477 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -20171674.000000 Penalty: 3951.273438
	Iteration 36Q: 3 clusters Score -2.017167e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -20171772.000000 Penalty: 3951.273438
	Iteration 37Q: 3 clusters Score -2.017177e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176638 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -20171734.000000 Penalty: 3951.273438
	Iteration 38Q: 3 clusters Score -2.017173e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176643 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -20171704.000000 Penalty: 3951.273438
	Iteration 39Q: 3 clusters Score -2.01717e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176643 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -20171724.000000 Penalty: 3951.273438
	Iteration 40F: 3 clusters Score -2.017172e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176645 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -20171724.000000 Penalty: 3951.273438
	Iteration 41Q: 3 clusters Score -2.017172e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176649 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -20171762.000000 Penalty: 3951.273438
	Iteration 42Q: 3 clusters Score -2.017176e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176658 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -20171764.000000 Penalty: 3951.273438
	Iteration 43Q: 3 clusters Score -2.017176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176664 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -20171752.000000 Penalty: 3951.273438
	Iteration 44Q: 3 clusters Score -2.017175e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176659 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -20171760.000000 Penalty: 3951.273438
	Iteration 45Q: 3 clusters Score -2.017176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176659 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -20171752.000000 Penalty: 3951.273438
	Iteration 46Q: 3 clusters Score -2.017175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176669 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -20171760.000000 Penalty: 3951.273438
	Iteration 47Q: 3 clusters Score -2.017176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -20171754.000000 Penalty: 3951.273438
	Iteration 48Q: 3 clusters Score -2.017175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176683 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -20171762.000000 Penalty: 3951.273438
	Iteration 49Q: 3 clusters Score -2.017176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176696 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -20171784.000000 Penalty: 3951.273438
	Iteration 50Q: 3 clusters Score -2.017178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176699 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -20171788.000000 Penalty: 3951.273438
	Iteration 51Q: 3 clusters Score -2.017179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -20171764.000000 Penalty: 3951.273438
	Iteration 52Q: 3 clusters Score -2.017176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176701 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -20171784.000000 Penalty: 3951.273438
	Iteration 53Q: 3 clusters Score -2.017178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -20171766.000000 Penalty: 3951.273438
	Iteration 54Q: 3 clusters Score -2.017177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -20171758.000000 Penalty: 3951.273438
	Iteration 55Q: 3 clusters Score -2.017176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -20171756.000000 Penalty: 3951.273438
	Iteration 56Q: 3 clusters Score -2.017176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -20171764.000000 Penalty: 3951.273438
	Iteration 57Q: 3 clusters Score -2.017176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -20171780.000000 Penalty: 3951.273438
	Iteration 58Q: 3 clusters Score -2.017178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -20171778.000000 Penalty: 3951.273438
	Iteration 59Q: 3 clusters Score -2.017178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -20171788.000000 Penalty: 3951.273438
	Iteration 60F: 3 clusters Score -2.017179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -20171778.000000 Penalty: 3951.273438
	Iteration 61Q: 3 clusters Score -2.017178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -20171790.000000 Penalty: 3951.273438
	Iteration 62Q: 3 clusters Score -2.017179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176716 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -20171776.000000 Penalty: 3951.273438
	Iteration 63Q: 3 clusters Score -2.017178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -20171780.000000 Penalty: 3951.273438
	Iteration 64Q: 3 clusters Score -2.017178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176721 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -20171772.000000 Penalty: 3951.273438
	Iteration 65Q: 3 clusters Score -2.017177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176721 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -20171772.000000 Penalty: 3951.273438
	Iteration 66F: 3 clusters Score -2.017177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 181242 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16839 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Entering Unmasked Estep 
Score: -100987360.000000 Penalty: 64979.320312
Splitting cluster 6 changes total score from -100979176.000000 to -100987360.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (181242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181242 members 
Entering Unmasked Estep 
Score: -19623612.000000 Penalty: 1967.483154
	Iteration 0F: 2 clusters Score -1.962361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -19526994.000000 Penalty: 3934.966309
	Iteration 0F: 3 clusters Score -1.952699e+07 nChanged 87477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -19577970.000000 Penalty: 3934.966309
	Iteration 1F: 3 clusters Score -1.957797e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 96734 members 
Entering Unmasked Estep 
Score: -19579092.000000 Penalty: 3934.966309
	Iteration 2Q: 3 clusters Score -1.957909e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81271 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -19580436.000000 Penalty: 3934.966309
	Iteration 3Q: 3 clusters Score -1.958044e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 104201 members 
Entering Unmasked Estep 
Score: -19582790.000000 Penalty: 3934.966309
	Iteration 4Q: 3 clusters Score -1.958279e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -19586326.000000 Penalty: 3934.966309
	Iteration 5F: 3 clusters Score -1.958633e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -19592002.000000 Penalty: 3934.966309
	Iteration 6F: 3 clusters Score -1.9592e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -19600722.000000 Penalty: 3934.966309
	Iteration 7F: 3 clusters Score -1.960072e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -19608240.000000 Penalty: 3934.966309
	Iteration 8F: 3 clusters Score -1.960824e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -19611188.000000 Penalty: 3934.966309
	Iteration 9F: 3 clusters Score -1.961119e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -19612152.000000 Penalty: 3934.966309
	Iteration 10Q: 3 clusters Score -1.961215e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -19612700.000000 Penalty: 3934.966309
	Iteration 11Q: 3 clusters Score -1.96127e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -19613484.000000 Penalty: 3934.966309
	Iteration 12Q: 3 clusters Score -1.961348e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -19614332.000000 Penalty: 3934.966309
	Iteration 13Q: 3 clusters Score -1.961433e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -19615048.000000 Penalty: 3934.966309
	Iteration 14Q: 3 clusters Score -1.961505e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -19615672.000000 Penalty: 3934.966309
	Iteration 15Q: 3 clusters Score -1.961567e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -19616256.000000 Penalty: 3934.966309
	Iteration 16Q: 3 clusters Score -1.961626e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -19616898.000000 Penalty: 3934.966309
	Iteration 17Q: 3 clusters Score -1.96169e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -19617188.000000 Penalty: 3934.966309
	Iteration 18Q: 3 clusters Score -1.961719e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -19617570.000000 Penalty: 3934.966309
	Iteration 19Q: 3 clusters Score -1.961757e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -19618132.000000 Penalty: 3934.966309
	Iteration 20F: 3 clusters Score -1.961813e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -19618710.000000 Penalty: 3934.966309
	Iteration 21Q: 3 clusters Score -1.961871e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -19619610.000000 Penalty: 3934.966309
	Iteration 22Q: 3 clusters Score -1.961961e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -19620586.000000 Penalty: 3934.966309
	Iteration 23Q: 3 clusters Score -1.962059e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -19622576.000000 Penalty: 3934.966309
	Iteration 24Q: 3 clusters Score -1.962258e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131642 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -19624958.000000 Penalty: 3934.966309
	Iteration 25Q: 3 clusters Score -1.962496e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -19627310.000000 Penalty: 3934.966309
	Iteration 26Q: 3 clusters Score -1.962731e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146988 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -19628820.000000 Penalty: 3934.966309
	Iteration 27Q: 3 clusters Score -1.962882e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152950 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -19629536.000000 Penalty: 3934.966309
	Iteration 28Q: 3 clusters Score -1.962954e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -19629912.000000 Penalty: 3934.966309
	Iteration 29Q: 3 clusters Score -1.962991e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161297 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -19630178.000000 Penalty: 3934.966309
	Iteration 30Q: 3 clusters Score -1.963018e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164328 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -19630174.000000 Penalty: 3934.966309
	Iteration 31Q: 3 clusters Score -1.963017e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -19630022.000000 Penalty: 3934.966309
	Iteration 32Q: 3 clusters Score -1.963002e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -19629860.000000 Penalty: 3934.966309
	Iteration 33Q: 3 clusters Score -1.962986e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170063 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -19629164.000000 Penalty: 3934.966309
	Iteration 34Q: 3 clusters Score -1.962916e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -19628492.000000 Penalty: 3934.966309
	Iteration 35Q: 3 clusters Score -1.962849e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172357 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -19628080.000000 Penalty: 3934.966309
	Iteration 36Q: 3 clusters Score -1.962808e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173178 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -19627676.000000 Penalty: 3934.966309
	Iteration 37Q: 3 clusters Score -1.962768e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173802 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -19627480.000000 Penalty: 3934.966309
	Iteration 38Q: 3 clusters Score -1.962748e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174340 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -19627072.000000 Penalty: 3934.966309
	Iteration 39Q: 3 clusters Score -1.962707e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174758 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -19628204.000000 Penalty: 3934.966309
	Iteration 40F: 3 clusters Score -1.96282e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -19626976.000000 Penalty: 3934.966309
	Iteration 41Q: 3 clusters Score -1.962698e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177622 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -19626080.000000 Penalty: 3934.966309
	Iteration 42Q: 3 clusters Score -1.962608e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178207 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -19625480.000000 Penalty: 3934.966309
	Iteration 43Q: 3 clusters Score -1.962548e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19625182.000000 Penalty: 3934.966309
	Iteration 44Q: 3 clusters Score -1.962518e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19624890.000000 Penalty: 3934.966309
	Iteration 45Q: 3 clusters Score -1.962489e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -19624652.000000 Penalty: 3934.966309
	Iteration 46Q: 3 clusters Score -1.962465e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179238 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -19624534.000000 Penalty: 3934.966309
	Iteration 47Q: 3 clusters Score -1.962453e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179367 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19624390.000000 Penalty: 3934.966309
	Iteration 48Q: 3 clusters Score -1.962439e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -19624230.000000 Penalty: 3934.966309
	Iteration 49Q: 3 clusters Score -1.962423e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19624140.000000 Penalty: 3934.966309
	Iteration 50Q: 3 clusters Score -1.962414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -19624082.000000 Penalty: 3934.966309
	Iteration 51Q: 3 clusters Score -1.962408e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -19624044.000000 Penalty: 3934.966309
	Iteration 52Q: 3 clusters Score -1.962404e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179654 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19623978.000000 Penalty: 3934.966309
	Iteration 53Q: 3 clusters Score -1.962398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179691 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19623904.000000 Penalty: 3934.966309
	Iteration 54Q: 3 clusters Score -1.96239e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179724 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -19623850.000000 Penalty: 3934.966309
	Iteration 55Q: 3 clusters Score -1.962385e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179754 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19623828.000000 Penalty: 3934.966309
	Iteration 56Q: 3 clusters Score -1.962383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179782 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -19623796.000000 Penalty: 3934.966309
	Iteration 57Q: 3 clusters Score -1.96238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179798 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19623788.000000 Penalty: 3934.966309
	Iteration 58Q: 3 clusters Score -1.962379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179814 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19623780.000000 Penalty: 3934.966309
	Iteration 59Q: 3 clusters Score -1.962378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179831 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19623760.000000 Penalty: 3934.966309
	Iteration 60F: 3 clusters Score -1.962376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179845 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19623758.000000 Penalty: 3934.966309
	Iteration 61Q: 3 clusters Score -1.962376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179852 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -19623738.000000 Penalty: 3934.966309
	Iteration 62Q: 3 clusters Score -1.962374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179862 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -19623718.000000 Penalty: 3934.966309
	Iteration 63Q: 3 clusters Score -1.962372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179869 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19623708.000000 Penalty: 3934.966309
	Iteration 64Q: 3 clusters Score -1.962371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179873 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19623714.000000 Penalty: 3934.966309
	Iteration 65Q: 3 clusters Score -1.962371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179879 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19623710.000000 Penalty: 3934.966309
	Iteration 66Q: 3 clusters Score -1.962371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179883 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19623694.000000 Penalty: 3934.966309
	Iteration 67Q: 3 clusters Score -1.962369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179886 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19623692.000000 Penalty: 3934.966309
	Iteration 68Q: 3 clusters Score -1.962369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179887 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19623698.000000 Penalty: 3934.966309
	Iteration 69Q: 3 clusters Score -1.96237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179888 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -19623700.000000 Penalty: 3934.966309
	Iteration 70Q: 3 clusters Score -1.96237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179890 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -19623692.000000 Penalty: 3934.966309
	Iteration 71Q: 3 clusters Score -1.962369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -19623686.000000 Penalty: 3934.966309
	Iteration 72Q: 3 clusters Score -1.962369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179897 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19623686.000000 Penalty: 3934.966309
	Iteration 73Q: 3 clusters Score -1.962369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179899 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19623678.000000 Penalty: 3934.966309
	Iteration 74Q: 3 clusters Score -1.962368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179898 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19623680.000000 Penalty: 3934.966309
	Iteration 75Q: 3 clusters Score -1.962368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179898 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19623680.000000 Penalty: 3934.966309
	Iteration 76F: 3 clusters Score -1.962368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16839 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Entering Unmasked Estep 
Score: -100986752.000000 Penalty: 67219.984375
Splitting cluster 7 changes total score from -100979176.000000 to -100986752.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 8 (11586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Entering Unmasked Estep 
Score: -1177694.000000 Penalty: 1520.602295
	Iteration 0F: 2 clusters Score -1177694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1169562.875000 Penalty: 3041.204590
	Iteration 0F: 3 clusters Score -1169563 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1172331.750000 Penalty: 3041.204590
	Iteration 1F: 3 clusters Score -1172332 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1172657.750000 Penalty: 3041.204590
	Iteration 2F: 3 clusters Score -1172658 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1173003.875000 Penalty: 3041.204590
	Iteration 3F: 3 clusters Score -1173004 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1173305.250000 Penalty: 3041.204590
	Iteration 4Q: 3 clusters Score -1173305 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1173571.875000 Penalty: 3041.204590
	Iteration 5Q: 3 clusters Score -1173572 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1173857.875000 Penalty: 3041.204590
	Iteration 6Q: 3 clusters Score -1173858 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1174191.625000 Penalty: 3041.204590
	Iteration 7Q: 3 clusters Score -1174192 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1174562.625000 Penalty: 3041.204590
	Iteration 8Q: 3 clusters Score -1174563 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1174977.625000 Penalty: 3041.204590
	Iteration 9Q: 3 clusters Score -1174978 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1175326.125000 Penalty: 3041.204590
	Iteration 10Q: 3 clusters Score -1175326 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1175592.625000 Penalty: 3041.204590
	Iteration 11Q: 3 clusters Score -1175593 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1175782.000000 Penalty: 3041.204590
	Iteration 12Q: 3 clusters Score -1175782 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1175925.750000 Penalty: 3041.204590
	Iteration 13Q: 3 clusters Score -1175926 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1176032.500000 Penalty: 3041.204590
	Iteration 14Q: 3 clusters Score -1176032 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1176108.750000 Penalty: 3041.204590
	Iteration 15Q: 3 clusters Score -1176109 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1176163.125000 Penalty: 3041.204590
	Iteration 16Q: 3 clusters Score -1176163 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1176195.875000 Penalty: 3041.204590
	Iteration 17Q: 3 clusters Score -1176196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1176216.500000 Penalty: 3041.204590
	Iteration 18Q: 3 clusters Score -1176216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1176230.375000 Penalty: 3041.204590
	Iteration 19Q: 3 clusters Score -1176230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1176241.875000 Penalty: 3041.204590
	Iteration 20F: 3 clusters Score -1176242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1176252.250000 Penalty: 3041.204590
	Iteration 21Q: 3 clusters Score -1176252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1176271.125000 Penalty: 3041.204590
	Iteration 22Q: 3 clusters Score -1176271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1176281.875000 Penalty: 3041.204590
	Iteration 23Q: 3 clusters Score -1176282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1176287.250000 Penalty: 3041.204590
	Iteration 24Q: 3 clusters Score -1176287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1176292.000000 Penalty: 3041.204590
	Iteration 25Q: 3 clusters Score -1176292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1176297.500000 Penalty: 3041.204590
	Iteration 26Q: 3 clusters Score -1176298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1176300.375000 Penalty: 3041.204590
	Iteration 27Q: 3 clusters Score -1176300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1176303.750000 Penalty: 3041.204590
	Iteration 28Q: 3 clusters Score -1176304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1176302.125000 Penalty: 3041.204590
	Iteration 29Q: 3 clusters Score -1176302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1176301.875000 Penalty: 3041.204590
	Iteration 30Q: 3 clusters Score -1176302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1176305.250000 Penalty: 3041.204590
	Iteration 31Q: 3 clusters Score -1176305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1176304.875000 Penalty: 3041.204590
	Iteration 32Q: 3 clusters Score -1176305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1176303.750000 Penalty: 3041.204590
	Iteration 33Q: 3 clusters Score -1176304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1176307.750000 Penalty: 3041.204590
	Iteration 34Q: 3 clusters Score -1176308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1176311.000000 Penalty: 3041.204590
	Iteration 35Q: 3 clusters Score -1176311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1176309.750000 Penalty: 3041.204590
	Iteration 36Q: 3 clusters Score -1176310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1176310.375000 Penalty: 3041.204590
	Iteration 37Q: 3 clusters Score -1176310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1176310.750000 Penalty: 3041.204590
	Iteration 38Q: 3 clusters Score -1176311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1176309.375000 Penalty: 3041.204590
	Iteration 39Q: 3 clusters Score -1176309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1176310.125000 Penalty: 3041.204590
	Iteration 40F: 3 clusters Score -1176310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1176310.125000 Penalty: 3041.204590
	Iteration 41Q: 3 clusters Score -1176310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1176313.125000 Penalty: 3041.204590
	Iteration 42Q: 3 clusters Score -1176313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1176315.125000 Penalty: 3041.204590
	Iteration 43Q: 3 clusters Score -1176315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1176315.000000 Penalty: 3041.204590
	Iteration 44Q: 3 clusters Score -1176315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1176317.000000 Penalty: 3041.204590
	Iteration 45Q: 3 clusters Score -1176317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1176316.875000 Penalty: 3041.204590
	Iteration 46Q: 3 clusters Score -1176317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1176317.000000 Penalty: 3041.204590
	Iteration 47Q: 3 clusters Score -1176317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1176317.250000 Penalty: 3041.204590
	Iteration 48Q: 3 clusters Score -1176317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1176316.125000 Penalty: 3041.204590
	Iteration 49Q: 3 clusters Score -1176316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1176316.125000 Penalty: 3041.204590
	Iteration 50F: 3 clusters Score -1176316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -251994.734375 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -251994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249656.250000 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -249656.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -250195.578125 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -250195.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -250311.359375 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -250311.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -250378.937500 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -250378.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -250425.671875 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -250425.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -250461.093750 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -250461.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250492.250000 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -250492.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -250524.484375 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -250524.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -250564.296875 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -250564.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -250620.828125 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -250620.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -250725.687500 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -250725.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -250966.625000 Penalty: 2531.572754
	Iteration 11F: 3 clusters Score -250966.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -251373.828125 Penalty: 2531.572754
	Iteration 12F: 3 clusters Score -251373.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -251813.500000 Penalty: 2531.572754
	Iteration 13F: 3 clusters Score -251813.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252119.265625 Penalty: 2531.572754
	Iteration 14F: 3 clusters Score -252119.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -252249.781250 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -252249.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -252306.625000 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -252306.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -252332.484375 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -252332.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -252346.156250 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -252346.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -252354.812500 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -252354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -252357.515625 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -252357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -252358.750000 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -252358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252359.015625 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -252359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252359.015625 Penalty: 2531.572754
	Iteration 23F: 3 clusters Score -252359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16839 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Entering Unmasked Estep 
Score: -100985744.000000 Penalty: 69460.656250
Splitting cluster 9 changes total score from -100979176.000000 to -100985744.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (51954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Entering Unmasked Estep 
Score: -5386853.500000 Penalty: 1764.443604
	Iteration 0F: 2 clusters Score -5386854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5351934.500000 Penalty: 3528.887207
	Iteration 0F: 3 clusters Score -5351934 nChanged 24547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5366121.500000 Penalty: 3528.887207
	Iteration 1F: 3 clusters Score -5366122 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5366955.000000 Penalty: 3528.887207
	Iteration 2Q: 3 clusters Score -5366955 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5367888.500000 Penalty: 3528.887207
	Iteration 3Q: 3 clusters Score -5367888 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -5369199.500000 Penalty: 3528.887207
	Iteration 4F: 3 clusters Score -5369200 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5370948.000000 Penalty: 3528.887207
	Iteration 5F: 3 clusters Score -5370948 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -5372971.000000 Penalty: 3528.887207
	Iteration 6F: 3 clusters Score -5372971 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5375159.000000 Penalty: 3528.887207
	Iteration 7F: 3 clusters Score -5375159 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5377506.000000 Penalty: 3528.887207
	Iteration 8F: 3 clusters Score -5377506 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5379690.000000 Penalty: 3528.887207
	Iteration 9F: 3 clusters Score -5379690 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -5381616.000000 Penalty: 3528.887207
	Iteration 10Q: 3 clusters Score -5381616 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -5383016.500000 Penalty: 3528.887207
	Iteration 11Q: 3 clusters Score -5383016 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -5384044.000000 Penalty: 3528.887207
	Iteration 12Q: 3 clusters Score -5384044 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -5384691.000000 Penalty: 3528.887207
	Iteration 13Q: 3 clusters Score -5384691 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -5385093.500000 Penalty: 3528.887207
	Iteration 14Q: 3 clusters Score -5385094 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -5385297.500000 Penalty: 3528.887207
	Iteration 15Q: 3 clusters Score -5385298 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -5385450.500000 Penalty: 3528.887207
	Iteration 16Q: 3 clusters Score -5385450 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -5385524.500000 Penalty: 3528.887207
	Iteration 17Q: 3 clusters Score -5385524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -5385564.000000 Penalty: 3528.887207
	Iteration 18Q: 3 clusters Score -5385564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -5385614.500000 Penalty: 3528.887207
	Iteration 19Q: 3 clusters Score -5385614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -5385654.500000 Penalty: 3528.887207
	Iteration 20F: 3 clusters Score -5385654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -5385672.500000 Penalty: 3528.887207
	Iteration 21Q: 3 clusters Score -5385672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -5385709.000000 Penalty: 3528.887207
	Iteration 22Q: 3 clusters Score -5385709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -5385709.000000 Penalty: 3528.887207
	Iteration 23Q: 3 clusters Score -5385709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -5385735.500000 Penalty: 3528.887207
	Iteration 24Q: 3 clusters Score -5385736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -5385754.500000 Penalty: 3528.887207
	Iteration 25Q: 3 clusters Score -5385754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -5385769.500000 Penalty: 3528.887207
	Iteration 26Q: 3 clusters Score -5385770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -5385800.000000 Penalty: 3528.887207
	Iteration 27Q: 3 clusters Score -5385800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -5385789.500000 Penalty: 3528.887207
	Iteration 28Q: 3 clusters Score -5385790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -5385799.500000 Penalty: 3528.887207
	Iteration 29Q: 3 clusters Score -5385800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -5385804.500000 Penalty: 3528.887207
	Iteration 30Q: 3 clusters Score -5385804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -5385822.000000 Penalty: 3528.887207
	Iteration 31Q: 3 clusters Score -5385822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -5385830.500000 Penalty: 3528.887207
	Iteration 32Q: 3 clusters Score -5385830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -5385834.000000 Penalty: 3528.887207
	Iteration 33Q: 3 clusters Score -5385834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -5385835.000000 Penalty: 3528.887207
	Iteration 34Q: 3 clusters Score -5385835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -5385851.000000 Penalty: 3528.887207
	Iteration 35Q: 3 clusters Score -5385851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -5385857.500000 Penalty: 3528.887207
	Iteration 36Q: 3 clusters Score -5385858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -5385860.000000 Penalty: 3528.887207
	Iteration 37Q: 3 clusters Score -5385860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -5385863.000000 Penalty: 3528.887207
	Iteration 38Q: 3 clusters Score -5385863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -5385868.500000 Penalty: 3528.887207
	Iteration 39Q: 3 clusters Score -5385868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -5385876.000000 Penalty: 3528.887207
	Iteration 40F: 3 clusters Score -5385876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -5385875.000000 Penalty: 3528.887207
	Iteration 41Q: 3 clusters Score -5385875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -5385877.000000 Penalty: 3528.887207
	Iteration 42Q: 3 clusters Score -5385877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -5385875.000000 Penalty: 3528.887207
	Iteration 43Q: 3 clusters Score -5385875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -5385876.500000 Penalty: 3528.887207
	Iteration 44Q: 3 clusters Score -5385876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -5385876.500000 Penalty: 3528.887207
	Iteration 45F: 3 clusters Score -5385876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1021408.000000 Penalty: 1498.136353
	Iteration 0F: 2 clusters Score -1021408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1014110.937500 Penalty: 2996.272705
	Iteration 0F: 3 clusters Score -1014111 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1016701.750000 Penalty: 2996.272705
	Iteration 1F: 3 clusters Score -1016702 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1017220.375000 Penalty: 2996.272705
	Iteration 2F: 3 clusters Score -1017220 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1017677.375000 Penalty: 2996.272705
	Iteration 3F: 3 clusters Score -1017677 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1018221.437500 Penalty: 2996.272705
	Iteration 4F: 3 clusters Score -1018221 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1018871.437500 Penalty: 2996.272705
	Iteration 5F: 3 clusters Score -1018871 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1019513.437500 Penalty: 2996.272705
	Iteration 6F: 3 clusters Score -1019513 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1020099.375000 Penalty: 2996.272705
	Iteration 7F: 3 clusters Score -1020099 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1020616.250000 Penalty: 2996.272705
	Iteration 8Q: 3 clusters Score -1020616 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1021035.875000 Penalty: 2996.272705
	Iteration 9Q: 3 clusters Score -1021036 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1021276.437500 Penalty: 2996.272705
	Iteration 10Q: 3 clusters Score -1021276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1021383.562500 Penalty: 2996.272705
	Iteration 11Q: 3 clusters Score -1021384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1021435.812500 Penalty: 2996.272705
	Iteration 12Q: 3 clusters Score -1021436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1021458.562500 Penalty: 2996.272705
	Iteration 13Q: 3 clusters Score -1021459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1021465.437500 Penalty: 2996.272705
	Iteration 14Q: 3 clusters Score -1021465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1021478.000000 Penalty: 2996.272705
	Iteration 15Q: 3 clusters Score -1021478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1021482.187500 Penalty: 2996.272705
	Iteration 16Q: 3 clusters Score -1021482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1021482.687500 Penalty: 2996.272705
	Iteration 17Q: 3 clusters Score -1021483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1021483.625000 Penalty: 2996.272705
	Iteration 18Q: 3 clusters Score -1021484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1021487.187500 Penalty: 2996.272705
	Iteration 19Q: 3 clusters Score -1021487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1021488.375000 Penalty: 2996.272705
	Iteration 20F: 3 clusters Score -1021488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1021490.687500 Penalty: 2996.272705
	Iteration 21Q: 3 clusters Score -1021491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1021490.500000 Penalty: 2996.272705
	Iteration 22Q: 3 clusters Score -1021490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1021490.687500 Penalty: 2996.272705
	Iteration 23Q: 3 clusters Score -1021491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1021491.125000 Penalty: 2996.272705
	Iteration 24Q: 3 clusters Score -1021491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1021491.125000 Penalty: 2996.272705
	Iteration 25F: 3 clusters Score -1021491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 16839 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 1538 members 
Entering Unmasked Estep 
Score: -100985152.000000 Penalty: 71701.320312
Splitting cluster 11 changes total score from -100979176.000000 to -100985152.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (89947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Entering Unmasked Estep 
Score: -9779273.000000 Penalty: 1853.633545
	Iteration 0F: 2 clusters Score -9779273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -9719256.000000 Penalty: 3707.267090
	Iteration 0F: 3 clusters Score -9719256 nChanged 42919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9744066.000000 Penalty: 3707.267090
	Iteration 1F: 3 clusters Score -9744066 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -9744811.000000 Penalty: 3707.267090
	Iteration 2Q: 3 clusters Score -9744811 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -9745998.000000 Penalty: 3707.267090
	Iteration 3Q: 3 clusters Score -9745998 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -9747681.000000 Penalty: 3707.267090
	Iteration 4Q: 3 clusters Score -9747681 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -9750293.000000 Penalty: 3707.267090
	Iteration 5F: 3 clusters Score -9750293 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -9754066.000000 Penalty: 3707.267090
	Iteration 6F: 3 clusters Score -9754066 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -9759372.000000 Penalty: 3707.267090
	Iteration 7F: 3 clusters Score -9759372 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -9764731.000000 Penalty: 3707.267090
	Iteration 8F: 3 clusters Score -9764731 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -9769236.000000 Penalty: 3707.267090
	Iteration 9F: 3 clusters Score -9769236 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -9772406.000000 Penalty: 3707.267090
	Iteration 10Q: 3 clusters Score -9772406 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -9774569.000000 Penalty: 3707.267090
	Iteration 11Q: 3 clusters Score -9774569 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -9776003.000000 Penalty: 3707.267090
	Iteration 12Q: 3 clusters Score -9776003 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -9776804.000000 Penalty: 3707.267090
	Iteration 13Q: 3 clusters Score -9776804 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -9777194.000000 Penalty: 3707.267090
	Iteration 14Q: 3 clusters Score -9777194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -9777344.000000 Penalty: 3707.267090
	Iteration 15Q: 3 clusters Score -9777344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -9777439.000000 Penalty: 3707.267090
	Iteration 16Q: 3 clusters Score -9777439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -9777512.000000 Penalty: 3707.267090
	Iteration 17Q: 3 clusters Score -9777512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -9777556.000000 Penalty: 3707.267090
	Iteration 18Q: 3 clusters Score -9777556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -9777584.000000 Penalty: 3707.267090
	Iteration 19Q: 3 clusters Score -9777584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -9777609.000000 Penalty: 3707.267090
	Iteration 20F: 3 clusters Score -9777609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -9777633.000000 Penalty: 3707.267090
	Iteration 21Q: 3 clusters Score -9777633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -9777632.000000 Penalty: 3707.267090
	Iteration 22Q: 3 clusters Score -9777632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -9777632.000000 Penalty: 3707.267090
	Iteration 23Q: 3 clusters Score -9777632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -9777638.000000 Penalty: 3707.267090
	Iteration 24Q: 3 clusters Score -9777638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -9777641.000000 Penalty: 3707.267090
	Iteration 25Q: 3 clusters Score -9777641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -9777643.000000 Penalty: 3707.267090
	Iteration 26Q: 3 clusters Score -9777643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -9777643.000000 Penalty: 3707.267090
	Iteration 27F: 3 clusters Score -9777643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -891753.187500 Penalty: 1474.012817
	Iteration 0F: 2 clusters Score -891753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -885392.500000 Penalty: 2948.025635
	Iteration 0F: 3 clusters Score -885392.5 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -887433.250000 Penalty: 2948.025635
	Iteration 1F: 3 clusters Score -887433.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -887739.812500 Penalty: 2948.025635
	Iteration 2F: 3 clusters Score -887739.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -888014.062500 Penalty: 2948.025635
	Iteration 3F: 3 clusters Score -888014.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -888311.375000 Penalty: 2948.025635
	Iteration 4F: 3 clusters Score -888311.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -888596.687500 Penalty: 2948.025635
	Iteration 5F: 3 clusters Score -888596.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -888889.687500 Penalty: 2948.025635
	Iteration 6F: 3 clusters Score -888889.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -889167.937500 Penalty: 2948.025635
	Iteration 7F: 3 clusters Score -889167.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -889374.375000 Penalty: 2948.025635
	Iteration 8Q: 3 clusters Score -889374.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -889549.000000 Penalty: 2948.025635
	Iteration 9Q: 3 clusters Score -889549 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -889682.750000 Penalty: 2948.025635
	Iteration 10Q: 3 clusters Score -889682.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -889802.875000 Penalty: 2948.025635
	Iteration 11Q: 3 clusters Score -889802.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -889913.750000 Penalty: 2948.025635
	Iteration 12Q: 3 clusters Score -889913.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -890026.750000 Penalty: 2948.025635
	Iteration 13Q: 3 clusters Score -890026.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -890130.062500 Penalty: 2948.025635
	Iteration 14Q: 3 clusters Score -890130.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -890228.562500 Penalty: 2948.025635
	Iteration 15Q: 3 clusters Score -890228.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -890326.187500 Penalty: 2948.025635
	Iteration 16Q: 3 clusters Score -890326.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -890383.437500 Penalty: 2948.025635
	Iteration 17Q: 3 clusters Score -890383.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -890423.625000 Penalty: 2948.025635
	Iteration 18Q: 3 clusters Score -890423.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -890459.875000 Penalty: 2948.025635
	Iteration 19Q: 3 clusters Score -890459.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -890489.500000 Penalty: 2948.025635
	Iteration 20F: 3 clusters Score -890489.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -890529.062500 Penalty: 2948.025635
	Iteration 21Q: 3 clusters Score -890529.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -890558.812500 Penalty: 2948.025635
	Iteration 22Q: 3 clusters Score -890558.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -890586.375000 Penalty: 2948.025635
	Iteration 23Q: 3 clusters Score -890586.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -890603.937500 Penalty: 2948.025635
	Iteration 24Q: 3 clusters Score -890603.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -890621.187500 Penalty: 2948.025635
	Iteration 25Q: 3 clusters Score -890621.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -890633.375000 Penalty: 2948.025635
	Iteration 26Q: 3 clusters Score -890633.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -890642.250000 Penalty: 2948.025635
	Iteration 27Q: 3 clusters Score -890642.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -890652.937500 Penalty: 2948.025635
	Iteration 28Q: 3 clusters Score -890652.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -890658.500000 Penalty: 2948.025635
	Iteration 29Q: 3 clusters Score -890658.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -890668.500000 Penalty: 2948.025635
	Iteration 30Q: 3 clusters Score -890668.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -890681.750000 Penalty: 2948.025635
	Iteration 31Q: 3 clusters Score -890681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -890688.062500 Penalty: 2948.025635
	Iteration 32Q: 3 clusters Score -890688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -890696.375000 Penalty: 2948.025635
	Iteration 33Q: 3 clusters Score -890696.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -890707.125000 Penalty: 2948.025635
	Iteration 34Q: 3 clusters Score -890707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -890713.625000 Penalty: 2948.025635
	Iteration 35Q: 3 clusters Score -890713.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -890719.187500 Penalty: 2948.025635
	Iteration 36Q: 3 clusters Score -890719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -890723.062500 Penalty: 2948.025635
	Iteration 37Q: 3 clusters Score -890723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -890722.812500 Penalty: 2948.025635
	Iteration 38Q: 3 clusters Score -890722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -890725.000000 Penalty: 2948.025635
	Iteration 39Q: 3 clusters Score -890725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -890725.000000 Penalty: 2948.025635
	Iteration 40F: 3 clusters Score -890725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -268777.687500 Penalty: 1275.894897
	Iteration 0F: 2 clusters Score -268777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -266281.125000 Penalty: 2551.789795
	Iteration 0F: 3 clusters Score -266281.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266864.093750 Penalty: 2551.789795
	Iteration 1F: 3 clusters Score -266864.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -266989.437500 Penalty: 2551.789795
	Iteration 2F: 3 clusters Score -266989.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -267074.812500 Penalty: 2551.789795
	Iteration 3F: 3 clusters Score -267074.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -267129.125000 Penalty: 2551.789795
	Iteration 4Q: 3 clusters Score -267129.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267167.156250 Penalty: 2551.789795
	Iteration 5Q: 3 clusters Score -267167.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -267196.531250 Penalty: 2551.789795
	Iteration 6Q: 3 clusters Score -267196.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -267219.156250 Penalty: 2551.789795
	Iteration 7Q: 3 clusters Score -267219.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267250.468750 Penalty: 2551.789795
	Iteration 8Q: 3 clusters Score -267250.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267281.562500 Penalty: 2551.789795
	Iteration 9Q: 3 clusters Score -267281.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -267316.406250 Penalty: 2551.789795
	Iteration 10Q: 3 clusters Score -267316.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -267358.343750 Penalty: 2551.789795
	Iteration 11Q: 3 clusters Score -267358.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -267408.000000 Penalty: 2551.789795
	Iteration 12Q: 3 clusters Score -267408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -267456.562500 Penalty: 2551.789795
	Iteration 13Q: 3 clusters Score -267456.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -267491.906250 Penalty: 2551.789795
	Iteration 14Q: 3 clusters Score -267491.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -267522.656250 Penalty: 2551.789795
	Iteration 15Q: 3 clusters Score -267522.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -267553.093750 Penalty: 2551.789795
	Iteration 16Q: 3 clusters Score -267553.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -267583.375000 Penalty: 2551.789795
	Iteration 17Q: 3 clusters Score -267583.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -267616.625000 Penalty: 2551.789795
	Iteration 18Q: 3 clusters Score -267616.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -267635.843750 Penalty: 2551.789795
	Iteration 19Q: 3 clusters Score -267635.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -267652.125000 Penalty: 2551.789795
	Iteration 20F: 3 clusters Score -267652.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -267670.906250 Penalty: 2551.789795
	Iteration 21Q: 3 clusters Score -267670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -267684.843750 Penalty: 2551.789795
	Iteration 22Q: 3 clusters Score -267684.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -267691.218750 Penalty: 2551.789795
	Iteration 23Q: 3 clusters Score -267691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -267696.000000 Penalty: 2551.789795
	Iteration 24Q: 3 clusters Score -267696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -267698.531250 Penalty: 2551.789795
	Iteration 25Q: 3 clusters Score -267698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -267701.531250 Penalty: 2551.789795
	Iteration 26Q: 3 clusters Score -267701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -267705.750000 Penalty: 2551.789795
	Iteration 27Q: 3 clusters Score -267705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -267707.531250 Penalty: 2551.789795
	Iteration 28Q: 3 clusters Score -267707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -267709.218750 Penalty: 2551.789795
	Iteration 29Q: 3 clusters Score -267709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -267710.875000 Penalty: 2551.789795
	Iteration 30Q: 3 clusters Score -267710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -267712.281250 Penalty: 2551.789795
	Iteration 31Q: 3 clusters Score -267712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -267715.031250 Penalty: 2551.789795
	Iteration 32Q: 3 clusters Score -267715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -267719.625000 Penalty: 2551.789795
	Iteration 33Q: 3 clusters Score -267719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -267725.625000 Penalty: 2551.789795
	Iteration 34Q: 3 clusters Score -267725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -267727.781250 Penalty: 2551.789795
	Iteration 35Q: 3 clusters Score -267727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -267728.968750 Penalty: 2551.789795
	Iteration 36Q: 3 clusters Score -267729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -267731.062500 Penalty: 2551.789795
	Iteration 37Q: 3 clusters Score -267731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -267731.156250 Penalty: 2551.789795
	Iteration 38Q: 3 clusters Score -267731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -267731.156250 Penalty: 2551.789795
	Iteration 39F: 3 clusters Score -267731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -58059.996094 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -58060 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 456 members 
Entering Unmasked Estep 
Score: -57050.734375 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -57050.73 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58126.242188 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -58126.24 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59393.824219 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -59393.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61178.046875 Penalty: 2215.083008
	Iteration 3F: 3 clusters Score -61178.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62202.890625 Penalty: 2215.083008
	Iteration 4F: 3 clusters Score -62202.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62469.156250 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -62469.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62628.636719 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -62628.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62742.382812 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -62742.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62827.222656 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -62827.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62836.214844 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -62836.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62840.628906 Penalty: 2215.083008
	Iteration 10F: 3 clusters Score -62840.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62857.824219 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -62857.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62859.785156 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -62859.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62859.785156 Penalty: 2215.083008
	Iteration 13F: 3 clusters Score -62859.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 16839 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 299 members 
Entering Unmasked Estep 
Score: -100988888.000000 Penalty: 73941.984375
Splitting cluster 15 changes total score from -100979176.000000 to -100988888.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (16839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Entering Unmasked Estep 
Score: -1786934.125000 Penalty: 1581.361084
	Iteration 0F: 2 clusters Score -1786934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1775191.625000 Penalty: 3162.722168
	Iteration 0F: 3 clusters Score -1775192 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1779381.875000 Penalty: 3162.722168
	Iteration 1F: 3 clusters Score -1779382 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1779901.125000 Penalty: 3162.722168
	Iteration 2F: 3 clusters Score -1779901 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1780667.500000 Penalty: 3162.722168
	Iteration 3F: 3 clusters Score -1780668 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1781869.625000 Penalty: 3162.722168
	Iteration 4F: 3 clusters Score -1781870 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1783227.500000 Penalty: 3162.722168
	Iteration 5F: 3 clusters Score -1783228 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1784329.000000 Penalty: 3162.722168
	Iteration 6F: 3 clusters Score -1784329 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1785000.625000 Penalty: 3162.722168
	Iteration 7F: 3 clusters Score -1785001 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1785409.125000 Penalty: 3162.722168
	Iteration 8Q: 3 clusters Score -1785409 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1785651.750000 Penalty: 3162.722168
	Iteration 9Q: 3 clusters Score -1785652 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1785862.625000 Penalty: 3162.722168
	Iteration 10Q: 3 clusters Score -1785863 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1786030.750000 Penalty: 3162.722168
	Iteration 11Q: 3 clusters Score -1786031 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1786176.625000 Penalty: 3162.722168
	Iteration 12Q: 3 clusters Score -1786177 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1786369.875000 Penalty: 3162.722168
	Iteration 13Q: 3 clusters Score -1786370 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1786579.250000 Penalty: 3162.722168
	Iteration 14Q: 3 clusters Score -1786579 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1786811.375000 Penalty: 3162.722168
	Iteration 15Q: 3 clusters Score -1786811 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1787020.250000 Penalty: 3162.722168
	Iteration 16Q: 3 clusters Score -1787020 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1787191.250000 Penalty: 3162.722168
	Iteration 17Q: 3 clusters Score -1787191 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1787311.750000 Penalty: 3162.722168
	Iteration 18Q: 3 clusters Score -1787312 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1787393.000000 Penalty: 3162.722168
	Iteration 19Q: 3 clusters Score -1787393 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1787467.750000 Penalty: 3162.722168
	Iteration 20F: 3 clusters Score -1787468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1787520.875000 Penalty: 3162.722168
	Iteration 21Q: 3 clusters Score -1787521 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1787552.250000 Penalty: 3162.722168
	Iteration 22Q: 3 clusters Score -1787552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1787577.125000 Penalty: 3162.722168
	Iteration 23Q: 3 clusters Score -1787577 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1787591.875000 Penalty: 3162.722168
	Iteration 24Q: 3 clusters Score -1787592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1787597.125000 Penalty: 3162.722168
	Iteration 25Q: 3 clusters Score -1787597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1787602.750000 Penalty: 3162.722168
	Iteration 26Q: 3 clusters Score -1787603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1787614.000000 Penalty: 3162.722168
	Iteration 27Q: 3 clusters Score -1787614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1787617.875000 Penalty: 3162.722168
	Iteration 28Q: 3 clusters Score -1787618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1787612.000000 Penalty: 3162.722168
	Iteration 29Q: 3 clusters Score -1787612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1787614.125000 Penalty: 3162.722168
	Iteration 30Q: 3 clusters Score -1787614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1787614.625000 Penalty: 3162.722168
	Iteration 31Q: 3 clusters Score -1787615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1787615.500000 Penalty: 3162.722168
	Iteration 32Q: 3 clusters Score -1787616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1787615.375000 Penalty: 3162.722168
	Iteration 33Q: 3 clusters Score -1787615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1787618.250000 Penalty: 3162.722168
	Iteration 34Q: 3 clusters Score -1787618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1787618.375000 Penalty: 3162.722168
	Iteration 35Q: 3 clusters Score -1787618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1787622.500000 Penalty: 3162.722168
	Iteration 36Q: 3 clusters Score -1787622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1787621.375000 Penalty: 3162.722168
	Iteration 37Q: 3 clusters Score -1787621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1787621.375000 Penalty: 3162.722168
	Iteration 38F: 3 clusters Score -1787621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 299 members 
Mstep: Class 34 contains 9982 members 
Entering Unmasked Estep 
Score: -100989288.000000 Penalty: 76182.656250
Splitting cluster 16 changes total score from -100979176.000000 to -100989288.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -123854.015625 Penalty: 1149.130615
	Iteration 0F: 2 clusters Score -123854 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 576 members 
Entering Unmasked Estep 
Score: -122286.945312 Penalty: 2298.261230
	Iteration 0F: 3 clusters Score -122286.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -122644.007812 Penalty: 2298.261230
	Iteration 1F: 3 clusters Score -122644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122783.968750 Penalty: 2298.261230
	Iteration 2F: 3 clusters Score -122784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -122881.125000 Penalty: 2298.261230
	Iteration 3F: 3 clusters Score -122881.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122971.273438 Penalty: 2298.261230
	Iteration 4F: 3 clusters Score -122971.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123026.546875 Penalty: 2298.261230
	Iteration 5Q: 3 clusters Score -123026.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -123061.492188 Penalty: 2298.261230
	Iteration 6Q: 3 clusters Score -123061.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -123086.390625 Penalty: 2298.261230
	Iteration 7Q: 3 clusters Score -123086.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123106.585938 Penalty: 2298.261230
	Iteration 8Q: 3 clusters Score -123106.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123126.390625 Penalty: 2298.261230
	Iteration 9Q: 3 clusters Score -123126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123147.578125 Penalty: 2298.261230
	Iteration 10Q: 3 clusters Score -123147.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123169.195312 Penalty: 2298.261230
	Iteration 11Q: 3 clusters Score -123169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123186.921875 Penalty: 2298.261230
	Iteration 12Q: 3 clusters Score -123186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123202.750000 Penalty: 2298.261230
	Iteration 13Q: 3 clusters Score -123202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -123211.132812 Penalty: 2298.261230
	Iteration 14Q: 3 clusters Score -123211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123214.593750 Penalty: 2298.261230
	Iteration 15Q: 3 clusters Score -123214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123220.828125 Penalty: 2298.261230
	Iteration 16Q: 3 clusters Score -123220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -123226.117188 Penalty: 2298.261230
	Iteration 17Q: 3 clusters Score -123226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123228.046875 Penalty: 2298.261230
	Iteration 18Q: 3 clusters Score -123228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123230.164062 Penalty: 2298.261230
	Iteration 19Q: 3 clusters Score -123230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123232.015625 Penalty: 2298.261230
	Iteration 20F: 3 clusters Score -123232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123233.171875 Penalty: 2298.261230
	Iteration 21Q: 3 clusters Score -123233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123233.171875 Penalty: 2298.261230
	Iteration 22F: 3 clusters Score -123233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Entering Unmasked Estep 
Score: -1192981.500000 Penalty: 1531.858521
	Iteration 0F: 2 clusters Score -1192982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1184274.750000 Penalty: 3063.717041
	Iteration 0F: 3 clusters Score -1184275 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1188151.000000 Penalty: 3063.717041
	Iteration 1F: 3 clusters Score -1188151 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1189931.875000 Penalty: 3063.717041
	Iteration 2F: 3 clusters Score -1189932 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1191822.750000 Penalty: 3063.717041
	Iteration 3F: 3 clusters Score -1191823 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1192978.250000 Penalty: 3063.717041
	Iteration 4F: 3 clusters Score -1192978 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1193611.000000 Penalty: 3063.717041
	Iteration 5F: 3 clusters Score -1193611 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1193938.125000 Penalty: 3063.717041
	Iteration 6Q: 3 clusters Score -1193938 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1194106.500000 Penalty: 3063.717041
	Iteration 7Q: 3 clusters Score -1194106 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1194192.375000 Penalty: 3063.717041
	Iteration 8Q: 3 clusters Score -1194192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1194237.000000 Penalty: 3063.717041
	Iteration 9Q: 3 clusters Score -1194237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1194264.500000 Penalty: 3063.717041
	Iteration 10Q: 3 clusters Score -1194264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1194279.000000 Penalty: 3063.717041
	Iteration 11Q: 3 clusters Score -1194279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1194296.000000 Penalty: 3063.717041
	Iteration 12Q: 3 clusters Score -1194296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1194306.000000 Penalty: 3063.717041
	Iteration 13Q: 3 clusters Score -1194306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1194309.625000 Penalty: 3063.717041
	Iteration 14Q: 3 clusters Score -1194310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1194313.500000 Penalty: 3063.717041
	Iteration 15Q: 3 clusters Score -1194314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1194312.125000 Penalty: 3063.717041
	Iteration 16Q: 3 clusters Score -1194312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1194317.000000 Penalty: 3063.717041
	Iteration 17Q: 3 clusters Score -1194317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1194318.500000 Penalty: 3063.717041
	Iteration 18Q: 3 clusters Score -1194318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1194317.750000 Penalty: 3063.717041
	Iteration 19Q: 3 clusters Score -1194318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1194318.000000 Penalty: 3063.717041
	Iteration 20F: 3 clusters Score -1194318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1194318.625000 Penalty: 3063.717041
	Iteration 21Q: 3 clusters Score -1194319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1194319.750000 Penalty: 3063.717041
	Iteration 22Q: 3 clusters Score -1194320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1194318.375000 Penalty: 3063.717041
	Iteration 23Q: 3 clusters Score -1194318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1194318.625000 Penalty: 3063.717041
	Iteration 24Q: 3 clusters Score -1194319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1194321.000000 Penalty: 3063.717041
	Iteration 25Q: 3 clusters Score -1194321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1194320.875000 Penalty: 3063.717041
	Iteration 26Q: 3 clusters Score -1194321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1194320.000000 Penalty: 3063.717041
	Iteration 27Q: 3 clusters Score -1194320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1194319.875000 Penalty: 3063.717041
	Iteration 28Q: 3 clusters Score -1194320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1194319.875000 Penalty: 3063.717041
	Iteration 29F: 3 clusters Score -1194320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 299 members 
Mstep: Class 34 contains 9982 members 
Mstep: Class 35 contains 2243 members 
Entering Unmasked Estep 
Score: -100989544.000000 Penalty: 78423.320312
Splitting cluster 18 changes total score from -100979176.000000 to -100989544.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -974700.875000 Penalty: 1477.469482
	Iteration 0F: 2 clusters Score -974700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -968229.750000 Penalty: 2954.938965
	Iteration 0F: 3 clusters Score -968229.8 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -970389.937500 Penalty: 2954.938965
	Iteration 1F: 3 clusters Score -970389.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -970739.500000 Penalty: 2954.938965
	Iteration 2F: 3 clusters Score -970739.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -971012.937500 Penalty: 2954.938965
	Iteration 3F: 3 clusters Score -971012.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -971255.625000 Penalty: 2954.938965
	Iteration 4F: 3 clusters Score -971255.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -971451.187500 Penalty: 2954.938965
	Iteration 5Q: 3 clusters Score -971451.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -971629.250000 Penalty: 2954.938965
	Iteration 6Q: 3 clusters Score -971629.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -971780.750000 Penalty: 2954.938965
	Iteration 7Q: 3 clusters Score -971780.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -971925.937500 Penalty: 2954.938965
	Iteration 8Q: 3 clusters Score -971925.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -972051.500000 Penalty: 2954.938965
	Iteration 9Q: 3 clusters Score -972051.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -972155.062500 Penalty: 2954.938965
	Iteration 10Q: 3 clusters Score -972155.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -972261.125000 Penalty: 2954.938965
	Iteration 11Q: 3 clusters Score -972261.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -972329.812500 Penalty: 2954.938965
	Iteration 12Q: 3 clusters Score -972329.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -972389.812500 Penalty: 2954.938965
	Iteration 13Q: 3 clusters Score -972389.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -972439.062500 Penalty: 2954.938965
	Iteration 14Q: 3 clusters Score -972439.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -972470.812500 Penalty: 2954.938965
	Iteration 15Q: 3 clusters Score -972470.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -972490.375000 Penalty: 2954.938965
	Iteration 16Q: 3 clusters Score -972490.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -972507.000000 Penalty: 2954.938965
	Iteration 17Q: 3 clusters Score -972507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -972520.250000 Penalty: 2954.938965
	Iteration 18Q: 3 clusters Score -972520.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -972529.687500 Penalty: 2954.938965
	Iteration 19Q: 3 clusters Score -972529.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -972538.562500 Penalty: 2954.938965
	Iteration 20F: 3 clusters Score -972538.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -972550.312500 Penalty: 2954.938965
	Iteration 21Q: 3 clusters Score -972550.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -972557.125000 Penalty: 2954.938965
	Iteration 22Q: 3 clusters Score -972557.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -972560.437500 Penalty: 2954.938965
	Iteration 23Q: 3 clusters Score -972560.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -972561.750000 Penalty: 2954.938965
	Iteration 24Q: 3 clusters Score -972561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -972562.062500 Penalty: 2954.938965
	Iteration 25Q: 3 clusters Score -972562.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -972566.250000 Penalty: 2954.938965
	Iteration 26Q: 3 clusters Score -972566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -972568.937500 Penalty: 2954.938965
	Iteration 27Q: 3 clusters Score -972568.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -972573.250000 Penalty: 2954.938965
	Iteration 28Q: 3 clusters Score -972573.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -972572.937500 Penalty: 2954.938965
	Iteration 29Q: 3 clusters Score -972572.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -972579.312500 Penalty: 2954.938965
	Iteration 30Q: 3 clusters Score -972579.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -972581.062500 Penalty: 2954.938965
	Iteration 31Q: 3 clusters Score -972581.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -972583.125000 Penalty: 2954.938965
	Iteration 32Q: 3 clusters Score -972583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -972586.437500 Penalty: 2954.938965
	Iteration 33Q: 3 clusters Score -972586.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -972590.625000 Penalty: 2954.938965
	Iteration 34Q: 3 clusters Score -972590.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -972593.062500 Penalty: 2954.938965
	Iteration 35Q: 3 clusters Score -972593.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -972596.500000 Penalty: 2954.938965
	Iteration 36Q: 3 clusters Score -972596.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -972596.312500 Penalty: 2954.938965
	Iteration 37Q: 3 clusters Score -972596.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -972601.500000 Penalty: 2954.938965
	Iteration 38Q: 3 clusters Score -972601.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -972602.750000 Penalty: 2954.938965
	Iteration 39Q: 3 clusters Score -972602.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -972607.312500 Penalty: 2954.938965
	Iteration 40F: 3 clusters Score -972607.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -972607.625000 Penalty: 2954.938965
	Iteration 41Q: 3 clusters Score -972607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -972611.187500 Penalty: 2954.938965
	Iteration 42Q: 3 clusters Score -972611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -972612.125000 Penalty: 2954.938965
	Iteration 43Q: 3 clusters Score -972612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -972610.062500 Penalty: 2954.938965
	Iteration 44Q: 3 clusters Score -972610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -972611.000000 Penalty: 2954.938965
	Iteration 45Q: 3 clusters Score -972611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -972611.125000 Penalty: 2954.938965
	Iteration 46Q: 3 clusters Score -972611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -972610.625000 Penalty: 2954.938965
	Iteration 47Q: 3 clusters Score -972610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -972612.937500 Penalty: 2954.938965
	Iteration 48Q: 3 clusters Score -972612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -972612.625000 Penalty: 2954.938965
	Iteration 49Q: 3 clusters Score -972612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -972613.312500 Penalty: 2954.938965
	Iteration 50Q: 3 clusters Score -972613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -972610.937500 Penalty: 2954.938965
	Iteration 51Q: 3 clusters Score -972610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -972610.937500 Penalty: 2954.938965
	Iteration 52F: 3 clusters Score -972610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -459278.937500 Penalty: 1378.288208
	Iteration 0F: 2 clusters Score -459278.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -455496.625000 Penalty: 2756.576416
	Iteration 0F: 3 clusters Score -455496.6 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -457105.500000 Penalty: 2756.576416
	Iteration 1F: 3 clusters Score -457105.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -457699.875000 Penalty: 2756.576416
	Iteration 2F: 3 clusters Score -457699.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -458192.968750 Penalty: 2756.576416
	Iteration 3F: 3 clusters Score -458193 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -458529.250000 Penalty: 2756.576416
	Iteration 4F: 3 clusters Score -458529.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -458776.500000 Penalty: 2756.576416
	Iteration 5Q: 3 clusters Score -458776.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -458956.156250 Penalty: 2756.576416
	Iteration 6Q: 3 clusters Score -458956.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -459052.125000 Penalty: 2756.576416
	Iteration 7Q: 3 clusters Score -459052.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -459101.500000 Penalty: 2756.576416
	Iteration 8Q: 3 clusters Score -459101.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -459131.250000 Penalty: 2756.576416
	Iteration 9Q: 3 clusters Score -459131.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -459151.656250 Penalty: 2756.576416
	Iteration 10Q: 3 clusters Score -459151.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -459166.250000 Penalty: 2756.576416
	Iteration 11Q: 3 clusters Score -459166.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -459172.437500 Penalty: 2756.576416
	Iteration 12Q: 3 clusters Score -459172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -459174.093750 Penalty: 2756.576416
	Iteration 13Q: 3 clusters Score -459174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -459175.906250 Penalty: 2756.576416
	Iteration 14Q: 3 clusters Score -459175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -459177.312500 Penalty: 2756.576416
	Iteration 15Q: 3 clusters Score -459177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -459180.000000 Penalty: 2756.576416
	Iteration 16Q: 3 clusters Score -459180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -459181.687500 Penalty: 2756.576416
	Iteration 17Q: 3 clusters Score -459181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -459182.687500 Penalty: 2756.576416
	Iteration 18Q: 3 clusters Score -459182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -459186.593750 Penalty: 2756.576416
	Iteration 19Q: 3 clusters Score -459186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -459185.437500 Penalty: 2756.576416
	Iteration 20F: 3 clusters Score -459185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -797693.750000 Penalty: 1451.269775
	Iteration 0F: 2 clusters Score -797693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -792054.625000 Penalty: 2902.539551
	Iteration 0F: 3 clusters Score -792054.6 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -793773.187500 Penalty: 2902.539551
	Iteration 1F: 3 clusters Score -793773.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -794015.625000 Penalty: 2902.539551
	Iteration 2F: 3 clusters Score -794015.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -794218.437500 Penalty: 2902.539551
	Iteration 3F: 3 clusters Score -794218.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -794413.625000 Penalty: 2902.539551
	Iteration 4Q: 3 clusters Score -794413.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -794590.375000 Penalty: 2902.539551
	Iteration 5Q: 3 clusters Score -794590.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -794777.875000 Penalty: 2902.539551
	Iteration 6Q: 3 clusters Score -794777.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -794974.625000 Penalty: 2902.539551
	Iteration 7Q: 3 clusters Score -794974.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -795199.500000 Penalty: 2902.539551
	Iteration 8Q: 3 clusters Score -795199.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -795429.000000 Penalty: 2902.539551
	Iteration 9Q: 3 clusters Score -795429 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -795637.750000 Penalty: 2902.539551
	Iteration 10Q: 3 clusters Score -795637.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -795823.375000 Penalty: 2902.539551
	Iteration 11Q: 3 clusters Score -795823.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -795989.125000 Penalty: 2902.539551
	Iteration 12Q: 3 clusters Score -795989.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -796104.750000 Penalty: 2902.539551
	Iteration 13Q: 3 clusters Score -796104.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -796200.125000 Penalty: 2902.539551
	Iteration 14Q: 3 clusters Score -796200.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -796266.000000 Penalty: 2902.539551
	Iteration 15Q: 3 clusters Score -796266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -796325.375000 Penalty: 2902.539551
	Iteration 16Q: 3 clusters Score -796325.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -796367.812500 Penalty: 2902.539551
	Iteration 17Q: 3 clusters Score -796367.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -796402.625000 Penalty: 2902.539551
	Iteration 18Q: 3 clusters Score -796402.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -796414.125000 Penalty: 2902.539551
	Iteration 19Q: 3 clusters Score -796414.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -796430.062500 Penalty: 2902.539551
	Iteration 20F: 3 clusters Score -796430.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -796444.187500 Penalty: 2902.539551
	Iteration 21Q: 3 clusters Score -796444.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -796454.687500 Penalty: 2902.539551
	Iteration 22Q: 3 clusters Score -796454.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -796469.625000 Penalty: 2902.539551
	Iteration 23Q: 3 clusters Score -796469.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -796472.812500 Penalty: 2902.539551
	Iteration 24Q: 3 clusters Score -796472.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -796482.875000 Penalty: 2902.539551
	Iteration 25Q: 3 clusters Score -796482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -796491.250000 Penalty: 2902.539551
	Iteration 26Q: 3 clusters Score -796491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -796499.312500 Penalty: 2902.539551
	Iteration 27Q: 3 clusters Score -796499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -796504.812500 Penalty: 2902.539551
	Iteration 28Q: 3 clusters Score -796504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -796511.312500 Penalty: 2902.539551
	Iteration 29Q: 3 clusters Score -796511.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -796516.500000 Penalty: 2902.539551
	Iteration 30Q: 3 clusters Score -796516.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -796523.187500 Penalty: 2902.539551
	Iteration 31Q: 3 clusters Score -796523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -796526.062500 Penalty: 2902.539551
	Iteration 32Q: 3 clusters Score -796526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -796527.875000 Penalty: 2902.539551
	Iteration 33Q: 3 clusters Score -796527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -796529.750000 Penalty: 2902.539551
	Iteration 34Q: 3 clusters Score -796529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -796530.875000 Penalty: 2902.539551
	Iteration 35Q: 3 clusters Score -796530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -796533.125000 Penalty: 2902.539551
	Iteration 36Q: 3 clusters Score -796533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -796535.500000 Penalty: 2902.539551
	Iteration 37Q: 3 clusters Score -796535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -796536.812500 Penalty: 2902.539551
	Iteration 38Q: 3 clusters Score -796536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -796540.687500 Penalty: 2902.539551
	Iteration 39Q: 3 clusters Score -796540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -796544.125000 Penalty: 2902.539551
	Iteration 40F: 3 clusters Score -796544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -796547.312500 Penalty: 2902.539551
	Iteration 41Q: 3 clusters Score -796547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -796548.062500 Penalty: 2902.539551
	Iteration 42Q: 3 clusters Score -796548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -796547.687500 Penalty: 2902.539551
	Iteration 43Q: 3 clusters Score -796547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -796548.000000 Penalty: 2902.539551
	Iteration 44Q: 3 clusters Score -796548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -796548.000000 Penalty: 2902.539551
	Iteration 45Q: 3 clusters Score -796548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -796548.000000 Penalty: 2902.539551
	Iteration 46F: 3 clusters Score -796548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Entering Unmasked Estep 
Score: -1437089.250000 Penalty: 1554.574951
	Iteration 0F: 2 clusters Score -1437089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1427202.750000 Penalty: 3109.149902
	Iteration 0F: 3 clusters Score -1427203 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1430861.125000 Penalty: 3109.149902
	Iteration 1F: 3 clusters Score -1430861 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1431607.625000 Penalty: 3109.149902
	Iteration 2F: 3 clusters Score -1431608 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1432602.625000 Penalty: 3109.149902
	Iteration 3F: 3 clusters Score -1432603 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1433753.250000 Penalty: 3109.149902
	Iteration 4F: 3 clusters Score -1433753 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1434718.750000 Penalty: 3109.149902
	Iteration 5F: 3 clusters Score -1434719 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1435325.000000 Penalty: 3109.149902
	Iteration 6Q: 3 clusters Score -1435325 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1435645.750000 Penalty: 3109.149902
	Iteration 7Q: 3 clusters Score -1435646 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1435804.250000 Penalty: 3109.149902
	Iteration 8Q: 3 clusters Score -1435804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1435900.125000 Penalty: 3109.149902
	Iteration 9Q: 3 clusters Score -1435900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1435952.625000 Penalty: 3109.149902
	Iteration 10Q: 3 clusters Score -1435953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1435985.625000 Penalty: 3109.149902
	Iteration 11Q: 3 clusters Score -1435986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1436030.125000 Penalty: 3109.149902
	Iteration 12Q: 3 clusters Score -1436030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1436042.000000 Penalty: 3109.149902
	Iteration 13Q: 3 clusters Score -1436042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1436043.875000 Penalty: 3109.149902
	Iteration 14Q: 3 clusters Score -1436044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1436047.625000 Penalty: 3109.149902
	Iteration 15Q: 3 clusters Score -1436048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1436054.875000 Penalty: 3109.149902
	Iteration 16Q: 3 clusters Score -1436055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1436056.500000 Penalty: 3109.149902
	Iteration 17Q: 3 clusters Score -1436056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1436054.250000 Penalty: 3109.149902
	Iteration 18Q: 3 clusters Score -1436054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1436054.250000 Penalty: 3109.149902
	Iteration 19F: 3 clusters Score -1436054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -235325.093750 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -235325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -233066.109375 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -233066.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -233586.109375 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -233586.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -233750.093750 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -233750.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -233898.812500 Penalty: 2506.979980
	Iteration 3F: 3 clusters Score -233898.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -233999.109375 Penalty: 2506.979980
	Iteration 4Q: 3 clusters Score -233999.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -234091.718750 Penalty: 2506.979980
	Iteration 5Q: 3 clusters Score -234091.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -234193.328125 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -234193.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -234322.750000 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -234322.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -234477.031250 Penalty: 2506.979980
	Iteration 8F: 3 clusters Score -234477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -234610.078125 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -234610.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -234672.796875 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -234672.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -234723.843750 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -234723.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -234751.796875 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -234751.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -234772.500000 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -234772.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -234787.687500 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -234787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -234803.312500 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -234803.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -234815.375000 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -234815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -234823.250000 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -234823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -234827.531250 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -234827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -234828.296875 Penalty: 2506.979980
	Iteration 19Q: 3 clusters Score -234828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -234829.140625 Penalty: 2506.979980
	Iteration 20F: 3 clusters Score -234829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -234830.828125 Penalty: 2506.979980
	Iteration 21Q: 3 clusters Score -234830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -234832.921875 Penalty: 2506.979980
	Iteration 22Q: 3 clusters Score -234832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -234837.562500 Penalty: 2506.979980
	Iteration 23Q: 3 clusters Score -234837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -234839.734375 Penalty: 2506.979980
	Iteration 24Q: 3 clusters Score -234839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -234843.578125 Penalty: 2506.979980
	Iteration 25Q: 3 clusters Score -234843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -234844.546875 Penalty: 2506.979980
	Iteration 26Q: 3 clusters Score -234844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -234846.343750 Penalty: 2506.979980
	Iteration 27Q: 3 clusters Score -234846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -234848.359375 Penalty: 2506.979980
	Iteration 28Q: 3 clusters Score -234848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -234850.765625 Penalty: 2506.979980
	Iteration 29Q: 3 clusters Score -234850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -234855.875000 Penalty: 2506.979980
	Iteration 30Q: 3 clusters Score -234855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -234860.703125 Penalty: 2506.979980
	Iteration 31Q: 3 clusters Score -234860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -234866.000000 Penalty: 2506.979980
	Iteration 32Q: 3 clusters Score -234866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -234869.140625 Penalty: 2506.979980
	Iteration 33Q: 3 clusters Score -234869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -234871.046875 Penalty: 2506.979980
	Iteration 34Q: 3 clusters Score -234871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -234873.000000 Penalty: 2506.979980
	Iteration 35Q: 3 clusters Score -234873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -234873.828125 Penalty: 2506.979980
	Iteration 36Q: 3 clusters Score -234873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -234873.828125 Penalty: 2506.979980
	Iteration 37F: 3 clusters Score -234873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -176793.281250 Penalty: 1239.555054
	Iteration 0F: 2 clusters Score -176793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -174794.093750 Penalty: 2479.110107
	Iteration 0F: 3 clusters Score -174794.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -176346.359375 Penalty: 2479.110107
	Iteration 1F: 3 clusters Score -176346.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -177732.656250 Penalty: 2479.110107
	Iteration 2F: 3 clusters Score -177732.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -178575.875000 Penalty: 2479.110107
	Iteration 3F: 3 clusters Score -178575.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -179047.234375 Penalty: 2479.110107
	Iteration 4F: 3 clusters Score -179047.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -179177.687500 Penalty: 2479.110107
	Iteration 5F: 3 clusters Score -179177.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -179241.218750 Penalty: 2479.110107
	Iteration 6Q: 3 clusters Score -179241.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -179276.046875 Penalty: 2479.110107
	Iteration 7Q: 3 clusters Score -179276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -179285.812500 Penalty: 2479.110107
	Iteration 8Q: 3 clusters Score -179285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -179287.406250 Penalty: 2479.110107
	Iteration 9Q: 3 clusters Score -179287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -179287.968750 Penalty: 2479.110107
	Iteration 10Q: 3 clusters Score -179288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -179288.140625 Penalty: 2479.110107
	Iteration 11Q: 3 clusters Score -179288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -179288.140625 Penalty: 2479.110107
	Iteration 12F: 3 clusters Score -179288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 112729 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 299 members 
Mstep: Class 34 contains 9982 members 
Mstep: Class 35 contains 2243 members 
Mstep: Class 36 contains 1394 members 
Entering Unmasked Estep 
Score: -100990768.000000 Penalty: 80663.984375
Splitting cluster 24 changes total score from -100979176.000000 to -100990768.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (123275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Entering Unmasked Estep 
Score: -13316445.000000 Penalty: 1904.853027
	Iteration 0F: 2 clusters Score -1.331644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -13235714.000000 Penalty: 3809.706055
	Iteration 0F: 3 clusters Score -1.323571e+07 nChanged 59118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -13270518.000000 Penalty: 3809.706055
	Iteration 1F: 3 clusters Score -1.327052e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -13272315.000000 Penalty: 3809.706055
	Iteration 2Q: 3 clusters Score -1.327232e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -13274929.000000 Penalty: 3809.706055
	Iteration 3Q: 3 clusters Score -1.327493e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -13279343.000000 Penalty: 3809.706055
	Iteration 4F: 3 clusters Score -1.327934e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -13285193.000000 Penalty: 3809.706055
	Iteration 5F: 3 clusters Score -1.328519e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -13292491.000000 Penalty: 3809.706055
	Iteration 6F: 3 clusters Score -1.329249e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -13299842.000000 Penalty: 3809.706055
	Iteration 7F: 3 clusters Score -1.329984e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -13305116.000000 Penalty: 3809.706055
	Iteration 8Q: 3 clusters Score -1.330512e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -13307753.000000 Penalty: 3809.706055
	Iteration 9Q: 3 clusters Score -1.330775e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -13308929.000000 Penalty: 3809.706055
	Iteration 10Q: 3 clusters Score -1.330893e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104189 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -13309569.000000 Penalty: 3809.706055
	Iteration 11Q: 3 clusters Score -1.330957e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -13310129.000000 Penalty: 3809.706055
	Iteration 12Q: 3 clusters Score -1.331013e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -13310562.000000 Penalty: 3809.706055
	Iteration 13Q: 3 clusters Score -1.331056e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -13310978.000000 Penalty: 3809.706055
	Iteration 14Q: 3 clusters Score -1.331098e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -13311300.000000 Penalty: 3809.706055
	Iteration 15Q: 3 clusters Score -1.33113e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -13311624.000000 Penalty: 3809.706055
	Iteration 16Q: 3 clusters Score -1.331162e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -13311895.000000 Penalty: 3809.706055
	Iteration 17Q: 3 clusters Score -1.33119e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -13312097.000000 Penalty: 3809.706055
	Iteration 18Q: 3 clusters Score -1.33121e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -13312335.000000 Penalty: 3809.706055
	Iteration 19Q: 3 clusters Score -1.331234e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -13312541.000000 Penalty: 3809.706055
	Iteration 20F: 3 clusters Score -1.331254e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114337 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -13312712.000000 Penalty: 3809.706055
	Iteration 21Q: 3 clusters Score -1.331271e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -13312912.000000 Penalty: 3809.706055
	Iteration 22Q: 3 clusters Score -1.331291e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -13313096.000000 Penalty: 3809.706055
	Iteration 23Q: 3 clusters Score -1.33131e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -13313318.000000 Penalty: 3809.706055
	Iteration 24Q: 3 clusters Score -1.331332e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117101 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -13313521.000000 Penalty: 3809.706055
	Iteration 25Q: 3 clusters Score -1.331352e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -13313723.000000 Penalty: 3809.706055
	Iteration 26Q: 3 clusters Score -1.331372e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -13313871.000000 Penalty: 3809.706055
	Iteration 27Q: 3 clusters Score -1.331387e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -13314017.000000 Penalty: 3809.706055
	Iteration 28Q: 3 clusters Score -1.331402e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119313 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -13314127.000000 Penalty: 3809.706055
	Iteration 29Q: 3 clusters Score -1.331413e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119747 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -13314196.000000 Penalty: 3809.706055
	Iteration 30Q: 3 clusters Score -1.33142e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120145 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -13314325.000000 Penalty: 3809.706055
	Iteration 31Q: 3 clusters Score -1.331432e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120500 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -13314426.000000 Penalty: 3809.706055
	Iteration 32Q: 3 clusters Score -1.331443e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -13314497.000000 Penalty: 3809.706055
	Iteration 33Q: 3 clusters Score -1.33145e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -13314565.000000 Penalty: 3809.706055
	Iteration 34Q: 3 clusters Score -1.331456e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -13314655.000000 Penalty: 3809.706055
	Iteration 35Q: 3 clusters Score -1.331466e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -13314714.000000 Penalty: 3809.706055
	Iteration 36Q: 3 clusters Score -1.331471e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121641 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13314743.000000 Penalty: 3809.706055
	Iteration 37Q: 3 clusters Score -1.331474e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121790 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13314769.000000 Penalty: 3809.706055
	Iteration 38Q: 3 clusters Score -1.331477e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13314830.000000 Penalty: 3809.706055
	Iteration 39Q: 3 clusters Score -1.331483e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -13314874.000000 Penalty: 3809.706055
	Iteration 40F: 3 clusters Score -1.331487e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13314882.000000 Penalty: 3809.706055
	Iteration 41Q: 3 clusters Score -1.331488e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13314907.000000 Penalty: 3809.706055
	Iteration 42Q: 3 clusters Score -1.331491e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122223 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13314910.000000 Penalty: 3809.706055
	Iteration 43Q: 3 clusters Score -1.331491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122283 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13314940.000000 Penalty: 3809.706055
	Iteration 44Q: 3 clusters Score -1.331494e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13314980.000000 Penalty: 3809.706055
	Iteration 45Q: 3 clusters Score -1.331498e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13314975.000000 Penalty: 3809.706055
	Iteration 46Q: 3 clusters Score -1.331498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13314978.000000 Penalty: 3809.706055
	Iteration 47Q: 3 clusters Score -1.331498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13314967.000000 Penalty: 3809.706055
	Iteration 48Q: 3 clusters Score -1.331497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122463 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13314989.000000 Penalty: 3809.706055
	Iteration 49Q: 3 clusters Score -1.331499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13314995.000000 Penalty: 3809.706055
	Iteration 50Q: 3 clusters Score -1.3315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122486 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13314998.000000 Penalty: 3809.706055
	Iteration 51Q: 3 clusters Score -1.3315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13315001.000000 Penalty: 3809.706055
	Iteration 52Q: 3 clusters Score -1.3315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13315007.000000 Penalty: 3809.706055
	Iteration 53Q: 3 clusters Score -1.331501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122502 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13314999.000000 Penalty: 3809.706055
	Iteration 54Q: 3 clusters Score -1.3315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13314992.000000 Penalty: 3809.706055
	Iteration 55Q: 3 clusters Score -1.331499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122512 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -13314994.000000 Penalty: 3809.706055
	Iteration 56Q: 3 clusters Score -1.331499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13314999.000000 Penalty: 3809.706055
	Iteration 57Q: 3 clusters Score -1.3315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122520 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13315006.000000 Penalty: 3809.706055
	Iteration 58Q: 3 clusters Score -1.331501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122523 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13314997.000000 Penalty: 3809.706055
	Iteration 59Q: 3 clusters Score -1.3315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122529 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13314996.000000 Penalty: 3809.706055
	Iteration 60F: 3 clusters Score -1.3315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122531 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13314989.000000 Penalty: 3809.706055
	Iteration 61Q: 3 clusters Score -1.331499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13314990.000000 Penalty: 3809.706055
	Iteration 62Q: 3 clusters Score -1.331499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122536 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13314989.000000 Penalty: 3809.706055
	Iteration 63Q: 3 clusters Score -1.331499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122539 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13314995.000000 Penalty: 3809.706055
	Iteration 64Q: 3 clusters Score -1.3315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13314981.000000 Penalty: 3809.706055
	Iteration 65Q: 3 clusters Score -1.331498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13314996.000000 Penalty: 3809.706055
	Iteration 66Q: 3 clusters Score -1.3315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122549 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13314997.000000 Penalty: 3809.706055
	Iteration 67Q: 3 clusters Score -1.3315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122548 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13314999.000000 Penalty: 3809.706055
	Iteration 68Q: 3 clusters Score -1.3315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122548 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13314999.000000 Penalty: 3809.706055
	Iteration 69F: 3 clusters Score -1.3315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (112729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112729 members 
Entering Unmasked Estep 
Score: -12064152.000000 Penalty: 1890.320557
	Iteration 0F: 2 clusters Score -1.206415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -11989492.000000 Penalty: 3780.641113
	Iteration 0F: 3 clusters Score -1.198949e+07 nChanged 54367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -12021477.000000 Penalty: 3780.641113
	Iteration 1F: 3 clusters Score -1.202148e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -12022831.000000 Penalty: 3780.641113
	Iteration 2Q: 3 clusters Score -1.202283e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -12024594.000000 Penalty: 3780.641113
	Iteration 3Q: 3 clusters Score -1.202459e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -12026831.000000 Penalty: 3780.641113
	Iteration 4Q: 3 clusters Score -1.202683e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -12029606.000000 Penalty: 3780.641113
	Iteration 5F: 3 clusters Score -1.202961e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -12033104.000000 Penalty: 3780.641113
	Iteration 6F: 3 clusters Score -1.20331e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -12037446.000000 Penalty: 3780.641113
	Iteration 7F: 3 clusters Score -1.203745e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -12042135.000000 Penalty: 3780.641113
	Iteration 8F: 3 clusters Score -1.204214e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -12047202.000000 Penalty: 3780.641113
	Iteration 9F: 3 clusters Score -1.20472e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -12051948.000000 Penalty: 3780.641113
	Iteration 10Q: 3 clusters Score -1.205195e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -12055510.000000 Penalty: 3780.641113
	Iteration 11Q: 3 clusters Score -1.205551e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -12058062.000000 Penalty: 3780.641113
	Iteration 12Q: 3 clusters Score -1.205806e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -12060011.000000 Penalty: 3780.641113
	Iteration 13Q: 3 clusters Score -1.206001e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -12061647.000000 Penalty: 3780.641113
	Iteration 14Q: 3 clusters Score -1.206165e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -12063192.000000 Penalty: 3780.641113
	Iteration 15Q: 3 clusters Score -1.206319e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -12064512.000000 Penalty: 3780.641113
	Iteration 16Q: 3 clusters Score -1.206451e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -12065211.000000 Penalty: 3780.641113
	Iteration 17Q: 3 clusters Score -1.206521e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -12065635.000000 Penalty: 3780.641113
	Iteration 18Q: 3 clusters Score -1.206564e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -12065808.000000 Penalty: 3780.641113
	Iteration 19Q: 3 clusters Score -1.206581e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -12065933.000000 Penalty: 3780.641113
	Iteration 20F: 3 clusters Score -1.206593e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -12065934.000000 Penalty: 3780.641113
	Iteration 21Q: 3 clusters Score -1.206593e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -12065942.000000 Penalty: 3780.641113
	Iteration 22Q: 3 clusters Score -1.206594e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -12065942.000000 Penalty: 3780.641113
	Iteration 23Q: 3 clusters Score -1.206594e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -12065928.000000 Penalty: 3780.641113
	Iteration 24Q: 3 clusters Score -1.206593e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -12065941.000000 Penalty: 3780.641113
	Iteration 25Q: 3 clusters Score -1.206594e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -12065965.000000 Penalty: 3780.641113
	Iteration 26Q: 3 clusters Score -1.206596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -12065972.000000 Penalty: 3780.641113
	Iteration 27Q: 3 clusters Score -1.206597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -12065969.000000 Penalty: 3780.641113
	Iteration 28Q: 3 clusters Score -1.206597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -12065971.000000 Penalty: 3780.641113
	Iteration 29Q: 3 clusters Score -1.206597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -12065976.000000 Penalty: 3780.641113
	Iteration 30Q: 3 clusters Score -1.206598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106081 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -12065975.000000 Penalty: 3780.641113
	Iteration 31Q: 3 clusters Score -1.206598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -12065969.000000 Penalty: 3780.641113
	Iteration 32Q: 3 clusters Score -1.206597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -12065982.000000 Penalty: 3780.641113
	Iteration 33Q: 3 clusters Score -1.206598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106100 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -12065990.000000 Penalty: 3780.641113
	Iteration 34Q: 3 clusters Score -1.206599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -12065991.000000 Penalty: 3780.641113
	Iteration 35Q: 3 clusters Score -1.206599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -12065996.000000 Penalty: 3780.641113
	Iteration 36Q: 3 clusters Score -1.2066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -12065989.000000 Penalty: 3780.641113
	Iteration 37Q: 3 clusters Score -1.206599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -12065989.000000 Penalty: 3780.641113
	Iteration 38F: 3 clusters Score -1.206599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 106108 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 299 members 
Mstep: Class 34 contains 9982 members 
Mstep: Class 35 contains 2243 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6621 members 
Entering Unmasked Estep 
Score: -100993032.000000 Penalty: 82904.648438
Splitting cluster 26 changes total score from -100979176.000000 to -100993032.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -36884.535156 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -36884.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35990.421875 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -35990.42 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36586.730469 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -36586.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36831.312500 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -36831.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36932.417969 Penalty: 2022.337280
	Iteration 3Q: 3 clusters Score -36932.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36971.230469 Penalty: 2022.337280
	Iteration 4Q: 3 clusters Score -36971.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37051.230469 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -37051.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37089.281250 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -37089.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37141.902344 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -37141.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37251.894531 Penalty: 2022.337280
	Iteration 8Q: 3 clusters Score -37251.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37361.277344 Penalty: 2022.337280
	Iteration 9Q: 3 clusters Score -37361.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37408.636719 Penalty: 2022.337280
	Iteration 10Q: 3 clusters Score -37408.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37443.113281 Penalty: 2022.337280
	Iteration 11Q: 3 clusters Score -37443.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37458.144531 Penalty: 2022.337280
	Iteration 12Q: 3 clusters Score -37458.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37460.203125 Penalty: 2022.337280
	Iteration 13Q: 3 clusters Score -37460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37463.062500 Penalty: 2022.337280
	Iteration 14F: 3 clusters Score -37463.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37476.226562 Penalty: 2022.337280
	Iteration 15Q: 3 clusters Score -37476.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37476.226562 Penalty: 2022.337280
	Iteration 16F: 3 clusters Score -37476.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 106108 members 
Mstep: Class 27 contains 251 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 299 members 
Mstep: Class 34 contains 9982 members 
Mstep: Class 35 contains 2243 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6621 members 
Mstep: Class 38 contains 253 members 
Entering Unmasked Estep 
Score: -100992472.000000 Penalty: 85145.320312
Splitting cluster 27 changes total score from -100979176.000000 to -100992472.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (12798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Entering Unmasked Estep 
Score: -1293335.000000 Penalty: 1536.769775
	Iteration 0F: 2 clusters Score -1293335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1284343.875000 Penalty: 3073.539551
	Iteration 0F: 3 clusters Score -1284344 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1287419.500000 Penalty: 3073.539551
	Iteration 1F: 3 clusters Score -1287420 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1287759.000000 Penalty: 3073.539551
	Iteration 2F: 3 clusters Score -1287759 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1288088.500000 Penalty: 3073.539551
	Iteration 3F: 3 clusters Score -1288088 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1288458.250000 Penalty: 3073.539551
	Iteration 4F: 3 clusters Score -1288458 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1288816.875000 Penalty: 3073.539551
	Iteration 5F: 3 clusters Score -1288817 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1289161.250000 Penalty: 3073.539551
	Iteration 6Q: 3 clusters Score -1289161 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1289519.000000 Penalty: 3073.539551
	Iteration 7Q: 3 clusters Score -1289519 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1289848.625000 Penalty: 3073.539551
	Iteration 8Q: 3 clusters Score -1289849 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1290192.250000 Penalty: 3073.539551
	Iteration 9Q: 3 clusters Score -1290192 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1290565.125000 Penalty: 3073.539551
	Iteration 10Q: 3 clusters Score -1290565 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1290953.875000 Penalty: 3073.539551
	Iteration 11Q: 3 clusters Score -1290954 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1291331.875000 Penalty: 3073.539551
	Iteration 12Q: 3 clusters Score -1291332 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1291769.250000 Penalty: 3073.539551
	Iteration 13Q: 3 clusters Score -1291769 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1292050.500000 Penalty: 3073.539551
	Iteration 14Q: 3 clusters Score -1292050 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1292190.625000 Penalty: 3073.539551
	Iteration 15Q: 3 clusters Score -1292191 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1292284.000000 Penalty: 3073.539551
	Iteration 16Q: 3 clusters Score -1292284 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1292343.000000 Penalty: 3073.539551
	Iteration 17Q: 3 clusters Score -1292343 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1292383.375000 Penalty: 3073.539551
	Iteration 18Q: 3 clusters Score -1292383 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1292417.875000 Penalty: 3073.539551
	Iteration 19Q: 3 clusters Score -1292418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1292438.250000 Penalty: 3073.539551
	Iteration 20F: 3 clusters Score -1292438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1292457.500000 Penalty: 3073.539551
	Iteration 21Q: 3 clusters Score -1292458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1292476.250000 Penalty: 3073.539551
	Iteration 22Q: 3 clusters Score -1292476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1292504.125000 Penalty: 3073.539551
	Iteration 23Q: 3 clusters Score -1292504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1292526.250000 Penalty: 3073.539551
	Iteration 24Q: 3 clusters Score -1292526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1292545.750000 Penalty: 3073.539551
	Iteration 25Q: 3 clusters Score -1292546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1292573.625000 Penalty: 3073.539551
	Iteration 26Q: 3 clusters Score -1292574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1292603.500000 Penalty: 3073.539551
	Iteration 27Q: 3 clusters Score -1292604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1292632.000000 Penalty: 3073.539551
	Iteration 28Q: 3 clusters Score -1292632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1292672.000000 Penalty: 3073.539551
	Iteration 29Q: 3 clusters Score -1292672 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1292706.125000 Penalty: 3073.539551
	Iteration 30Q: 3 clusters Score -1292706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1292727.125000 Penalty: 3073.539551
	Iteration 31Q: 3 clusters Score -1292727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1292744.250000 Penalty: 3073.539551
	Iteration 32Q: 3 clusters Score -1292744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1292758.875000 Penalty: 3073.539551
	Iteration 33Q: 3 clusters Score -1292759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1292770.000000 Penalty: 3073.539551
	Iteration 34Q: 3 clusters Score -1292770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1292777.375000 Penalty: 3073.539551
	Iteration 35Q: 3 clusters Score -1292777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1292777.750000 Penalty: 3073.539551
	Iteration 36Q: 3 clusters Score -1292778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1292780.625000 Penalty: 3073.539551
	Iteration 37Q: 3 clusters Score -1292781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1292786.375000 Penalty: 3073.539551
	Iteration 38Q: 3 clusters Score -1292786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1292790.375000 Penalty: 3073.539551
	Iteration 39Q: 3 clusters Score -1292790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1292795.625000 Penalty: 3073.539551
	Iteration 40F: 3 clusters Score -1292796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1292796.500000 Penalty: 3073.539551
	Iteration 41Q: 3 clusters Score -1292796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1292800.625000 Penalty: 3073.539551
	Iteration 42Q: 3 clusters Score -1292801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1292802.250000 Penalty: 3073.539551
	Iteration 43Q: 3 clusters Score -1292802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1292802.375000 Penalty: 3073.539551
	Iteration 44Q: 3 clusters Score -1292802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1292802.500000 Penalty: 3073.539551
	Iteration 45Q: 3 clusters Score -1292802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1292802.750000 Penalty: 3073.539551
	Iteration 46Q: 3 clusters Score -1292803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1292801.375000 Penalty: 3073.539551
	Iteration 47Q: 3 clusters Score -1292801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1292799.250000 Penalty: 3073.539551
	Iteration 48Q: 3 clusters Score -1292799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1292800.000000 Penalty: 3073.539551
	Iteration 49Q: 3 clusters Score -1292800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1292799.000000 Penalty: 3073.539551
	Iteration 50Q: 3 clusters Score -1292799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1292799.000000 Penalty: 3073.539551
	Iteration 51F: 3 clusters Score -1292799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 176721 members 
Mstep: Class 7 contains 179898 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 51954 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 89947 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 123275 members 
Mstep: Class 26 contains 106108 members 
Mstep: Class 27 contains 251 members 
Mstep: Class 28 contains 12798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 2059.582764 but Gain 2240.671875
Score: -100998288.000000 Penalty: 82904.648438
Iteration 79Q: 38 clusters Score -1.009983e+08 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 39732 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 32558 members 
Mstep: Class 6 contains 179584 members 
Mstep: Class 7 contains 181399 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 51876 members 
Mstep: Class 11 contains 8388 members 
Mstep: Class 12 contains 90007 members 
Mstep: Class 13 contains 8783 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 6904 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 14034 members 
Mstep: Class 23 contains 2257 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 123484 members 
Mstep: Class 26 contains 105619 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 12851 members 
Mstep: Class 29 contains 13800 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 9410 members 
Mstep: Class 35 contains 2192 members 
Mstep: Class 36 contains 1334 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101004808.000000 Penalty: 82904.648438
Iteration 80F: 38 clusters Score -1.010048e+08 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 8952 members 
Mstep: Class 3 contains 39520 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 31840 members 
Mstep: Class 6 contains 179925 members 
Mstep: Class 7 contains 181662 members 
Mstep: Class 8 contains 11306 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 51753 members 
Mstep: Class 11 contains 8353 members 
Mstep: Class 12 contains 89956 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 1213 members 
Mstep: Class 18 contains 10767 members 
Mstep: Class 19 contains 8896 members 
Mstep: Class 20 contains 4675 members 
Mstep: Class 21 contains 7555 members 
Mstep: Class 22 contains 13767 members 
Mstep: Class 23 contains 2183 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122923 members 
Mstep: Class 26 contains 105388 members 
Mstep: Class 27 contains 232 members 
Mstep: Class 28 contains 12820 members 
Mstep: Class 29 contains 14037 members 
Mstep: Class 31 contains 1727 members 
Mstep: Class 32 contains 1594 members 
Mstep: Class 33 contains 294 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 2422 members 
Mstep: Class 36 contains 1309 members 
Mstep: Class 37 contains 7094 members 
Mstep: Class 38 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101007152.000000 Penalty: 82904.648438
Iteration 81Q: 38 clusters Score -1.010072e+08 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 8634 members 
Mstep: Class 3 contains 39371 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 31248 members 
Mstep: Class 6 contains 180063 members 
Mstep: Class 7 contains 181771 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 51687 members 
Mstep: Class 11 contains 8327 members 
Mstep: Class 12 contains 89923 members 
Mstep: Class 13 contains 9009 members 
Mstep: Class 14 contains 2550 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 16 contains 7046 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 10901 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 13530 members 
Mstep: Class 23 contains 2154 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 122591 members 
Mstep: Class 26 contains 105345 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 14298 members 
Mstep: Class 31 contains 1995 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 10141 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 1253 members 
Mstep: Class 37 contains 7641 members 
Mstep: Class 38 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101008600.000000 Penalty: 82904.648438
Iteration 82Q: 38 clusters Score -1.010086e+08 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 39225 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 30748 members 
Mstep: Class 6 contains 180110 members 
Mstep: Class 7 contains 181789 members 
Mstep: Class 8 contains 10973 members 
Mstep: Class 9 contains 1091 members 
Mstep: Class 10 contains 51644 members 
Mstep: Class 11 contains 8300 members 
Mstep: Class 12 contains 89901 members 
Mstep: Class 13 contains 9139 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 574 members 
Mstep: Class 16 contains 7147 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 11009 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 4516 members 
Mstep: Class 21 contains 7574 members 
Mstep: Class 22 contains 13333 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 122355 members 
Mstep: Class 26 contains 105349 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 12857 members 
Mstep: Class 29 contains 14563 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 262 members 
Mstep: Class 34 contains 10370 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 8139 members 
Mstep: Class 38 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101009336.000000 Penalty: 82904.648438
Iteration 83Q: 38 clusters Score -1.010093e+08 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 39118 members 
Mstep: Class 4 contains 9095 members 
Mstep: Class 5 contains 30313 members 
Mstep: Class 6 contains 180094 members 
Mstep: Class 7 contains 181791 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 51620 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 89889 members 
Mstep: Class 13 contains 9291 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 564 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 11075 members 
Mstep: Class 19 contains 8947 members 
Mstep: Class 20 contains 4464 members 
Mstep: Class 21 contains 7583 members 
Mstep: Class 22 contains 13139 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 122168 members 
Mstep: Class 26 contains 105333 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 12891 members 
Mstep: Class 29 contains 14845 members 
Mstep: Class 31 contains 2379 members 
Mstep: Class 32 contains 1718 members 
Mstep: Class 33 contains 257 members 
Mstep: Class 34 contains 10563 members 
Mstep: Class 35 contains 2722 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 8647 members 
Mstep: Class 38 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101010120.000000 Penalty: 82904.648438
Iteration 84Q: 38 clusters Score -1.010101e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 39007 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 29950 members 
Mstep: Class 6 contains 180008 members 
Mstep: Class 7 contains 181790 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 51605 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 89869 members 
Mstep: Class 13 contains 9479 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 19 contains 8959 members 
Mstep: Class 20 contains 4425 members 
Mstep: Class 21 contains 7593 members 
Mstep: Class 22 contains 12930 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 122016 members 
Mstep: Class 26 contains 105333 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 12939 members 
Mstep: Class 29 contains 15116 members 
Mstep: Class 31 contains 2546 members 
Mstep: Class 32 contains 1733 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 10755 members 
Mstep: Class 35 contains 2756 members 
Mstep: Class 36 contains 1065 members 
Mstep: Class 37 contains 9141 members 
Mstep: Class 38 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101011024.000000 Penalty: 82904.648438
Iteration 85Q: 38 clusters Score -1.01011e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 38930 members 
Mstep: Class 4 contains 9134 members 
Mstep: Class 5 contains 29617 members 
Mstep: Class 6 contains 179898 members 
Mstep: Class 7 contains 181799 members 
Mstep: Class 8 contains 10646 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 51600 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 89855 members 
Mstep: Class 13 contains 9711 members 
Mstep: Class 14 contains 2538 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 7600 members 
Mstep: Class 22 contains 12691 members 
Mstep: Class 23 contains 2103 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 121861 members 
Mstep: Class 26 contains 105321 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 12976 members 
Mstep: Class 29 contains 15370 members 
Mstep: Class 31 contains 2683 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 10932 members 
Mstep: Class 35 contains 2767 members 
Mstep: Class 36 contains 1036 members 
Mstep: Class 37 contains 9567 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101012008.000000 Penalty: 82904.648438
Iteration 86Q: 38 clusters Score -1.01012e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 3 contains 38898 members 
Mstep: Class 4 contains 9165 members 
Mstep: Class 5 contains 29335 members 
Mstep: Class 6 contains 179770 members 
Mstep: Class 7 contains 181791 members 
Mstep: Class 8 contains 10559 members 
Mstep: Class 9 contains 1216 members 
Mstep: Class 10 contains 51588 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 89861 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 542 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 11256 members 
Mstep: Class 19 contains 8979 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 7600 members 
Mstep: Class 22 contains 12393 members 
Mstep: Class 23 contains 2093 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 121757 members 
Mstep: Class 26 contains 105320 members 
Mstep: Class 27 contains 269 members 
Mstep: Class 28 contains 13034 members 
Mstep: Class 29 contains 15593 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 1754 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 2764 members 
Mstep: Class 36 contains 1023 members 
Mstep: Class 37 contains 9941 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101012928.000000 Penalty: 82904.648438
Iteration 87Q: 38 clusters Score -1.010129e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 38863 members 
Mstep: Class 4 contains 9194 members 
Mstep: Class 5 contains 29089 members 
Mstep: Class 6 contains 179680 members 
Mstep: Class 7 contains 181786 members 
Mstep: Class 8 contains 10460 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 51587 members 
Mstep: Class 11 contains 8171 members 
Mstep: Class 12 contains 89860 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 11284 members 
Mstep: Class 19 contains 9004 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 11954 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 121691 members 
Mstep: Class 26 contains 105292 members 
Mstep: Class 27 contains 272 members 
Mstep: Class 28 contains 13081 members 
Mstep: Class 29 contains 15805 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 1764 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11187 members 
Mstep: Class 35 contains 2761 members 
Mstep: Class 36 contains 1017 members 
Mstep: Class 37 contains 10260 members 
Mstep: Class 38 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014288.000000 Penalty: 82904.648438
Iteration 88Q: 38 clusters Score -1.010143e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 38823 members 
Mstep: Class 4 contains 9217 members 
Mstep: Class 5 contains 28881 members 
Mstep: Class 6 contains 179602 members 
Mstep: Class 7 contains 181763 members 
Mstep: Class 8 contains 10368 members 
Mstep: Class 9 contains 1215 members 
Mstep: Class 10 contains 51615 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 89850 members 
Mstep: Class 13 contains 11265 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 9021 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 7615 members 
Mstep: Class 22 contains 11431 members 
Mstep: Class 23 contains 2093 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 121631 members 
Mstep: Class 26 contains 105240 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 13142 members 
Mstep: Class 29 contains 16014 members 
Mstep: Class 31 contains 2895 members 
Mstep: Class 32 contains 1770 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11280 members 
Mstep: Class 35 contains 2753 members 
Mstep: Class 36 contains 1015 members 
Mstep: Class 37 contains 10538 members 
Mstep: Class 38 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016008.000000 Penalty: 82904.648438
Iteration 89Q: 38 clusters Score -1.01016e+08 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 38797 members 
Mstep: Class 4 contains 9235 members 
Mstep: Class 5 contains 28716 members 
Mstep: Class 6 contains 179538 members 
Mstep: Class 7 contains 181741 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 1218 members 
Mstep: Class 10 contains 51657 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 89857 members 
Mstep: Class 13 contains 11915 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 7199 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 9018 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 7628 members 
Mstep: Class 22 contains 11068 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 835 members 
Mstep: Class 25 contains 121582 members 
Mstep: Class 26 contains 105105 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 13231 members 
Mstep: Class 29 contains 16218 members 
Mstep: Class 31 contains 2939 members 
Mstep: Class 32 contains 1774 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11355 members 
Mstep: Class 35 contains 2735 members 
Mstep: Class 36 contains 1011 members 
Mstep: Class 37 contains 10786 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017648.000000 Penalty: 82904.648438
Iteration 90Q: 38 clusters Score -1.010176e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 38773 members 
Mstep: Class 4 contains 9253 members 
Mstep: Class 5 contains 28589 members 
Mstep: Class 6 contains 179521 members 
Mstep: Class 7 contains 181707 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 51703 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 89854 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 9000 members 
Mstep: Class 20 contains 4269 members 
Mstep: Class 21 contains 7638 members 
Mstep: Class 22 contains 10887 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 121558 members 
Mstep: Class 26 contains 104960 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 13334 members 
Mstep: Class 29 contains 16399 members 
Mstep: Class 31 contains 2968 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11425 members 
Mstep: Class 35 contains 2705 members 
Mstep: Class 36 contains 1009 members 
Mstep: Class 37 contains 10984 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018880.000000 Penalty: 82904.648438
Iteration 91Q: 38 clusters Score -1.010189e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5834 members 
Mstep: Class 3 contains 38738 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 28471 members 
Mstep: Class 6 contains 179458 members 
Mstep: Class 7 contains 181688 members 
Mstep: Class 8 contains 10034 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 51753 members 
Mstep: Class 11 contains 8130 members 
Mstep: Class 12 contains 89850 members 
Mstep: Class 13 contains 12718 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 11311 members 
Mstep: Class 19 contains 8980 members 
Mstep: Class 20 contains 4245 members 
Mstep: Class 21 contains 7652 members 
Mstep: Class 22 contains 10790 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 838 members 
Mstep: Class 25 contains 121537 members 
Mstep: Class 26 contains 104830 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 13433 members 
Mstep: Class 29 contains 16583 members 
Mstep: Class 31 contains 3004 members 
Mstep: Class 32 contains 1786 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11484 members 
Mstep: Class 35 contains 2682 members 
Mstep: Class 36 contains 1009 members 
Mstep: Class 37 contains 11153 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101019360.000000 Penalty: 82904.648438
Iteration 92Q: 38 clusters Score -1.010194e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 3 contains 38716 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 28372 members 
Mstep: Class 6 contains 179386 members 
Mstep: Class 7 contains 181648 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 51805 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 89846 members 
Mstep: Class 13 contains 12955 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6922 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 8967 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 7663 members 
Mstep: Class 22 contains 10736 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 121514 members 
Mstep: Class 26 contains 104752 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 13478 members 
Mstep: Class 29 contains 16750 members 
Mstep: Class 31 contains 3029 members 
Mstep: Class 32 contains 1790 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11538 members 
Mstep: Class 35 contains 2671 members 
Mstep: Class 36 contains 1008 members 
Mstep: Class 37 contains 11293 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101020200.000000 Penalty: 82904.648438
Iteration 93Q: 38 clusters Score -1.010202e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 38699 members 
Mstep: Class 4 contains 9331 members 
Mstep: Class 5 contains 28281 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 181642 members 
Mstep: Class 8 contains 9839 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 51846 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 89843 members 
Mstep: Class 13 contains 13118 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6898 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 11284 members 
Mstep: Class 19 contains 8956 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 10692 members 
Mstep: Class 23 contains 2095 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 121495 members 
Mstep: Class 26 contains 104716 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 13520 members 
Mstep: Class 29 contains 16896 members 
Mstep: Class 31 contains 3048 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11575 members 
Mstep: Class 35 contains 2660 members 
Mstep: Class 36 contains 1008 members 
Mstep: Class 37 contains 11427 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101020688.000000 Penalty: 82904.648438
Iteration 94Q: 38 clusters Score -1.010207e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 38665 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 28208 members 
Mstep: Class 6 contains 179261 members 
Mstep: Class 7 contains 181615 members 
Mstep: Class 8 contains 9767 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 51879 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 89839 members 
Mstep: Class 13 contains 13241 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6870 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 8948 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 7687 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 838 members 
Mstep: Class 25 contains 121500 members 
Mstep: Class 26 contains 104690 members 
Mstep: Class 27 contains 288 members 
Mstep: Class 28 contains 13551 members 
Mstep: Class 29 contains 17041 members 
Mstep: Class 31 contains 3071 members 
Mstep: Class 32 contains 1799 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11610 members 
Mstep: Class 35 contains 2635 members 
Mstep: Class 36 contains 1007 members 
Mstep: Class 37 contains 11557 members 
Mstep: Class 38 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101020872.000000 Penalty: 82904.648438
Iteration 95Q: 38 clusters Score -1.010209e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 38651 members 
Mstep: Class 4 contains 9368 members 
Mstep: Class 5 contains 28151 members 
Mstep: Class 6 contains 179135 members 
Mstep: Class 7 contains 181594 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 51910 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 89842 members 
Mstep: Class 13 contains 13328 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11312 members 
Mstep: Class 19 contains 8946 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 7694 members 
Mstep: Class 22 contains 10633 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 839 members 
Mstep: Class 25 contains 121497 members 
Mstep: Class 26 contains 104667 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 13568 members 
Mstep: Class 29 contains 17190 members 
Mstep: Class 31 contains 3087 members 
Mstep: Class 32 contains 1803 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11641 members 
Mstep: Class 35 contains 2628 members 
Mstep: Class 36 contains 1007 members 
Mstep: Class 37 contains 11690 members 
Mstep: Class 38 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101020992.000000 Penalty: 82904.648438
Iteration 96Q: 38 clusters Score -1.01021e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 38627 members 
Mstep: Class 4 contains 9393 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 179039 members 
Mstep: Class 7 contains 181570 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 51938 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 89845 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 8952 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 7700 members 
Mstep: Class 22 contains 10616 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 839 members 
Mstep: Class 25 contains 121511 members 
Mstep: Class 26 contains 104657 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 13598 members 
Mstep: Class 29 contains 17303 members 
Mstep: Class 31 contains 3101 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11669 members 
Mstep: Class 35 contains 2620 members 
Mstep: Class 36 contains 1005 members 
Mstep: Class 37 contains 11813 members 
Mstep: Class 38 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101020952.000000 Penalty: 82904.648438
Iteration 97Q: 38 clusters Score -1.01021e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 38600 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 28058 members 
Mstep: Class 6 contains 178954 members 
Mstep: Class 7 contains 181547 members 
Mstep: Class 8 contains 9622 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 51952 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 89851 members 
Mstep: Class 13 contains 13438 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 8961 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 7703 members 
Mstep: Class 22 contains 10609 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 839 members 
Mstep: Class 25 contains 121526 members 
Mstep: Class 26 contains 104639 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 13619 members 
Mstep: Class 29 contains 17402 members 
Mstep: Class 31 contains 3117 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11702 members 
Mstep: Class 35 contains 2611 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 11938 members 
Mstep: Class 38 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101021296.000000 Penalty: 82904.648438
Iteration 98Q: 38 clusters Score -1.010213e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 38588 members 
Mstep: Class 4 contains 9438 members 
Mstep: Class 5 contains 28010 members 
Mstep: Class 6 contains 178881 members 
Mstep: Class 7 contains 181543 members 
Mstep: Class 8 contains 9589 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 51968 members 
Mstep: Class 11 contains 8143 members 
Mstep: Class 12 contains 89852 members 
Mstep: Class 13 contains 13477 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 8966 members 
Mstep: Class 20 contains 4178 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 22 contains 10606 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 838 members 
Mstep: Class 25 contains 121516 members 
Mstep: Class 26 contains 104618 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 13632 members 
Mstep: Class 29 contains 17495 members 
Mstep: Class 31 contains 3133 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11725 members 
Mstep: Class 35 contains 2603 members 
Mstep: Class 36 contains 1003 members 
Mstep: Class 37 contains 12061 members 
Mstep: Class 38 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101021216.000000 Penalty: 82904.648438
Iteration 99Q: 38 clusters Score -1.010212e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 38579 members 
Mstep: Class 4 contains 9464 members 
Mstep: Class 5 contains 27976 members 
Mstep: Class 6 contains 178814 members 
Mstep: Class 7 contains 181527 members 
Mstep: Class 8 contains 9556 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 51977 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 89858 members 
Mstep: Class 13 contains 13500 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 2100 members 
Mstep: Class 24 contains 838 members 
Mstep: Class 25 contains 121513 members 
Mstep: Class 26 contains 104605 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 13659 members 
Mstep: Class 29 contains 17566 members 
Mstep: Class 31 contains 3144 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 255 members 
Mstep: Class 34 contains 11755 members 
Mstep: Class 35 contains 2599 members 
Mstep: Class 36 contains 1002 members 
Mstep: Class 37 contains 12173 members 
Mstep: Class 38 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101021864.000000 Penalty: 82904.648438
Iteration 100F: 38 clusters Score -1.010219e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 38562 members 
Mstep: Class 4 contains 9488 members 
Mstep: Class 5 contains 27941 members 
Mstep: Class 6 contains 178624 members 
Mstep: Class 7 contains 181524 members 
Mstep: Class 8 contains 9539 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 51982 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 89870 members 
Mstep: Class 13 contains 13526 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 8972 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 7708 members 
Mstep: Class 22 contains 10597 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 121515 members 
Mstep: Class 26 contains 104595 members 
Mstep: Class 27 contains 289 members 
Mstep: Class 28 contains 13692 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 31 contains 3156 members 
Mstep: Class 32 contains 1814 members 
Mstep: Class 33 contains 254 members 
Mstep: Class 34 contains 11787 members 
Mstep: Class 35 contains 2603 members 
Mstep: Class 36 contains 951 members 
Mstep: Class 37 contains 12376 members 
Mstep: Class 38 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022752.000000 Penalty: 82904.648438
Iteration 101Q: 38 clusters Score -1.010228e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 9501 members 
Mstep: Class 5 contains 27895 members 
Mstep: Class 6 contains 178486 members 
Mstep: Class 7 contains 181527 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 51983 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 89879 members 
Mstep: Class 13 contains 13548 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 8979 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 851 members 
Mstep: Class 25 contains 121519 members 
Mstep: Class 26 contains 104582 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 13711 members 
Mstep: Class 29 contains 17732 members 
Mstep: Class 31 contains 3172 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 243 members 
Mstep: Class 34 contains 11810 members 
Mstep: Class 35 contains 2614 members 
Mstep: Class 36 contains 912 members 
Mstep: Class 37 contains 12551 members 
Mstep: Class 38 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022672.000000 Penalty: 82904.648438
Iteration 102Q: 38 clusters Score -1.010227e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 38528 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 27866 members 
Mstep: Class 6 contains 178343 members 
Mstep: Class 7 contains 181516 members 
Mstep: Class 8 contains 9515 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 51987 members 
Mstep: Class 11 contains 8143 members 
Mstep: Class 12 contains 89884 members 
Mstep: Class 13 contains 13563 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 6870 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 8984 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 121534 members 
Mstep: Class 26 contains 104574 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 13728 members 
Mstep: Class 29 contains 17804 members 
Mstep: Class 31 contains 3188 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 11827 members 
Mstep: Class 35 contains 2617 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 12710 members 
Mstep: Class 38 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022768.000000 Penalty: 82904.648438
Iteration 103Q: 38 clusters Score -1.010228e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 38505 members 
Mstep: Class 4 contains 9538 members 
Mstep: Class 5 contains 27824 members 
Mstep: Class 6 contains 178212 members 
Mstep: Class 7 contains 181497 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 1372 members 
Mstep: Class 10 contains 51996 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 89888 members 
Mstep: Class 13 contains 13570 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 6877 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 8990 members 
Mstep: Class 20 contains 4112 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 10600 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 846 members 
Mstep: Class 25 contains 121554 members 
Mstep: Class 26 contains 104562 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 13755 members 
Mstep: Class 29 contains 17865 members 
Mstep: Class 31 contains 3209 members 
Mstep: Class 32 contains 1814 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 11840 members 
Mstep: Class 35 contains 2613 members 
Mstep: Class 36 contains 857 members 
Mstep: Class 37 contains 12857 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022992.000000 Penalty: 82904.648438
Iteration 104Q: 38 clusters Score -1.01023e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 38488 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 27795 members 
Mstep: Class 6 contains 178082 members 
Mstep: Class 7 contains 181485 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 1389 members 
Mstep: Class 10 contains 52000 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 89892 members 
Mstep: Class 13 contains 13585 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 6884 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11378 members 
Mstep: Class 19 contains 8997 members 
Mstep: Class 20 contains 4109 members 
Mstep: Class 21 contains 7720 members 
Mstep: Class 22 contains 10601 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 844 members 
Mstep: Class 25 contains 121564 members 
Mstep: Class 26 contains 104559 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 13776 members 
Mstep: Class 29 contains 17932 members 
Mstep: Class 31 contains 3225 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 11852 members 
Mstep: Class 35 contains 2610 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 12972 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023136.000000 Penalty: 82904.648438
Iteration 105Q: 38 clusters Score -1.010231e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 4046 members 
Mstep: Class 3 contains 38476 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 27761 members 
Mstep: Class 6 contains 177979 members 
Mstep: Class 7 contains 181476 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1390 members 
Mstep: Class 10 contains 52018 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 89894 members 
Mstep: Class 13 contains 13593 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 6885 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 8999 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 840 members 
Mstep: Class 25 contains 121587 members 
Mstep: Class 26 contains 104557 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 13808 members 
Mstep: Class 29 contains 17994 members 
Mstep: Class 31 contains 3237 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 11861 members 
Mstep: Class 35 contains 2602 members 
Mstep: Class 36 contains 836 members 
Mstep: Class 37 contains 13069 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023120.000000 Penalty: 82904.648438
Iteration 106Q: 38 clusters Score -1.010231e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 38463 members 
Mstep: Class 4 contains 9583 members 
Mstep: Class 5 contains 27728 members 
Mstep: Class 6 contains 177887 members 
Mstep: Class 7 contains 181467 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 52025 members 
Mstep: Class 11 contains 8150 members 
Mstep: Class 12 contains 89893 members 
Mstep: Class 13 contains 13600 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 6887 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11392 members 
Mstep: Class 19 contains 9002 members 
Mstep: Class 20 contains 4102 members 
Mstep: Class 21 contains 7727 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 835 members 
Mstep: Class 25 contains 121615 members 
Mstep: Class 26 contains 104549 members 
Mstep: Class 27 contains 309 members 
Mstep: Class 28 contains 13822 members 
Mstep: Class 29 contains 18051 members 
Mstep: Class 31 contains 3256 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 11869 members 
Mstep: Class 35 contains 2595 members 
Mstep: Class 36 contains 835 members 
Mstep: Class 37 contains 13177 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023216.000000 Penalty: 82904.648438
Iteration 107Q: 38 clusters Score -1.010232e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 38457 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 27701 members 
Mstep: Class 6 contains 177803 members 
Mstep: Class 7 contains 181451 members 
Mstep: Class 8 contains 9476 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 52043 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 89903 members 
Mstep: Class 13 contains 13614 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 6888 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 9008 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 7728 members 
Mstep: Class 22 contains 10595 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121641 members 
Mstep: Class 26 contains 104548 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 13833 members 
Mstep: Class 29 contains 18115 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 1812 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 11876 members 
Mstep: Class 35 contains 2586 members 
Mstep: Class 36 contains 834 members 
Mstep: Class 37 contains 13271 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023424.000000 Penalty: 82904.648438
Iteration 108Q: 38 clusters Score -1.010234e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 38456 members 
Mstep: Class 4 contains 9606 members 
Mstep: Class 5 contains 27681 members 
Mstep: Class 6 contains 177713 members 
Mstep: Class 7 contains 181444 members 
Mstep: Class 8 contains 9468 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 52066 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13629 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11403 members 
Mstep: Class 19 contains 9011 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 7730 members 
Mstep: Class 22 contains 10594 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 121661 members 
Mstep: Class 26 contains 104542 members 
Mstep: Class 27 contains 314 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 18178 members 
Mstep: Class 31 contains 3292 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 11884 members 
Mstep: Class 35 contains 2580 members 
Mstep: Class 36 contains 824 members 
Mstep: Class 37 contains 13343 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023464.000000 Penalty: 82904.648438
Iteration 109Q: 38 clusters Score -1.010235e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 38445 members 
Mstep: Class 4 contains 9614 members 
Mstep: Class 5 contains 27667 members 
Mstep: Class 6 contains 177657 members 
Mstep: Class 7 contains 181429 members 
Mstep: Class 8 contains 9465 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 52077 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 89917 members 
Mstep: Class 13 contains 13631 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11407 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 7734 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 121675 members 
Mstep: Class 26 contains 104541 members 
Mstep: Class 27 contains 318 members 
Mstep: Class 28 contains 13859 members 
Mstep: Class 29 contains 18241 members 
Mstep: Class 31 contains 3303 members 
Mstep: Class 32 contains 1812 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11889 members 
Mstep: Class 35 contains 2573 members 
Mstep: Class 36 contains 816 members 
Mstep: Class 37 contains 13412 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023584.000000 Penalty: 82904.648438
Iteration 110Q: 38 clusters Score -1.010236e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3662 members 
Mstep: Class 3 contains 38441 members 
Mstep: Class 4 contains 9623 members 
Mstep: Class 5 contains 27651 members 
Mstep: Class 6 contains 177589 members 
Mstep: Class 7 contains 181424 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 1408 members 
Mstep: Class 10 contains 52089 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 89924 members 
Mstep: Class 13 contains 13633 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 6901 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11410 members 
Mstep: Class 19 contains 9014 members 
Mstep: Class 20 contains 4100 members 
Mstep: Class 21 contains 7735 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 121680 members 
Mstep: Class 26 contains 104535 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 13883 members 
Mstep: Class 29 contains 18297 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 11891 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 809 members 
Mstep: Class 37 contains 13478 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023632.000000 Penalty: 82904.648438
Iteration 111Q: 38 clusters Score -1.010236e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 38430 members 
Mstep: Class 4 contains 9633 members 
Mstep: Class 5 contains 27643 members 
Mstep: Class 6 contains 177545 members 
Mstep: Class 7 contains 181422 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 52080 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 89931 members 
Mstep: Class 13 contains 13637 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 6909 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11414 members 
Mstep: Class 19 contains 9017 members 
Mstep: Class 20 contains 4102 members 
Mstep: Class 21 contains 7737 members 
Mstep: Class 22 contains 10595 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 121674 members 
Mstep: Class 26 contains 104530 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 13898 members 
Mstep: Class 29 contains 18342 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 11892 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 803 members 
Mstep: Class 37 contains 13532 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023736.000000 Penalty: 82904.648438
Iteration 112Q: 38 clusters Score -1.010237e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 38423 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 27633 members 
Mstep: Class 6 contains 177498 members 
Mstep: Class 7 contains 181421 members 
Mstep: Class 8 contains 9450 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 52079 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 89938 members 
Mstep: Class 13 contains 13640 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 6914 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11414 members 
Mstep: Class 19 contains 9020 members 
Mstep: Class 20 contains 4103 members 
Mstep: Class 21 contains 7740 members 
Mstep: Class 22 contains 10595 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 121671 members 
Mstep: Class 26 contains 104531 members 
Mstep: Class 27 contains 327 members 
Mstep: Class 28 contains 13918 members 
Mstep: Class 29 contains 18387 members 
Mstep: Class 31 contains 3348 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 11894 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 799 members 
Mstep: Class 37 contains 13577 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023760.000000 Penalty: 82904.648438
Iteration 113Q: 38 clusters Score -1.010238e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 3 contains 38415 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 27622 members 
Mstep: Class 6 contains 177463 members 
Mstep: Class 7 contains 181422 members 
Mstep: Class 8 contains 9448 members 
Mstep: Class 9 contains 1415 members 
Mstep: Class 10 contains 52079 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 89946 members 
Mstep: Class 13 contains 13642 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 6915 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 9021 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 7740 members 
Mstep: Class 22 contains 10593 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 121674 members 
Mstep: Class 26 contains 104528 members 
Mstep: Class 27 contains 329 members 
Mstep: Class 28 contains 13929 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 31 contains 3359 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 11895 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 796 members 
Mstep: Class 37 contains 13613 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023840.000000 Penalty: 82904.648438
Iteration 114Q: 38 clusters Score -1.010238e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3485 members 
Mstep: Class 3 contains 38408 members 
Mstep: Class 4 contains 9657 members 
Mstep: Class 5 contains 27616 members 
Mstep: Class 6 contains 177436 members 
Mstep: Class 7 contains 181417 members 
Mstep: Class 8 contains 9446 members 
Mstep: Class 9 contains 1415 members 
Mstep: Class 10 contains 52080 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 89949 members 
Mstep: Class 13 contains 13647 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 6914 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4107 members 
Mstep: Class 21 contains 7741 members 
Mstep: Class 22 contains 10594 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 121675 members 
Mstep: Class 26 contains 104527 members 
Mstep: Class 27 contains 331 members 
Mstep: Class 28 contains 13939 members 
Mstep: Class 29 contains 18456 members 
Mstep: Class 31 contains 3367 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 11900 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 13648 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023808.000000 Penalty: 82904.648438
Iteration 115Q: 38 clusters Score -1.010238e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 38412 members 
Mstep: Class 4 contains 9658 members 
Mstep: Class 5 contains 27614 members 
Mstep: Class 6 contains 177405 members 
Mstep: Class 7 contains 181414 members 
Mstep: Class 8 contains 9444 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 52077 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 89948 members 
Mstep: Class 13 contains 13652 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 6915 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 9026 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 7741 members 
Mstep: Class 22 contains 10593 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 818 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104524 members 
Mstep: Class 27 contains 334 members 
Mstep: Class 28 contains 13956 members 
Mstep: Class 29 contains 18488 members 
Mstep: Class 31 contains 3377 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 11903 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 790 members 
Mstep: Class 37 contains 13677 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023848.000000 Penalty: 82904.648438
Iteration 116Q: 38 clusters Score -1.010238e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 38421 members 
Mstep: Class 4 contains 9662 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 177379 members 
Mstep: Class 7 contains 181410 members 
Mstep: Class 8 contains 9443 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 52075 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 89941 members 
Mstep: Class 13 contains 13656 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 6916 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 9026 members 
Mstep: Class 20 contains 4104 members 
Mstep: Class 21 contains 7740 members 
Mstep: Class 22 contains 10593 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 813 members 
Mstep: Class 25 contains 121671 members 
Mstep: Class 26 contains 104519 members 
Mstep: Class 27 contains 338 members 
Mstep: Class 28 contains 13972 members 
Mstep: Class 29 contains 18516 members 
Mstep: Class 31 contains 3386 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11910 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 13713 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023728.000000 Penalty: 82904.648438
Iteration 117Q: 38 clusters Score -1.010237e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 38422 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 27604 members 
Mstep: Class 6 contains 177343 members 
Mstep: Class 7 contains 181405 members 
Mstep: Class 8 contains 9445 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 52067 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 89939 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 469 members 
Mstep: Class 16 contains 6915 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11422 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4099 members 
Mstep: Class 21 contains 7741 members 
Mstep: Class 22 contains 10591 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 808 members 
Mstep: Class 25 contains 121676 members 
Mstep: Class 26 contains 104516 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 13992 members 
Mstep: Class 29 contains 18544 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11913 members 
Mstep: Class 35 contains 2572 members 
Mstep: Class 36 contains 786 members 
Mstep: Class 37 contains 13743 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023664.000000 Penalty: 82904.648438
Iteration 118Q: 38 clusters Score -1.010237e+08 nChanged 254
Entering ConstructFrom: 
Score: -101023664.000000 Penalty: 82904.648438
Entering ConstructFrom: 
Trying to split cluster 1 (10162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Entering Unmasked Estep 
Score: -1033380.812500 Penalty: 1499.291748
	Iteration 0F: 2 clusters Score -1033381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1026197.937500 Penalty: 2998.583496
	Iteration 0F: 3 clusters Score -1026198 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1028429.250000 Penalty: 2998.583496
	Iteration 1F: 3 clusters Score -1028429 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1028656.250000 Penalty: 2998.583496
	Iteration 2F: 3 clusters Score -1028656 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1028843.000000 Penalty: 2998.583496
	Iteration 3Q: 3 clusters Score -1028843 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1029020.375000 Penalty: 2998.583496
	Iteration 4Q: 3 clusters Score -1029020 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1029180.625000 Penalty: 2998.583496
	Iteration 5Q: 3 clusters Score -1029181 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1029343.062500 Penalty: 2998.583496
	Iteration 6Q: 3 clusters Score -1029343 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1029536.312500 Penalty: 2998.583496
	Iteration 7Q: 3 clusters Score -1029536 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1029779.562500 Penalty: 2998.583496
	Iteration 8Q: 3 clusters Score -1029780 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1030142.250000 Penalty: 2998.583496
	Iteration 9Q: 3 clusters Score -1030142 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1030564.500000 Penalty: 2998.583496
	Iteration 10Q: 3 clusters Score -1030564 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1030879.625000 Penalty: 2998.583496
	Iteration 11Q: 3 clusters Score -1030880 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1031102.625000 Penalty: 2998.583496
	Iteration 12Q: 3 clusters Score -1031103 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1031260.437500 Penalty: 2998.583496
	Iteration 13Q: 3 clusters Score -1031260 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1031368.062500 Penalty: 2998.583496
	Iteration 14Q: 3 clusters Score -1031368 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1031453.562500 Penalty: 2998.583496
	Iteration 15Q: 3 clusters Score -1031454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1031520.937500 Penalty: 2998.583496
	Iteration 16Q: 3 clusters Score -1031521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1031594.937500 Penalty: 2998.583496
	Iteration 17Q: 3 clusters Score -1031595 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1031655.250000 Penalty: 2998.583496
	Iteration 18Q: 3 clusters Score -1031655 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1031706.562500 Penalty: 2998.583496
	Iteration 19Q: 3 clusters Score -1031707 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1031744.125000 Penalty: 2998.583496
	Iteration 20F: 3 clusters Score -1031744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1031776.812500 Penalty: 2998.583496
	Iteration 21Q: 3 clusters Score -1031777 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1031815.687500 Penalty: 2998.583496
	Iteration 22Q: 3 clusters Score -1031816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1031852.812500 Penalty: 2998.583496
	Iteration 23Q: 3 clusters Score -1031853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1031877.750000 Penalty: 2998.583496
	Iteration 24Q: 3 clusters Score -1031878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1031895.125000 Penalty: 2998.583496
	Iteration 25Q: 3 clusters Score -1031895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1031910.812500 Penalty: 2998.583496
	Iteration 26Q: 3 clusters Score -1031911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1031930.062500 Penalty: 2998.583496
	Iteration 27Q: 3 clusters Score -1031930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1031947.187500 Penalty: 2998.583496
	Iteration 28Q: 3 clusters Score -1031947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1031960.812500 Penalty: 2998.583496
	Iteration 29Q: 3 clusters Score -1031961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1031966.500000 Penalty: 2998.583496
	Iteration 30Q: 3 clusters Score -1031966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1031972.375000 Penalty: 2998.583496
	Iteration 31Q: 3 clusters Score -1031972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1031976.875000 Penalty: 2998.583496
	Iteration 32Q: 3 clusters Score -1031977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1031978.875000 Penalty: 2998.583496
	Iteration 33Q: 3 clusters Score -1031979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1031983.812500 Penalty: 2998.583496
	Iteration 34Q: 3 clusters Score -1031984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1031985.312500 Penalty: 2998.583496
	Iteration 35Q: 3 clusters Score -1031985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1031990.937500 Penalty: 2998.583496
	Iteration 36Q: 3 clusters Score -1031991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1031995.687500 Penalty: 2998.583496
	Iteration 37Q: 3 clusters Score -1031996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1031998.812500 Penalty: 2998.583496
	Iteration 38Q: 3 clusters Score -1031999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1032002.437500 Penalty: 2998.583496
	Iteration 39Q: 3 clusters Score -1032002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1032005.125000 Penalty: 2998.583496
	Iteration 40F: 3 clusters Score -1032005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1032006.437500 Penalty: 2998.583496
	Iteration 41Q: 3 clusters Score -1032006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1032007.437500 Penalty: 2998.583496
	Iteration 42Q: 3 clusters Score -1032007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1032009.375000 Penalty: 2998.583496
	Iteration 43Q: 3 clusters Score -1032009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1032014.750000 Penalty: 2998.583496
	Iteration 44Q: 3 clusters Score -1032015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1032018.562500 Penalty: 2998.583496
	Iteration 45Q: 3 clusters Score -1032019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1032021.937500 Penalty: 2998.583496
	Iteration 46Q: 3 clusters Score -1032022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1032024.187500 Penalty: 2998.583496
	Iteration 47Q: 3 clusters Score -1032024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1032025.187500 Penalty: 2998.583496
	Iteration 48Q: 3 clusters Score -1032025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1032025.187500 Penalty: 2998.583496
	Iteration 49Q: 3 clusters Score -1032025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1032024.937500 Penalty: 2998.583496
	Iteration 50Q: 3 clusters Score -1032025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1032026.750000 Penalty: 2998.583496
	Iteration 51Q: 3 clusters Score -1032027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1032027.812500 Penalty: 2998.583496
	Iteration 52Q: 3 clusters Score -1032028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1032027.500000 Penalty: 2998.583496
	Iteration 53Q: 3 clusters Score -1032028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1032027.500000 Penalty: 2998.583496
	Iteration 54F: 3 clusters Score -1032028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -370224.062500 Penalty: 1319.837036
	Iteration 0F: 2 clusters Score -370224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -367261.750000 Penalty: 2639.674072
	Iteration 0F: 3 clusters Score -367261.8 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -367968.531250 Penalty: 2639.674072
	Iteration 1F: 3 clusters Score -367968.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -368081.937500 Penalty: 2639.674072
	Iteration 2F: 3 clusters Score -368081.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -368166.281250 Penalty: 2639.674072
	Iteration 3Q: 3 clusters Score -368166.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -368233.125000 Penalty: 2639.674072
	Iteration 4Q: 3 clusters Score -368233.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -368280.500000 Penalty: 2639.674072
	Iteration 5Q: 3 clusters Score -368280.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -368319.625000 Penalty: 2639.674072
	Iteration 6Q: 3 clusters Score -368319.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -368355.687500 Penalty: 2639.674072
	Iteration 7Q: 3 clusters Score -368355.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -368382.468750 Penalty: 2639.674072
	Iteration 8Q: 3 clusters Score -368382.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -368417.843750 Penalty: 2639.674072
	Iteration 9Q: 3 clusters Score -368417.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -368450.312500 Penalty: 2639.674072
	Iteration 10Q: 3 clusters Score -368450.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -368479.468750 Penalty: 2639.674072
	Iteration 11Q: 3 clusters Score -368479.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -368501.312500 Penalty: 2639.674072
	Iteration 12Q: 3 clusters Score -368501.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -368523.468750 Penalty: 2639.674072
	Iteration 13Q: 3 clusters Score -368523.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -368544.531250 Penalty: 2639.674072
	Iteration 14Q: 3 clusters Score -368544.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -368566.906250 Penalty: 2639.674072
	Iteration 15Q: 3 clusters Score -368566.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -368592.500000 Penalty: 2639.674072
	Iteration 16Q: 3 clusters Score -368592.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -368618.843750 Penalty: 2639.674072
	Iteration 17Q: 3 clusters Score -368618.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -368642.500000 Penalty: 2639.674072
	Iteration 18Q: 3 clusters Score -368642.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -368660.687500 Penalty: 2639.674072
	Iteration 19Q: 3 clusters Score -368660.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -368683.593750 Penalty: 2639.674072
	Iteration 20F: 3 clusters Score -368683.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -368711.625000 Penalty: 2639.674072
	Iteration 21Q: 3 clusters Score -368711.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -368732.156250 Penalty: 2639.674072
	Iteration 22Q: 3 clusters Score -368732.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -368756.218750 Penalty: 2639.674072
	Iteration 23Q: 3 clusters Score -368756.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -368776.968750 Penalty: 2639.674072
	Iteration 24Q: 3 clusters Score -368777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -368798.500000 Penalty: 2639.674072
	Iteration 25Q: 3 clusters Score -368798.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -368818.093750 Penalty: 2639.674072
	Iteration 26Q: 3 clusters Score -368818.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -368846.281250 Penalty: 2639.674072
	Iteration 27Q: 3 clusters Score -368846.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -368874.718750 Penalty: 2639.674072
	Iteration 28Q: 3 clusters Score -368874.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -368898.187500 Penalty: 2639.674072
	Iteration 29Q: 3 clusters Score -368898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -368910.812500 Penalty: 2639.674072
	Iteration 30Q: 3 clusters Score -368910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -368917.781250 Penalty: 2639.674072
	Iteration 31Q: 3 clusters Score -368917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -368932.500000 Penalty: 2639.674072
	Iteration 32Q: 3 clusters Score -368932.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -368948.750000 Penalty: 2639.674072
	Iteration 33Q: 3 clusters Score -368948.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -368959.093750 Penalty: 2639.674072
	Iteration 34Q: 3 clusters Score -368959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -368963.500000 Penalty: 2639.674072
	Iteration 35Q: 3 clusters Score -368963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -368973.312500 Penalty: 2639.674072
	Iteration 36Q: 3 clusters Score -368973.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -368983.218750 Penalty: 2639.674072
	Iteration 37Q: 3 clusters Score -368983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -368993.812500 Penalty: 2639.674072
	Iteration 38Q: 3 clusters Score -368993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -369002.718750 Penalty: 2639.674072
	Iteration 39Q: 3 clusters Score -369002.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -369007.375000 Penalty: 2639.674072
	Iteration 40F: 3 clusters Score -369007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -369010.343750 Penalty: 2639.674072
	Iteration 41Q: 3 clusters Score -369010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -369012.062500 Penalty: 2639.674072
	Iteration 42Q: 3 clusters Score -369012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -369014.625000 Penalty: 2639.674072
	Iteration 43Q: 3 clusters Score -369014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -369015.437500 Penalty: 2639.674072
	Iteration 44Q: 3 clusters Score -369015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -369017.750000 Penalty: 2639.674072
	Iteration 45Q: 3 clusters Score -369017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -369017.750000 Penalty: 2639.674072
	Iteration 46F: 3 clusters Score -369017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Entering Unmasked Estep 
Score: -4049189.500000 Penalty: 1715.421143
	Iteration 0F: 2 clusters Score -4049190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4023422.000000 Penalty: 3430.842285
	Iteration 0F: 3 clusters Score -4023422 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4033684.750000 Penalty: 3430.842285
	Iteration 1F: 3 clusters Score -4033685 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4034385.500000 Penalty: 3430.842285
	Iteration 2Q: 3 clusters Score -4034386 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4035203.250000 Penalty: 3430.842285
	Iteration 3Q: 3 clusters Score -4035203 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4036112.250000 Penalty: 3430.842285
	Iteration 4Q: 3 clusters Score -4036112 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4037108.250000 Penalty: 3430.842285
	Iteration 5F: 3 clusters Score -4037108 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4038234.500000 Penalty: 3430.842285
	Iteration 6F: 3 clusters Score -4038234 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4039396.000000 Penalty: 3430.842285
	Iteration 7F: 3 clusters Score -4039396 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4040667.000000 Penalty: 3430.842285
	Iteration 8F: 3 clusters Score -4040667 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4041998.750000 Penalty: 3430.842285
	Iteration 9F: 3 clusters Score -4041999 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4043385.750000 Penalty: 3430.842285
	Iteration 10F: 3 clusters Score -4043386 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -4044583.250000 Penalty: 3430.842285
	Iteration 11Q: 3 clusters Score -4044583 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4045493.250000 Penalty: 3430.842285
	Iteration 12Q: 3 clusters Score -4045493 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4046205.250000 Penalty: 3430.842285
	Iteration 13Q: 3 clusters Score -4046205 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4046745.250000 Penalty: 3430.842285
	Iteration 14Q: 3 clusters Score -4046745 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4047185.750000 Penalty: 3430.842285
	Iteration 15Q: 3 clusters Score -4047186 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4047519.000000 Penalty: 3430.842285
	Iteration 16Q: 3 clusters Score -4047519 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4047769.000000 Penalty: 3430.842285
	Iteration 17Q: 3 clusters Score -4047769 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4047979.000000 Penalty: 3430.842285
	Iteration 18Q: 3 clusters Score -4047979 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4048126.250000 Penalty: 3430.842285
	Iteration 19Q: 3 clusters Score -4048126 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -4048211.750000 Penalty: 3430.842285
	Iteration 20F: 3 clusters Score -4048212 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4048300.500000 Penalty: 3430.842285
	Iteration 21Q: 3 clusters Score -4048300 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4048338.750000 Penalty: 3430.842285
	Iteration 22Q: 3 clusters Score -4048339 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4048362.250000 Penalty: 3430.842285
	Iteration 23Q: 3 clusters Score -4048362 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4048379.000000 Penalty: 3430.842285
	Iteration 24Q: 3 clusters Score -4048379 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4048401.500000 Penalty: 3430.842285
	Iteration 25Q: 3 clusters Score -4048402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4048422.250000 Penalty: 3430.842285
	Iteration 26Q: 3 clusters Score -4048422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4048437.750000 Penalty: 3430.842285
	Iteration 27Q: 3 clusters Score -4048438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4048442.750000 Penalty: 3430.842285
	Iteration 28Q: 3 clusters Score -4048443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4048454.250000 Penalty: 3430.842285
	Iteration 29Q: 3 clusters Score -4048454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4048446.250000 Penalty: 3430.842285
	Iteration 30Q: 3 clusters Score -4048446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4048442.250000 Penalty: 3430.842285
	Iteration 31Q: 3 clusters Score -4048442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4048451.250000 Penalty: 3430.842285
	Iteration 32Q: 3 clusters Score -4048451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4048439.750000 Penalty: 3430.842285
	Iteration 33Q: 3 clusters Score -4048440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4048440.500000 Penalty: 3430.842285
	Iteration 34Q: 3 clusters Score -4048440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -4048452.750000 Penalty: 3430.842285
	Iteration 35Q: 3 clusters Score -4048453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4048446.500000 Penalty: 3430.842285
	Iteration 36Q: 3 clusters Score -4048446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4048446.000000 Penalty: 3430.842285
	Iteration 37Q: 3 clusters Score -4048446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4048444.250000 Penalty: 3430.842285
	Iteration 38Q: 3 clusters Score -4048444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4048450.500000 Penalty: 3430.842285
	Iteration 39Q: 3 clusters Score -4048450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4048445.500000 Penalty: 3430.842285
	Iteration 40F: 3 clusters Score -4048446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4048445.000000 Penalty: 3430.842285
	Iteration 41Q: 3 clusters Score -4048445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4048445.000000 Penalty: 3430.842285
	Iteration 42Q: 3 clusters Score -4048445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4048445.000000 Penalty: 3430.842285
	Iteration 43F: 3 clusters Score -4048445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Entering Unmasked Estep 
Score: -1051062.625000 Penalty: 1491.227295
	Iteration 0F: 2 clusters Score -1051063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1044027.187500 Penalty: 2982.454590
	Iteration 0F: 3 clusters Score -1044027 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1046211.250000 Penalty: 2982.454590
	Iteration 1F: 3 clusters Score -1046211 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1046451.750000 Penalty: 2982.454590
	Iteration 2F: 3 clusters Score -1046452 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1046686.187500 Penalty: 2982.454590
	Iteration 3F: 3 clusters Score -1046686 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1046919.750000 Penalty: 2982.454590
	Iteration 4F: 3 clusters Score -1046920 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1047155.500000 Penalty: 2982.454590
	Iteration 5Q: 3 clusters Score -1047156 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1047428.000000 Penalty: 2982.454590
	Iteration 6Q: 3 clusters Score -1047428 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1047713.000000 Penalty: 2982.454590
	Iteration 7Q: 3 clusters Score -1047713 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1048028.312500 Penalty: 2982.454590
	Iteration 8Q: 3 clusters Score -1048028 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1048358.375000 Penalty: 2982.454590
	Iteration 9Q: 3 clusters Score -1048358 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1048674.875000 Penalty: 2982.454590
	Iteration 10Q: 3 clusters Score -1048675 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1048960.375000 Penalty: 2982.454590
	Iteration 11Q: 3 clusters Score -1048960 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1049170.375000 Penalty: 2982.454590
	Iteration 12Q: 3 clusters Score -1049170 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1049336.875000 Penalty: 2982.454590
	Iteration 13Q: 3 clusters Score -1049337 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1049461.500000 Penalty: 2982.454590
	Iteration 14Q: 3 clusters Score -1049462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1049548.250000 Penalty: 2982.454590
	Iteration 15Q: 3 clusters Score -1049548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1049621.000000 Penalty: 2982.454590
	Iteration 16Q: 3 clusters Score -1049621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1049679.375000 Penalty: 2982.454590
	Iteration 17Q: 3 clusters Score -1049679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1049706.750000 Penalty: 2982.454590
	Iteration 18Q: 3 clusters Score -1049707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1049728.000000 Penalty: 2982.454590
	Iteration 19Q: 3 clusters Score -1049728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1049743.625000 Penalty: 2982.454590
	Iteration 20F: 3 clusters Score -1049744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1049752.875000 Penalty: 2982.454590
	Iteration 21Q: 3 clusters Score -1049753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1049760.375000 Penalty: 2982.454590
	Iteration 22Q: 3 clusters Score -1049760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1049767.125000 Penalty: 2982.454590
	Iteration 23Q: 3 clusters Score -1049767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1049769.750000 Penalty: 2982.454590
	Iteration 24Q: 3 clusters Score -1049770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1049777.000000 Penalty: 2982.454590
	Iteration 25Q: 3 clusters Score -1049777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1049779.000000 Penalty: 2982.454590
	Iteration 26Q: 3 clusters Score -1049779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1049782.500000 Penalty: 2982.454590
	Iteration 27Q: 3 clusters Score -1049782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1049787.750000 Penalty: 2982.454590
	Iteration 28Q: 3 clusters Score -1049788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1049792.625000 Penalty: 2982.454590
	Iteration 29Q: 3 clusters Score -1049793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1049802.000000 Penalty: 2982.454590
	Iteration 30Q: 3 clusters Score -1049802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1049808.125000 Penalty: 2982.454590
	Iteration 31Q: 3 clusters Score -1049808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1049817.125000 Penalty: 2982.454590
	Iteration 32Q: 3 clusters Score -1049817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1049821.875000 Penalty: 2982.454590
	Iteration 33Q: 3 clusters Score -1049822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1049825.000000 Penalty: 2982.454590
	Iteration 34Q: 3 clusters Score -1049825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1049829.500000 Penalty: 2982.454590
	Iteration 35Q: 3 clusters Score -1049830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1049840.250000 Penalty: 2982.454590
	Iteration 36Q: 3 clusters Score -1049840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1049845.625000 Penalty: 2982.454590
	Iteration 37Q: 3 clusters Score -1049846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1049856.375000 Penalty: 2982.454590
	Iteration 38Q: 3 clusters Score -1049856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1049858.625000 Penalty: 2982.454590
	Iteration 39Q: 3 clusters Score -1049859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1049858.375000 Penalty: 2982.454590
	Iteration 40F: 3 clusters Score -1049858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Entering Unmasked Estep 
Score: -2858637.500000 Penalty: 1661.631714
	Iteration 0F: 2 clusters Score -2858638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2840063.500000 Penalty: 3323.263428
	Iteration 0F: 3 clusters Score -2840064 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2846960.500000 Penalty: 3323.263428
	Iteration 1F: 3 clusters Score -2846960 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2847421.500000 Penalty: 3323.263428
	Iteration 2Q: 3 clusters Score -2847422 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2848156.250000 Penalty: 3323.263428
	Iteration 3F: 3 clusters Score -2848156 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2849272.250000 Penalty: 3323.263428
	Iteration 4F: 3 clusters Score -2849272 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2850885.000000 Penalty: 3323.263428
	Iteration 5F: 3 clusters Score -2850885 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2852726.500000 Penalty: 3323.263428
	Iteration 6F: 3 clusters Score -2852726 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2854524.000000 Penalty: 3323.263428
	Iteration 7F: 3 clusters Score -2854524 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2856097.250000 Penalty: 3323.263428
	Iteration 8F: 3 clusters Score -2856097 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2857211.250000 Penalty: 3323.263428
	Iteration 9Q: 3 clusters Score -2857211 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2857524.000000 Penalty: 3323.263428
	Iteration 10Q: 3 clusters Score -2857524 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2857652.750000 Penalty: 3323.263428
	Iteration 11Q: 3 clusters Score -2857653 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2857721.500000 Penalty: 3323.263428
	Iteration 12Q: 3 clusters Score -2857722 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2857758.250000 Penalty: 3323.263428
	Iteration 13Q: 3 clusters Score -2857758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2857793.500000 Penalty: 3323.263428
	Iteration 14Q: 3 clusters Score -2857794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2857804.750000 Penalty: 3323.263428
	Iteration 15Q: 3 clusters Score -2857805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2857822.750000 Penalty: 3323.263428
	Iteration 16Q: 3 clusters Score -2857823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2857840.500000 Penalty: 3323.263428
	Iteration 17Q: 3 clusters Score -2857840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2857861.000000 Penalty: 3323.263428
	Iteration 18Q: 3 clusters Score -2857861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2857875.000000 Penalty: 3323.263428
	Iteration 19Q: 3 clusters Score -2857875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2857889.500000 Penalty: 3323.263428
	Iteration 20F: 3 clusters Score -2857890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2857900.000000 Penalty: 3323.263428
	Iteration 21Q: 3 clusters Score -2857900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2857904.750000 Penalty: 3323.263428
	Iteration 22Q: 3 clusters Score -2857905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2857908.500000 Penalty: 3323.263428
	Iteration 23Q: 3 clusters Score -2857908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2857905.750000 Penalty: 3323.263428
	Iteration 24Q: 3 clusters Score -2857906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2857910.750000 Penalty: 3323.263428
	Iteration 25Q: 3 clusters Score -2857911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2857921.250000 Penalty: 3323.263428
	Iteration 26Q: 3 clusters Score -2857921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2857923.000000 Penalty: 3323.263428
	Iteration 27Q: 3 clusters Score -2857923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2857932.750000 Penalty: 3323.263428
	Iteration 28Q: 3 clusters Score -2857933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2857930.000000 Penalty: 3323.263428
	Iteration 29Q: 3 clusters Score -2857930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2857934.250000 Penalty: 3323.263428
	Iteration 30Q: 3 clusters Score -2857934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2857933.750000 Penalty: 3323.263428
	Iteration 31Q: 3 clusters Score -2857934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2857935.500000 Penalty: 3323.263428
	Iteration 32Q: 3 clusters Score -2857936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2857937.250000 Penalty: 3323.263428
	Iteration 33Q: 3 clusters Score -2857937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2857940.750000 Penalty: 3323.263428
	Iteration 34Q: 3 clusters Score -2857941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2857950.000000 Penalty: 3323.263428
	Iteration 35Q: 3 clusters Score -2857950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2857950.250000 Penalty: 3323.263428
	Iteration 36Q: 3 clusters Score -2857950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2857946.500000 Penalty: 3323.263428
	Iteration 37Q: 3 clusters Score -2857946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2857953.750000 Penalty: 3323.263428
	Iteration 38Q: 3 clusters Score -2857954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2857956.500000 Penalty: 3323.263428
	Iteration 39Q: 3 clusters Score -2857956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2857951.750000 Penalty: 3323.263428
	Iteration 40F: 3 clusters Score -2857952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2857956.000000 Penalty: 3323.263428
	Iteration 41Q: 3 clusters Score -2857956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2857955.500000 Penalty: 3323.263428
	Iteration 42Q: 3 clusters Score -2857956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2857955.250000 Penalty: 3323.263428
	Iteration 43Q: 3 clusters Score -2857955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2857955.000000 Penalty: 3323.263428
	Iteration 44Q: 3 clusters Score -2857955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2857954.250000 Penalty: 3323.263428
	Iteration 45Q: 3 clusters Score -2857954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2857954.750000 Penalty: 3323.263428
	Iteration 46Q: 3 clusters Score -2857955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2857955.500000 Penalty: 3323.263428
	Iteration 47Q: 3 clusters Score -2857956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2857953.000000 Penalty: 3323.263428
	Iteration 48Q: 3 clusters Score -2857953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2857953.500000 Penalty: 3323.263428
	Iteration 49Q: 3 clusters Score -2857954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2857954.000000 Penalty: 3323.263428
	Iteration 50Q: 3 clusters Score -2857954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2857958.250000 Penalty: 3323.263428
	Iteration 51Q: 3 clusters Score -2857958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2857959.750000 Penalty: 3323.263428
	Iteration 52Q: 3 clusters Score -2857960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2857965.000000 Penalty: 3323.263428
	Iteration 53Q: 3 clusters Score -2857965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2857962.500000 Penalty: 3323.263428
	Iteration 54Q: 3 clusters Score -2857962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2857968.500000 Penalty: 3323.263428
	Iteration 55Q: 3 clusters Score -2857968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2857966.250000 Penalty: 3323.263428
	Iteration 56Q: 3 clusters Score -2857966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2857968.000000 Penalty: 3323.263428
	Iteration 57Q: 3 clusters Score -2857968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2857968.500000 Penalty: 3323.263428
	Iteration 58Q: 3 clusters Score -2857968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2857968.500000 Penalty: 3323.263428
	Iteration 59F: 3 clusters Score -2857968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (177327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177327 members 
Entering Unmasked Estep 
Score: -18750306.000000 Penalty: 1963.934448
	Iteration 0F: 2 clusters Score -1.875031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -18632840.000000 Penalty: 3927.868896
	Iteration 0F: 3 clusters Score -1.863284e+07 nChanged 85624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -18683260.000000 Penalty: 3927.868896
	Iteration 1F: 3 clusters Score -1.868326e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -18684508.000000 Penalty: 3927.868896
	Iteration 2Q: 3 clusters Score -1.868451e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -18686374.000000 Penalty: 3927.868896
	Iteration 3Q: 3 clusters Score -1.868637e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -18689158.000000 Penalty: 3927.868896
	Iteration 4Q: 3 clusters Score -1.868916e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -18693766.000000 Penalty: 3927.868896
	Iteration 5F: 3 clusters Score -1.869377e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -18701258.000000 Penalty: 3927.868896
	Iteration 6F: 3 clusters Score -1.870126e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 125205 members 
Entering Unmasked Estep 
Score: -18711190.000000 Penalty: 3927.868896
	Iteration 7F: 3 clusters Score -1.871119e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -18722496.000000 Penalty: 3927.868896
	Iteration 8F: 3 clusters Score -1.87225e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 144476 members 
Entering Unmasked Estep 
Score: -18731392.000000 Penalty: 3927.868896
	Iteration 9F: 3 clusters Score -1.873139e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 150762 members 
Entering Unmasked Estep 
Score: -18737120.000000 Penalty: 3927.868896
	Iteration 10Q: 3 clusters Score -1.873712e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -18740824.000000 Penalty: 3927.868896
	Iteration 11Q: 3 clusters Score -1.874082e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -18743812.000000 Penalty: 3927.868896
	Iteration 12Q: 3 clusters Score -1.874381e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 162335 members 
Entering Unmasked Estep 
Score: -18746186.000000 Penalty: 3927.868896
	Iteration 13Q: 3 clusters Score -1.874619e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 164762 members 
Entering Unmasked Estep 
Score: -18747920.000000 Penalty: 3927.868896
	Iteration 14Q: 3 clusters Score -1.874792e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -18749254.000000 Penalty: 3927.868896
	Iteration 15Q: 3 clusters Score -1.874925e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -18750088.000000 Penalty: 3927.868896
	Iteration 16Q: 3 clusters Score -1.875009e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 168949 members 
Entering Unmasked Estep 
Score: -18750462.000000 Penalty: 3927.868896
	Iteration 17Q: 3 clusters Score -1.875046e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 169688 members 
Entering Unmasked Estep 
Score: -18750748.000000 Penalty: 3927.868896
	Iteration 18Q: 3 clusters Score -1.875075e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 170283 members 
Entering Unmasked Estep 
Score: -18750914.000000 Penalty: 3927.868896
	Iteration 19Q: 3 clusters Score -1.875091e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -18751054.000000 Penalty: 3927.868896
	Iteration 20F: 3 clusters Score -1.875105e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -18751172.000000 Penalty: 3927.868896
	Iteration 21Q: 3 clusters Score -1.875117e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -18751248.000000 Penalty: 3927.868896
	Iteration 22Q: 3 clusters Score -1.875125e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 171721 members 
Entering Unmasked Estep 
Score: -18751248.000000 Penalty: 3927.868896
	Iteration 23Q: 3 clusters Score -1.875125e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 171924 members 
Entering Unmasked Estep 
Score: -18751254.000000 Penalty: 3927.868896
	Iteration 24Q: 3 clusters Score -1.875125e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 172103 members 
Entering Unmasked Estep 
Score: -18751250.000000 Penalty: 3927.868896
	Iteration 25Q: 3 clusters Score -1.875125e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 172248 members 
Entering Unmasked Estep 
Score: -18751282.000000 Penalty: 3927.868896
	Iteration 26Q: 3 clusters Score -1.875128e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -18751274.000000 Penalty: 3927.868896
	Iteration 27Q: 3 clusters Score -1.875127e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -18751272.000000 Penalty: 3927.868896
	Iteration 28Q: 3 clusters Score -1.875127e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 172528 members 
Entering Unmasked Estep 
Score: -18751292.000000 Penalty: 3927.868896
	Iteration 29Q: 3 clusters Score -1.875129e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 172597 members 
Entering Unmasked Estep 
Score: -18751312.000000 Penalty: 3927.868896
	Iteration 30Q: 3 clusters Score -1.875131e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -18751296.000000 Penalty: 3927.868896
	Iteration 31Q: 3 clusters Score -1.87513e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -18751316.000000 Penalty: 3927.868896
	Iteration 32Q: 3 clusters Score -1.875132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -18751314.000000 Penalty: 3927.868896
	Iteration 33Q: 3 clusters Score -1.875131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -18751318.000000 Penalty: 3927.868896
	Iteration 34Q: 3 clusters Score -1.875132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -18751304.000000 Penalty: 3927.868896
	Iteration 35Q: 3 clusters Score -1.87513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 172787 members 
Entering Unmasked Estep 
Score: -18751284.000000 Penalty: 3927.868896
	Iteration 36Q: 3 clusters Score -1.875128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 172808 members 
Entering Unmasked Estep 
Score: -18751290.000000 Penalty: 3927.868896
	Iteration 37Q: 3 clusters Score -1.875129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 172829 members 
Entering Unmasked Estep 
Score: -18751296.000000 Penalty: 3927.868896
	Iteration 38Q: 3 clusters Score -1.87513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -18751316.000000 Penalty: 3927.868896
	Iteration 39Q: 3 clusters Score -1.875132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -18751306.000000 Penalty: 3927.868896
	Iteration 40F: 3 clusters Score -1.875131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -18751308.000000 Penalty: 3927.868896
	Iteration 41Q: 3 clusters Score -1.875131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -18751308.000000 Penalty: 3927.868896
	Iteration 42Q: 3 clusters Score -1.875131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 172907 members 
Entering Unmasked Estep 
Score: -18751310.000000 Penalty: 3927.868896
	Iteration 43Q: 3 clusters Score -1.875131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -18751316.000000 Penalty: 3927.868896
	Iteration 44Q: 3 clusters Score -1.875132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -18751312.000000 Penalty: 3927.868896
	Iteration 45Q: 3 clusters Score -1.875131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -18751336.000000 Penalty: 3927.868896
	Iteration 46Q: 3 clusters Score -1.875134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -18751330.000000 Penalty: 3927.868896
	Iteration 47Q: 3 clusters Score -1.875133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 172932 members 
Entering Unmasked Estep 
Score: -18751338.000000 Penalty: 3927.868896
	Iteration 48Q: 3 clusters Score -1.875134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 172936 members 
Entering Unmasked Estep 
Score: -18751344.000000 Penalty: 3927.868896
	Iteration 49Q: 3 clusters Score -1.875134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 172938 members 
Entering Unmasked Estep 
Score: -18751338.000000 Penalty: 3927.868896
	Iteration 50Q: 3 clusters Score -1.875134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -18751338.000000 Penalty: 3927.868896
	Iteration 51Q: 3 clusters Score -1.875134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -18751338.000000 Penalty: 3927.868896
	Iteration 52F: 3 clusters Score -1.875134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 181404 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 89940 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104514 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 14012 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 172939 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 13768 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
Score: -101024704.000000 Penalty: 85145.320312
Splitting cluster 6 changes total score from -101023664.000000 to -101024704.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 7 (181404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181404 members 
Entering Unmasked Estep 
Score: -19638552.000000 Penalty: 1967.628418
	Iteration 0F: 2 clusters Score -1.963855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -19541350.000000 Penalty: 3935.256836
	Iteration 0F: 3 clusters Score -1.954135e+07 nChanged 87566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -19592942.000000 Penalty: 3935.256836
	Iteration 1F: 3 clusters Score -1.959294e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -19594042.000000 Penalty: 3935.256836
	Iteration 2Q: 3 clusters Score -1.959404e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -19596008.000000 Penalty: 3935.256836
	Iteration 3Q: 3 clusters Score -1.959601e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -19599070.000000 Penalty: 3935.256836
	Iteration 4Q: 3 clusters Score -1.959907e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -19603536.000000 Penalty: 3935.256836
	Iteration 5F: 3 clusters Score -1.960354e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124159 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -19609412.000000 Penalty: 3935.256836
	Iteration 6F: 3 clusters Score -1.960941e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132815 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -19616038.000000 Penalty: 3935.256836
	Iteration 7F: 3 clusters Score -1.961604e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140002 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -19621706.000000 Penalty: 3935.256836
	Iteration 8F: 3 clusters Score -1.962171e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144865 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -19625790.000000 Penalty: 3935.256836
	Iteration 9Q: 3 clusters Score -1.962579e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147741 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -19628528.000000 Penalty: 3935.256836
	Iteration 10Q: 3 clusters Score -1.962853e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -19630464.000000 Penalty: 3935.256836
	Iteration 11Q: 3 clusters Score -1.963046e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -19631536.000000 Penalty: 3935.256836
	Iteration 12Q: 3 clusters Score -1.963154e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148840 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -19632168.000000 Penalty: 3935.256836
	Iteration 13Q: 3 clusters Score -1.963217e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147854 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -19632728.000000 Penalty: 3935.256836
	Iteration 14Q: 3 clusters Score -1.963273e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146520 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -19632938.000000 Penalty: 3935.256836
	Iteration 15Q: 3 clusters Score -1.963294e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -19632746.000000 Penalty: 3935.256836
	Iteration 16Q: 3 clusters Score -1.963275e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -19632750.000000 Penalty: 3935.256836
	Iteration 17Q: 3 clusters Score -1.963275e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -19632698.000000 Penalty: 3935.256836
	Iteration 18Q: 3 clusters Score -1.96327e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139868 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -19632638.000000 Penalty: 3935.256836
	Iteration 19Q: 3 clusters Score -1.963264e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -19632634.000000 Penalty: 3935.256836
	Iteration 20F: 3 clusters Score -1.963263e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136069 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -19632682.000000 Penalty: 3935.256836
	Iteration 21Q: 3 clusters Score -1.963268e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133995 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -19632684.000000 Penalty: 3935.256836
	Iteration 22Q: 3 clusters Score -1.963268e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131928 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -19632722.000000 Penalty: 3935.256836
	Iteration 23Q: 3 clusters Score -1.963272e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129805 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -19632842.000000 Penalty: 3935.256836
	Iteration 24Q: 3 clusters Score -1.963284e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -19632816.000000 Penalty: 3935.256836
	Iteration 25Q: 3 clusters Score -1.963282e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -19632800.000000 Penalty: 3935.256836
	Iteration 26Q: 3 clusters Score -1.96328e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -19633014.000000 Penalty: 3935.256836
	Iteration 27Q: 3 clusters Score -1.963301e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120833 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -19633244.000000 Penalty: 3935.256836
	Iteration 28Q: 3 clusters Score -1.963324e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -19633584.000000 Penalty: 3935.256836
	Iteration 29Q: 3 clusters Score -1.963358e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116220 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -19634110.000000 Penalty: 3935.256836
	Iteration 30Q: 3 clusters Score -1.963411e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -19634544.000000 Penalty: 3935.256836
	Iteration 31Q: 3 clusters Score -1.963454e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -19635192.000000 Penalty: 3935.256836
	Iteration 32Q: 3 clusters Score -1.963519e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -19635888.000000 Penalty: 3935.256836
	Iteration 33Q: 3 clusters Score -1.963589e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -19636578.000000 Penalty: 3935.256836
	Iteration 34Q: 3 clusters Score -1.963658e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104141 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -19637230.000000 Penalty: 3935.256836
	Iteration 35Q: 3 clusters Score -1.963723e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -19638056.000000 Penalty: 3935.256836
	Iteration 36Q: 3 clusters Score -1.963806e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -19638922.000000 Penalty: 3935.256836
	Iteration 37Q: 3 clusters Score -1.963892e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -19639630.000000 Penalty: 3935.256836
	Iteration 38Q: 3 clusters Score -1.963963e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -19640216.000000 Penalty: 3935.256836
	Iteration 39Q: 3 clusters Score -1.964022e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -19641182.000000 Penalty: 3935.256836
	Iteration 40F: 3 clusters Score -1.964118e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -19642208.000000 Penalty: 3935.256836
	Iteration 41Q: 3 clusters Score -1.964221e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -19643044.000000 Penalty: 3935.256836
	Iteration 42Q: 3 clusters Score -1.964304e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -19643692.000000 Penalty: 3935.256836
	Iteration 43Q: 3 clusters Score -1.964369e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -19644178.000000 Penalty: 3935.256836
	Iteration 44Q: 3 clusters Score -1.964418e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -19644468.000000 Penalty: 3935.256836
	Iteration 45Q: 3 clusters Score -1.964447e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -19644614.000000 Penalty: 3935.256836
	Iteration 46Q: 3 clusters Score -1.964461e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -19644620.000000 Penalty: 3935.256836
	Iteration 47Q: 3 clusters Score -1.964462e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -19644704.000000 Penalty: 3935.256836
	Iteration 48Q: 3 clusters Score -1.96447e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -19644800.000000 Penalty: 3935.256836
	Iteration 49Q: 3 clusters Score -1.96448e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84799 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -19644730.000000 Penalty: 3935.256836
	Iteration 50Q: 3 clusters Score -1.964473e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -19644748.000000 Penalty: 3935.256836
	Iteration 51Q: 3 clusters Score -1.964475e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -19644688.000000 Penalty: 3935.256836
	Iteration 52Q: 3 clusters Score -1.964469e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -19644642.000000 Penalty: 3935.256836
	Iteration 53Q: 3 clusters Score -1.964464e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -19644682.000000 Penalty: 3935.256836
	Iteration 54Q: 3 clusters Score -1.964468e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -19644542.000000 Penalty: 3935.256836
	Iteration 55Q: 3 clusters Score -1.964454e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 102551 members 
Entering Unmasked Estep 
Score: -19644578.000000 Penalty: 3935.256836
	Iteration 56Q: 3 clusters Score -1.964458e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 103763 members 
Entering Unmasked Estep 
Score: -19644470.000000 Penalty: 3935.256836
	Iteration 57Q: 3 clusters Score -1.964447e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -19644404.000000 Penalty: 3935.256836
	Iteration 58Q: 3 clusters Score -1.96444e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 106482 members 
Entering Unmasked Estep 
Score: -19644318.000000 Penalty: 3935.256836
	Iteration 59Q: 3 clusters Score -1.964432e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -19644252.000000 Penalty: 3935.256836
	Iteration 60F: 3 clusters Score -1.964425e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -19644234.000000 Penalty: 3935.256836
	Iteration 61Q: 3 clusters Score -1.964423e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 111418 members 
Entering Unmasked Estep 
Score: -19644114.000000 Penalty: 3935.256836
	Iteration 62Q: 3 clusters Score -1.964411e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -19644142.000000 Penalty: 3935.256836
	Iteration 63Q: 3 clusters Score -1.964414e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -19644214.000000 Penalty: 3935.256836
	Iteration 64Q: 3 clusters Score -1.964421e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -19644208.000000 Penalty: 3935.256836
	Iteration 65Q: 3 clusters Score -1.964421e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -19644300.000000 Penalty: 3935.256836
	Iteration 66Q: 3 clusters Score -1.96443e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 120913 members 
Entering Unmasked Estep 
Score: -19644306.000000 Penalty: 3935.256836
	Iteration 67Q: 3 clusters Score -1.964431e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -19644172.000000 Penalty: 3935.256836
	Iteration 68Q: 3 clusters Score -1.964417e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -19644104.000000 Penalty: 3935.256836
	Iteration 69Q: 3 clusters Score -1.96441e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 127417 members 
Entering Unmasked Estep 
Score: -19644184.000000 Penalty: 3935.256836
	Iteration 70Q: 3 clusters Score -1.964418e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 129803 members 
Entering Unmasked Estep 
Score: -19644156.000000 Penalty: 3935.256836
	Iteration 71Q: 3 clusters Score -1.964416e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 132247 members 
Entering Unmasked Estep 
Score: -19644306.000000 Penalty: 3935.256836
	Iteration 72Q: 3 clusters Score -1.964431e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 134860 members 
Entering Unmasked Estep 
Score: -19644316.000000 Penalty: 3935.256836
	Iteration 73Q: 3 clusters Score -1.964432e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -19644444.000000 Penalty: 3935.256836
	Iteration 74Q: 3 clusters Score -1.964444e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 140507 members 
Entering Unmasked Estep 
Score: -19644432.000000 Penalty: 3935.256836
	Iteration 75Q: 3 clusters Score -1.964443e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -19644696.000000 Penalty: 3935.256836
	Iteration 76Q: 3 clusters Score -1.96447e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 146413 members 
Entering Unmasked Estep 
Score: -19644932.000000 Penalty: 3935.256836
	Iteration 77Q: 3 clusters Score -1.964493e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 149387 members 
Entering Unmasked Estep 
Score: -19645146.000000 Penalty: 3935.256836
	Iteration 78Q: 3 clusters Score -1.964515e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 152274 members 
Entering Unmasked Estep 
Score: -19645176.000000 Penalty: 3935.256836
	Iteration 79Q: 3 clusters Score -1.964518e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -19645468.000000 Penalty: 3935.256836
	Iteration 80F: 3 clusters Score -1.964547e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -19645668.000000 Penalty: 3935.256836
	Iteration 81Q: 3 clusters Score -1.964567e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -19645728.000000 Penalty: 3935.256836
	Iteration 82Q: 3 clusters Score -1.964573e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -19645956.000000 Penalty: 3935.256836
	Iteration 83Q: 3 clusters Score -1.964596e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -19646054.000000 Penalty: 3935.256836
	Iteration 84Q: 3 clusters Score -1.964605e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 167018 members 
Entering Unmasked Estep 
Score: -19646186.000000 Penalty: 3935.256836
	Iteration 85Q: 3 clusters Score -1.964619e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -19646008.000000 Penalty: 3935.256836
	Iteration 86Q: 3 clusters Score -1.964601e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -19645368.000000 Penalty: 3935.256836
	Iteration 87Q: 3 clusters Score -1.964537e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -19644780.000000 Penalty: 3935.256836
	Iteration 88Q: 3 clusters Score -1.964478e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 172960 members 
Entering Unmasked Estep 
Score: -19644444.000000 Penalty: 3935.256836
	Iteration 89Q: 3 clusters Score -1.964444e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -19644044.000000 Penalty: 3935.256836
	Iteration 90Q: 3 clusters Score -1.964404e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -19643256.000000 Penalty: 3935.256836
	Iteration 91Q: 3 clusters Score -1.964326e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -19642758.000000 Penalty: 3935.256836
	Iteration 92Q: 3 clusters Score -1.964276e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 176316 members 
Entering Unmasked Estep 
Score: -19642256.000000 Penalty: 3935.256836
	Iteration 93Q: 3 clusters Score -1.964226e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 176837 members 
Entering Unmasked Estep 
Score: -19641868.000000 Penalty: 3935.256836
	Iteration 94Q: 3 clusters Score -1.964187e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 177276 members 
Entering Unmasked Estep 
Score: -19641466.000000 Penalty: 3935.256836
	Iteration 95Q: 3 clusters Score -1.964147e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 177644 members 
Entering Unmasked Estep 
Score: -19641218.000000 Penalty: 3935.256836
	Iteration 96Q: 3 clusters Score -1.964122e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -19640826.000000 Penalty: 3935.256836
	Iteration 97Q: 3 clusters Score -1.964083e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 178228 members 
Entering Unmasked Estep 
Score: -19640642.000000 Penalty: 3935.256836
	Iteration 98Q: 3 clusters Score -1.964064e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 178466 members 
Entering Unmasked Estep 
Score: -19640360.000000 Penalty: 3935.256836
	Iteration 99Q: 3 clusters Score -1.964036e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 178672 members 
Entering Unmasked Estep 
Score: -19640166.000000 Penalty: 3935.256836
	Iteration 100F: 3 clusters Score -1.964017e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 178836 members 
Entering Unmasked Estep 
Score: -19639984.000000 Penalty: 3935.256836
	Iteration 101Q: 3 clusters Score -1.963998e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 178989 members 
Entering Unmasked Estep 
Score: -19639832.000000 Penalty: 3935.256836
	Iteration 102Q: 3 clusters Score -1.963983e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 179119 members 
Entering Unmasked Estep 
Score: -19639724.000000 Penalty: 3935.256836
	Iteration 103Q: 3 clusters Score -1.963972e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -19639564.000000 Penalty: 3935.256836
	Iteration 104Q: 3 clusters Score -1.963956e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 179321 members 
Entering Unmasked Estep 
Score: -19639494.000000 Penalty: 3935.256836
	Iteration 105Q: 3 clusters Score -1.963949e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -19639412.000000 Penalty: 3935.256836
	Iteration 106Q: 3 clusters Score -1.963941e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 179456 members 
Entering Unmasked Estep 
Score: -19639322.000000 Penalty: 3935.256836
	Iteration 107Q: 3 clusters Score -1.963932e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 179507 members 
Entering Unmasked Estep 
Score: -19639270.000000 Penalty: 3935.256836
	Iteration 108Q: 3 clusters Score -1.963927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 179550 members 
Entering Unmasked Estep 
Score: -19639226.000000 Penalty: 3935.256836
	Iteration 109Q: 3 clusters Score -1.963923e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 179585 members 
Entering Unmasked Estep 
Score: -19639178.000000 Penalty: 3935.256836
	Iteration 110Q: 3 clusters Score -1.963918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 179625 members 
Entering Unmasked Estep 
Score: -19639120.000000 Penalty: 3935.256836
	Iteration 111Q: 3 clusters Score -1.963912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -19639092.000000 Penalty: 3935.256836
	Iteration 112Q: 3 clusters Score -1.963909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 179670 members 
Entering Unmasked Estep 
Score: -19639072.000000 Penalty: 3935.256836
	Iteration 113Q: 3 clusters Score -1.963907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 179692 members 
Entering Unmasked Estep 
Score: -19639068.000000 Penalty: 3935.256836
	Iteration 114Q: 3 clusters Score -1.963907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 179711 members 
Entering Unmasked Estep 
Score: -19639024.000000 Penalty: 3935.256836
	Iteration 115Q: 3 clusters Score -1.963902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -19638996.000000 Penalty: 3935.256836
	Iteration 116Q: 3 clusters Score -1.9639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 179747 members 
Entering Unmasked Estep 
Score: -19639002.000000 Penalty: 3935.256836
	Iteration 117Q: 3 clusters Score -1.9639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 179758 members 
Entering Unmasked Estep 
Score: -19638990.000000 Penalty: 3935.256836
	Iteration 118Q: 3 clusters Score -1.963899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 179767 members 
Entering Unmasked Estep 
Score: -19638986.000000 Penalty: 3935.256836
	Iteration 119Q: 3 clusters Score -1.963899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 179779 members 
Entering Unmasked Estep 
Score: -19638958.000000 Penalty: 3935.256836
	Iteration 120F: 3 clusters Score -1.963896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -19638972.000000 Penalty: 3935.256836
	Iteration 121Q: 3 clusters Score -1.963897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 179802 members 
Entering Unmasked Estep 
Score: -19638930.000000 Penalty: 3935.256836
	Iteration 122Q: 3 clusters Score -1.963893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 179814 members 
Entering Unmasked Estep 
Score: -19638964.000000 Penalty: 3935.256836
	Iteration 123Q: 3 clusters Score -1.963896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -19638938.000000 Penalty: 3935.256836
	Iteration 124Q: 3 clusters Score -1.963894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 179840 members 
Entering Unmasked Estep 
Score: -19638894.000000 Penalty: 3935.256836
	Iteration 125Q: 3 clusters Score -1.963889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 179853 members 
Entering Unmasked Estep 
Score: -19638860.000000 Penalty: 3935.256836
	Iteration 126Q: 3 clusters Score -1.963886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -19638842.000000 Penalty: 3935.256836
	Iteration 127Q: 3 clusters Score -1.963884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -19638856.000000 Penalty: 3935.256836
	Iteration 128Q: 3 clusters Score -1.963886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 179890 members 
Entering Unmasked Estep 
Score: -19638844.000000 Penalty: 3935.256836
	Iteration 129Q: 3 clusters Score -1.963884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 179893 members 
Entering Unmasked Estep 
Score: -19638848.000000 Penalty: 3935.256836
	Iteration 130Q: 3 clusters Score -1.963885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 179899 members 
Entering Unmasked Estep 
Score: -19638844.000000 Penalty: 3935.256836
	Iteration 131Q: 3 clusters Score -1.963884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 179906 members 
Entering Unmasked Estep 
Score: -19638822.000000 Penalty: 3935.256836
	Iteration 132Q: 3 clusters Score -1.963882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 179911 members 
Entering Unmasked Estep 
Score: -19638800.000000 Penalty: 3935.256836
	Iteration 133Q: 3 clusters Score -1.96388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -19638796.000000 Penalty: 3935.256836
	Iteration 134Q: 3 clusters Score -1.96388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 179920 members 
Entering Unmasked Estep 
Score: -19638786.000000 Penalty: 3935.256836
	Iteration 135Q: 3 clusters Score -1.963879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 179920 members 
Entering Unmasked Estep 
Score: -19638780.000000 Penalty: 3935.256836
	Iteration 136Q: 3 clusters Score -1.963878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 179923 members 
Entering Unmasked Estep 
Score: -19638778.000000 Penalty: 3935.256836
	Iteration 137Q: 3 clusters Score -1.963878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 179924 members 
Entering Unmasked Estep 
Score: -19638786.000000 Penalty: 3935.256836
	Iteration 138Q: 3 clusters Score -1.963879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 179926 members 
Entering Unmasked Estep 
Score: -19638776.000000 Penalty: 3935.256836
	Iteration 139Q: 3 clusters Score -1.963878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 179928 members 
Entering Unmasked Estep 
Score: -19638780.000000 Penalty: 3935.256836
	Iteration 140F: 3 clusters Score -1.963878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -19638768.000000 Penalty: 3935.256836
	Iteration 141Q: 3 clusters Score -1.963877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 179932 members 
Entering Unmasked Estep 
Score: -19638778.000000 Penalty: 3935.256836
	Iteration 142Q: 3 clusters Score -1.963878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -19638776.000000 Penalty: 3935.256836
	Iteration 143Q: 3 clusters Score -1.963878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 179938 members 
Entering Unmasked Estep 
Score: -19638772.000000 Penalty: 3935.256836
	Iteration 144Q: 3 clusters Score -1.963877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 179939 members 
Entering Unmasked Estep 
Score: -19638768.000000 Penalty: 3935.256836
	Iteration 145Q: 3 clusters Score -1.963877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 179941 members 
Entering Unmasked Estep 
Score: -19638774.000000 Penalty: 3935.256836
	Iteration 146Q: 3 clusters Score -1.963877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 179942 members 
Entering Unmasked Estep 
Score: -19638778.000000 Penalty: 3935.256836
	Iteration 147Q: 3 clusters Score -1.963878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 179943 members 
Entering Unmasked Estep 
Score: -19638770.000000 Penalty: 3935.256836
	Iteration 148Q: 3 clusters Score -1.963877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 179943 members 
Entering Unmasked Estep 
Score: -19638770.000000 Penalty: 3935.256836
	Iteration 149F: 3 clusters Score -1.963877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 89940 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104514 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 14012 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 172939 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 13768 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 179943 members 
Entering Unmasked Estep 
Score: -101024512.000000 Penalty: 87385.984375
Splitting cluster 7 changes total score from -101023664.000000 to -101024512.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -959560.812500 Penalty: 1487.332764
	Iteration 0F: 2 clusters Score -959560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -952752.687500 Penalty: 2974.665527
	Iteration 0F: 3 clusters Score -952752.7 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -954984.125000 Penalty: 2974.665527
	Iteration 1F: 3 clusters Score -954984.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -955323.562500 Penalty: 2974.665527
	Iteration 2F: 3 clusters Score -955323.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -955784.250000 Penalty: 2974.665527
	Iteration 3F: 3 clusters Score -955784.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -956308.062500 Penalty: 2974.665527
	Iteration 4F: 3 clusters Score -956308.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -956776.250000 Penalty: 2974.665527
	Iteration 5F: 3 clusters Score -956776.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -957190.812500 Penalty: 2974.665527
	Iteration 6F: 3 clusters Score -957190.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -957576.187500 Penalty: 2974.665527
	Iteration 7F: 3 clusters Score -957576.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -957911.812500 Penalty: 2974.665527
	Iteration 8F: 3 clusters Score -957911.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -958187.437500 Penalty: 2974.665527
	Iteration 9Q: 3 clusters Score -958187.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -958366.437500 Penalty: 2974.665527
	Iteration 10Q: 3 clusters Score -958366.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -958499.312500 Penalty: 2974.665527
	Iteration 11Q: 3 clusters Score -958499.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -958581.625000 Penalty: 2974.665527
	Iteration 12Q: 3 clusters Score -958581.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -958645.062500 Penalty: 2974.665527
	Iteration 13Q: 3 clusters Score -958645.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -958703.000000 Penalty: 2974.665527
	Iteration 14Q: 3 clusters Score -958703 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -958773.250000 Penalty: 2974.665527
	Iteration 15Q: 3 clusters Score -958773.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -958855.375000 Penalty: 2974.665527
	Iteration 16Q: 3 clusters Score -958855.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -958920.000000 Penalty: 2974.665527
	Iteration 17Q: 3 clusters Score -958920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -958981.562500 Penalty: 2974.665527
	Iteration 18Q: 3 clusters Score -958981.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -959026.187500 Penalty: 2974.665527
	Iteration 19Q: 3 clusters Score -959026.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -959063.250000 Penalty: 2974.665527
	Iteration 20F: 3 clusters Score -959063.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -959108.000000 Penalty: 2974.665527
	Iteration 21Q: 3 clusters Score -959108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -959154.437500 Penalty: 2974.665527
	Iteration 22Q: 3 clusters Score -959154.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -959188.250000 Penalty: 2974.665527
	Iteration 23Q: 3 clusters Score -959188.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -959221.562500 Penalty: 2974.665527
	Iteration 24Q: 3 clusters Score -959221.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -959250.312500 Penalty: 2974.665527
	Iteration 25Q: 3 clusters Score -959250.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -959277.500000 Penalty: 2974.665527
	Iteration 26Q: 3 clusters Score -959277.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -959299.625000 Penalty: 2974.665527
	Iteration 27Q: 3 clusters Score -959299.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -959315.687500 Penalty: 2974.665527
	Iteration 28Q: 3 clusters Score -959315.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -959337.375000 Penalty: 2974.665527
	Iteration 29Q: 3 clusters Score -959337.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -959355.125000 Penalty: 2974.665527
	Iteration 30Q: 3 clusters Score -959355.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -959367.375000 Penalty: 2974.665527
	Iteration 31Q: 3 clusters Score -959367.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -959387.062500 Penalty: 2974.665527
	Iteration 32Q: 3 clusters Score -959387.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -959401.937500 Penalty: 2974.665527
	Iteration 33Q: 3 clusters Score -959401.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -959416.000000 Penalty: 2974.665527
	Iteration 34Q: 3 clusters Score -959416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -959427.500000 Penalty: 2974.665527
	Iteration 35Q: 3 clusters Score -959427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -959433.000000 Penalty: 2974.665527
	Iteration 36Q: 3 clusters Score -959433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -959436.750000 Penalty: 2974.665527
	Iteration 37Q: 3 clusters Score -959436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -959436.312500 Penalty: 2974.665527
	Iteration 38Q: 3 clusters Score -959436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -959437.500000 Penalty: 2974.665527
	Iteration 39Q: 3 clusters Score -959437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -959439.187500 Penalty: 2974.665527
	Iteration 40F: 3 clusters Score -959439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -959438.562500 Penalty: 2974.665527
	Iteration 41Q: 3 clusters Score -959438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -959441.062500 Penalty: 2974.665527
	Iteration 42Q: 3 clusters Score -959441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -959441.000000 Penalty: 2974.665527
	Iteration 43Q: 3 clusters Score -959441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -959442.375000 Penalty: 2974.665527
	Iteration 44Q: 3 clusters Score -959442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -959442.812500 Penalty: 2974.665527
	Iteration 45Q: 3 clusters Score -959442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -959442.812500 Penalty: 2974.665527
	Iteration 46F: 3 clusters Score -959442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -137161.734375 Penalty: 1180.063110
	Iteration 0F: 2 clusters Score -137161.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -135433.734375 Penalty: 2360.126221
	Iteration 0F: 3 clusters Score -135433.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135766.375000 Penalty: 2360.126221
	Iteration 1F: 3 clusters Score -135766.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135858.718750 Penalty: 2360.126221
	Iteration 2F: 3 clusters Score -135858.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135905.796875 Penalty: 2360.126221
	Iteration 3Q: 3 clusters Score -135905.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135940.781250 Penalty: 2360.126221
	Iteration 4Q: 3 clusters Score -135940.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135976.046875 Penalty: 2360.126221
	Iteration 5Q: 3 clusters Score -135976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -136011.000000 Penalty: 2360.126221
	Iteration 6Q: 3 clusters Score -136011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -136025.984375 Penalty: 2360.126221
	Iteration 7Q: 3 clusters Score -136026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136037.359375 Penalty: 2360.126221
	Iteration 8Q: 3 clusters Score -136037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136048.734375 Penalty: 2360.126221
	Iteration 9Q: 3 clusters Score -136048.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136065.718750 Penalty: 2360.126221
	Iteration 10Q: 3 clusters Score -136065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136077.218750 Penalty: 2360.126221
	Iteration 11Q: 3 clusters Score -136077.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136086.968750 Penalty: 2360.126221
	Iteration 12Q: 3 clusters Score -136087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136092.265625 Penalty: 2360.126221
	Iteration 13Q: 3 clusters Score -136092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136095.687500 Penalty: 2360.126221
	Iteration 14Q: 3 clusters Score -136095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136101.468750 Penalty: 2360.126221
	Iteration 15Q: 3 clusters Score -136101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136104.203125 Penalty: 2360.126221
	Iteration 16Q: 3 clusters Score -136104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -136105.953125 Penalty: 2360.126221
	Iteration 17Q: 3 clusters Score -136106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136106.265625 Penalty: 2360.126221
	Iteration 18Q: 3 clusters Score -136106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136107.343750 Penalty: 2360.126221
	Iteration 19Q: 3 clusters Score -136107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136107.734375 Penalty: 2360.126221
	Iteration 20F: 3 clusters Score -136107.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Entering Unmasked Estep 
Score: -5399287.000000 Penalty: 1764.799683
	Iteration 0F: 2 clusters Score -5399287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5364440.500000 Penalty: 3529.599365
	Iteration 0F: 3 clusters Score -5364440 nChanged 24326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -5378447.500000 Penalty: 3529.599365
	Iteration 1F: 3 clusters Score -5378448 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -5379139.500000 Penalty: 3529.599365
	Iteration 2Q: 3 clusters Score -5379140 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5380077.000000 Penalty: 3529.599365
	Iteration 3Q: 3 clusters Score -5380077 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -5381141.500000 Penalty: 3529.599365
	Iteration 4F: 3 clusters Score -5381142 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5382494.500000 Penalty: 3529.599365
	Iteration 5F: 3 clusters Score -5382494 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5383976.500000 Penalty: 3529.599365
	Iteration 6F: 3 clusters Score -5383976 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -5385751.500000 Penalty: 3529.599365
	Iteration 7F: 3 clusters Score -5385752 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -5387615.500000 Penalty: 3529.599365
	Iteration 8F: 3 clusters Score -5387616 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -5389216.000000 Penalty: 3529.599365
	Iteration 9F: 3 clusters Score -5389216 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -5390174.000000 Penalty: 3529.599365
	Iteration 10Q: 3 clusters Score -5390174 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -5390742.000000 Penalty: 3529.599365
	Iteration 11Q: 3 clusters Score -5390742 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5391075.500000 Penalty: 3529.599365
	Iteration 12Q: 3 clusters Score -5391076 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5391295.000000 Penalty: 3529.599365
	Iteration 13Q: 3 clusters Score -5391295 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5391455.500000 Penalty: 3529.599365
	Iteration 14Q: 3 clusters Score -5391456 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -5391580.500000 Penalty: 3529.599365
	Iteration 15Q: 3 clusters Score -5391580 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5391688.000000 Penalty: 3529.599365
	Iteration 16Q: 3 clusters Score -5391688 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5391743.000000 Penalty: 3529.599365
	Iteration 17Q: 3 clusters Score -5391743 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -5391867.000000 Penalty: 3529.599365
	Iteration 18Q: 3 clusters Score -5391867 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -5391914.500000 Penalty: 3529.599365
	Iteration 19Q: 3 clusters Score -5391914 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -5391995.000000 Penalty: 3529.599365
	Iteration 20F: 3 clusters Score -5391995 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5392056.500000 Penalty: 3529.599365
	Iteration 21Q: 3 clusters Score -5392056 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -5392141.000000 Penalty: 3529.599365
	Iteration 22Q: 3 clusters Score -5392141 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5392176.500000 Penalty: 3529.599365
	Iteration 23Q: 3 clusters Score -5392176 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5392251.500000 Penalty: 3529.599365
	Iteration 24Q: 3 clusters Score -5392252 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5392294.000000 Penalty: 3529.599365
	Iteration 25Q: 3 clusters Score -5392294 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5392365.500000 Penalty: 3529.599365
	Iteration 26Q: 3 clusters Score -5392366 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -5392459.000000 Penalty: 3529.599365
	Iteration 27Q: 3 clusters Score -5392459 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -5392509.500000 Penalty: 3529.599365
	Iteration 28Q: 3 clusters Score -5392510 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5392584.000000 Penalty: 3529.599365
	Iteration 29Q: 3 clusters Score -5392584 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -5392642.500000 Penalty: 3529.599365
	Iteration 30Q: 3 clusters Score -5392642 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5392719.000000 Penalty: 3529.599365
	Iteration 31Q: 3 clusters Score -5392719 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5392859.500000 Penalty: 3529.599365
	Iteration 32Q: 3 clusters Score -5392860 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -5392947.000000 Penalty: 3529.599365
	Iteration 33Q: 3 clusters Score -5392947 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5393068.000000 Penalty: 3529.599365
	Iteration 34Q: 3 clusters Score -5393068 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5393218.000000 Penalty: 3529.599365
	Iteration 35Q: 3 clusters Score -5393218 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -5393376.000000 Penalty: 3529.599365
	Iteration 36Q: 3 clusters Score -5393376 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5393564.500000 Penalty: 3529.599365
	Iteration 37Q: 3 clusters Score -5393564 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -5393744.500000 Penalty: 3529.599365
	Iteration 38Q: 3 clusters Score -5393744 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -5393881.500000 Penalty: 3529.599365
	Iteration 39Q: 3 clusters Score -5393882 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5394048.500000 Penalty: 3529.599365
	Iteration 40F: 3 clusters Score -5394048 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5394233.000000 Penalty: 3529.599365
	Iteration 41Q: 3 clusters Score -5394233 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -5394478.000000 Penalty: 3529.599365
	Iteration 42Q: 3 clusters Score -5394478 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -5394675.500000 Penalty: 3529.599365
	Iteration 43Q: 3 clusters Score -5394676 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5394903.500000 Penalty: 3529.599365
	Iteration 44Q: 3 clusters Score -5394904 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -5395099.000000 Penalty: 3529.599365
	Iteration 45Q: 3 clusters Score -5395099 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5395328.000000 Penalty: 3529.599365
	Iteration 46Q: 3 clusters Score -5395328 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -5395533.000000 Penalty: 3529.599365
	Iteration 47Q: 3 clusters Score -5395533 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5395814.000000 Penalty: 3529.599365
	Iteration 48Q: 3 clusters Score -5395814 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5396077.000000 Penalty: 3529.599365
	Iteration 49Q: 3 clusters Score -5396077 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5396313.500000 Penalty: 3529.599365
	Iteration 50Q: 3 clusters Score -5396314 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5396540.000000 Penalty: 3529.599365
	Iteration 51Q: 3 clusters Score -5396540 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5396737.500000 Penalty: 3529.599365
	Iteration 52Q: 3 clusters Score -5396738 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5396949.000000 Penalty: 3529.599365
	Iteration 53Q: 3 clusters Score -5396949 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5397127.000000 Penalty: 3529.599365
	Iteration 54Q: 3 clusters Score -5397127 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5397259.500000 Penalty: 3529.599365
	Iteration 55Q: 3 clusters Score -5397260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5397341.500000 Penalty: 3529.599365
	Iteration 56Q: 3 clusters Score -5397342 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5397444.000000 Penalty: 3529.599365
	Iteration 57Q: 3 clusters Score -5397444 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5397522.000000 Penalty: 3529.599365
	Iteration 58Q: 3 clusters Score -5397522 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5397582.500000 Penalty: 3529.599365
	Iteration 59Q: 3 clusters Score -5397582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5397623.500000 Penalty: 3529.599365
	Iteration 60F: 3 clusters Score -5397624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5397655.000000 Penalty: 3529.599365
	Iteration 61Q: 3 clusters Score -5397655 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5397710.500000 Penalty: 3529.599365
	Iteration 62Q: 3 clusters Score -5397710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5397728.000000 Penalty: 3529.599365
	Iteration 63Q: 3 clusters Score -5397728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5397756.000000 Penalty: 3529.599365
	Iteration 64Q: 3 clusters Score -5397756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5397760.000000 Penalty: 3529.599365
	Iteration 65Q: 3 clusters Score -5397760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5397776.000000 Penalty: 3529.599365
	Iteration 66Q: 3 clusters Score -5397776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5397785.000000 Penalty: 3529.599365
	Iteration 67Q: 3 clusters Score -5397785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5397798.500000 Penalty: 3529.599365
	Iteration 68Q: 3 clusters Score -5397798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5397822.500000 Penalty: 3529.599365
	Iteration 69Q: 3 clusters Score -5397822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5397840.000000 Penalty: 3529.599365
	Iteration 70Q: 3 clusters Score -5397840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5397842.000000 Penalty: 3529.599365
	Iteration 71Q: 3 clusters Score -5397842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5397848.500000 Penalty: 3529.599365
	Iteration 72Q: 3 clusters Score -5397848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5397851.500000 Penalty: 3529.599365
	Iteration 73Q: 3 clusters Score -5397852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5397860.500000 Penalty: 3529.599365
	Iteration 74Q: 3 clusters Score -5397860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5397856.500000 Penalty: 3529.599365
	Iteration 75Q: 3 clusters Score -5397856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5397859.000000 Penalty: 3529.599365
	Iteration 76Q: 3 clusters Score -5397859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5397869.500000 Penalty: 3529.599365
	Iteration 77Q: 3 clusters Score -5397870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5397864.500000 Penalty: 3529.599365
	Iteration 78Q: 3 clusters Score -5397864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5397868.500000 Penalty: 3529.599365
	Iteration 79Q: 3 clusters Score -5397868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5397867.500000 Penalty: 3529.599365
	Iteration 80F: 3 clusters Score -5397868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5397873.500000 Penalty: 3529.599365
	Iteration 81Q: 3 clusters Score -5397874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5397873.500000 Penalty: 3529.599365
	Iteration 82Q: 3 clusters Score -5397874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5397873.500000 Penalty: 3529.599365
	Iteration 83Q: 3 clusters Score -5397874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5397875.500000 Penalty: 3529.599365
	Iteration 84Q: 3 clusters Score -5397876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5397876.000000 Penalty: 3529.599365
	Iteration 85Q: 3 clusters Score -5397876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5397876.500000 Penalty: 3529.599365
	Iteration 86Q: 3 clusters Score -5397876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5397878.000000 Penalty: 3529.599365
	Iteration 87Q: 3 clusters Score -5397878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5397882.000000 Penalty: 3529.599365
	Iteration 88Q: 3 clusters Score -5397882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5397888.000000 Penalty: 3529.599365
	Iteration 89Q: 3 clusters Score -5397888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5397885.500000 Penalty: 3529.599365
	Iteration 90Q: 3 clusters Score -5397886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5397885.000000 Penalty: 3529.599365
	Iteration 91Q: 3 clusters Score -5397885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5397885.000000 Penalty: 3529.599365
	Iteration 92F: 3 clusters Score -5397885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Entering Unmasked Estep 
Score: -831212.937500 Penalty: 1463.537842
	Iteration 0F: 2 clusters Score -831212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -825212.687500 Penalty: 2927.075684
	Iteration 0F: 3 clusters Score -825212.7 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -827175.562500 Penalty: 2927.075684
	Iteration 1F: 3 clusters Score -827175.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -827515.812500 Penalty: 2927.075684
	Iteration 2F: 3 clusters Score -827515.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -827848.312500 Penalty: 2927.075684
	Iteration 3F: 3 clusters Score -827848.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -828143.562500 Penalty: 2927.075684
	Iteration 4F: 3 clusters Score -828143.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -828426.625000 Penalty: 2927.075684
	Iteration 5F: 3 clusters Score -828426.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -828735.500000 Penalty: 2927.075684
	Iteration 6F: 3 clusters Score -828735.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -829005.000000 Penalty: 2927.075684
	Iteration 7Q: 3 clusters Score -829005 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -829260.000000 Penalty: 2927.075684
	Iteration 8Q: 3 clusters Score -829260 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -829499.312500 Penalty: 2927.075684
	Iteration 9Q: 3 clusters Score -829499.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -829672.875000 Penalty: 2927.075684
	Iteration 10Q: 3 clusters Score -829672.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -829811.875000 Penalty: 2927.075684
	Iteration 11Q: 3 clusters Score -829811.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -829934.875000 Penalty: 2927.075684
	Iteration 12Q: 3 clusters Score -829934.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -830043.187500 Penalty: 2927.075684
	Iteration 13Q: 3 clusters Score -830043.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -830156.250000 Penalty: 2927.075684
	Iteration 14Q: 3 clusters Score -830156.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -830247.125000 Penalty: 2927.075684
	Iteration 15Q: 3 clusters Score -830247.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -830357.437500 Penalty: 2927.075684
	Iteration 16Q: 3 clusters Score -830357.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -830414.250000 Penalty: 2927.075684
	Iteration 17Q: 3 clusters Score -830414.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -830449.500000 Penalty: 2927.075684
	Iteration 18Q: 3 clusters Score -830449.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -830476.500000 Penalty: 2927.075684
	Iteration 19Q: 3 clusters Score -830476.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -830488.500000 Penalty: 2927.075684
	Iteration 20F: 3 clusters Score -830488.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -830500.562500 Penalty: 2927.075684
	Iteration 21Q: 3 clusters Score -830500.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -830510.875000 Penalty: 2927.075684
	Iteration 22Q: 3 clusters Score -830510.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -830520.750000 Penalty: 2927.075684
	Iteration 23Q: 3 clusters Score -830520.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -830531.125000 Penalty: 2927.075684
	Iteration 24Q: 3 clusters Score -830531.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -830541.750000 Penalty: 2927.075684
	Iteration 25Q: 3 clusters Score -830541.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -830549.125000 Penalty: 2927.075684
	Iteration 26Q: 3 clusters Score -830549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -830550.375000 Penalty: 2927.075684
	Iteration 27Q: 3 clusters Score -830550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -830552.062500 Penalty: 2927.075684
	Iteration 28Q: 3 clusters Score -830552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -830553.062500 Penalty: 2927.075684
	Iteration 29Q: 3 clusters Score -830553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -830560.750000 Penalty: 2927.075684
	Iteration 30Q: 3 clusters Score -830560.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -830567.750000 Penalty: 2927.075684
	Iteration 31Q: 3 clusters Score -830567.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -830573.062500 Penalty: 2927.075684
	Iteration 32Q: 3 clusters Score -830573.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -830575.687500 Penalty: 2927.075684
	Iteration 33Q: 3 clusters Score -830575.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -830577.125000 Penalty: 2927.075684
	Iteration 34Q: 3 clusters Score -830577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -830580.375000 Penalty: 2927.075684
	Iteration 35Q: 3 clusters Score -830580.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -830580.375000 Penalty: 2927.075684
	Iteration 36F: 3 clusters Score -830580.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (89940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Entering Unmasked Estep 
Score: -9778772.000000 Penalty: 1853.620972
	Iteration 0F: 2 clusters Score -9778772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -9718490.000000 Penalty: 3707.241943
	Iteration 0F: 3 clusters Score -9718490 nChanged 43128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -9743270.000000 Penalty: 3707.241943
	Iteration 1F: 3 clusters Score -9743270 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -9743698.000000 Penalty: 3707.241943
	Iteration 2Q: 3 clusters Score -9743698 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -9744248.000000 Penalty: 3707.241943
	Iteration 3Q: 3 clusters Score -9744248 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -9744942.000000 Penalty: 3707.241943
	Iteration 4Q: 3 clusters Score -9744942 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -9746142.000000 Penalty: 3707.241943
	Iteration 5Q: 3 clusters Score -9746142 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -9748123.000000 Penalty: 3707.241943
	Iteration 6Q: 3 clusters Score -9748123 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -9751485.000000 Penalty: 3707.241943
	Iteration 7F: 3 clusters Score -9751485 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -9756714.000000 Penalty: 3707.241943
	Iteration 8F: 3 clusters Score -9756714 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -9763338.000000 Penalty: 3707.241943
	Iteration 9F: 3 clusters Score -9763338 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -9768971.000000 Penalty: 3707.241943
	Iteration 10F: 3 clusters Score -9768971 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -9772839.000000 Penalty: 3707.241943
	Iteration 11Q: 3 clusters Score -9772839 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -9774889.000000 Penalty: 3707.241943
	Iteration 12Q: 3 clusters Score -9774889 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9775845.000000 Penalty: 3707.241943
	Iteration 13Q: 3 clusters Score -9775845 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9776354.000000 Penalty: 3707.241943
	Iteration 14Q: 3 clusters Score -9776354 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9776667.000000 Penalty: 3707.241943
	Iteration 15Q: 3 clusters Score -9776667 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9776851.000000 Penalty: 3707.241943
	Iteration 16Q: 3 clusters Score -9776851 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9776972.000000 Penalty: 3707.241943
	Iteration 17Q: 3 clusters Score -9776972 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9777074.000000 Penalty: 3707.241943
	Iteration 18Q: 3 clusters Score -9777074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9777100.000000 Penalty: 3707.241943
	Iteration 19Q: 3 clusters Score -9777100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9777146.000000 Penalty: 3707.241943
	Iteration 20F: 3 clusters Score -9777146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9777166.000000 Penalty: 3707.241943
	Iteration 21Q: 3 clusters Score -9777166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9777170.000000 Penalty: 3707.241943
	Iteration 22Q: 3 clusters Score -9777170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9777201.000000 Penalty: 3707.241943
	Iteration 23Q: 3 clusters Score -9777201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9777208.000000 Penalty: 3707.241943
	Iteration 24Q: 3 clusters Score -9777208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9777207.000000 Penalty: 3707.241943
	Iteration 25Q: 3 clusters Score -9777207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9777210.000000 Penalty: 3707.241943
	Iteration 26Q: 3 clusters Score -9777210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9777222.000000 Penalty: 3707.241943
	Iteration 27Q: 3 clusters Score -9777222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9777209.000000 Penalty: 3707.241943
	Iteration 28Q: 3 clusters Score -9777209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9777214.000000 Penalty: 3707.241943
	Iteration 29Q: 3 clusters Score -9777214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9777221.000000 Penalty: 3707.241943
	Iteration 30Q: 3 clusters Score -9777221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9777225.000000 Penalty: 3707.241943
	Iteration 31Q: 3 clusters Score -9777225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9777221.000000 Penalty: 3707.241943
	Iteration 32Q: 3 clusters Score -9777221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9777225.000000 Penalty: 3707.241943
	Iteration 33Q: 3 clusters Score -9777225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9777231.000000 Penalty: 3707.241943
	Iteration 34Q: 3 clusters Score -9777231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9777230.000000 Penalty: 3707.241943
	Iteration 35Q: 3 clusters Score -9777230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9777230.000000 Penalty: 3707.241943
	Iteration 36Q: 3 clusters Score -9777230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9777229.000000 Penalty: 3707.241943
	Iteration 37Q: 3 clusters Score -9777229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9777235.000000 Penalty: 3707.241943
	Iteration 38Q: 3 clusters Score -9777235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9777231.000000 Penalty: 3707.241943
	Iteration 39Q: 3 clusters Score -9777231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9777231.000000 Penalty: 3707.241943
	Iteration 40F: 3 clusters Score -9777231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Entering Unmasked Estep 
Score: -1397150.000000 Penalty: 1547.516479
	Iteration 0F: 2 clusters Score -1397150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1387733.625000 Penalty: 3095.032959
	Iteration 0F: 3 clusters Score -1387734 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1390895.500000 Penalty: 3095.032959
	Iteration 1F: 3 clusters Score -1390896 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1391328.000000 Penalty: 3095.032959
	Iteration 2F: 3 clusters Score -1391328 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1391781.750000 Penalty: 3095.032959
	Iteration 3F: 3 clusters Score -1391782 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1392270.750000 Penalty: 3095.032959
	Iteration 4F: 3 clusters Score -1392271 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1392708.000000 Penalty: 3095.032959
	Iteration 5F: 3 clusters Score -1392708 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1393081.625000 Penalty: 3095.032959
	Iteration 6F: 3 clusters Score -1393082 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1393400.625000 Penalty: 3095.032959
	Iteration 7Q: 3 clusters Score -1393401 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1393643.500000 Penalty: 3095.032959
	Iteration 8Q: 3 clusters Score -1393644 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1393818.750000 Penalty: 3095.032959
	Iteration 9Q: 3 clusters Score -1393819 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1394004.500000 Penalty: 3095.032959
	Iteration 10Q: 3 clusters Score -1394004 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1394176.250000 Penalty: 3095.032959
	Iteration 11Q: 3 clusters Score -1394176 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1394357.125000 Penalty: 3095.032959
	Iteration 12Q: 3 clusters Score -1394357 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1394551.625000 Penalty: 3095.032959
	Iteration 13Q: 3 clusters Score -1394552 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1394769.250000 Penalty: 3095.032959
	Iteration 14Q: 3 clusters Score -1394769 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1394981.000000 Penalty: 3095.032959
	Iteration 15Q: 3 clusters Score -1394981 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1395197.750000 Penalty: 3095.032959
	Iteration 16Q: 3 clusters Score -1395198 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1395398.375000 Penalty: 3095.032959
	Iteration 17Q: 3 clusters Score -1395398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1395628.125000 Penalty: 3095.032959
	Iteration 18Q: 3 clusters Score -1395628 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1395787.750000 Penalty: 3095.032959
	Iteration 19Q: 3 clusters Score -1395788 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1395886.375000 Penalty: 3095.032959
	Iteration 20F: 3 clusters Score -1395886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1395937.125000 Penalty: 3095.032959
	Iteration 21Q: 3 clusters Score -1395937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1395968.375000 Penalty: 3095.032959
	Iteration 22Q: 3 clusters Score -1395968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1395985.625000 Penalty: 3095.032959
	Iteration 23Q: 3 clusters Score -1395986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1395996.250000 Penalty: 3095.032959
	Iteration 24Q: 3 clusters Score -1395996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1396011.750000 Penalty: 3095.032959
	Iteration 25Q: 3 clusters Score -1396012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1396023.625000 Penalty: 3095.032959
	Iteration 26Q: 3 clusters Score -1396024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1396032.500000 Penalty: 3095.032959
	Iteration 27Q: 3 clusters Score -1396032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1396039.625000 Penalty: 3095.032959
	Iteration 28Q: 3 clusters Score -1396040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1396048.625000 Penalty: 3095.032959
	Iteration 29Q: 3 clusters Score -1396049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1396050.125000 Penalty: 3095.032959
	Iteration 30Q: 3 clusters Score -1396050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1396051.125000 Penalty: 3095.032959
	Iteration 31Q: 3 clusters Score -1396051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1396050.750000 Penalty: 3095.032959
	Iteration 32Q: 3 clusters Score -1396051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1396055.000000 Penalty: 3095.032959
	Iteration 33Q: 3 clusters Score -1396055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1396058.875000 Penalty: 3095.032959
	Iteration 34Q: 3 clusters Score -1396059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1396062.250000 Penalty: 3095.032959
	Iteration 35Q: 3 clusters Score -1396062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1396065.750000 Penalty: 3095.032959
	Iteration 36Q: 3 clusters Score -1396066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1396075.500000 Penalty: 3095.032959
	Iteration 37Q: 3 clusters Score -1396076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1396075.625000 Penalty: 3095.032959
	Iteration 38Q: 3 clusters Score -1396076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1396080.250000 Penalty: 3095.032959
	Iteration 39Q: 3 clusters Score -1396080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1396083.375000 Penalty: 3095.032959
	Iteration 40F: 3 clusters Score -1396083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1396085.375000 Penalty: 3095.032959
	Iteration 41Q: 3 clusters Score -1396085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1396090.500000 Penalty: 3095.032959
	Iteration 42Q: 3 clusters Score -1396090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1396091.125000 Penalty: 3095.032959
	Iteration 43Q: 3 clusters Score -1396091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1396091.125000 Penalty: 3095.032959
	Iteration 44F: 3 clusters Score -1396091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -264999.718750 Penalty: 1273.666626
	Iteration 0F: 2 clusters Score -264999.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -262537.937500 Penalty: 2547.333252
	Iteration 0F: 3 clusters Score -262537.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263153.718750 Penalty: 2547.333252
	Iteration 1F: 3 clusters Score -263153.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -263329.281250 Penalty: 2547.333252
	Iteration 2F: 3 clusters Score -263329.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -263430.000000 Penalty: 2547.333252
	Iteration 3F: 3 clusters Score -263430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -263515.750000 Penalty: 2547.333252
	Iteration 4Q: 3 clusters Score -263515.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -263581.968750 Penalty: 2547.333252
	Iteration 5Q: 3 clusters Score -263582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263635.187500 Penalty: 2547.333252
	Iteration 6Q: 3 clusters Score -263635.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263676.250000 Penalty: 2547.333252
	Iteration 7Q: 3 clusters Score -263676.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263709.218750 Penalty: 2547.333252
	Iteration 8Q: 3 clusters Score -263709.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -263737.281250 Penalty: 2547.333252
	Iteration 9Q: 3 clusters Score -263737.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -263771.218750 Penalty: 2547.333252
	Iteration 10Q: 3 clusters Score -263771.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -263794.687500 Penalty: 2547.333252
	Iteration 11Q: 3 clusters Score -263794.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -263809.406250 Penalty: 2547.333252
	Iteration 12Q: 3 clusters Score -263809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -263821.031250 Penalty: 2547.333252
	Iteration 13Q: 3 clusters Score -263821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263830.468750 Penalty: 2547.333252
	Iteration 14Q: 3 clusters Score -263830.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -263839.500000 Penalty: 2547.333252
	Iteration 15Q: 3 clusters Score -263839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -263845.000000 Penalty: 2547.333252
	Iteration 16Q: 3 clusters Score -263845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -263848.718750 Penalty: 2547.333252
	Iteration 17Q: 3 clusters Score -263848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -263852.093750 Penalty: 2547.333252
	Iteration 18Q: 3 clusters Score -263852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -263855.687500 Penalty: 2547.333252
	Iteration 19Q: 3 clusters Score -263855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -263861.218750 Penalty: 2547.333252
	Iteration 20F: 3 clusters Score -263861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263866.312500 Penalty: 2547.333252
	Iteration 21Q: 3 clusters Score -263866.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -263871.531250 Penalty: 2547.333252
	Iteration 22Q: 3 clusters Score -263871.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263880.531250 Penalty: 2547.333252
	Iteration 23Q: 3 clusters Score -263880.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -263888.437500 Penalty: 2547.333252
	Iteration 24Q: 3 clusters Score -263888.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263899.500000 Penalty: 2547.333252
	Iteration 25Q: 3 clusters Score -263899.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263907.125000 Penalty: 2547.333252
	Iteration 26Q: 3 clusters Score -263907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -263912.500000 Penalty: 2547.333252
	Iteration 27Q: 3 clusters Score -263912.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -263917.812500 Penalty: 2547.333252
	Iteration 28Q: 3 clusters Score -263917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -263924.812500 Penalty: 2547.333252
	Iteration 29Q: 3 clusters Score -263924.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -263936.437500 Penalty: 2547.333252
	Iteration 30Q: 3 clusters Score -263936.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -263964.031250 Penalty: 2547.333252
	Iteration 31Q: 3 clusters Score -263964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -264017.500000 Penalty: 2547.333252
	Iteration 32Q: 3 clusters Score -264017.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -264126.750000 Penalty: 2547.333252
	Iteration 33Q: 3 clusters Score -264126.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -264257.312500 Penalty: 2547.333252
	Iteration 34Q: 3 clusters Score -264257.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -264375.687500 Penalty: 2547.333252
	Iteration 35Q: 3 clusters Score -264375.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -264401.625000 Penalty: 2547.333252
	Iteration 36Q: 3 clusters Score -264401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -264405.312500 Penalty: 2547.333252
	Iteration 37Q: 3 clusters Score -264405.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -264408.250000 Penalty: 2547.333252
	Iteration 38Q: 3 clusters Score -264408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -264411.437500 Penalty: 2547.333252
	Iteration 39Q: 3 clusters Score -264411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -264413.437500 Penalty: 2547.333252
	Iteration 40F: 3 clusters Score -264413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -264413.812500 Penalty: 2547.333252
	Iteration 41Q: 3 clusters Score -264413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -264413.812500 Penalty: 2547.333252
	Iteration 42F: 3 clusters Score -264413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -33791.042969 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -33791.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33091.695312 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -33091.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33761.730469 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -33761.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34192.355469 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -34192.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -34357.132812 Penalty: 1998.252319
	Iteration 3Q: 3 clusters Score -34357.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -34450.992188 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -34450.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -34526.867188 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -34526.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34567.328125 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -34567.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34600.289062 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -34600.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34621.886719 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -34621.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34655.699219 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -34655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34673.035156 Penalty: 1998.252319
	Iteration 10Q: 3 clusters Score -34673.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34711.339844 Penalty: 1998.252319
	Iteration 11Q: 3 clusters Score -34711.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34748.203125 Penalty: 1998.252319
	Iteration 12Q: 3 clusters Score -34748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34803.335938 Penalty: 1998.252319
	Iteration 13Q: 3 clusters Score -34803.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34880.710938 Penalty: 1998.252319
	Iteration 14Q: 3 clusters Score -34880.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34975.457031 Penalty: 1998.252319
	Iteration 15Q: 3 clusters Score -34975.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35012.246094 Penalty: 1998.252319
	Iteration 16Q: 3 clusters Score -35012.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35034.460938 Penalty: 1998.252319
	Iteration 17Q: 3 clusters Score -35034.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35045.605469 Penalty: 1998.252319
	Iteration 18Q: 3 clusters Score -35045.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35051.457031 Penalty: 1998.252319
	Iteration 19Q: 3 clusters Score -35051.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35051.457031 Penalty: 1998.252319
	Iteration 20F: 3 clusters Score -35051.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 89940 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104514 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 14012 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 172939 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 13768 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 179943 members 
Mstep: Class 40 contains 241 members 
Entering Unmasked Estep 
Score: -101024672.000000 Penalty: 89626.648438
Splitting cluster 15 changes total score from -101023664.000000 to -101024672.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -723728.750000 Penalty: 1436.782349
	Iteration 0F: 2 clusters Score -723728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -718489.187500 Penalty: 2873.564697
	Iteration 0F: 3 clusters Score -718489.2 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -720028.687500 Penalty: 2873.564697
	Iteration 1F: 3 clusters Score -720028.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -720279.250000 Penalty: 2873.564697
	Iteration 2F: 3 clusters Score -720279.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -720496.500000 Penalty: 2873.564697
	Iteration 3F: 3 clusters Score -720496.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -720719.937500 Penalty: 2873.564697
	Iteration 4F: 3 clusters Score -720719.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -720920.312500 Penalty: 2873.564697
	Iteration 5F: 3 clusters Score -720920.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -721106.187500 Penalty: 2873.564697
	Iteration 6F: 3 clusters Score -721106.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -721294.500000 Penalty: 2873.564697
	Iteration 7Q: 3 clusters Score -721294.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -721500.812500 Penalty: 2873.564697
	Iteration 8Q: 3 clusters Score -721500.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -721727.562500 Penalty: 2873.564697
	Iteration 9Q: 3 clusters Score -721727.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -721940.687500 Penalty: 2873.564697
	Iteration 10Q: 3 clusters Score -721940.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -722117.750000 Penalty: 2873.564697
	Iteration 11Q: 3 clusters Score -722117.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -722277.437500 Penalty: 2873.564697
	Iteration 12Q: 3 clusters Score -722277.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -722416.375000 Penalty: 2873.564697
	Iteration 13Q: 3 clusters Score -722416.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -722515.750000 Penalty: 2873.564697
	Iteration 14Q: 3 clusters Score -722515.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -722604.937500 Penalty: 2873.564697
	Iteration 15Q: 3 clusters Score -722604.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -722666.687500 Penalty: 2873.564697
	Iteration 16Q: 3 clusters Score -722666.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -722697.000000 Penalty: 2873.564697
	Iteration 17Q: 3 clusters Score -722697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -722712.250000 Penalty: 2873.564697
	Iteration 18Q: 3 clusters Score -722712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -722718.312500 Penalty: 2873.564697
	Iteration 19Q: 3 clusters Score -722718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -722722.250000 Penalty: 2873.564697
	Iteration 20F: 3 clusters Score -722722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -722726.750000 Penalty: 2873.564697
	Iteration 21Q: 3 clusters Score -722726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -722729.750000 Penalty: 2873.564697
	Iteration 22Q: 3 clusters Score -722729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -722730.437500 Penalty: 2873.564697
	Iteration 23Q: 3 clusters Score -722730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -722732.437500 Penalty: 2873.564697
	Iteration 24Q: 3 clusters Score -722732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -722736.687500 Penalty: 2873.564697
	Iteration 25Q: 3 clusters Score -722736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -722739.250000 Penalty: 2873.564697
	Iteration 26Q: 3 clusters Score -722739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -722740.937500 Penalty: 2873.564697
	Iteration 27Q: 3 clusters Score -722740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -722741.437500 Penalty: 2873.564697
	Iteration 28Q: 3 clusters Score -722741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -722743.312500 Penalty: 2873.564697
	Iteration 29Q: 3 clusters Score -722743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -722743.312500 Penalty: 2873.564697
	Iteration 30F: 3 clusters Score -722743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -132604.968750 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -132605 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 614 members 
Entering Unmasked Estep 
Score: -130998.335938 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -130998.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131363.343750 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -131363.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131549.140625 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -131549.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131686.765625 Penalty: 2320.904541
	Iteration 3F: 3 clusters Score -131686.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131785.421875 Penalty: 2320.904541
	Iteration 4F: 3 clusters Score -131785.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131861.312500 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -131861.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131899.687500 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -131899.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -131919.093750 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -131919.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -131930.968750 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -131931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131941.812500 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -131941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131955.406250 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -131955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -131965.781250 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -131965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131975.921875 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -131975.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131985.953125 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -131986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131997.125000 Penalty: 2320.904541
	Iteration 14Q: 3 clusters Score -131997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -132002.250000 Penalty: 2320.904541
	Iteration 15Q: 3 clusters Score -132002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -132007.546875 Penalty: 2320.904541
	Iteration 16Q: 3 clusters Score -132007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132015.328125 Penalty: 2320.904541
	Iteration 17Q: 3 clusters Score -132015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132017.703125 Penalty: 2320.904541
	Iteration 18Q: 3 clusters Score -132017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -132020.937500 Penalty: 2320.904541
	Iteration 19Q: 3 clusters Score -132020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -132022.265625 Penalty: 2320.904541
	Iteration 20F: 3 clusters Score -132022.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Entering Unmasked Estep 
Score: -1112259.375000 Penalty: 1518.342651
	Iteration 0F: 2 clusters Score -1112259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1104236.000000 Penalty: 3036.685303
	Iteration 0F: 3 clusters Score -1104236 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1107535.375000 Penalty: 3036.685303
	Iteration 1F: 3 clusters Score -1107535 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1108439.750000 Penalty: 3036.685303
	Iteration 2F: 3 clusters Score -1108440 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1109333.000000 Penalty: 3036.685303
	Iteration 3F: 3 clusters Score -1109333 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1110067.375000 Penalty: 3036.685303
	Iteration 4F: 3 clusters Score -1110067 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1110576.125000 Penalty: 3036.685303
	Iteration 5F: 3 clusters Score -1110576 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1110876.500000 Penalty: 3036.685303
	Iteration 6F: 3 clusters Score -1110876 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1111017.625000 Penalty: 3036.685303
	Iteration 7Q: 3 clusters Score -1111018 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1111083.500000 Penalty: 3036.685303
	Iteration 8Q: 3 clusters Score -1111084 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1111125.625000 Penalty: 3036.685303
	Iteration 9Q: 3 clusters Score -1111126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1111163.000000 Penalty: 3036.685303
	Iteration 10Q: 3 clusters Score -1111163 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1111188.375000 Penalty: 3036.685303
	Iteration 11Q: 3 clusters Score -1111188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1111207.625000 Penalty: 3036.685303
	Iteration 12Q: 3 clusters Score -1111208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1111219.625000 Penalty: 3036.685303
	Iteration 13Q: 3 clusters Score -1111220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1111224.500000 Penalty: 3036.685303
	Iteration 14Q: 3 clusters Score -1111224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1111229.125000 Penalty: 3036.685303
	Iteration 15Q: 3 clusters Score -1111229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1111235.625000 Penalty: 3036.685303
	Iteration 16Q: 3 clusters Score -1111236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1111239.500000 Penalty: 3036.685303
	Iteration 17Q: 3 clusters Score -1111240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1111240.375000 Penalty: 3036.685303
	Iteration 18Q: 3 clusters Score -1111240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1111243.750000 Penalty: 3036.685303
	Iteration 19Q: 3 clusters Score -1111244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1111247.750000 Penalty: 3036.685303
	Iteration 20F: 3 clusters Score -1111248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1111252.250000 Penalty: 3036.685303
	Iteration 21Q: 3 clusters Score -1111252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1111253.125000 Penalty: 3036.685303
	Iteration 22Q: 3 clusters Score -1111253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1111256.000000 Penalty: 3036.685303
	Iteration 23Q: 3 clusters Score -1111256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1111257.875000 Penalty: 3036.685303
	Iteration 24Q: 3 clusters Score -1111258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1111256.750000 Penalty: 3036.685303
	Iteration 25Q: 3 clusters Score -1111257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1111256.750000 Penalty: 3036.685303
	Iteration 26Q: 3 clusters Score -1111257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1111256.250000 Penalty: 3036.685303
	Iteration 27Q: 3 clusters Score -1111256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1111256.000000 Penalty: 3036.685303
	Iteration 28Q: 3 clusters Score -1111256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1111260.750000 Penalty: 3036.685303
	Iteration 29Q: 3 clusters Score -1111261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1111263.125000 Penalty: 3036.685303
	Iteration 30Q: 3 clusters Score -1111263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1111262.875000 Penalty: 3036.685303
	Iteration 31Q: 3 clusters Score -1111263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1111262.875000 Penalty: 3036.685303
	Iteration 32Q: 3 clusters Score -1111263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1111268.250000 Penalty: 3036.685303
	Iteration 33Q: 3 clusters Score -1111268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1111266.750000 Penalty: 3036.685303
	Iteration 34Q: 3 clusters Score -1111267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1111266.125000 Penalty: 3036.685303
	Iteration 35Q: 3 clusters Score -1111266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1111270.500000 Penalty: 3036.685303
	Iteration 36Q: 3 clusters Score -1111270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1111268.250000 Penalty: 3036.685303
	Iteration 37Q: 3 clusters Score -1111268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1111267.250000 Penalty: 3036.685303
	Iteration 38Q: 3 clusters Score -1111267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1111270.250000 Penalty: 3036.685303
	Iteration 39Q: 3 clusters Score -1111270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1111274.000000 Penalty: 3036.685303
	Iteration 40F: 3 clusters Score -1111274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1111273.500000 Penalty: 3036.685303
	Iteration 41Q: 3 clusters Score -1111274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1111272.750000 Penalty: 3036.685303
	Iteration 42Q: 3 clusters Score -1111273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1111275.625000 Penalty: 3036.685303
	Iteration 43Q: 3 clusters Score -1111276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1111276.750000 Penalty: 3036.685303
	Iteration 44Q: 3 clusters Score -1111277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1111278.125000 Penalty: 3036.685303
	Iteration 45Q: 3 clusters Score -1111278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1111280.250000 Penalty: 3036.685303
	Iteration 46Q: 3 clusters Score -1111280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1111279.125000 Penalty: 3036.685303
	Iteration 47Q: 3 clusters Score -1111279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1111277.750000 Penalty: 3036.685303
	Iteration 48Q: 3 clusters Score -1111278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1111279.375000 Penalty: 3036.685303
	Iteration 49Q: 3 clusters Score -1111279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1111281.500000 Penalty: 3036.685303
	Iteration 50Q: 3 clusters Score -1111282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1111279.750000 Penalty: 3036.685303
	Iteration 51Q: 3 clusters Score -1111280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1111280.000000 Penalty: 3036.685303
	Iteration 52Q: 3 clusters Score -1111280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1111279.500000 Penalty: 3036.685303
	Iteration 53Q: 3 clusters Score -1111280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1111282.625000 Penalty: 3036.685303
	Iteration 54Q: 3 clusters Score -1111283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1111283.625000 Penalty: 3036.685303
	Iteration 55Q: 3 clusters Score -1111284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1111283.625000 Penalty: 3036.685303
	Iteration 56Q: 3 clusters Score -1111284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1111283.625000 Penalty: 3036.685303
	Iteration 57Q: 3 clusters Score -1111284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1111286.875000 Penalty: 3036.685303
	Iteration 58Q: 3 clusters Score -1111287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1111286.500000 Penalty: 3036.685303
	Iteration 59Q: 3 clusters Score -1111286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1111286.875000 Penalty: 3036.685303
	Iteration 60F: 3 clusters Score -1111287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1111288.750000 Penalty: 3036.685303
	Iteration 61Q: 3 clusters Score -1111289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1111286.250000 Penalty: 3036.685303
	Iteration 62Q: 3 clusters Score -1111286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1111288.250000 Penalty: 3036.685303
	Iteration 63Q: 3 clusters Score -1111288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1111288.625000 Penalty: 3036.685303
	Iteration 64Q: 3 clusters Score -1111289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1111288.375000 Penalty: 3036.685303
	Iteration 65Q: 3 clusters Score -1111288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1111290.875000 Penalty: 3036.685303
	Iteration 66Q: 3 clusters Score -1111291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1111289.625000 Penalty: 3036.685303
	Iteration 67Q: 3 clusters Score -1111290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1111291.625000 Penalty: 3036.685303
	Iteration 68Q: 3 clusters Score -1111292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1111290.500000 Penalty: 3036.685303
	Iteration 69Q: 3 clusters Score -1111290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1111290.500000 Penalty: 3036.685303
	Iteration 70F: 3 clusters Score -1111290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -990219.062500 Penalty: 1480.010010
	Iteration 0F: 2 clusters Score -990219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -983721.875000 Penalty: 2960.020020
	Iteration 0F: 3 clusters Score -983721.9 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -985813.687500 Penalty: 2960.020020
	Iteration 1F: 3 clusters Score -985813.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -986091.687500 Penalty: 2960.020020
	Iteration 2F: 3 clusters Score -986091.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -986317.687500 Penalty: 2960.020020
	Iteration 3F: 3 clusters Score -986317.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -986527.250000 Penalty: 2960.020020
	Iteration 4Q: 3 clusters Score -986527.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -986722.250000 Penalty: 2960.020020
	Iteration 5Q: 3 clusters Score -986722.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -986927.625000 Penalty: 2960.020020
	Iteration 6Q: 3 clusters Score -986927.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -987164.250000 Penalty: 2960.020020
	Iteration 7Q: 3 clusters Score -987164.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -987409.687500 Penalty: 2960.020020
	Iteration 8Q: 3 clusters Score -987409.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -987662.437500 Penalty: 2960.020020
	Iteration 9Q: 3 clusters Score -987662.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -987910.937500 Penalty: 2960.020020
	Iteration 10Q: 3 clusters Score -987910.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -988098.000000 Penalty: 2960.020020
	Iteration 11Q: 3 clusters Score -988098 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -988247.250000 Penalty: 2960.020020
	Iteration 12Q: 3 clusters Score -988247.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -988371.000000 Penalty: 2960.020020
	Iteration 13Q: 3 clusters Score -988371 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -988501.312500 Penalty: 2960.020020
	Iteration 14Q: 3 clusters Score -988501.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -988610.625000 Penalty: 2960.020020
	Iteration 15Q: 3 clusters Score -988610.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -988704.750000 Penalty: 2960.020020
	Iteration 16Q: 3 clusters Score -988704.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -988808.250000 Penalty: 2960.020020
	Iteration 17Q: 3 clusters Score -988808.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -988871.625000 Penalty: 2960.020020
	Iteration 18Q: 3 clusters Score -988871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -988913.875000 Penalty: 2960.020020
	Iteration 19Q: 3 clusters Score -988913.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -988948.625000 Penalty: 2960.020020
	Iteration 20F: 3 clusters Score -988948.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -988972.312500 Penalty: 2960.020020
	Iteration 21Q: 3 clusters Score -988972.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -988986.437500 Penalty: 2960.020020
	Iteration 22Q: 3 clusters Score -988986.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -988995.187500 Penalty: 2960.020020
	Iteration 23Q: 3 clusters Score -988995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -988999.562500 Penalty: 2960.020020
	Iteration 24Q: 3 clusters Score -988999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -989005.687500 Penalty: 2960.020020
	Iteration 25Q: 3 clusters Score -989005.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -989011.750000 Penalty: 2960.020020
	Iteration 26Q: 3 clusters Score -989011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -989017.937500 Penalty: 2960.020020
	Iteration 27Q: 3 clusters Score -989017.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -989026.562500 Penalty: 2960.020020
	Iteration 28Q: 3 clusters Score -989026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -989034.375000 Penalty: 2960.020020
	Iteration 29Q: 3 clusters Score -989034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -989041.000000 Penalty: 2960.020020
	Iteration 30Q: 3 clusters Score -989041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -989044.000000 Penalty: 2960.020020
	Iteration 31Q: 3 clusters Score -989044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -989045.937500 Penalty: 2960.020020
	Iteration 32Q: 3 clusters Score -989045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -989047.250000 Penalty: 2960.020020
	Iteration 33Q: 3 clusters Score -989047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -989050.937500 Penalty: 2960.020020
	Iteration 34Q: 3 clusters Score -989050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -989050.875000 Penalty: 2960.020020
	Iteration 35Q: 3 clusters Score -989050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -989050.875000 Penalty: 2960.020020
	Iteration 36F: 3 clusters Score -989050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -390883.312500 Penalty: 1351.636963
	Iteration 0F: 2 clusters Score -390883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -387489.656250 Penalty: 2703.273926
	Iteration 0F: 3 clusters Score -387489.7 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -388584.312500 Penalty: 2703.273926
	Iteration 1F: 3 clusters Score -388584.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -388937.343750 Penalty: 2703.273926
	Iteration 2F: 3 clusters Score -388937.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -389185.718750 Penalty: 2703.273926
	Iteration 3F: 3 clusters Score -389185.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -389427.000000 Penalty: 2703.273926
	Iteration 4F: 3 clusters Score -389427 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -389647.500000 Penalty: 2703.273926
	Iteration 5F: 3 clusters Score -389647.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -389872.500000 Penalty: 2703.273926
	Iteration 6Q: 3 clusters Score -389872.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -390161.656250 Penalty: 2703.273926
	Iteration 7F: 3 clusters Score -390161.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -390430.093750 Penalty: 2703.273926
	Iteration 8F: 3 clusters Score -390430.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -390616.093750 Penalty: 2703.273926
	Iteration 9Q: 3 clusters Score -390616.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -390693.406250 Penalty: 2703.273926
	Iteration 10Q: 3 clusters Score -390693.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -390739.437500 Penalty: 2703.273926
	Iteration 11Q: 3 clusters Score -390739.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -390763.781250 Penalty: 2703.273926
	Iteration 12Q: 3 clusters Score -390763.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -390782.093750 Penalty: 2703.273926
	Iteration 13Q: 3 clusters Score -390782.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -390793.343750 Penalty: 2703.273926
	Iteration 14Q: 3 clusters Score -390793.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -390803.437500 Penalty: 2703.273926
	Iteration 15Q: 3 clusters Score -390803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -390806.937500 Penalty: 2703.273926
	Iteration 16Q: 3 clusters Score -390806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -390808.500000 Penalty: 2703.273926
	Iteration 17Q: 3 clusters Score -390808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -390809.000000 Penalty: 2703.273926
	Iteration 18Q: 3 clusters Score -390809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -390811.281250 Penalty: 2703.273926
	Iteration 19Q: 3 clusters Score -390811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -390812.750000 Penalty: 2703.273926
	Iteration 20F: 3 clusters Score -390812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -390814.937500 Penalty: 2703.273926
	Iteration 21Q: 3 clusters Score -390814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -390817.187500 Penalty: 2703.273926
	Iteration 22Q: 3 clusters Score -390817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -390819.625000 Penalty: 2703.273926
	Iteration 23Q: 3 clusters Score -390819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -390823.125000 Penalty: 2703.273926
	Iteration 24Q: 3 clusters Score -390823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -390825.468750 Penalty: 2703.273926
	Iteration 25Q: 3 clusters Score -390825.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -390826.968750 Penalty: 2703.273926
	Iteration 26Q: 3 clusters Score -390827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -390827.562500 Penalty: 2703.273926
	Iteration 27Q: 3 clusters Score -390827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -390828.937500 Penalty: 2703.273926
	Iteration 28Q: 3 clusters Score -390828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -390831.218750 Penalty: 2703.273926
	Iteration 29Q: 3 clusters Score -390831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -390831.875000 Penalty: 2703.273926
	Iteration 30Q: 3 clusters Score -390831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -390832.468750 Penalty: 2703.273926
	Iteration 31Q: 3 clusters Score -390832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -390832.625000 Penalty: 2703.273926
	Iteration 32Q: 3 clusters Score -390832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -390832.093750 Penalty: 2703.273926
	Iteration 33Q: 3 clusters Score -390832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -390832.093750 Penalty: 2703.273926
	Iteration 34F: 3 clusters Score -390832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -816766.375000 Penalty: 1455.113403
	Iteration 0F: 2 clusters Score -816766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -811011.000000 Penalty: 2910.226807
	Iteration 0F: 3 clusters Score -811011 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -812782.687500 Penalty: 2910.226807
	Iteration 1F: 3 clusters Score -812782.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -813030.750000 Penalty: 2910.226807
	Iteration 2F: 3 clusters Score -813030.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -813179.062500 Penalty: 2910.226807
	Iteration 3Q: 3 clusters Score -813179.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -813303.875000 Penalty: 2910.226807
	Iteration 4Q: 3 clusters Score -813303.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -813421.000000 Penalty: 2910.226807
	Iteration 5Q: 3 clusters Score -813421 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -813528.500000 Penalty: 2910.226807
	Iteration 6Q: 3 clusters Score -813528.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -813619.562500 Penalty: 2910.226807
	Iteration 7Q: 3 clusters Score -813619.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -813738.062500 Penalty: 2910.226807
	Iteration 8Q: 3 clusters Score -813738.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -813867.125000 Penalty: 2910.226807
	Iteration 9Q: 3 clusters Score -813867.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -814004.000000 Penalty: 2910.226807
	Iteration 10Q: 3 clusters Score -814004 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -814134.562500 Penalty: 2910.226807
	Iteration 11Q: 3 clusters Score -814134.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -814250.937500 Penalty: 2910.226807
	Iteration 12Q: 3 clusters Score -814250.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -814343.437500 Penalty: 2910.226807
	Iteration 13Q: 3 clusters Score -814343.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -814418.812500 Penalty: 2910.226807
	Iteration 14Q: 3 clusters Score -814418.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -814483.187500 Penalty: 2910.226807
	Iteration 15Q: 3 clusters Score -814483.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -814536.625000 Penalty: 2910.226807
	Iteration 16Q: 3 clusters Score -814536.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -814574.250000 Penalty: 2910.226807
	Iteration 17Q: 3 clusters Score -814574.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -814610.812500 Penalty: 2910.226807
	Iteration 18Q: 3 clusters Score -814610.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -814652.000000 Penalty: 2910.226807
	Iteration 19Q: 3 clusters Score -814652 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -814691.375000 Penalty: 2910.226807
	Iteration 20F: 3 clusters Score -814691.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -814718.875000 Penalty: 2910.226807
	Iteration 21Q: 3 clusters Score -814718.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -814742.937500 Penalty: 2910.226807
	Iteration 22Q: 3 clusters Score -814742.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -814760.562500 Penalty: 2910.226807
	Iteration 23Q: 3 clusters Score -814760.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -814779.062500 Penalty: 2910.226807
	Iteration 24Q: 3 clusters Score -814779.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -814799.812500 Penalty: 2910.226807
	Iteration 25Q: 3 clusters Score -814799.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -814812.812500 Penalty: 2910.226807
	Iteration 26Q: 3 clusters Score -814812.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -814824.125000 Penalty: 2910.226807
	Iteration 27Q: 3 clusters Score -814824.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -814835.875000 Penalty: 2910.226807
	Iteration 28Q: 3 clusters Score -814835.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -814845.500000 Penalty: 2910.226807
	Iteration 29Q: 3 clusters Score -814845.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -814851.625000 Penalty: 2910.226807
	Iteration 30Q: 3 clusters Score -814851.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -814855.687500 Penalty: 2910.226807
	Iteration 31Q: 3 clusters Score -814855.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -814859.375000 Penalty: 2910.226807
	Iteration 32Q: 3 clusters Score -814859.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -814863.687500 Penalty: 2910.226807
	Iteration 33Q: 3 clusters Score -814863.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -814867.375000 Penalty: 2910.226807
	Iteration 34Q: 3 clusters Score -814867.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -814868.937500 Penalty: 2910.226807
	Iteration 35Q: 3 clusters Score -814868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -814872.375000 Penalty: 2910.226807
	Iteration 36Q: 3 clusters Score -814872.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -814877.062500 Penalty: 2910.226807
	Iteration 37Q: 3 clusters Score -814877.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -814880.625000 Penalty: 2910.226807
	Iteration 38Q: 3 clusters Score -814880.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -814883.437500 Penalty: 2910.226807
	Iteration 39Q: 3 clusters Score -814883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -814883.937500 Penalty: 2910.226807
	Iteration 40F: 3 clusters Score -814883.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -814888.375000 Penalty: 2910.226807
	Iteration 41Q: 3 clusters Score -814888.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -814890.625000 Penalty: 2910.226807
	Iteration 42Q: 3 clusters Score -814890.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -814892.562500 Penalty: 2910.226807
	Iteration 43Q: 3 clusters Score -814892.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -814896.000000 Penalty: 2910.226807
	Iteration 44Q: 3 clusters Score -814896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -814895.625000 Penalty: 2910.226807
	Iteration 45Q: 3 clusters Score -814895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -814899.062500 Penalty: 2910.226807
	Iteration 46Q: 3 clusters Score -814899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -814897.812500 Penalty: 2910.226807
	Iteration 47Q: 3 clusters Score -814897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -814898.812500 Penalty: 2910.226807
	Iteration 48Q: 3 clusters Score -814898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -814899.375000 Penalty: 2910.226807
	Iteration 49Q: 3 clusters Score -814899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -814899.062500 Penalty: 2910.226807
	Iteration 50Q: 3 clusters Score -814899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -814899.062500 Penalty: 2910.226807
	Iteration 51F: 3 clusters Score -814899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1077591.125000 Penalty: 1506.026367
	Iteration 0F: 2 clusters Score -1077591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1070025.375000 Penalty: 3012.052734
	Iteration 0F: 3 clusters Score -1070025 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1072404.625000 Penalty: 3012.052734
	Iteration 1F: 3 clusters Score -1072405 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1072651.625000 Penalty: 3012.052734
	Iteration 2F: 3 clusters Score -1072652 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1072867.000000 Penalty: 3012.052734
	Iteration 3Q: 3 clusters Score -1072867 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1073078.625000 Penalty: 3012.052734
	Iteration 4Q: 3 clusters Score -1073079 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1073319.750000 Penalty: 3012.052734
	Iteration 5Q: 3 clusters Score -1073320 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1073623.875000 Penalty: 3012.052734
	Iteration 6F: 3 clusters Score -1073624 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1074006.000000 Penalty: 3012.052734
	Iteration 7F: 3 clusters Score -1074006 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1074416.875000 Penalty: 3012.052734
	Iteration 8F: 3 clusters Score -1074417 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1074854.750000 Penalty: 3012.052734
	Iteration 9F: 3 clusters Score -1074855 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1075225.750000 Penalty: 3012.052734
	Iteration 10F: 3 clusters Score -1075226 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1075516.250000 Penalty: 3012.052734
	Iteration 11Q: 3 clusters Score -1075516 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1075735.750000 Penalty: 3012.052734
	Iteration 12Q: 3 clusters Score -1075736 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1075929.250000 Penalty: 3012.052734
	Iteration 13Q: 3 clusters Score -1075929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1076075.750000 Penalty: 3012.052734
	Iteration 14Q: 3 clusters Score -1076076 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1076174.125000 Penalty: 3012.052734
	Iteration 15Q: 3 clusters Score -1076174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1076236.250000 Penalty: 3012.052734
	Iteration 16Q: 3 clusters Score -1076236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1076272.625000 Penalty: 3012.052734
	Iteration 17Q: 3 clusters Score -1076273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1076305.750000 Penalty: 3012.052734
	Iteration 18Q: 3 clusters Score -1076306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1076326.125000 Penalty: 3012.052734
	Iteration 19Q: 3 clusters Score -1076326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1076345.500000 Penalty: 3012.052734
	Iteration 20F: 3 clusters Score -1076346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1076361.250000 Penalty: 3012.052734
	Iteration 21Q: 3 clusters Score -1076361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1076373.500000 Penalty: 3012.052734
	Iteration 22Q: 3 clusters Score -1076374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1076387.875000 Penalty: 3012.052734
	Iteration 23Q: 3 clusters Score -1076388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1076400.375000 Penalty: 3012.052734
	Iteration 24Q: 3 clusters Score -1076400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1076407.000000 Penalty: 3012.052734
	Iteration 25Q: 3 clusters Score -1076407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1076413.750000 Penalty: 3012.052734
	Iteration 26Q: 3 clusters Score -1076414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1076415.875000 Penalty: 3012.052734
	Iteration 27Q: 3 clusters Score -1076416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1076418.500000 Penalty: 3012.052734
	Iteration 28Q: 3 clusters Score -1076418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1076421.250000 Penalty: 3012.052734
	Iteration 29Q: 3 clusters Score -1076421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1076422.875000 Penalty: 3012.052734
	Iteration 30Q: 3 clusters Score -1076423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1076425.500000 Penalty: 3012.052734
	Iteration 31Q: 3 clusters Score -1076426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1076427.750000 Penalty: 3012.052734
	Iteration 32Q: 3 clusters Score -1076428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1076429.375000 Penalty: 3012.052734
	Iteration 33Q: 3 clusters Score -1076429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1076430.375000 Penalty: 3012.052734
	Iteration 34Q: 3 clusters Score -1076430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1076433.125000 Penalty: 3012.052734
	Iteration 35Q: 3 clusters Score -1076433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1076434.500000 Penalty: 3012.052734
	Iteration 36Q: 3 clusters Score -1076434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1076434.500000 Penalty: 3012.052734
	Iteration 37Q: 3 clusters Score -1076434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1076434.125000 Penalty: 3012.052734
	Iteration 38Q: 3 clusters Score -1076434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1076434.125000 Penalty: 3012.052734
	Iteration 39F: 3 clusters Score -1076434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -215563.671875 Penalty: 1239.713135
	Iteration 0F: 2 clusters Score -215563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -213441.859375 Penalty: 2479.426270
	Iteration 0F: 3 clusters Score -213441.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -213923.250000 Penalty: 2479.426270
	Iteration 1F: 3 clusters Score -213923.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -214040.453125 Penalty: 2479.426270
	Iteration 2F: 3 clusters Score -214040.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -214125.156250 Penalty: 2479.426270
	Iteration 3F: 3 clusters Score -214125.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -214200.687500 Penalty: 2479.426270
	Iteration 4Q: 3 clusters Score -214200.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -214284.671875 Penalty: 2479.426270
	Iteration 5Q: 3 clusters Score -214284.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -214354.546875 Penalty: 2479.426270
	Iteration 6Q: 3 clusters Score -214354.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -214421.125000 Penalty: 2479.426270
	Iteration 7Q: 3 clusters Score -214421.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -214482.421875 Penalty: 2479.426270
	Iteration 8Q: 3 clusters Score -214482.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -214526.968750 Penalty: 2479.426270
	Iteration 9Q: 3 clusters Score -214527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -214562.062500 Penalty: 2479.426270
	Iteration 10Q: 3 clusters Score -214562.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -214592.125000 Penalty: 2479.426270
	Iteration 11Q: 3 clusters Score -214592.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -214622.156250 Penalty: 2479.426270
	Iteration 12Q: 3 clusters Score -214622.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -214658.093750 Penalty: 2479.426270
	Iteration 13Q: 3 clusters Score -214658.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -214694.140625 Penalty: 2479.426270
	Iteration 14Q: 3 clusters Score -214694.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -214722.625000 Penalty: 2479.426270
	Iteration 15Q: 3 clusters Score -214722.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -214747.593750 Penalty: 2479.426270
	Iteration 16Q: 3 clusters Score -214747.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -214770.296875 Penalty: 2479.426270
	Iteration 17Q: 3 clusters Score -214770.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -214787.921875 Penalty: 2479.426270
	Iteration 18Q: 3 clusters Score -214787.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -214806.218750 Penalty: 2479.426270
	Iteration 19Q: 3 clusters Score -214806.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -214819.578125 Penalty: 2479.426270
	Iteration 20F: 3 clusters Score -214819.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -214827.875000 Penalty: 2479.426270
	Iteration 21Q: 3 clusters Score -214827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -214837.343750 Penalty: 2479.426270
	Iteration 22Q: 3 clusters Score -214837.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -214850.484375 Penalty: 2479.426270
	Iteration 23Q: 3 clusters Score -214850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -214867.609375 Penalty: 2479.426270
	Iteration 24Q: 3 clusters Score -214867.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -214881.578125 Penalty: 2479.426270
	Iteration 25Q: 3 clusters Score -214881.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -214896.640625 Penalty: 2479.426270
	Iteration 26Q: 3 clusters Score -214896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -214908.359375 Penalty: 2479.426270
	Iteration 27Q: 3 clusters Score -214908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -214919.859375 Penalty: 2479.426270
	Iteration 28Q: 3 clusters Score -214919.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -214933.640625 Penalty: 2479.426270
	Iteration 29Q: 3 clusters Score -214933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -214944.546875 Penalty: 2479.426270
	Iteration 30Q: 3 clusters Score -214944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -214952.500000 Penalty: 2479.426270
	Iteration 31Q: 3 clusters Score -214952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -214956.562500 Penalty: 2479.426270
	Iteration 32Q: 3 clusters Score -214956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -214964.000000 Penalty: 2479.426270
	Iteration 33Q: 3 clusters Score -214964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -214977.875000 Penalty: 2479.426270
	Iteration 34Q: 3 clusters Score -214977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -214998.000000 Penalty: 2479.426270
	Iteration 35Q: 3 clusters Score -214998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -215031.546875 Penalty: 2479.426270
	Iteration 36Q: 3 clusters Score -215031.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -215057.515625 Penalty: 2479.426270
	Iteration 37Q: 3 clusters Score -215057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -215085.640625 Penalty: 2479.426270
	Iteration 38Q: 3 clusters Score -215085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -215097.078125 Penalty: 2479.426270
	Iteration 39Q: 3 clusters Score -215097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -215103.234375 Penalty: 2479.426270
	Iteration 40F: 3 clusters Score -215103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -215107.984375 Penalty: 2479.426270
	Iteration 41Q: 3 clusters Score -215108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -215108.906250 Penalty: 2479.426270
	Iteration 42Q: 3 clusters Score -215108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -215110.375000 Penalty: 2479.426270
	Iteration 43Q: 3 clusters Score -215110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -215112.546875 Penalty: 2479.426270
	Iteration 44Q: 3 clusters Score -215112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -215112.812500 Penalty: 2479.426270
	Iteration 45Q: 3 clusters Score -215112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -215112.812500 Penalty: 2479.426270
	Iteration 46F: 3 clusters Score -215112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -68405.632812 Penalty: 1086.452393
	Iteration 0F: 2 clusters Score -68405.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67117.054688 Penalty: 2172.904785
	Iteration 0F: 3 clusters Score -67117.05 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67372.906250 Penalty: 2172.904785
	Iteration 1F: 3 clusters Score -67372.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67465.453125 Penalty: 2172.904785
	Iteration 2F: 3 clusters Score -67465.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67538.257812 Penalty: 2172.904785
	Iteration 3Q: 3 clusters Score -67538.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67593.960938 Penalty: 2172.904785
	Iteration 4Q: 3 clusters Score -67593.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67633.875000 Penalty: 2172.904785
	Iteration 5Q: 3 clusters Score -67633.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67681.656250 Penalty: 2172.904785
	Iteration 6Q: 3 clusters Score -67681.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67731.757812 Penalty: 2172.904785
	Iteration 7Q: 3 clusters Score -67731.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67847.687500 Penalty: 2172.904785
	Iteration 8Q: 3 clusters Score -67847.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67989.664062 Penalty: 2172.904785
	Iteration 9Q: 3 clusters Score -67989.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68161.148438 Penalty: 2172.904785
	Iteration 10F: 3 clusters Score -68161.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68325.234375 Penalty: 2172.904785
	Iteration 11Q: 3 clusters Score -68325.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68472.773438 Penalty: 2172.904785
	Iteration 12F: 3 clusters Score -68472.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68595.250000 Penalty: 2172.904785
	Iteration 13Q: 3 clusters Score -68595.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68659.593750 Penalty: 2172.904785
	Iteration 14Q: 3 clusters Score -68659.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68697.132812 Penalty: 2172.904785
	Iteration 15Q: 3 clusters Score -68697.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -68719.531250 Penalty: 2172.904785
	Iteration 16Q: 3 clusters Score -68719.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68728.414062 Penalty: 2172.904785
	Iteration 17Q: 3 clusters Score -68728.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68731.656250 Penalty: 2172.904785
	Iteration 18Q: 3 clusters Score -68731.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68732.156250 Penalty: 2172.904785
	Iteration 19Q: 3 clusters Score -68732.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68732.539062 Penalty: 2172.904785
	Iteration 20F: 3 clusters Score -68732.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68733.226562 Penalty: 2172.904785
	Iteration 21Q: 3 clusters Score -68733.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68733.226562 Penalty: 2172.904785
	Iteration 22F: 3 clusters Score -68733.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 89940 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104514 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 14012 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 172939 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 13768 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 179943 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 489 members 
Entering Unmasked Estep 
Score: -101023808.000000 Penalty: 91867.312500
Splitting cluster 24 changes total score from -101023664.000000 to -101023808.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (121679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121679 members 
Entering Unmasked Estep 
Score: -13149963.000000 Penalty: 1902.735474
	Iteration 0F: 2 clusters Score -1.314996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -13069623.000000 Penalty: 3805.470947
	Iteration 0F: 3 clusters Score -1.306962e+07 nChanged 58696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -13104358.000000 Penalty: 3805.470947
	Iteration 1F: 3 clusters Score -1.310436e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -13106067.000000 Penalty: 3805.470947
	Iteration 2Q: 3 clusters Score -1.310607e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -13109117.000000 Penalty: 3805.470947
	Iteration 3F: 3 clusters Score -1.310912e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -13115178.000000 Penalty: 3805.470947
	Iteration 4F: 3 clusters Score -1.311518e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -13124927.000000 Penalty: 3805.470947
	Iteration 5F: 3 clusters Score -1.312493e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -13136488.000000 Penalty: 3805.470947
	Iteration 6F: 3 clusters Score -1.313649e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -13144097.000000 Penalty: 3805.470947
	Iteration 7F: 3 clusters Score -1.31441e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13147227.000000 Penalty: 3805.470947
	Iteration 8Q: 3 clusters Score -1.314723e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13147963.000000 Penalty: 3805.470947
	Iteration 9Q: 3 clusters Score -1.314796e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121505 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13148179.000000 Penalty: 3805.470947
	Iteration 10Q: 3 clusters Score -1.314818e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13148240.000000 Penalty: 3805.470947
	Iteration 11Q: 3 clusters Score -1.314824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13148280.000000 Penalty: 3805.470947
	Iteration 12Q: 3 clusters Score -1.314828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121536 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13148299.000000 Penalty: 3805.470947
	Iteration 13Q: 3 clusters Score -1.31483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13148332.000000 Penalty: 3805.470947
	Iteration 14Q: 3 clusters Score -1.314833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121540 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13148341.000000 Penalty: 3805.470947
	Iteration 15Q: 3 clusters Score -1.314834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13148341.000000 Penalty: 3805.470947
	Iteration 16Q: 3 clusters Score -1.314834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13148340.000000 Penalty: 3805.470947
	Iteration 17Q: 3 clusters Score -1.314834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13148346.000000 Penalty: 3805.470947
	Iteration 18Q: 3 clusters Score -1.314835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13148346.000000 Penalty: 3805.470947
	Iteration 19F: 3 clusters Score -1.314835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Entering Unmasked Estep 
Score: -11199935.000000 Penalty: 1878.024902
	Iteration 0F: 2 clusters Score -1.119994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -11130667.000000 Penalty: 3756.049805
	Iteration 0F: 3 clusters Score -1.113067e+07 nChanged 49910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -11159809.000000 Penalty: 3756.049805
	Iteration 1F: 3 clusters Score -1.115981e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -11161037.000000 Penalty: 3756.049805
	Iteration 2Q: 3 clusters Score -1.116104e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -11162888.000000 Penalty: 3756.049805
	Iteration 3Q: 3 clusters Score -1.116289e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -11165355.000000 Penalty: 3756.049805
	Iteration 4Q: 3 clusters Score -1.116536e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -11168336.000000 Penalty: 3756.049805
	Iteration 5F: 3 clusters Score -1.116834e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -11171973.000000 Penalty: 3756.049805
	Iteration 6F: 3 clusters Score -1.117197e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -11175797.000000 Penalty: 3756.049805
	Iteration 7F: 3 clusters Score -1.11758e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -11179824.000000 Penalty: 3756.049805
	Iteration 8F: 3 clusters Score -1.117982e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -11183795.000000 Penalty: 3756.049805
	Iteration 9F: 3 clusters Score -1.11838e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -11187437.000000 Penalty: 3756.049805
	Iteration 10F: 3 clusters Score -1.118744e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -11190526.000000 Penalty: 3756.049805
	Iteration 11Q: 3 clusters Score -1.119053e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -11193114.000000 Penalty: 3756.049805
	Iteration 12Q: 3 clusters Score -1.119311e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -11195007.000000 Penalty: 3756.049805
	Iteration 13Q: 3 clusters Score -1.119501e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -11196236.000000 Penalty: 3756.049805
	Iteration 14Q: 3 clusters Score -1.119624e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -11197037.000000 Penalty: 3756.049805
	Iteration 15Q: 3 clusters Score -1.119704e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -11197478.000000 Penalty: 3756.049805
	Iteration 16Q: 3 clusters Score -1.119748e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -11197748.000000 Penalty: 3756.049805
	Iteration 17Q: 3 clusters Score -1.119775e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -11197927.000000 Penalty: 3756.049805
	Iteration 18Q: 3 clusters Score -1.119793e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -11198041.000000 Penalty: 3756.049805
	Iteration 19Q: 3 clusters Score -1.119804e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -11198122.000000 Penalty: 3756.049805
	Iteration 20F: 3 clusters Score -1.119812e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -11198182.000000 Penalty: 3756.049805
	Iteration 21Q: 3 clusters Score -1.119818e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -11198244.000000 Penalty: 3756.049805
	Iteration 22Q: 3 clusters Score -1.119824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -11198268.000000 Penalty: 3756.049805
	Iteration 23Q: 3 clusters Score -1.119827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -11198277.000000 Penalty: 3756.049805
	Iteration 24Q: 3 clusters Score -1.119828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -11198290.000000 Penalty: 3756.049805
	Iteration 25Q: 3 clusters Score -1.119829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -11198304.000000 Penalty: 3756.049805
	Iteration 26Q: 3 clusters Score -1.11983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -11198327.000000 Penalty: 3756.049805
	Iteration 27Q: 3 clusters Score -1.119833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -11198326.000000 Penalty: 3756.049805
	Iteration 28Q: 3 clusters Score -1.119833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -11198330.000000 Penalty: 3756.049805
	Iteration 29Q: 3 clusters Score -1.119833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -11198330.000000 Penalty: 3756.049805
	Iteration 30Q: 3 clusters Score -1.119833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -11198334.000000 Penalty: 3756.049805
	Iteration 31Q: 3 clusters Score -1.119833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -11198336.000000 Penalty: 3756.049805
	Iteration 32Q: 3 clusters Score -1.119834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -11198336.000000 Penalty: 3756.049805
	Iteration 33Q: 3 clusters Score -1.119834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -11198338.000000 Penalty: 3756.049805
	Iteration 34Q: 3 clusters Score -1.119834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 103981 members 
Entering Unmasked Estep 
Score: -11198340.000000 Penalty: 3756.049805
	Iteration 35Q: 3 clusters Score -1.119834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -11198345.000000 Penalty: 3756.049805
	Iteration 36Q: 3 clusters Score -1.119834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -11198342.000000 Penalty: 3756.049805
	Iteration 37Q: 3 clusters Score -1.119834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -11198353.000000 Penalty: 3756.049805
	Iteration 38Q: 3 clusters Score -1.119835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -11198349.000000 Penalty: 3756.049805
	Iteration 39Q: 3 clusters Score -1.119835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -11198344.000000 Penalty: 3756.049805
	Iteration 40F: 3 clusters Score -1.119834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -11198351.000000 Penalty: 3756.049805
	Iteration 41Q: 3 clusters Score -1.119835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -11198351.000000 Penalty: 3756.049805
	Iteration 42F: 3 clusters Score -1.119835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -25904.433594 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -25904.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25121.152344 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -25121.15 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25357.818359 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -25357.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25445.109375 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -25445.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25466.808594 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -25466.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25473.755859 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -25473.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25493.802734 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -25493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25519.345703 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -25519.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25523.482422 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -25523.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25527.701172 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -25527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25529.312500 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -25529.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25530.238281 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -25530.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25530.828125 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -25530.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25530.828125 Penalty: 1900.092651
	Iteration 12F: 3 clusters Score -25530.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1415597.625000 Penalty: 1551.496338
	Iteration 0F: 2 clusters Score -1415598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1405869.250000 Penalty: 3102.992676
	Iteration 0F: 3 clusters Score -1405869 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1409251.375000 Penalty: 3102.992676
	Iteration 1F: 3 clusters Score -1409251 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1409633.000000 Penalty: 3102.992676
	Iteration 2F: 3 clusters Score -1409633 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1410021.125000 Penalty: 3102.992676
	Iteration 3F: 3 clusters Score -1410021 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1410473.000000 Penalty: 3102.992676
	Iteration 4F: 3 clusters Score -1410473 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1411002.125000 Penalty: 3102.992676
	Iteration 5F: 3 clusters Score -1411002 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1411582.375000 Penalty: 3102.992676
	Iteration 6F: 3 clusters Score -1411582 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1412222.625000 Penalty: 3102.992676
	Iteration 7F: 3 clusters Score -1412223 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1412835.625000 Penalty: 3102.992676
	Iteration 8F: 3 clusters Score -1412836 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1413384.375000 Penalty: 3102.992676
	Iteration 9Q: 3 clusters Score -1413384 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1413792.500000 Penalty: 3102.992676
	Iteration 10Q: 3 clusters Score -1413792 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1414019.750000 Penalty: 3102.992676
	Iteration 11Q: 3 clusters Score -1414020 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1414173.750000 Penalty: 3102.992676
	Iteration 12Q: 3 clusters Score -1414174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1414264.625000 Penalty: 3102.992676
	Iteration 13Q: 3 clusters Score -1414265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1414310.125000 Penalty: 3102.992676
	Iteration 14Q: 3 clusters Score -1414310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1414343.375000 Penalty: 3102.992676
	Iteration 15Q: 3 clusters Score -1414343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1414358.250000 Penalty: 3102.992676
	Iteration 16Q: 3 clusters Score -1414358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1414372.250000 Penalty: 3102.992676
	Iteration 17Q: 3 clusters Score -1414372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1414387.500000 Penalty: 3102.992676
	Iteration 18Q: 3 clusters Score -1414388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1414392.250000 Penalty: 3102.992676
	Iteration 19Q: 3 clusters Score -1414392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1414397.000000 Penalty: 3102.992676
	Iteration 20F: 3 clusters Score -1414397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1414398.250000 Penalty: 3102.992676
	Iteration 21Q: 3 clusters Score -1414398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1414398.250000 Penalty: 3102.992676
	Iteration 22F: 3 clusters Score -1414398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Entering Unmasked Estep 
Score: -2022415.500000 Penalty: 1597.270386
	Iteration 0F: 2 clusters Score -2022416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2009738.500000 Penalty: 3194.540771
	Iteration 0F: 3 clusters Score -2009738 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2014259.000000 Penalty: 3194.540771
	Iteration 1F: 3 clusters Score -2014259 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2014555.125000 Penalty: 3194.540771
	Iteration 2Q: 3 clusters Score -2014555 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2014817.500000 Penalty: 3194.540771
	Iteration 3Q: 3 clusters Score -2014818 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2015071.500000 Penalty: 3194.540771
	Iteration 4Q: 3 clusters Score -2015072 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2015364.125000 Penalty: 3194.540771
	Iteration 5Q: 3 clusters Score -2015364 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2015740.250000 Penalty: 3194.540771
	Iteration 6Q: 3 clusters Score -2015740 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2016233.125000 Penalty: 3194.540771
	Iteration 7Q: 3 clusters Score -2016233 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2016838.875000 Penalty: 3194.540771
	Iteration 8F: 3 clusters Score -2016839 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2017502.250000 Penalty: 3194.540771
	Iteration 9F: 3 clusters Score -2017502 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2018299.000000 Penalty: 3194.540771
	Iteration 10F: 3 clusters Score -2018299 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2019073.750000 Penalty: 3194.540771
	Iteration 11F: 3 clusters Score -2019074 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2019738.000000 Penalty: 3194.540771
	Iteration 12Q: 3 clusters Score -2019738 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2020201.250000 Penalty: 3194.540771
	Iteration 13Q: 3 clusters Score -2020201 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2020538.000000 Penalty: 3194.540771
	Iteration 14Q: 3 clusters Score -2020538 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2020754.000000 Penalty: 3194.540771
	Iteration 15Q: 3 clusters Score -2020754 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2020892.125000 Penalty: 3194.540771
	Iteration 16Q: 3 clusters Score -2020892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2020984.500000 Penalty: 3194.540771
	Iteration 17Q: 3 clusters Score -2020984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2021047.875000 Penalty: 3194.540771
	Iteration 18Q: 3 clusters Score -2021048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2021096.625000 Penalty: 3194.540771
	Iteration 19Q: 3 clusters Score -2021097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2021139.000000 Penalty: 3194.540771
	Iteration 20F: 3 clusters Score -2021139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2021175.500000 Penalty: 3194.540771
	Iteration 21Q: 3 clusters Score -2021176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2021209.750000 Penalty: 3194.540771
	Iteration 22Q: 3 clusters Score -2021210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2021236.750000 Penalty: 3194.540771
	Iteration 23Q: 3 clusters Score -2021237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2021253.375000 Penalty: 3194.540771
	Iteration 24Q: 3 clusters Score -2021253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2021261.000000 Penalty: 3194.540771
	Iteration 25Q: 3 clusters Score -2021261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2021266.625000 Penalty: 3194.540771
	Iteration 26Q: 3 clusters Score -2021267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2021271.125000 Penalty: 3194.540771
	Iteration 27Q: 3 clusters Score -2021271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2021278.500000 Penalty: 3194.540771
	Iteration 28Q: 3 clusters Score -2021278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2021279.750000 Penalty: 3194.540771
	Iteration 29Q: 3 clusters Score -2021280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2021283.875000 Penalty: 3194.540771
	Iteration 30Q: 3 clusters Score -2021284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2021285.000000 Penalty: 3194.540771
	Iteration 31Q: 3 clusters Score -2021285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2021285.875000 Penalty: 3194.540771
	Iteration 32Q: 3 clusters Score -2021286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2021288.875000 Penalty: 3194.540771
	Iteration 33Q: 3 clusters Score -2021289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2021289.375000 Penalty: 3194.540771
	Iteration 34Q: 3 clusters Score -2021289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2021288.875000 Penalty: 3194.540771
	Iteration 35Q: 3 clusters Score -2021289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2021288.875000 Penalty: 3194.540771
	Iteration 36F: 3 clusters Score -2021289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -371723.812500 Penalty: 1321.660278
	Iteration 0F: 2 clusters Score -371723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368715.031250 Penalty: 2643.320557
	Iteration 0F: 3 clusters Score -368715 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -369432.187500 Penalty: 2643.320557
	Iteration 1F: 3 clusters Score -369432.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -369551.531250 Penalty: 2643.320557
	Iteration 2F: 3 clusters Score -369551.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -369625.437500 Penalty: 2643.320557
	Iteration 3Q: 3 clusters Score -369625.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369680.562500 Penalty: 2643.320557
	Iteration 4Q: 3 clusters Score -369680.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -369726.968750 Penalty: 2643.320557
	Iteration 5Q: 3 clusters Score -369727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -369776.843750 Penalty: 2643.320557
	Iteration 6Q: 3 clusters Score -369776.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -369822.343750 Penalty: 2643.320557
	Iteration 7Q: 3 clusters Score -369822.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -369851.656250 Penalty: 2643.320557
	Iteration 8Q: 3 clusters Score -369851.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369874.406250 Penalty: 2643.320557
	Iteration 9Q: 3 clusters Score -369874.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -369894.968750 Penalty: 2643.320557
	Iteration 10Q: 3 clusters Score -369895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -369916.187500 Penalty: 2643.320557
	Iteration 11Q: 3 clusters Score -369916.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -369943.968750 Penalty: 2643.320557
	Iteration 12Q: 3 clusters Score -369944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -369985.218750 Penalty: 2643.320557
	Iteration 13Q: 3 clusters Score -369985.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -370025.937500 Penalty: 2643.320557
	Iteration 14Q: 3 clusters Score -370025.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -370069.750000 Penalty: 2643.320557
	Iteration 15Q: 3 clusters Score -370069.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -370120.437500 Penalty: 2643.320557
	Iteration 16Q: 3 clusters Score -370120.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -370173.656250 Penalty: 2643.320557
	Iteration 17Q: 3 clusters Score -370173.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -370228.718750 Penalty: 2643.320557
	Iteration 18Q: 3 clusters Score -370228.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -370280.218750 Penalty: 2643.320557
	Iteration 19Q: 3 clusters Score -370280.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -370324.781250 Penalty: 2643.320557
	Iteration 20F: 3 clusters Score -370324.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -370360.843750 Penalty: 2643.320557
	Iteration 21Q: 3 clusters Score -370360.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -370385.343750 Penalty: 2643.320557
	Iteration 22Q: 3 clusters Score -370385.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -370417.531250 Penalty: 2643.320557
	Iteration 23Q: 3 clusters Score -370417.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -370440.281250 Penalty: 2643.320557
	Iteration 24Q: 3 clusters Score -370440.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -370455.218750 Penalty: 2643.320557
	Iteration 25Q: 3 clusters Score -370455.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -370472.906250 Penalty: 2643.320557
	Iteration 26Q: 3 clusters Score -370472.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -370485.406250 Penalty: 2643.320557
	Iteration 27Q: 3 clusters Score -370485.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -370496.593750 Penalty: 2643.320557
	Iteration 28Q: 3 clusters Score -370496.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -370506.906250 Penalty: 2643.320557
	Iteration 29Q: 3 clusters Score -370506.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -370514.218750 Penalty: 2643.320557
	Iteration 30Q: 3 clusters Score -370514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -370518.625000 Penalty: 2643.320557
	Iteration 31Q: 3 clusters Score -370518.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -370529.312500 Penalty: 2643.320557
	Iteration 32Q: 3 clusters Score -370529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -370532.937500 Penalty: 2643.320557
	Iteration 33Q: 3 clusters Score -370532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -370534.593750 Penalty: 2643.320557
	Iteration 34Q: 3 clusters Score -370534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -370535.000000 Penalty: 2643.320557
	Iteration 35Q: 3 clusters Score -370535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -370535.000000 Penalty: 2643.320557
	Iteration 36F: 3 clusters Score -370535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -186136.718750 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -186136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -184153.953125 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -184154 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184574.281250 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -184574.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184671.453125 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -184671.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184743.843750 Penalty: 2439.463623
	Iteration 3Q: 3 clusters Score -184743.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184796.234375 Penalty: 2439.463623
	Iteration 4Q: 3 clusters Score -184796.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -184823.687500 Penalty: 2439.463623
	Iteration 5Q: 3 clusters Score -184823.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184854.437500 Penalty: 2439.463623
	Iteration 6Q: 3 clusters Score -184854.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184892.875000 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -184892.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184944.906250 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -184944.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185011.046875 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -185011 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -185074.296875 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -185074.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185131.515625 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -185131.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185176.343750 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -185176.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185217.937500 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -185217.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185260.234375 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -185260.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -185301.187500 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -185301.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -185346.593750 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -185346.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -185379.328125 Penalty: 2439.463623
	Iteration 17Q: 3 clusters Score -185379.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -185417.437500 Penalty: 2439.463623
	Iteration 18Q: 3 clusters Score -185417.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -185438.937500 Penalty: 2439.463623
	Iteration 19Q: 3 clusters Score -185438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -185457.953125 Penalty: 2439.463623
	Iteration 20F: 3 clusters Score -185458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -185463.000000 Penalty: 2439.463623
	Iteration 21Q: 3 clusters Score -185463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -185466.125000 Penalty: 2439.463623
	Iteration 22Q: 3 clusters Score -185466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -185467.875000 Penalty: 2439.463623
	Iteration 23Q: 3 clusters Score -185467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -185467.875000 Penalty: 2439.463623
	Iteration 24F: 3 clusters Score -185467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -12910.372070 Penalty: 882.268677
	Iteration 0F: 2 clusters Score -12910.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12196.058594 Penalty: 1764.537354
	Iteration 0F: 3 clusters Score -12196.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12450.943359 Penalty: 1764.537354
	Iteration 1F: 3 clusters Score -12450.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12765.392578 Penalty: 1764.537354
	Iteration 2F: 3 clusters Score -12765.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13301.445312 Penalty: 1764.537354
	Iteration 3F: 3 clusters Score -13301.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13524.683594 Penalty: 1764.537354
	Iteration 4Q: 3 clusters Score -13524.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13583.020508 Penalty: 1764.537354
	Iteration 5Q: 3 clusters Score -13583.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13583.020508 Penalty: 1764.537354
	Iteration 6F: 3 clusters Score -13583.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 89940 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104514 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 14012 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 172939 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 79 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 13768 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 179943 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 149 members 
Entering Unmasked Estep 
Score: -101023144.000000 Penalty: 94107.984375
Splitting cluster 33 changes total score from -101023664.000000 to -101023144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (11915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Entering Unmasked Estep 
Score: -1287975.500000 Penalty: 1525.152466
	Iteration 0F: 2 clusters Score -1287976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1279663.250000 Penalty: 3050.304932
	Iteration 0F: 3 clusters Score -1279663 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1282396.625000 Penalty: 3050.304932
	Iteration 1F: 3 clusters Score -1282397 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1282651.875000 Penalty: 3050.304932
	Iteration 2F: 3 clusters Score -1282652 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1282915.125000 Penalty: 3050.304932
	Iteration 3Q: 3 clusters Score -1282915 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1283205.250000 Penalty: 3050.304932
	Iteration 4F: 3 clusters Score -1283205 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1283506.125000 Penalty: 3050.304932
	Iteration 5F: 3 clusters Score -1283506 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1283831.000000 Penalty: 3050.304932
	Iteration 6F: 3 clusters Score -1283831 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1284197.375000 Penalty: 3050.304932
	Iteration 7F: 3 clusters Score -1284197 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1284608.750000 Penalty: 3050.304932
	Iteration 8F: 3 clusters Score -1284609 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1285053.500000 Penalty: 3050.304932
	Iteration 9F: 3 clusters Score -1285054 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1285448.000000 Penalty: 3050.304932
	Iteration 10Q: 3 clusters Score -1285448 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1285849.125000 Penalty: 3050.304932
	Iteration 11Q: 3 clusters Score -1285849 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1286117.500000 Penalty: 3050.304932
	Iteration 12Q: 3 clusters Score -1286118 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1286299.625000 Penalty: 3050.304932
	Iteration 13Q: 3 clusters Score -1286300 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1286401.500000 Penalty: 3050.304932
	Iteration 14Q: 3 clusters Score -1286402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1286470.375000 Penalty: 3050.304932
	Iteration 15Q: 3 clusters Score -1286470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1286511.250000 Penalty: 3050.304932
	Iteration 16Q: 3 clusters Score -1286511 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1286548.250000 Penalty: 3050.304932
	Iteration 17Q: 3 clusters Score -1286548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1286576.375000 Penalty: 3050.304932
	Iteration 18Q: 3 clusters Score -1286576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1286598.250000 Penalty: 3050.304932
	Iteration 19Q: 3 clusters Score -1286598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1286608.750000 Penalty: 3050.304932
	Iteration 20F: 3 clusters Score -1286609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1286628.125000 Penalty: 3050.304932
	Iteration 21Q: 3 clusters Score -1286628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1286648.250000 Penalty: 3050.304932
	Iteration 22Q: 3 clusters Score -1286648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1286661.250000 Penalty: 3050.304932
	Iteration 23Q: 3 clusters Score -1286661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1286671.500000 Penalty: 3050.304932
	Iteration 24Q: 3 clusters Score -1286672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1286678.625000 Penalty: 3050.304932
	Iteration 25Q: 3 clusters Score -1286679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1286685.875000 Penalty: 3050.304932
	Iteration 26Q: 3 clusters Score -1286686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1286693.625000 Penalty: 3050.304932
	Iteration 27Q: 3 clusters Score -1286694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1286702.250000 Penalty: 3050.304932
	Iteration 28Q: 3 clusters Score -1286702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1286706.375000 Penalty: 3050.304932
	Iteration 29Q: 3 clusters Score -1286706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1286713.500000 Penalty: 3050.304932
	Iteration 30Q: 3 clusters Score -1286714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1286717.875000 Penalty: 3050.304932
	Iteration 31Q: 3 clusters Score -1286718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1286722.375000 Penalty: 3050.304932
	Iteration 32Q: 3 clusters Score -1286722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1286726.750000 Penalty: 3050.304932
	Iteration 33Q: 3 clusters Score -1286727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1286727.500000 Penalty: 3050.304932
	Iteration 34Q: 3 clusters Score -1286728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1286730.500000 Penalty: 3050.304932
	Iteration 35Q: 3 clusters Score -1286730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1286737.375000 Penalty: 3050.304932
	Iteration 36Q: 3 clusters Score -1286737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1286739.250000 Penalty: 3050.304932
	Iteration 37Q: 3 clusters Score -1286739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1286743.750000 Penalty: 3050.304932
	Iteration 38Q: 3 clusters Score -1286744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1286743.750000 Penalty: 3050.304932
	Iteration 39Q: 3 clusters Score -1286744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1286745.500000 Penalty: 3050.304932
	Iteration 40F: 3 clusters Score -1286746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1286748.750000 Penalty: 3050.304932
	Iteration 41Q: 3 clusters Score -1286749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1286749.875000 Penalty: 3050.304932
	Iteration 42Q: 3 clusters Score -1286750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1286754.625000 Penalty: 3050.304932
	Iteration 43Q: 3 clusters Score -1286755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1286755.000000 Penalty: 3050.304932
	Iteration 44Q: 3 clusters Score -1286755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1286757.000000 Penalty: 3050.304932
	Iteration 45Q: 3 clusters Score -1286757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1286758.500000 Penalty: 3050.304932
	Iteration 46Q: 3 clusters Score -1286758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1286755.750000 Penalty: 3050.304932
	Iteration 47Q: 3 clusters Score -1286756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1286755.250000 Penalty: 3050.304932
	Iteration 48Q: 3 clusters Score -1286755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1286755.250000 Penalty: 3050.304932
	Iteration 49F: 3 clusters Score -1286755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -240847.343750 Penalty: 1275.958130
	Iteration 0F: 2 clusters Score -240847.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -238465.703125 Penalty: 2551.916260
	Iteration 0F: 3 clusters Score -238465.7 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -239354.875000 Penalty: 2551.916260
	Iteration 1F: 3 clusters Score -239354.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -239961.078125 Penalty: 2551.916260
	Iteration 2F: 3 clusters Score -239961.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -240334.921875 Penalty: 2551.916260
	Iteration 3F: 3 clusters Score -240334.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -240499.265625 Penalty: 2551.916260
	Iteration 4F: 3 clusters Score -240499.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -240593.140625 Penalty: 2551.916260
	Iteration 5Q: 3 clusters Score -240593.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240654.140625 Penalty: 2551.916260
	Iteration 6Q: 3 clusters Score -240654.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -240693.578125 Penalty: 2551.916260
	Iteration 7Q: 3 clusters Score -240693.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -240725.312500 Penalty: 2551.916260
	Iteration 8Q: 3 clusters Score -240725.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -240766.000000 Penalty: 2551.916260
	Iteration 9Q: 3 clusters Score -240766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -240827.078125 Penalty: 2551.916260
	Iteration 10Q: 3 clusters Score -240827.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -240916.109375 Penalty: 2551.916260
	Iteration 11Q: 3 clusters Score -240916.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -240994.468750 Penalty: 2551.916260
	Iteration 12Q: 3 clusters Score -240994.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -241095.593750 Penalty: 2551.916260
	Iteration 13Q: 3 clusters Score -241095.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -241158.906250 Penalty: 2551.916260
	Iteration 14Q: 3 clusters Score -241158.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -241191.875000 Penalty: 2551.916260
	Iteration 15Q: 3 clusters Score -241191.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -241220.656250 Penalty: 2551.916260
	Iteration 16Q: 3 clusters Score -241220.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -241241.750000 Penalty: 2551.916260
	Iteration 17Q: 3 clusters Score -241241.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -241264.515625 Penalty: 2551.916260
	Iteration 18Q: 3 clusters Score -241264.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -241279.890625 Penalty: 2551.916260
	Iteration 19Q: 3 clusters Score -241279.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -241290.484375 Penalty: 2551.916260
	Iteration 20F: 3 clusters Score -241290.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -241302.187500 Penalty: 2551.916260
	Iteration 21Q: 3 clusters Score -241302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -241317.515625 Penalty: 2551.916260
	Iteration 22Q: 3 clusters Score -241317.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -241334.250000 Penalty: 2551.916260
	Iteration 23Q: 3 clusters Score -241334.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -241347.234375 Penalty: 2551.916260
	Iteration 24Q: 3 clusters Score -241347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -241356.921875 Penalty: 2551.916260
	Iteration 25Q: 3 clusters Score -241356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -241360.750000 Penalty: 2551.916260
	Iteration 26Q: 3 clusters Score -241360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -241360.984375 Penalty: 2551.916260
	Iteration 27Q: 3 clusters Score -241361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -241360.984375 Penalty: 2551.916260
	Iteration 28F: 3 clusters Score -241361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 89940 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104514 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 14012 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 172939 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 13768 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 179943 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 1707 members 
Entering Unmasked Estep 
Score: -101023272.000000 Penalty: 94107.984375
Splitting cluster 35 changes total score from -101023664.000000 to -101023272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -66812.976562 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -66812.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65564.023438 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -65564.02 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65836.085938 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -65836.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65941.203125 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -65941.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66013.093750 Penalty: 2165.932861
	Iteration 3F: 3 clusters Score -66013.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66086.679688 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -66086.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66154.765625 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -66154.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66209.789062 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -66209.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66243.164062 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -66243.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66260.101562 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -66260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66278.953125 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -66278.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66298.750000 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -66298.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66318.625000 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -66318.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66331.570312 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -66331.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66345.898438 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -66345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66351.195312 Penalty: 2165.932861
	Iteration 14Q: 3 clusters Score -66351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66358.593750 Penalty: 2165.932861
	Iteration 15Q: 3 clusters Score -66358.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66378.539062 Penalty: 2165.932861
	Iteration 16Q: 3 clusters Score -66378.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66394.414062 Penalty: 2165.932861
	Iteration 17Q: 3 clusters Score -66394.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66401.296875 Penalty: 2165.932861
	Iteration 18Q: 3 clusters Score -66401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66408.179688 Penalty: 2165.932861
	Iteration 19Q: 3 clusters Score -66408.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66414.203125 Penalty: 2165.932861
	Iteration 20F: 3 clusters Score -66414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66416.671875 Penalty: 2165.932861
	Iteration 21Q: 3 clusters Score -66416.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66421.898438 Penalty: 2165.932861
	Iteration 22Q: 3 clusters Score -66421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66428.281250 Penalty: 2165.932861
	Iteration 23Q: 3 clusters Score -66428.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66429.781250 Penalty: 2165.932861
	Iteration 24Q: 3 clusters Score -66429.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66431.406250 Penalty: 2165.932861
	Iteration 25Q: 3 clusters Score -66431.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66432.539062 Penalty: 2165.932861
	Iteration 26Q: 3 clusters Score -66432.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66432.937500 Penalty: 2165.932861
	Iteration 27Q: 3 clusters Score -66432.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66432.937500 Penalty: 2165.932861
	Iteration 28F: 3 clusters Score -66432.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Entering Unmasked Estep 
Score: -1501531.000000 Penalty: 1548.641724
	Iteration 0F: 2 clusters Score -1501531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1491809.125000 Penalty: 3097.283447
	Iteration 0F: 3 clusters Score -1491809 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1495121.875000 Penalty: 3097.283447
	Iteration 1F: 3 clusters Score -1495122 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1495366.500000 Penalty: 3097.283447
	Iteration 2F: 3 clusters Score -1495366 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1495577.625000 Penalty: 3097.283447
	Iteration 3Q: 3 clusters Score -1495578 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1495755.250000 Penalty: 3097.283447
	Iteration 4Q: 3 clusters Score -1495755 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1495889.625000 Penalty: 3097.283447
	Iteration 5Q: 3 clusters Score -1495890 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1495998.000000 Penalty: 3097.283447
	Iteration 6Q: 3 clusters Score -1495998 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1496101.625000 Penalty: 3097.283447
	Iteration 7Q: 3 clusters Score -1496102 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1496223.375000 Penalty: 3097.283447
	Iteration 8Q: 3 clusters Score -1496223 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1496371.500000 Penalty: 3097.283447
	Iteration 9Q: 3 clusters Score -1496372 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1496568.375000 Penalty: 3097.283447
	Iteration 10Q: 3 clusters Score -1496568 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1496809.125000 Penalty: 3097.283447
	Iteration 11Q: 3 clusters Score -1496809 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1497108.000000 Penalty: 3097.283447
	Iteration 12Q: 3 clusters Score -1497108 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1497488.000000 Penalty: 3097.283447
	Iteration 13Q: 3 clusters Score -1497488 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1497921.750000 Penalty: 3097.283447
	Iteration 14Q: 3 clusters Score -1497922 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1498305.000000 Penalty: 3097.283447
	Iteration 15Q: 3 clusters Score -1498305 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1498598.500000 Penalty: 3097.283447
	Iteration 16Q: 3 clusters Score -1498598 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1498782.125000 Penalty: 3097.283447
	Iteration 17Q: 3 clusters Score -1498782 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1498893.250000 Penalty: 3097.283447
	Iteration 18Q: 3 clusters Score -1498893 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1498988.375000 Penalty: 3097.283447
	Iteration 19Q: 3 clusters Score -1498988 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1499067.375000 Penalty: 3097.283447
	Iteration 20F: 3 clusters Score -1499067 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1499134.375000 Penalty: 3097.283447
	Iteration 21Q: 3 clusters Score -1499134 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1499205.250000 Penalty: 3097.283447
	Iteration 22Q: 3 clusters Score -1499205 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1499283.750000 Penalty: 3097.283447
	Iteration 23Q: 3 clusters Score -1499284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1499349.000000 Penalty: 3097.283447
	Iteration 24Q: 3 clusters Score -1499349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1499408.125000 Penalty: 3097.283447
	Iteration 25Q: 3 clusters Score -1499408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1499455.750000 Penalty: 3097.283447
	Iteration 26Q: 3 clusters Score -1499456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1499499.875000 Penalty: 3097.283447
	Iteration 27Q: 3 clusters Score -1499500 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1499538.250000 Penalty: 3097.283447
	Iteration 28Q: 3 clusters Score -1499538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1499580.375000 Penalty: 3097.283447
	Iteration 29Q: 3 clusters Score -1499580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1499625.375000 Penalty: 3097.283447
	Iteration 30Q: 3 clusters Score -1499625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1499672.125000 Penalty: 3097.283447
	Iteration 31Q: 3 clusters Score -1499672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1499720.500000 Penalty: 3097.283447
	Iteration 32Q: 3 clusters Score -1499720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1499772.000000 Penalty: 3097.283447
	Iteration 33Q: 3 clusters Score -1499772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1499812.000000 Penalty: 3097.283447
	Iteration 34Q: 3 clusters Score -1499812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1499857.750000 Penalty: 3097.283447
	Iteration 35Q: 3 clusters Score -1499858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1499902.125000 Penalty: 3097.283447
	Iteration 36Q: 3 clusters Score -1499902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1499935.375000 Penalty: 3097.283447
	Iteration 37Q: 3 clusters Score -1499935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1499985.375000 Penalty: 3097.283447
	Iteration 38Q: 3 clusters Score -1499985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1500017.500000 Penalty: 3097.283447
	Iteration 39Q: 3 clusters Score -1500018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1500049.750000 Penalty: 3097.283447
	Iteration 40F: 3 clusters Score -1500050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1500081.625000 Penalty: 3097.283447
	Iteration 41Q: 3 clusters Score -1500082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1500108.125000 Penalty: 3097.283447
	Iteration 42Q: 3 clusters Score -1500108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1500135.125000 Penalty: 3097.283447
	Iteration 43Q: 3 clusters Score -1500135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1500156.750000 Penalty: 3097.283447
	Iteration 44Q: 3 clusters Score -1500157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1500173.250000 Penalty: 3097.283447
	Iteration 45Q: 3 clusters Score -1500173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1500197.000000 Penalty: 3097.283447
	Iteration 46Q: 3 clusters Score -1500197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1500216.375000 Penalty: 3097.283447
	Iteration 47Q: 3 clusters Score -1500216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1500235.250000 Penalty: 3097.283447
	Iteration 48Q: 3 clusters Score -1500235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1500247.875000 Penalty: 3097.283447
	Iteration 49Q: 3 clusters Score -1500248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1500253.625000 Penalty: 3097.283447
	Iteration 50Q: 3 clusters Score -1500254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1500259.000000 Penalty: 3097.283447
	Iteration 51Q: 3 clusters Score -1500259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1500267.000000 Penalty: 3097.283447
	Iteration 52Q: 3 clusters Score -1500267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1500269.750000 Penalty: 3097.283447
	Iteration 53Q: 3 clusters Score -1500270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1500276.750000 Penalty: 3097.283447
	Iteration 54Q: 3 clusters Score -1500277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1500285.000000 Penalty: 3097.283447
	Iteration 55Q: 3 clusters Score -1500285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1500293.625000 Penalty: 3097.283447
	Iteration 56Q: 3 clusters Score -1500294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1500298.750000 Penalty: 3097.283447
	Iteration 57Q: 3 clusters Score -1500299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1500304.750000 Penalty: 3097.283447
	Iteration 58Q: 3 clusters Score -1500305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1500307.875000 Penalty: 3097.283447
	Iteration 59Q: 3 clusters Score -1500308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1500310.500000 Penalty: 3097.283447
	Iteration 60F: 3 clusters Score -1500310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1500312.125000 Penalty: 3097.283447
	Iteration 61Q: 3 clusters Score -1500312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1500312.500000 Penalty: 3097.283447
	Iteration 62Q: 3 clusters Score -1500312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1500316.500000 Penalty: 3097.283447
	Iteration 63Q: 3 clusters Score -1500316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1500319.375000 Penalty: 3097.283447
	Iteration 64Q: 3 clusters Score -1500319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1500323.250000 Penalty: 3097.283447
	Iteration 65Q: 3 clusters Score -1500323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1500324.125000 Penalty: 3097.283447
	Iteration 66Q: 3 clusters Score -1500324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1500324.875000 Penalty: 3097.283447
	Iteration 67Q: 3 clusters Score -1500325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1500324.875000 Penalty: 3097.283447
	Iteration 68Q: 3 clusters Score -1500325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1500324.875000 Penalty: 3097.283447
	Iteration 69F: 3 clusters Score -1500325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -21222.396484 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -21222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20428.046875 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -20428.05 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20585.158203 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -20585.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20642.292969 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -20642.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20702.925781 Penalty: 1848.267090
	Iteration 3F: 3 clusters Score -20702.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20831.060547 Penalty: 1848.267090
	Iteration 4F: 3 clusters Score -20831.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20927.464844 Penalty: 1848.267090
	Iteration 5F: 3 clusters Score -20927.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21087.917969 Penalty: 1848.267090
	Iteration 6Q: 3 clusters Score -21087.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21137.611328 Penalty: 1848.267090
	Iteration 7Q: 3 clusters Score -21137.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21151.355469 Penalty: 1848.267090
	Iteration 8Q: 3 clusters Score -21151.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21158.314453 Penalty: 1848.267090
	Iteration 9Q: 3 clusters Score -21158.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21170.751953 Penalty: 1848.267090
	Iteration 10Q: 3 clusters Score -21170.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21170.751953 Penalty: 1848.267090
	Iteration 11F: 3 clusters Score -21170.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 89940 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 121679 members 
Mstep: Class 26 contains 104514 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 14012 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 13768 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024512.000000 Penalty: 91867.312500
Iteration 119Q: 42 clusters Score -1.010245e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3370 members 
Mstep: Class 3 contains 38511 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 27653 members 
Mstep: Class 6 contains 4462 members 
Mstep: Class 7 contains 1629 members 
Mstep: Class 8 contains 9445 members 
Mstep: Class 9 contains 1424 members 
Mstep: Class 10 contains 52157 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 89966 members 
Mstep: Class 13 contains 13679 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11406 members 
Mstep: Class 19 contains 9026 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 7744 members 
Mstep: Class 22 contains 10594 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 122149 members 
Mstep: Class 26 contains 104513 members 
Mstep: Class 27 contains 316 members 
Mstep: Class 28 contains 14041 members 
Mstep: Class 29 contains 18637 members 
Mstep: Class 30 contains 172146 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 226 members 
Mstep: Class 34 contains 11918 members 
Mstep: Class 35 contains 2557 members 
Mstep: Class 36 contains 776 members 
Mstep: Class 37 contains 13825 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 179534 members 
Mstep: Class 40 contains 260 members 
Mstep: Class 41 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026616.000000 Penalty: 91867.312500
Iteration 120F: 42 clusters Score -1.010266e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 38466 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 27399 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 9388 members 
Mstep: Class 9 contains 1419 members 
Mstep: Class 10 contains 52098 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 89927 members 
Mstep: Class 13 contains 13680 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11363 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 10588 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 122077 members 
Mstep: Class 26 contains 104486 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 14032 members 
Mstep: Class 29 contains 18569 members 
Mstep: Class 30 contains 172953 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 1820 members 
Mstep: Class 33 contains 221 members 
Mstep: Class 34 contains 11916 members 
Mstep: Class 35 contains 2546 members 
Mstep: Class 36 contains 769 members 
Mstep: Class 37 contains 13806 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179494 members 
Mstep: Class 40 contains 309 members 
Mstep: Class 41 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027504.000000 Penalty: 91867.312500
Iteration 121Q: 42 clusters Score -1.010275e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 9662 members 
Mstep: Class 5 contains 27213 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 9353 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 52069 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13683 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 195 members 
Mstep: Class 16 contains 6802 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 9026 members 
Mstep: Class 20 contains 4051 members 
Mstep: Class 21 contains 7745 members 
Mstep: Class 22 contains 10588 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 598 members 
Mstep: Class 25 contains 122047 members 
Mstep: Class 26 contains 104475 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 14048 members 
Mstep: Class 29 contains 18534 members 
Mstep: Class 30 contains 173475 members 
Mstep: Class 31 contains 3409 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 211 members 
Mstep: Class 34 contains 11922 members 
Mstep: Class 35 contains 2535 members 
Mstep: Class 36 contains 766 members 
Mstep: Class 37 contains 13793 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179447 members 
Mstep: Class 40 contains 327 members 
Mstep: Class 41 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101028424.000000 Penalty: 91867.312500
Iteration 122Q: 42 clusters Score -1.010284e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 38379 members 
Mstep: Class 4 contains 9659 members 
Mstep: Class 5 contains 27081 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 9333 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 52059 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 89912 members 
Mstep: Class 13 contains 13684 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 6783 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 9031 members 
Mstep: Class 20 contains 4026 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 10588 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 122017 members 
Mstep: Class 26 contains 104470 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 14079 members 
Mstep: Class 29 contains 18511 members 
Mstep: Class 30 contains 173789 members 
Mstep: Class 31 contains 3408 members 
Mstep: Class 32 contains 1825 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 11930 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 756 members 
Mstep: Class 37 contains 13786 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 179427 members 
Mstep: Class 40 contains 333 members 
Mstep: Class 41 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101028888.000000 Penalty: 91867.312500
Iteration 123Q: 42 clusters Score -1.010289e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 38356 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 52053 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 89908 members 
Mstep: Class 13 contains 13689 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 183 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11313 members 
Mstep: Class 19 contains 9037 members 
Mstep: Class 20 contains 4006 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 10586 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 121988 members 
Mstep: Class 26 contains 104467 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 14130 members 
Mstep: Class 29 contains 18490 members 
Mstep: Class 30 contains 174023 members 
Mstep: Class 31 contains 3408 members 
Mstep: Class 32 contains 1826 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 11940 members 
Mstep: Class 35 contains 2530 members 
Mstep: Class 36 contains 747 members 
Mstep: Class 37 contains 13787 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 179417 members 
Mstep: Class 40 contains 337 members 
Mstep: Class 41 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029072.000000 Penalty: 91867.312500
Iteration 124Q: 42 clusters Score -1.010291e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 26940 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 8 contains 9301 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 52062 members 
Mstep: Class 11 contains 8114 members 
Mstep: Class 12 contains 89912 members 
Mstep: Class 13 contains 13698 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 9043 members 
Mstep: Class 20 contains 3995 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 10582 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 705 members 
Mstep: Class 25 contains 121979 members 
Mstep: Class 26 contains 104465 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 14195 members 
Mstep: Class 29 contains 18470 members 
Mstep: Class 30 contains 174201 members 
Mstep: Class 31 contains 3410 members 
Mstep: Class 32 contains 1826 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 11946 members 
Mstep: Class 35 contains 2529 members 
Mstep: Class 36 contains 744 members 
Mstep: Class 37 contains 13792 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 179397 members 
Mstep: Class 40 contains 339 members 
Mstep: Class 41 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029440.000000 Penalty: 91867.312500
Iteration 125Q: 42 clusters Score -1.010294e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 38344 members 
Mstep: Class 4 contains 9623 members 
Mstep: Class 5 contains 26902 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 9284 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 52057 members 
Mstep: Class 11 contains 8113 members 
Mstep: Class 12 contains 89906 members 
Mstep: Class 13 contains 13714 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 9049 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 10583 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 711 members 
Mstep: Class 25 contains 121943 members 
Mstep: Class 26 contains 104464 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 14273 members 
Mstep: Class 29 contains 18450 members 
Mstep: Class 30 contains 174362 members 
Mstep: Class 31 contains 3410 members 
Mstep: Class 32 contains 1827 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11948 members 
Mstep: Class 35 contains 2529 members 
Mstep: Class 36 contains 740 members 
Mstep: Class 37 contains 13790 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179411 members 
Mstep: Class 40 contains 342 members 
Mstep: Class 41 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029576.000000 Penalty: 91867.312500
Iteration 126Q: 42 clusters Score -1.010296e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3005 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 9610 members 
Mstep: Class 5 contains 26852 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 9276 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 89910 members 
Mstep: Class 13 contains 13729 members 
Mstep: Class 14 contains 2547 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 9055 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 7767 members 
Mstep: Class 22 contains 10584 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 121912 members 
Mstep: Class 26 contains 104461 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 14377 members 
Mstep: Class 29 contains 18445 members 
Mstep: Class 30 contains 174504 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 1830 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11947 members 
Mstep: Class 35 contains 2535 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 13794 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 179430 members 
Mstep: Class 40 contains 342 members 
Mstep: Class 41 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029472.000000 Penalty: 91867.312500
Iteration 127Q: 42 clusters Score -1.010295e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 38339 members 
Mstep: Class 4 contains 9603 members 
Mstep: Class 5 contains 26817 members 
Mstep: Class 6 contains 4607 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 9271 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 52040 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13742 members 
Mstep: Class 14 contains 2545 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 6690 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 9057 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 7775 members 
Mstep: Class 22 contains 10587 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 719 members 
Mstep: Class 25 contains 121886 members 
Mstep: Class 26 contains 104458 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 14467 members 
Mstep: Class 29 contains 18448 members 
Mstep: Class 30 contains 174602 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 1832 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11949 members 
Mstep: Class 35 contains 2535 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 13798 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 179441 members 
Mstep: Class 40 contains 343 members 
Mstep: Class 41 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029672.000000 Penalty: 91867.312500
Iteration 128Q: 42 clusters Score -1.010297e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 26793 members 
Mstep: Class 6 contains 4608 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 9269 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 52023 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 89916 members 
Mstep: Class 13 contains 13753 members 
Mstep: Class 14 contains 2545 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 9062 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 21 contains 7782 members 
Mstep: Class 22 contains 10585 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 121857 members 
Mstep: Class 26 contains 104455 members 
Mstep: Class 27 contains 254 members 
Mstep: Class 28 contains 14577 members 
Mstep: Class 29 contains 18450 members 
Mstep: Class 30 contains 174709 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 1833 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11953 members 
Mstep: Class 35 contains 2534 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 13801 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179448 members 
Mstep: Class 40 contains 343 members 
Mstep: Class 41 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029776.000000 Penalty: 91867.312500
Iteration 129Q: 42 clusters Score -1.010298e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 38352 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 26770 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 9269 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 52010 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 89921 members 
Mstep: Class 13 contains 13753 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 9067 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 10578 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 718 members 
Mstep: Class 25 contains 121839 members 
Mstep: Class 26 contains 104455 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 14681 members 
Mstep: Class 29 contains 18458 members 
Mstep: Class 30 contains 174807 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11953 members 
Mstep: Class 35 contains 2537 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 13800 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179456 members 
Mstep: Class 40 contains 342 members 
Mstep: Class 41 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029952.000000 Penalty: 91867.312500
Iteration 130Q: 42 clusters Score -1.0103e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 38356 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 26750 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 9259 members 
Mstep: Class 9 contains 1454 members 
Mstep: Class 10 contains 52028 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 89924 members 
Mstep: Class 13 contains 13751 members 
Mstep: Class 14 contains 2547 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 9074 members 
Mstep: Class 20 contains 3900 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 10570 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 121820 members 
Mstep: Class 26 contains 104453 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 14786 members 
Mstep: Class 29 contains 18462 members 
Mstep: Class 30 contains 174890 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 1839 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11951 members 
Mstep: Class 35 contains 2534 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 13800 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179470 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030032.000000 Penalty: 91867.312500
Iteration 131Q: 42 clusters Score -1.0103e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 26734 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 9258 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52063 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 89925 members 
Mstep: Class 13 contains 13749 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 9080 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 10562 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 121799 members 
Mstep: Class 26 contains 104452 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 14882 members 
Mstep: Class 29 contains 18462 members 
Mstep: Class 30 contains 174973 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11954 members 
Mstep: Class 35 contains 2525 members 
Mstep: Class 36 contains 736 members 
Mstep: Class 37 contains 13801 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179486 members 
Mstep: Class 40 contains 346 members 
Mstep: Class 41 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030192.000000 Penalty: 91867.312500
Iteration 132Q: 42 clusters Score -1.010302e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 9590 members 
Mstep: Class 5 contains 26719 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 9252 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 52115 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 89922 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 9089 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 121776 members 
Mstep: Class 26 contains 104445 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 14970 members 
Mstep: Class 29 contains 18463 members 
Mstep: Class 30 contains 175053 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 1845 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11957 members 
Mstep: Class 35 contains 2519 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 13802 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179497 members 
Mstep: Class 40 contains 347 members 
Mstep: Class 41 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030296.000000 Penalty: 91867.312500
Iteration 133Q: 42 clusters Score -1.010303e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 9582 members 
Mstep: Class 5 contains 26712 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 9249 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52167 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 89925 members 
Mstep: Class 13 contains 13746 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 9097 members 
Mstep: Class 20 contains 3886 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 121746 members 
Mstep: Class 26 contains 104442 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 15044 members 
Mstep: Class 29 contains 18463 members 
Mstep: Class 30 contains 175121 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 1847 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11960 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 13804 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179514 members 
Mstep: Class 40 contains 348 members 
Mstep: Class 41 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030456.000000 Penalty: 91867.312500
Iteration 134Q: 42 clusters Score -1.010305e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2839 members 
Mstep: Class 3 contains 38380 members 
Mstep: Class 4 contains 9577 members 
Mstep: Class 5 contains 26697 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 9245 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52222 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 89921 members 
Mstep: Class 13 contains 13740 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11301 members 
Mstep: Class 19 contains 9105 members 
Mstep: Class 20 contains 3879 members 
Mstep: Class 21 contains 7762 members 
Mstep: Class 22 contains 10559 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 121718 members 
Mstep: Class 26 contains 104440 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 15110 members 
Mstep: Class 29 contains 18460 members 
Mstep: Class 30 contains 175192 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 1848 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11961 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 13808 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179524 members 
Mstep: Class 40 contains 348 members 
Mstep: Class 41 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030496.000000 Penalty: 91867.312500
Iteration 135Q: 42 clusters Score -1.010305e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 38376 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 5 contains 26678 members 
Mstep: Class 6 contains 4623 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 9243 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 52260 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 89923 members 
Mstep: Class 13 contains 13741 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 3870 members 
Mstep: Class 21 contains 7747 members 
Mstep: Class 22 contains 10557 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 121707 members 
Mstep: Class 26 contains 104439 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 15155 members 
Mstep: Class 29 contains 18458 members 
Mstep: Class 30 contains 175255 members 
Mstep: Class 31 contains 3418 members 
Mstep: Class 32 contains 1849 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11964 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 13813 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179521 members 
Mstep: Class 40 contains 348 members 
Mstep: Class 41 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030368.000000 Penalty: 91867.312500
Iteration 136Q: 42 clusters Score -1.010304e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 38374 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 26656 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 9237 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 52306 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 89921 members 
Mstep: Class 13 contains 13743 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 3867 members 
Mstep: Class 21 contains 7732 members 
Mstep: Class 22 contains 10555 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 121690 members 
Mstep: Class 26 contains 104439 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 15194 members 
Mstep: Class 29 contains 18458 members 
Mstep: Class 30 contains 175294 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1851 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11965 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 13814 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179532 members 
Mstep: Class 40 contains 348 members 
Mstep: Class 41 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030624.000000 Penalty: 91867.312500
Iteration 137Q: 42 clusters Score -1.010306e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 38376 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26640 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 52345 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 89919 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11284 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 3866 members 
Mstep: Class 21 contains 7720 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 121675 members 
Mstep: Class 26 contains 104438 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 15241 members 
Mstep: Class 29 contains 18457 members 
Mstep: Class 30 contains 175321 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1850 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11965 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 13816 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179548 members 
Mstep: Class 40 contains 349 members 
Mstep: Class 41 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030640.000000 Penalty: 91867.312500
Iteration 138Q: 42 clusters Score -1.010306e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 38380 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 26625 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 9226 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 89922 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6665 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 3864 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 121660 members 
Mstep: Class 26 contains 104437 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 15263 members 
Mstep: Class 29 contains 18455 members 
Mstep: Class 30 contains 175336 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1850 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11968 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 13820 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179554 members 
Mstep: Class 40 contains 349 members 
Mstep: Class 41 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030832.000000 Penalty: 91867.312500
Iteration 139Q: 42 clusters Score -1.010308e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 26612 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 52392 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 89921 members 
Mstep: Class 13 contains 13746 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11264 members 
Mstep: Class 19 contains 9117 members 
Mstep: Class 20 contains 3867 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 121654 members 
Mstep: Class 26 contains 104437 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 15294 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175337 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1850 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 728 members 
Mstep: Class 37 contains 13820 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 179559 members 
Mstep: Class 40 contains 350 members 
Mstep: Class 41 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030984.000000 Penalty: 91867.312500
Iteration 140F: 42 clusters Score -1.01031e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 38364 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26606 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9220 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 52413 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 89918 members 
Mstep: Class 13 contains 13753 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11255 members 
Mstep: Class 19 contains 9119 members 
Mstep: Class 20 contains 3865 members 
Mstep: Class 21 contains 7699 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 121644 members 
Mstep: Class 26 contains 104436 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 15307 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175344 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1850 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 2506 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179567 members 
Mstep: Class 40 contains 350 members 
Mstep: Class 41 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031216.000000 Penalty: 91867.312500
Iteration 141Q: 42 clusters Score -1.010312e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 38360 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26603 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 9215 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 52422 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 89918 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 177 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11245 members 
Mstep: Class 19 contains 9122 members 
Mstep: Class 20 contains 3862 members 
Mstep: Class 21 contains 7692 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104435 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15317 members 
Mstep: Class 29 contains 18453 members 
Mstep: Class 30 contains 175364 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1850 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 2503 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 179571 members 
Mstep: Class 40 contains 351 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031312.000000 Penalty: 91867.312500
Iteration 142Q: 42 clusters Score -1.010313e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 3 contains 38363 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26596 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9211 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 52437 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 89917 members 
Mstep: Class 13 contains 13759 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 9122 members 
Mstep: Class 20 contains 3860 members 
Mstep: Class 21 contains 7685 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104434 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15331 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175372 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1850 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 2497 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179580 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031232.000000 Penalty: 91867.312500
Iteration 143Q: 42 clusters Score -1.010312e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 38360 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 52447 members 
Mstep: Class 11 contains 8114 members 
Mstep: Class 12 contains 89918 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6652 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11227 members 
Mstep: Class 19 contains 9122 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 10543 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 121632 members 
Mstep: Class 26 contains 104431 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15336 members 
Mstep: Class 29 contains 18455 members 
Mstep: Class 30 contains 175377 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1852 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 2495 members 
Mstep: Class 36 contains 728 members 
Mstep: Class 37 contains 13824 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179586 members 
Mstep: Class 40 contains 354 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031208.000000 Penalty: 91867.312500
Iteration 144Q: 42 clusters Score -1.010312e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 38357 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26589 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 9213 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 52468 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 89915 members 
Mstep: Class 13 contains 13757 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6651 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3858 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 10544 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 791 members 
Mstep: Class 25 contains 121635 members 
Mstep: Class 26 contains 104430 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15341 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175376 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 2486 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179588 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031328.000000 Penalty: 91867.312500
Iteration 145Q: 42 clusters Score -1.010313e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 38353 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26588 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 52481 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 89917 members 
Mstep: Class 13 contains 13755 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11226 members 
Mstep: Class 19 contains 9124 members 
Mstep: Class 20 contains 3857 members 
Mstep: Class 21 contains 7670 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104428 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15346 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175377 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 2480 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13824 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179591 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031336.000000 Penalty: 91867.312500
Iteration 146Q: 42 clusters Score -1.010313e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 38346 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26584 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 52492 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 89916 members 
Mstep: Class 13 contains 13754 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6651 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3858 members 
Mstep: Class 21 contains 7666 members 
Mstep: Class 22 contains 10544 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121632 members 
Mstep: Class 26 contains 104428 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15353 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175384 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 2477 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179594 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031392.000000 Penalty: 91867.312500
Iteration 147Q: 42 clusters Score -1.010314e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 26578 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 52504 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89916 members 
Mstep: Class 13 contains 13755 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7661 members 
Mstep: Class 22 contains 10544 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121631 members 
Mstep: Class 26 contains 104427 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15358 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175387 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2477 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179596 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031392.000000 Penalty: 91867.312500
Iteration 148Q: 42 clusters Score -1.010314e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 38344 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26576 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 52516 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89916 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6649 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7658 members 
Mstep: Class 22 contains 10544 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121631 members 
Mstep: Class 26 contains 104426 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15363 members 
Mstep: Class 29 contains 18455 members 
Mstep: Class 30 contains 175386 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2476 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179596 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031344.000000 Penalty: 91867.312500
Iteration 149Q: 42 clusters Score -1.010313e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26575 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52523 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89915 members 
Mstep: Class 13 contains 13754 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11220 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7656 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121631 members 
Mstep: Class 26 contains 104426 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15367 members 
Mstep: Class 29 contains 18455 members 
Mstep: Class 30 contains 175386 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13824 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179596 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031336.000000 Penalty: 91867.312500
Iteration 150Q: 42 clusters Score -1.010313e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52528 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89914 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7655 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121630 members 
Mstep: Class 26 contains 104426 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15369 members 
Mstep: Class 29 contains 18454 members 
Mstep: Class 30 contains 175388 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179597 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031376.000000 Penalty: 91867.312500
Iteration 151Q: 42 clusters Score -1.010314e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52532 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89912 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11220 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121628 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15371 members 
Mstep: Class 29 contains 18452 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13824 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179599 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031344.000000 Penalty: 91867.312500
Iteration 152Q: 42 clusters Score -1.010313e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52539 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7650 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175390 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179599 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031400.000000 Penalty: 91867.312500
Iteration 153Q: 42 clusters Score -1.010314e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52543 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121624 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13824 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179600 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031400.000000 Penalty: 91867.312500
Iteration 154Q: 42 clusters Score -1.010314e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38338 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52546 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175390 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13824 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031376.000000 Penalty: 91867.312500
Iteration 155Q: 42 clusters Score -1.010314e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9215 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52545 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175389 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031336.000000 Penalty: 91867.312500
Iteration 156Q: 42 clusters Score -1.010313e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52545 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13757 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175390 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031352.000000 Penalty: 91867.312500
Iteration 157Q: 42 clusters Score -1.010314e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13757 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11220 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175390 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031344.000000 Penalty: 91867.312500
Iteration 158Q: 42 clusters Score -1.010313e+08 nChanged 4
Entering ConstructFrom: 
Score: -101031344.000000 Penalty: 91867.312500
Entering ConstructFrom: 
Trying to split cluster 1 (8075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Entering Unmasked Estep 
Score: -827466.000000 Penalty: 1461.935791
	Iteration 0F: 2 clusters Score -827466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -821479.250000 Penalty: 2923.871582
	Iteration 0F: 3 clusters Score -821479.2 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -823363.812500 Penalty: 2923.871582
	Iteration 1F: 3 clusters Score -823363.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -823663.937500 Penalty: 2923.871582
	Iteration 2F: 3 clusters Score -823663.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -823880.187500 Penalty: 2923.871582
	Iteration 3F: 3 clusters Score -823880.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -824064.437500 Penalty: 2923.871582
	Iteration 4Q: 3 clusters Score -824064.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -824229.687500 Penalty: 2923.871582
	Iteration 5Q: 3 clusters Score -824229.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -824374.062500 Penalty: 2923.871582
	Iteration 6Q: 3 clusters Score -824374.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -824541.437500 Penalty: 2923.871582
	Iteration 7Q: 3 clusters Score -824541.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -824736.437500 Penalty: 2923.871582
	Iteration 8Q: 3 clusters Score -824736.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -824961.000000 Penalty: 2923.871582
	Iteration 9Q: 3 clusters Score -824961 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -825181.562500 Penalty: 2923.871582
	Iteration 10Q: 3 clusters Score -825181.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -825410.187500 Penalty: 2923.871582
	Iteration 11Q: 3 clusters Score -825410.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -825624.062500 Penalty: 2923.871582
	Iteration 12Q: 3 clusters Score -825624.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -825788.187500 Penalty: 2923.871582
	Iteration 13Q: 3 clusters Score -825788.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -825925.812500 Penalty: 2923.871582
	Iteration 14Q: 3 clusters Score -825925.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -826065.875000 Penalty: 2923.871582
	Iteration 15Q: 3 clusters Score -826065.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -826187.625000 Penalty: 2923.871582
	Iteration 16Q: 3 clusters Score -826187.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -826273.250000 Penalty: 2923.871582
	Iteration 17Q: 3 clusters Score -826273.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -826331.750000 Penalty: 2923.871582
	Iteration 18Q: 3 clusters Score -826331.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -826374.375000 Penalty: 2923.871582
	Iteration 19Q: 3 clusters Score -826374.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -826399.937500 Penalty: 2923.871582
	Iteration 20F: 3 clusters Score -826399.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -826416.187500 Penalty: 2923.871582
	Iteration 21Q: 3 clusters Score -826416.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -826434.000000 Penalty: 2923.871582
	Iteration 22Q: 3 clusters Score -826434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -826448.375000 Penalty: 2923.871582
	Iteration 23Q: 3 clusters Score -826448.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -826462.062500 Penalty: 2923.871582
	Iteration 24Q: 3 clusters Score -826462.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -826472.500000 Penalty: 2923.871582
	Iteration 25Q: 3 clusters Score -826472.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -826476.625000 Penalty: 2923.871582
	Iteration 26Q: 3 clusters Score -826476.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -826481.812500 Penalty: 2923.871582
	Iteration 27Q: 3 clusters Score -826481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -826487.562500 Penalty: 2923.871582
	Iteration 28Q: 3 clusters Score -826487.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -826496.062500 Penalty: 2923.871582
	Iteration 29Q: 3 clusters Score -826496.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -826507.812500 Penalty: 2923.871582
	Iteration 30Q: 3 clusters Score -826507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -826513.125000 Penalty: 2923.871582
	Iteration 31Q: 3 clusters Score -826513.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -826515.937500 Penalty: 2923.871582
	Iteration 32Q: 3 clusters Score -826515.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -826521.687500 Penalty: 2923.871582
	Iteration 33Q: 3 clusters Score -826521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -826521.625000 Penalty: 2923.871582
	Iteration 34Q: 3 clusters Score -826521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -826526.000000 Penalty: 2923.871582
	Iteration 35Q: 3 clusters Score -826526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -826527.187500 Penalty: 2923.871582
	Iteration 36Q: 3 clusters Score -826527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -826526.500000 Penalty: 2923.871582
	Iteration 37Q: 3 clusters Score -826526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -826529.312500 Penalty: 2923.871582
	Iteration 38Q: 3 clusters Score -826529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -826528.687500 Penalty: 2923.871582
	Iteration 39Q: 3 clusters Score -826528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -826530.375000 Penalty: 2923.871582
	Iteration 40F: 3 clusters Score -826530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -826529.062500 Penalty: 2923.871582
	Iteration 41Q: 3 clusters Score -826529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -826529.062500 Penalty: 2923.871582
	Iteration 42F: 3 clusters Score -826529.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -301197.593750 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -301197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -298609.500000 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -298609.5 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -299241.500000 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -299241.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -299366.312500 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -299366.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -299438.906250 Penalty: 2571.656494
	Iteration 3Q: 3 clusters Score -299438.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -299486.125000 Penalty: 2571.656494
	Iteration 4Q: 3 clusters Score -299486.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -299520.656250 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -299520.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -299549.906250 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -299549.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -299569.031250 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -299569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -299584.375000 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -299584.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -299596.562500 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -299596.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -299606.500000 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -299606.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -299617.343750 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -299617.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -299629.312500 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -299629.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -299636.500000 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -299636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -299644.031250 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -299644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -299654.031250 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -299654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -299659.093750 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -299659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -299661.093750 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -299661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -299666.281250 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -299666.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -299669.875000 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -299669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -299671.843750 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -299671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -299674.625000 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -299674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -299675.531250 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -299675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -299676.250000 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -299676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -299677.093750 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -299677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -299677.625000 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -299677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -299679.125000 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -299679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -299679.437500 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -299679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -299680.968750 Penalty: 2571.656494
	Iteration 28Q: 3 clusters Score -299681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -299681.000000 Penalty: 2571.656494
	Iteration 29Q: 3 clusters Score -299681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -299681.125000 Penalty: 2571.656494
	Iteration 30Q: 3 clusters Score -299681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -299682.187500 Penalty: 2571.656494
	Iteration 31Q: 3 clusters Score -299682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -299682.093750 Penalty: 2571.656494
	Iteration 32Q: 3 clusters Score -299682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -299682.718750 Penalty: 2571.656494
	Iteration 33Q: 3 clusters Score -299682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -299682.125000 Penalty: 2571.656494
	Iteration 34Q: 3 clusters Score -299682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -299684.375000 Penalty: 2571.656494
	Iteration 35Q: 3 clusters Score -299684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -299684.375000 Penalty: 2571.656494
	Iteration 36Q: 3 clusters Score -299684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -299684.437500 Penalty: 2571.656494
	Iteration 37Q: 3 clusters Score -299684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -299685.125000 Penalty: 2571.656494
	Iteration 38Q: 3 clusters Score -299685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -299685.937500 Penalty: 2571.656494
	Iteration 39Q: 3 clusters Score -299685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -299686.625000 Penalty: 2571.656494
	Iteration 40F: 3 clusters Score -299686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -299687.625000 Penalty: 2571.656494
	Iteration 41Q: 3 clusters Score -299687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -299688.156250 Penalty: 2571.656494
	Iteration 42Q: 3 clusters Score -299688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -299688.718750 Penalty: 2571.656494
	Iteration 43Q: 3 clusters Score -299688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -299689.062500 Penalty: 2571.656494
	Iteration 44Q: 3 clusters Score -299689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -299689.406250 Penalty: 2571.656494
	Iteration 45Q: 3 clusters Score -299689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -299689.406250 Penalty: 2571.656494
	Iteration 46F: 3 clusters Score -299689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Entering Unmasked Estep 
Score: -4038419.500000 Penalty: 1715.048584
	Iteration 0F: 2 clusters Score -4038420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4012742.250000 Penalty: 3430.097168
	Iteration 0F: 3 clusters Score -4012742 nChanged 17859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4022711.500000 Penalty: 3430.097168
	Iteration 1F: 3 clusters Score -4022712 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4023216.500000 Penalty: 3430.097168
	Iteration 2Q: 3 clusters Score -4023216 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4023834.500000 Penalty: 3430.097168
	Iteration 3Q: 3 clusters Score -4023834 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4024630.500000 Penalty: 3430.097168
	Iteration 4Q: 3 clusters Score -4024630 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4025585.000000 Penalty: 3430.097168
	Iteration 5Q: 3 clusters Score -4025585 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4026647.250000 Penalty: 3430.097168
	Iteration 6F: 3 clusters Score -4026647 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4027834.250000 Penalty: 3430.097168
	Iteration 7F: 3 clusters Score -4027834 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4029072.000000 Penalty: 3430.097168
	Iteration 8F: 3 clusters Score -4029072 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4030234.500000 Penalty: 3430.097168
	Iteration 9Q: 3 clusters Score -4030234 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4031268.250000 Penalty: 3430.097168
	Iteration 10Q: 3 clusters Score -4031268 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4032050.750000 Penalty: 3430.097168
	Iteration 11Q: 3 clusters Score -4032051 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4032613.250000 Penalty: 3430.097168
	Iteration 12Q: 3 clusters Score -4032613 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4033055.750000 Penalty: 3430.097168
	Iteration 13Q: 3 clusters Score -4033056 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -4033438.750000 Penalty: 3430.097168
	Iteration 14Q: 3 clusters Score -4033439 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -4033827.750000 Penalty: 3430.097168
	Iteration 15Q: 3 clusters Score -4033828 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4034204.750000 Penalty: 3430.097168
	Iteration 16Q: 3 clusters Score -4034205 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4034579.500000 Penalty: 3430.097168
	Iteration 17Q: 3 clusters Score -4034580 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4034937.750000 Penalty: 3430.097168
	Iteration 18Q: 3 clusters Score -4034938 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4035317.250000 Penalty: 3430.097168
	Iteration 19Q: 3 clusters Score -4035317 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4035671.750000 Penalty: 3430.097168
	Iteration 20F: 3 clusters Score -4035672 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4035954.250000 Penalty: 3430.097168
	Iteration 21Q: 3 clusters Score -4035954 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4036168.500000 Penalty: 3430.097168
	Iteration 22Q: 3 clusters Score -4036168 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4036353.500000 Penalty: 3430.097168
	Iteration 23Q: 3 clusters Score -4036354 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4036465.250000 Penalty: 3430.097168
	Iteration 24Q: 3 clusters Score -4036465 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4036569.000000 Penalty: 3430.097168
	Iteration 25Q: 3 clusters Score -4036569 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4036664.000000 Penalty: 3430.097168
	Iteration 26Q: 3 clusters Score -4036664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4036725.000000 Penalty: 3430.097168
	Iteration 27Q: 3 clusters Score -4036725 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4036770.750000 Penalty: 3430.097168
	Iteration 28Q: 3 clusters Score -4036771 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4036821.250000 Penalty: 3430.097168
	Iteration 29Q: 3 clusters Score -4036821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4036842.250000 Penalty: 3430.097168
	Iteration 30Q: 3 clusters Score -4036842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4036864.500000 Penalty: 3430.097168
	Iteration 31Q: 3 clusters Score -4036864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4036873.500000 Penalty: 3430.097168
	Iteration 32Q: 3 clusters Score -4036874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4036905.500000 Penalty: 3430.097168
	Iteration 33Q: 3 clusters Score -4036906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4036911.500000 Penalty: 3430.097168
	Iteration 34Q: 3 clusters Score -4036912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4036926.250000 Penalty: 3430.097168
	Iteration 35Q: 3 clusters Score -4036926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4036922.000000 Penalty: 3430.097168
	Iteration 36Q: 3 clusters Score -4036922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4036927.500000 Penalty: 3430.097168
	Iteration 37Q: 3 clusters Score -4036928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4036944.500000 Penalty: 3430.097168
	Iteration 38Q: 3 clusters Score -4036944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4036950.000000 Penalty: 3430.097168
	Iteration 39Q: 3 clusters Score -4036950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4036954.250000 Penalty: 3430.097168
	Iteration 40F: 3 clusters Score -4036954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4036964.500000 Penalty: 3430.097168
	Iteration 41Q: 3 clusters Score -4036964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4036969.250000 Penalty: 3430.097168
	Iteration 42Q: 3 clusters Score -4036969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4036985.250000 Penalty: 3430.097168
	Iteration 43Q: 3 clusters Score -4036985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4036992.500000 Penalty: 3430.097168
	Iteration 44Q: 3 clusters Score -4036992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4036994.250000 Penalty: 3430.097168
	Iteration 45Q: 3 clusters Score -4036994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4036990.000000 Penalty: 3430.097168
	Iteration 46Q: 3 clusters Score -4036990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4036989.000000 Penalty: 3430.097168
	Iteration 47Q: 3 clusters Score -4036989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4036996.000000 Penalty: 3430.097168
	Iteration 48Q: 3 clusters Score -4036996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4036997.750000 Penalty: 3430.097168
	Iteration 49Q: 3 clusters Score -4036998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4036989.500000 Penalty: 3430.097168
	Iteration 50Q: 3 clusters Score -4036990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4036992.750000 Penalty: 3430.097168
	Iteration 51Q: 3 clusters Score -4036993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4036995.250000 Penalty: 3430.097168
	Iteration 52Q: 3 clusters Score -4036995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4036996.750000 Penalty: 3430.097168
	Iteration 53Q: 3 clusters Score -4036997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4036996.750000 Penalty: 3430.097168
	Iteration 54F: 3 clusters Score -4036997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Entering Unmasked Estep 
Score: -1039010.562500 Penalty: 1489.334229
	Iteration 0F: 2 clusters Score -1039011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1032177.562500 Penalty: 2978.668457
	Iteration 0F: 3 clusters Score -1032178 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1034444.250000 Penalty: 2978.668457
	Iteration 1F: 3 clusters Score -1034444 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1034650.375000 Penalty: 2978.668457
	Iteration 2F: 3 clusters Score -1034650 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1034838.500000 Penalty: 2978.668457
	Iteration 3Q: 3 clusters Score -1034838 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1035008.250000 Penalty: 2978.668457
	Iteration 4Q: 3 clusters Score -1035008 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1035168.062500 Penalty: 2978.668457
	Iteration 5Q: 3 clusters Score -1035168 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1035315.312500 Penalty: 2978.668457
	Iteration 6Q: 3 clusters Score -1035315 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1035467.062500 Penalty: 2978.668457
	Iteration 7Q: 3 clusters Score -1035467 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1035646.562500 Penalty: 2978.668457
	Iteration 8Q: 3 clusters Score -1035647 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1035821.500000 Penalty: 2978.668457
	Iteration 9Q: 3 clusters Score -1035822 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1036020.687500 Penalty: 2978.668457
	Iteration 10Q: 3 clusters Score -1036021 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1036230.187500 Penalty: 2978.668457
	Iteration 11Q: 3 clusters Score -1036230 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1036433.312500 Penalty: 2978.668457
	Iteration 12Q: 3 clusters Score -1036433 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1036612.687500 Penalty: 2978.668457
	Iteration 13Q: 3 clusters Score -1036613 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1036752.437500 Penalty: 2978.668457
	Iteration 14Q: 3 clusters Score -1036752 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1036850.187500 Penalty: 2978.668457
	Iteration 15Q: 3 clusters Score -1036850 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1036935.937500 Penalty: 2978.668457
	Iteration 16Q: 3 clusters Score -1036936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1037003.562500 Penalty: 2978.668457
	Iteration 17Q: 3 clusters Score -1037004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1037050.750000 Penalty: 2978.668457
	Iteration 18Q: 3 clusters Score -1037051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1037088.437500 Penalty: 2978.668457
	Iteration 19Q: 3 clusters Score -1037088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1037127.250000 Penalty: 2978.668457
	Iteration 20F: 3 clusters Score -1037127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1037166.875000 Penalty: 2978.668457
	Iteration 21Q: 3 clusters Score -1037167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1037204.125000 Penalty: 2978.668457
	Iteration 22Q: 3 clusters Score -1037204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1037232.562500 Penalty: 2978.668457
	Iteration 23Q: 3 clusters Score -1037233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1037250.937500 Penalty: 2978.668457
	Iteration 24Q: 3 clusters Score -1037251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1037277.187500 Penalty: 2978.668457
	Iteration 25Q: 3 clusters Score -1037277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1037295.812500 Penalty: 2978.668457
	Iteration 26Q: 3 clusters Score -1037296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1037313.687500 Penalty: 2978.668457
	Iteration 27Q: 3 clusters Score -1037314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1037334.187500 Penalty: 2978.668457
	Iteration 28Q: 3 clusters Score -1037334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1037351.500000 Penalty: 2978.668457
	Iteration 29Q: 3 clusters Score -1037352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1037361.437500 Penalty: 2978.668457
	Iteration 30Q: 3 clusters Score -1037361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1037372.625000 Penalty: 2978.668457
	Iteration 31Q: 3 clusters Score -1037373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1037383.812500 Penalty: 2978.668457
	Iteration 32Q: 3 clusters Score -1037384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1037397.937500 Penalty: 2978.668457
	Iteration 33Q: 3 clusters Score -1037398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1037419.187500 Penalty: 2978.668457
	Iteration 34Q: 3 clusters Score -1037419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1037435.750000 Penalty: 2978.668457
	Iteration 35Q: 3 clusters Score -1037436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1037453.250000 Penalty: 2978.668457
	Iteration 36Q: 3 clusters Score -1037453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1037474.500000 Penalty: 2978.668457
	Iteration 37Q: 3 clusters Score -1037474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1037484.062500 Penalty: 2978.668457
	Iteration 38Q: 3 clusters Score -1037484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1037503.937500 Penalty: 2978.668457
	Iteration 39Q: 3 clusters Score -1037504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1037523.687500 Penalty: 2978.668457
	Iteration 40F: 3 clusters Score -1037524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1037536.812500 Penalty: 2978.668457
	Iteration 41Q: 3 clusters Score -1037537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1037549.687500 Penalty: 2978.668457
	Iteration 42Q: 3 clusters Score -1037550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1037555.562500 Penalty: 2978.668457
	Iteration 43Q: 3 clusters Score -1037556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1037561.875000 Penalty: 2978.668457
	Iteration 44Q: 3 clusters Score -1037562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1037570.062500 Penalty: 2978.668457
	Iteration 45Q: 3 clusters Score -1037570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1037571.375000 Penalty: 2978.668457
	Iteration 46Q: 3 clusters Score -1037571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1037576.312500 Penalty: 2978.668457
	Iteration 47Q: 3 clusters Score -1037576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1037584.750000 Penalty: 2978.668457
	Iteration 48Q: 3 clusters Score -1037585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1037588.562500 Penalty: 2978.668457
	Iteration 49Q: 3 clusters Score -1037589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1037596.937500 Penalty: 2978.668457
	Iteration 50Q: 3 clusters Score -1037597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1037602.875000 Penalty: 2978.668457
	Iteration 51Q: 3 clusters Score -1037603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1037608.000000 Penalty: 2978.668457
	Iteration 52Q: 3 clusters Score -1037608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1037609.375000 Penalty: 2978.668457
	Iteration 53Q: 3 clusters Score -1037609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1037609.687500 Penalty: 2978.668457
	Iteration 54Q: 3 clusters Score -1037610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1037609.250000 Penalty: 2978.668457
	Iteration 55Q: 3 clusters Score -1037609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1037612.187500 Penalty: 2978.668457
	Iteration 56Q: 3 clusters Score -1037612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1037613.812500 Penalty: 2978.668457
	Iteration 57Q: 3 clusters Score -1037614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1037614.625000 Penalty: 2978.668457
	Iteration 58Q: 3 clusters Score -1037615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1037619.437500 Penalty: 2978.668457
	Iteration 59Q: 3 clusters Score -1037619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1037624.187500 Penalty: 2978.668457
	Iteration 60F: 3 clusters Score -1037624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1037626.500000 Penalty: 2978.668457
	Iteration 61Q: 3 clusters Score -1037626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1037628.375000 Penalty: 2978.668457
	Iteration 62Q: 3 clusters Score -1037628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1037629.187500 Penalty: 2978.668457
	Iteration 63Q: 3 clusters Score -1037629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1037630.687500 Penalty: 2978.668457
	Iteration 64Q: 3 clusters Score -1037631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1037634.500000 Penalty: 2978.668457
	Iteration 65Q: 3 clusters Score -1037634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1037638.687500 Penalty: 2978.668457
	Iteration 66Q: 3 clusters Score -1037639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1037640.625000 Penalty: 2978.668457
	Iteration 67Q: 3 clusters Score -1037641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1037643.562500 Penalty: 2978.668457
	Iteration 68Q: 3 clusters Score -1037644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1037650.000000 Penalty: 2978.668457
	Iteration 69Q: 3 clusters Score -1037650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1037650.687500 Penalty: 2978.668457
	Iteration 70Q: 3 clusters Score -1037651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1037654.687500 Penalty: 2978.668457
	Iteration 71Q: 3 clusters Score -1037655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1037656.125000 Penalty: 2978.668457
	Iteration 72Q: 3 clusters Score -1037656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1037658.562500 Penalty: 2978.668457
	Iteration 73Q: 3 clusters Score -1037659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1037659.562500 Penalty: 2978.668457
	Iteration 74Q: 3 clusters Score -1037660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1037660.500000 Penalty: 2978.668457
	Iteration 75Q: 3 clusters Score -1037660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1037661.062500 Penalty: 2978.668457
	Iteration 76Q: 3 clusters Score -1037661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1037662.437500 Penalty: 2978.668457
	Iteration 77Q: 3 clusters Score -1037662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1037661.562500 Penalty: 2978.668457
	Iteration 78Q: 3 clusters Score -1037662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1037663.062500 Penalty: 2978.668457
	Iteration 79Q: 3 clusters Score -1037663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1037662.187500 Penalty: 2978.668457
	Iteration 80F: 3 clusters Score -1037662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1037663.312500 Penalty: 2978.668457
	Iteration 81Q: 3 clusters Score -1037663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1037662.062500 Penalty: 2978.668457
	Iteration 82Q: 3 clusters Score -1037662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1037662.375000 Penalty: 2978.668457
	Iteration 83Q: 3 clusters Score -1037662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1037663.375000 Penalty: 2978.668457
	Iteration 84Q: 3 clusters Score -1037663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1037666.312500 Penalty: 2978.668457
	Iteration 85Q: 3 clusters Score -1037666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1037669.125000 Penalty: 2978.668457
	Iteration 86Q: 3 clusters Score -1037669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1037671.375000 Penalty: 2978.668457
	Iteration 87Q: 3 clusters Score -1037671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1037673.750000 Penalty: 2978.668457
	Iteration 88Q: 3 clusters Score -1037674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1037677.437500 Penalty: 2978.668457
	Iteration 89Q: 3 clusters Score -1037677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1037681.562500 Penalty: 2978.668457
	Iteration 90Q: 3 clusters Score -1037682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1037682.437500 Penalty: 2978.668457
	Iteration 91Q: 3 clusters Score -1037682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1037684.812500 Penalty: 2978.668457
	Iteration 92Q: 3 clusters Score -1037685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1037684.500000 Penalty: 2978.668457
	Iteration 93Q: 3 clusters Score -1037684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1037693.062500 Penalty: 2978.668457
	Iteration 94Q: 3 clusters Score -1037693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1037694.875000 Penalty: 2978.668457
	Iteration 95Q: 3 clusters Score -1037695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1037699.687500 Penalty: 2978.668457
	Iteration 96Q: 3 clusters Score -1037700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1037707.937500 Penalty: 2978.668457
	Iteration 97Q: 3 clusters Score -1037708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1037711.375000 Penalty: 2978.668457
	Iteration 98Q: 3 clusters Score -1037711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1037714.687500 Penalty: 2978.668457
	Iteration 99Q: 3 clusters Score -1037715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1037722.625000 Penalty: 2978.668457
	Iteration 100F: 3 clusters Score -1037723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1037728.875000 Penalty: 2978.668457
	Iteration 101Q: 3 clusters Score -1037729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1037733.500000 Penalty: 2978.668457
	Iteration 102Q: 3 clusters Score -1037734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1037739.000000 Penalty: 2978.668457
	Iteration 103Q: 3 clusters Score -1037739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1037746.062500 Penalty: 2978.668457
	Iteration 104Q: 3 clusters Score -1037746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1037752.437500 Penalty: 2978.668457
	Iteration 105Q: 3 clusters Score -1037752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1037759.312500 Penalty: 2978.668457
	Iteration 106Q: 3 clusters Score -1037759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1037765.250000 Penalty: 2978.668457
	Iteration 107Q: 3 clusters Score -1037765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1037767.750000 Penalty: 2978.668457
	Iteration 108Q: 3 clusters Score -1037768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1037767.625000 Penalty: 2978.668457
	Iteration 109Q: 3 clusters Score -1037768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1037771.625000 Penalty: 2978.668457
	Iteration 110Q: 3 clusters Score -1037772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1037773.812500 Penalty: 2978.668457
	Iteration 111Q: 3 clusters Score -1037774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1037779.562500 Penalty: 2978.668457
	Iteration 112Q: 3 clusters Score -1037780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1037784.187500 Penalty: 2978.668457
	Iteration 113Q: 3 clusters Score -1037784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1037790.000000 Penalty: 2978.668457
	Iteration 114Q: 3 clusters Score -1037790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1037791.937500 Penalty: 2978.668457
	Iteration 115Q: 3 clusters Score -1037792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1037796.812500 Penalty: 2978.668457
	Iteration 116Q: 3 clusters Score -1037797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1037799.562500 Penalty: 2978.668457
	Iteration 117Q: 3 clusters Score -1037800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1037804.625000 Penalty: 2978.668457
	Iteration 118Q: 3 clusters Score -1037805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1037806.250000 Penalty: 2978.668457
	Iteration 119Q: 3 clusters Score -1037806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1037809.187500 Penalty: 2978.668457
	Iteration 120F: 3 clusters Score -1037809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1037814.750000 Penalty: 2978.668457
	Iteration 121Q: 3 clusters Score -1037815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1037819.625000 Penalty: 2978.668457
	Iteration 122Q: 3 clusters Score -1037820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1037824.437500 Penalty: 2978.668457
	Iteration 123Q: 3 clusters Score -1037824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1037825.625000 Penalty: 2978.668457
	Iteration 124Q: 3 clusters Score -1037826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1037825.625000 Penalty: 2978.668457
	Iteration 125Q: 3 clusters Score -1037826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1037829.250000 Penalty: 2978.668457
	Iteration 126Q: 3 clusters Score -1037829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1037829.687500 Penalty: 2978.668457
	Iteration 127Q: 3 clusters Score -1037830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1037829.687500 Penalty: 2978.668457
	Iteration 128F: 3 clusters Score -1037830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Entering Unmasked Estep 
Score: -2752007.000000 Penalty: 1655.487183
	Iteration 0F: 2 clusters Score -2752007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2734040.250000 Penalty: 3310.974365
	Iteration 0F: 3 clusters Score -2734040 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2740527.000000 Penalty: 3310.974365
	Iteration 1F: 3 clusters Score -2740527 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2740845.500000 Penalty: 3310.974365
	Iteration 2Q: 3 clusters Score -2740846 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2741144.500000 Penalty: 3310.974365
	Iteration 3Q: 3 clusters Score -2741144 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2741450.500000 Penalty: 3310.974365
	Iteration 4Q: 3 clusters Score -2741450 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2741799.750000 Penalty: 3310.974365
	Iteration 5Q: 3 clusters Score -2741800 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2742313.500000 Penalty: 3310.974365
	Iteration 6Q: 3 clusters Score -2742314 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2743117.750000 Penalty: 3310.974365
	Iteration 7F: 3 clusters Score -2743118 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2744413.500000 Penalty: 3310.974365
	Iteration 8F: 3 clusters Score -2744414 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2746059.000000 Penalty: 3310.974365
	Iteration 9F: 3 clusters Score -2746059 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2747767.500000 Penalty: 3310.974365
	Iteration 10F: 3 clusters Score -2747768 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2749052.250000 Penalty: 3310.974365
	Iteration 11F: 3 clusters Score -2749052 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2750043.500000 Penalty: 3310.974365
	Iteration 12Q: 3 clusters Score -2750044 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2750778.250000 Penalty: 3310.974365
	Iteration 13Q: 3 clusters Score -2750778 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2751081.000000 Penalty: 3310.974365
	Iteration 14Q: 3 clusters Score -2751081 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2751196.750000 Penalty: 3310.974365
	Iteration 15Q: 3 clusters Score -2751197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2751236.750000 Penalty: 3310.974365
	Iteration 16Q: 3 clusters Score -2751237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2751261.000000 Penalty: 3310.974365
	Iteration 17Q: 3 clusters Score -2751261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2751276.000000 Penalty: 3310.974365
	Iteration 18Q: 3 clusters Score -2751276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2751281.500000 Penalty: 3310.974365
	Iteration 19Q: 3 clusters Score -2751282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2751286.250000 Penalty: 3310.974365
	Iteration 20F: 3 clusters Score -2751286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2751285.000000 Penalty: 3310.974365
	Iteration 21Q: 3 clusters Score -2751285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2751287.250000 Penalty: 3310.974365
	Iteration 22Q: 3 clusters Score -2751287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2751292.000000 Penalty: 3310.974365
	Iteration 23Q: 3 clusters Score -2751292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2751289.250000 Penalty: 3310.974365
	Iteration 24Q: 3 clusters Score -2751289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2751290.500000 Penalty: 3310.974365
	Iteration 25Q: 3 clusters Score -2751290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2751290.500000 Penalty: 3310.974365
	Iteration 26Q: 3 clusters Score -2751290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2751291.750000 Penalty: 3310.974365
	Iteration 27Q: 3 clusters Score -2751292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2751292.750000 Penalty: 3310.974365
	Iteration 28Q: 3 clusters Score -2751293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2751292.750000 Penalty: 3310.974365
	Iteration 29Q: 3 clusters Score -2751293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2751290.500000 Penalty: 3310.974365
	Iteration 30Q: 3 clusters Score -2751290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2751290.250000 Penalty: 3310.974365
	Iteration 31Q: 3 clusters Score -2751290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2751290.250000 Penalty: 3310.974365
	Iteration 32F: 3 clusters Score -2751290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -508973.781250 Penalty: 1371.761230
	Iteration 0F: 2 clusters Score -508973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -505230.156250 Penalty: 2743.522461
	Iteration 0F: 3 clusters Score -505230.2 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -506279.437500 Penalty: 2743.522461
	Iteration 1F: 3 clusters Score -506279.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -506440.718750 Penalty: 2743.522461
	Iteration 2F: 3 clusters Score -506440.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -506550.843750 Penalty: 2743.522461
	Iteration 3Q: 3 clusters Score -506550.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -506641.062500 Penalty: 2743.522461
	Iteration 4Q: 3 clusters Score -506641.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -506724.312500 Penalty: 2743.522461
	Iteration 5Q: 3 clusters Score -506724.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -506785.843750 Penalty: 2743.522461
	Iteration 6Q: 3 clusters Score -506785.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -506844.312500 Penalty: 2743.522461
	Iteration 7Q: 3 clusters Score -506844.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -506903.312500 Penalty: 2743.522461
	Iteration 8Q: 3 clusters Score -506903.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -506964.718750 Penalty: 2743.522461
	Iteration 9Q: 3 clusters Score -506964.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -507031.625000 Penalty: 2743.522461
	Iteration 10Q: 3 clusters Score -507031.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -507108.937500 Penalty: 2743.522461
	Iteration 11Q: 3 clusters Score -507108.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -507182.968750 Penalty: 2743.522461
	Iteration 12Q: 3 clusters Score -507183 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -507243.625000 Penalty: 2743.522461
	Iteration 13Q: 3 clusters Score -507243.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -507300.531250 Penalty: 2743.522461
	Iteration 14Q: 3 clusters Score -507300.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -507347.156250 Penalty: 2743.522461
	Iteration 15Q: 3 clusters Score -507347.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -507387.968750 Penalty: 2743.522461
	Iteration 16Q: 3 clusters Score -507388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -507429.500000 Penalty: 2743.522461
	Iteration 17Q: 3 clusters Score -507429.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -507476.062500 Penalty: 2743.522461
	Iteration 18Q: 3 clusters Score -507476.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -507515.781250 Penalty: 2743.522461
	Iteration 19Q: 3 clusters Score -507515.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -507549.156250 Penalty: 2743.522461
	Iteration 20F: 3 clusters Score -507549.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -507588.687500 Penalty: 2743.522461
	Iteration 21Q: 3 clusters Score -507588.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -507618.250000 Penalty: 2743.522461
	Iteration 22Q: 3 clusters Score -507618.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -507648.000000 Penalty: 2743.522461
	Iteration 23Q: 3 clusters Score -507648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -507679.062500 Penalty: 2743.522461
	Iteration 24Q: 3 clusters Score -507679.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -507707.937500 Penalty: 2743.522461
	Iteration 25Q: 3 clusters Score -507707.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -507731.000000 Penalty: 2743.522461
	Iteration 26Q: 3 clusters Score -507731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -507748.281250 Penalty: 2743.522461
	Iteration 27Q: 3 clusters Score -507748.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -507770.875000 Penalty: 2743.522461
	Iteration 28Q: 3 clusters Score -507770.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -507788.093750 Penalty: 2743.522461
	Iteration 29Q: 3 clusters Score -507788.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -507801.531250 Penalty: 2743.522461
	Iteration 30Q: 3 clusters Score -507801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -507811.312500 Penalty: 2743.522461
	Iteration 31Q: 3 clusters Score -507811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -507813.437500 Penalty: 2743.522461
	Iteration 32Q: 3 clusters Score -507813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -507817.968750 Penalty: 2743.522461
	Iteration 33Q: 3 clusters Score -507818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -507823.750000 Penalty: 2743.522461
	Iteration 34Q: 3 clusters Score -507823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -507828.125000 Penalty: 2743.522461
	Iteration 35Q: 3 clusters Score -507828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -507832.750000 Penalty: 2743.522461
	Iteration 36Q: 3 clusters Score -507832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -507833.562500 Penalty: 2743.522461
	Iteration 37Q: 3 clusters Score -507833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -507834.312500 Penalty: 2743.522461
	Iteration 38Q: 3 clusters Score -507834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -507835.593750 Penalty: 2743.522461
	Iteration 39Q: 3 clusters Score -507835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -507839.187500 Penalty: 2743.522461
	Iteration 40F: 3 clusters Score -507839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -507841.500000 Penalty: 2743.522461
	Iteration 41Q: 3 clusters Score -507841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -507843.312500 Penalty: 2743.522461
	Iteration 42Q: 3 clusters Score -507843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -507845.125000 Penalty: 2743.522461
	Iteration 43Q: 3 clusters Score -507845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -507847.625000 Penalty: 2743.522461
	Iteration 44Q: 3 clusters Score -507847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -507851.718750 Penalty: 2743.522461
	Iteration 45Q: 3 clusters Score -507851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -507853.468750 Penalty: 2743.522461
	Iteration 46Q: 3 clusters Score -507853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -507853.906250 Penalty: 2743.522461
	Iteration 47Q: 3 clusters Score -507853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -507854.000000 Penalty: 2743.522461
	Iteration 48Q: 3 clusters Score -507854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -507854.468750 Penalty: 2743.522461
	Iteration 49Q: 3 clusters Score -507854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -507854.468750 Penalty: 2743.522461
	Iteration 50F: 3 clusters Score -507854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -204424.265625 Penalty: 1225.867920
	Iteration 0F: 2 clusters Score -204424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -202382.265625 Penalty: 2451.735840
	Iteration 0F: 3 clusters Score -202382.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -202825.593750 Penalty: 2451.735840
	Iteration 1F: 3 clusters Score -202825.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -202944.906250 Penalty: 2451.735840
	Iteration 2F: 3 clusters Score -202944.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -203007.078125 Penalty: 2451.735840
	Iteration 3Q: 3 clusters Score -203007.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203048.937500 Penalty: 2451.735840
	Iteration 4Q: 3 clusters Score -203048.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -203073.312500 Penalty: 2451.735840
	Iteration 5Q: 3 clusters Score -203073.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -203099.718750 Penalty: 2451.735840
	Iteration 6Q: 3 clusters Score -203099.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -203120.468750 Penalty: 2451.735840
	Iteration 7Q: 3 clusters Score -203120.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -203135.375000 Penalty: 2451.735840
	Iteration 8Q: 3 clusters Score -203135.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -203148.656250 Penalty: 2451.735840
	Iteration 9Q: 3 clusters Score -203148.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -203166.312500 Penalty: 2451.735840
	Iteration 10Q: 3 clusters Score -203166.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -203182.796875 Penalty: 2451.735840
	Iteration 11Q: 3 clusters Score -203182.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -203194.421875 Penalty: 2451.735840
	Iteration 12Q: 3 clusters Score -203194.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -203204.437500 Penalty: 2451.735840
	Iteration 13Q: 3 clusters Score -203204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -203211.875000 Penalty: 2451.735840
	Iteration 14Q: 3 clusters Score -203211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -203219.500000 Penalty: 2451.735840
	Iteration 15Q: 3 clusters Score -203219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -203222.671875 Penalty: 2451.735840
	Iteration 16Q: 3 clusters Score -203222.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -203223.734375 Penalty: 2451.735840
	Iteration 17Q: 3 clusters Score -203223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -203223.703125 Penalty: 2451.735840
	Iteration 18Q: 3 clusters Score -203223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -203223.703125 Penalty: 2451.735840
	Iteration 19F: 3 clusters Score -203223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Entering Unmasked Estep 
Score: -936899.562500 Penalty: 1483.413208
	Iteration 0F: 2 clusters Score -936899.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -930202.625000 Penalty: 2966.826416
	Iteration 0F: 3 clusters Score -930202.6 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -932390.125000 Penalty: 2966.826416
	Iteration 1F: 3 clusters Score -932390.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -932758.187500 Penalty: 2966.826416
	Iteration 2F: 3 clusters Score -932758.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -933194.312500 Penalty: 2966.826416
	Iteration 3F: 3 clusters Score -933194.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -933699.062500 Penalty: 2966.826416
	Iteration 4F: 3 clusters Score -933699.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -934287.250000 Penalty: 2966.826416
	Iteration 5F: 3 clusters Score -934287.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -934872.437500 Penalty: 2966.826416
	Iteration 6F: 3 clusters Score -934872.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -935366.937500 Penalty: 2966.826416
	Iteration 7F: 3 clusters Score -935366.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -935715.562500 Penalty: 2966.826416
	Iteration 8F: 3 clusters Score -935715.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -935959.937500 Penalty: 2966.826416
	Iteration 9Q: 3 clusters Score -935959.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -936119.250000 Penalty: 2966.826416
	Iteration 10Q: 3 clusters Score -936119.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -936221.625000 Penalty: 2966.826416
	Iteration 11Q: 3 clusters Score -936221.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -936287.625000 Penalty: 2966.826416
	Iteration 12Q: 3 clusters Score -936287.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -936348.875000 Penalty: 2966.826416
	Iteration 13Q: 3 clusters Score -936348.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -936399.937500 Penalty: 2966.826416
	Iteration 14Q: 3 clusters Score -936399.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -936452.812500 Penalty: 2966.826416
	Iteration 15Q: 3 clusters Score -936452.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -936491.437500 Penalty: 2966.826416
	Iteration 16Q: 3 clusters Score -936491.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -936531.250000 Penalty: 2966.826416
	Iteration 17Q: 3 clusters Score -936531.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -936561.125000 Penalty: 2966.826416
	Iteration 18Q: 3 clusters Score -936561.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -936588.687500 Penalty: 2966.826416
	Iteration 19Q: 3 clusters Score -936588.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -936617.750000 Penalty: 2966.826416
	Iteration 20F: 3 clusters Score -936617.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -936644.875000 Penalty: 2966.826416
	Iteration 21Q: 3 clusters Score -936644.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -936676.187500 Penalty: 2966.826416
	Iteration 22Q: 3 clusters Score -936676.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -936706.687500 Penalty: 2966.826416
	Iteration 23Q: 3 clusters Score -936706.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -936728.625000 Penalty: 2966.826416
	Iteration 24Q: 3 clusters Score -936728.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -936749.750000 Penalty: 2966.826416
	Iteration 25Q: 3 clusters Score -936749.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -936765.312500 Penalty: 2966.826416
	Iteration 26Q: 3 clusters Score -936765.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -936777.250000 Penalty: 2966.826416
	Iteration 27Q: 3 clusters Score -936777.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -936784.687500 Penalty: 2966.826416
	Iteration 28Q: 3 clusters Score -936784.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -936792.812500 Penalty: 2966.826416
	Iteration 29Q: 3 clusters Score -936792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -936794.437500 Penalty: 2966.826416
	Iteration 30Q: 3 clusters Score -936794.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -936797.875000 Penalty: 2966.826416
	Iteration 31Q: 3 clusters Score -936797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -936802.062500 Penalty: 2966.826416
	Iteration 32Q: 3 clusters Score -936802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -936805.500000 Penalty: 2966.826416
	Iteration 33Q: 3 clusters Score -936805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -936803.750000 Penalty: 2966.826416
	Iteration 34Q: 3 clusters Score -936803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -936804.625000 Penalty: 2966.826416
	Iteration 35Q: 3 clusters Score -936804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -936805.562500 Penalty: 2966.826416
	Iteration 36Q: 3 clusters Score -936805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -936806.500000 Penalty: 2966.826416
	Iteration 37Q: 3 clusters Score -936806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -936806.500000 Penalty: 2966.826416
	Iteration 38F: 3 clusters Score -936806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -141291.500000 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -141291.5 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 777 members 
Entering Unmasked Estep 
Score: -139495.031250 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -139495 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -139868.125000 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -139868.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -139984.734375 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -139984.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -140045.515625 Penalty: 2370.672607
	Iteration 3Q: 3 clusters Score -140045.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140092.984375 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -140093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -140126.421875 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -140126.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140163.718750 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -140163.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140191.703125 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -140191.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -140229.875000 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -140229.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -140257.765625 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -140257.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -140279.812500 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -140279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -140292.890625 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -140292.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -140304.765625 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -140304.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -140319.171875 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -140319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -140331.140625 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -140331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -140337.812500 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -140337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -140342.671875 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -140342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -140346.421875 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -140346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -140349.281250 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -140349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -140350.250000 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -140350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -140352.406250 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -140352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140353.812500 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -140353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140354.203125 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -140354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140354.203125 Penalty: 2370.672607
	Iteration 23F: 3 clusters Score -140354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Entering Unmasked Estep 
Score: -5445635.500000 Penalty: 1766.278442
	Iteration 0F: 2 clusters Score -5445636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5410646.500000 Penalty: 3532.556885
	Iteration 0F: 3 clusters Score -5410646 nChanged 24734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5425096.500000 Penalty: 3532.556885
	Iteration 1F: 3 clusters Score -5425096 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5426402.000000 Penalty: 3532.556885
	Iteration 2F: 3 clusters Score -5426402 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5428108.500000 Penalty: 3532.556885
	Iteration 3F: 3 clusters Score -5428108 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5430240.000000 Penalty: 3532.556885
	Iteration 4F: 3 clusters Score -5430240 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -5432518.500000 Penalty: 3532.556885
	Iteration 5F: 3 clusters Score -5432518 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -5434652.000000 Penalty: 3532.556885
	Iteration 6F: 3 clusters Score -5434652 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -5436390.000000 Penalty: 3532.556885
	Iteration 7F: 3 clusters Score -5436390 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -5437801.000000 Penalty: 3532.556885
	Iteration 8Q: 3 clusters Score -5437801 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -5438671.500000 Penalty: 3532.556885
	Iteration 9Q: 3 clusters Score -5438672 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5439248.500000 Penalty: 3532.556885
	Iteration 10Q: 3 clusters Score -5439248 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5439725.500000 Penalty: 3532.556885
	Iteration 11Q: 3 clusters Score -5439726 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -5440111.500000 Penalty: 3532.556885
	Iteration 12Q: 3 clusters Score -5440112 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -5440454.500000 Penalty: 3532.556885
	Iteration 13Q: 3 clusters Score -5440454 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -5440682.500000 Penalty: 3532.556885
	Iteration 14Q: 3 clusters Score -5440682 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -5440934.000000 Penalty: 3532.556885
	Iteration 15Q: 3 clusters Score -5440934 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5441180.500000 Penalty: 3532.556885
	Iteration 16Q: 3 clusters Score -5441180 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5441460.000000 Penalty: 3532.556885
	Iteration 17Q: 3 clusters Score -5441460 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -5441754.000000 Penalty: 3532.556885
	Iteration 18Q: 3 clusters Score -5441754 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5442008.000000 Penalty: 3532.556885
	Iteration 19Q: 3 clusters Score -5442008 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5442267.500000 Penalty: 3532.556885
	Iteration 20F: 3 clusters Score -5442268 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5442524.000000 Penalty: 3532.556885
	Iteration 21Q: 3 clusters Score -5442524 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5442742.500000 Penalty: 3532.556885
	Iteration 22Q: 3 clusters Score -5442742 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5442992.000000 Penalty: 3532.556885
	Iteration 23Q: 3 clusters Score -5442992 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5443234.500000 Penalty: 3532.556885
	Iteration 24Q: 3 clusters Score -5443234 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5443446.000000 Penalty: 3532.556885
	Iteration 25Q: 3 clusters Score -5443446 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5443611.500000 Penalty: 3532.556885
	Iteration 26Q: 3 clusters Score -5443612 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5443763.000000 Penalty: 3532.556885
	Iteration 27Q: 3 clusters Score -5443763 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5443867.500000 Penalty: 3532.556885
	Iteration 28Q: 3 clusters Score -5443868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5443964.500000 Penalty: 3532.556885
	Iteration 29Q: 3 clusters Score -5443964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5444020.500000 Penalty: 3532.556885
	Iteration 30Q: 3 clusters Score -5444020 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5444096.000000 Penalty: 3532.556885
	Iteration 31Q: 3 clusters Score -5444096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5444150.000000 Penalty: 3532.556885
	Iteration 32Q: 3 clusters Score -5444150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5444206.500000 Penalty: 3532.556885
	Iteration 33Q: 3 clusters Score -5444206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5444249.000000 Penalty: 3532.556885
	Iteration 34Q: 3 clusters Score -5444249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5444275.000000 Penalty: 3532.556885
	Iteration 35Q: 3 clusters Score -5444275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5444286.000000 Penalty: 3532.556885
	Iteration 36Q: 3 clusters Score -5444286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5444318.000000 Penalty: 3532.556885
	Iteration 37Q: 3 clusters Score -5444318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5444338.500000 Penalty: 3532.556885
	Iteration 38Q: 3 clusters Score -5444338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5444344.000000 Penalty: 3532.556885
	Iteration 39Q: 3 clusters Score -5444344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5444371.000000 Penalty: 3532.556885
	Iteration 40F: 3 clusters Score -5444371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5444376.500000 Penalty: 3532.556885
	Iteration 41Q: 3 clusters Score -5444376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5444380.500000 Penalty: 3532.556885
	Iteration 42Q: 3 clusters Score -5444380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5444383.000000 Penalty: 3532.556885
	Iteration 43Q: 3 clusters Score -5444383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5444400.500000 Penalty: 3532.556885
	Iteration 44Q: 3 clusters Score -5444400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5444403.500000 Penalty: 3532.556885
	Iteration 45Q: 3 clusters Score -5444404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5444409.000000 Penalty: 3532.556885
	Iteration 46Q: 3 clusters Score -5444409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5444416.000000 Penalty: 3532.556885
	Iteration 47Q: 3 clusters Score -5444416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5444423.000000 Penalty: 3532.556885
	Iteration 48Q: 3 clusters Score -5444423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5444428.500000 Penalty: 3532.556885
	Iteration 49Q: 3 clusters Score -5444428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5444431.500000 Penalty: 3532.556885
	Iteration 50Q: 3 clusters Score -5444432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5444429.500000 Penalty: 3532.556885
	Iteration 51Q: 3 clusters Score -5444430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5444447.500000 Penalty: 3532.556885
	Iteration 52Q: 3 clusters Score -5444448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5444444.000000 Penalty: 3532.556885
	Iteration 53Q: 3 clusters Score -5444444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5444443.000000 Penalty: 3532.556885
	Iteration 54Q: 3 clusters Score -5444443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5444440.500000 Penalty: 3532.556885
	Iteration 55Q: 3 clusters Score -5444440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5444439.500000 Penalty: 3532.556885
	Iteration 56Q: 3 clusters Score -5444440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5444444.500000 Penalty: 3532.556885
	Iteration 57Q: 3 clusters Score -5444444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5444444.000000 Penalty: 3532.556885
	Iteration 58Q: 3 clusters Score -5444444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5444442.500000 Penalty: 3532.556885
	Iteration 59Q: 3 clusters Score -5444442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5444442.500000 Penalty: 3532.556885
	Iteration 60F: 3 clusters Score -5444442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -826884.937500 Penalty: 1462.598511
	Iteration 0F: 2 clusters Score -826884.9 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 3995 members 
Entering Unmasked Estep 
Score: -820955.812500 Penalty: 2925.197021
	Iteration 0F: 3 clusters Score -820955.8 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -822804.250000 Penalty: 2925.197021
	Iteration 1F: 3 clusters Score -822804.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -823122.875000 Penalty: 2925.197021
	Iteration 2F: 3 clusters Score -823122.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -823444.750000 Penalty: 2925.197021
	Iteration 3F: 3 clusters Score -823444.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -823755.375000 Penalty: 2925.197021
	Iteration 4F: 3 clusters Score -823755.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -824060.437500 Penalty: 2925.197021
	Iteration 5F: 3 clusters Score -824060.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -824444.875000 Penalty: 2925.197021
	Iteration 6F: 3 clusters Score -824444.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -824868.875000 Penalty: 2925.197021
	Iteration 7F: 3 clusters Score -824868.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -825252.500000 Penalty: 2925.197021
	Iteration 8F: 3 clusters Score -825252.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -825586.437500 Penalty: 2925.197021
	Iteration 9Q: 3 clusters Score -825586.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -825843.875000 Penalty: 2925.197021
	Iteration 10Q: 3 clusters Score -825843.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -825992.937500 Penalty: 2925.197021
	Iteration 11Q: 3 clusters Score -825992.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -826063.500000 Penalty: 2925.197021
	Iteration 12Q: 3 clusters Score -826063.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -826098.437500 Penalty: 2925.197021
	Iteration 13Q: 3 clusters Score -826098.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -826124.437500 Penalty: 2925.197021
	Iteration 14Q: 3 clusters Score -826124.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -826141.125000 Penalty: 2925.197021
	Iteration 15Q: 3 clusters Score -826141.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -826152.750000 Penalty: 2925.197021
	Iteration 16Q: 3 clusters Score -826152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -826164.000000 Penalty: 2925.197021
	Iteration 17Q: 3 clusters Score -826164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -826171.125000 Penalty: 2925.197021
	Iteration 18Q: 3 clusters Score -826171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -826171.250000 Penalty: 2925.197021
	Iteration 19Q: 3 clusters Score -826171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -826176.000000 Penalty: 2925.197021
	Iteration 20F: 3 clusters Score -826176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -826180.000000 Penalty: 2925.197021
	Iteration 21Q: 3 clusters Score -826180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -826189.687500 Penalty: 2925.197021
	Iteration 22Q: 3 clusters Score -826189.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -826194.375000 Penalty: 2925.197021
	Iteration 23Q: 3 clusters Score -826194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -826196.937500 Penalty: 2925.197021
	Iteration 24Q: 3 clusters Score -826196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -826199.812500 Penalty: 2925.197021
	Iteration 25Q: 3 clusters Score -826199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -826199.812500 Penalty: 2925.197021
	Iteration 26Q: 3 clusters Score -826199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -826202.625000 Penalty: 2925.197021
	Iteration 27Q: 3 clusters Score -826202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -826203.562500 Penalty: 2925.197021
	Iteration 28Q: 3 clusters Score -826203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -826206.750000 Penalty: 2925.197021
	Iteration 29Q: 3 clusters Score -826206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -826209.250000 Penalty: 2925.197021
	Iteration 30Q: 3 clusters Score -826209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -826212.062500 Penalty: 2925.197021
	Iteration 31Q: 3 clusters Score -826212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -826212.250000 Penalty: 2925.197021
	Iteration 32Q: 3 clusters Score -826212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -826211.875000 Penalty: 2925.197021
	Iteration 33Q: 3 clusters Score -826211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -826212.625000 Penalty: 2925.197021
	Iteration 34Q: 3 clusters Score -826212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -826212.625000 Penalty: 2925.197021
	Iteration 35F: 3 clusters Score -826212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (89913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Entering Unmasked Estep 
Score: -9775769.000000 Penalty: 1853.572144
	Iteration 0F: 2 clusters Score -9775769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -9715563.000000 Penalty: 3707.144287
	Iteration 0F: 3 clusters Score -9715563 nChanged 42800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -9740114.000000 Penalty: 3707.144287
	Iteration 1F: 3 clusters Score -9740114 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -9740648.000000 Penalty: 3707.144287
	Iteration 2Q: 3 clusters Score -9740648 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -9741360.000000 Penalty: 3707.144287
	Iteration 3Q: 3 clusters Score -9741360 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -9742393.000000 Penalty: 3707.144287
	Iteration 4Q: 3 clusters Score -9742393 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -9744150.000000 Penalty: 3707.144287
	Iteration 5Q: 3 clusters Score -9744150 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -9747331.000000 Penalty: 3707.144287
	Iteration 6F: 3 clusters Score -9747331 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -9752288.000000 Penalty: 3707.144287
	Iteration 7F: 3 clusters Score -9752288 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -9758229.000000 Penalty: 3707.144287
	Iteration 8F: 3 clusters Score -9758229 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -9763869.000000 Penalty: 3707.144287
	Iteration 9F: 3 clusters Score -9763869 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -9768502.000000 Penalty: 3707.144287
	Iteration 10F: 3 clusters Score -9768502 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -9771470.000000 Penalty: 3707.144287
	Iteration 11Q: 3 clusters Score -9771470 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9772979.000000 Penalty: 3707.144287
	Iteration 12Q: 3 clusters Score -9772979 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9773514.000000 Penalty: 3707.144287
	Iteration 13Q: 3 clusters Score -9773514 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9773840.000000 Penalty: 3707.144287
	Iteration 14Q: 3 clusters Score -9773840 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9773982.000000 Penalty: 3707.144287
	Iteration 15Q: 3 clusters Score -9773982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9774046.000000 Penalty: 3707.144287
	Iteration 16Q: 3 clusters Score -9774046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9774072.000000 Penalty: 3707.144287
	Iteration 17Q: 3 clusters Score -9774072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9774091.000000 Penalty: 3707.144287
	Iteration 18Q: 3 clusters Score -9774091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9774105.000000 Penalty: 3707.144287
	Iteration 19Q: 3 clusters Score -9774105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9774110.000000 Penalty: 3707.144287
	Iteration 20F: 3 clusters Score -9774110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9774117.000000 Penalty: 3707.144287
	Iteration 21Q: 3 clusters Score -9774117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9774122.000000 Penalty: 3707.144287
	Iteration 22Q: 3 clusters Score -9774122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9774122.000000 Penalty: 3707.144287
	Iteration 23F: 3 clusters Score -9774122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Entering Unmasked Estep 
Score: -1406452.125000 Penalty: 1548.523560
	Iteration 0F: 2 clusters Score -1406452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1396885.375000 Penalty: 3097.047119
	Iteration 0F: 3 clusters Score -1396885 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1400140.750000 Penalty: 3097.047119
	Iteration 1F: 3 clusters Score -1400141 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1400450.500000 Penalty: 3097.047119
	Iteration 2F: 3 clusters Score -1400450 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1400721.625000 Penalty: 3097.047119
	Iteration 3Q: 3 clusters Score -1400722 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1401019.375000 Penalty: 3097.047119
	Iteration 4Q: 3 clusters Score -1401019 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1401371.875000 Penalty: 3097.047119
	Iteration 5Q: 3 clusters Score -1401372 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1401816.500000 Penalty: 3097.047119
	Iteration 6F: 3 clusters Score -1401816 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1402404.375000 Penalty: 3097.047119
	Iteration 7F: 3 clusters Score -1402404 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1403118.875000 Penalty: 3097.047119
	Iteration 8F: 3 clusters Score -1403119 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1403822.750000 Penalty: 3097.047119
	Iteration 9F: 3 clusters Score -1403823 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1404383.125000 Penalty: 3097.047119
	Iteration 10Q: 3 clusters Score -1404383 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1404771.625000 Penalty: 3097.047119
	Iteration 11Q: 3 clusters Score -1404772 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1404993.875000 Penalty: 3097.047119
	Iteration 12Q: 3 clusters Score -1404994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1405101.500000 Penalty: 3097.047119
	Iteration 13Q: 3 clusters Score -1405102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1405177.875000 Penalty: 3097.047119
	Iteration 14Q: 3 clusters Score -1405178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1405222.500000 Penalty: 3097.047119
	Iteration 15Q: 3 clusters Score -1405222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1405247.250000 Penalty: 3097.047119
	Iteration 16Q: 3 clusters Score -1405247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1405263.250000 Penalty: 3097.047119
	Iteration 17Q: 3 clusters Score -1405263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1405277.375000 Penalty: 3097.047119
	Iteration 18Q: 3 clusters Score -1405277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1405287.000000 Penalty: 3097.047119
	Iteration 19Q: 3 clusters Score -1405287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1405295.125000 Penalty: 3097.047119
	Iteration 20F: 3 clusters Score -1405295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1405299.000000 Penalty: 3097.047119
	Iteration 21Q: 3 clusters Score -1405299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1405302.000000 Penalty: 3097.047119
	Iteration 22Q: 3 clusters Score -1405302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1405307.125000 Penalty: 3097.047119
	Iteration 23Q: 3 clusters Score -1405307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1405313.250000 Penalty: 3097.047119
	Iteration 24Q: 3 clusters Score -1405313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1405315.750000 Penalty: 3097.047119
	Iteration 25Q: 3 clusters Score -1405316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1405315.625000 Penalty: 3097.047119
	Iteration 26Q: 3 clusters Score -1405316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1405323.125000 Penalty: 3097.047119
	Iteration 27Q: 3 clusters Score -1405323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1405327.125000 Penalty: 3097.047119
	Iteration 28Q: 3 clusters Score -1405327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1405328.750000 Penalty: 3097.047119
	Iteration 29Q: 3 clusters Score -1405329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1405328.750000 Penalty: 3097.047119
	Iteration 30F: 3 clusters Score -1405329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -265557.156250 Penalty: 1273.986938
	Iteration 0F: 2 clusters Score -265557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263109.968750 Penalty: 2547.973877
	Iteration 0F: 3 clusters Score -263110 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -263696.125000 Penalty: 2547.973877
	Iteration 1F: 3 clusters Score -263696.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -263901.812500 Penalty: 2547.973877
	Iteration 2F: 3 clusters Score -263901.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -264018.437500 Penalty: 2547.973877
	Iteration 3F: 3 clusters Score -264018.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -264096.062500 Penalty: 2547.973877
	Iteration 4Q: 3 clusters Score -264096.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -264147.875000 Penalty: 2547.973877
	Iteration 5Q: 3 clusters Score -264147.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -264181.218750 Penalty: 2547.973877
	Iteration 6Q: 3 clusters Score -264181.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -264204.000000 Penalty: 2547.973877
	Iteration 7Q: 3 clusters Score -264204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -264217.375000 Penalty: 2547.973877
	Iteration 8Q: 3 clusters Score -264217.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -264229.562500 Penalty: 2547.973877
	Iteration 9Q: 3 clusters Score -264229.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -264242.750000 Penalty: 2547.973877
	Iteration 10Q: 3 clusters Score -264242.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -264255.437500 Penalty: 2547.973877
	Iteration 11Q: 3 clusters Score -264255.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -264268.281250 Penalty: 2547.973877
	Iteration 12Q: 3 clusters Score -264268.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -264289.843750 Penalty: 2547.973877
	Iteration 13Q: 3 clusters Score -264289.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -264304.812500 Penalty: 2547.973877
	Iteration 14Q: 3 clusters Score -264304.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -264313.687500 Penalty: 2547.973877
	Iteration 15Q: 3 clusters Score -264313.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -264322.062500 Penalty: 2547.973877
	Iteration 16Q: 3 clusters Score -264322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -264329.656250 Penalty: 2547.973877
	Iteration 17Q: 3 clusters Score -264329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -264332.093750 Penalty: 2547.973877
	Iteration 18Q: 3 clusters Score -264332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -264334.156250 Penalty: 2547.973877
	Iteration 19Q: 3 clusters Score -264334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -264337.968750 Penalty: 2547.973877
	Iteration 20F: 3 clusters Score -264338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -264341.906250 Penalty: 2547.973877
	Iteration 21Q: 3 clusters Score -264341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -264347.125000 Penalty: 2547.973877
	Iteration 22Q: 3 clusters Score -264347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -264351.937500 Penalty: 2547.973877
	Iteration 23Q: 3 clusters Score -264351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -264356.812500 Penalty: 2547.973877
	Iteration 24Q: 3 clusters Score -264356.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -264364.375000 Penalty: 2547.973877
	Iteration 25Q: 3 clusters Score -264364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -264368.781250 Penalty: 2547.973877
	Iteration 26Q: 3 clusters Score -264368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -264374.406250 Penalty: 2547.973877
	Iteration 27Q: 3 clusters Score -264374.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -264382.375000 Penalty: 2547.973877
	Iteration 28Q: 3 clusters Score -264382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -264390.187500 Penalty: 2547.973877
	Iteration 29Q: 3 clusters Score -264390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -264395.156250 Penalty: 2547.973877
	Iteration 30Q: 3 clusters Score -264395.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -264402.406250 Penalty: 2547.973877
	Iteration 31Q: 3 clusters Score -264402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -264409.781250 Penalty: 2547.973877
	Iteration 32Q: 3 clusters Score -264409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -264415.937500 Penalty: 2547.973877
	Iteration 33Q: 3 clusters Score -264415.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -264424.593750 Penalty: 2547.973877
	Iteration 34Q: 3 clusters Score -264424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -264432.875000 Penalty: 2547.973877
	Iteration 35Q: 3 clusters Score -264432.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -264439.687500 Penalty: 2547.973877
	Iteration 36Q: 3 clusters Score -264439.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -264446.406250 Penalty: 2547.973877
	Iteration 37Q: 3 clusters Score -264446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -264453.093750 Penalty: 2547.973877
	Iteration 38Q: 3 clusters Score -264453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -264463.281250 Penalty: 2547.973877
	Iteration 39Q: 3 clusters Score -264463.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -264473.218750 Penalty: 2547.973877
	Iteration 40F: 3 clusters Score -264473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -264486.250000 Penalty: 2547.973877
	Iteration 41Q: 3 clusters Score -264486.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -264511.562500 Penalty: 2547.973877
	Iteration 42Q: 3 clusters Score -264511.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -264538.312500 Penalty: 2547.973877
	Iteration 43Q: 3 clusters Score -264538.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -264580.250000 Penalty: 2547.973877
	Iteration 44Q: 3 clusters Score -264580.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -264625.031250 Penalty: 2547.973877
	Iteration 45Q: 3 clusters Score -264625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -264674.875000 Penalty: 2547.973877
	Iteration 46Q: 3 clusters Score -264674.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -264736.843750 Penalty: 2547.973877
	Iteration 47Q: 3 clusters Score -264736.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -264793.843750 Penalty: 2547.973877
	Iteration 48Q: 3 clusters Score -264793.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -264841.875000 Penalty: 2547.973877
	Iteration 49Q: 3 clusters Score -264841.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -264887.593750 Penalty: 2547.973877
	Iteration 50Q: 3 clusters Score -264887.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -264924.968750 Penalty: 2547.973877
	Iteration 51Q: 3 clusters Score -264925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264951.250000 Penalty: 2547.973877
	Iteration 52Q: 3 clusters Score -264951.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -264968.343750 Penalty: 2547.973877
	Iteration 53Q: 3 clusters Score -264968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -264983.500000 Penalty: 2547.973877
	Iteration 54Q: 3 clusters Score -264983.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -265001.562500 Penalty: 2547.973877
	Iteration 55Q: 3 clusters Score -265001.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -265073.875000 Penalty: 2547.973877
	Iteration 56Q: 3 clusters Score -265073.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -265198.500000 Penalty: 2547.973877
	Iteration 57Q: 3 clusters Score -265198.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -265301.781250 Penalty: 2547.973877
	Iteration 58Q: 3 clusters Score -265301.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -265338.656250 Penalty: 2547.973877
	Iteration 59Q: 3 clusters Score -265338.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -265348.406250 Penalty: 2547.973877
	Iteration 60F: 3 clusters Score -265348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -265353.125000 Penalty: 2547.973877
	Iteration 61Q: 3 clusters Score -265353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -265355.562500 Penalty: 2547.973877
	Iteration 62Q: 3 clusters Score -265355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -265356.875000 Penalty: 2547.973877
	Iteration 63Q: 3 clusters Score -265356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -265357.343750 Penalty: 2547.973877
	Iteration 64Q: 3 clusters Score -265357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -265357.343750 Penalty: 2547.973877
	Iteration 65F: 3 clusters Score -265357.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -11250.789062 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -11250.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10589.388672 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -10589.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10680.274414 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -10680.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10741.615234 Penalty: 1680.407349
	Iteration 2F: 3 clusters Score -10741.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10759.890625 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -10759.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10760.925781 Penalty: 1680.407349
	Iteration 4Q: 3 clusters Score -10760.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10760.925781 Penalty: 1680.407349
	Iteration 5F: 3 clusters Score -10760.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -695937.937500 Penalty: 1430.385498
	Iteration 0F: 2 clusters Score -695937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -690872.125000 Penalty: 2860.770996
	Iteration 0F: 3 clusters Score -690872.1 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -692321.500000 Penalty: 2860.770996
	Iteration 1F: 3 clusters Score -692321.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -692539.125000 Penalty: 2860.770996
	Iteration 2F: 3 clusters Score -692539.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -692713.625000 Penalty: 2860.770996
	Iteration 3F: 3 clusters Score -692713.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -692884.750000 Penalty: 2860.770996
	Iteration 4Q: 3 clusters Score -692884.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -693047.500000 Penalty: 2860.770996
	Iteration 5Q: 3 clusters Score -693047.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -693212.937500 Penalty: 2860.770996
	Iteration 6Q: 3 clusters Score -693212.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -693382.687500 Penalty: 2860.770996
	Iteration 7Q: 3 clusters Score -693382.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -693567.875000 Penalty: 2860.770996
	Iteration 8Q: 3 clusters Score -693567.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -693741.750000 Penalty: 2860.770996
	Iteration 9Q: 3 clusters Score -693741.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -693922.187500 Penalty: 2860.770996
	Iteration 10Q: 3 clusters Score -693922.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -694104.937500 Penalty: 2860.770996
	Iteration 11Q: 3 clusters Score -694104.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -694296.875000 Penalty: 2860.770996
	Iteration 12Q: 3 clusters Score -694296.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -694472.000000 Penalty: 2860.770996
	Iteration 13Q: 3 clusters Score -694472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -694585.687500 Penalty: 2860.770996
	Iteration 14Q: 3 clusters Score -694585.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -694690.250000 Penalty: 2860.770996
	Iteration 15Q: 3 clusters Score -694690.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -694771.250000 Penalty: 2860.770996
	Iteration 16Q: 3 clusters Score -694771.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -694850.562500 Penalty: 2860.770996
	Iteration 17Q: 3 clusters Score -694850.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -694892.187500 Penalty: 2860.770996
	Iteration 18Q: 3 clusters Score -694892.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -694910.562500 Penalty: 2860.770996
	Iteration 19Q: 3 clusters Score -694910.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -694924.937500 Penalty: 2860.770996
	Iteration 20F: 3 clusters Score -694924.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -694942.562500 Penalty: 2860.770996
	Iteration 21Q: 3 clusters Score -694942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -694950.687500 Penalty: 2860.770996
	Iteration 22Q: 3 clusters Score -694950.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -694959.687500 Penalty: 2860.770996
	Iteration 23Q: 3 clusters Score -694959.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -694964.375000 Penalty: 2860.770996
	Iteration 24Q: 3 clusters Score -694964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -694971.875000 Penalty: 2860.770996
	Iteration 25Q: 3 clusters Score -694971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -694972.875000 Penalty: 2860.770996
	Iteration 26Q: 3 clusters Score -694972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -694977.562500 Penalty: 2860.770996
	Iteration 27Q: 3 clusters Score -694977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -694979.687500 Penalty: 2860.770996
	Iteration 28Q: 3 clusters Score -694979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -694982.750000 Penalty: 2860.770996
	Iteration 29Q: 3 clusters Score -694982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -694986.125000 Penalty: 2860.770996
	Iteration 30Q: 3 clusters Score -694986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -694988.687500 Penalty: 2860.770996
	Iteration 31Q: 3 clusters Score -694988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -694989.875000 Penalty: 2860.770996
	Iteration 32Q: 3 clusters Score -694989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -694989.875000 Penalty: 2860.770996
	Iteration 33F: 3 clusters Score -694989.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -132604.968750 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -132605 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 627 members 
Entering Unmasked Estep 
Score: -130981.101562 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -130981.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131294.718750 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -131294.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131403.109375 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -131403.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131466.781250 Penalty: 2320.904541
	Iteration 3F: 3 clusters Score -131466.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -131499.062500 Penalty: 2320.904541
	Iteration 4Q: 3 clusters Score -131499.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131518.546875 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -131518.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131536.125000 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -131536.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131555.906250 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -131555.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131569.437500 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -131569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131579.187500 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -131579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131591.265625 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -131591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -131603.953125 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -131604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131622.750000 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -131622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131646.500000 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -131646.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -131656.031250 Penalty: 2320.904541
	Iteration 14Q: 3 clusters Score -131656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -131662.000000 Penalty: 2320.904541
	Iteration 15Q: 3 clusters Score -131662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131667.562500 Penalty: 2320.904541
	Iteration 16Q: 3 clusters Score -131667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131670.234375 Penalty: 2320.904541
	Iteration 17Q: 3 clusters Score -131670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -131671.984375 Penalty: 2320.904541
	Iteration 18Q: 3 clusters Score -131672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131674.375000 Penalty: 2320.904541
	Iteration 19Q: 3 clusters Score -131674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -131675.984375 Penalty: 2320.904541
	Iteration 20F: 3 clusters Score -131676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -131679.156250 Penalty: 2320.904541
	Iteration 21Q: 3 clusters Score -131679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131683.812500 Penalty: 2320.904541
	Iteration 22Q: 3 clusters Score -131683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131685.062500 Penalty: 2320.904541
	Iteration 23Q: 3 clusters Score -131685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131686.968750 Penalty: 2320.904541
	Iteration 24Q: 3 clusters Score -131687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131688.718750 Penalty: 2320.904541
	Iteration 25Q: 3 clusters Score -131688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131689.296875 Penalty: 2320.904541
	Iteration 26Q: 3 clusters Score -131689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131691.687500 Penalty: 2320.904541
	Iteration 27Q: 3 clusters Score -131691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131692.781250 Penalty: 2320.904541
	Iteration 28Q: 3 clusters Score -131692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131693.218750 Penalty: 2320.904541
	Iteration 29Q: 3 clusters Score -131693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131693.937500 Penalty: 2320.904541
	Iteration 30Q: 3 clusters Score -131693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131694.843750 Penalty: 2320.904541
	Iteration 31Q: 3 clusters Score -131694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131694.843750 Penalty: 2320.904541
	Iteration 32F: 3 clusters Score -131694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Entering Unmasked Estep 
Score: -1092915.000000 Penalty: 1515.400635
	Iteration 0F: 2 clusters Score -1092915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1085109.875000 Penalty: 3030.801270
	Iteration 0F: 3 clusters Score -1085110 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1088257.250000 Penalty: 3030.801270
	Iteration 1F: 3 clusters Score -1088257 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1089083.000000 Penalty: 3030.801270
	Iteration 2F: 3 clusters Score -1089083 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1089939.750000 Penalty: 3030.801270
	Iteration 3F: 3 clusters Score -1089940 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1090763.375000 Penalty: 3030.801270
	Iteration 4F: 3 clusters Score -1090763 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1091473.500000 Penalty: 3030.801270
	Iteration 5F: 3 clusters Score -1091474 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1091965.875000 Penalty: 3030.801270
	Iteration 6F: 3 clusters Score -1091966 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1092237.750000 Penalty: 3030.801270
	Iteration 7Q: 3 clusters Score -1092238 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1092398.625000 Penalty: 3030.801270
	Iteration 8Q: 3 clusters Score -1092399 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1092502.625000 Penalty: 3030.801270
	Iteration 9Q: 3 clusters Score -1092503 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1092600.625000 Penalty: 3030.801270
	Iteration 10Q: 3 clusters Score -1092601 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1092658.375000 Penalty: 3030.801270
	Iteration 11Q: 3 clusters Score -1092658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1092690.125000 Penalty: 3030.801270
	Iteration 12Q: 3 clusters Score -1092690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1092712.250000 Penalty: 3030.801270
	Iteration 13Q: 3 clusters Score -1092712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1092730.000000 Penalty: 3030.801270
	Iteration 14Q: 3 clusters Score -1092730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1092734.375000 Penalty: 3030.801270
	Iteration 15Q: 3 clusters Score -1092734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1092739.625000 Penalty: 3030.801270
	Iteration 16Q: 3 clusters Score -1092740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1092746.375000 Penalty: 3030.801270
	Iteration 17Q: 3 clusters Score -1092746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1092749.500000 Penalty: 3030.801270
	Iteration 18Q: 3 clusters Score -1092750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1092754.125000 Penalty: 3030.801270
	Iteration 19Q: 3 clusters Score -1092754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1092754.375000 Penalty: 3030.801270
	Iteration 20F: 3 clusters Score -1092754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1092754.500000 Penalty: 3030.801270
	Iteration 21Q: 3 clusters Score -1092754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1092757.000000 Penalty: 3030.801270
	Iteration 22Q: 3 clusters Score -1092757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1092757.125000 Penalty: 3030.801270
	Iteration 23Q: 3 clusters Score -1092757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1092758.375000 Penalty: 3030.801270
	Iteration 24Q: 3 clusters Score -1092758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1092759.250000 Penalty: 3030.801270
	Iteration 25Q: 3 clusters Score -1092759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1092758.500000 Penalty: 3030.801270
	Iteration 26Q: 3 clusters Score -1092758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1092759.375000 Penalty: 3030.801270
	Iteration 27Q: 3 clusters Score -1092759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1092761.625000 Penalty: 3030.801270
	Iteration 28Q: 3 clusters Score -1092762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1092760.250000 Penalty: 3030.801270
	Iteration 29Q: 3 clusters Score -1092760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1092760.375000 Penalty: 3030.801270
	Iteration 30Q: 3 clusters Score -1092760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1092762.500000 Penalty: 3030.801270
	Iteration 31Q: 3 clusters Score -1092762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1092763.625000 Penalty: 3030.801270
	Iteration 32Q: 3 clusters Score -1092764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1092762.750000 Penalty: 3030.801270
	Iteration 33Q: 3 clusters Score -1092763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1092762.750000 Penalty: 3030.801270
	Iteration 34F: 3 clusters Score -1092763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -1001022.437500 Penalty: 1481.800659
	Iteration 0F: 2 clusters Score -1001022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -994361.687500 Penalty: 2963.601318
	Iteration 0F: 3 clusters Score -994361.7 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -996723.062500 Penalty: 2963.601318
	Iteration 1F: 3 clusters Score -996723.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -997118.937500 Penalty: 2963.601318
	Iteration 2F: 3 clusters Score -997118.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -997534.062500 Penalty: 2963.601318
	Iteration 3F: 3 clusters Score -997534.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -997954.000000 Penalty: 2963.601318
	Iteration 4F: 3 clusters Score -997954 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -998319.312500 Penalty: 2963.601318
	Iteration 5F: 3 clusters Score -998319.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -998633.375000 Penalty: 2963.601318
	Iteration 6Q: 3 clusters Score -998633.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -998907.000000 Penalty: 2963.601318
	Iteration 7Q: 3 clusters Score -998907 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -999112.875000 Penalty: 2963.601318
	Iteration 8Q: 3 clusters Score -999112.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -999239.375000 Penalty: 2963.601318
	Iteration 9Q: 3 clusters Score -999239.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -999316.875000 Penalty: 2963.601318
	Iteration 10Q: 3 clusters Score -999316.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -999379.937500 Penalty: 2963.601318
	Iteration 11Q: 3 clusters Score -999379.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -999435.687500 Penalty: 2963.601318
	Iteration 12Q: 3 clusters Score -999435.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -999480.937500 Penalty: 2963.601318
	Iteration 13Q: 3 clusters Score -999480.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -999527.125000 Penalty: 2963.601318
	Iteration 14Q: 3 clusters Score -999527.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -999554.625000 Penalty: 2963.601318
	Iteration 15Q: 3 clusters Score -999554.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -999581.250000 Penalty: 2963.601318
	Iteration 16Q: 3 clusters Score -999581.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -999590.500000 Penalty: 2963.601318
	Iteration 17Q: 3 clusters Score -999590.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -999600.437500 Penalty: 2963.601318
	Iteration 18Q: 3 clusters Score -999600.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -999615.687500 Penalty: 2963.601318
	Iteration 19Q: 3 clusters Score -999615.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -999630.375000 Penalty: 2963.601318
	Iteration 20F: 3 clusters Score -999630.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -999643.937500 Penalty: 2963.601318
	Iteration 21Q: 3 clusters Score -999643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -999656.062500 Penalty: 2963.601318
	Iteration 22Q: 3 clusters Score -999656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -999662.625000 Penalty: 2963.601318
	Iteration 23Q: 3 clusters Score -999662.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -999672.187500 Penalty: 2963.601318
	Iteration 24Q: 3 clusters Score -999672.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -999681.875000 Penalty: 2963.601318
	Iteration 25Q: 3 clusters Score -999681.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -999690.937500 Penalty: 2963.601318
	Iteration 26Q: 3 clusters Score -999690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -999698.125000 Penalty: 2963.601318
	Iteration 27Q: 3 clusters Score -999698.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -999701.937500 Penalty: 2963.601318
	Iteration 28Q: 3 clusters Score -999701.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -999705.875000 Penalty: 2963.601318
	Iteration 29Q: 3 clusters Score -999705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -999706.375000 Penalty: 2963.601318
	Iteration 30Q: 3 clusters Score -999706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -999709.687500 Penalty: 2963.601318
	Iteration 31Q: 3 clusters Score -999709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -999711.375000 Penalty: 2963.601318
	Iteration 32Q: 3 clusters Score -999711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -999712.750000 Penalty: 2963.601318
	Iteration 33Q: 3 clusters Score -999712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -999716.687500 Penalty: 2963.601318
	Iteration 34Q: 3 clusters Score -999716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -999719.812500 Penalty: 2963.601318
	Iteration 35Q: 3 clusters Score -999719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -999722.250000 Penalty: 2963.601318
	Iteration 36Q: 3 clusters Score -999722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -999726.812500 Penalty: 2963.601318
	Iteration 37Q: 3 clusters Score -999726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -999727.625000 Penalty: 2963.601318
	Iteration 38Q: 3 clusters Score -999727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -999728.687500 Penalty: 2963.601318
	Iteration 39Q: 3 clusters Score -999728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -999730.812500 Penalty: 2963.601318
	Iteration 40F: 3 clusters Score -999730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -999731.750000 Penalty: 2963.601318
	Iteration 41Q: 3 clusters Score -999731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -999732.312500 Penalty: 2963.601318
	Iteration 42Q: 3 clusters Score -999732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -999733.875000 Penalty: 2963.601318
	Iteration 43Q: 3 clusters Score -999733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -999735.375000 Penalty: 2963.601318
	Iteration 44Q: 3 clusters Score -999735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -999736.625000 Penalty: 2963.601318
	Iteration 45Q: 3 clusters Score -999736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -999738.125000 Penalty: 2963.601318
	Iteration 46Q: 3 clusters Score -999738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -999737.875000 Penalty: 2963.601318
	Iteration 47Q: 3 clusters Score -999737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -999738.562500 Penalty: 2963.601318
	Iteration 48Q: 3 clusters Score -999738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -999741.187500 Penalty: 2963.601318
	Iteration 49Q: 3 clusters Score -999741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -999743.437500 Penalty: 2963.601318
	Iteration 50Q: 3 clusters Score -999743.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -999745.687500 Penalty: 2963.601318
	Iteration 51Q: 3 clusters Score -999745.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -999751.875000 Penalty: 2963.601318
	Iteration 52Q: 3 clusters Score -999751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -999754.437500 Penalty: 2963.601318
	Iteration 53Q: 3 clusters Score -999754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -999756.062500 Penalty: 2963.601318
	Iteration 54Q: 3 clusters Score -999756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -999756.500000 Penalty: 2963.601318
	Iteration 55Q: 3 clusters Score -999756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -999756.500000 Penalty: 2963.601318
	Iteration 56F: 3 clusters Score -999756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -369038.906250 Penalty: 1341.951538
	Iteration 0F: 2 clusters Score -369038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -365772.718750 Penalty: 2683.903076
	Iteration 0F: 3 clusters Score -365772.7 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -366802.781250 Penalty: 2683.903076
	Iteration 1F: 3 clusters Score -366802.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -367353.062500 Penalty: 2683.903076
	Iteration 2F: 3 clusters Score -367353.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -367859.656250 Penalty: 2683.903076
	Iteration 3F: 3 clusters Score -367859.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -368312.843750 Penalty: 2683.903076
	Iteration 4F: 3 clusters Score -368312.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -368635.781250 Penalty: 2683.903076
	Iteration 5F: 3 clusters Score -368635.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -368865.281250 Penalty: 2683.903076
	Iteration 6F: 3 clusters Score -368865.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -369035.312500 Penalty: 2683.903076
	Iteration 7Q: 3 clusters Score -369035.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -369155.000000 Penalty: 2683.903076
	Iteration 8Q: 3 clusters Score -369155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -369215.312500 Penalty: 2683.903076
	Iteration 9Q: 3 clusters Score -369215.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -369232.343750 Penalty: 2683.903076
	Iteration 10Q: 3 clusters Score -369232.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -369236.562500 Penalty: 2683.903076
	Iteration 11Q: 3 clusters Score -369236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -369257.187500 Penalty: 2683.903076
	Iteration 12Q: 3 clusters Score -369257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -369267.687500 Penalty: 2683.903076
	Iteration 13Q: 3 clusters Score -369267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -369269.937500 Penalty: 2683.903076
	Iteration 14Q: 3 clusters Score -369269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -369270.125000 Penalty: 2683.903076
	Iteration 15Q: 3 clusters Score -369270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369270.843750 Penalty: 2683.903076
	Iteration 16Q: 3 clusters Score -369270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -369270.593750 Penalty: 2683.903076
	Iteration 17Q: 3 clusters Score -369270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -369271.656250 Penalty: 2683.903076
	Iteration 18Q: 3 clusters Score -369271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -369271.656250 Penalty: 2683.903076
	Iteration 19F: 3 clusters Score -369271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 1326 members 
Entering Unmasked Estep 
Score: -101030480.000000 Penalty: 94107.984375
Splitting cluster 20 changes total score from -101031344.000000 to -101030480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Entering Unmasked Estep 
Score: -807060.375000 Penalty: 1453.107422
	Iteration 0F: 2 clusters Score -807060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -801405.125000 Penalty: 2906.214844
	Iteration 0F: 3 clusters Score -801405.1 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -803155.562500 Penalty: 2906.214844
	Iteration 1F: 3 clusters Score -803155.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -803376.625000 Penalty: 2906.214844
	Iteration 2F: 3 clusters Score -803376.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -803546.437500 Penalty: 2906.214844
	Iteration 3Q: 3 clusters Score -803546.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -803715.750000 Penalty: 2906.214844
	Iteration 4Q: 3 clusters Score -803715.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -803903.062500 Penalty: 2906.214844
	Iteration 5Q: 3 clusters Score -803903.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -804106.250000 Penalty: 2906.214844
	Iteration 6Q: 3 clusters Score -804106.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -804283.062500 Penalty: 2906.214844
	Iteration 7Q: 3 clusters Score -804283.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -804432.562500 Penalty: 2906.214844
	Iteration 8Q: 3 clusters Score -804432.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -804577.562500 Penalty: 2906.214844
	Iteration 9Q: 3 clusters Score -804577.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -804720.375000 Penalty: 2906.214844
	Iteration 10Q: 3 clusters Score -804720.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -804849.375000 Penalty: 2906.214844
	Iteration 11Q: 3 clusters Score -804849.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -804979.812500 Penalty: 2906.214844
	Iteration 12Q: 3 clusters Score -804979.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -805071.062500 Penalty: 2906.214844
	Iteration 13Q: 3 clusters Score -805071.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -805137.250000 Penalty: 2906.214844
	Iteration 14Q: 3 clusters Score -805137.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -805194.312500 Penalty: 2906.214844
	Iteration 15Q: 3 clusters Score -805194.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -805247.125000 Penalty: 2906.214844
	Iteration 16Q: 3 clusters Score -805247.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -805287.375000 Penalty: 2906.214844
	Iteration 17Q: 3 clusters Score -805287.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -805319.000000 Penalty: 2906.214844
	Iteration 18Q: 3 clusters Score -805319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -805340.000000 Penalty: 2906.214844
	Iteration 19Q: 3 clusters Score -805340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -805354.375000 Penalty: 2906.214844
	Iteration 20F: 3 clusters Score -805354.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -805364.562500 Penalty: 2906.214844
	Iteration 21Q: 3 clusters Score -805364.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -805378.062500 Penalty: 2906.214844
	Iteration 22Q: 3 clusters Score -805378.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -805384.375000 Penalty: 2906.214844
	Iteration 23Q: 3 clusters Score -805384.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -805393.062500 Penalty: 2906.214844
	Iteration 24Q: 3 clusters Score -805393.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -805395.812500 Penalty: 2906.214844
	Iteration 25Q: 3 clusters Score -805395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -805398.625000 Penalty: 2906.214844
	Iteration 26Q: 3 clusters Score -805398.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -805402.000000 Penalty: 2906.214844
	Iteration 27Q: 3 clusters Score -805402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -805407.437500 Penalty: 2906.214844
	Iteration 28Q: 3 clusters Score -805407.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -805415.562500 Penalty: 2906.214844
	Iteration 29Q: 3 clusters Score -805415.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -805418.812500 Penalty: 2906.214844
	Iteration 30Q: 3 clusters Score -805418.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -805424.500000 Penalty: 2906.214844
	Iteration 31Q: 3 clusters Score -805424.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -805428.750000 Penalty: 2906.214844
	Iteration 32Q: 3 clusters Score -805428.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -805433.937500 Penalty: 2906.214844
	Iteration 33Q: 3 clusters Score -805433.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -805434.812500 Penalty: 2906.214844
	Iteration 34Q: 3 clusters Score -805434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -805438.000000 Penalty: 2906.214844
	Iteration 35Q: 3 clusters Score -805438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -805437.437500 Penalty: 2906.214844
	Iteration 36Q: 3 clusters Score -805437.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -805440.000000 Penalty: 2906.214844
	Iteration 37Q: 3 clusters Score -805440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -805441.187500 Penalty: 2906.214844
	Iteration 38Q: 3 clusters Score -805441.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -805442.062500 Penalty: 2906.214844
	Iteration 39Q: 3 clusters Score -805442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -805444.375000 Penalty: 2906.214844
	Iteration 40F: 3 clusters Score -805444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -805444.812500 Penalty: 2906.214844
	Iteration 41Q: 3 clusters Score -805444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -805444.187500 Penalty: 2906.214844
	Iteration 42Q: 3 clusters Score -805444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -805444.312500 Penalty: 2906.214844
	Iteration 43Q: 3 clusters Score -805444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -805445.250000 Penalty: 2906.214844
	Iteration 44Q: 3 clusters Score -805445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -805446.937500 Penalty: 2906.214844
	Iteration 45Q: 3 clusters Score -805446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -805446.187500 Penalty: 2906.214844
	Iteration 46Q: 3 clusters Score -805446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -805447.250000 Penalty: 2906.214844
	Iteration 47Q: 3 clusters Score -805447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -805447.250000 Penalty: 2906.214844
	Iteration 48F: 3 clusters Score -805447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -1073387.375000 Penalty: 1505.319092
	Iteration 0F: 2 clusters Score -1073387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1065921.375000 Penalty: 3010.638184
	Iteration 0F: 3 clusters Score -1065921 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1068432.875000 Penalty: 3010.638184
	Iteration 1F: 3 clusters Score -1068433 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1068790.750000 Penalty: 3010.638184
	Iteration 2F: 3 clusters Score -1068791 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1069180.750000 Penalty: 3010.638184
	Iteration 3F: 3 clusters Score -1069181 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1069630.500000 Penalty: 3010.638184
	Iteration 4F: 3 clusters Score -1069630 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1070127.000000 Penalty: 3010.638184
	Iteration 5F: 3 clusters Score -1070127 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1070620.625000 Penalty: 3010.638184
	Iteration 6F: 3 clusters Score -1070621 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1071037.250000 Penalty: 3010.638184
	Iteration 7F: 3 clusters Score -1071037 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1071391.000000 Penalty: 3010.638184
	Iteration 8Q: 3 clusters Score -1071391 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1071671.000000 Penalty: 3010.638184
	Iteration 9Q: 3 clusters Score -1071671 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1071871.500000 Penalty: 3010.638184
	Iteration 10Q: 3 clusters Score -1071872 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1071996.125000 Penalty: 3010.638184
	Iteration 11Q: 3 clusters Score -1071996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1072078.000000 Penalty: 3010.638184
	Iteration 12Q: 3 clusters Score -1072078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1072127.500000 Penalty: 3010.638184
	Iteration 13Q: 3 clusters Score -1072128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1072161.625000 Penalty: 3010.638184
	Iteration 14Q: 3 clusters Score -1072162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1072178.500000 Penalty: 3010.638184
	Iteration 15Q: 3 clusters Score -1072178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1072189.000000 Penalty: 3010.638184
	Iteration 16Q: 3 clusters Score -1072189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1072200.500000 Penalty: 3010.638184
	Iteration 17Q: 3 clusters Score -1072200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1072205.000000 Penalty: 3010.638184
	Iteration 18Q: 3 clusters Score -1072205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1072211.250000 Penalty: 3010.638184
	Iteration 19Q: 3 clusters Score -1072211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1072212.375000 Penalty: 3010.638184
	Iteration 20F: 3 clusters Score -1072212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1072218.000000 Penalty: 3010.638184
	Iteration 21Q: 3 clusters Score -1072218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1072220.000000 Penalty: 3010.638184
	Iteration 22Q: 3 clusters Score -1072220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1072219.250000 Penalty: 3010.638184
	Iteration 23Q: 3 clusters Score -1072219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1072221.875000 Penalty: 3010.638184
	Iteration 24Q: 3 clusters Score -1072222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1072223.375000 Penalty: 3010.638184
	Iteration 25Q: 3 clusters Score -1072223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1072224.250000 Penalty: 3010.638184
	Iteration 26Q: 3 clusters Score -1072224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1072225.625000 Penalty: 3010.638184
	Iteration 27Q: 3 clusters Score -1072226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1072228.125000 Penalty: 3010.638184
	Iteration 28Q: 3 clusters Score -1072228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1072228.500000 Penalty: 3010.638184
	Iteration 29Q: 3 clusters Score -1072228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1072228.500000 Penalty: 3010.638184
	Iteration 30F: 3 clusters Score -1072228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -215668.046875 Penalty: 1239.792114
	Iteration 0F: 2 clusters Score -215668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213532.968750 Penalty: 2479.584229
	Iteration 0F: 3 clusters Score -213533 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -214017.171875 Penalty: 2479.584229
	Iteration 1F: 3 clusters Score -214017.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -214160.390625 Penalty: 2479.584229
	Iteration 2F: 3 clusters Score -214160.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -214247.234375 Penalty: 2479.584229
	Iteration 3Q: 3 clusters Score -214247.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -214332.812500 Penalty: 2479.584229
	Iteration 4Q: 3 clusters Score -214332.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -214452.609375 Penalty: 2479.584229
	Iteration 5Q: 3 clusters Score -214452.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -214551.109375 Penalty: 2479.584229
	Iteration 6Q: 3 clusters Score -214551.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -214656.140625 Penalty: 2479.584229
	Iteration 7Q: 3 clusters Score -214656.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -214748.156250 Penalty: 2479.584229
	Iteration 8F: 3 clusters Score -214748.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -214819.125000 Penalty: 2479.584229
	Iteration 9Q: 3 clusters Score -214819.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -214870.453125 Penalty: 2479.584229
	Iteration 10Q: 3 clusters Score -214870.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -214908.953125 Penalty: 2479.584229
	Iteration 11Q: 3 clusters Score -214909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -214932.796875 Penalty: 2479.584229
	Iteration 12Q: 3 clusters Score -214932.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -214949.593750 Penalty: 2479.584229
	Iteration 13Q: 3 clusters Score -214949.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -214965.093750 Penalty: 2479.584229
	Iteration 14Q: 3 clusters Score -214965.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -214979.546875 Penalty: 2479.584229
	Iteration 15Q: 3 clusters Score -214979.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -214991.421875 Penalty: 2479.584229
	Iteration 16Q: 3 clusters Score -214991.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -215006.656250 Penalty: 2479.584229
	Iteration 17Q: 3 clusters Score -215006.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -215018.968750 Penalty: 2479.584229
	Iteration 18Q: 3 clusters Score -215019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215032.890625 Penalty: 2479.584229
	Iteration 19Q: 3 clusters Score -215032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -215045.046875 Penalty: 2479.584229
	Iteration 20F: 3 clusters Score -215045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -215057.187500 Penalty: 2479.584229
	Iteration 21Q: 3 clusters Score -215057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -215067.453125 Penalty: 2479.584229
	Iteration 22Q: 3 clusters Score -215067.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -215075.515625 Penalty: 2479.584229
	Iteration 23Q: 3 clusters Score -215075.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -215085.140625 Penalty: 2479.584229
	Iteration 24Q: 3 clusters Score -215085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -215090.687500 Penalty: 2479.584229
	Iteration 25Q: 3 clusters Score -215090.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -215094.031250 Penalty: 2479.584229
	Iteration 26Q: 3 clusters Score -215094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -215098.484375 Penalty: 2479.584229
	Iteration 27Q: 3 clusters Score -215098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -215103.546875 Penalty: 2479.584229
	Iteration 28Q: 3 clusters Score -215103.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215110.250000 Penalty: 2479.584229
	Iteration 29Q: 3 clusters Score -215110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215116.000000 Penalty: 2479.584229
	Iteration 30Q: 3 clusters Score -215116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -215126.125000 Penalty: 2479.584229
	Iteration 31Q: 3 clusters Score -215126.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -215133.968750 Penalty: 2479.584229
	Iteration 32Q: 3 clusters Score -215134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -215141.781250 Penalty: 2479.584229
	Iteration 33Q: 3 clusters Score -215141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -215147.906250 Penalty: 2479.584229
	Iteration 34Q: 3 clusters Score -215147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -215154.156250 Penalty: 2479.584229
	Iteration 35Q: 3 clusters Score -215154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -215159.406250 Penalty: 2479.584229
	Iteration 36Q: 3 clusters Score -215159.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215173.703125 Penalty: 2479.584229
	Iteration 37Q: 3 clusters Score -215173.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -215188.203125 Penalty: 2479.584229
	Iteration 38Q: 3 clusters Score -215188.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -215200.828125 Penalty: 2479.584229
	Iteration 39Q: 3 clusters Score -215200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215238.718750 Penalty: 2479.584229
	Iteration 40F: 3 clusters Score -215238.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -215342.156250 Penalty: 2479.584229
	Iteration 41Q: 3 clusters Score -215342.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -215489.671875 Penalty: 2479.584229
	Iteration 42Q: 3 clusters Score -215489.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -215533.187500 Penalty: 2479.584229
	Iteration 43Q: 3 clusters Score -215533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -215546.359375 Penalty: 2479.584229
	Iteration 44Q: 3 clusters Score -215546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -215549.515625 Penalty: 2479.584229
	Iteration 45Q: 3 clusters Score -215549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -215549.875000 Penalty: 2479.584229
	Iteration 46Q: 3 clusters Score -215549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -215551.687500 Penalty: 2479.584229
	Iteration 47Q: 3 clusters Score -215551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -215552.312500 Penalty: 2479.584229
	Iteration 48Q: 3 clusters Score -215552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -215553.390625 Penalty: 2479.584229
	Iteration 49Q: 3 clusters Score -215553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -215553.390625 Penalty: 2479.584229
	Iteration 50F: 3 clusters Score -215553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -71929.054688 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -71929.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70656.593750 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -70656.59 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70924.203125 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -70924.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71016.562500 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -71016.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71075.101562 Penalty: 2172.092285
	Iteration 3Q: 3 clusters Score -71075.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71139.976562 Penalty: 2172.092285
	Iteration 4Q: 3 clusters Score -71139.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -71169.453125 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -71169.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71200.773438 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -71200.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71214.070312 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -71214.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71219.648438 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -71219.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71226.445312 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -71226.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71235.945312 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -71235.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71241.109375 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -71241.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71244.656250 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -71244.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71245.359375 Penalty: 2172.092285
	Iteration 13Q: 3 clusters Score -71245.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71246.203125 Penalty: 2172.092285
	Iteration 14Q: 3 clusters Score -71246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71247.054688 Penalty: 2172.092285
	Iteration 15F: 3 clusters Score -71247.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71256.289062 Penalty: 2172.092285
	Iteration 16Q: 3 clusters Score -71256.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71257.437500 Penalty: 2172.092285
	Iteration 17Q: 3 clusters Score -71257.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71258.023438 Penalty: 2172.092285
	Iteration 18Q: 3 clusters Score -71258.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71258.718750 Penalty: 2172.092285
	Iteration 19Q: 3 clusters Score -71258.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71261.546875 Penalty: 2172.092285
	Iteration 20F: 3 clusters Score -71261.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121622 members 
Entering Unmasked Estep 
Score: -13146208.000000 Penalty: 1902.659424
	Iteration 0F: 2 clusters Score -1.314621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -13066306.000000 Penalty: 3805.318848
	Iteration 0F: 3 clusters Score -1.306631e+07 nChanged 58346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -13101084.000000 Penalty: 3805.318848
	Iteration 1F: 3 clusters Score -1.310108e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -13103139.000000 Penalty: 3805.318848
	Iteration 2Q: 3 clusters Score -1.310314e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -13106539.000000 Penalty: 3805.318848
	Iteration 3F: 3 clusters Score -1.310654e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -13112032.000000 Penalty: 3805.318848
	Iteration 4F: 3 clusters Score -1.311203e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -13119595.000000 Penalty: 3805.318848
	Iteration 5F: 3 clusters Score -1.31196e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -13127942.000000 Penalty: 3805.318848
	Iteration 6F: 3 clusters Score -1.312794e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110849 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -13135410.000000 Penalty: 3805.318848
	Iteration 7F: 3 clusters Score -1.313541e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -13140429.000000 Penalty: 3805.318848
	Iteration 8Q: 3 clusters Score -1.314043e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -13143141.000000 Penalty: 3805.318848
	Iteration 9Q: 3 clusters Score -1.314314e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13144108.000000 Penalty: 3805.318848
	Iteration 10Q: 3 clusters Score -1.314411e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13144380.000000 Penalty: 3805.318848
	Iteration 11Q: 3 clusters Score -1.314438e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121231 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13144511.000000 Penalty: 3805.318848
	Iteration 12Q: 3 clusters Score -1.314451e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121284 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13144584.000000 Penalty: 3805.318848
	Iteration 13Q: 3 clusters Score -1.314458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121318 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13144599.000000 Penalty: 3805.318848
	Iteration 14Q: 3 clusters Score -1.31446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121330 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13144625.000000 Penalty: 3805.318848
	Iteration 15Q: 3 clusters Score -1.314462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13144638.000000 Penalty: 3805.318848
	Iteration 16Q: 3 clusters Score -1.314464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13144635.000000 Penalty: 3805.318848
	Iteration 17Q: 3 clusters Score -1.314464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121336 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13144641.000000 Penalty: 3805.318848
	Iteration 18Q: 3 clusters Score -1.314464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121337 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13144644.000000 Penalty: 3805.318848
	Iteration 19Q: 3 clusters Score -1.314464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13144650.000000 Penalty: 3805.318848
	Iteration 20F: 3 clusters Score -1.314465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121332 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13144650.000000 Penalty: 3805.318848
	Iteration 21Q: 3 clusters Score -1.314465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13144652.000000 Penalty: 3805.318848
	Iteration 22Q: 3 clusters Score -1.314465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121337 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13144650.000000 Penalty: 3805.318848
	Iteration 23Q: 3 clusters Score -1.314465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13144654.000000 Penalty: 3805.318848
	Iteration 24Q: 3 clusters Score -1.314465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121340 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13144663.000000 Penalty: 3805.318848
	Iteration 25Q: 3 clusters Score -1.314466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121340 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13144663.000000 Penalty: 3805.318848
	Iteration 26F: 3 clusters Score -1.314466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Entering Unmasked Estep 
Score: -11190781.000000 Penalty: 1877.886475
	Iteration 0F: 2 clusters Score -1.119078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -11121363.000000 Penalty: 3755.772949
	Iteration 0F: 3 clusters Score -1.112136e+07 nChanged 50022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -11150894.000000 Penalty: 3755.772949
	Iteration 1F: 3 clusters Score -1.115089e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -11151819.000000 Penalty: 3755.772949
	Iteration 2Q: 3 clusters Score -1.115182e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -11152937.000000 Penalty: 3755.772949
	Iteration 3Q: 3 clusters Score -1.115294e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -11154399.000000 Penalty: 3755.772949
	Iteration 4Q: 3 clusters Score -1.11544e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -11156383.000000 Penalty: 3755.772949
	Iteration 5Q: 3 clusters Score -1.115638e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -11159462.000000 Penalty: 3755.772949
	Iteration 6Q: 3 clusters Score -1.115946e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -11163788.000000 Penalty: 3755.772949
	Iteration 7F: 3 clusters Score -1.116379e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -11169530.000000 Penalty: 3755.772949
	Iteration 8F: 3 clusters Score -1.116953e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -11175527.000000 Penalty: 3755.772949
	Iteration 9F: 3 clusters Score -1.117553e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -11180921.000000 Penalty: 3755.772949
	Iteration 10F: 3 clusters Score -1.118092e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -11184502.000000 Penalty: 3755.772949
	Iteration 11Q: 3 clusters Score -1.11845e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -11186668.000000 Penalty: 3755.772949
	Iteration 12Q: 3 clusters Score -1.118667e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -11187779.000000 Penalty: 3755.772949
	Iteration 13Q: 3 clusters Score -1.118778e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -11188376.000000 Penalty: 3755.772949
	Iteration 14Q: 3 clusters Score -1.118838e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -11188681.000000 Penalty: 3755.772949
	Iteration 15Q: 3 clusters Score -1.118868e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -11188886.000000 Penalty: 3755.772949
	Iteration 16Q: 3 clusters Score -1.118889e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -11188957.000000 Penalty: 3755.772949
	Iteration 17Q: 3 clusters Score -1.118896e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -11189021.000000 Penalty: 3755.772949
	Iteration 18Q: 3 clusters Score -1.118902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -11189075.000000 Penalty: 3755.772949
	Iteration 19Q: 3 clusters Score -1.118908e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -11189106.000000 Penalty: 3755.772949
	Iteration 20F: 3 clusters Score -1.118911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -11189125.000000 Penalty: 3755.772949
	Iteration 21Q: 3 clusters Score -1.118912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -11189140.000000 Penalty: 3755.772949
	Iteration 22Q: 3 clusters Score -1.118914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -11189162.000000 Penalty: 3755.772949
	Iteration 23Q: 3 clusters Score -1.118916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 103981 members 
Entering Unmasked Estep 
Score: -11189166.000000 Penalty: 3755.772949
	Iteration 24Q: 3 clusters Score -1.118917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -11189167.000000 Penalty: 3755.772949
	Iteration 25Q: 3 clusters Score -1.118917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -11189167.000000 Penalty: 3755.772949
	Iteration 26Q: 3 clusters Score -1.118917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -11189174.000000 Penalty: 3755.772949
	Iteration 27Q: 3 clusters Score -1.118917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -11189186.000000 Penalty: 3755.772949
	Iteration 28Q: 3 clusters Score -1.118919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -11189182.000000 Penalty: 3755.772949
	Iteration 29Q: 3 clusters Score -1.118918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -11189186.000000 Penalty: 3755.772949
	Iteration 30Q: 3 clusters Score -1.118919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -11189183.000000 Penalty: 3755.772949
	Iteration 31Q: 3 clusters Score -1.118918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -11189180.000000 Penalty: 3755.772949
	Iteration 32Q: 3 clusters Score -1.118918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -11189191.000000 Penalty: 3755.772949
	Iteration 33Q: 3 clusters Score -1.118919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -11189181.000000 Penalty: 3755.772949
	Iteration 34Q: 3 clusters Score -1.118918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -11189181.000000 Penalty: 3755.772949
	Iteration 35Q: 3 clusters Score -1.118918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -11189181.000000 Penalty: 3755.772949
	Iteration 36Q: 3 clusters Score -1.118918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -11189181.000000 Penalty: 3755.772949
	Iteration 37F: 3 clusters Score -1.118918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -17237.324219 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -17237.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16485.927734 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -16485.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16589.093750 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -16589.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16666.064453 Penalty: 1781.207642
	Iteration 2F: 3 clusters Score -16666.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16727.882812 Penalty: 1781.207642
	Iteration 3F: 3 clusters Score -16727.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16738.109375 Penalty: 1781.207642
	Iteration 4Q: 3 clusters Score -16738.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16761.218750 Penalty: 1781.207642
	Iteration 5Q: 3 clusters Score -16761.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16770.738281 Penalty: 1781.207642
	Iteration 6Q: 3 clusters Score -16770.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16770.738281 Penalty: 1781.207642
	Iteration 7F: 3 clusters Score -16770.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -1549497.750000 Penalty: 1566.623291
	Iteration 0F: 2 clusters Score -1549498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1538879.375000 Penalty: 3133.246582
	Iteration 0F: 3 clusters Score -1538879 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1542572.625000 Penalty: 3133.246582
	Iteration 1F: 3 clusters Score -1542573 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1542937.750000 Penalty: 3133.246582
	Iteration 2F: 3 clusters Score -1542938 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1543255.750000 Penalty: 3133.246582
	Iteration 3F: 3 clusters Score -1543256 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1543558.000000 Penalty: 3133.246582
	Iteration 4Q: 3 clusters Score -1543558 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1543845.000000 Penalty: 3133.246582
	Iteration 5Q: 3 clusters Score -1543845 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1544100.875000 Penalty: 3133.246582
	Iteration 6Q: 3 clusters Score -1544101 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1544365.125000 Penalty: 3133.246582
	Iteration 7Q: 3 clusters Score -1544365 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1544653.625000 Penalty: 3133.246582
	Iteration 8Q: 3 clusters Score -1544654 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1544972.375000 Penalty: 3133.246582
	Iteration 9Q: 3 clusters Score -1544972 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1545333.625000 Penalty: 3133.246582
	Iteration 10Q: 3 clusters Score -1545334 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1545749.375000 Penalty: 3133.246582
	Iteration 11Q: 3 clusters Score -1545749 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1546196.625000 Penalty: 3133.246582
	Iteration 12Q: 3 clusters Score -1546197 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1546665.875000 Penalty: 3133.246582
	Iteration 13Q: 3 clusters Score -1546666 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1547083.000000 Penalty: 3133.246582
	Iteration 14Q: 3 clusters Score -1547083 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1547399.500000 Penalty: 3133.246582
	Iteration 15Q: 3 clusters Score -1547400 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1547612.000000 Penalty: 3133.246582
	Iteration 16Q: 3 clusters Score -1547612 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1547821.250000 Penalty: 3133.246582
	Iteration 17Q: 3 clusters Score -1547821 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1547976.000000 Penalty: 3133.246582
	Iteration 18Q: 3 clusters Score -1547976 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1548102.000000 Penalty: 3133.246582
	Iteration 19Q: 3 clusters Score -1548102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1548174.375000 Penalty: 3133.246582
	Iteration 20F: 3 clusters Score -1548174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1548231.000000 Penalty: 3133.246582
	Iteration 21Q: 3 clusters Score -1548231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1548262.375000 Penalty: 3133.246582
	Iteration 22Q: 3 clusters Score -1548262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1548278.250000 Penalty: 3133.246582
	Iteration 23Q: 3 clusters Score -1548278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1548294.250000 Penalty: 3133.246582
	Iteration 24Q: 3 clusters Score -1548294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1548302.125000 Penalty: 3133.246582
	Iteration 25Q: 3 clusters Score -1548302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1548311.625000 Penalty: 3133.246582
	Iteration 26Q: 3 clusters Score -1548312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1548316.750000 Penalty: 3133.246582
	Iteration 27Q: 3 clusters Score -1548317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1548325.250000 Penalty: 3133.246582
	Iteration 28Q: 3 clusters Score -1548325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1548334.250000 Penalty: 3133.246582
	Iteration 29Q: 3 clusters Score -1548334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1548345.750000 Penalty: 3133.246582
	Iteration 30Q: 3 clusters Score -1548346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1548347.375000 Penalty: 3133.246582
	Iteration 31Q: 3 clusters Score -1548347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1548358.250000 Penalty: 3133.246582
	Iteration 32Q: 3 clusters Score -1548358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1548367.500000 Penalty: 3133.246582
	Iteration 33Q: 3 clusters Score -1548368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1548368.000000 Penalty: 3133.246582
	Iteration 34Q: 3 clusters Score -1548368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1548370.750000 Penalty: 3133.246582
	Iteration 35Q: 3 clusters Score -1548371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1548372.375000 Penalty: 3133.246582
	Iteration 36Q: 3 clusters Score -1548372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1548374.500000 Penalty: 3133.246582
	Iteration 37Q: 3 clusters Score -1548374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1548375.875000 Penalty: 3133.246582
	Iteration 38Q: 3 clusters Score -1548376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1548375.875000 Penalty: 3133.246582
	Iteration 39F: 3 clusters Score -1548376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Entering Unmasked Estep 
Score: -2010077.750000 Penalty: 1596.217041
	Iteration 0F: 2 clusters Score -2010078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1997502.625000 Penalty: 3192.434082
	Iteration 0F: 3 clusters Score -1997503 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2002063.500000 Penalty: 3192.434082
	Iteration 1F: 3 clusters Score -2002064 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2002507.500000 Penalty: 3192.434082
	Iteration 2F: 3 clusters Score -2002508 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2002938.000000 Penalty: 3192.434082
	Iteration 3F: 3 clusters Score -2002938 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2003381.375000 Penalty: 3192.434082
	Iteration 4Q: 3 clusters Score -2003381 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2003875.000000 Penalty: 3192.434082
	Iteration 5Q: 3 clusters Score -2003875 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2004439.625000 Penalty: 3192.434082
	Iteration 6F: 3 clusters Score -2004440 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2004984.750000 Penalty: 3192.434082
	Iteration 7Q: 3 clusters Score -2004985 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2005613.750000 Penalty: 3192.434082
	Iteration 8Q: 3 clusters Score -2005614 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2006263.625000 Penalty: 3192.434082
	Iteration 9Q: 3 clusters Score -2006264 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2006820.375000 Penalty: 3192.434082
	Iteration 10Q: 3 clusters Score -2006820 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2007233.500000 Penalty: 3192.434082
	Iteration 11Q: 3 clusters Score -2007234 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2007484.625000 Penalty: 3192.434082
	Iteration 12Q: 3 clusters Score -2007485 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2007641.750000 Penalty: 3192.434082
	Iteration 13Q: 3 clusters Score -2007642 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2007761.125000 Penalty: 3192.434082
	Iteration 14Q: 3 clusters Score -2007761 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2007855.250000 Penalty: 3192.434082
	Iteration 15Q: 3 clusters Score -2007855 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2007922.000000 Penalty: 3192.434082
	Iteration 16Q: 3 clusters Score -2007922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2007983.250000 Penalty: 3192.434082
	Iteration 17Q: 3 clusters Score -2007983 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2008044.000000 Penalty: 3192.434082
	Iteration 18Q: 3 clusters Score -2008044 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2008088.375000 Penalty: 3192.434082
	Iteration 19Q: 3 clusters Score -2008088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2008127.000000 Penalty: 3192.434082
	Iteration 20F: 3 clusters Score -2008127 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2008158.625000 Penalty: 3192.434082
	Iteration 21Q: 3 clusters Score -2008159 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2008204.125000 Penalty: 3192.434082
	Iteration 22Q: 3 clusters Score -2008204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2008239.250000 Penalty: 3192.434082
	Iteration 23Q: 3 clusters Score -2008239 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2008278.250000 Penalty: 3192.434082
	Iteration 24Q: 3 clusters Score -2008278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2008305.250000 Penalty: 3192.434082
	Iteration 25Q: 3 clusters Score -2008305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2008336.875000 Penalty: 3192.434082
	Iteration 26Q: 3 clusters Score -2008337 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2008370.875000 Penalty: 3192.434082
	Iteration 27Q: 3 clusters Score -2008371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2008402.750000 Penalty: 3192.434082
	Iteration 28Q: 3 clusters Score -2008403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2008426.500000 Penalty: 3192.434082
	Iteration 29Q: 3 clusters Score -2008426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2008451.625000 Penalty: 3192.434082
	Iteration 30Q: 3 clusters Score -2008452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2008479.500000 Penalty: 3192.434082
	Iteration 31Q: 3 clusters Score -2008480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2008509.125000 Penalty: 3192.434082
	Iteration 32Q: 3 clusters Score -2008509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2008520.750000 Penalty: 3192.434082
	Iteration 33Q: 3 clusters Score -2008521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2008531.750000 Penalty: 3192.434082
	Iteration 34Q: 3 clusters Score -2008532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2008547.125000 Penalty: 3192.434082
	Iteration 35Q: 3 clusters Score -2008547 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2008565.375000 Penalty: 3192.434082
	Iteration 36Q: 3 clusters Score -2008565 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2008586.625000 Penalty: 3192.434082
	Iteration 37Q: 3 clusters Score -2008587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2008610.875000 Penalty: 3192.434082
	Iteration 38Q: 3 clusters Score -2008611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2008636.750000 Penalty: 3192.434082
	Iteration 39Q: 3 clusters Score -2008637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2008669.125000 Penalty: 3192.434082
	Iteration 40F: 3 clusters Score -2008669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2008699.000000 Penalty: 3192.434082
	Iteration 41Q: 3 clusters Score -2008699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2008729.000000 Penalty: 3192.434082
	Iteration 42Q: 3 clusters Score -2008729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2008749.250000 Penalty: 3192.434082
	Iteration 43Q: 3 clusters Score -2008749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2008764.375000 Penalty: 3192.434082
	Iteration 44Q: 3 clusters Score -2008764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2008774.625000 Penalty: 3192.434082
	Iteration 45Q: 3 clusters Score -2008775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2008779.125000 Penalty: 3192.434082
	Iteration 46Q: 3 clusters Score -2008779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2008786.750000 Penalty: 3192.434082
	Iteration 47Q: 3 clusters Score -2008787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2008792.000000 Penalty: 3192.434082
	Iteration 48Q: 3 clusters Score -2008792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2008797.375000 Penalty: 3192.434082
	Iteration 49Q: 3 clusters Score -2008797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2008800.750000 Penalty: 3192.434082
	Iteration 50Q: 3 clusters Score -2008801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2008803.750000 Penalty: 3192.434082
	Iteration 51Q: 3 clusters Score -2008804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2008804.250000 Penalty: 3192.434082
	Iteration 52Q: 3 clusters Score -2008804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2008804.250000 Penalty: 3192.434082
	Iteration 53F: 3 clusters Score -2008804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (175391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Entering Unmasked Estep 
Score: -18543188.000000 Penalty: 1962.150635
	Iteration 0F: 2 clusters Score -1.854319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -18425664.000000 Penalty: 3924.301270
	Iteration 0F: 3 clusters Score -1.842566e+07 nChanged 84973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -18475838.000000 Penalty: 3924.301270
	Iteration 1F: 3 clusters Score -1.847584e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -18476804.000000 Penalty: 3924.301270
	Iteration 2Q: 3 clusters Score -1.84768e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 89696 members 
Entering Unmasked Estep 
Score: -18478028.000000 Penalty: 3924.301270
	Iteration 3Q: 3 clusters Score -1.847803e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -18479552.000000 Penalty: 3924.301270
	Iteration 4Q: 3 clusters Score -1.847955e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -18482008.000000 Penalty: 3924.301270
	Iteration 5Q: 3 clusters Score -1.848201e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -18485648.000000 Penalty: 3924.301270
	Iteration 6Q: 3 clusters Score -1.848565e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -18490964.000000 Penalty: 3924.301270
	Iteration 7F: 3 clusters Score -1.849096e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -18498772.000000 Penalty: 3924.301270
	Iteration 8F: 3 clusters Score -1.849877e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -18506940.000000 Penalty: 3924.301270
	Iteration 9F: 3 clusters Score -1.850694e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -18511718.000000 Penalty: 3924.301270
	Iteration 10F: 3 clusters Score -1.851172e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -18513464.000000 Penalty: 3924.301270
	Iteration 11Q: 3 clusters Score -1.851346e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 111948 members 
Entering Unmasked Estep 
Score: -18514148.000000 Penalty: 3924.301270
	Iteration 12Q: 3 clusters Score -1.851415e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -18514560.000000 Penalty: 3924.301270
	Iteration 13Q: 3 clusters Score -1.851456e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -18515082.000000 Penalty: 3924.301270
	Iteration 14Q: 3 clusters Score -1.851508e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -18515444.000000 Penalty: 3924.301270
	Iteration 15Q: 3 clusters Score -1.851544e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -18515936.000000 Penalty: 3924.301270
	Iteration 16Q: 3 clusters Score -1.851594e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -18516528.000000 Penalty: 3924.301270
	Iteration 17Q: 3 clusters Score -1.851653e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 125217 members 
Entering Unmasked Estep 
Score: -18517126.000000 Penalty: 3924.301270
	Iteration 18Q: 3 clusters Score -1.851713e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 128067 members 
Entering Unmasked Estep 
Score: -18517832.000000 Penalty: 3924.301270
	Iteration 19Q: 3 clusters Score -1.851783e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -18518842.000000 Penalty: 3924.301270
	Iteration 20F: 3 clusters Score -1.851884e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 134099 members 
Entering Unmasked Estep 
Score: -18519708.000000 Penalty: 3924.301270
	Iteration 21Q: 3 clusters Score -1.851971e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -18520818.000000 Penalty: 3924.301270
	Iteration 22Q: 3 clusters Score -1.852082e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 140734 members 
Entering Unmasked Estep 
Score: -18521934.000000 Penalty: 3924.301270
	Iteration 23Q: 3 clusters Score -1.852193e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 144200 members 
Entering Unmasked Estep 
Score: -18523324.000000 Penalty: 3924.301270
	Iteration 24Q: 3 clusters Score -1.852332e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -18524750.000000 Penalty: 3924.301270
	Iteration 25Q: 3 clusters Score -1.852475e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -18526430.000000 Penalty: 3924.301270
	Iteration 26Q: 3 clusters Score -1.852643e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -18528262.000000 Penalty: 3924.301270
	Iteration 27Q: 3 clusters Score -1.852826e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -18530084.000000 Penalty: 3924.301270
	Iteration 28Q: 3 clusters Score -1.853008e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
Score: -18532078.000000 Penalty: 3924.301270
	Iteration 29Q: 3 clusters Score -1.853208e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -18534070.000000 Penalty: 3924.301270
	Iteration 30Q: 3 clusters Score -1.853407e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 167208 members 
Entering Unmasked Estep 
Score: -18535756.000000 Penalty: 3924.301270
	Iteration 31Q: 3 clusters Score -1.853576e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 169497 members 
Entering Unmasked Estep 
Score: -18537454.000000 Penalty: 3924.301270
	Iteration 32Q: 3 clusters Score -1.853745e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 171338 members 
Entering Unmasked Estep 
Score: -18538754.000000 Penalty: 3924.301270
	Iteration 33Q: 3 clusters Score -1.853875e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 172738 members 
Entering Unmasked Estep 
Score: -18539704.000000 Penalty: 3924.301270
	Iteration 34Q: 3 clusters Score -1.85397e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
Score: -18540408.000000 Penalty: 3924.301270
	Iteration 35Q: 3 clusters Score -1.854041e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -18540816.000000 Penalty: 3924.301270
	Iteration 36Q: 3 clusters Score -1.854082e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -18541094.000000 Penalty: 3924.301270
	Iteration 37Q: 3 clusters Score -1.854109e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -18541254.000000 Penalty: 3924.301270
	Iteration 38Q: 3 clusters Score -1.854125e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -18541310.000000 Penalty: 3924.301270
	Iteration 39Q: 3 clusters Score -1.854131e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 175009 members 
Entering Unmasked Estep 
Score: -18541374.000000 Penalty: 3924.301270
	Iteration 40F: 3 clusters Score -1.854137e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 175049 members 
Entering Unmasked Estep 
Score: -18541408.000000 Penalty: 3924.301270
	Iteration 41Q: 3 clusters Score -1.854141e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -18541466.000000 Penalty: 3924.301270
	Iteration 42Q: 3 clusters Score -1.854147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 175090 members 
Entering Unmasked Estep 
Score: -18541478.000000 Penalty: 3924.301270
	Iteration 43Q: 3 clusters Score -1.854148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 175105 members 
Entering Unmasked Estep 
Score: -18541480.000000 Penalty: 3924.301270
	Iteration 44Q: 3 clusters Score -1.854148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 175112 members 
Entering Unmasked Estep 
Score: -18541494.000000 Penalty: 3924.301270
	Iteration 45Q: 3 clusters Score -1.854149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -18541502.000000 Penalty: 3924.301270
	Iteration 46Q: 3 clusters Score -1.85415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 175124 members 
Entering Unmasked Estep 
Score: -18541520.000000 Penalty: 3924.301270
	Iteration 47Q: 3 clusters Score -1.854152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175126 members 
Entering Unmasked Estep 
Score: -18541516.000000 Penalty: 3924.301270
	Iteration 48Q: 3 clusters Score -1.854152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -18541518.000000 Penalty: 3924.301270
	Iteration 49Q: 3 clusters Score -1.854152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -18541526.000000 Penalty: 3924.301270
	Iteration 50Q: 3 clusters Score -1.854153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175143 members 
Entering Unmasked Estep 
Score: -18541528.000000 Penalty: 3924.301270
	Iteration 51Q: 3 clusters Score -1.854153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175145 members 
Entering Unmasked Estep 
Score: -18541532.000000 Penalty: 3924.301270
	Iteration 52Q: 3 clusters Score -1.854153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -18541530.000000 Penalty: 3924.301270
	Iteration 53Q: 3 clusters Score -1.854153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 175149 members 
Entering Unmasked Estep 
Score: -18541530.000000 Penalty: 3924.301270
	Iteration 54Q: 3 clusters Score -1.854153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175148 members 
Entering Unmasked Estep 
Score: -18541522.000000 Penalty: 3924.301270
	Iteration 55Q: 3 clusters Score -1.854152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175148 members 
Entering Unmasked Estep 
Score: -18541522.000000 Penalty: 3924.301270
	Iteration 56F: 3 clusters Score -1.854152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -373086.718750 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -373086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -370077.718750 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -370077.7 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -370802.187500 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -370802.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -370937.000000 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -370937 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -371019.718750 Penalty: 2644.558594
	Iteration 3Q: 3 clusters Score -371019.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -371083.000000 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -371083 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -371130.343750 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -371130.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -371163.156250 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -371163.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -371194.250000 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -371194.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -371229.750000 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -371229.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -371263.875000 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -371263.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -371293.906250 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -371293.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -371325.375000 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -371325.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -371357.062500 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -371357.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -371381.375000 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -371381.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -371404.468750 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -371404.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -371430.187500 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -371430.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -371458.031250 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -371458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -371491.718750 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -371491.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -371532.718750 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -371532.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -371566.781250 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -371566.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -371593.843750 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -371593.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -371626.500000 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -371626.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -371652.093750 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -371652.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -371675.062500 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -371675.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -371695.812500 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -371695.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -371712.812500 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -371712.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -371723.593750 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -371723.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -371737.812500 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -371737.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -371753.781250 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -371753.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -371763.468750 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -371763.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -371771.031250 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -371771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -371775.625000 Penalty: 2644.558594
	Iteration 31Q: 3 clusters Score -371775.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -371779.781250 Penalty: 2644.558594
	Iteration 32Q: 3 clusters Score -371779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -371782.312500 Penalty: 2644.558594
	Iteration 33Q: 3 clusters Score -371782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -371785.625000 Penalty: 2644.558594
	Iteration 34Q: 3 clusters Score -371785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -371786.750000 Penalty: 2644.558594
	Iteration 35Q: 3 clusters Score -371786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -371786.968750 Penalty: 2644.558594
	Iteration 36Q: 3 clusters Score -371787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -371786.968750 Penalty: 2644.558594
	Iteration 37F: 3 clusters Score -371787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -189650.406250 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -189650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187632.484375 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -187632.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -188046.015625 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -188046 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -188157.390625 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -188157.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -188250.078125 Penalty: 2445.482422
	Iteration 3F: 3 clusters Score -188250.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188332.828125 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -188332.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188426.546875 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -188426.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188513.125000 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -188513.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188602.187500 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -188602.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -188675.515625 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -188675.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188739.140625 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -188739.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188800.531250 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -188800.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188843.984375 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -188844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188865.796875 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -188865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188881.796875 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -188881.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -188893.156250 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -188893.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188902.515625 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -188902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188909.781250 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -188909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188917.578125 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -188917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -188922.609375 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -188922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -188925.750000 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -188925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188930.250000 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -188930.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -188936.453125 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -188936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188942.546875 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -188942.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -188947.906250 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -188947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188954.125000 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -188954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188960.578125 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -188960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -188964.250000 Penalty: 2445.482422
	Iteration 26Q: 3 clusters Score -188964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188968.093750 Penalty: 2445.482422
	Iteration 27Q: 3 clusters Score -188968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -188969.031250 Penalty: 2445.482422
	Iteration 28Q: 3 clusters Score -188969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -188969.671875 Penalty: 2445.482422
	Iteration 29Q: 3 clusters Score -188969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188970.359375 Penalty: 2445.482422
	Iteration 30Q: 3 clusters Score -188970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188970.875000 Penalty: 2445.482422
	Iteration 31Q: 3 clusters Score -188970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188970.875000 Penalty: 2445.482422
	Iteration 32F: 3 clusters Score -188970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10748.373047 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -10748.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10102.493164 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -10102.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10207.142578 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -10207.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10233.525391 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -10233.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10260.930664 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -10260.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10279.079102 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -10279.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10283.808594 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -10283.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10290.885742 Penalty: 1717.041138
	Iteration 6Q: 3 clusters Score -10290.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10292.612305 Penalty: 1717.041138
	Iteration 7Q: 3 clusters Score -10292.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10294.557617 Penalty: 1717.041138
	Iteration 8Q: 3 clusters Score -10294.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10300.199219 Penalty: 1717.041138
	Iteration 9Q: 3 clusters Score -10300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10305.180664 Penalty: 1717.041138
	Iteration 10Q: 3 clusters Score -10305.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10306.199219 Penalty: 1717.041138
	Iteration 11Q: 3 clusters Score -10306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10306.199219 Penalty: 1717.041138
	Iteration 12F: 3 clusters Score -10306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Entering Unmasked Estep 
Score: -1293700.250000 Penalty: 1525.887329
	Iteration 0F: 2 clusters Score -1293700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1285194.500000 Penalty: 3051.774658
	Iteration 0F: 3 clusters Score -1285194 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1288093.250000 Penalty: 3051.774658
	Iteration 1F: 3 clusters Score -1288093 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1288332.000000 Penalty: 3051.774658
	Iteration 2F: 3 clusters Score -1288332 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1288519.375000 Penalty: 3051.774658
	Iteration 3Q: 3 clusters Score -1288519 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1288677.750000 Penalty: 3051.774658
	Iteration 4Q: 3 clusters Score -1288678 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1288833.125000 Penalty: 3051.774658
	Iteration 5Q: 3 clusters Score -1288833 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1289019.750000 Penalty: 3051.774658
	Iteration 6Q: 3 clusters Score -1289020 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1289233.750000 Penalty: 3051.774658
	Iteration 7Q: 3 clusters Score -1289234 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1289472.125000 Penalty: 3051.774658
	Iteration 8Q: 3 clusters Score -1289472 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1289804.375000 Penalty: 3051.774658
	Iteration 9Q: 3 clusters Score -1289804 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1290195.125000 Penalty: 3051.774658
	Iteration 10Q: 3 clusters Score -1290195 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1290673.000000 Penalty: 3051.774658
	Iteration 11F: 3 clusters Score -1290673 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1291062.125000 Penalty: 3051.774658
	Iteration 12Q: 3 clusters Score -1291062 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1291313.375000 Penalty: 3051.774658
	Iteration 13Q: 3 clusters Score -1291313 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1291469.250000 Penalty: 3051.774658
	Iteration 14Q: 3 clusters Score -1291469 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1291588.750000 Penalty: 3051.774658
	Iteration 15Q: 3 clusters Score -1291589 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1291686.250000 Penalty: 3051.774658
	Iteration 16Q: 3 clusters Score -1291686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1291766.375000 Penalty: 3051.774658
	Iteration 17Q: 3 clusters Score -1291766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1291821.750000 Penalty: 3051.774658
	Iteration 18Q: 3 clusters Score -1291822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1291860.000000 Penalty: 3051.774658
	Iteration 19Q: 3 clusters Score -1291860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1291890.125000 Penalty: 3051.774658
	Iteration 20F: 3 clusters Score -1291890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1291909.750000 Penalty: 3051.774658
	Iteration 21Q: 3 clusters Score -1291910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1291926.875000 Penalty: 3051.774658
	Iteration 22Q: 3 clusters Score -1291927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1291948.250000 Penalty: 3051.774658
	Iteration 23Q: 3 clusters Score -1291948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1291963.500000 Penalty: 3051.774658
	Iteration 24Q: 3 clusters Score -1291964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1291979.250000 Penalty: 3051.774658
	Iteration 25Q: 3 clusters Score -1291979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1291989.625000 Penalty: 3051.774658
	Iteration 26Q: 3 clusters Score -1291990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1292003.750000 Penalty: 3051.774658
	Iteration 27Q: 3 clusters Score -1292004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1292006.500000 Penalty: 3051.774658
	Iteration 28Q: 3 clusters Score -1292006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1292018.375000 Penalty: 3051.774658
	Iteration 29Q: 3 clusters Score -1292018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1292036.250000 Penalty: 3051.774658
	Iteration 30Q: 3 clusters Score -1292036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1292054.125000 Penalty: 3051.774658
	Iteration 31Q: 3 clusters Score -1292054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1292069.000000 Penalty: 3051.774658
	Iteration 32Q: 3 clusters Score -1292069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1292081.750000 Penalty: 3051.774658
	Iteration 33Q: 3 clusters Score -1292082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1292100.750000 Penalty: 3051.774658
	Iteration 34Q: 3 clusters Score -1292101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1292118.625000 Penalty: 3051.774658
	Iteration 35Q: 3 clusters Score -1292119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1292136.875000 Penalty: 3051.774658
	Iteration 36Q: 3 clusters Score -1292137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1292154.875000 Penalty: 3051.774658
	Iteration 37Q: 3 clusters Score -1292155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1292171.000000 Penalty: 3051.774658
	Iteration 38Q: 3 clusters Score -1292171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1292190.375000 Penalty: 3051.774658
	Iteration 39Q: 3 clusters Score -1292190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1292204.875000 Penalty: 3051.774658
	Iteration 40F: 3 clusters Score -1292205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1292227.125000 Penalty: 3051.774658
	Iteration 41Q: 3 clusters Score -1292227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1292248.625000 Penalty: 3051.774658
	Iteration 42Q: 3 clusters Score -1292249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1292273.625000 Penalty: 3051.774658
	Iteration 43Q: 3 clusters Score -1292274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1292293.875000 Penalty: 3051.774658
	Iteration 44Q: 3 clusters Score -1292294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1292314.625000 Penalty: 3051.774658
	Iteration 45Q: 3 clusters Score -1292315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1292333.250000 Penalty: 3051.774658
	Iteration 46Q: 3 clusters Score -1292333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1292358.750000 Penalty: 3051.774658
	Iteration 47Q: 3 clusters Score -1292359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1292375.625000 Penalty: 3051.774658
	Iteration 48Q: 3 clusters Score -1292376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1292382.625000 Penalty: 3051.774658
	Iteration 49Q: 3 clusters Score -1292383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1292394.500000 Penalty: 3051.774658
	Iteration 50Q: 3 clusters Score -1292394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1292405.000000 Penalty: 3051.774658
	Iteration 51Q: 3 clusters Score -1292405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1292409.000000 Penalty: 3051.774658
	Iteration 52Q: 3 clusters Score -1292409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1292418.125000 Penalty: 3051.774658
	Iteration 53Q: 3 clusters Score -1292418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1292421.625000 Penalty: 3051.774658
	Iteration 54Q: 3 clusters Score -1292422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1292426.000000 Penalty: 3051.774658
	Iteration 55Q: 3 clusters Score -1292426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1292433.875000 Penalty: 3051.774658
	Iteration 56Q: 3 clusters Score -1292434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1292436.875000 Penalty: 3051.774658
	Iteration 57Q: 3 clusters Score -1292437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1292440.250000 Penalty: 3051.774658
	Iteration 58Q: 3 clusters Score -1292440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1292439.875000 Penalty: 3051.774658
	Iteration 59Q: 3 clusters Score -1292440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1292442.000000 Penalty: 3051.774658
	Iteration 60F: 3 clusters Score -1292442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1292447.000000 Penalty: 3051.774658
	Iteration 61Q: 3 clusters Score -1292447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1292451.875000 Penalty: 3051.774658
	Iteration 62Q: 3 clusters Score -1292452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1292455.000000 Penalty: 3051.774658
	Iteration 63Q: 3 clusters Score -1292455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1292455.625000 Penalty: 3051.774658
	Iteration 64Q: 3 clusters Score -1292456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1292458.125000 Penalty: 3051.774658
	Iteration 65Q: 3 clusters Score -1292458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1292456.625000 Penalty: 3051.774658
	Iteration 66Q: 3 clusters Score -1292457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1292459.625000 Penalty: 3051.774658
	Iteration 67Q: 3 clusters Score -1292460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1292459.125000 Penalty: 3051.774658
	Iteration 68Q: 3 clusters Score -1292459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1292459.375000 Penalty: 3051.774658
	Iteration 69Q: 3 clusters Score -1292459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1292459.375000 Penalty: 3051.774658
	Iteration 70F: 3 clusters Score -1292459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -231697.781250 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -231697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -229293.500000 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -229293.5 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -230048.765625 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -230048.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -230598.875000 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -230598.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -231125.765625 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -231125.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -231500.500000 Penalty: 2539.548584
	Iteration 4F: 3 clusters Score -231500.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -231752.828125 Penalty: 2539.548584
	Iteration 5F: 3 clusters Score -231752.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -231879.828125 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -231879.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -231947.515625 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -231947.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -232009.203125 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -232009.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232047.328125 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -232047.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -232055.031250 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -232055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -232058.218750 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -232058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -232059.937500 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -232059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232060.953125 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -232061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232062.703125 Penalty: 2539.548584
	Iteration 14F: 3 clusters Score -232062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -232064.390625 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -232064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232065.390625 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -232065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232065.390625 Penalty: 2539.548584
	Iteration 17F: 3 clusters Score -232065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 998 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 1477 members 
Entering Unmasked Estep 
Score: -101030672.000000 Penalty: 94107.984375
Splitting cluster 35 changes total score from -101031344.000000 to -101030672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -61275.953125 Penalty: 1070.700562
	Iteration 0F: 2 clusters Score -61275.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60045.214844 Penalty: 2141.401123
	Iteration 0F: 3 clusters Score -60045.21 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60329.019531 Penalty: 2141.401123
	Iteration 1F: 3 clusters Score -60329.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60486.761719 Penalty: 2141.401123
	Iteration 2F: 3 clusters Score -60486.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60590.582031 Penalty: 2141.401123
	Iteration 3F: 3 clusters Score -60590.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60657.804688 Penalty: 2141.401123
	Iteration 4F: 3 clusters Score -60657.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60705.316406 Penalty: 2141.401123
	Iteration 5Q: 3 clusters Score -60705.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60770.527344 Penalty: 2141.401123
	Iteration 6Q: 3 clusters Score -60770.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60827.816406 Penalty: 2141.401123
	Iteration 7Q: 3 clusters Score -60827.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60852.464844 Penalty: 2141.401123
	Iteration 8Q: 3 clusters Score -60852.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60867.921875 Penalty: 2141.401123
	Iteration 9Q: 3 clusters Score -60867.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60870.789062 Penalty: 2141.401123
	Iteration 10Q: 3 clusters Score -60870.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60871.652344 Penalty: 2141.401123
	Iteration 11Q: 3 clusters Score -60871.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60871.652344 Penalty: 2141.401123
	Iteration 12F: 3 clusters Score -60871.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Entering Unmasked Estep 
Score: -1507144.250000 Penalty: 1549.277710
	Iteration 0F: 2 clusters Score -1507144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1497459.250000 Penalty: 3098.555420
	Iteration 0F: 3 clusters Score -1497459 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1500672.125000 Penalty: 3098.555420
	Iteration 1F: 3 clusters Score -1500672 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1500955.125000 Penalty: 3098.555420
	Iteration 2F: 3 clusters Score -1500955 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1501223.750000 Penalty: 3098.555420
	Iteration 3Q: 3 clusters Score -1501224 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1501525.250000 Penalty: 3098.555420
	Iteration 4Q: 3 clusters Score -1501525 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1501869.625000 Penalty: 3098.555420
	Iteration 5Q: 3 clusters Score -1501870 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1502292.250000 Penalty: 3098.555420
	Iteration 6F: 3 clusters Score -1502292 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1502825.125000 Penalty: 3098.555420
	Iteration 7F: 3 clusters Score -1502825 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1503454.125000 Penalty: 3098.555420
	Iteration 8F: 3 clusters Score -1503454 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1504167.500000 Penalty: 3098.555420
	Iteration 9F: 3 clusters Score -1504168 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1504811.000000 Penalty: 3098.555420
	Iteration 10F: 3 clusters Score -1504811 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1505256.000000 Penalty: 3098.555420
	Iteration 11Q: 3 clusters Score -1505256 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1505493.000000 Penalty: 3098.555420
	Iteration 12Q: 3 clusters Score -1505493 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1505619.125000 Penalty: 3098.555420
	Iteration 13Q: 3 clusters Score -1505619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1505685.625000 Penalty: 3098.555420
	Iteration 14Q: 3 clusters Score -1505686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1505708.250000 Penalty: 3098.555420
	Iteration 15Q: 3 clusters Score -1505708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1505731.500000 Penalty: 3098.555420
	Iteration 16Q: 3 clusters Score -1505732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1505742.750000 Penalty: 3098.555420
	Iteration 17Q: 3 clusters Score -1505743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1505755.375000 Penalty: 3098.555420
	Iteration 18Q: 3 clusters Score -1505755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1505761.250000 Penalty: 3098.555420
	Iteration 19Q: 3 clusters Score -1505761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1505767.375000 Penalty: 3098.555420
	Iteration 20F: 3 clusters Score -1505767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1505773.750000 Penalty: 3098.555420
	Iteration 21Q: 3 clusters Score -1505774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1505780.750000 Penalty: 3098.555420
	Iteration 22Q: 3 clusters Score -1505781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1505790.625000 Penalty: 3098.555420
	Iteration 23Q: 3 clusters Score -1505791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1505793.125000 Penalty: 3098.555420
	Iteration 24Q: 3 clusters Score -1505793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1505794.125000 Penalty: 3098.555420
	Iteration 25Q: 3 clusters Score -1505794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1505800.500000 Penalty: 3098.555420
	Iteration 26Q: 3 clusters Score -1505800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1505801.750000 Penalty: 3098.555420
	Iteration 27Q: 3 clusters Score -1505802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1505801.750000 Penalty: 3098.555420
	Iteration 28F: 3 clusters Score -1505802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -21533.576172 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -21533.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20819.951172 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -20819.95 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21072.226562 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -21072.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21321.494141 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -21321.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21372.740234 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -21372.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21386.091797 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -21386.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21393.794922 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -21393.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21402.203125 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -21402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21402.203125 Penalty: 1856.963135
	Iteration 7F: 3 clusters Score -21402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (179601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179601 members 
Entering Unmasked Estep 
Score: -19453540.000000 Penalty: 1966.005005
	Iteration 0F: 2 clusters Score -1.945354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -19355126.000000 Penalty: 3932.010010
	Iteration 0F: 3 clusters Score -1.935513e+07 nChanged 86909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -19405874.000000 Penalty: 3932.010010
	Iteration 1F: 3 clusters Score -1.940587e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -19407074.000000 Penalty: 3932.010010
	Iteration 2Q: 3 clusters Score -1.940707e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -19408786.000000 Penalty: 3932.010010
	Iteration 3Q: 3 clusters Score -1.940879e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -19411396.000000 Penalty: 3932.010010
	Iteration 4Q: 3 clusters Score -1.94114e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -19415832.000000 Penalty: 3932.010010
	Iteration 5Q: 3 clusters Score -1.941583e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115275 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -19421654.000000 Penalty: 3932.010010
	Iteration 6F: 3 clusters Score -1.942165e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122065 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -19427918.000000 Penalty: 3932.010010
	Iteration 7F: 3 clusters Score -1.942792e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -19433528.000000 Penalty: 3932.010010
	Iteration 8F: 3 clusters Score -1.943353e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -19437862.000000 Penalty: 3932.010010
	Iteration 9F: 3 clusters Score -1.943786e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129952 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -19441118.000000 Penalty: 3932.010010
	Iteration 10Q: 3 clusters Score -1.944112e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128422 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -19443210.000000 Penalty: 3932.010010
	Iteration 11Q: 3 clusters Score -1.944321e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -19444268.000000 Penalty: 3932.010010
	Iteration 12Q: 3 clusters Score -1.944427e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123514 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -19444836.000000 Penalty: 3932.010010
	Iteration 13Q: 3 clusters Score -1.944484e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -19445142.000000 Penalty: 3932.010010
	Iteration 14Q: 3 clusters Score -1.944514e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -19445600.000000 Penalty: 3932.010010
	Iteration 15Q: 3 clusters Score -1.94456e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -19446196.000000 Penalty: 3932.010010
	Iteration 16Q: 3 clusters Score -1.94462e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113886 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -19446718.000000 Penalty: 3932.010010
	Iteration 17Q: 3 clusters Score -1.944672e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -19447364.000000 Penalty: 3932.010010
	Iteration 18Q: 3 clusters Score -1.944736e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -19448096.000000 Penalty: 3932.010010
	Iteration 19Q: 3 clusters Score -1.94481e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -19448714.000000 Penalty: 3932.010010
	Iteration 20F: 3 clusters Score -1.944871e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -19449718.000000 Penalty: 3932.010010
	Iteration 21Q: 3 clusters Score -1.944972e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -19450776.000000 Penalty: 3932.010010
	Iteration 22Q: 3 clusters Score -1.945078e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -19451752.000000 Penalty: 3932.010010
	Iteration 23Q: 3 clusters Score -1.945175e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -19452864.000000 Penalty: 3932.010010
	Iteration 24Q: 3 clusters Score -1.945286e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -19454044.000000 Penalty: 3932.010010
	Iteration 25Q: 3 clusters Score -1.945404e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -19455098.000000 Penalty: 3932.010010
	Iteration 26Q: 3 clusters Score -1.94551e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -19455844.000000 Penalty: 3932.010010
	Iteration 27Q: 3 clusters Score -1.945584e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -19456608.000000 Penalty: 3932.010010
	Iteration 28Q: 3 clusters Score -1.945661e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -19457042.000000 Penalty: 3932.010010
	Iteration 29Q: 3 clusters Score -1.945704e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -19457438.000000 Penalty: 3932.010010
	Iteration 30Q: 3 clusters Score -1.945744e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -19457710.000000 Penalty: 3932.010010
	Iteration 31Q: 3 clusters Score -1.945771e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -19457956.000000 Penalty: 3932.010010
	Iteration 32Q: 3 clusters Score -1.945796e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -19458126.000000 Penalty: 3932.010010
	Iteration 33Q: 3 clusters Score -1.945813e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -19458242.000000 Penalty: 3932.010010
	Iteration 34Q: 3 clusters Score -1.945824e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -19458216.000000 Penalty: 3932.010010
	Iteration 35Q: 3 clusters Score -1.945822e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -19458234.000000 Penalty: 3932.010010
	Iteration 36Q: 3 clusters Score -1.945823e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90946 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -19458330.000000 Penalty: 3932.010010
	Iteration 37Q: 3 clusters Score -1.945833e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -19458394.000000 Penalty: 3932.010010
	Iteration 38Q: 3 clusters Score -1.945839e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -19458448.000000 Penalty: 3932.010010
	Iteration 39Q: 3 clusters Score -1.945845e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -19458504.000000 Penalty: 3932.010010
	Iteration 40F: 3 clusters Score -1.94585e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -19458534.000000 Penalty: 3932.010010
	Iteration 41Q: 3 clusters Score -1.945853e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -19458560.000000 Penalty: 3932.010010
	Iteration 42Q: 3 clusters Score -1.945856e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -19458538.000000 Penalty: 3932.010010
	Iteration 43Q: 3 clusters Score -1.945854e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -19458518.000000 Penalty: 3932.010010
	Iteration 44Q: 3 clusters Score -1.945852e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -19458538.000000 Penalty: 3932.010010
	Iteration 45Q: 3 clusters Score -1.945854e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -19458538.000000 Penalty: 3932.010010
	Iteration 46Q: 3 clusters Score -1.945854e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -19458504.000000 Penalty: 3932.010010
	Iteration 47Q: 3 clusters Score -1.94585e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -19458542.000000 Penalty: 3932.010010
	Iteration 48Q: 3 clusters Score -1.945854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -19458542.000000 Penalty: 3932.010010
	Iteration 49Q: 3 clusters Score -1.945854e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 3932.010010
	Iteration 50Q: 3 clusters Score -1.945856e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -19458536.000000 Penalty: 3932.010010
	Iteration 51Q: 3 clusters Score -1.945854e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -19458538.000000 Penalty: 3932.010010
	Iteration 52Q: 3 clusters Score -1.945854e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -19458554.000000 Penalty: 3932.010010
	Iteration 53Q: 3 clusters Score -1.945855e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -19458518.000000 Penalty: 3932.010010
	Iteration 54Q: 3 clusters Score -1.945852e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -19458536.000000 Penalty: 3932.010010
	Iteration 55Q: 3 clusters Score -1.945854e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -19458536.000000 Penalty: 3932.010010
	Iteration 56Q: 3 clusters Score -1.945854e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 3932.010010
	Iteration 57Q: 3 clusters Score -1.945856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -19458560.000000 Penalty: 3932.010010
	Iteration 58Q: 3 clusters Score -1.945856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -19458564.000000 Penalty: 3932.010010
	Iteration 59Q: 3 clusters Score -1.945856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -19458562.000000 Penalty: 3932.010010
	Iteration 60F: 3 clusters Score -1.945856e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 3932.010010
	Iteration 61Q: 3 clusters Score -1.945856e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -19458546.000000 Penalty: 3932.010010
	Iteration 62Q: 3 clusters Score -1.945855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -19458514.000000 Penalty: 3932.010010
	Iteration 63Q: 3 clusters Score -1.945851e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -19458540.000000 Penalty: 3932.010010
	Iteration 64Q: 3 clusters Score -1.945854e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -19458540.000000 Penalty: 3932.010010
	Iteration 65Q: 3 clusters Score -1.945854e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -19458538.000000 Penalty: 3932.010010
	Iteration 66Q: 3 clusters Score -1.945854e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -19458540.000000 Penalty: 3932.010010
	Iteration 67Q: 3 clusters Score -1.945854e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -19458540.000000 Penalty: 3932.010010
	Iteration 68Q: 3 clusters Score -1.945854e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -19458554.000000 Penalty: 3932.010010
	Iteration 69Q: 3 clusters Score -1.945855e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -19458548.000000 Penalty: 3932.010010
	Iteration 70Q: 3 clusters Score -1.945855e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -19458546.000000 Penalty: 3932.010010
	Iteration 71Q: 3 clusters Score -1.945855e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -19458542.000000 Penalty: 3932.010010
	Iteration 72Q: 3 clusters Score -1.945854e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -19458512.000000 Penalty: 3932.010010
	Iteration 73Q: 3 clusters Score -1.945851e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -19458542.000000 Penalty: 3932.010010
	Iteration 74Q: 3 clusters Score -1.945854e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 3932.010010
	Iteration 75Q: 3 clusters Score -1.945856e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -19458560.000000 Penalty: 3932.010010
	Iteration 76Q: 3 clusters Score -1.945856e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -19458552.000000 Penalty: 3932.010010
	Iteration 77Q: 3 clusters Score -1.945855e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -19458550.000000 Penalty: 3932.010010
	Iteration 78Q: 3 clusters Score -1.945855e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -19458576.000000 Penalty: 3932.010010
	Iteration 79Q: 3 clusters Score -1.945858e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -19458538.000000 Penalty: 3932.010010
	Iteration 80F: 3 clusters Score -1.945854e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -19458536.000000 Penalty: 3932.010010
	Iteration 81Q: 3 clusters Score -1.945854e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 3932.010010
	Iteration 82Q: 3 clusters Score -1.945854e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -19458500.000000 Penalty: 3932.010010
	Iteration 83Q: 3 clusters Score -1.94585e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -19458508.000000 Penalty: 3932.010010
	Iteration 84Q: 3 clusters Score -1.945851e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -19458542.000000 Penalty: 3932.010010
	Iteration 85Q: 3 clusters Score -1.945854e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -19458546.000000 Penalty: 3932.010010
	Iteration 86Q: 3 clusters Score -1.945855e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 3932.010010
	Iteration 87Q: 3 clusters Score -1.945854e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -19458514.000000 Penalty: 3932.010010
	Iteration 88Q: 3 clusters Score -1.945851e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 94052 members 
Entering Unmasked Estep 
Score: -19458494.000000 Penalty: 3932.010010
	Iteration 89Q: 3 clusters Score -1.945849e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -19458492.000000 Penalty: 3932.010010
	Iteration 90Q: 3 clusters Score -1.945849e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -19458474.000000 Penalty: 3932.010010
	Iteration 91Q: 3 clusters Score -1.945847e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -19458432.000000 Penalty: 3932.010010
	Iteration 92Q: 3 clusters Score -1.945843e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -19458440.000000 Penalty: 3932.010010
	Iteration 93Q: 3 clusters Score -1.945844e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -19458394.000000 Penalty: 3932.010010
	Iteration 94Q: 3 clusters Score -1.945839e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -19458326.000000 Penalty: 3932.010010
	Iteration 95Q: 3 clusters Score -1.945833e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -19458282.000000 Penalty: 3932.010010
	Iteration 96Q: 3 clusters Score -1.945828e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -19458240.000000 Penalty: 3932.010010
	Iteration 97Q: 3 clusters Score -1.945824e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -19458136.000000 Penalty: 3932.010010
	Iteration 98Q: 3 clusters Score -1.945814e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -19458150.000000 Penalty: 3932.010010
	Iteration 99Q: 3 clusters Score -1.945815e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -19458076.000000 Penalty: 3932.010010
	Iteration 100F: 3 clusters Score -1.945808e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -19458082.000000 Penalty: 3932.010010
	Iteration 101Q: 3 clusters Score -1.945808e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -19457982.000000 Penalty: 3932.010010
	Iteration 102Q: 3 clusters Score -1.945798e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -19457784.000000 Penalty: 3932.010010
	Iteration 103Q: 3 clusters Score -1.945778e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -19457724.000000 Penalty: 3932.010010
	Iteration 104Q: 3 clusters Score -1.945772e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -19457664.000000 Penalty: 3932.010010
	Iteration 105Q: 3 clusters Score -1.945766e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -19457590.000000 Penalty: 3932.010010
	Iteration 106Q: 3 clusters Score -1.945759e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -19457504.000000 Penalty: 3932.010010
	Iteration 107Q: 3 clusters Score -1.94575e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -19457456.000000 Penalty: 3932.010010
	Iteration 108Q: 3 clusters Score -1.945746e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -19457492.000000 Penalty: 3932.010010
	Iteration 109Q: 3 clusters Score -1.945749e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 111698 members 
Entering Unmasked Estep 
Score: -19457510.000000 Penalty: 3932.010010
	Iteration 110Q: 3 clusters Score -1.945751e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -19457606.000000 Penalty: 3932.010010
	Iteration 111Q: 3 clusters Score -1.945761e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -19457504.000000 Penalty: 3932.010010
	Iteration 112Q: 3 clusters Score -1.94575e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -19457560.000000 Penalty: 3932.010010
	Iteration 113Q: 3 clusters Score -1.945756e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 117640 members 
Entering Unmasked Estep 
Score: -19457500.000000 Penalty: 3932.010010
	Iteration 114Q: 3 clusters Score -1.94575e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -19457418.000000 Penalty: 3932.010010
	Iteration 115Q: 3 clusters Score -1.945742e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 120791 members 
Entering Unmasked Estep 
Score: -19457512.000000 Penalty: 3932.010010
	Iteration 116Q: 3 clusters Score -1.945751e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 122391 members 
Entering Unmasked Estep 
Score: -19457438.000000 Penalty: 3932.010010
	Iteration 117Q: 3 clusters Score -1.945744e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -19457494.000000 Penalty: 3932.010010
	Iteration 118Q: 3 clusters Score -1.945749e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -19457550.000000 Penalty: 3932.010010
	Iteration 119Q: 3 clusters Score -1.945755e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 127646 members 
Entering Unmasked Estep 
Score: -19457562.000000 Penalty: 3932.010010
	Iteration 120F: 3 clusters Score -1.945756e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 129527 members 
Entering Unmasked Estep 
Score: -19457458.000000 Penalty: 3932.010010
	Iteration 121Q: 3 clusters Score -1.945746e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 131433 members 
Entering Unmasked Estep 
Score: -19457532.000000 Penalty: 3932.010010
	Iteration 122Q: 3 clusters Score -1.945753e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 133368 members 
Entering Unmasked Estep 
Score: -19457554.000000 Penalty: 3932.010010
	Iteration 123Q: 3 clusters Score -1.945755e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -19457640.000000 Penalty: 3932.010010
	Iteration 124Q: 3 clusters Score -1.945764e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 137664 members 
Entering Unmasked Estep 
Score: -19457666.000000 Penalty: 3932.010010
	Iteration 125Q: 3 clusters Score -1.945767e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 139894 members 
Entering Unmasked Estep 
Score: -19457586.000000 Penalty: 3932.010010
	Iteration 126Q: 3 clusters Score -1.945759e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -19457722.000000 Penalty: 3932.010010
	Iteration 127Q: 3 clusters Score -1.945772e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 144477 members 
Entering Unmasked Estep 
Score: -19457910.000000 Penalty: 3932.010010
	Iteration 128Q: 3 clusters Score -1.945791e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -19457998.000000 Penalty: 3932.010010
	Iteration 129Q: 3 clusters Score -1.9458e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -19458144.000000 Penalty: 3932.010010
	Iteration 130Q: 3 clusters Score -1.945814e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 150983 members 
Entering Unmasked Estep 
Score: -19458180.000000 Penalty: 3932.010010
	Iteration 131Q: 3 clusters Score -1.945818e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 153000 members 
Entering Unmasked Estep 
Score: -19458170.000000 Penalty: 3932.010010
	Iteration 132Q: 3 clusters Score -1.945817e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -19458216.000000 Penalty: 3932.010010
	Iteration 133Q: 3 clusters Score -1.945822e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -19458300.000000 Penalty: 3932.010010
	Iteration 134Q: 3 clusters Score -1.94583e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 158686 members 
Entering Unmasked Estep 
Score: -19458568.000000 Penalty: 3932.010010
	Iteration 135Q: 3 clusters Score -1.945857e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -19458586.000000 Penalty: 3932.010010
	Iteration 136Q: 3 clusters Score -1.945859e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -19458792.000000 Penalty: 3932.010010
	Iteration 137Q: 3 clusters Score -1.945879e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -19458780.000000 Penalty: 3932.010010
	Iteration 138Q: 3 clusters Score -1.945878e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -19458904.000000 Penalty: 3932.010010
	Iteration 139Q: 3 clusters Score -1.94589e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -19459040.000000 Penalty: 3932.010010
	Iteration 140F: 3 clusters Score -1.945904e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -19459010.000000 Penalty: 3932.010010
	Iteration 141Q: 3 clusters Score -1.945901e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -19458998.000000 Penalty: 3932.010010
	Iteration 142Q: 3 clusters Score -1.9459e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -19458722.000000 Penalty: 3932.010010
	Iteration 143Q: 3 clusters Score -1.945872e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 169826 members 
Entering Unmasked Estep 
Score: -19458298.000000 Penalty: 3932.010010
	Iteration 144Q: 3 clusters Score -1.94583e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -19457974.000000 Penalty: 3932.010010
	Iteration 145Q: 3 clusters Score -1.945797e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 171279 members 
Entering Unmasked Estep 
Score: -19457670.000000 Penalty: 3932.010010
	Iteration 146Q: 3 clusters Score -1.945767e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 171919 members 
Entering Unmasked Estep 
Score: -19457342.000000 Penalty: 3932.010010
	Iteration 147Q: 3 clusters Score -1.945734e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -19457096.000000 Penalty: 3932.010010
	Iteration 148Q: 3 clusters Score -1.94571e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -19456914.000000 Penalty: 3932.010010
	Iteration 149Q: 3 clusters Score -1.945691e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 173520 members 
Entering Unmasked Estep 
Score: -19456814.000000 Penalty: 3932.010010
	Iteration 150Q: 3 clusters Score -1.945681e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -19456688.000000 Penalty: 3932.010010
	Iteration 151Q: 3 clusters Score -1.945669e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -19456484.000000 Penalty: 3932.010010
	Iteration 152Q: 3 clusters Score -1.945648e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 174636 members 
Entering Unmasked Estep 
Score: -19456178.000000 Penalty: 3932.010010
	Iteration 153Q: 3 clusters Score -1.945618e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 174919 members 
Entering Unmasked Estep 
Score: -19455934.000000 Penalty: 3932.010010
	Iteration 154Q: 3 clusters Score -1.945593e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -19455706.000000 Penalty: 3932.010010
	Iteration 155Q: 3 clusters Score -1.945571e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -19455566.000000 Penalty: 3932.010010
	Iteration 156Q: 3 clusters Score -1.945557e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 175585 members 
Entering Unmasked Estep 
Score: -19455440.000000 Penalty: 3932.010010
	Iteration 157Q: 3 clusters Score -1.945544e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -19455264.000000 Penalty: 3932.010010
	Iteration 158Q: 3 clusters Score -1.945526e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -19455086.000000 Penalty: 3932.010010
	Iteration 159Q: 3 clusters Score -1.945509e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -19454984.000000 Penalty: 3932.010010
	Iteration 160F: 3 clusters Score -1.945498e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 176258 members 
Entering Unmasked Estep 
Score: -19454868.000000 Penalty: 3932.010010
	Iteration 161Q: 3 clusters Score -1.945487e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 176407 members 
Entering Unmasked Estep 
Score: -19454748.000000 Penalty: 3932.010010
	Iteration 162Q: 3 clusters Score -1.945475e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -19454666.000000 Penalty: 3932.010010
	Iteration 163Q: 3 clusters Score -1.945467e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -19454546.000000 Penalty: 3932.010010
	Iteration 164Q: 3 clusters Score -1.945455e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 176840 members 
Entering Unmasked Estep 
Score: -19454432.000000 Penalty: 3932.010010
	Iteration 165Q: 3 clusters Score -1.945443e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -19454368.000000 Penalty: 3932.010010
	Iteration 166Q: 3 clusters Score -1.945437e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 177091 members 
Entering Unmasked Estep 
Score: -19454238.000000 Penalty: 3932.010010
	Iteration 167Q: 3 clusters Score -1.945424e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -19454116.000000 Penalty: 3932.010010
	Iteration 168Q: 3 clusters Score -1.945412e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 177335 members 
Entering Unmasked Estep 
Score: -19453994.000000 Penalty: 3932.010010
	Iteration 169Q: 3 clusters Score -1.945399e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -19453954.000000 Penalty: 3932.010010
	Iteration 170Q: 3 clusters Score -1.945395e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -19453852.000000 Penalty: 3932.010010
	Iteration 171Q: 3 clusters Score -1.945385e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -19453770.000000 Penalty: 3932.010010
	Iteration 172Q: 3 clusters Score -1.945377e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -19453686.000000 Penalty: 3932.010010
	Iteration 173Q: 3 clusters Score -1.945369e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 177862 members 
Entering Unmasked Estep 
Score: -19453570.000000 Penalty: 3932.010010
	Iteration 174Q: 3 clusters Score -1.945357e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 177957 members 
Entering Unmasked Estep 
Score: -19453536.000000 Penalty: 3932.010010
	Iteration 175Q: 3 clusters Score -1.945354e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 178040 members 
Entering Unmasked Estep 
Score: -19453480.000000 Penalty: 3932.010010
	Iteration 176Q: 3 clusters Score -1.945348e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 178125 members 
Entering Unmasked Estep 
Score: -19453382.000000 Penalty: 3932.010010
	Iteration 177Q: 3 clusters Score -1.945338e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 178205 members 
Entering Unmasked Estep 
Score: -19453358.000000 Penalty: 3932.010010
	Iteration 178Q: 3 clusters Score -1.945336e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 178281 members 
Entering Unmasked Estep 
Score: -19453368.000000 Penalty: 3932.010010
	Iteration 179Q: 3 clusters Score -1.945337e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 178337 members 
Entering Unmasked Estep 
Score: -19453376.000000 Penalty: 3932.010010
	Iteration 180F: 3 clusters Score -1.945338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 178383 members 
Entering Unmasked Estep 
Score: -19453286.000000 Penalty: 3932.010010
	Iteration 181Q: 3 clusters Score -1.945329e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 178437 members 
Entering Unmasked Estep 
Score: -19453212.000000 Penalty: 3932.010010
	Iteration 182Q: 3 clusters Score -1.945321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 178474 members 
Entering Unmasked Estep 
Score: -19453212.000000 Penalty: 3932.010010
	Iteration 183Q: 3 clusters Score -1.945321e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 178505 members 
Entering Unmasked Estep 
Score: -19453188.000000 Penalty: 3932.010010
	Iteration 184Q: 3 clusters Score -1.945319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 178542 members 
Entering Unmasked Estep 
Score: -19453152.000000 Penalty: 3932.010010
	Iteration 185Q: 3 clusters Score -1.945315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 178570 members 
Entering Unmasked Estep 
Score: -19453096.000000 Penalty: 3932.010010
	Iteration 186Q: 3 clusters Score -1.94531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -19453086.000000 Penalty: 3932.010010
	Iteration 187Q: 3 clusters Score -1.945309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 178618 members 
Entering Unmasked Estep 
Score: -19453048.000000 Penalty: 3932.010010
	Iteration 188Q: 3 clusters Score -1.945305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 178636 members 
Entering Unmasked Estep 
Score: -19453044.000000 Penalty: 3932.010010
	Iteration 189Q: 3 clusters Score -1.945304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -19453032.000000 Penalty: 3932.010010
	Iteration 190Q: 3 clusters Score -1.945303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 178682 members 
Entering Unmasked Estep 
Score: -19452994.000000 Penalty: 3932.010010
	Iteration 191Q: 3 clusters Score -1.945299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 178700 members 
Entering Unmasked Estep 
Score: -19452970.000000 Penalty: 3932.010010
	Iteration 192Q: 3 clusters Score -1.945297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 178714 members 
Entering Unmasked Estep 
Score: -19452940.000000 Penalty: 3932.010010
	Iteration 193Q: 3 clusters Score -1.945294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 178725 members 
Entering Unmasked Estep 
Score: -19452938.000000 Penalty: 3932.010010
	Iteration 194Q: 3 clusters Score -1.945294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 178735 members 
Entering Unmasked Estep 
Score: -19452930.000000 Penalty: 3932.010010
	Iteration 195Q: 3 clusters Score -1.945293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -19452934.000000 Penalty: 3932.010010
	Iteration 196Q: 3 clusters Score -1.945293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -19452924.000000 Penalty: 3932.010010
	Iteration 197Q: 3 clusters Score -1.945292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -19452908.000000 Penalty: 3932.010010
	Iteration 198Q: 3 clusters Score -1.945291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 178764 members 
Entering Unmasked Estep 
Score: -19452908.000000 Penalty: 3932.010010
	Iteration 199Q: 3 clusters Score -1.945291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 178767 members 
Entering Unmasked Estep 
Score: -19452902.000000 Penalty: 3932.010010
	Iteration 200F: 3 clusters Score -1.94529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -19452908.000000 Penalty: 3932.010010
	Iteration 201Q: 3 clusters Score -1.945291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -19452908.000000 Penalty: 3932.010010
	Iteration 202Q: 3 clusters Score -1.945291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 178781 members 
Entering Unmasked Estep 
Score: -19452896.000000 Penalty: 3932.010010
	Iteration 203Q: 3 clusters Score -1.94529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -19452882.000000 Penalty: 3932.010010
	Iteration 204Q: 3 clusters Score -1.945288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -19452890.000000 Penalty: 3932.010010
	Iteration 205Q: 3 clusters Score -1.945289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -19452892.000000 Penalty: 3932.010010
	Iteration 206Q: 3 clusters Score -1.945289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -19452896.000000 Penalty: 3932.010010
	Iteration 207Q: 3 clusters Score -1.94529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -19452896.000000 Penalty: 3932.010010
	Iteration 208F: 3 clusters Score -1.94529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -30723.550781 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -30723.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29826.447266 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -29826.45 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29971.634766 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -29971.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30014.759766 Penalty: 1908.438354
	Iteration 2Q: 3 clusters Score -30014.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30037.589844 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -30037.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30068.429688 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -30068.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30117.589844 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -30117.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30158.089844 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -30158.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30184.888672 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -30184.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30199.943359 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -30199.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30214.634766 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -30214.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30221.968750 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -30221.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30224.113281 Penalty: 1908.438354
	Iteration 11F: 3 clusters Score -30224.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30238.621094 Penalty: 1908.438354
	Iteration 12Q: 3 clusters Score -30238.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30257.292969 Penalty: 1908.438354
	Iteration 13Q: 3 clusters Score -30257.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30277.537109 Penalty: 1908.438354
	Iteration 14Q: 3 clusters Score -30277.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30293.550781 Penalty: 1908.438354
	Iteration 15Q: 3 clusters Score -30293.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30299.630859 Penalty: 1908.438354
	Iteration 16Q: 3 clusters Score -30299.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30306.960938 Penalty: 1908.438354
	Iteration 17Q: 3 clusters Score -30306.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30306.960938 Penalty: 1908.438354
	Iteration 18F: 3 clusters Score -30306.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -49587.656250 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -49587.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48488.902344 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -48488.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48703.542969 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -48703.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48783.398438 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -48783.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48848.722656 Penalty: 2069.102783
	Iteration 3F: 3 clusters Score -48848.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48889.078125 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -48889.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48901.179688 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -48901.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -48918.839844 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -48918.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -48953.859375 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -48953.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48993.882812 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -48993.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49020.089844 Penalty: 2069.102783
	Iteration 9Q: 3 clusters Score -49020.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49042.929688 Penalty: 2069.102783
	Iteration 10Q: 3 clusters Score -49042.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49059.132812 Penalty: 2069.102783
	Iteration 11Q: 3 clusters Score -49059.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49083.507812 Penalty: 2069.102783
	Iteration 12Q: 3 clusters Score -49083.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49099.800781 Penalty: 2069.102783
	Iteration 13Q: 3 clusters Score -49099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49111.324219 Penalty: 2069.102783
	Iteration 14Q: 3 clusters Score -49111.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49112.187500 Penalty: 2069.102783
	Iteration 15Q: 3 clusters Score -49112.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49112.187500 Penalty: 2069.102783
	Iteration 16F: 3 clusters Score -49112.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031328.000000 Penalty: 91867.312500
Iteration 159Q: 42 clusters Score -1.010313e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031328.000000 Penalty: 91867.312500
Iteration 160F: 42 clusters Score -1.010313e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031336.000000 Penalty: 91867.312500
Iteration 161Q: 42 clusters Score -1.010313e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 192 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031320.000000 Penalty: 91867.312500
Iteration 162Q: 42 clusters Score -1.010313e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 309 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031304.000000 Penalty: 91867.312500
Iteration 163Q: 42 clusters Score -1.010313e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031304.000000 Penalty: 91867.312500
Iteration 164Q: 42 clusters Score -1.010313e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031304.000000 Penalty: 91867.312500
Iteration 165F: 42 clusters Score -1.010313e+08 nChanged 0
Entering ConstructFrom: 
Score: -101031304.000000 Penalty: 91867.312500
Entering ConstructFrom: 
Trying to split cluster 1 (8075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Entering Unmasked Estep 
Score: -827466.000000 Penalty: 1461.935791
	Iteration 0F: 2 clusters Score -827466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -821501.562500 Penalty: 2923.871582
	Iteration 0F: 3 clusters Score -821501.6 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -823391.250000 Penalty: 2923.871582
	Iteration 1F: 3 clusters Score -823391.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -823703.187500 Penalty: 2923.871582
	Iteration 2F: 3 clusters Score -823703.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -823959.375000 Penalty: 2923.871582
	Iteration 3F: 3 clusters Score -823959.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -824215.125000 Penalty: 2923.871582
	Iteration 4F: 3 clusters Score -824215.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -824456.187500 Penalty: 2923.871582
	Iteration 5Q: 3 clusters Score -824456.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -824674.937500 Penalty: 2923.871582
	Iteration 6Q: 3 clusters Score -824674.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -824867.500000 Penalty: 2923.871582
	Iteration 7Q: 3 clusters Score -824867.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -825030.250000 Penalty: 2923.871582
	Iteration 8Q: 3 clusters Score -825030.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -825168.937500 Penalty: 2923.871582
	Iteration 9Q: 3 clusters Score -825168.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -825286.875000 Penalty: 2923.871582
	Iteration 10Q: 3 clusters Score -825286.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -825378.000000 Penalty: 2923.871582
	Iteration 11Q: 3 clusters Score -825378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -825455.812500 Penalty: 2923.871582
	Iteration 12Q: 3 clusters Score -825455.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -825516.375000 Penalty: 2923.871582
	Iteration 13Q: 3 clusters Score -825516.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -825569.625000 Penalty: 2923.871582
	Iteration 14Q: 3 clusters Score -825569.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -825606.875000 Penalty: 2923.871582
	Iteration 15Q: 3 clusters Score -825606.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -825634.625000 Penalty: 2923.871582
	Iteration 16Q: 3 clusters Score -825634.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -825653.062500 Penalty: 2923.871582
	Iteration 17Q: 3 clusters Score -825653.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -825662.562500 Penalty: 2923.871582
	Iteration 18Q: 3 clusters Score -825662.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -825669.500000 Penalty: 2923.871582
	Iteration 19Q: 3 clusters Score -825669.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -825673.812500 Penalty: 2923.871582
	Iteration 20F: 3 clusters Score -825673.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -825679.750000 Penalty: 2923.871582
	Iteration 21Q: 3 clusters Score -825679.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -825681.312500 Penalty: 2923.871582
	Iteration 22Q: 3 clusters Score -825681.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -825686.250000 Penalty: 2923.871582
	Iteration 23Q: 3 clusters Score -825686.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -825689.750000 Penalty: 2923.871582
	Iteration 24Q: 3 clusters Score -825689.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -825694.500000 Penalty: 2923.871582
	Iteration 25Q: 3 clusters Score -825694.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -825700.562500 Penalty: 2923.871582
	Iteration 26Q: 3 clusters Score -825700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -825702.375000 Penalty: 2923.871582
	Iteration 27Q: 3 clusters Score -825702.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -825703.062500 Penalty: 2923.871582
	Iteration 28Q: 3 clusters Score -825703.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -825704.812500 Penalty: 2923.871582
	Iteration 29Q: 3 clusters Score -825704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -825707.812500 Penalty: 2923.871582
	Iteration 30Q: 3 clusters Score -825707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -825708.875000 Penalty: 2923.871582
	Iteration 31Q: 3 clusters Score -825708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -825709.437500 Penalty: 2923.871582
	Iteration 32Q: 3 clusters Score -825709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -825708.750000 Penalty: 2923.871582
	Iteration 33Q: 3 clusters Score -825708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -825709.625000 Penalty: 2923.871582
	Iteration 34Q: 3 clusters Score -825709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -825709.500000 Penalty: 2923.871582
	Iteration 35Q: 3 clusters Score -825709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -825709.812500 Penalty: 2923.871582
	Iteration 36Q: 3 clusters Score -825709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -825709.812500 Penalty: 2923.871582
	Iteration 37F: 3 clusters Score -825709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -301197.593750 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -301197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -298658.937500 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -298658.9 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -299303.218750 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -299303.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -299436.687500 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -299436.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -299490.937500 Penalty: 2571.656494
	Iteration 3Q: 3 clusters Score -299490.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -299526.031250 Penalty: 2571.656494
	Iteration 4Q: 3 clusters Score -299526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -299558.187500 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -299558.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -299584.062500 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -299584.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -299611.062500 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -299611.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -299636.656250 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -299636.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -299661.281250 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -299661.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -299686.375000 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -299686.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -299707.187500 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -299707.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -299730.312500 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -299730.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -299751.750000 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -299751.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -299772.218750 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -299772.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -299784.687500 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -299784.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -299803.437500 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -299803.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -299820.750000 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -299820.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -299834.156250 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -299834.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -299845.718750 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -299845.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -299865.375000 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -299865.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -299888.937500 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -299888.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -299913.656250 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -299913.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -299930.281250 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -299930.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -299943.031250 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -299943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -299966.375000 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -299966.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -299983.093750 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -299983.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -299997.375000 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -299997.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -300008.906250 Penalty: 2571.656494
	Iteration 28Q: 3 clusters Score -300008.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -300018.250000 Penalty: 2571.656494
	Iteration 29Q: 3 clusters Score -300018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -300024.656250 Penalty: 2571.656494
	Iteration 30Q: 3 clusters Score -300024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -300028.937500 Penalty: 2571.656494
	Iteration 31Q: 3 clusters Score -300028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -300042.968750 Penalty: 2571.656494
	Iteration 32Q: 3 clusters Score -300043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -300053.062500 Penalty: 2571.656494
	Iteration 33Q: 3 clusters Score -300053.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -300060.000000 Penalty: 2571.656494
	Iteration 34Q: 3 clusters Score -300060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -300061.218750 Penalty: 2571.656494
	Iteration 35Q: 3 clusters Score -300061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -300061.218750 Penalty: 2571.656494
	Iteration 36F: 3 clusters Score -300061.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Entering Unmasked Estep 
Score: -4038419.500000 Penalty: 1715.048584
	Iteration 0F: 2 clusters Score -4038420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4012888.500000 Penalty: 3430.097168
	Iteration 0F: 3 clusters Score -4012888 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4023701.250000 Penalty: 3430.097168
	Iteration 1F: 3 clusters Score -4023701 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4025302.750000 Penalty: 3430.097168
	Iteration 2F: 3 clusters Score -4025303 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4027579.000000 Penalty: 3430.097168
	Iteration 3F: 3 clusters Score -4027579 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4030247.500000 Penalty: 3430.097168
	Iteration 4F: 3 clusters Score -4030248 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4032746.500000 Penalty: 3430.097168
	Iteration 5F: 3 clusters Score -4032746 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -4034674.750000 Penalty: 3430.097168
	Iteration 6F: 3 clusters Score -4034675 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4036091.000000 Penalty: 3430.097168
	Iteration 7Q: 3 clusters Score -4036091 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4036895.250000 Penalty: 3430.097168
	Iteration 8Q: 3 clusters Score -4036895 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4037264.500000 Penalty: 3430.097168
	Iteration 9Q: 3 clusters Score -4037264 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4037479.000000 Penalty: 3430.097168
	Iteration 10Q: 3 clusters Score -4037479 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4037636.500000 Penalty: 3430.097168
	Iteration 11Q: 3 clusters Score -4037636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4037721.250000 Penalty: 3430.097168
	Iteration 12Q: 3 clusters Score -4037721 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4037763.250000 Penalty: 3430.097168
	Iteration 13Q: 3 clusters Score -4037763 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -4037826.750000 Penalty: 3430.097168
	Iteration 14Q: 3 clusters Score -4037827 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4037891.000000 Penalty: 3430.097168
	Iteration 15Q: 3 clusters Score -4037891 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4037927.500000 Penalty: 3430.097168
	Iteration 16Q: 3 clusters Score -4037928 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -4037968.750000 Penalty: 3430.097168
	Iteration 17Q: 3 clusters Score -4037969 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -4037986.000000 Penalty: 3430.097168
	Iteration 18Q: 3 clusters Score -4037986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4037996.500000 Penalty: 3430.097168
	Iteration 19Q: 3 clusters Score -4037996 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4037997.750000 Penalty: 3430.097168
	Iteration 20F: 3 clusters Score -4037998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4038006.500000 Penalty: 3430.097168
	Iteration 21Q: 3 clusters Score -4038006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4038010.250000 Penalty: 3430.097168
	Iteration 22Q: 3 clusters Score -4038010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4038018.500000 Penalty: 3430.097168
	Iteration 23Q: 3 clusters Score -4038018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4038020.500000 Penalty: 3430.097168
	Iteration 24Q: 3 clusters Score -4038020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4038035.000000 Penalty: 3430.097168
	Iteration 25Q: 3 clusters Score -4038035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4038032.000000 Penalty: 3430.097168
	Iteration 26Q: 3 clusters Score -4038032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -4038035.750000 Penalty: 3430.097168
	Iteration 27Q: 3 clusters Score -4038036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -4038029.750000 Penalty: 3430.097168
	Iteration 28Q: 3 clusters Score -4038030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4038026.000000 Penalty: 3430.097168
	Iteration 29Q: 3 clusters Score -4038026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -4038027.000000 Penalty: 3430.097168
	Iteration 30Q: 3 clusters Score -4038027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4038025.250000 Penalty: 3430.097168
	Iteration 31Q: 3 clusters Score -4038025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4038025.250000 Penalty: 3430.097168
	Iteration 32Q: 3 clusters Score -4038025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4038026.250000 Penalty: 3430.097168
	Iteration 33Q: 3 clusters Score -4038026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4038031.750000 Penalty: 3430.097168
	Iteration 34Q: 3 clusters Score -4038032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4038036.500000 Penalty: 3430.097168
	Iteration 35Q: 3 clusters Score -4038036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4038035.000000 Penalty: 3430.097168
	Iteration 36Q: 3 clusters Score -4038035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4038025.000000 Penalty: 3430.097168
	Iteration 37Q: 3 clusters Score -4038025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4038033.000000 Penalty: 3430.097168
	Iteration 38Q: 3 clusters Score -4038033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4038040.000000 Penalty: 3430.097168
	Iteration 39Q: 3 clusters Score -4038040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4038042.500000 Penalty: 3430.097168
	Iteration 40F: 3 clusters Score -4038042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4038048.000000 Penalty: 3430.097168
	Iteration 41Q: 3 clusters Score -4038048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -4038047.000000 Penalty: 3430.097168
	Iteration 42Q: 3 clusters Score -4038047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4038053.750000 Penalty: 3430.097168
	Iteration 43Q: 3 clusters Score -4038054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4038051.000000 Penalty: 3430.097168
	Iteration 44Q: 3 clusters Score -4038051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4038050.500000 Penalty: 3430.097168
	Iteration 45Q: 3 clusters Score -4038050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4038048.250000 Penalty: 3430.097168
	Iteration 46Q: 3 clusters Score -4038048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4038047.000000 Penalty: 3430.097168
	Iteration 47Q: 3 clusters Score -4038047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4038045.000000 Penalty: 3430.097168
	Iteration 48Q: 3 clusters Score -4038045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4038044.750000 Penalty: 3430.097168
	Iteration 49Q: 3 clusters Score -4038045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4038048.750000 Penalty: 3430.097168
	Iteration 50Q: 3 clusters Score -4038049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4038047.000000 Penalty: 3430.097168
	Iteration 51Q: 3 clusters Score -4038047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4038047.000000 Penalty: 3430.097168
	Iteration 52F: 3 clusters Score -4038047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Entering Unmasked Estep 
Score: -1039010.562500 Penalty: 1489.334229
	Iteration 0F: 2 clusters Score -1039011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1032153.937500 Penalty: 2978.668457
	Iteration 0F: 3 clusters Score -1032154 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1034403.875000 Penalty: 2978.668457
	Iteration 1F: 3 clusters Score -1034404 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1034772.187500 Penalty: 2978.668457
	Iteration 2F: 3 clusters Score -1034772 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1035119.250000 Penalty: 2978.668457
	Iteration 3F: 3 clusters Score -1035119 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1035475.062500 Penalty: 2978.668457
	Iteration 4F: 3 clusters Score -1035475 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1035842.750000 Penalty: 2978.668457
	Iteration 5F: 3 clusters Score -1035843 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1036236.937500 Penalty: 2978.668457
	Iteration 6F: 3 clusters Score -1036237 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1036675.562500 Penalty: 2978.668457
	Iteration 7F: 3 clusters Score -1036676 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1037063.812500 Penalty: 2978.668457
	Iteration 8Q: 3 clusters Score -1037064 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1037359.562500 Penalty: 2978.668457
	Iteration 9Q: 3 clusters Score -1037360 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1037566.375000 Penalty: 2978.668457
	Iteration 10Q: 3 clusters Score -1037566 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1037686.125000 Penalty: 2978.668457
	Iteration 11Q: 3 clusters Score -1037686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1037742.625000 Penalty: 2978.668457
	Iteration 12Q: 3 clusters Score -1037743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1037780.625000 Penalty: 2978.668457
	Iteration 13Q: 3 clusters Score -1037781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1037809.000000 Penalty: 2978.668457
	Iteration 14Q: 3 clusters Score -1037809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1037826.687500 Penalty: 2978.668457
	Iteration 15Q: 3 clusters Score -1037827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1037846.750000 Penalty: 2978.668457
	Iteration 16Q: 3 clusters Score -1037847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1037862.125000 Penalty: 2978.668457
	Iteration 17Q: 3 clusters Score -1037862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1037874.812500 Penalty: 2978.668457
	Iteration 18Q: 3 clusters Score -1037875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1037885.687500 Penalty: 2978.668457
	Iteration 19Q: 3 clusters Score -1037886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1037894.062500 Penalty: 2978.668457
	Iteration 20F: 3 clusters Score -1037894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1037902.500000 Penalty: 2978.668457
	Iteration 21Q: 3 clusters Score -1037902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1037909.875000 Penalty: 2978.668457
	Iteration 22Q: 3 clusters Score -1037910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1037910.937500 Penalty: 2978.668457
	Iteration 23Q: 3 clusters Score -1037911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1037912.187500 Penalty: 2978.668457
	Iteration 24Q: 3 clusters Score -1037912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1037914.062500 Penalty: 2978.668457
	Iteration 25Q: 3 clusters Score -1037914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1037918.625000 Penalty: 2978.668457
	Iteration 26Q: 3 clusters Score -1037919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1037920.937500 Penalty: 2978.668457
	Iteration 27Q: 3 clusters Score -1037921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1037924.125000 Penalty: 2978.668457
	Iteration 28Q: 3 clusters Score -1037924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1037925.937500 Penalty: 2978.668457
	Iteration 29Q: 3 clusters Score -1037926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1037927.187500 Penalty: 2978.668457
	Iteration 30Q: 3 clusters Score -1037927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1037926.937500 Penalty: 2978.668457
	Iteration 31Q: 3 clusters Score -1037927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1037927.562500 Penalty: 2978.668457
	Iteration 32Q: 3 clusters Score -1037928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1037927.625000 Penalty: 2978.668457
	Iteration 33Q: 3 clusters Score -1037928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1037926.937500 Penalty: 2978.668457
	Iteration 34Q: 3 clusters Score -1037927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1037927.250000 Penalty: 2978.668457
	Iteration 35Q: 3 clusters Score -1037927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1037927.250000 Penalty: 2978.668457
	Iteration 36F: 3 clusters Score -1037927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Entering Unmasked Estep 
Score: -2752007.000000 Penalty: 1655.487183
	Iteration 0F: 2 clusters Score -2752007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2734057.250000 Penalty: 3310.974365
	Iteration 0F: 3 clusters Score -2734057 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2740881.500000 Penalty: 3310.974365
	Iteration 1F: 3 clusters Score -2740882 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2741498.000000 Penalty: 3310.974365
	Iteration 2Q: 3 clusters Score -2741498 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2742391.250000 Penalty: 3310.974365
	Iteration 3F: 3 clusters Score -2742391 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2743595.250000 Penalty: 3310.974365
	Iteration 4F: 3 clusters Score -2743595 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2744883.750000 Penalty: 3310.974365
	Iteration 5F: 3 clusters Score -2744884 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2746108.500000 Penalty: 3310.974365
	Iteration 6F: 3 clusters Score -2746108 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2747127.000000 Penalty: 3310.974365
	Iteration 7F: 3 clusters Score -2747127 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2747909.750000 Penalty: 3310.974365
	Iteration 8Q: 3 clusters Score -2747910 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2748589.750000 Penalty: 3310.974365
	Iteration 9Q: 3 clusters Score -2748590 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2749240.500000 Penalty: 3310.974365
	Iteration 10Q: 3 clusters Score -2749240 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2749794.750000 Penalty: 3310.974365
	Iteration 11Q: 3 clusters Score -2749795 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2750176.500000 Penalty: 3310.974365
	Iteration 12Q: 3 clusters Score -2750176 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2750396.750000 Penalty: 3310.974365
	Iteration 13Q: 3 clusters Score -2750397 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2750583.000000 Penalty: 3310.974365
	Iteration 14Q: 3 clusters Score -2750583 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2750691.500000 Penalty: 3310.974365
	Iteration 15Q: 3 clusters Score -2750692 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2750788.500000 Penalty: 3310.974365
	Iteration 16Q: 3 clusters Score -2750788 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2750863.250000 Penalty: 3310.974365
	Iteration 17Q: 3 clusters Score -2750863 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2750916.500000 Penalty: 3310.974365
	Iteration 18Q: 3 clusters Score -2750916 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2750964.500000 Penalty: 3310.974365
	Iteration 19Q: 3 clusters Score -2750964 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2751019.000000 Penalty: 3310.974365
	Iteration 20F: 3 clusters Score -2751019 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2751053.000000 Penalty: 3310.974365
	Iteration 21Q: 3 clusters Score -2751053 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2751094.750000 Penalty: 3310.974365
	Iteration 22Q: 3 clusters Score -2751095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2751124.000000 Penalty: 3310.974365
	Iteration 23Q: 3 clusters Score -2751124 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2751134.000000 Penalty: 3310.974365
	Iteration 24Q: 3 clusters Score -2751134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2751154.250000 Penalty: 3310.974365
	Iteration 25Q: 3 clusters Score -2751154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2751166.500000 Penalty: 3310.974365
	Iteration 26Q: 3 clusters Score -2751166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2751171.250000 Penalty: 3310.974365
	Iteration 27Q: 3 clusters Score -2751171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2751182.000000 Penalty: 3310.974365
	Iteration 28Q: 3 clusters Score -2751182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2751185.750000 Penalty: 3310.974365
	Iteration 29Q: 3 clusters Score -2751186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2751194.750000 Penalty: 3310.974365
	Iteration 30Q: 3 clusters Score -2751195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2751203.250000 Penalty: 3310.974365
	Iteration 31Q: 3 clusters Score -2751203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2751209.000000 Penalty: 3310.974365
	Iteration 32Q: 3 clusters Score -2751209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2751218.500000 Penalty: 3310.974365
	Iteration 33Q: 3 clusters Score -2751218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2751224.750000 Penalty: 3310.974365
	Iteration 34Q: 3 clusters Score -2751225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2751238.750000 Penalty: 3310.974365
	Iteration 35Q: 3 clusters Score -2751239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2751248.000000 Penalty: 3310.974365
	Iteration 36Q: 3 clusters Score -2751248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2751259.750000 Penalty: 3310.974365
	Iteration 37Q: 3 clusters Score -2751260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2751256.000000 Penalty: 3310.974365
	Iteration 38Q: 3 clusters Score -2751256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2751253.750000 Penalty: 3310.974365
	Iteration 39Q: 3 clusters Score -2751254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2751250.750000 Penalty: 3310.974365
	Iteration 40F: 3 clusters Score -2751251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -2751256.250000 Penalty: 3310.974365
	Iteration 41Q: 3 clusters Score -2751256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2751256.000000 Penalty: 3310.974365
	Iteration 42Q: 3 clusters Score -2751256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2751260.000000 Penalty: 3310.974365
	Iteration 43Q: 3 clusters Score -2751260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2751268.500000 Penalty: 3310.974365
	Iteration 44Q: 3 clusters Score -2751268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2751270.000000 Penalty: 3310.974365
	Iteration 45Q: 3 clusters Score -2751270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2751278.000000 Penalty: 3310.974365
	Iteration 46Q: 3 clusters Score -2751278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2751277.500000 Penalty: 3310.974365
	Iteration 47Q: 3 clusters Score -2751278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2751282.500000 Penalty: 3310.974365
	Iteration 48Q: 3 clusters Score -2751282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -2751276.750000 Penalty: 3310.974365
	Iteration 49Q: 3 clusters Score -2751277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2751279.500000 Penalty: 3310.974365
	Iteration 50Q: 3 clusters Score -2751280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2751280.750000 Penalty: 3310.974365
	Iteration 51Q: 3 clusters Score -2751281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -2751276.500000 Penalty: 3310.974365
	Iteration 52Q: 3 clusters Score -2751276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2751276.500000 Penalty: 3310.974365
	Iteration 53Q: 3 clusters Score -2751276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2751279.500000 Penalty: 3310.974365
	Iteration 54Q: 3 clusters Score -2751280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2751279.250000 Penalty: 3310.974365
	Iteration 55Q: 3 clusters Score -2751279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2751284.000000 Penalty: 3310.974365
	Iteration 56Q: 3 clusters Score -2751284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2751284.000000 Penalty: 3310.974365
	Iteration 57Q: 3 clusters Score -2751284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2751283.750000 Penalty: 3310.974365
	Iteration 58Q: 3 clusters Score -2751284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2751281.250000 Penalty: 3310.974365
	Iteration 59Q: 3 clusters Score -2751281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2751280.750000 Penalty: 3310.974365
	Iteration 60F: 3 clusters Score -2751281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -508973.781250 Penalty: 1371.761230
	Iteration 0F: 2 clusters Score -508973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -505146.906250 Penalty: 2743.522461
	Iteration 0F: 3 clusters Score -505146.9 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -506281.562500 Penalty: 2743.522461
	Iteration 1F: 3 clusters Score -506281.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -506426.031250 Penalty: 2743.522461
	Iteration 2F: 3 clusters Score -506426 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -506526.375000 Penalty: 2743.522461
	Iteration 3Q: 3 clusters Score -506526.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -506604.812500 Penalty: 2743.522461
	Iteration 4Q: 3 clusters Score -506604.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -506665.250000 Penalty: 2743.522461
	Iteration 5Q: 3 clusters Score -506665.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -506720.656250 Penalty: 2743.522461
	Iteration 6Q: 3 clusters Score -506720.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -506765.218750 Penalty: 2743.522461
	Iteration 7Q: 3 clusters Score -506765.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -506808.468750 Penalty: 2743.522461
	Iteration 8Q: 3 clusters Score -506808.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -506866.781250 Penalty: 2743.522461
	Iteration 9Q: 3 clusters Score -506866.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -506931.406250 Penalty: 2743.522461
	Iteration 10Q: 3 clusters Score -506931.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -507004.093750 Penalty: 2743.522461
	Iteration 11Q: 3 clusters Score -507004.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -507068.281250 Penalty: 2743.522461
	Iteration 12Q: 3 clusters Score -507068.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -507140.031250 Penalty: 2743.522461
	Iteration 13Q: 3 clusters Score -507140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -507206.031250 Penalty: 2743.522461
	Iteration 14Q: 3 clusters Score -507206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -507270.343750 Penalty: 2743.522461
	Iteration 15Q: 3 clusters Score -507270.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -507333.250000 Penalty: 2743.522461
	Iteration 16Q: 3 clusters Score -507333.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -507397.875000 Penalty: 2743.522461
	Iteration 17Q: 3 clusters Score -507397.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -507464.312500 Penalty: 2743.522461
	Iteration 18Q: 3 clusters Score -507464.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -507516.406250 Penalty: 2743.522461
	Iteration 19Q: 3 clusters Score -507516.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -507567.406250 Penalty: 2743.522461
	Iteration 20F: 3 clusters Score -507567.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -507611.031250 Penalty: 2743.522461
	Iteration 21Q: 3 clusters Score -507611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -507670.562500 Penalty: 2743.522461
	Iteration 22Q: 3 clusters Score -507670.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -507708.343750 Penalty: 2743.522461
	Iteration 23Q: 3 clusters Score -507708.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -507732.000000 Penalty: 2743.522461
	Iteration 24Q: 3 clusters Score -507732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -507750.437500 Penalty: 2743.522461
	Iteration 25Q: 3 clusters Score -507750.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -507759.281250 Penalty: 2743.522461
	Iteration 26Q: 3 clusters Score -507759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -507763.968750 Penalty: 2743.522461
	Iteration 27Q: 3 clusters Score -507764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -507766.343750 Penalty: 2743.522461
	Iteration 28Q: 3 clusters Score -507766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -507772.093750 Penalty: 2743.522461
	Iteration 29Q: 3 clusters Score -507772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -507775.687500 Penalty: 2743.522461
	Iteration 30Q: 3 clusters Score -507775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -507777.687500 Penalty: 2743.522461
	Iteration 31Q: 3 clusters Score -507777.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -507784.406250 Penalty: 2743.522461
	Iteration 32Q: 3 clusters Score -507784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -507787.625000 Penalty: 2743.522461
	Iteration 33Q: 3 clusters Score -507787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -507789.718750 Penalty: 2743.522461
	Iteration 34Q: 3 clusters Score -507789.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -507793.531250 Penalty: 2743.522461
	Iteration 35Q: 3 clusters Score -507793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -507795.437500 Penalty: 2743.522461
	Iteration 36Q: 3 clusters Score -507795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -507796.812500 Penalty: 2743.522461
	Iteration 37Q: 3 clusters Score -507796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -507797.750000 Penalty: 2743.522461
	Iteration 38Q: 3 clusters Score -507797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -507799.968750 Penalty: 2743.522461
	Iteration 39Q: 3 clusters Score -507800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -507799.968750 Penalty: 2743.522461
	Iteration 40F: 3 clusters Score -507800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -204424.265625 Penalty: 1225.867920
	Iteration 0F: 2 clusters Score -204424.3 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 984 members 
Entering Unmasked Estep 
Score: -202374.093750 Penalty: 2451.735840
	Iteration 0F: 3 clusters Score -202374.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -202776.109375 Penalty: 2451.735840
	Iteration 1F: 3 clusters Score -202776.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -202885.859375 Penalty: 2451.735840
	Iteration 2F: 3 clusters Score -202885.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -202951.968750 Penalty: 2451.735840
	Iteration 3Q: 3 clusters Score -202952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -202993.109375 Penalty: 2451.735840
	Iteration 4Q: 3 clusters Score -202993.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203023.906250 Penalty: 2451.735840
	Iteration 5Q: 3 clusters Score -203023.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -203041.328125 Penalty: 2451.735840
	Iteration 6Q: 3 clusters Score -203041.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -203056.671875 Penalty: 2451.735840
	Iteration 7Q: 3 clusters Score -203056.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -203068.328125 Penalty: 2451.735840
	Iteration 8Q: 3 clusters Score -203068.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -203077.437500 Penalty: 2451.735840
	Iteration 9Q: 3 clusters Score -203077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -203084.781250 Penalty: 2451.735840
	Iteration 10Q: 3 clusters Score -203084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203089.500000 Penalty: 2451.735840
	Iteration 11Q: 3 clusters Score -203089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -203094.750000 Penalty: 2451.735840
	Iteration 12Q: 3 clusters Score -203094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -203097.828125 Penalty: 2451.735840
	Iteration 13Q: 3 clusters Score -203097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -203101.203125 Penalty: 2451.735840
	Iteration 14Q: 3 clusters Score -203101.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -203105.937500 Penalty: 2451.735840
	Iteration 15Q: 3 clusters Score -203105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203109.062500 Penalty: 2451.735840
	Iteration 16Q: 3 clusters Score -203109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -203111.015625 Penalty: 2451.735840
	Iteration 17Q: 3 clusters Score -203111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -203112.812500 Penalty: 2451.735840
	Iteration 18Q: 3 clusters Score -203112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -203114.093750 Penalty: 2451.735840
	Iteration 19Q: 3 clusters Score -203114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -203114.812500 Penalty: 2451.735840
	Iteration 20F: 3 clusters Score -203114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -203116.703125 Penalty: 2451.735840
	Iteration 21Q: 3 clusters Score -203116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -203119.578125 Penalty: 2451.735840
	Iteration 22Q: 3 clusters Score -203119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -203121.281250 Penalty: 2451.735840
	Iteration 23Q: 3 clusters Score -203121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -203123.687500 Penalty: 2451.735840
	Iteration 24Q: 3 clusters Score -203123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -203126.093750 Penalty: 2451.735840
	Iteration 25Q: 3 clusters Score -203126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -203127.734375 Penalty: 2451.735840
	Iteration 26Q: 3 clusters Score -203127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -203130.156250 Penalty: 2451.735840
	Iteration 27Q: 3 clusters Score -203130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -203132.203125 Penalty: 2451.735840
	Iteration 28Q: 3 clusters Score -203132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -203132.921875 Penalty: 2451.735840
	Iteration 29Q: 3 clusters Score -203132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -203133.671875 Penalty: 2451.735840
	Iteration 30Q: 3 clusters Score -203133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -203134.281250 Penalty: 2451.735840
	Iteration 31Q: 3 clusters Score -203134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -203134.281250 Penalty: 2451.735840
	Iteration 32F: 3 clusters Score -203134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Entering Unmasked Estep 
Score: -936899.562500 Penalty: 1483.413208
	Iteration 0F: 2 clusters Score -936899.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -930291.750000 Penalty: 2966.826416
	Iteration 0F: 3 clusters Score -930291.8 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -932569.125000 Penalty: 2966.826416
	Iteration 1F: 3 clusters Score -932569.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -932987.562500 Penalty: 2966.826416
	Iteration 2F: 3 clusters Score -932987.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -933401.312500 Penalty: 2966.826416
	Iteration 3F: 3 clusters Score -933401.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -933949.875000 Penalty: 2966.826416
	Iteration 4F: 3 clusters Score -933949.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -934616.812500 Penalty: 2966.826416
	Iteration 5F: 3 clusters Score -934616.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -935371.437500 Penalty: 2966.826416
	Iteration 6F: 3 clusters Score -935371.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -935983.687500 Penalty: 2966.826416
	Iteration 7F: 3 clusters Score -935983.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -936301.875000 Penalty: 2966.826416
	Iteration 8Q: 3 clusters Score -936301.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -936457.000000 Penalty: 2966.826416
	Iteration 9Q: 3 clusters Score -936457 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -936554.437500 Penalty: 2966.826416
	Iteration 10Q: 3 clusters Score -936554.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -936619.375000 Penalty: 2966.826416
	Iteration 11Q: 3 clusters Score -936619.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -936682.750000 Penalty: 2966.826416
	Iteration 12Q: 3 clusters Score -936682.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -936720.812500 Penalty: 2966.826416
	Iteration 13Q: 3 clusters Score -936720.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -936746.687500 Penalty: 2966.826416
	Iteration 14Q: 3 clusters Score -936746.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -936760.437500 Penalty: 2966.826416
	Iteration 15Q: 3 clusters Score -936760.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -936772.937500 Penalty: 2966.826416
	Iteration 16Q: 3 clusters Score -936772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -936779.437500 Penalty: 2966.826416
	Iteration 17Q: 3 clusters Score -936779.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -936786.125000 Penalty: 2966.826416
	Iteration 18Q: 3 clusters Score -936786.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -936787.812500 Penalty: 2966.826416
	Iteration 19Q: 3 clusters Score -936787.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -936789.562500 Penalty: 2966.826416
	Iteration 20F: 3 clusters Score -936789.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -936793.812500 Penalty: 2966.826416
	Iteration 21Q: 3 clusters Score -936793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -936796.187500 Penalty: 2966.826416
	Iteration 22Q: 3 clusters Score -936796.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -936798.125000 Penalty: 2966.826416
	Iteration 23Q: 3 clusters Score -936798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -936803.375000 Penalty: 2966.826416
	Iteration 24Q: 3 clusters Score -936803.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -936805.187500 Penalty: 2966.826416
	Iteration 25Q: 3 clusters Score -936805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -936806.375000 Penalty: 2966.826416
	Iteration 26Q: 3 clusters Score -936806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -936805.562500 Penalty: 2966.826416
	Iteration 27Q: 3 clusters Score -936805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -936806.000000 Penalty: 2966.826416
	Iteration 28Q: 3 clusters Score -936806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -936806.937500 Penalty: 2966.826416
	Iteration 29Q: 3 clusters Score -936806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -936805.875000 Penalty: 2966.826416
	Iteration 30Q: 3 clusters Score -936805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -936805.875000 Penalty: 2966.826416
	Iteration 31F: 3 clusters Score -936805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -141291.500000 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -141291.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -139538.515625 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -139538.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139859.296875 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -139859.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139930.781250 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -139930.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139987.453125 Penalty: 2370.672607
	Iteration 3Q: 3 clusters Score -139987.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140022.187500 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -140022.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140039.421875 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -140039.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -140051.109375 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -140051.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140061.125000 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -140061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140071.843750 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -140071.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -140083.515625 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -140083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140090.328125 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -140090.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140096.046875 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -140096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140103.843750 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -140103.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140113.062500 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -140113.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140118.859375 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -140118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140122.171875 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -140122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140123.625000 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -140123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140124.734375 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -140124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140128.984375 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -140129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140133.109375 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -140133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -140137.390625 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -140137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140139.875000 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -140139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140143.875000 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -140143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140147.531250 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -140147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140151.328125 Penalty: 2370.672607
	Iteration 24Q: 3 clusters Score -140151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140153.234375 Penalty: 2370.672607
	Iteration 25Q: 3 clusters Score -140153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140155.703125 Penalty: 2370.672607
	Iteration 26Q: 3 clusters Score -140155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140159.468750 Penalty: 2370.672607
	Iteration 27Q: 3 clusters Score -140159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140165.890625 Penalty: 2370.672607
	Iteration 28Q: 3 clusters Score -140165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140169.328125 Penalty: 2370.672607
	Iteration 29Q: 3 clusters Score -140169.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140173.140625 Penalty: 2370.672607
	Iteration 30Q: 3 clusters Score -140173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140176.468750 Penalty: 2370.672607
	Iteration 31Q: 3 clusters Score -140176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140181.562500 Penalty: 2370.672607
	Iteration 32Q: 3 clusters Score -140181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140185.203125 Penalty: 2370.672607
	Iteration 33Q: 3 clusters Score -140185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140186.609375 Penalty: 2370.672607
	Iteration 34Q: 3 clusters Score -140186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140188.234375 Penalty: 2370.672607
	Iteration 35Q: 3 clusters Score -140188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140189.328125 Penalty: 2370.672607
	Iteration 36Q: 3 clusters Score -140189.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140190.671875 Penalty: 2370.672607
	Iteration 37Q: 3 clusters Score -140190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140193.546875 Penalty: 2370.672607
	Iteration 38Q: 3 clusters Score -140193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140195.656250 Penalty: 2370.672607
	Iteration 39Q: 3 clusters Score -140195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140195.953125 Penalty: 2370.672607
	Iteration 40F: 3 clusters Score -140196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140198.390625 Penalty: 2370.672607
	Iteration 41Q: 3 clusters Score -140198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140200.609375 Penalty: 2370.672607
	Iteration 42Q: 3 clusters Score -140200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140201.500000 Penalty: 2370.672607
	Iteration 43Q: 3 clusters Score -140201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140201.734375 Penalty: 2370.672607
	Iteration 44Q: 3 clusters Score -140201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140201.734375 Penalty: 2370.672607
	Iteration 45F: 3 clusters Score -140201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Entering Unmasked Estep 
Score: -5445635.500000 Penalty: 1766.278442
	Iteration 0F: 2 clusters Score -5445636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5410363.500000 Penalty: 3532.556885
	Iteration 0F: 3 clusters Score -5410364 nChanged 24803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5424226.500000 Penalty: 3532.556885
	Iteration 1F: 3 clusters Score -5424226 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -5424960.000000 Penalty: 3532.556885
	Iteration 2Q: 3 clusters Score -5424960 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -5425893.000000 Penalty: 3532.556885
	Iteration 3Q: 3 clusters Score -5425893 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5427216.500000 Penalty: 3532.556885
	Iteration 4Q: 3 clusters Score -5427216 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5428892.500000 Penalty: 3532.556885
	Iteration 5F: 3 clusters Score -5428892 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -5431053.500000 Penalty: 3532.556885
	Iteration 6F: 3 clusters Score -5431054 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5433663.500000 Penalty: 3532.556885
	Iteration 7F: 3 clusters Score -5433664 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5436158.000000 Penalty: 3532.556885
	Iteration 8F: 3 clusters Score -5436158 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -5438164.500000 Penalty: 3532.556885
	Iteration 9F: 3 clusters Score -5438164 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5439619.000000 Penalty: 3532.556885
	Iteration 10Q: 3 clusters Score -5439619 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5440679.000000 Penalty: 3532.556885
	Iteration 11Q: 3 clusters Score -5440679 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -5441402.500000 Penalty: 3532.556885
	Iteration 12Q: 3 clusters Score -5441402 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -5441988.000000 Penalty: 3532.556885
	Iteration 13Q: 3 clusters Score -5441988 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -5442557.500000 Penalty: 3532.556885
	Iteration 14Q: 3 clusters Score -5442558 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -5443004.000000 Penalty: 3532.556885
	Iteration 15Q: 3 clusters Score -5443004 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -5443323.500000 Penalty: 3532.556885
	Iteration 16Q: 3 clusters Score -5443324 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -5443537.000000 Penalty: 3532.556885
	Iteration 17Q: 3 clusters Score -5443537 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -5443707.000000 Penalty: 3532.556885
	Iteration 18Q: 3 clusters Score -5443707 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -5443840.000000 Penalty: 3532.556885
	Iteration 19Q: 3 clusters Score -5443840 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -5443937.500000 Penalty: 3532.556885
	Iteration 20F: 3 clusters Score -5443938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -5443983.000000 Penalty: 3532.556885
	Iteration 21Q: 3 clusters Score -5443983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -5444033.000000 Penalty: 3532.556885
	Iteration 22Q: 3 clusters Score -5444033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -5444082.500000 Penalty: 3532.556885
	Iteration 23Q: 3 clusters Score -5444082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -5444110.500000 Penalty: 3532.556885
	Iteration 24Q: 3 clusters Score -5444110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -5444122.000000 Penalty: 3532.556885
	Iteration 25Q: 3 clusters Score -5444122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -5444132.500000 Penalty: 3532.556885
	Iteration 26Q: 3 clusters Score -5444132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -5444148.000000 Penalty: 3532.556885
	Iteration 27Q: 3 clusters Score -5444148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -5444159.000000 Penalty: 3532.556885
	Iteration 28Q: 3 clusters Score -5444159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -5444168.000000 Penalty: 3532.556885
	Iteration 29Q: 3 clusters Score -5444168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5444171.000000 Penalty: 3532.556885
	Iteration 30Q: 3 clusters Score -5444171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -5444171.000000 Penalty: 3532.556885
	Iteration 31Q: 3 clusters Score -5444171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -5444181.500000 Penalty: 3532.556885
	Iteration 32Q: 3 clusters Score -5444182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -5444188.500000 Penalty: 3532.556885
	Iteration 33Q: 3 clusters Score -5444188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -5444197.000000 Penalty: 3532.556885
	Iteration 34Q: 3 clusters Score -5444197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -5444195.500000 Penalty: 3532.556885
	Iteration 35Q: 3 clusters Score -5444196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -5444193.000000 Penalty: 3532.556885
	Iteration 36Q: 3 clusters Score -5444193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -5444201.000000 Penalty: 3532.556885
	Iteration 37Q: 3 clusters Score -5444201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -5444204.000000 Penalty: 3532.556885
	Iteration 38Q: 3 clusters Score -5444204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -5444210.500000 Penalty: 3532.556885
	Iteration 39Q: 3 clusters Score -5444210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -5444209.500000 Penalty: 3532.556885
	Iteration 40F: 3 clusters Score -5444210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -5444217.000000 Penalty: 3532.556885
	Iteration 41Q: 3 clusters Score -5444217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -5444222.500000 Penalty: 3532.556885
	Iteration 42Q: 3 clusters Score -5444222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -5444217.500000 Penalty: 3532.556885
	Iteration 43Q: 3 clusters Score -5444218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -5444224.000000 Penalty: 3532.556885
	Iteration 44Q: 3 clusters Score -5444224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -5444224.000000 Penalty: 3532.556885
	Iteration 45Q: 3 clusters Score -5444224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -5444231.500000 Penalty: 3532.556885
	Iteration 46Q: 3 clusters Score -5444232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -5444232.000000 Penalty: 3532.556885
	Iteration 47Q: 3 clusters Score -5444232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -5444232.500000 Penalty: 3532.556885
	Iteration 48Q: 3 clusters Score -5444232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -5444232.000000 Penalty: 3532.556885
	Iteration 49Q: 3 clusters Score -5444232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -5444232.000000 Penalty: 3532.556885
	Iteration 50F: 3 clusters Score -5444232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -826884.937500 Penalty: 1462.598511
	Iteration 0F: 2 clusters Score -826884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -820945.187500 Penalty: 2925.197021
	Iteration 0F: 3 clusters Score -820945.2 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -822809.062500 Penalty: 2925.197021
	Iteration 1F: 3 clusters Score -822809.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -823129.812500 Penalty: 2925.197021
	Iteration 2F: 3 clusters Score -823129.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -823433.625000 Penalty: 2925.197021
	Iteration 3F: 3 clusters Score -823433.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -823776.937500 Penalty: 2925.197021
	Iteration 4F: 3 clusters Score -823776.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -824128.812500 Penalty: 2925.197021
	Iteration 5F: 3 clusters Score -824128.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -824525.937500 Penalty: 2925.197021
	Iteration 6F: 3 clusters Score -824525.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -824919.562500 Penalty: 2925.197021
	Iteration 7F: 3 clusters Score -824919.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -825312.312500 Penalty: 2925.197021
	Iteration 8F: 3 clusters Score -825312.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -825636.500000 Penalty: 2925.197021
	Iteration 9Q: 3 clusters Score -825636.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -825862.812500 Penalty: 2925.197021
	Iteration 10Q: 3 clusters Score -825862.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -826040.812500 Penalty: 2925.197021
	Iteration 11Q: 3 clusters Score -826040.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -826144.812500 Penalty: 2925.197021
	Iteration 12Q: 3 clusters Score -826144.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -826206.250000 Penalty: 2925.197021
	Iteration 13Q: 3 clusters Score -826206.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -826254.937500 Penalty: 2925.197021
	Iteration 14Q: 3 clusters Score -826254.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -826281.000000 Penalty: 2925.197021
	Iteration 15Q: 3 clusters Score -826281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -826294.812500 Penalty: 2925.197021
	Iteration 16Q: 3 clusters Score -826294.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -826302.125000 Penalty: 2925.197021
	Iteration 17Q: 3 clusters Score -826302.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -826311.125000 Penalty: 2925.197021
	Iteration 18Q: 3 clusters Score -826311.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -826316.875000 Penalty: 2925.197021
	Iteration 19Q: 3 clusters Score -826316.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -826324.937500 Penalty: 2925.197021
	Iteration 20F: 3 clusters Score -826324.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -826328.875000 Penalty: 2925.197021
	Iteration 21Q: 3 clusters Score -826328.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -826336.187500 Penalty: 2925.197021
	Iteration 22Q: 3 clusters Score -826336.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -826340.187500 Penalty: 2925.197021
	Iteration 23Q: 3 clusters Score -826340.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -826342.687500 Penalty: 2925.197021
	Iteration 24Q: 3 clusters Score -826342.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -826346.812500 Penalty: 2925.197021
	Iteration 25Q: 3 clusters Score -826346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -826348.562500 Penalty: 2925.197021
	Iteration 26Q: 3 clusters Score -826348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -826347.875000 Penalty: 2925.197021
	Iteration 27Q: 3 clusters Score -826347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -826347.437500 Penalty: 2925.197021
	Iteration 28Q: 3 clusters Score -826347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -826347.562500 Penalty: 2925.197021
	Iteration 29Q: 3 clusters Score -826347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -826349.312500 Penalty: 2925.197021
	Iteration 30Q: 3 clusters Score -826349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -826349.062500 Penalty: 2925.197021
	Iteration 31Q: 3 clusters Score -826349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -826350.187500 Penalty: 2925.197021
	Iteration 32Q: 3 clusters Score -826350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -826351.562500 Penalty: 2925.197021
	Iteration 33Q: 3 clusters Score -826351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -826349.437500 Penalty: 2925.197021
	Iteration 34Q: 3 clusters Score -826349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -826350.875000 Penalty: 2925.197021
	Iteration 35Q: 3 clusters Score -826350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -826350.562500 Penalty: 2925.197021
	Iteration 36Q: 3 clusters Score -826350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -826350.562500 Penalty: 2925.197021
	Iteration 37F: 3 clusters Score -826350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (89913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Entering Unmasked Estep 
Score: -9775769.000000 Penalty: 1853.572144
	Iteration 0F: 2 clusters Score -9775769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -9715607.000000 Penalty: 3707.144287
	Iteration 0F: 3 clusters Score -9715607 nChanged 42819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -9740724.000000 Penalty: 3707.144287
	Iteration 1F: 3 clusters Score -9740724 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -9741878.000000 Penalty: 3707.144287
	Iteration 2Q: 3 clusters Score -9741878 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -9743214.000000 Penalty: 3707.144287
	Iteration 3Q: 3 clusters Score -9743214 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -9745180.000000 Penalty: 3707.144287
	Iteration 4Q: 3 clusters Score -9745180 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -9747810.000000 Penalty: 3707.144287
	Iteration 5F: 3 clusters Score -9747810 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -9751440.000000 Penalty: 3707.144287
	Iteration 6F: 3 clusters Score -9751440 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -9755878.000000 Penalty: 3707.144287
	Iteration 7F: 3 clusters Score -9755878 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -9760837.000000 Penalty: 3707.144287
	Iteration 8F: 3 clusters Score -9760837 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -9765563.000000 Penalty: 3707.144287
	Iteration 9F: 3 clusters Score -9765563 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -9769177.000000 Penalty: 3707.144287
	Iteration 10Q: 3 clusters Score -9769177 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -9771455.000000 Penalty: 3707.144287
	Iteration 11Q: 3 clusters Score -9771455 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -9772810.000000 Penalty: 3707.144287
	Iteration 12Q: 3 clusters Score -9772810 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -9773501.000000 Penalty: 3707.144287
	Iteration 13Q: 3 clusters Score -9773501 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 89326 members 
Entering Unmasked Estep 
Score: -9773791.000000 Penalty: 3707.144287
	Iteration 14Q: 3 clusters Score -9773791 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -9773939.000000 Penalty: 3707.144287
	Iteration 15Q: 3 clusters Score -9773939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -9774026.000000 Penalty: 3707.144287
	Iteration 16Q: 3 clusters Score -9774026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -9774070.000000 Penalty: 3707.144287
	Iteration 17Q: 3 clusters Score -9774070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -9774110.000000 Penalty: 3707.144287
	Iteration 18Q: 3 clusters Score -9774110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -9774125.000000 Penalty: 3707.144287
	Iteration 19Q: 3 clusters Score -9774125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -9774138.000000 Penalty: 3707.144287
	Iteration 20F: 3 clusters Score -9774138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -9774150.000000 Penalty: 3707.144287
	Iteration 21Q: 3 clusters Score -9774150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -9774153.000000 Penalty: 3707.144287
	Iteration 22Q: 3 clusters Score -9774153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -9774161.000000 Penalty: 3707.144287
	Iteration 23Q: 3 clusters Score -9774161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -9774160.000000 Penalty: 3707.144287
	Iteration 24Q: 3 clusters Score -9774160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -9774163.000000 Penalty: 3707.144287
	Iteration 25Q: 3 clusters Score -9774163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -9774163.000000 Penalty: 3707.144287
	Iteration 26F: 3 clusters Score -9774163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Entering Unmasked Estep 
Score: -1406452.125000 Penalty: 1548.523560
	Iteration 0F: 2 clusters Score -1406452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1396945.375000 Penalty: 3097.047119
	Iteration 0F: 3 clusters Score -1396945 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1400189.250000 Penalty: 3097.047119
	Iteration 1F: 3 clusters Score -1400189 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1400517.500000 Penalty: 3097.047119
	Iteration 2F: 3 clusters Score -1400518 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1400844.375000 Penalty: 3097.047119
	Iteration 3F: 3 clusters Score -1400844 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1401122.750000 Penalty: 3097.047119
	Iteration 4Q: 3 clusters Score -1401123 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1401389.000000 Penalty: 3097.047119
	Iteration 5Q: 3 clusters Score -1401389 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1401639.250000 Penalty: 3097.047119
	Iteration 6Q: 3 clusters Score -1401639 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1401923.625000 Penalty: 3097.047119
	Iteration 7Q: 3 clusters Score -1401924 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1402263.250000 Penalty: 3097.047119
	Iteration 8Q: 3 clusters Score -1402263 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1402635.500000 Penalty: 3097.047119
	Iteration 9Q: 3 clusters Score -1402636 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1402989.250000 Penalty: 3097.047119
	Iteration 10Q: 3 clusters Score -1402989 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1403296.125000 Penalty: 3097.047119
	Iteration 11Q: 3 clusters Score -1403296 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1403546.875000 Penalty: 3097.047119
	Iteration 12Q: 3 clusters Score -1403547 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1403742.500000 Penalty: 3097.047119
	Iteration 13Q: 3 clusters Score -1403742 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1403930.000000 Penalty: 3097.047119
	Iteration 14Q: 3 clusters Score -1403930 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1404102.000000 Penalty: 3097.047119
	Iteration 15Q: 3 clusters Score -1404102 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1404256.750000 Penalty: 3097.047119
	Iteration 16Q: 3 clusters Score -1404257 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1404399.125000 Penalty: 3097.047119
	Iteration 17Q: 3 clusters Score -1404399 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1404544.000000 Penalty: 3097.047119
	Iteration 18Q: 3 clusters Score -1404544 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1404679.250000 Penalty: 3097.047119
	Iteration 19Q: 3 clusters Score -1404679 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1404786.000000 Penalty: 3097.047119
	Iteration 20F: 3 clusters Score -1404786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1404884.625000 Penalty: 3097.047119
	Iteration 21Q: 3 clusters Score -1404885 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1404973.500000 Penalty: 3097.047119
	Iteration 22Q: 3 clusters Score -1404974 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1405045.750000 Penalty: 3097.047119
	Iteration 23Q: 3 clusters Score -1405046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1405101.625000 Penalty: 3097.047119
	Iteration 24Q: 3 clusters Score -1405102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1405153.875000 Penalty: 3097.047119
	Iteration 25Q: 3 clusters Score -1405154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1405203.375000 Penalty: 3097.047119
	Iteration 26Q: 3 clusters Score -1405203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1405237.250000 Penalty: 3097.047119
	Iteration 27Q: 3 clusters Score -1405237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1405254.625000 Penalty: 3097.047119
	Iteration 28Q: 3 clusters Score -1405255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1405272.375000 Penalty: 3097.047119
	Iteration 29Q: 3 clusters Score -1405272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1405289.125000 Penalty: 3097.047119
	Iteration 30Q: 3 clusters Score -1405289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1405302.250000 Penalty: 3097.047119
	Iteration 31Q: 3 clusters Score -1405302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1405315.750000 Penalty: 3097.047119
	Iteration 32Q: 3 clusters Score -1405316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1405324.125000 Penalty: 3097.047119
	Iteration 33Q: 3 clusters Score -1405324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1405331.125000 Penalty: 3097.047119
	Iteration 34Q: 3 clusters Score -1405331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1405338.250000 Penalty: 3097.047119
	Iteration 35Q: 3 clusters Score -1405338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1405346.125000 Penalty: 3097.047119
	Iteration 36Q: 3 clusters Score -1405346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1405357.375000 Penalty: 3097.047119
	Iteration 37Q: 3 clusters Score -1405357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1405360.625000 Penalty: 3097.047119
	Iteration 38Q: 3 clusters Score -1405361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1405361.625000 Penalty: 3097.047119
	Iteration 39Q: 3 clusters Score -1405362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1405364.875000 Penalty: 3097.047119
	Iteration 40F: 3 clusters Score -1405365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1405366.375000 Penalty: 3097.047119
	Iteration 41Q: 3 clusters Score -1405366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1405367.875000 Penalty: 3097.047119
	Iteration 42Q: 3 clusters Score -1405368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1405370.500000 Penalty: 3097.047119
	Iteration 43Q: 3 clusters Score -1405370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1405372.500000 Penalty: 3097.047119
	Iteration 44Q: 3 clusters Score -1405372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1405373.125000 Penalty: 3097.047119
	Iteration 45Q: 3 clusters Score -1405373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1405373.125000 Penalty: 3097.047119
	Iteration 46F: 3 clusters Score -1405373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -265557.156250 Penalty: 1273.986938
	Iteration 0F: 2 clusters Score -265557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -263121.406250 Penalty: 2547.973877
	Iteration 0F: 3 clusters Score -263121.4 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263677.750000 Penalty: 2547.973877
	Iteration 1F: 3 clusters Score -263677.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -263792.218750 Penalty: 2547.973877
	Iteration 2F: 3 clusters Score -263792.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263849.031250 Penalty: 2547.973877
	Iteration 3Q: 3 clusters Score -263849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263881.437500 Penalty: 2547.973877
	Iteration 4Q: 3 clusters Score -263881.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -263904.937500 Penalty: 2547.973877
	Iteration 5Q: 3 clusters Score -263904.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -263925.281250 Penalty: 2547.973877
	Iteration 6Q: 3 clusters Score -263925.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -263942.156250 Penalty: 2547.973877
	Iteration 7Q: 3 clusters Score -263942.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -263958.187500 Penalty: 2547.973877
	Iteration 8Q: 3 clusters Score -263958.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -263975.218750 Penalty: 2547.973877
	Iteration 9Q: 3 clusters Score -263975.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -263998.031250 Penalty: 2547.973877
	Iteration 10Q: 3 clusters Score -263998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -264019.500000 Penalty: 2547.973877
	Iteration 11Q: 3 clusters Score -264019.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -264032.718750 Penalty: 2547.973877
	Iteration 12Q: 3 clusters Score -264032.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -264050.250000 Penalty: 2547.973877
	Iteration 13Q: 3 clusters Score -264050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -264059.718750 Penalty: 2547.973877
	Iteration 14Q: 3 clusters Score -264059.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -264066.656250 Penalty: 2547.973877
	Iteration 15Q: 3 clusters Score -264066.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -264074.656250 Penalty: 2547.973877
	Iteration 16Q: 3 clusters Score -264074.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -264081.125000 Penalty: 2547.973877
	Iteration 17Q: 3 clusters Score -264081.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -264089.500000 Penalty: 2547.973877
	Iteration 18Q: 3 clusters Score -264089.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -264100.937500 Penalty: 2547.973877
	Iteration 19Q: 3 clusters Score -264100.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -264107.250000 Penalty: 2547.973877
	Iteration 20F: 3 clusters Score -264107.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -264113.375000 Penalty: 2547.973877
	Iteration 21Q: 3 clusters Score -264113.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -264119.843750 Penalty: 2547.973877
	Iteration 22Q: 3 clusters Score -264119.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -264124.406250 Penalty: 2547.973877
	Iteration 23Q: 3 clusters Score -264124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -264128.875000 Penalty: 2547.973877
	Iteration 24Q: 3 clusters Score -264128.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -264133.531250 Penalty: 2547.973877
	Iteration 25Q: 3 clusters Score -264133.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -264138.718750 Penalty: 2547.973877
	Iteration 26Q: 3 clusters Score -264138.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -264146.281250 Penalty: 2547.973877
	Iteration 27Q: 3 clusters Score -264146.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -264159.781250 Penalty: 2547.973877
	Iteration 28Q: 3 clusters Score -264159.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -264170.406250 Penalty: 2547.973877
	Iteration 29Q: 3 clusters Score -264170.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -264177.906250 Penalty: 2547.973877
	Iteration 30Q: 3 clusters Score -264177.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -264185.250000 Penalty: 2547.973877
	Iteration 31Q: 3 clusters Score -264185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -264189.125000 Penalty: 2547.973877
	Iteration 32Q: 3 clusters Score -264189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -264195.343750 Penalty: 2547.973877
	Iteration 33Q: 3 clusters Score -264195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -264199.781250 Penalty: 2547.973877
	Iteration 34Q: 3 clusters Score -264199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -264206.062500 Penalty: 2547.973877
	Iteration 35Q: 3 clusters Score -264206.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -264212.343750 Penalty: 2547.973877
	Iteration 36Q: 3 clusters Score -264212.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -264218.593750 Penalty: 2547.973877
	Iteration 37Q: 3 clusters Score -264218.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -264228.562500 Penalty: 2547.973877
	Iteration 38Q: 3 clusters Score -264228.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -264239.468750 Penalty: 2547.973877
	Iteration 39Q: 3 clusters Score -264239.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -264248.875000 Penalty: 2547.973877
	Iteration 40F: 3 clusters Score -264248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -264263.343750 Penalty: 2547.973877
	Iteration 41Q: 3 clusters Score -264263.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -264280.781250 Penalty: 2547.973877
	Iteration 42Q: 3 clusters Score -264280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -264295.000000 Penalty: 2547.973877
	Iteration 43Q: 3 clusters Score -264295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -264306.781250 Penalty: 2547.973877
	Iteration 44Q: 3 clusters Score -264306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -264316.593750 Penalty: 2547.973877
	Iteration 45Q: 3 clusters Score -264316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -264323.906250 Penalty: 2547.973877
	Iteration 46Q: 3 clusters Score -264323.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -264332.187500 Penalty: 2547.973877
	Iteration 47Q: 3 clusters Score -264332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -264341.375000 Penalty: 2547.973877
	Iteration 48Q: 3 clusters Score -264341.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -264350.781250 Penalty: 2547.973877
	Iteration 49Q: 3 clusters Score -264350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -264363.281250 Penalty: 2547.973877
	Iteration 50Q: 3 clusters Score -264363.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -264378.468750 Penalty: 2547.973877
	Iteration 51Q: 3 clusters Score -264378.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -264395.343750 Penalty: 2547.973877
	Iteration 52Q: 3 clusters Score -264395.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -264419.250000 Penalty: 2547.973877
	Iteration 53Q: 3 clusters Score -264419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -264435.156250 Penalty: 2547.973877
	Iteration 54Q: 3 clusters Score -264435.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -264452.062500 Penalty: 2547.973877
	Iteration 55Q: 3 clusters Score -264452.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -264463.406250 Penalty: 2547.973877
	Iteration 56Q: 3 clusters Score -264463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -264472.531250 Penalty: 2547.973877
	Iteration 57Q: 3 clusters Score -264472.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -264476.812500 Penalty: 2547.973877
	Iteration 58Q: 3 clusters Score -264476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -264480.312500 Penalty: 2547.973877
	Iteration 59Q: 3 clusters Score -264480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -264481.875000 Penalty: 2547.973877
	Iteration 60F: 3 clusters Score -264481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -264484.156250 Penalty: 2547.973877
	Iteration 61Q: 3 clusters Score -264484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -264486.718750 Penalty: 2547.973877
	Iteration 62Q: 3 clusters Score -264486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264488.375000 Penalty: 2547.973877
	Iteration 63Q: 3 clusters Score -264488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -264489.062500 Penalty: 2547.973877
	Iteration 64Q: 3 clusters Score -264489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264489.718750 Penalty: 2547.973877
	Iteration 65Q: 3 clusters Score -264489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264489.718750 Penalty: 2547.973877
	Iteration 66F: 3 clusters Score -264489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -11250.789062 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -11250.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10615.281250 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -10615.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10750.930664 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -10750.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10774.050781 Penalty: 1680.407349
	Iteration 2Q: 3 clusters Score -10774.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10776.353516 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -10776.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10776.353516 Penalty: 1680.407349
	Iteration 4F: 3 clusters Score -10776.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -695937.937500 Penalty: 1430.385498
	Iteration 0F: 2 clusters Score -695937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -690854.937500 Penalty: 2860.770996
	Iteration 0F: 3 clusters Score -690854.9 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -692480.187500 Penalty: 2860.770996
	Iteration 1F: 3 clusters Score -692480.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -692772.875000 Penalty: 2860.770996
	Iteration 2F: 3 clusters Score -692772.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -692997.000000 Penalty: 2860.770996
	Iteration 3F: 3 clusters Score -692997 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -693182.750000 Penalty: 2860.770996
	Iteration 4F: 3 clusters Score -693182.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -693355.937500 Penalty: 2860.770996
	Iteration 5Q: 3 clusters Score -693355.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -693506.937500 Penalty: 2860.770996
	Iteration 6Q: 3 clusters Score -693506.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -693652.812500 Penalty: 2860.770996
	Iteration 7Q: 3 clusters Score -693652.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -693787.187500 Penalty: 2860.770996
	Iteration 8Q: 3 clusters Score -693787.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -693908.687500 Penalty: 2860.770996
	Iteration 9Q: 3 clusters Score -693908.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -694017.625000 Penalty: 2860.770996
	Iteration 10Q: 3 clusters Score -694017.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -694127.937500 Penalty: 2860.770996
	Iteration 11Q: 3 clusters Score -694127.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -694256.062500 Penalty: 2860.770996
	Iteration 12Q: 3 clusters Score -694256.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -694401.687500 Penalty: 2860.770996
	Iteration 13Q: 3 clusters Score -694401.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -694538.500000 Penalty: 2860.770996
	Iteration 14Q: 3 clusters Score -694538.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -694638.812500 Penalty: 2860.770996
	Iteration 15Q: 3 clusters Score -694638.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -694711.500000 Penalty: 2860.770996
	Iteration 16Q: 3 clusters Score -694711.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -694785.625000 Penalty: 2860.770996
	Iteration 17Q: 3 clusters Score -694785.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -694831.812500 Penalty: 2860.770996
	Iteration 18Q: 3 clusters Score -694831.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -694874.375000 Penalty: 2860.770996
	Iteration 19Q: 3 clusters Score -694874.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -694898.187500 Penalty: 2860.770996
	Iteration 20F: 3 clusters Score -694898.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -694911.625000 Penalty: 2860.770996
	Iteration 21Q: 3 clusters Score -694911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -694917.500000 Penalty: 2860.770996
	Iteration 22Q: 3 clusters Score -694917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -694921.812500 Penalty: 2860.770996
	Iteration 23Q: 3 clusters Score -694921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -694929.875000 Penalty: 2860.770996
	Iteration 24Q: 3 clusters Score -694929.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -694935.437500 Penalty: 2860.770996
	Iteration 25Q: 3 clusters Score -694935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -694938.937500 Penalty: 2860.770996
	Iteration 26Q: 3 clusters Score -694938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -694941.375000 Penalty: 2860.770996
	Iteration 27Q: 3 clusters Score -694941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -694943.312500 Penalty: 2860.770996
	Iteration 28Q: 3 clusters Score -694943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -694944.562500 Penalty: 2860.770996
	Iteration 29Q: 3 clusters Score -694944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -694944.562500 Penalty: 2860.770996
	Iteration 30F: 3 clusters Score -694944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -132604.968750 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -132605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130966.742188 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -130966.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -131289.656250 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -131289.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131396.796875 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -131396.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -131451.203125 Penalty: 2320.904541
	Iteration 3Q: 3 clusters Score -131451.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131496.656250 Penalty: 2320.904541
	Iteration 4Q: 3 clusters Score -131496.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131525.312500 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -131525.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131547.375000 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -131547.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131561.125000 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -131561.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131570.078125 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -131570.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -131577.843750 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -131577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131582.375000 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -131582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131587.656250 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -131587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131588.984375 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -131589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131589.625000 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -131589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131590.453125 Penalty: 2320.904541
	Iteration 14Q: 3 clusters Score -131590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131590.843750 Penalty: 2320.904541
	Iteration 15Q: 3 clusters Score -131590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131590.843750 Penalty: 2320.904541
	Iteration 16F: 3 clusters Score -131590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Entering Unmasked Estep 
Score: -1092915.000000 Penalty: 1515.400635
	Iteration 0F: 2 clusters Score -1092915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1085000.750000 Penalty: 3030.801270
	Iteration 0F: 3 clusters Score -1085001 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1087978.000000 Penalty: 3030.801270
	Iteration 1F: 3 clusters Score -1087978 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1088836.250000 Penalty: 3030.801270
	Iteration 2F: 3 clusters Score -1088836 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1089747.375000 Penalty: 3030.801270
	Iteration 3F: 3 clusters Score -1089747 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1090539.250000 Penalty: 3030.801270
	Iteration 4F: 3 clusters Score -1090539 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1091109.375000 Penalty: 3030.801270
	Iteration 5F: 3 clusters Score -1091109 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1091474.125000 Penalty: 3030.801270
	Iteration 6F: 3 clusters Score -1091474 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1091693.125000 Penalty: 3030.801270
	Iteration 7Q: 3 clusters Score -1091693 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1091819.000000 Penalty: 3030.801270
	Iteration 8Q: 3 clusters Score -1091819 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1091873.875000 Penalty: 3030.801270
	Iteration 9Q: 3 clusters Score -1091874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1091901.750000 Penalty: 3030.801270
	Iteration 10Q: 3 clusters Score -1091902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1091909.125000 Penalty: 3030.801270
	Iteration 11Q: 3 clusters Score -1091909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1091918.125000 Penalty: 3030.801270
	Iteration 12Q: 3 clusters Score -1091918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1091922.125000 Penalty: 3030.801270
	Iteration 13Q: 3 clusters Score -1091922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1091923.500000 Penalty: 3030.801270
	Iteration 14Q: 3 clusters Score -1091924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1091925.875000 Penalty: 3030.801270
	Iteration 15Q: 3 clusters Score -1091926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1091925.500000 Penalty: 3030.801270
	Iteration 16Q: 3 clusters Score -1091926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1091923.875000 Penalty: 3030.801270
	Iteration 17Q: 3 clusters Score -1091924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1091925.375000 Penalty: 3030.801270
	Iteration 18Q: 3 clusters Score -1091925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1091928.625000 Penalty: 3030.801270
	Iteration 19Q: 3 clusters Score -1091929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1091931.500000 Penalty: 3030.801270
	Iteration 20F: 3 clusters Score -1091932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1091936.250000 Penalty: 3030.801270
	Iteration 21Q: 3 clusters Score -1091936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1091940.000000 Penalty: 3030.801270
	Iteration 22Q: 3 clusters Score -1091940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1091943.625000 Penalty: 3030.801270
	Iteration 23Q: 3 clusters Score -1091944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1091947.625000 Penalty: 3030.801270
	Iteration 24Q: 3 clusters Score -1091948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1091953.875000 Penalty: 3030.801270
	Iteration 25Q: 3 clusters Score -1091954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1091962.000000 Penalty: 3030.801270
	Iteration 26Q: 3 clusters Score -1091962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1091967.750000 Penalty: 3030.801270
	Iteration 27Q: 3 clusters Score -1091968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1091971.500000 Penalty: 3030.801270
	Iteration 28Q: 3 clusters Score -1091972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1091981.000000 Penalty: 3030.801270
	Iteration 29Q: 3 clusters Score -1091981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1091988.375000 Penalty: 3030.801270
	Iteration 30Q: 3 clusters Score -1091988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1091999.875000 Penalty: 3030.801270
	Iteration 31Q: 3 clusters Score -1092000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1092012.375000 Penalty: 3030.801270
	Iteration 32Q: 3 clusters Score -1092012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1092033.500000 Penalty: 3030.801270
	Iteration 33Q: 3 clusters Score -1092034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1092055.250000 Penalty: 3030.801270
	Iteration 34Q: 3 clusters Score -1092055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1092075.750000 Penalty: 3030.801270
	Iteration 35Q: 3 clusters Score -1092076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1092093.500000 Penalty: 3030.801270
	Iteration 36Q: 3 clusters Score -1092094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1092108.750000 Penalty: 3030.801270
	Iteration 37Q: 3 clusters Score -1092109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1092125.000000 Penalty: 3030.801270
	Iteration 38Q: 3 clusters Score -1092125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1092147.875000 Penalty: 3030.801270
	Iteration 39Q: 3 clusters Score -1092148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1092172.500000 Penalty: 3030.801270
	Iteration 40F: 3 clusters Score -1092172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1092187.125000 Penalty: 3030.801270
	Iteration 41Q: 3 clusters Score -1092187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1092198.250000 Penalty: 3030.801270
	Iteration 42Q: 3 clusters Score -1092198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1092208.875000 Penalty: 3030.801270
	Iteration 43Q: 3 clusters Score -1092209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1092217.000000 Penalty: 3030.801270
	Iteration 44Q: 3 clusters Score -1092217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1092228.375000 Penalty: 3030.801270
	Iteration 45Q: 3 clusters Score -1092228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1092235.500000 Penalty: 3030.801270
	Iteration 46Q: 3 clusters Score -1092236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1092238.625000 Penalty: 3030.801270
	Iteration 47Q: 3 clusters Score -1092239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1092244.500000 Penalty: 3030.801270
	Iteration 48Q: 3 clusters Score -1092244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1092249.500000 Penalty: 3030.801270
	Iteration 49Q: 3 clusters Score -1092250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1092257.625000 Penalty: 3030.801270
	Iteration 50Q: 3 clusters Score -1092258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1092266.250000 Penalty: 3030.801270
	Iteration 51Q: 3 clusters Score -1092266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1092274.750000 Penalty: 3030.801270
	Iteration 52Q: 3 clusters Score -1092275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1092288.875000 Penalty: 3030.801270
	Iteration 53Q: 3 clusters Score -1092289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1092298.000000 Penalty: 3030.801270
	Iteration 54Q: 3 clusters Score -1092298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1092310.750000 Penalty: 3030.801270
	Iteration 55Q: 3 clusters Score -1092311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1092323.625000 Penalty: 3030.801270
	Iteration 56Q: 3 clusters Score -1092324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1092331.125000 Penalty: 3030.801270
	Iteration 57Q: 3 clusters Score -1092331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1092344.500000 Penalty: 3030.801270
	Iteration 58Q: 3 clusters Score -1092344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1092355.000000 Penalty: 3030.801270
	Iteration 59Q: 3 clusters Score -1092355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1092366.250000 Penalty: 3030.801270
	Iteration 60F: 3 clusters Score -1092366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1092385.125000 Penalty: 3030.801270
	Iteration 61Q: 3 clusters Score -1092385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1092396.625000 Penalty: 3030.801270
	Iteration 62Q: 3 clusters Score -1092397 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1092414.625000 Penalty: 3030.801270
	Iteration 63Q: 3 clusters Score -1092415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1092428.500000 Penalty: 3030.801270
	Iteration 64Q: 3 clusters Score -1092428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1092445.000000 Penalty: 3030.801270
	Iteration 65Q: 3 clusters Score -1092445 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1092462.625000 Penalty: 3030.801270
	Iteration 66Q: 3 clusters Score -1092463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1092486.125000 Penalty: 3030.801270
	Iteration 67Q: 3 clusters Score -1092486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1092509.500000 Penalty: 3030.801270
	Iteration 68Q: 3 clusters Score -1092510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1092543.750000 Penalty: 3030.801270
	Iteration 69Q: 3 clusters Score -1092544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1092577.750000 Penalty: 3030.801270
	Iteration 70Q: 3 clusters Score -1092578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1092616.000000 Penalty: 3030.801270
	Iteration 71Q: 3 clusters Score -1092616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1092643.375000 Penalty: 3030.801270
	Iteration 72Q: 3 clusters Score -1092643 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1092669.750000 Penalty: 3030.801270
	Iteration 73Q: 3 clusters Score -1092670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1092690.250000 Penalty: 3030.801270
	Iteration 74Q: 3 clusters Score -1092690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1092707.750000 Penalty: 3030.801270
	Iteration 75Q: 3 clusters Score -1092708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1092730.750000 Penalty: 3030.801270
	Iteration 76Q: 3 clusters Score -1092731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1092752.000000 Penalty: 3030.801270
	Iteration 77Q: 3 clusters Score -1092752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1092770.375000 Penalty: 3030.801270
	Iteration 78Q: 3 clusters Score -1092770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1092792.000000 Penalty: 3030.801270
	Iteration 79Q: 3 clusters Score -1092792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1092806.000000 Penalty: 3030.801270
	Iteration 80F: 3 clusters Score -1092806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1092818.250000 Penalty: 3030.801270
	Iteration 81Q: 3 clusters Score -1092818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1092830.375000 Penalty: 3030.801270
	Iteration 82Q: 3 clusters Score -1092830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1092839.375000 Penalty: 3030.801270
	Iteration 83Q: 3 clusters Score -1092839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1092847.875000 Penalty: 3030.801270
	Iteration 84Q: 3 clusters Score -1092848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1092853.875000 Penalty: 3030.801270
	Iteration 85Q: 3 clusters Score -1092854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1092859.125000 Penalty: 3030.801270
	Iteration 86Q: 3 clusters Score -1092859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1092860.750000 Penalty: 3030.801270
	Iteration 87Q: 3 clusters Score -1092861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1092865.250000 Penalty: 3030.801270
	Iteration 88Q: 3 clusters Score -1092865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1092869.500000 Penalty: 3030.801270
	Iteration 89Q: 3 clusters Score -1092870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1092873.875000 Penalty: 3030.801270
	Iteration 90Q: 3 clusters Score -1092874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1092876.500000 Penalty: 3030.801270
	Iteration 91Q: 3 clusters Score -1092876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1092882.375000 Penalty: 3030.801270
	Iteration 92Q: 3 clusters Score -1092882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1092884.125000 Penalty: 3030.801270
	Iteration 93Q: 3 clusters Score -1092884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1092886.125000 Penalty: 3030.801270
	Iteration 94Q: 3 clusters Score -1092886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1092886.125000 Penalty: 3030.801270
	Iteration 95Q: 3 clusters Score -1092886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1092887.250000 Penalty: 3030.801270
	Iteration 96Q: 3 clusters Score -1092887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1092887.500000 Penalty: 3030.801270
	Iteration 97Q: 3 clusters Score -1092888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1092888.125000 Penalty: 3030.801270
	Iteration 98Q: 3 clusters Score -1092888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1092888.750000 Penalty: 3030.801270
	Iteration 99Q: 3 clusters Score -1092889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1092889.000000 Penalty: 3030.801270
	Iteration 100F: 3 clusters Score -1092889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1092889.875000 Penalty: 3030.801270
	Iteration 101Q: 3 clusters Score -1092890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1092889.375000 Penalty: 3030.801270
	Iteration 102Q: 3 clusters Score -1092889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1092889.375000 Penalty: 3030.801270
	Iteration 103F: 3 clusters Score -1092889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -1001022.437500 Penalty: 1481.800659
	Iteration 0F: 2 clusters Score -1001022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -994469.312500 Penalty: 2963.601318
	Iteration 0F: 3 clusters Score -994469.3 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -996543.312500 Penalty: 2963.601318
	Iteration 1F: 3 clusters Score -996543.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -996777.187500 Penalty: 2963.601318
	Iteration 2F: 3 clusters Score -996777.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -996951.937500 Penalty: 2963.601318
	Iteration 3Q: 3 clusters Score -996951.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -997120.312500 Penalty: 2963.601318
	Iteration 4Q: 3 clusters Score -997120.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -997290.687500 Penalty: 2963.601318
	Iteration 5Q: 3 clusters Score -997290.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -997472.687500 Penalty: 2963.601318
	Iteration 6Q: 3 clusters Score -997472.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -997706.562500 Penalty: 2963.601318
	Iteration 7Q: 3 clusters Score -997706.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -997950.750000 Penalty: 2963.601318
	Iteration 8Q: 3 clusters Score -997950.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -998235.687500 Penalty: 2963.601318
	Iteration 9Q: 3 clusters Score -998235.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -998526.437500 Penalty: 2963.601318
	Iteration 10Q: 3 clusters Score -998526.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -998782.312500 Penalty: 2963.601318
	Iteration 11Q: 3 clusters Score -998782.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -998973.312500 Penalty: 2963.601318
	Iteration 12Q: 3 clusters Score -998973.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -999105.062500 Penalty: 2963.601318
	Iteration 13Q: 3 clusters Score -999105.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -999203.875000 Penalty: 2963.601318
	Iteration 14Q: 3 clusters Score -999203.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -999293.937500 Penalty: 2963.601318
	Iteration 15Q: 3 clusters Score -999293.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -999360.312500 Penalty: 2963.601318
	Iteration 16Q: 3 clusters Score -999360.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -999407.187500 Penalty: 2963.601318
	Iteration 17Q: 3 clusters Score -999407.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -999457.062500 Penalty: 2963.601318
	Iteration 18Q: 3 clusters Score -999457.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -999503.250000 Penalty: 2963.601318
	Iteration 19Q: 3 clusters Score -999503.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -999541.875000 Penalty: 2963.601318
	Iteration 20F: 3 clusters Score -999541.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -999571.437500 Penalty: 2963.601318
	Iteration 21Q: 3 clusters Score -999571.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -999592.500000 Penalty: 2963.601318
	Iteration 22Q: 3 clusters Score -999592.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -999607.875000 Penalty: 2963.601318
	Iteration 23Q: 3 clusters Score -999607.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -999618.000000 Penalty: 2963.601318
	Iteration 24Q: 3 clusters Score -999618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -999631.312500 Penalty: 2963.601318
	Iteration 25Q: 3 clusters Score -999631.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -999643.812500 Penalty: 2963.601318
	Iteration 26Q: 3 clusters Score -999643.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -999652.562500 Penalty: 2963.601318
	Iteration 27Q: 3 clusters Score -999652.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -999662.312500 Penalty: 2963.601318
	Iteration 28Q: 3 clusters Score -999662.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -999675.375000 Penalty: 2963.601318
	Iteration 29Q: 3 clusters Score -999675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -999688.312500 Penalty: 2963.601318
	Iteration 30Q: 3 clusters Score -999688.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -999697.937500 Penalty: 2963.601318
	Iteration 31Q: 3 clusters Score -999697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -999707.250000 Penalty: 2963.601318
	Iteration 32Q: 3 clusters Score -999707.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -999720.312500 Penalty: 2963.601318
	Iteration 33Q: 3 clusters Score -999720.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -999728.812500 Penalty: 2963.601318
	Iteration 34Q: 3 clusters Score -999728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -999735.312500 Penalty: 2963.601318
	Iteration 35Q: 3 clusters Score -999735.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -999745.062500 Penalty: 2963.601318
	Iteration 36Q: 3 clusters Score -999745.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -999752.500000 Penalty: 2963.601318
	Iteration 37Q: 3 clusters Score -999752.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -999768.437500 Penalty: 2963.601318
	Iteration 38Q: 3 clusters Score -999768.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -999781.625000 Penalty: 2963.601318
	Iteration 39Q: 3 clusters Score -999781.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -999787.000000 Penalty: 2963.601318
	Iteration 40F: 3 clusters Score -999787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -999792.187500 Penalty: 2963.601318
	Iteration 41Q: 3 clusters Score -999792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -999797.375000 Penalty: 2963.601318
	Iteration 42Q: 3 clusters Score -999797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -999803.687500 Penalty: 2963.601318
	Iteration 43Q: 3 clusters Score -999803.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -999807.750000 Penalty: 2963.601318
	Iteration 44Q: 3 clusters Score -999807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -999812.062500 Penalty: 2963.601318
	Iteration 45Q: 3 clusters Score -999812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -999813.750000 Penalty: 2963.601318
	Iteration 46Q: 3 clusters Score -999813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -999820.625000 Penalty: 2963.601318
	Iteration 47Q: 3 clusters Score -999820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -999822.812500 Penalty: 2963.601318
	Iteration 48Q: 3 clusters Score -999822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -999822.812500 Penalty: 2963.601318
	Iteration 49Q: 3 clusters Score -999822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -999824.125000 Penalty: 2963.601318
	Iteration 50Q: 3 clusters Score -999824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -999824.125000 Penalty: 2963.601318
	Iteration 51F: 3 clusters Score -999824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -369038.906250 Penalty: 1341.951538
	Iteration 0F: 2 clusters Score -369038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -365809.750000 Penalty: 2683.903076
	Iteration 0F: 3 clusters Score -365809.8 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -366827.656250 Penalty: 2683.903076
	Iteration 1F: 3 clusters Score -366827.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -367151.125000 Penalty: 2683.903076
	Iteration 2F: 3 clusters Score -367151.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -367478.968750 Penalty: 2683.903076
	Iteration 3F: 3 clusters Score -367479 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -367762.375000 Penalty: 2683.903076
	Iteration 4F: 3 clusters Score -367762.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -367987.593750 Penalty: 2683.903076
	Iteration 5F: 3 clusters Score -367987.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -368131.093750 Penalty: 2683.903076
	Iteration 6Q: 3 clusters Score -368131.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -368221.531250 Penalty: 2683.903076
	Iteration 7Q: 3 clusters Score -368221.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -368298.281250 Penalty: 2683.903076
	Iteration 8Q: 3 clusters Score -368298.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -368367.218750 Penalty: 2683.903076
	Iteration 9Q: 3 clusters Score -368367.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -368445.093750 Penalty: 2683.903076
	Iteration 10Q: 3 clusters Score -368445.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -368533.468750 Penalty: 2683.903076
	Iteration 11Q: 3 clusters Score -368533.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -368617.343750 Penalty: 2683.903076
	Iteration 12Q: 3 clusters Score -368617.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368708.968750 Penalty: 2683.903076
	Iteration 13Q: 3 clusters Score -368709 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -368776.437500 Penalty: 2683.903076
	Iteration 14Q: 3 clusters Score -368776.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -368826.781250 Penalty: 2683.903076
	Iteration 15Q: 3 clusters Score -368826.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -368855.406250 Penalty: 2683.903076
	Iteration 16Q: 3 clusters Score -368855.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368868.625000 Penalty: 2683.903076
	Iteration 17Q: 3 clusters Score -368868.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -368876.625000 Penalty: 2683.903076
	Iteration 18Q: 3 clusters Score -368876.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -368883.468750 Penalty: 2683.903076
	Iteration 19Q: 3 clusters Score -368883.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -368890.312500 Penalty: 2683.903076
	Iteration 20F: 3 clusters Score -368890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -368896.343750 Penalty: 2683.903076
	Iteration 21Q: 3 clusters Score -368896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -368902.031250 Penalty: 2683.903076
	Iteration 22Q: 3 clusters Score -368902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -368906.562500 Penalty: 2683.903076
	Iteration 23Q: 3 clusters Score -368906.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -368909.562500 Penalty: 2683.903076
	Iteration 24Q: 3 clusters Score -368909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -368910.375000 Penalty: 2683.903076
	Iteration 25Q: 3 clusters Score -368910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -368911.281250 Penalty: 2683.903076
	Iteration 26Q: 3 clusters Score -368911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -368911.906250 Penalty: 2683.903076
	Iteration 27Q: 3 clusters Score -368911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -368911.875000 Penalty: 2683.903076
	Iteration 28Q: 3 clusters Score -368911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -368911.875000 Penalty: 2683.903076
	Iteration 29F: 3 clusters Score -368911.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Entering Unmasked Estep 
Score: -807060.375000 Penalty: 1453.107422
	Iteration 0F: 2 clusters Score -807060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -801438.437500 Penalty: 2906.214844
	Iteration 0F: 3 clusters Score -801438.4 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -803091.312500 Penalty: 2906.214844
	Iteration 1F: 3 clusters Score -803091.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -803345.562500 Penalty: 2906.214844
	Iteration 2F: 3 clusters Score -803345.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -803562.250000 Penalty: 2906.214844
	Iteration 3F: 3 clusters Score -803562.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -803784.187500 Penalty: 2906.214844
	Iteration 4F: 3 clusters Score -803784.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -804044.625000 Penalty: 2906.214844
	Iteration 5F: 3 clusters Score -804044.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -804329.187500 Penalty: 2906.214844
	Iteration 6F: 3 clusters Score -804329.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -804590.437500 Penalty: 2906.214844
	Iteration 7F: 3 clusters Score -804590.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -804832.000000 Penalty: 2906.214844
	Iteration 8Q: 3 clusters Score -804832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -805061.312500 Penalty: 2906.214844
	Iteration 9Q: 3 clusters Score -805061.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -805208.687500 Penalty: 2906.214844
	Iteration 10Q: 3 clusters Score -805208.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -805301.687500 Penalty: 2906.214844
	Iteration 11Q: 3 clusters Score -805301.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -805356.687500 Penalty: 2906.214844
	Iteration 12Q: 3 clusters Score -805356.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -805402.375000 Penalty: 2906.214844
	Iteration 13Q: 3 clusters Score -805402.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -805445.875000 Penalty: 2906.214844
	Iteration 14Q: 3 clusters Score -805445.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -805482.187500 Penalty: 2906.214844
	Iteration 15Q: 3 clusters Score -805482.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -805511.625000 Penalty: 2906.214844
	Iteration 16Q: 3 clusters Score -805511.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -805534.312500 Penalty: 2906.214844
	Iteration 17Q: 3 clusters Score -805534.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -805554.312500 Penalty: 2906.214844
	Iteration 18Q: 3 clusters Score -805554.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -805571.812500 Penalty: 2906.214844
	Iteration 19Q: 3 clusters Score -805571.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -805588.312500 Penalty: 2906.214844
	Iteration 20F: 3 clusters Score -805588.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -805608.250000 Penalty: 2906.214844
	Iteration 21Q: 3 clusters Score -805608.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -805631.375000 Penalty: 2906.214844
	Iteration 22Q: 3 clusters Score -805631.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -805644.250000 Penalty: 2906.214844
	Iteration 23Q: 3 clusters Score -805644.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -805657.125000 Penalty: 2906.214844
	Iteration 24Q: 3 clusters Score -805657.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -805670.062500 Penalty: 2906.214844
	Iteration 25Q: 3 clusters Score -805670.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -805682.375000 Penalty: 2906.214844
	Iteration 26Q: 3 clusters Score -805682.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -805696.000000 Penalty: 2906.214844
	Iteration 27Q: 3 clusters Score -805696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -805711.375000 Penalty: 2906.214844
	Iteration 28Q: 3 clusters Score -805711.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -805719.750000 Penalty: 2906.214844
	Iteration 29Q: 3 clusters Score -805719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -805727.437500 Penalty: 2906.214844
	Iteration 30Q: 3 clusters Score -805727.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -805733.187500 Penalty: 2906.214844
	Iteration 31Q: 3 clusters Score -805733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -805736.375000 Penalty: 2906.214844
	Iteration 32Q: 3 clusters Score -805736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -805739.062500 Penalty: 2906.214844
	Iteration 33Q: 3 clusters Score -805739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -805742.125000 Penalty: 2906.214844
	Iteration 34Q: 3 clusters Score -805742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -805744.125000 Penalty: 2906.214844
	Iteration 35Q: 3 clusters Score -805744.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -805749.312500 Penalty: 2906.214844
	Iteration 36Q: 3 clusters Score -805749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -805752.187500 Penalty: 2906.214844
	Iteration 37Q: 3 clusters Score -805752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -805753.875000 Penalty: 2906.214844
	Iteration 38Q: 3 clusters Score -805753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -805753.875000 Penalty: 2906.214844
	Iteration 39Q: 3 clusters Score -805753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -805755.562500 Penalty: 2906.214844
	Iteration 40F: 3 clusters Score -805755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -805754.312500 Penalty: 2906.214844
	Iteration 41Q: 3 clusters Score -805754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -805754.687500 Penalty: 2906.214844
	Iteration 42Q: 3 clusters Score -805754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -805754.750000 Penalty: 2906.214844
	Iteration 43Q: 3 clusters Score -805754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -805755.687500 Penalty: 2906.214844
	Iteration 44Q: 3 clusters Score -805755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -805755.687500 Penalty: 2906.214844
	Iteration 45F: 3 clusters Score -805755.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -1073387.375000 Penalty: 1505.319092
	Iteration 0F: 2 clusters Score -1073387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1065837.375000 Penalty: 3010.638184
	Iteration 0F: 3 clusters Score -1065837 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1068326.750000 Penalty: 3010.638184
	Iteration 1F: 3 clusters Score -1068327 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1068749.750000 Penalty: 3010.638184
	Iteration 2F: 3 clusters Score -1068750 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1069224.125000 Penalty: 3010.638184
	Iteration 3F: 3 clusters Score -1069224 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1069660.750000 Penalty: 3010.638184
	Iteration 4F: 3 clusters Score -1069661 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1070035.000000 Penalty: 3010.638184
	Iteration 5F: 3 clusters Score -1070035 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1070312.250000 Penalty: 3010.638184
	Iteration 6F: 3 clusters Score -1070312 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1070551.750000 Penalty: 3010.638184
	Iteration 7Q: 3 clusters Score -1070552 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1070718.500000 Penalty: 3010.638184
	Iteration 8Q: 3 clusters Score -1070718 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1070832.250000 Penalty: 3010.638184
	Iteration 9Q: 3 clusters Score -1070832 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1070908.500000 Penalty: 3010.638184
	Iteration 10Q: 3 clusters Score -1070908 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1070965.625000 Penalty: 3010.638184
	Iteration 11Q: 3 clusters Score -1070966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1071020.875000 Penalty: 3010.638184
	Iteration 12Q: 3 clusters Score -1071021 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1071068.875000 Penalty: 3010.638184
	Iteration 13Q: 3 clusters Score -1071069 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1071113.750000 Penalty: 3010.638184
	Iteration 14Q: 3 clusters Score -1071114 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1071148.625000 Penalty: 3010.638184
	Iteration 15Q: 3 clusters Score -1071149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1071181.875000 Penalty: 3010.638184
	Iteration 16Q: 3 clusters Score -1071182 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1071221.250000 Penalty: 3010.638184
	Iteration 17Q: 3 clusters Score -1071221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1071253.750000 Penalty: 3010.638184
	Iteration 18Q: 3 clusters Score -1071254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1071287.750000 Penalty: 3010.638184
	Iteration 19Q: 3 clusters Score -1071288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1071312.125000 Penalty: 3010.638184
	Iteration 20F: 3 clusters Score -1071312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1071340.750000 Penalty: 3010.638184
	Iteration 21Q: 3 clusters Score -1071341 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1071371.500000 Penalty: 3010.638184
	Iteration 22Q: 3 clusters Score -1071372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1071406.125000 Penalty: 3010.638184
	Iteration 23Q: 3 clusters Score -1071406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1071448.750000 Penalty: 3010.638184
	Iteration 24Q: 3 clusters Score -1071449 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1071495.250000 Penalty: 3010.638184
	Iteration 25Q: 3 clusters Score -1071495 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1071557.625000 Penalty: 3010.638184
	Iteration 26Q: 3 clusters Score -1071558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1071616.000000 Penalty: 3010.638184
	Iteration 27Q: 3 clusters Score -1071616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1071673.125000 Penalty: 3010.638184
	Iteration 28Q: 3 clusters Score -1071673 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1071734.000000 Penalty: 3010.638184
	Iteration 29Q: 3 clusters Score -1071734 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1071795.250000 Penalty: 3010.638184
	Iteration 30Q: 3 clusters Score -1071795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1071870.500000 Penalty: 3010.638184
	Iteration 31Q: 3 clusters Score -1071870 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1071931.625000 Penalty: 3010.638184
	Iteration 32Q: 3 clusters Score -1071932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1071992.375000 Penalty: 3010.638184
	Iteration 33Q: 3 clusters Score -1071992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1072047.375000 Penalty: 3010.638184
	Iteration 34Q: 3 clusters Score -1072047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1072107.000000 Penalty: 3010.638184
	Iteration 35Q: 3 clusters Score -1072107 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1072156.375000 Penalty: 3010.638184
	Iteration 36Q: 3 clusters Score -1072156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1072197.250000 Penalty: 3010.638184
	Iteration 37Q: 3 clusters Score -1072197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1072216.875000 Penalty: 3010.638184
	Iteration 38Q: 3 clusters Score -1072217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1072230.625000 Penalty: 3010.638184
	Iteration 39Q: 3 clusters Score -1072231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1072240.750000 Penalty: 3010.638184
	Iteration 40F: 3 clusters Score -1072241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1072254.750000 Penalty: 3010.638184
	Iteration 41Q: 3 clusters Score -1072255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1072266.875000 Penalty: 3010.638184
	Iteration 42Q: 3 clusters Score -1072267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1072278.750000 Penalty: 3010.638184
	Iteration 43Q: 3 clusters Score -1072279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1072291.625000 Penalty: 3010.638184
	Iteration 44Q: 3 clusters Score -1072292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1072298.125000 Penalty: 3010.638184
	Iteration 45Q: 3 clusters Score -1072298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1072305.625000 Penalty: 3010.638184
	Iteration 46Q: 3 clusters Score -1072306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1072309.000000 Penalty: 3010.638184
	Iteration 47Q: 3 clusters Score -1072309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1072309.875000 Penalty: 3010.638184
	Iteration 48Q: 3 clusters Score -1072310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1072317.875000 Penalty: 3010.638184
	Iteration 49Q: 3 clusters Score -1072318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1072324.375000 Penalty: 3010.638184
	Iteration 50Q: 3 clusters Score -1072324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1072327.875000 Penalty: 3010.638184
	Iteration 51Q: 3 clusters Score -1072328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1072335.375000 Penalty: 3010.638184
	Iteration 52Q: 3 clusters Score -1072335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1072342.625000 Penalty: 3010.638184
	Iteration 53Q: 3 clusters Score -1072343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1072343.375000 Penalty: 3010.638184
	Iteration 54Q: 3 clusters Score -1072343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1072347.500000 Penalty: 3010.638184
	Iteration 55Q: 3 clusters Score -1072348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1072346.250000 Penalty: 3010.638184
	Iteration 56Q: 3 clusters Score -1072346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1072346.250000 Penalty: 3010.638184
	Iteration 57F: 3 clusters Score -1072346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -215668.046875 Penalty: 1239.792114
	Iteration 0F: 2 clusters Score -215668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -213551.203125 Penalty: 2479.584229
	Iteration 0F: 3 clusters Score -213551.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -214004.265625 Penalty: 2479.584229
	Iteration 1F: 3 clusters Score -214004.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -214141.781250 Penalty: 2479.584229
	Iteration 2F: 3 clusters Score -214141.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -214272.187500 Penalty: 2479.584229
	Iteration 3Q: 3 clusters Score -214272.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -214422.859375 Penalty: 2479.584229
	Iteration 4F: 3 clusters Score -214422.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -214588.921875 Penalty: 2479.584229
	Iteration 5F: 3 clusters Score -214588.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -214731.218750 Penalty: 2479.584229
	Iteration 6F: 3 clusters Score -214731.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -214837.812500 Penalty: 2479.584229
	Iteration 7F: 3 clusters Score -214837.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -214927.546875 Penalty: 2479.584229
	Iteration 8Q: 3 clusters Score -214927.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -214985.984375 Penalty: 2479.584229
	Iteration 9Q: 3 clusters Score -214986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -215024.484375 Penalty: 2479.584229
	Iteration 10Q: 3 clusters Score -215024.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -215058.156250 Penalty: 2479.584229
	Iteration 11Q: 3 clusters Score -215058.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -215083.875000 Penalty: 2479.584229
	Iteration 12Q: 3 clusters Score -215083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -215093.921875 Penalty: 2479.584229
	Iteration 13Q: 3 clusters Score -215093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -215101.484375 Penalty: 2479.584229
	Iteration 14Q: 3 clusters Score -215101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -215110.390625 Penalty: 2479.584229
	Iteration 15Q: 3 clusters Score -215110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -215118.890625 Penalty: 2479.584229
	Iteration 16Q: 3 clusters Score -215118.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -215139.265625 Penalty: 2479.584229
	Iteration 17Q: 3 clusters Score -215139.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -215157.015625 Penalty: 2479.584229
	Iteration 18Q: 3 clusters Score -215157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -215170.531250 Penalty: 2479.584229
	Iteration 19Q: 3 clusters Score -215170.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -215185.500000 Penalty: 2479.584229
	Iteration 20F: 3 clusters Score -215185.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -215197.984375 Penalty: 2479.584229
	Iteration 21Q: 3 clusters Score -215198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -215209.421875 Penalty: 2479.584229
	Iteration 22Q: 3 clusters Score -215209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -215221.187500 Penalty: 2479.584229
	Iteration 23Q: 3 clusters Score -215221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -215230.218750 Penalty: 2479.584229
	Iteration 24Q: 3 clusters Score -215230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -215231.593750 Penalty: 2479.584229
	Iteration 25Q: 3 clusters Score -215231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -215235.093750 Penalty: 2479.584229
	Iteration 26Q: 3 clusters Score -215235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -215238.265625 Penalty: 2479.584229
	Iteration 27Q: 3 clusters Score -215238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -215240.953125 Penalty: 2479.584229
	Iteration 28Q: 3 clusters Score -215241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -215245.812500 Penalty: 2479.584229
	Iteration 29Q: 3 clusters Score -215245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -215254.265625 Penalty: 2479.584229
	Iteration 30Q: 3 clusters Score -215254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -215263.859375 Penalty: 2479.584229
	Iteration 31Q: 3 clusters Score -215263.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -215277.640625 Penalty: 2479.584229
	Iteration 32Q: 3 clusters Score -215277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -215288.078125 Penalty: 2479.584229
	Iteration 33Q: 3 clusters Score -215288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -215297.265625 Penalty: 2479.584229
	Iteration 34Q: 3 clusters Score -215297.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -215303.781250 Penalty: 2479.584229
	Iteration 35Q: 3 clusters Score -215303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -215315.953125 Penalty: 2479.584229
	Iteration 36Q: 3 clusters Score -215316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -215336.328125 Penalty: 2479.584229
	Iteration 37Q: 3 clusters Score -215336.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -215382.578125 Penalty: 2479.584229
	Iteration 38Q: 3 clusters Score -215382.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -215442.656250 Penalty: 2479.584229
	Iteration 39Q: 3 clusters Score -215442.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -215509.390625 Penalty: 2479.584229
	Iteration 40F: 3 clusters Score -215509.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -215545.562500 Penalty: 2479.584229
	Iteration 41Q: 3 clusters Score -215545.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -215552.953125 Penalty: 2479.584229
	Iteration 42Q: 3 clusters Score -215553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -215554.812500 Penalty: 2479.584229
	Iteration 43Q: 3 clusters Score -215554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -215555.640625 Penalty: 2479.584229
	Iteration 44Q: 3 clusters Score -215555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -215555.859375 Penalty: 2479.584229
	Iteration 45Q: 3 clusters Score -215555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -215555.859375 Penalty: 2479.584229
	Iteration 46F: 3 clusters Score -215555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -71929.054688 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -71929.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70655.007812 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -70655.01 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70905.515625 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -70905.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70993.070312 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -70993.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71045.726562 Penalty: 2172.092285
	Iteration 3Q: 3 clusters Score -71045.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71072.406250 Penalty: 2172.092285
	Iteration 4Q: 3 clusters Score -71072.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71090.656250 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -71090.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71097.265625 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -71097.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71105.257812 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -71105.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71114.015625 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -71114.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -71124.609375 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -71124.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71133.718750 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -71133.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71136.875000 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -71136.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71141.914062 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -71141.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -71162.406250 Penalty: 2172.092285
	Iteration 13Q: 3 clusters Score -71162.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71175.359375 Penalty: 2172.092285
	Iteration 14Q: 3 clusters Score -71175.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71199.726562 Penalty: 2172.092285
	Iteration 15Q: 3 clusters Score -71199.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71212.875000 Penalty: 2172.092285
	Iteration 16Q: 3 clusters Score -71212.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -71230.687500 Penalty: 2172.092285
	Iteration 17Q: 3 clusters Score -71230.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71249.093750 Penalty: 2172.092285
	Iteration 18Q: 3 clusters Score -71249.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71257.742188 Penalty: 2172.092285
	Iteration 19Q: 3 clusters Score -71257.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -71275.304688 Penalty: 2172.092285
	Iteration 20F: 3 clusters Score -71275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -71288.492188 Penalty: 2172.092285
	Iteration 21Q: 3 clusters Score -71288.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71296.976562 Penalty: 2172.092285
	Iteration 22Q: 3 clusters Score -71296.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -71303.742188 Penalty: 2172.092285
	Iteration 23Q: 3 clusters Score -71303.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71309.117188 Penalty: 2172.092285
	Iteration 24Q: 3 clusters Score -71309.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71311.070312 Penalty: 2172.092285
	Iteration 25Q: 3 clusters Score -71311.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71314.046875 Penalty: 2172.092285
	Iteration 26Q: 3 clusters Score -71314.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71316.812500 Penalty: 2172.092285
	Iteration 27Q: 3 clusters Score -71316.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71318.882812 Penalty: 2172.092285
	Iteration 28Q: 3 clusters Score -71318.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -71325.804688 Penalty: 2172.092285
	Iteration 29Q: 3 clusters Score -71325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -71331.312500 Penalty: 2172.092285
	Iteration 30Q: 3 clusters Score -71331.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71334.984375 Penalty: 2172.092285
	Iteration 31Q: 3 clusters Score -71334.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71336.000000 Penalty: 2172.092285
	Iteration 32Q: 3 clusters Score -71336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71336.000000 Penalty: 2172.092285
	Iteration 33F: 3 clusters Score -71336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121622 members 
Entering Unmasked Estep 
Score: -13146208.000000 Penalty: 1902.659424
	Iteration 0F: 2 clusters Score -1.314621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -13065997.000000 Penalty: 3805.318848
	Iteration 0F: 3 clusters Score -1.3066e+07 nChanged 58508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -13099946.000000 Penalty: 3805.318848
	Iteration 1F: 3 clusters Score -1.309995e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -13100795.000000 Penalty: 3805.318848
	Iteration 2Q: 3 clusters Score -1.31008e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -13102228.000000 Penalty: 3805.318848
	Iteration 3Q: 3 clusters Score -1.310223e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -13104783.000000 Penalty: 3805.318848
	Iteration 4Q: 3 clusters Score -1.310478e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -13109523.000000 Penalty: 3805.318848
	Iteration 5F: 3 clusters Score -1.310952e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -13117606.000000 Penalty: 3805.318848
	Iteration 6F: 3 clusters Score -1.311761e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -13128342.000000 Penalty: 3805.318848
	Iteration 7F: 3 clusters Score -1.312834e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -13137539.000000 Penalty: 3805.318848
	Iteration 8F: 3 clusters Score -1.313754e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119334 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13142397.000000 Penalty: 3805.318848
	Iteration 9Q: 3 clusters Score -1.31424e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13143920.000000 Penalty: 3805.318848
	Iteration 10Q: 3 clusters Score -1.314392e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13144298.000000 Penalty: 3805.318848
	Iteration 11Q: 3 clusters Score -1.31443e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13144435.000000 Penalty: 3805.318848
	Iteration 12Q: 3 clusters Score -1.314444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13144477.000000 Penalty: 3805.318848
	Iteration 13Q: 3 clusters Score -1.314448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121475 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13144506.000000 Penalty: 3805.318848
	Iteration 14Q: 3 clusters Score -1.314451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121482 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13144517.000000 Penalty: 3805.318848
	Iteration 15Q: 3 clusters Score -1.314452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13144522.000000 Penalty: 3805.318848
	Iteration 16Q: 3 clusters Score -1.314452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13144528.000000 Penalty: 3805.318848
	Iteration 17Q: 3 clusters Score -1.314453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13144539.000000 Penalty: 3805.318848
	Iteration 18Q: 3 clusters Score -1.314454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13144551.000000 Penalty: 3805.318848
	Iteration 19Q: 3 clusters Score -1.314455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13144548.000000 Penalty: 3805.318848
	Iteration 20F: 3 clusters Score -1.314455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13144550.000000 Penalty: 3805.318848
	Iteration 21Q: 3 clusters Score -1.314455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13144550.000000 Penalty: 3805.318848
	Iteration 22F: 3 clusters Score -1.314455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Entering Unmasked Estep 
Score: -11190781.000000 Penalty: 1877.886475
	Iteration 0F: 2 clusters Score -1.119078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -11121471.000000 Penalty: 3755.772949
	Iteration 0F: 3 clusters Score -1.112147e+07 nChanged 50021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -11150647.000000 Penalty: 3755.772949
	Iteration 1F: 3 clusters Score -1.115065e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -11151679.000000 Penalty: 3755.772949
	Iteration 2Q: 3 clusters Score -1.115168e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -11152941.000000 Penalty: 3755.772949
	Iteration 3Q: 3 clusters Score -1.115294e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -11154661.000000 Penalty: 3755.772949
	Iteration 4Q: 3 clusters Score -1.115466e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -11157265.000000 Penalty: 3755.772949
	Iteration 5Q: 3 clusters Score -1.115726e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -11160121.000000 Penalty: 3755.772949
	Iteration 6F: 3 clusters Score -1.116012e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -11163048.000000 Penalty: 3755.772949
	Iteration 7F: 3 clusters Score -1.116305e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -11165515.000000 Penalty: 3755.772949
	Iteration 8F: 3 clusters Score -1.116552e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -11167250.000000 Penalty: 3755.772949
	Iteration 9Q: 3 clusters Score -1.116725e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -11168454.000000 Penalty: 3755.772949
	Iteration 10Q: 3 clusters Score -1.116845e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -11169207.000000 Penalty: 3755.772949
	Iteration 11Q: 3 clusters Score -1.116921e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -11169807.000000 Penalty: 3755.772949
	Iteration 12Q: 3 clusters Score -1.116981e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -11170142.000000 Penalty: 3755.772949
	Iteration 13Q: 3 clusters Score -1.117014e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -11170329.000000 Penalty: 3755.772949
	Iteration 14Q: 3 clusters Score -1.117033e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -11170492.000000 Penalty: 3755.772949
	Iteration 15Q: 3 clusters Score -1.117049e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -11170742.000000 Penalty: 3755.772949
	Iteration 16Q: 3 clusters Score -1.117074e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -11171018.000000 Penalty: 3755.772949
	Iteration 17Q: 3 clusters Score -1.117102e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -11171320.000000 Penalty: 3755.772949
	Iteration 18Q: 3 clusters Score -1.117132e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -11171755.000000 Penalty: 3755.772949
	Iteration 19Q: 3 clusters Score -1.117176e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -11172186.000000 Penalty: 3755.772949
	Iteration 20F: 3 clusters Score -1.117219e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -11172847.000000 Penalty: 3755.772949
	Iteration 21Q: 3 clusters Score -1.117285e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -11173758.000000 Penalty: 3755.772949
	Iteration 22Q: 3 clusters Score -1.117376e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -11174970.000000 Penalty: 3755.772949
	Iteration 23Q: 3 clusters Score -1.117497e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -11176489.000000 Penalty: 3755.772949
	Iteration 24Q: 3 clusters Score -1.117649e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -11178343.000000 Penalty: 3755.772949
	Iteration 25Q: 3 clusters Score -1.117834e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -11180212.000000 Penalty: 3755.772949
	Iteration 26Q: 3 clusters Score -1.118021e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -11182256.000000 Penalty: 3755.772949
	Iteration 27Q: 3 clusters Score -1.118226e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -11184177.000000 Penalty: 3755.772949
	Iteration 28Q: 3 clusters Score -1.118418e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -11185695.000000 Penalty: 3755.772949
	Iteration 29Q: 3 clusters Score -1.11857e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -11186904.000000 Penalty: 3755.772949
	Iteration 30Q: 3 clusters Score -1.11869e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -11187670.000000 Penalty: 3755.772949
	Iteration 31Q: 3 clusters Score -1.118767e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -11188185.000000 Penalty: 3755.772949
	Iteration 32Q: 3 clusters Score -1.118818e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11188520.000000 Penalty: 3755.772949
	Iteration 33Q: 3 clusters Score -1.118852e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102898 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11188689.000000 Penalty: 3755.772949
	Iteration 34Q: 3 clusters Score -1.118869e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11188793.000000 Penalty: 3755.772949
	Iteration 35Q: 3 clusters Score -1.118879e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103377 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11188900.000000 Penalty: 3755.772949
	Iteration 36Q: 3 clusters Score -1.11889e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11188965.000000 Penalty: 3755.772949
	Iteration 37Q: 3 clusters Score -1.118896e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11189030.000000 Penalty: 3755.772949
	Iteration 38Q: 3 clusters Score -1.118903e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103685 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11189060.000000 Penalty: 3755.772949
	Iteration 39Q: 3 clusters Score -1.118906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103722 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11189084.000000 Penalty: 3755.772949
	Iteration 40F: 3 clusters Score -1.118908e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11189089.000000 Penalty: 3755.772949
	Iteration 41Q: 3 clusters Score -1.118909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11189107.000000 Penalty: 3755.772949
	Iteration 42Q: 3 clusters Score -1.118911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11189125.000000 Penalty: 3755.772949
	Iteration 43Q: 3 clusters Score -1.118912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11189121.000000 Penalty: 3755.772949
	Iteration 44Q: 3 clusters Score -1.118912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103846 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11189137.000000 Penalty: 3755.772949
	Iteration 45Q: 3 clusters Score -1.118914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11189147.000000 Penalty: 3755.772949
	Iteration 46Q: 3 clusters Score -1.118915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11189159.000000 Penalty: 3755.772949
	Iteration 47Q: 3 clusters Score -1.118916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11189174.000000 Penalty: 3755.772949
	Iteration 48Q: 3 clusters Score -1.118917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11189164.000000 Penalty: 3755.772949
	Iteration 49Q: 3 clusters Score -1.118916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11189175.000000 Penalty: 3755.772949
	Iteration 50Q: 3 clusters Score -1.118918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11189181.000000 Penalty: 3755.772949
	Iteration 51Q: 3 clusters Score -1.118918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11189185.000000 Penalty: 3755.772949
	Iteration 52Q: 3 clusters Score -1.118918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11189188.000000 Penalty: 3755.772949
	Iteration 53Q: 3 clusters Score -1.118919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11189187.000000 Penalty: 3755.772949
	Iteration 54Q: 3 clusters Score -1.118919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11189191.000000 Penalty: 3755.772949
	Iteration 55Q: 3 clusters Score -1.118919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11189208.000000 Penalty: 3755.772949
	Iteration 56Q: 3 clusters Score -1.118921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11189215.000000 Penalty: 3755.772949
	Iteration 57Q: 3 clusters Score -1.118922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11189218.000000 Penalty: 3755.772949
	Iteration 58Q: 3 clusters Score -1.118922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11189221.000000 Penalty: 3755.772949
	Iteration 59Q: 3 clusters Score -1.118922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11189213.000000 Penalty: 3755.772949
	Iteration 60F: 3 clusters Score -1.118921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11189207.000000 Penalty: 3755.772949
	Iteration 61Q: 3 clusters Score -1.118921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11189215.000000 Penalty: 3755.772949
	Iteration 62Q: 3 clusters Score -1.118922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11189223.000000 Penalty: 3755.772949
	Iteration 63Q: 3 clusters Score -1.118922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11189227.000000 Penalty: 3755.772949
	Iteration 64Q: 3 clusters Score -1.118923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11189221.000000 Penalty: 3755.772949
	Iteration 65Q: 3 clusters Score -1.118922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11189226.000000 Penalty: 3755.772949
	Iteration 66Q: 3 clusters Score -1.118923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11189234.000000 Penalty: 3755.772949
	Iteration 67Q: 3 clusters Score -1.118923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11189241.000000 Penalty: 3755.772949
	Iteration 68Q: 3 clusters Score -1.118924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11189239.000000 Penalty: 3755.772949
	Iteration 69Q: 3 clusters Score -1.118924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11189234.000000 Penalty: 3755.772949
	Iteration 70Q: 3 clusters Score -1.118923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11189229.000000 Penalty: 3755.772949
	Iteration 71Q: 3 clusters Score -1.118923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11189241.000000 Penalty: 3755.772949
	Iteration 72Q: 3 clusters Score -1.118924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11189240.000000 Penalty: 3755.772949
	Iteration 73Q: 3 clusters Score -1.118924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11189232.000000 Penalty: 3755.772949
	Iteration 74Q: 3 clusters Score -1.118923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11189228.000000 Penalty: 3755.772949
	Iteration 75Q: 3 clusters Score -1.118923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11189239.000000 Penalty: 3755.772949
	Iteration 76Q: 3 clusters Score -1.118924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11189242.000000 Penalty: 3755.772949
	Iteration 77Q: 3 clusters Score -1.118924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11189243.000000 Penalty: 3755.772949
	Iteration 78Q: 3 clusters Score -1.118924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11189238.000000 Penalty: 3755.772949
	Iteration 79Q: 3 clusters Score -1.118924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11189239.000000 Penalty: 3755.772949
	Iteration 80F: 3 clusters Score -1.118924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11189253.000000 Penalty: 3755.772949
	Iteration 81Q: 3 clusters Score -1.118925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11189261.000000 Penalty: 3755.772949
	Iteration 82Q: 3 clusters Score -1.118926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11189268.000000 Penalty: 3755.772949
	Iteration 83Q: 3 clusters Score -1.118927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11189264.000000 Penalty: 3755.772949
	Iteration 84Q: 3 clusters Score -1.118926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11189267.000000 Penalty: 3755.772949
	Iteration 85Q: 3 clusters Score -1.118927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11189268.000000 Penalty: 3755.772949
	Iteration 86Q: 3 clusters Score -1.118927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11189271.000000 Penalty: 3755.772949
	Iteration 87Q: 3 clusters Score -1.118927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11189272.000000 Penalty: 3755.772949
	Iteration 88Q: 3 clusters Score -1.118927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11189273.000000 Penalty: 3755.772949
	Iteration 89Q: 3 clusters Score -1.118927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11189269.000000 Penalty: 3755.772949
	Iteration 90Q: 3 clusters Score -1.118927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11189277.000000 Penalty: 3755.772949
	Iteration 91Q: 3 clusters Score -1.118928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11189280.000000 Penalty: 3755.772949
	Iteration 92Q: 3 clusters Score -1.118928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11189280.000000 Penalty: 3755.772949
	Iteration 93F: 3 clusters Score -1.118928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -17320.275391 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -17320.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16629.021484 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -16629.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16852.437500 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -16852.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16895.748047 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -16895.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16901.640625 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -16901.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16923.474609 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -16923.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16927.603516 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -16927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16951.107422 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -16951.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16953.554688 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -16953.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16955.117188 Penalty: 1782.559082
	Iteration 8Q: 3 clusters Score -16955.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16955.117188 Penalty: 1782.559082
	Iteration 9F: 3 clusters Score -16955.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -1549497.750000 Penalty: 1566.623291
	Iteration 0F: 2 clusters Score -1549498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1538950.750000 Penalty: 3133.246582
	Iteration 0F: 3 clusters Score -1538951 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1542667.500000 Penalty: 3133.246582
	Iteration 1F: 3 clusters Score -1542668 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1543107.500000 Penalty: 3133.246582
	Iteration 2F: 3 clusters Score -1543108 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1543537.750000 Penalty: 3133.246582
	Iteration 3F: 3 clusters Score -1543538 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1544003.125000 Penalty: 3133.246582
	Iteration 4F: 3 clusters Score -1544003 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1544515.875000 Penalty: 3133.246582
	Iteration 5F: 3 clusters Score -1544516 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1545099.625000 Penalty: 3133.246582
	Iteration 6F: 3 clusters Score -1545100 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1545767.250000 Penalty: 3133.246582
	Iteration 7F: 3 clusters Score -1545767 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1546640.500000 Penalty: 3133.246582
	Iteration 8F: 3 clusters Score -1546640 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1547649.250000 Penalty: 3133.246582
	Iteration 9F: 3 clusters Score -1547649 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1548581.875000 Penalty: 3133.246582
	Iteration 10Q: 3 clusters Score -1548582 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1549114.625000 Penalty: 3133.246582
	Iteration 11Q: 3 clusters Score -1549115 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1549442.125000 Penalty: 3133.246582
	Iteration 12Q: 3 clusters Score -1549442 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1549749.625000 Penalty: 3133.246582
	Iteration 13Q: 3 clusters Score -1549750 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1550046.500000 Penalty: 3133.246582
	Iteration 14Q: 3 clusters Score -1550046 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1550341.375000 Penalty: 3133.246582
	Iteration 15Q: 3 clusters Score -1550341 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1550636.875000 Penalty: 3133.246582
	Iteration 16Q: 3 clusters Score -1550637 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1550832.000000 Penalty: 3133.246582
	Iteration 17Q: 3 clusters Score -1550832 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1550916.000000 Penalty: 3133.246582
	Iteration 18Q: 3 clusters Score -1550916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1550964.750000 Penalty: 3133.246582
	Iteration 19Q: 3 clusters Score -1550965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1550986.625000 Penalty: 3133.246582
	Iteration 20F: 3 clusters Score -1550987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1550996.875000 Penalty: 3133.246582
	Iteration 21Q: 3 clusters Score -1550997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1551003.625000 Penalty: 3133.246582
	Iteration 22Q: 3 clusters Score -1551004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1551004.250000 Penalty: 3133.246582
	Iteration 23Q: 3 clusters Score -1551004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1551003.750000 Penalty: 3133.246582
	Iteration 24Q: 3 clusters Score -1551004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1551006.125000 Penalty: 3133.246582
	Iteration 25Q: 3 clusters Score -1551006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1551007.875000 Penalty: 3133.246582
	Iteration 26Q: 3 clusters Score -1551008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1551009.875000 Penalty: 3133.246582
	Iteration 27Q: 3 clusters Score -1551010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1551007.875000 Penalty: 3133.246582
	Iteration 28Q: 3 clusters Score -1551008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1551006.375000 Penalty: 3133.246582
	Iteration 29Q: 3 clusters Score -1551006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1551009.000000 Penalty: 3133.246582
	Iteration 30Q: 3 clusters Score -1551009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1551008.625000 Penalty: 3133.246582
	Iteration 31Q: 3 clusters Score -1551009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1551005.125000 Penalty: 3133.246582
	Iteration 32Q: 3 clusters Score -1551005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1551004.250000 Penalty: 3133.246582
	Iteration 33Q: 3 clusters Score -1551004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1551004.250000 Penalty: 3133.246582
	Iteration 34F: 3 clusters Score -1551004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6729 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8650 members 
Entering Unmasked Estep 
Score: -101032192.000000 Penalty: 94107.984375
Splitting cluster 28 changes total score from -101031304.000000 to -101032192.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 29 (18451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Entering Unmasked Estep 
Score: -2010077.750000 Penalty: 1596.217041
	Iteration 0F: 2 clusters Score -2010078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1997509.750000 Penalty: 3192.434082
	Iteration 0F: 3 clusters Score -1997510 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2001991.625000 Penalty: 3192.434082
	Iteration 1F: 3 clusters Score -2001992 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2002410.500000 Penalty: 3192.434082
	Iteration 2F: 3 clusters Score -2002410 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2002783.375000 Penalty: 3192.434082
	Iteration 3Q: 3 clusters Score -2002783 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2003071.250000 Penalty: 3192.434082
	Iteration 4Q: 3 clusters Score -2003071 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2003309.250000 Penalty: 3192.434082
	Iteration 5Q: 3 clusters Score -2003309 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2003534.750000 Penalty: 3192.434082
	Iteration 6Q: 3 clusters Score -2003535 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2003756.375000 Penalty: 3192.434082
	Iteration 7Q: 3 clusters Score -2003756 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2004019.750000 Penalty: 3192.434082
	Iteration 8Q: 3 clusters Score -2004020 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2004365.625000 Penalty: 3192.434082
	Iteration 9Q: 3 clusters Score -2004366 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2004801.625000 Penalty: 3192.434082
	Iteration 10Q: 3 clusters Score -2004802 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2005351.125000 Penalty: 3192.434082
	Iteration 11Q: 3 clusters Score -2005351 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2005847.500000 Penalty: 3192.434082
	Iteration 12Q: 3 clusters Score -2005848 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2006156.750000 Penalty: 3192.434082
	Iteration 13Q: 3 clusters Score -2006157 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2006347.750000 Penalty: 3192.434082
	Iteration 14Q: 3 clusters Score -2006348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2006442.250000 Penalty: 3192.434082
	Iteration 15Q: 3 clusters Score -2006442 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2006510.000000 Penalty: 3192.434082
	Iteration 16Q: 3 clusters Score -2006510 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2006555.500000 Penalty: 3192.434082
	Iteration 17Q: 3 clusters Score -2006556 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2006595.500000 Penalty: 3192.434082
	Iteration 18Q: 3 clusters Score -2006596 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2006637.750000 Penalty: 3192.434082
	Iteration 19Q: 3 clusters Score -2006638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2006673.000000 Penalty: 3192.434082
	Iteration 20F: 3 clusters Score -2006673 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2006692.750000 Penalty: 3192.434082
	Iteration 21Q: 3 clusters Score -2006693 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2006722.000000 Penalty: 3192.434082
	Iteration 22Q: 3 clusters Score -2006722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2006763.000000 Penalty: 3192.434082
	Iteration 23Q: 3 clusters Score -2006763 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2006804.500000 Penalty: 3192.434082
	Iteration 24Q: 3 clusters Score -2006804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2006843.625000 Penalty: 3192.434082
	Iteration 25Q: 3 clusters Score -2006844 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2006876.750000 Penalty: 3192.434082
	Iteration 26Q: 3 clusters Score -2006877 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2006906.500000 Penalty: 3192.434082
	Iteration 27Q: 3 clusters Score -2006906 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2006947.000000 Penalty: 3192.434082
	Iteration 28Q: 3 clusters Score -2006947 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2006985.250000 Penalty: 3192.434082
	Iteration 29Q: 3 clusters Score -2006985 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2007042.375000 Penalty: 3192.434082
	Iteration 30Q: 3 clusters Score -2007042 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2007091.750000 Penalty: 3192.434082
	Iteration 31Q: 3 clusters Score -2007092 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2007153.125000 Penalty: 3192.434082
	Iteration 32Q: 3 clusters Score -2007153 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2007214.250000 Penalty: 3192.434082
	Iteration 33Q: 3 clusters Score -2007214 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2007286.875000 Penalty: 3192.434082
	Iteration 34Q: 3 clusters Score -2007287 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2007357.125000 Penalty: 3192.434082
	Iteration 35Q: 3 clusters Score -2007357 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2007427.750000 Penalty: 3192.434082
	Iteration 36Q: 3 clusters Score -2007428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2007522.625000 Penalty: 3192.434082
	Iteration 37Q: 3 clusters Score -2007523 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2007626.875000 Penalty: 3192.434082
	Iteration 38Q: 3 clusters Score -2007627 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2007732.875000 Penalty: 3192.434082
	Iteration 39Q: 3 clusters Score -2007733 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2007830.875000 Penalty: 3192.434082
	Iteration 40F: 3 clusters Score -2007831 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2007938.250000 Penalty: 3192.434082
	Iteration 41Q: 3 clusters Score -2007938 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2008058.625000 Penalty: 3192.434082
	Iteration 42Q: 3 clusters Score -2008059 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2008170.250000 Penalty: 3192.434082
	Iteration 43Q: 3 clusters Score -2008170 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2008279.500000 Penalty: 3192.434082
	Iteration 44Q: 3 clusters Score -2008280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2008380.625000 Penalty: 3192.434082
	Iteration 45Q: 3 clusters Score -2008381 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2008467.375000 Penalty: 3192.434082
	Iteration 46Q: 3 clusters Score -2008467 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2008544.125000 Penalty: 3192.434082
	Iteration 47Q: 3 clusters Score -2008544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2008609.375000 Penalty: 3192.434082
	Iteration 48Q: 3 clusters Score -2008609 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2008675.375000 Penalty: 3192.434082
	Iteration 49Q: 3 clusters Score -2008675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2008733.000000 Penalty: 3192.434082
	Iteration 50Q: 3 clusters Score -2008733 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2008784.250000 Penalty: 3192.434082
	Iteration 51Q: 3 clusters Score -2008784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2008814.875000 Penalty: 3192.434082
	Iteration 52Q: 3 clusters Score -2008815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2008831.625000 Penalty: 3192.434082
	Iteration 53Q: 3 clusters Score -2008832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2008850.625000 Penalty: 3192.434082
	Iteration 54Q: 3 clusters Score -2008851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2008871.875000 Penalty: 3192.434082
	Iteration 55Q: 3 clusters Score -2008872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2008883.375000 Penalty: 3192.434082
	Iteration 56Q: 3 clusters Score -2008883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2008893.750000 Penalty: 3192.434082
	Iteration 57Q: 3 clusters Score -2008894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2008908.000000 Penalty: 3192.434082
	Iteration 58Q: 3 clusters Score -2008908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2008909.500000 Penalty: 3192.434082
	Iteration 59Q: 3 clusters Score -2008910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2008921.875000 Penalty: 3192.434082
	Iteration 60F: 3 clusters Score -2008922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2008932.500000 Penalty: 3192.434082
	Iteration 61Q: 3 clusters Score -2008932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2008938.625000 Penalty: 3192.434082
	Iteration 62Q: 3 clusters Score -2008939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2008938.250000 Penalty: 3192.434082
	Iteration 63Q: 3 clusters Score -2008938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2008943.125000 Penalty: 3192.434082
	Iteration 64Q: 3 clusters Score -2008943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2008945.125000 Penalty: 3192.434082
	Iteration 65Q: 3 clusters Score -2008945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2008942.625000 Penalty: 3192.434082
	Iteration 66Q: 3 clusters Score -2008943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2008943.125000 Penalty: 3192.434082
	Iteration 67Q: 3 clusters Score -2008943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2008946.125000 Penalty: 3192.434082
	Iteration 68Q: 3 clusters Score -2008946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2008944.500000 Penalty: 3192.434082
	Iteration 69Q: 3 clusters Score -2008944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2008948.000000 Penalty: 3192.434082
	Iteration 70Q: 3 clusters Score -2008948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2008952.000000 Penalty: 3192.434082
	Iteration 71Q: 3 clusters Score -2008952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2008952.875000 Penalty: 3192.434082
	Iteration 72Q: 3 clusters Score -2008953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2008952.125000 Penalty: 3192.434082
	Iteration 73Q: 3 clusters Score -2008952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2008954.125000 Penalty: 3192.434082
	Iteration 74Q: 3 clusters Score -2008954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2008959.500000 Penalty: 3192.434082
	Iteration 75Q: 3 clusters Score -2008960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2008963.000000 Penalty: 3192.434082
	Iteration 76Q: 3 clusters Score -2008963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2008958.750000 Penalty: 3192.434082
	Iteration 77Q: 3 clusters Score -2008959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2008965.875000 Penalty: 3192.434082
	Iteration 78Q: 3 clusters Score -2008966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2008965.875000 Penalty: 3192.434082
	Iteration 79F: 3 clusters Score -2008966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (175391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Entering Unmasked Estep 
Score: -18543188.000000 Penalty: 1962.150635
	Iteration 0F: 2 clusters Score -1.854319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -18425738.000000 Penalty: 3924.301270
	Iteration 0F: 3 clusters Score -1.842574e+07 nChanged 84890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -18475432.000000 Penalty: 3924.301270
	Iteration 1F: 3 clusters Score -1.847543e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -18476226.000000 Penalty: 3924.301270
	Iteration 2Q: 3 clusters Score -1.847623e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -18477132.000000 Penalty: 3924.301270
	Iteration 3Q: 3 clusters Score -1.847713e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -18478072.000000 Penalty: 3924.301270
	Iteration 4Q: 3 clusters Score -1.847807e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -18479122.000000 Penalty: 3924.301270
	Iteration 5Q: 3 clusters Score -1.847912e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -18480358.000000 Penalty: 3924.301270
	Iteration 6Q: 3 clusters Score -1.848036e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -18482096.000000 Penalty: 3924.301270
	Iteration 7Q: 3 clusters Score -1.84821e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -18484572.000000 Penalty: 3924.301270
	Iteration 8Q: 3 clusters Score -1.848457e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -18488606.000000 Penalty: 3924.301270
	Iteration 9Q: 3 clusters Score -1.848861e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -18494954.000000 Penalty: 3924.301270
	Iteration 10F: 3 clusters Score -1.849495e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -18503228.000000 Penalty: 3924.301270
	Iteration 11F: 3 clusters Score -1.850323e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -18509822.000000 Penalty: 3924.301270
	Iteration 12F: 3 clusters Score -1.850982e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -18512880.000000 Penalty: 3924.301270
	Iteration 13Q: 3 clusters Score -1.851288e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -18513938.000000 Penalty: 3924.301270
	Iteration 14Q: 3 clusters Score -1.851394e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -18514472.000000 Penalty: 3924.301270
	Iteration 15Q: 3 clusters Score -1.851447e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -18514778.000000 Penalty: 3924.301270
	Iteration 16Q: 3 clusters Score -1.851478e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -18515112.000000 Penalty: 3924.301270
	Iteration 17Q: 3 clusters Score -1.851511e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -18515474.000000 Penalty: 3924.301270
	Iteration 18Q: 3 clusters Score -1.851547e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -18515830.000000 Penalty: 3924.301270
	Iteration 19Q: 3 clusters Score -1.851583e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -18516312.000000 Penalty: 3924.301270
	Iteration 20F: 3 clusters Score -1.851631e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -18516738.000000 Penalty: 3924.301270
	Iteration 21Q: 3 clusters Score -1.851674e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119955 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -18517186.000000 Penalty: 3924.301270
	Iteration 22Q: 3 clusters Score -1.851719e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -18517758.000000 Penalty: 3924.301270
	Iteration 23Q: 3 clusters Score -1.851776e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125107 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -18518472.000000 Penalty: 3924.301270
	Iteration 24Q: 3 clusters Score -1.851847e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127916 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -18519348.000000 Penalty: 3924.301270
	Iteration 25Q: 3 clusters Score -1.851935e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130971 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -18520498.000000 Penalty: 3924.301270
	Iteration 26Q: 3 clusters Score -1.85205e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -18521682.000000 Penalty: 3924.301270
	Iteration 27Q: 3 clusters Score -1.852168e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -18522820.000000 Penalty: 3924.301270
	Iteration 28Q: 3 clusters Score -1.852282e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141102 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -18524194.000000 Penalty: 3924.301270
	Iteration 29Q: 3 clusters Score -1.852419e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144660 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -18525854.000000 Penalty: 3924.301270
	Iteration 30Q: 3 clusters Score -1.852585e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -18527448.000000 Penalty: 3924.301270
	Iteration 31Q: 3 clusters Score -1.852745e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -18529194.000000 Penalty: 3924.301270
	Iteration 32Q: 3 clusters Score -1.852919e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -18531050.000000 Penalty: 3924.301270
	Iteration 33Q: 3 clusters Score -1.853105e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -18532822.000000 Penalty: 3924.301270
	Iteration 34Q: 3 clusters Score -1.853282e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161161 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -18534408.000000 Penalty: 3924.301270
	Iteration 35Q: 3 clusters Score -1.853441e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -18536104.000000 Penalty: 3924.301270
	Iteration 36Q: 3 clusters Score -1.85361e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -18537648.000000 Penalty: 3924.301270
	Iteration 37Q: 3 clusters Score -1.853765e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167893 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -18538956.000000 Penalty: 3924.301270
	Iteration 38Q: 3 clusters Score -1.853896e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -18539960.000000 Penalty: 3924.301270
	Iteration 39Q: 3 clusters Score -1.853996e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170373 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -18540856.000000 Penalty: 3924.301270
	Iteration 40F: 3 clusters Score -1.854086e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -18541482.000000 Penalty: 3924.301270
	Iteration 41Q: 3 clusters Score -1.854148e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171758 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -18541896.000000 Penalty: 3924.301270
	Iteration 42Q: 3 clusters Score -1.85419e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172130 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -18542202.000000 Penalty: 3924.301270
	Iteration 43Q: 3 clusters Score -1.85422e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -18542404.000000 Penalty: 3924.301270
	Iteration 44Q: 3 clusters Score -1.85424e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -18542504.000000 Penalty: 3924.301270
	Iteration 45Q: 3 clusters Score -1.85425e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -18542572.000000 Penalty: 3924.301270
	Iteration 46Q: 3 clusters Score -1.854257e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172851 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18542634.000000 Penalty: 3924.301270
	Iteration 47Q: 3 clusters Score -1.854263e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -18542696.000000 Penalty: 3924.301270
	Iteration 48Q: 3 clusters Score -1.85427e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -18542726.000000 Penalty: 3924.301270
	Iteration 49Q: 3 clusters Score -1.854273e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -18542720.000000 Penalty: 3924.301270
	Iteration 50Q: 3 clusters Score -1.854272e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173056 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18542730.000000 Penalty: 3924.301270
	Iteration 51Q: 3 clusters Score -1.854273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173076 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -18542738.000000 Penalty: 3924.301270
	Iteration 52Q: 3 clusters Score -1.854274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -18542750.000000 Penalty: 3924.301270
	Iteration 53Q: 3 clusters Score -1.854275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -18542762.000000 Penalty: 3924.301270
	Iteration 54Q: 3 clusters Score -1.854276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173112 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18542758.000000 Penalty: 3924.301270
	Iteration 55Q: 3 clusters Score -1.854276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -18542728.000000 Penalty: 3924.301270
	Iteration 56Q: 3 clusters Score -1.854273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173125 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -18542750.000000 Penalty: 3924.301270
	Iteration 57Q: 3 clusters Score -1.854275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173132 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -18542768.000000 Penalty: 3924.301270
	Iteration 58Q: 3 clusters Score -1.854277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173137 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -18542772.000000 Penalty: 3924.301270
	Iteration 59Q: 3 clusters Score -1.854277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173141 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -18542770.000000 Penalty: 3924.301270
	Iteration 60F: 3 clusters Score -1.854277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173143 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -18542770.000000 Penalty: 3924.301270
	Iteration 61Q: 3 clusters Score -1.854277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173146 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -18542766.000000 Penalty: 3924.301270
	Iteration 62Q: 3 clusters Score -1.854277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173149 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18542756.000000 Penalty: 3924.301270
	Iteration 63Q: 3 clusters Score -1.854276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -18542764.000000 Penalty: 3924.301270
	Iteration 64Q: 3 clusters Score -1.854276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18542760.000000 Penalty: 3924.301270
	Iteration 65Q: 3 clusters Score -1.854276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173156 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -18542770.000000 Penalty: 3924.301270
	Iteration 66Q: 3 clusters Score -1.854277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -18542776.000000 Penalty: 3924.301270
	Iteration 67Q: 3 clusters Score -1.854278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173158 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -18542768.000000 Penalty: 3924.301270
	Iteration 68Q: 3 clusters Score -1.854277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -18542778.000000 Penalty: 3924.301270
	Iteration 69Q: 3 clusters Score -1.854278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -18542778.000000 Penalty: 3924.301270
	Iteration 70F: 3 clusters Score -1.854278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -373086.718750 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -373086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -370099.531250 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -370099.5 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -370826.531250 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -370826.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -370960.781250 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -370960.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -371073.812500 Penalty: 2644.558594
	Iteration 3F: 3 clusters Score -371073.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -371179.156250 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -371179.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -371258.000000 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -371258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -371314.718750 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -371314.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -371356.750000 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -371356.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -371400.406250 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -371400.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -371443.125000 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -371443.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -371486.437500 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -371486.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -371523.625000 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -371523.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -371549.093750 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -371549.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -371564.156250 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -371564.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -371575.812500 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -371575.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -371584.968750 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -371585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -371592.468750 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -371592.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -371595.343750 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -371595.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -371601.937500 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -371601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -371610.562500 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -371610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -371617.531250 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -371617.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -371626.218750 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -371626.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -371630.750000 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -371630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -371634.312500 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -371634.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -371638.406250 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -371638.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -371642.500000 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -371642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -371645.781250 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -371645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -371647.906250 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -371647.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -371650.687500 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -371650.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -371654.843750 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -371654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -371657.843750 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -371657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -371661.062500 Penalty: 2644.558594
	Iteration 31Q: 3 clusters Score -371661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -371662.406250 Penalty: 2644.558594
	Iteration 32Q: 3 clusters Score -371662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -371662.343750 Penalty: 2644.558594
	Iteration 33Q: 3 clusters Score -371662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -371663.343750 Penalty: 2644.558594
	Iteration 34Q: 3 clusters Score -371663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -371664.468750 Penalty: 2644.558594
	Iteration 35Q: 3 clusters Score -371664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -371665.531250 Penalty: 2644.558594
	Iteration 36Q: 3 clusters Score -371665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -371666.437500 Penalty: 2644.558594
	Iteration 37Q: 3 clusters Score -371666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -371667.250000 Penalty: 2644.558594
	Iteration 38Q: 3 clusters Score -371667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -371668.406250 Penalty: 2644.558594
	Iteration 39Q: 3 clusters Score -371668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -371667.937500 Penalty: 2644.558594
	Iteration 40F: 3 clusters Score -371667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -371668.968750 Penalty: 2644.558594
	Iteration 41Q: 3 clusters Score -371669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -371669.906250 Penalty: 2644.558594
	Iteration 42Q: 3 clusters Score -371669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -371670.375000 Penalty: 2644.558594
	Iteration 43Q: 3 clusters Score -371670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -371670.562500 Penalty: 2644.558594
	Iteration 44Q: 3 clusters Score -371670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -371671.468750 Penalty: 2644.558594
	Iteration 45Q: 3 clusters Score -371671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -371671.843750 Penalty: 2644.558594
	Iteration 46Q: 3 clusters Score -371671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -371671.906250 Penalty: 2644.558594
	Iteration 47Q: 3 clusters Score -371671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -371672.656250 Penalty: 2644.558594
	Iteration 48Q: 3 clusters Score -371672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -371672.625000 Penalty: 2644.558594
	Iteration 49Q: 3 clusters Score -371672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -371673.031250 Penalty: 2644.558594
	Iteration 50Q: 3 clusters Score -371673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -371673.593750 Penalty: 2644.558594
	Iteration 51Q: 3 clusters Score -371673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -371674.312500 Penalty: 2644.558594
	Iteration 52Q: 3 clusters Score -371674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -371674.312500 Penalty: 2644.558594
	Iteration 53F: 3 clusters Score -371674.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -189650.406250 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -189650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187637.640625 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -187637.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188064.656250 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -188064.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -188158.796875 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -188158.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -188219.296875 Penalty: 2445.482422
	Iteration 3Q: 3 clusters Score -188219.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -188259.937500 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -188259.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -188284.515625 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -188284.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -188299.734375 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -188299.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -188310.859375 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -188310.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -188318.390625 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -188318.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -188323.421875 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -188323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -188329.625000 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -188329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -188335.531250 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -188335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -188340.968750 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -188341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -188344.062500 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -188344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -188347.328125 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -188347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -188351.734375 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -188351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -188358.078125 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -188358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -188364.953125 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -188365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -188368.640625 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -188368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188373.546875 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -188373.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188380.406250 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -188380.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -188388.312500 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -188388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188390.375000 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -188390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -188392.250000 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -188392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -188393.531250 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -188393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -188394.421875 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -188394.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -188394.421875 Penalty: 2445.482422
	Iteration 26F: 3 clusters Score -188394.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -10387.327148 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -10387.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9761.147461 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -9761.147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10036.426758 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -10036.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10381.012695 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -10381.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10544.071289 Penalty: 1706.988892
	Iteration 3F: 3 clusters Score -10544.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10596.158203 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -10596.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10612.369141 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -10612.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10620.540039 Penalty: 1706.988892
	Iteration 6Q: 3 clusters Score -10620.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10620.540039 Penalty: 1706.988892
	Iteration 7F: 3 clusters Score -10620.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6729 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 58 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8650 members 
Mstep: Class 43 contains 133 members 
Entering Unmasked Estep 
Score: -101031080.000000 Penalty: 96348.648438
Splitting cluster 33 changes total score from -101031304.000000 to -101031080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (11969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Entering Unmasked Estep 
Score: -1293700.250000 Penalty: 1525.887329
	Iteration 0F: 2 clusters Score -1293700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1285274.500000 Penalty: 3051.774658
	Iteration 0F: 3 clusters Score -1285274 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1288088.875000 Penalty: 3051.774658
	Iteration 1F: 3 clusters Score -1288089 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1288278.000000 Penalty: 3051.774658
	Iteration 2F: 3 clusters Score -1288278 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1288407.875000 Penalty: 3051.774658
	Iteration 3Q: 3 clusters Score -1288408 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1288512.625000 Penalty: 3051.774658
	Iteration 4Q: 3 clusters Score -1288513 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1288615.000000 Penalty: 3051.774658
	Iteration 5Q: 3 clusters Score -1288615 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1288723.500000 Penalty: 3051.774658
	Iteration 6Q: 3 clusters Score -1288724 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1288850.125000 Penalty: 3051.774658
	Iteration 7Q: 3 clusters Score -1288850 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1288988.375000 Penalty: 3051.774658
	Iteration 8Q: 3 clusters Score -1288988 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1289113.375000 Penalty: 3051.774658
	Iteration 9Q: 3 clusters Score -1289113 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1289235.000000 Penalty: 3051.774658
	Iteration 10Q: 3 clusters Score -1289235 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1289390.000000 Penalty: 3051.774658
	Iteration 11Q: 3 clusters Score -1289390 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1289567.000000 Penalty: 3051.774658
	Iteration 12Q: 3 clusters Score -1289567 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1289782.000000 Penalty: 3051.774658
	Iteration 13Q: 3 clusters Score -1289782 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1290023.125000 Penalty: 3051.774658
	Iteration 14Q: 3 clusters Score -1290023 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1290260.000000 Penalty: 3051.774658
	Iteration 15Q: 3 clusters Score -1290260 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1290503.250000 Penalty: 3051.774658
	Iteration 16Q: 3 clusters Score -1290503 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1290736.000000 Penalty: 3051.774658
	Iteration 17Q: 3 clusters Score -1290736 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1290897.750000 Penalty: 3051.774658
	Iteration 18Q: 3 clusters Score -1290898 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1291016.875000 Penalty: 3051.774658
	Iteration 19Q: 3 clusters Score -1291017 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1291114.375000 Penalty: 3051.774658
	Iteration 20F: 3 clusters Score -1291114 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1291186.375000 Penalty: 3051.774658
	Iteration 21Q: 3 clusters Score -1291186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1291237.500000 Penalty: 3051.774658
	Iteration 22Q: 3 clusters Score -1291238 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1291287.750000 Penalty: 3051.774658
	Iteration 23Q: 3 clusters Score -1291288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1291339.500000 Penalty: 3051.774658
	Iteration 24Q: 3 clusters Score -1291340 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1291386.875000 Penalty: 3051.774658
	Iteration 25Q: 3 clusters Score -1291387 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1291440.625000 Penalty: 3051.774658
	Iteration 26Q: 3 clusters Score -1291441 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1291501.250000 Penalty: 3051.774658
	Iteration 27Q: 3 clusters Score -1291501 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1291553.125000 Penalty: 3051.774658
	Iteration 28Q: 3 clusters Score -1291553 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1291600.125000 Penalty: 3051.774658
	Iteration 29Q: 3 clusters Score -1291600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1291640.625000 Penalty: 3051.774658
	Iteration 30Q: 3 clusters Score -1291641 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1291673.000000 Penalty: 3051.774658
	Iteration 31Q: 3 clusters Score -1291673 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1291709.000000 Penalty: 3051.774658
	Iteration 32Q: 3 clusters Score -1291709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1291744.625000 Penalty: 3051.774658
	Iteration 33Q: 3 clusters Score -1291745 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1291787.375000 Penalty: 3051.774658
	Iteration 34Q: 3 clusters Score -1291787 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1291820.750000 Penalty: 3051.774658
	Iteration 35Q: 3 clusters Score -1291821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1291848.625000 Penalty: 3051.774658
	Iteration 36Q: 3 clusters Score -1291849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1291887.000000 Penalty: 3051.774658
	Iteration 37Q: 3 clusters Score -1291887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1291930.250000 Penalty: 3051.774658
	Iteration 38Q: 3 clusters Score -1291930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1291963.375000 Penalty: 3051.774658
	Iteration 39Q: 3 clusters Score -1291963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1291996.000000 Penalty: 3051.774658
	Iteration 40F: 3 clusters Score -1291996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1292040.750000 Penalty: 3051.774658
	Iteration 41Q: 3 clusters Score -1292041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1292084.750000 Penalty: 3051.774658
	Iteration 42Q: 3 clusters Score -1292085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1292122.125000 Penalty: 3051.774658
	Iteration 43Q: 3 clusters Score -1292122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1292150.750000 Penalty: 3051.774658
	Iteration 44Q: 3 clusters Score -1292151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1292179.375000 Penalty: 3051.774658
	Iteration 45Q: 3 clusters Score -1292179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1292199.875000 Penalty: 3051.774658
	Iteration 46Q: 3 clusters Score -1292200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1292220.625000 Penalty: 3051.774658
	Iteration 47Q: 3 clusters Score -1292221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1292235.750000 Penalty: 3051.774658
	Iteration 48Q: 3 clusters Score -1292236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1292250.875000 Penalty: 3051.774658
	Iteration 49Q: 3 clusters Score -1292251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1292261.250000 Penalty: 3051.774658
	Iteration 50Q: 3 clusters Score -1292261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1292269.750000 Penalty: 3051.774658
	Iteration 51Q: 3 clusters Score -1292270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1292285.500000 Penalty: 3051.774658
	Iteration 52Q: 3 clusters Score -1292286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1292300.250000 Penalty: 3051.774658
	Iteration 53Q: 3 clusters Score -1292300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1292311.250000 Penalty: 3051.774658
	Iteration 54Q: 3 clusters Score -1292311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1292316.000000 Penalty: 3051.774658
	Iteration 55Q: 3 clusters Score -1292316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1292325.125000 Penalty: 3051.774658
	Iteration 56Q: 3 clusters Score -1292325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1292333.375000 Penalty: 3051.774658
	Iteration 57Q: 3 clusters Score -1292333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1292338.250000 Penalty: 3051.774658
	Iteration 58Q: 3 clusters Score -1292338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1292343.500000 Penalty: 3051.774658
	Iteration 59Q: 3 clusters Score -1292344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1292346.125000 Penalty: 3051.774658
	Iteration 60F: 3 clusters Score -1292346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1292347.000000 Penalty: 3051.774658
	Iteration 61Q: 3 clusters Score -1292347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1292349.000000 Penalty: 3051.774658
	Iteration 62Q: 3 clusters Score -1292349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1292351.500000 Penalty: 3051.774658
	Iteration 63Q: 3 clusters Score -1292352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1292357.250000 Penalty: 3051.774658
	Iteration 64Q: 3 clusters Score -1292357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1292364.500000 Penalty: 3051.774658
	Iteration 65Q: 3 clusters Score -1292364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1292365.875000 Penalty: 3051.774658
	Iteration 66Q: 3 clusters Score -1292366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1292367.625000 Penalty: 3051.774658
	Iteration 67Q: 3 clusters Score -1292368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1292370.000000 Penalty: 3051.774658
	Iteration 68Q: 3 clusters Score -1292370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1292372.000000 Penalty: 3051.774658
	Iteration 69Q: 3 clusters Score -1292372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1292376.375000 Penalty: 3051.774658
	Iteration 70Q: 3 clusters Score -1292376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1292377.500000 Penalty: 3051.774658
	Iteration 71Q: 3 clusters Score -1292378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1292377.500000 Penalty: 3051.774658
	Iteration 72F: 3 clusters Score -1292378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -231697.781250 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -231697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -229362.437500 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -229362.4 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -230526.859375 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -230526.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231042.093750 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -231042.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -231253.328125 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -231253.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -231408.234375 Penalty: 2539.548584
	Iteration 4Q: 3 clusters Score -231408.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231518.125000 Penalty: 2539.548584
	Iteration 5Q: 3 clusters Score -231518.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -231575.687500 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -231575.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -231615.109375 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -231615.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -231649.437500 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -231649.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -231674.593750 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -231674.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -231706.218750 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -231706.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -231763.406250 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -231763.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -231792.359375 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -231792.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -231815.187500 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -231815.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -231846.562500 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -231846.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -231875.812500 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -231875.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -231905.484375 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -231905.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -231931.062500 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -231931.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -231951.437500 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -231951.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -231969.406250 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -231969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -231982.687500 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -231982.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -231994.718750 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -231994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -232000.625000 Penalty: 2539.548584
	Iteration 22Q: 3 clusters Score -232000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -232004.093750 Penalty: 2539.548584
	Iteration 23Q: 3 clusters Score -232004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -232010.406250 Penalty: 2539.548584
	Iteration 24Q: 3 clusters Score -232010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -232015.359375 Penalty: 2539.548584
	Iteration 25Q: 3 clusters Score -232015.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -232024.421875 Penalty: 2539.548584
	Iteration 26Q: 3 clusters Score -232024.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -232034.796875 Penalty: 2539.548584
	Iteration 27Q: 3 clusters Score -232034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -232041.234375 Penalty: 2539.548584
	Iteration 28Q: 3 clusters Score -232041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -232053.031250 Penalty: 2539.548584
	Iteration 29Q: 3 clusters Score -232053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -232067.781250 Penalty: 2539.548584
	Iteration 30Q: 3 clusters Score -232067.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -232078.000000 Penalty: 2539.548584
	Iteration 31Q: 3 clusters Score -232078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -232083.125000 Penalty: 2539.548584
	Iteration 32Q: 3 clusters Score -232083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -232093.734375 Penalty: 2539.548584
	Iteration 33Q: 3 clusters Score -232093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -232102.296875 Penalty: 2539.548584
	Iteration 34Q: 3 clusters Score -232102.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -232110.203125 Penalty: 2539.548584
	Iteration 35Q: 3 clusters Score -232110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -232120.046875 Penalty: 2539.548584
	Iteration 36Q: 3 clusters Score -232120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -232127.312500 Penalty: 2539.548584
	Iteration 37Q: 3 clusters Score -232127.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -232131.828125 Penalty: 2539.548584
	Iteration 38Q: 3 clusters Score -232131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -232134.453125 Penalty: 2539.548584
	Iteration 39Q: 3 clusters Score -232134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -232136.375000 Penalty: 2539.548584
	Iteration 40F: 3 clusters Score -232136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -232138.546875 Penalty: 2539.548584
	Iteration 41Q: 3 clusters Score -232138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -232138.484375 Penalty: 2539.548584
	Iteration 42Q: 3 clusters Score -232138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -232138.484375 Penalty: 2539.548584
	Iteration 43F: 3 clusters Score -232138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6729 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8650 members 
Mstep: Class 43 contains 1679 members 
Entering Unmasked Estep 
Score: -101031560.000000 Penalty: 96348.648438
Splitting cluster 35 changes total score from -101031304.000000 to -101031560.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -61275.953125 Penalty: 1070.700562
	Iteration 0F: 2 clusters Score -61275.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60025.191406 Penalty: 2141.401123
	Iteration 0F: 3 clusters Score -60025.19 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60286.152344 Penalty: 2141.401123
	Iteration 1F: 3 clusters Score -60286.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60374.894531 Penalty: 2141.401123
	Iteration 2F: 3 clusters Score -60374.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60423.371094 Penalty: 2141.401123
	Iteration 3Q: 3 clusters Score -60423.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60455.003906 Penalty: 2141.401123
	Iteration 4Q: 3 clusters Score -60455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60480.695312 Penalty: 2141.401123
	Iteration 5Q: 3 clusters Score -60480.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60496.199219 Penalty: 2141.401123
	Iteration 6Q: 3 clusters Score -60496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60508.273438 Penalty: 2141.401123
	Iteration 7Q: 3 clusters Score -60508.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60516.839844 Penalty: 2141.401123
	Iteration 8Q: 3 clusters Score -60516.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60519.136719 Penalty: 2141.401123
	Iteration 9Q: 3 clusters Score -60519.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60520.539062 Penalty: 2141.401123
	Iteration 10Q: 3 clusters Score -60520.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60539.589844 Penalty: 2141.401123
	Iteration 11Q: 3 clusters Score -60539.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60550.519531 Penalty: 2141.401123
	Iteration 12Q: 3 clusters Score -60550.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60564.394531 Penalty: 2141.401123
	Iteration 13Q: 3 clusters Score -60564.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60575.949219 Penalty: 2141.401123
	Iteration 14Q: 3 clusters Score -60575.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60582.562500 Penalty: 2141.401123
	Iteration 15Q: 3 clusters Score -60582.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60589.714844 Penalty: 2141.401123
	Iteration 16Q: 3 clusters Score -60589.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60592.554688 Penalty: 2141.401123
	Iteration 17Q: 3 clusters Score -60592.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -60593.488281 Penalty: 2141.401123
	Iteration 18Q: 3 clusters Score -60593.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60594.273438 Penalty: 2141.401123
	Iteration 19Q: 3 clusters Score -60594.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -60594.617188 Penalty: 2141.401123
	Iteration 20F: 3 clusters Score -60594.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Entering Unmasked Estep 
Score: -1507144.250000 Penalty: 1549.277710
	Iteration 0F: 2 clusters Score -1507144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1497504.375000 Penalty: 3098.555420
	Iteration 0F: 3 clusters Score -1497504 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1500668.500000 Penalty: 3098.555420
	Iteration 1F: 3 clusters Score -1500668 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1500873.125000 Penalty: 3098.555420
	Iteration 2Q: 3 clusters Score -1500873 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1501066.000000 Penalty: 3098.555420
	Iteration 3Q: 3 clusters Score -1501066 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1501242.875000 Penalty: 3098.555420
	Iteration 4Q: 3 clusters Score -1501243 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1501406.250000 Penalty: 3098.555420
	Iteration 5Q: 3 clusters Score -1501406 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1501552.375000 Penalty: 3098.555420
	Iteration 6Q: 3 clusters Score -1501552 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1501728.375000 Penalty: 3098.555420
	Iteration 7Q: 3 clusters Score -1501728 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1501948.500000 Penalty: 3098.555420
	Iteration 8Q: 3 clusters Score -1501948 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1502270.500000 Penalty: 3098.555420
	Iteration 9Q: 3 clusters Score -1502270 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1502708.500000 Penalty: 3098.555420
	Iteration 10Q: 3 clusters Score -1502708 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1503264.500000 Penalty: 3098.555420
	Iteration 11Q: 3 clusters Score -1503264 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1503777.000000 Penalty: 3098.555420
	Iteration 12Q: 3 clusters Score -1503777 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1504149.125000 Penalty: 3098.555420
	Iteration 13Q: 3 clusters Score -1504149 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1504421.375000 Penalty: 3098.555420
	Iteration 14Q: 3 clusters Score -1504421 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1504639.000000 Penalty: 3098.555420
	Iteration 15Q: 3 clusters Score -1504639 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1504801.875000 Penalty: 3098.555420
	Iteration 16Q: 3 clusters Score -1504802 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1504919.625000 Penalty: 3098.555420
	Iteration 17Q: 3 clusters Score -1504920 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1505028.875000 Penalty: 3098.555420
	Iteration 18Q: 3 clusters Score -1505029 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1505133.750000 Penalty: 3098.555420
	Iteration 19Q: 3 clusters Score -1505134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1505217.875000 Penalty: 3098.555420
	Iteration 20F: 3 clusters Score -1505218 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1505295.000000 Penalty: 3098.555420
	Iteration 21Q: 3 clusters Score -1505295 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1505359.125000 Penalty: 3098.555420
	Iteration 22Q: 3 clusters Score -1505359 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1505406.875000 Penalty: 3098.555420
	Iteration 23Q: 3 clusters Score -1505407 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1505464.875000 Penalty: 3098.555420
	Iteration 24Q: 3 clusters Score -1505465 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1505519.375000 Penalty: 3098.555420
	Iteration 25Q: 3 clusters Score -1505519 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1505583.875000 Penalty: 3098.555420
	Iteration 26Q: 3 clusters Score -1505584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1505647.250000 Penalty: 3098.555420
	Iteration 27Q: 3 clusters Score -1505647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1505694.250000 Penalty: 3098.555420
	Iteration 28Q: 3 clusters Score -1505694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1505745.500000 Penalty: 3098.555420
	Iteration 29Q: 3 clusters Score -1505746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1505785.125000 Penalty: 3098.555420
	Iteration 30Q: 3 clusters Score -1505785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1505817.125000 Penalty: 3098.555420
	Iteration 31Q: 3 clusters Score -1505817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1505851.500000 Penalty: 3098.555420
	Iteration 32Q: 3 clusters Score -1505852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1505879.375000 Penalty: 3098.555420
	Iteration 33Q: 3 clusters Score -1505879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1505900.875000 Penalty: 3098.555420
	Iteration 34Q: 3 clusters Score -1505901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1505910.625000 Penalty: 3098.555420
	Iteration 35Q: 3 clusters Score -1505911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1505921.375000 Penalty: 3098.555420
	Iteration 36Q: 3 clusters Score -1505921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1505926.625000 Penalty: 3098.555420
	Iteration 37Q: 3 clusters Score -1505927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1505936.250000 Penalty: 3098.555420
	Iteration 38Q: 3 clusters Score -1505936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1505945.500000 Penalty: 3098.555420
	Iteration 39Q: 3 clusters Score -1505946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1505951.375000 Penalty: 3098.555420
	Iteration 40F: 3 clusters Score -1505951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1505958.875000 Penalty: 3098.555420
	Iteration 41Q: 3 clusters Score -1505959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1505959.875000 Penalty: 3098.555420
	Iteration 42Q: 3 clusters Score -1505960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1505961.000000 Penalty: 3098.555420
	Iteration 43Q: 3 clusters Score -1505961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1505961.125000 Penalty: 3098.555420
	Iteration 44Q: 3 clusters Score -1505961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1505964.375000 Penalty: 3098.555420
	Iteration 45Q: 3 clusters Score -1505964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1505968.875000 Penalty: 3098.555420
	Iteration 46Q: 3 clusters Score -1505969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1505972.625000 Penalty: 3098.555420
	Iteration 47Q: 3 clusters Score -1505973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1505972.500000 Penalty: 3098.555420
	Iteration 48Q: 3 clusters Score -1505972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1505973.250000 Penalty: 3098.555420
	Iteration 49Q: 3 clusters Score -1505973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1505976.250000 Penalty: 3098.555420
	Iteration 50Q: 3 clusters Score -1505976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1505975.500000 Penalty: 3098.555420
	Iteration 51Q: 3 clusters Score -1505976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1505975.750000 Penalty: 3098.555420
	Iteration 52Q: 3 clusters Score -1505976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1505975.250000 Penalty: 3098.555420
	Iteration 53Q: 3 clusters Score -1505975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1505976.000000 Penalty: 3098.555420
	Iteration 54Q: 3 clusters Score -1505976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1505976.000000 Penalty: 3098.555420
	Iteration 55F: 3 clusters Score -1505976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -21838.609375 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -21838.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21114.367188 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -21114.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21355.718750 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -21355.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21537.509766 Penalty: 1862.282349
	Iteration 2F: 3 clusters Score -21537.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21773.904297 Penalty: 1862.282349
	Iteration 3F: 3 clusters Score -21773.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21857.281250 Penalty: 1862.282349
	Iteration 4F: 3 clusters Score -21857.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21885.390625 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -21885.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21893.097656 Penalty: 1862.282349
	Iteration 6Q: 3 clusters Score -21893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21897.845703 Penalty: 1862.282349
	Iteration 7Q: 3 clusters Score -21897.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21901.888672 Penalty: 1862.282349
	Iteration 8Q: 3 clusters Score -21901.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21906.220703 Penalty: 1862.282349
	Iteration 9Q: 3 clusters Score -21906.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21921.558594 Penalty: 1862.282349
	Iteration 10Q: 3 clusters Score -21921.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21925.861328 Penalty: 1862.282349
	Iteration 11Q: 3 clusters Score -21925.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21931.109375 Penalty: 1862.282349
	Iteration 12Q: 3 clusters Score -21931.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21931.109375 Penalty: 1862.282349
	Iteration 13F: 3 clusters Score -21931.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6729 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8650 members 
Mstep: Class 43 contains 1679 members 
Mstep: Class 44 contains 195 members 
Entering Unmasked Estep 
Score: -101030304.000000 Penalty: 98589.312500
Splitting cluster 38 changes total score from -101031304.000000 to -101030304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (179601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179601 members 
Entering Unmasked Estep 
Score: -19453540.000000 Penalty: 1966.005005
	Iteration 0F: 2 clusters Score -1.945354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -19355578.000000 Penalty: 3932.010010
	Iteration 0F: 3 clusters Score -1.935558e+07 nChanged 86935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -19409658.000000 Penalty: 3932.010010
	Iteration 1F: 3 clusters Score -1.940966e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110280 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -19412794.000000 Penalty: 3932.010010
	Iteration 2F: 3 clusters Score -1.941279e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119583 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -19417060.000000 Penalty: 3932.010010
	Iteration 3F: 3 clusters Score -1.941706e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129973 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -19422630.000000 Penalty: 3932.010010
	Iteration 4F: 3 clusters Score -1.942263e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -19429164.000000 Penalty: 3932.010010
	Iteration 5F: 3 clusters Score -1.942916e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -19436016.000000 Penalty: 3932.010010
	Iteration 6F: 3 clusters Score -1.943602e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -19442984.000000 Penalty: 3932.010010
	Iteration 7F: 3 clusters Score -1.944298e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167964 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -19448856.000000 Penalty: 3932.010010
	Iteration 8Q: 3 clusters Score -1.944886e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -19451140.000000 Penalty: 3932.010010
	Iteration 9Q: 3 clusters Score -1.945114e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176013 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -19451596.000000 Penalty: 3932.010010
	Iteration 10Q: 3 clusters Score -1.94516e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19451758.000000 Penalty: 3932.010010
	Iteration 11Q: 3 clusters Score -1.945176e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178458 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19451934.000000 Penalty: 3932.010010
	Iteration 12Q: 3 clusters Score -1.945193e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178836 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19451886.000000 Penalty: 3932.010010
	Iteration 13Q: 3 clusters Score -1.945189e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -19451964.000000 Penalty: 3932.010010
	Iteration 14Q: 3 clusters Score -1.945196e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179127 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19451998.000000 Penalty: 3932.010010
	Iteration 15Q: 3 clusters Score -1.9452e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179182 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -19452006.000000 Penalty: 3932.010010
	Iteration 16Q: 3 clusters Score -1.945201e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19452048.000000 Penalty: 3932.010010
	Iteration 17Q: 3 clusters Score -1.945205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179252 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19452082.000000 Penalty: 3932.010010
	Iteration 18Q: 3 clusters Score -1.945208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19452086.000000 Penalty: 3932.010010
	Iteration 19Q: 3 clusters Score -1.945209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19452090.000000 Penalty: 3932.010010
	Iteration 20F: 3 clusters Score -1.945209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19452102.000000 Penalty: 3932.010010
	Iteration 21Q: 3 clusters Score -1.94521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179302 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19452108.000000 Penalty: 3932.010010
	Iteration 22Q: 3 clusters Score -1.945211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19452118.000000 Penalty: 3932.010010
	Iteration 23Q: 3 clusters Score -1.945212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179309 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19452102.000000 Penalty: 3932.010010
	Iteration 24Q: 3 clusters Score -1.94521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19452122.000000 Penalty: 3932.010010
	Iteration 25Q: 3 clusters Score -1.945212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179319 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19452122.000000 Penalty: 3932.010010
	Iteration 26Q: 3 clusters Score -1.945212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19452122.000000 Penalty: 3932.010010
	Iteration 27Q: 3 clusters Score -1.945212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179325 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19452140.000000 Penalty: 3932.010010
	Iteration 28Q: 3 clusters Score -1.945214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179325 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19452140.000000 Penalty: 3932.010010
	Iteration 29F: 3 clusters Score -1.945214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -30723.550781 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -30723.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29814.705078 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -29814.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29982.712891 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -29982.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30047.601562 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -30047.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30122.996094 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -30123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30197.769531 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -30197.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30356.287109 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -30356.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30470.724609 Penalty: 1908.438354
	Iteration 6F: 3 clusters Score -30470.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30558.484375 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -30558.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30635.218750 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -30635.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30653.166016 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -30653.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30710.826172 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -30710.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30794.179688 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -30794.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30830.937500 Penalty: 1908.438354
	Iteration 12Q: 3 clusters Score -30830.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30840.855469 Penalty: 1908.438354
	Iteration 13Q: 3 clusters Score -30840.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30844.468750 Penalty: 1908.438354
	Iteration 14F: 3 clusters Score -30844.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30851.314453 Penalty: 1908.438354
	Iteration 15Q: 3 clusters Score -30851.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30851.314453 Penalty: 1908.438354
	Iteration 16F: 3 clusters Score -30851.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6729 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 159 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8650 members 
Mstep: Class 43 contains 1679 members 
Mstep: Class 44 contains 196 members 
Entering Unmasked Estep 
Score: -101030432.000000 Penalty: 98589.312500
Splitting cluster 40 changes total score from -101031304.000000 to -101030432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -49587.656250 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -49587.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48448.125000 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -48448.12 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48674.027344 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -48674.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48777.273438 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -48777.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48845.000000 Penalty: 2069.102783
	Iteration 3F: 3 clusters Score -48845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48888.804688 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -48888.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48947.714844 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -48947.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49020.015625 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -49020.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49077.140625 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -49077.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49117.617188 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -49117.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49130.429688 Penalty: 2069.102783
	Iteration 9Q: 3 clusters Score -49130.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49139.148438 Penalty: 2069.102783
	Iteration 10Q: 3 clusters Score -49139.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49141.218750 Penalty: 2069.102783
	Iteration 11Q: 3 clusters Score -49141.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49143.585938 Penalty: 2069.102783
	Iteration 12Q: 3 clusters Score -49143.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49143.585938 Penalty: 2069.102783
	Iteration 13F: 3 clusters Score -49143.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52544 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 89913 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104425 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6729 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175391 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1853 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033168.000000 Penalty: 96348.648438
Iteration 166F: 44 clusters Score -1.010332e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 38399 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26403 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9218 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 89560 members 
Mstep: Class 13 contains 13742 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 9128 members 
Mstep: Class 20 contains 3722 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 10533 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104426 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 6832 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175514 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1857 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 958 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 13822 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179601 members 
Mstep: Class 40 contains 353 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 9108 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034456.000000 Penalty: 96348.648438
Iteration 167Q: 44 clusters Score -1.010345e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 38426 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 26269 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 52604 members 
Mstep: Class 11 contains 8017 members 
Mstep: Class 12 contains 89353 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11071 members 
Mstep: Class 19 contains 9132 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 7649 members 
Mstep: Class 22 contains 10528 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 121615 members 
Mstep: Class 26 contains 104417 members 
Mstep: Class 27 contains 237 members 
Mstep: Class 28 contains 6900 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 175578 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1882 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179604 members 
Mstep: Class 40 contains 354 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 9443 members 
Mstep: Class 43 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034680.000000 Penalty: 96348.648438
Iteration 168Q: 44 clusters Score -1.010347e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 38436 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 26180 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9215 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 52595 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 89247 members 
Mstep: Class 13 contains 13721 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 6641 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 9136 members 
Mstep: Class 20 contains 3562 members 
Mstep: Class 21 contains 7644 members 
Mstep: Class 22 contains 10534 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 121611 members 
Mstep: Class 26 contains 104405 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6917 members 
Mstep: Class 29 contains 18448 members 
Mstep: Class 30 contains 175643 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11968 members 
Mstep: Class 35 contains 1079 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 179602 members 
Mstep: Class 40 contains 354 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 9713 members 
Mstep: Class 43 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034816.000000 Penalty: 96348.648438
Iteration 169Q: 44 clusters Score -1.010348e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 38440 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 26095 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9210 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 52591 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 89171 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 2527 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 6641 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 11010 members 
Mstep: Class 19 contains 9145 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 7630 members 
Mstep: Class 22 contains 10523 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 777 members 
Mstep: Class 25 contains 121616 members 
Mstep: Class 26 contains 104398 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6930 members 
Mstep: Class 29 contains 18446 members 
Mstep: Class 30 contains 175696 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 1938 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 11968 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 13821 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 179604 members 
Mstep: Class 40 contains 354 members 
Mstep: Class 41 contains 586 members 
Mstep: Class 42 contains 9902 members 
Mstep: Class 43 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035088.000000 Penalty: 96348.648438
Iteration 170Q: 44 clusters Score -1.010351e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 38462 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 9209 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 52587 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 89132 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 2528 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10973 members 
Mstep: Class 19 contains 9151 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 21 contains 7619 members 
Mstep: Class 22 contains 10517 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 121619 members 
Mstep: Class 26 contains 104391 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6929 members 
Mstep: Class 29 contains 18440 members 
Mstep: Class 30 contains 175736 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11968 members 
Mstep: Class 35 contains 1138 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 13821 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 179603 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 587 members 
Mstep: Class 42 contains 10046 members 
Mstep: Class 43 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035240.000000 Penalty: 96348.648438
Iteration 171Q: 44 clusters Score -1.010352e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 38488 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25992 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 9204 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 52593 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 89101 members 
Mstep: Class 13 contains 13719 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10944 members 
Mstep: Class 19 contains 9153 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 7617 members 
Mstep: Class 22 contains 10516 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 121620 members 
Mstep: Class 26 contains 104388 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6926 members 
Mstep: Class 29 contains 18437 members 
Mstep: Class 30 contains 175766 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11968 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 13823 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 179609 members 
Mstep: Class 40 contains 354 members 
Mstep: Class 41 contains 587 members 
Mstep: Class 42 contains 10143 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035088.000000 Penalty: 96348.648438
Iteration 172Q: 44 clusters Score -1.010351e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 38511 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25962 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 52589 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 89082 members 
Mstep: Class 13 contains 13725 members 
Mstep: Class 14 contains 2524 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 9151 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 7613 members 
Mstep: Class 22 contains 10522 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 121619 members 
Mstep: Class 26 contains 104379 members 
Mstep: Class 27 contains 232 members 
Mstep: Class 28 contains 6927 members 
Mstep: Class 29 contains 18435 members 
Mstep: Class 30 contains 175794 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 1177 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 13825 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 179612 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 10223 members 
Mstep: Class 43 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035160.000000 Penalty: 96348.648438
Iteration 173Q: 44 clusters Score -1.010352e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 38528 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25933 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 52584 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 89070 members 
Mstep: Class 13 contains 13729 members 
Mstep: Class 14 contains 2526 members 
Mstep: Class 15 contains 172 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10890 members 
Mstep: Class 19 contains 9155 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 7603 members 
Mstep: Class 22 contains 10522 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 784 members 
Mstep: Class 25 contains 121617 members 
Mstep: Class 26 contains 104374 members 
Mstep: Class 27 contains 233 members 
Mstep: Class 28 contains 6920 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 175813 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 2019 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 1197 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 13830 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179612 members 
Mstep: Class 40 contains 357 members 
Mstep: Class 41 contains 592 members 
Mstep: Class 42 contains 10291 members 
Mstep: Class 43 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035192.000000 Penalty: 96348.648438
Iteration 174Q: 44 clusters Score -1.010352e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25911 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 52581 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 89059 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 2529 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10865 members 
Mstep: Class 19 contains 9155 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 7599 members 
Mstep: Class 22 contains 10522 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 780 members 
Mstep: Class 25 contains 121615 members 
Mstep: Class 26 contains 104371 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6908 members 
Mstep: Class 29 contains 18430 members 
Mstep: Class 30 contains 175824 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11968 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 13832 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179611 members 
Mstep: Class 40 contains 358 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 10354 members 
Mstep: Class 43 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035248.000000 Penalty: 96348.648438
Iteration 175Q: 44 clusters Score -1.010352e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 38568 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25885 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 52581 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 89052 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10838 members 
Mstep: Class 19 contains 9159 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 7598 members 
Mstep: Class 22 contains 10519 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 777 members 
Mstep: Class 25 contains 121614 members 
Mstep: Class 26 contains 104369 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6892 members 
Mstep: Class 29 contains 18430 members 
Mstep: Class 30 contains 175829 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11966 members 
Mstep: Class 35 contains 1234 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179612 members 
Mstep: Class 40 contains 359 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035128.000000 Penalty: 96348.648438
Iteration 176Q: 44 clusters Score -1.010351e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 38574 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 25860 members 
Mstep: Class 6 contains 4639 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 89044 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10814 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3323 members 
Mstep: Class 21 contains 7597 members 
Mstep: Class 22 contains 10516 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 121615 members 
Mstep: Class 26 contains 104368 members 
Mstep: Class 27 contains 233 members 
Mstep: Class 28 contains 6881 members 
Mstep: Class 29 contains 18428 members 
Mstep: Class 30 contains 175848 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 2086 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11966 members 
Mstep: Class 35 contains 1247 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179611 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 10430 members 
Mstep: Class 43 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035112.000000 Penalty: 96348.648438
Iteration 177Q: 44 clusters Score -1.010351e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 38591 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 25842 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 52580 members 
Mstep: Class 11 contains 8008 members 
Mstep: Class 12 contains 89042 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10791 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 121616 members 
Mstep: Class 26 contains 104368 members 
Mstep: Class 27 contains 233 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 18428 members 
Mstep: Class 30 contains 175859 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2107 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11966 members 
Mstep: Class 35 contains 1265 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179612 members 
Mstep: Class 40 contains 361 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10452 members 
Mstep: Class 43 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035120.000000 Penalty: 96348.648438
Iteration 178Q: 44 clusters Score -1.010351e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 38612 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 25820 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 52580 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 89046 members 
Mstep: Class 13 contains 13742 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 3295 members 
Mstep: Class 21 contains 7595 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 121623 members 
Mstep: Class 26 contains 104369 members 
Mstep: Class 27 contains 233 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175869 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2124 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11966 members 
Mstep: Class 35 contains 1284 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179611 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 10474 members 
Mstep: Class 43 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035136.000000 Penalty: 96348.648438
Iteration 179Q: 44 clusters Score -1.010351e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 38624 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9188 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 89051 members 
Mstep: Class 13 contains 13741 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10731 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 121625 members 
Mstep: Class 26 contains 104370 members 
Mstep: Class 27 contains 233 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 175873 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11966 members 
Mstep: Class 35 contains 1303 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 13837 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179610 members 
Mstep: Class 40 contains 366 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 10503 members 
Mstep: Class 43 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035184.000000 Penalty: 96348.648438
Iteration 180F: 44 clusters Score -1.010352e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 38626 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 25795 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52574 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 89053 members 
Mstep: Class 13 contains 13742 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 7592 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104368 members 
Mstep: Class 27 contains 233 members 
Mstep: Class 28 contains 6803 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175877 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2161 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11966 members 
Mstep: Class 35 contains 1318 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 13838 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179610 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 10528 members 
Mstep: Class 43 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035256.000000 Penalty: 96348.648438
Iteration 181Q: 44 clusters Score -1.010353e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 38629 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25783 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9186 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 89060 members 
Mstep: Class 13 contains 13743 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 3266 members 
Mstep: Class 21 contains 7589 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 121631 members 
Mstep: Class 26 contains 104359 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175876 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2176 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11967 members 
Mstep: Class 35 contains 1328 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 13839 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 179610 members 
Mstep: Class 40 contains 368 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10547 members 
Mstep: Class 43 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035304.000000 Penalty: 96348.648438
Iteration 182Q: 44 clusters Score -1.010353e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 38635 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25772 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9185 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 8018 members 
Mstep: Class 12 contains 89059 members 
Mstep: Class 13 contains 13741 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10679 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 3257 members 
Mstep: Class 21 contains 7586 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104352 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 6785 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175881 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2191 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 1345 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 13839 members 
Mstep: Class 38 contains 305 members 
Mstep: Class 39 contains 179611 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10552 members 
Mstep: Class 43 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035264.000000 Penalty: 96348.648438
Iteration 183Q: 44 clusters Score -1.010353e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 25766 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9185 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52575 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 89060 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 3250 members 
Mstep: Class 21 contains 7585 members 
Mstep: Class 22 contains 10507 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104348 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 6784 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175881 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2203 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 13841 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 179612 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10562 members 
Mstep: Class 43 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035216.000000 Penalty: 96348.648438
Iteration 184Q: 44 clusters Score -1.010352e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 38636 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 25764 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9185 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52575 members 
Mstep: Class 11 contains 8021 members 
Mstep: Class 12 contains 89056 members 
Mstep: Class 13 contains 13742 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10663 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 3241 members 
Mstep: Class 21 contains 7585 members 
Mstep: Class 22 contains 10505 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104344 members 
Mstep: Class 27 contains 237 members 
Mstep: Class 28 contains 6780 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175873 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2222 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1367 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179612 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10572 members 
Mstep: Class 43 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035320.000000 Penalty: 96348.648438
Iteration 185Q: 44 clusters Score -1.010353e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 38638 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 25763 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9186 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 52579 members 
Mstep: Class 11 contains 8018 members 
Mstep: Class 12 contains 89061 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6629 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 7584 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104339 members 
Mstep: Class 27 contains 237 members 
Mstep: Class 28 contains 6773 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175874 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2240 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1379 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179611 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10576 members 
Mstep: Class 43 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035328.000000 Penalty: 96348.648438
Iteration 186Q: 44 clusters Score -1.010353e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 38638 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 25763 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 9186 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 89065 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6629 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10634 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 7584 members 
Mstep: Class 22 contains 10501 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 121630 members 
Mstep: Class 26 contains 104338 members 
Mstep: Class 27 contains 237 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175878 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2259 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1396 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179612 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10577 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035272.000000 Penalty: 96348.648438
Iteration 187Q: 44 clusters Score -1.010353e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 38639 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 25762 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 89065 members 
Mstep: Class 13 contains 13748 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 7584 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104332 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 6759 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175884 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2273 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1410 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 13842 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179611 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10578 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035288.000000 Penalty: 96348.648438
Iteration 188Q: 44 clusters Score -1.010353e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 38638 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 89063 members 
Mstep: Class 13 contains 13752 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10603 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 7585 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104327 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 6753 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175886 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1432 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179609 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10578 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035376.000000 Penalty: 96348.648438
Iteration 189Q: 44 clusters Score -1.010354e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9561 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 52575 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 89062 members 
Mstep: Class 13 contains 13757 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10578 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 7584 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104324 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 6751 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175892 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2321 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179608 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10580 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035424.000000 Penalty: 96348.648438
Iteration 190Q: 44 clusters Score -1.010354e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9562 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9190 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 52575 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 89062 members 
Mstep: Class 13 contains 13759 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3206 members 
Mstep: Class 21 contains 7581 members 
Mstep: Class 22 contains 10506 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 777 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104325 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 6750 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175895 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2346 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1475 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179607 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10581 members 
Mstep: Class 43 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035368.000000 Penalty: 96348.648438
Iteration 191Q: 44 clusters Score -1.010354e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 38637 members 
Mstep: Class 4 contains 9562 members 
Mstep: Class 5 contains 25762 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9188 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 52576 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 89062 members 
Mstep: Class 13 contains 13766 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 3199 members 
Mstep: Class 21 contains 7578 members 
Mstep: Class 22 contains 10507 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 121626 members 
Mstep: Class 26 contains 104321 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 6749 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175897 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2365 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1488 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179605 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10585 members 
Mstep: Class 43 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035392.000000 Penalty: 96348.648438
Iteration 192Q: 44 clusters Score -1.010354e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2548 members 
Mstep: Class 3 contains 38636 members 
Mstep: Class 4 contains 9562 members 
Mstep: Class 5 contains 25762 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9184 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 52574 members 
Mstep: Class 11 contains 7963 members 
Mstep: Class 12 contains 89068 members 
Mstep: Class 13 contains 13769 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 10507 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 780 members 
Mstep: Class 25 contains 121623 members 
Mstep: Class 26 contains 104318 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 6737 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175905 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2392 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1499 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179608 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10592 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035424.000000 Penalty: 96348.648438
Iteration 193Q: 44 clusters Score -1.010354e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 38637 members 
Mstep: Class 4 contains 9563 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 89065 members 
Mstep: Class 13 contains 13772 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10508 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 121622 members 
Mstep: Class 26 contains 104317 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 6728 members 
Mstep: Class 29 contains 18434 members 
Mstep: Class 30 contains 175910 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2412 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1519 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179608 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10597 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035440.000000 Penalty: 96348.648438
Iteration 194Q: 44 clusters Score -1.010354e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 38636 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9182 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 89063 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10492 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 780 members 
Mstep: Class 25 contains 121625 members 
Mstep: Class 26 contains 104314 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 18434 members 
Mstep: Class 30 contains 175916 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 2435 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1538 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179606 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10599 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035432.000000 Penalty: 96348.648438
Iteration 195Q: 44 clusters Score -1.010354e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 38638 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52563 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 89063 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 121624 members 
Mstep: Class 26 contains 104314 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 6715 members 
Mstep: Class 29 contains 18434 members 
Mstep: Class 30 contains 175919 members 
Mstep: Class 31 contains 3431 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179605 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 10600 members 
Mstep: Class 43 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035520.000000 Penalty: 96348.648438
Iteration 196Q: 44 clusters Score -1.010355e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 38638 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25759 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 1479 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 89070 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10463 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 121625 members 
Mstep: Class 26 contains 104311 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 6704 members 
Mstep: Class 29 contains 18434 members 
Mstep: Class 30 contains 175924 members 
Mstep: Class 31 contains 3434 members 
Mstep: Class 32 contains 2501 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1570 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179605 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 10599 members 
Mstep: Class 43 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035600.000000 Penalty: 96348.648438
Iteration 197Q: 44 clusters Score -1.010356e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 38637 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25759 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9176 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52564 members 
Mstep: Class 11 contains 7925 members 
Mstep: Class 12 contains 89072 members 
Mstep: Class 13 contains 13778 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10452 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 121626 members 
Mstep: Class 26 contains 104308 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 6696 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175928 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2525 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1585 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 13844 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179608 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 10599 members 
Mstep: Class 43 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035632.000000 Penalty: 96348.648438
Iteration 198Q: 44 clusters Score -1.010356e+08 nChanged 142
Entering ConstructFrom: 
Score: -101035632.000000 Penalty: 96348.648438
Entering ConstructFrom: 
Trying to split cluster 1 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -784322.437500 Penalty: 1452.916016
	Iteration 0F: 2 clusters Score -784322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -778641.937500 Penalty: 2905.832031
	Iteration 0F: 3 clusters Score -778641.9 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -780371.437500 Penalty: 2905.832031
	Iteration 1F: 3 clusters Score -780371.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -780573.625000 Penalty: 2905.832031
	Iteration 2F: 3 clusters Score -780573.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -780745.312500 Penalty: 2905.832031
	Iteration 3Q: 3 clusters Score -780745.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -780881.500000 Penalty: 2905.832031
	Iteration 4Q: 3 clusters Score -780881.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -781005.375000 Penalty: 2905.832031
	Iteration 5Q: 3 clusters Score -781005.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -781128.562500 Penalty: 2905.832031
	Iteration 6Q: 3 clusters Score -781128.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -781233.000000 Penalty: 2905.832031
	Iteration 7Q: 3 clusters Score -781233 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -781336.500000 Penalty: 2905.832031
	Iteration 8Q: 3 clusters Score -781336.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -781442.812500 Penalty: 2905.832031
	Iteration 9Q: 3 clusters Score -781442.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -781552.562500 Penalty: 2905.832031
	Iteration 10Q: 3 clusters Score -781552.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -781664.125000 Penalty: 2905.832031
	Iteration 11Q: 3 clusters Score -781664.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -781792.062500 Penalty: 2905.832031
	Iteration 12Q: 3 clusters Score -781792.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -781930.562500 Penalty: 2905.832031
	Iteration 13Q: 3 clusters Score -781930.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -782066.750000 Penalty: 2905.832031
	Iteration 14Q: 3 clusters Score -782066.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -782185.250000 Penalty: 2905.832031
	Iteration 15Q: 3 clusters Score -782185.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -782268.062500 Penalty: 2905.832031
	Iteration 16Q: 3 clusters Score -782268.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -782325.937500 Penalty: 2905.832031
	Iteration 17Q: 3 clusters Score -782325.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -782364.625000 Penalty: 2905.832031
	Iteration 18Q: 3 clusters Score -782364.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -782394.937500 Penalty: 2905.832031
	Iteration 19Q: 3 clusters Score -782394.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -782414.687500 Penalty: 2905.832031
	Iteration 20F: 3 clusters Score -782414.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -782434.062500 Penalty: 2905.832031
	Iteration 21Q: 3 clusters Score -782434.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -782454.875000 Penalty: 2905.832031
	Iteration 22Q: 3 clusters Score -782454.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -782472.250000 Penalty: 2905.832031
	Iteration 23Q: 3 clusters Score -782472.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -782482.625000 Penalty: 2905.832031
	Iteration 24Q: 3 clusters Score -782482.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -782490.000000 Penalty: 2905.832031
	Iteration 25Q: 3 clusters Score -782490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -782502.375000 Penalty: 2905.832031
	Iteration 26Q: 3 clusters Score -782502.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -782506.312500 Penalty: 2905.832031
	Iteration 27Q: 3 clusters Score -782506.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -782514.750000 Penalty: 2905.832031
	Iteration 28Q: 3 clusters Score -782514.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -782524.625000 Penalty: 2905.832031
	Iteration 29Q: 3 clusters Score -782524.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -782529.437500 Penalty: 2905.832031
	Iteration 30Q: 3 clusters Score -782529.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -782538.437500 Penalty: 2905.832031
	Iteration 31Q: 3 clusters Score -782538.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -782551.375000 Penalty: 2905.832031
	Iteration 32Q: 3 clusters Score -782551.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -782555.562500 Penalty: 2905.832031
	Iteration 33Q: 3 clusters Score -782555.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -782564.875000 Penalty: 2905.832031
	Iteration 34Q: 3 clusters Score -782564.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -782574.000000 Penalty: 2905.832031
	Iteration 35Q: 3 clusters Score -782574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -782587.312500 Penalty: 2905.832031
	Iteration 36Q: 3 clusters Score -782587.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -782603.750000 Penalty: 2905.832031
	Iteration 37Q: 3 clusters Score -782603.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -782634.375000 Penalty: 2905.832031
	Iteration 38Q: 3 clusters Score -782634.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -782661.812500 Penalty: 2905.832031
	Iteration 39Q: 3 clusters Score -782661.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -782694.562500 Penalty: 2905.832031
	Iteration 40F: 3 clusters Score -782694.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -782728.000000 Penalty: 2905.832031
	Iteration 41Q: 3 clusters Score -782728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -782765.062500 Penalty: 2905.832031
	Iteration 42Q: 3 clusters Score -782765.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -782794.875000 Penalty: 2905.832031
	Iteration 43Q: 3 clusters Score -782794.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -782815.875000 Penalty: 2905.832031
	Iteration 44Q: 3 clusters Score -782815.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -782826.687500 Penalty: 2905.832031
	Iteration 45Q: 3 clusters Score -782826.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -782839.375000 Penalty: 2905.832031
	Iteration 46Q: 3 clusters Score -782839.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -782854.687500 Penalty: 2905.832031
	Iteration 47Q: 3 clusters Score -782854.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -782869.750000 Penalty: 2905.832031
	Iteration 48Q: 3 clusters Score -782869.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -782880.000000 Penalty: 2905.832031
	Iteration 49Q: 3 clusters Score -782880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -782893.500000 Penalty: 2905.832031
	Iteration 50Q: 3 clusters Score -782893.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -782902.812500 Penalty: 2905.832031
	Iteration 51Q: 3 clusters Score -782902.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -782912.500000 Penalty: 2905.832031
	Iteration 52Q: 3 clusters Score -782912.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -782919.812500 Penalty: 2905.832031
	Iteration 53Q: 3 clusters Score -782919.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -782929.000000 Penalty: 2905.832031
	Iteration 54Q: 3 clusters Score -782929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -782942.375000 Penalty: 2905.832031
	Iteration 55Q: 3 clusters Score -782942.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -782950.562500 Penalty: 2905.832031
	Iteration 56Q: 3 clusters Score -782950.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -782958.437500 Penalty: 2905.832031
	Iteration 57Q: 3 clusters Score -782958.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -782966.375000 Penalty: 2905.832031
	Iteration 58Q: 3 clusters Score -782966.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -782972.375000 Penalty: 2905.832031
	Iteration 59Q: 3 clusters Score -782972.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -782981.125000 Penalty: 2905.832031
	Iteration 60F: 3 clusters Score -782981.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -782986.250000 Penalty: 2905.832031
	Iteration 61Q: 3 clusters Score -782986.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -782996.437500 Penalty: 2905.832031
	Iteration 62Q: 3 clusters Score -782996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -783001.312500 Penalty: 2905.832031
	Iteration 63Q: 3 clusters Score -783001.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -783006.625000 Penalty: 2905.832031
	Iteration 64Q: 3 clusters Score -783006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -783008.187500 Penalty: 2905.832031
	Iteration 65Q: 3 clusters Score -783008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -783010.687500 Penalty: 2905.832031
	Iteration 66Q: 3 clusters Score -783010.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -783010.625000 Penalty: 2905.832031
	Iteration 67Q: 3 clusters Score -783010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -783013.125000 Penalty: 2905.832031
	Iteration 68Q: 3 clusters Score -783013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -783014.187500 Penalty: 2905.832031
	Iteration 69Q: 3 clusters Score -783014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -783018.437500 Penalty: 2905.832031
	Iteration 70Q: 3 clusters Score -783018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -783018.500000 Penalty: 2905.832031
	Iteration 71Q: 3 clusters Score -783018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -783018.562500 Penalty: 2905.832031
	Iteration 72Q: 3 clusters Score -783018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -783019.875000 Penalty: 2905.832031
	Iteration 73Q: 3 clusters Score -783019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -783019.875000 Penalty: 2905.832031
	Iteration 74F: 3 clusters Score -783019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -277363.718750 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -277363.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -274950.687500 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -274950.7 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -275439.906250 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -275439.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -275568.593750 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -275568.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -275629.812500 Penalty: 2544.500732
	Iteration 3Q: 3 clusters Score -275629.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -275677.000000 Penalty: 2544.500732
	Iteration 4Q: 3 clusters Score -275677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -275708.906250 Penalty: 2544.500732
	Iteration 5Q: 3 clusters Score -275708.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -275731.531250 Penalty: 2544.500732
	Iteration 6Q: 3 clusters Score -275731.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -275750.718750 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -275750.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -275766.125000 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -275766.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -275779.375000 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -275779.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -275789.312500 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -275789.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -275799.562500 Penalty: 2544.500732
	Iteration 11Q: 3 clusters Score -275799.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -275806.218750 Penalty: 2544.500732
	Iteration 12Q: 3 clusters Score -275806.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -275812.250000 Penalty: 2544.500732
	Iteration 13Q: 3 clusters Score -275812.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -275820.687500 Penalty: 2544.500732
	Iteration 14Q: 3 clusters Score -275820.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -275828.562500 Penalty: 2544.500732
	Iteration 15Q: 3 clusters Score -275828.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -275837.687500 Penalty: 2544.500732
	Iteration 16Q: 3 clusters Score -275837.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -275847.812500 Penalty: 2544.500732
	Iteration 17Q: 3 clusters Score -275847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -275851.343750 Penalty: 2544.500732
	Iteration 18Q: 3 clusters Score -275851.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -275856.562500 Penalty: 2544.500732
	Iteration 19Q: 3 clusters Score -275856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -275861.593750 Penalty: 2544.500732
	Iteration 20F: 3 clusters Score -275861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -275867.750000 Penalty: 2544.500732
	Iteration 21Q: 3 clusters Score -275867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -275873.562500 Penalty: 2544.500732
	Iteration 22Q: 3 clusters Score -275873.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -275879.312500 Penalty: 2544.500732
	Iteration 23Q: 3 clusters Score -275879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -275881.187500 Penalty: 2544.500732
	Iteration 24Q: 3 clusters Score -275881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -275883.156250 Penalty: 2544.500732
	Iteration 25Q: 3 clusters Score -275883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -275885.093750 Penalty: 2544.500732
	Iteration 26Q: 3 clusters Score -275885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -275885.500000 Penalty: 2544.500732
	Iteration 27Q: 3 clusters Score -275885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -275886.593750 Penalty: 2544.500732
	Iteration 28Q: 3 clusters Score -275886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -275886.937500 Penalty: 2544.500732
	Iteration 29Q: 3 clusters Score -275886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -275886.937500 Penalty: 2544.500732
	Iteration 30F: 3 clusters Score -275886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Entering Unmasked Estep 
Score: -4069129.750000 Penalty: 1716.327881
	Iteration 0F: 2 clusters Score -4069130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4043200.000000 Penalty: 3432.655762
	Iteration 0F: 3 clusters Score -4043200 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4053327.250000 Penalty: 3432.655762
	Iteration 1F: 3 clusters Score -4053327 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4054193.500000 Penalty: 3432.655762
	Iteration 2F: 3 clusters Score -4054194 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4055399.250000 Penalty: 3432.655762
	Iteration 3F: 3 clusters Score -4055399 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4057204.250000 Penalty: 3432.655762
	Iteration 4F: 3 clusters Score -4057204 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4059804.250000 Penalty: 3432.655762
	Iteration 5F: 3 clusters Score -4059804 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4062868.500000 Penalty: 3432.655762
	Iteration 6F: 3 clusters Score -4062868 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -4065659.000000 Penalty: 3432.655762
	Iteration 7F: 3 clusters Score -4065659 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4067376.750000 Penalty: 3432.655762
	Iteration 8Q: 3 clusters Score -4067377 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4068032.750000 Penalty: 3432.655762
	Iteration 9Q: 3 clusters Score -4068033 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -4068298.500000 Penalty: 3432.655762
	Iteration 10Q: 3 clusters Score -4068298 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4068468.250000 Penalty: 3432.655762
	Iteration 11Q: 3 clusters Score -4068468 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4068556.500000 Penalty: 3432.655762
	Iteration 12Q: 3 clusters Score -4068556 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4068639.750000 Penalty: 3432.655762
	Iteration 13Q: 3 clusters Score -4068640 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4068682.250000 Penalty: 3432.655762
	Iteration 14Q: 3 clusters Score -4068682 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -4068701.250000 Penalty: 3432.655762
	Iteration 15Q: 3 clusters Score -4068701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4068730.750000 Penalty: 3432.655762
	Iteration 16Q: 3 clusters Score -4068731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4068747.750000 Penalty: 3432.655762
	Iteration 17Q: 3 clusters Score -4068748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4068776.250000 Penalty: 3432.655762
	Iteration 18Q: 3 clusters Score -4068776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4068782.750000 Penalty: 3432.655762
	Iteration 19Q: 3 clusters Score -4068783 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -4068790.750000 Penalty: 3432.655762
	Iteration 20F: 3 clusters Score -4068791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4068795.250000 Penalty: 3432.655762
	Iteration 21Q: 3 clusters Score -4068795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4068808.750000 Penalty: 3432.655762
	Iteration 22Q: 3 clusters Score -4068809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4068806.750000 Penalty: 3432.655762
	Iteration 23Q: 3 clusters Score -4068807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -4068801.500000 Penalty: 3432.655762
	Iteration 24Q: 3 clusters Score -4068802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4068794.500000 Penalty: 3432.655762
	Iteration 25Q: 3 clusters Score -4068794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4068797.000000 Penalty: 3432.655762
	Iteration 26Q: 3 clusters Score -4068797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4068799.000000 Penalty: 3432.655762
	Iteration 27Q: 3 clusters Score -4068799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4068805.500000 Penalty: 3432.655762
	Iteration 28Q: 3 clusters Score -4068806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4068796.000000 Penalty: 3432.655762
	Iteration 29Q: 3 clusters Score -4068796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4068794.500000 Penalty: 3432.655762
	Iteration 30Q: 3 clusters Score -4068794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4068798.250000 Penalty: 3432.655762
	Iteration 31Q: 3 clusters Score -4068798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -4068808.750000 Penalty: 3432.655762
	Iteration 32Q: 3 clusters Score -4068809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4068813.500000 Penalty: 3432.655762
	Iteration 33Q: 3 clusters Score -4068814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4068818.000000 Penalty: 3432.655762
	Iteration 34Q: 3 clusters Score -4068818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4068814.750000 Penalty: 3432.655762
	Iteration 35Q: 3 clusters Score -4068815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4068822.500000 Penalty: 3432.655762
	Iteration 36Q: 3 clusters Score -4068822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4068822.750000 Penalty: 3432.655762
	Iteration 37Q: 3 clusters Score -4068823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4068822.250000 Penalty: 3432.655762
	Iteration 38Q: 3 clusters Score -4068822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4068825.750000 Penalty: 3432.655762
	Iteration 39Q: 3 clusters Score -4068826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4068833.250000 Penalty: 3432.655762
	Iteration 40F: 3 clusters Score -4068833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4068842.000000 Penalty: 3432.655762
	Iteration 41Q: 3 clusters Score -4068842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4068849.750000 Penalty: 3432.655762
	Iteration 42Q: 3 clusters Score -4068850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4068855.500000 Penalty: 3432.655762
	Iteration 43Q: 3 clusters Score -4068856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4068858.750000 Penalty: 3432.655762
	Iteration 44Q: 3 clusters Score -4068859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4068867.500000 Penalty: 3432.655762
	Iteration 45Q: 3 clusters Score -4068868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4068868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4068869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4068880.500000 Penalty: 3432.655762
	Iteration 48Q: 3 clusters Score -4068880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4068881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4068886.750000 Penalty: 3432.655762
	Iteration 50Q: 3 clusters Score -4068887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4068895.500000 Penalty: 3432.655762
	Iteration 51Q: 3 clusters Score -4068896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4068902.000000 Penalty: 3432.655762
	Iteration 52Q: 3 clusters Score -4068902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4068918.500000 Penalty: 3432.655762
	Iteration 53Q: 3 clusters Score -4068918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4068921.000000 Penalty: 3432.655762
	Iteration 54Q: 3 clusters Score -4068921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4068932.000000 Penalty: 3432.655762
	Iteration 55Q: 3 clusters Score -4068932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4068939.500000 Penalty: 3432.655762
	Iteration 56Q: 3 clusters Score -4068940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4068943.500000 Penalty: 3432.655762
	Iteration 57Q: 3 clusters Score -4068944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4068957.750000 Penalty: 3432.655762
	Iteration 58Q: 3 clusters Score -4068958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4068964.500000 Penalty: 3432.655762
	Iteration 59Q: 3 clusters Score -4068964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4068983.500000 Penalty: 3432.655762
	Iteration 60F: 3 clusters Score -4068984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4068979.750000 Penalty: 3432.655762
	Iteration 61Q: 3 clusters Score -4068980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4068990.250000 Penalty: 3432.655762
	Iteration 62Q: 3 clusters Score -4068990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4068998.250000 Penalty: 3432.655762
	Iteration 63Q: 3 clusters Score -4068998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4069003.500000 Penalty: 3432.655762
	Iteration 64Q: 3 clusters Score -4069004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4069013.250000 Penalty: 3432.655762
	Iteration 65Q: 3 clusters Score -4069013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4069018.500000 Penalty: 3432.655762
	Iteration 66Q: 3 clusters Score -4069018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4069013.000000 Penalty: 3432.655762
	Iteration 67Q: 3 clusters Score -4069013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4069038.000000 Penalty: 3432.655762
	Iteration 68Q: 3 clusters Score -4069038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4069040.500000 Penalty: 3432.655762
	Iteration 69Q: 3 clusters Score -4069040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4069044.250000 Penalty: 3432.655762
	Iteration 70Q: 3 clusters Score -4069044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4069035.500000 Penalty: 3432.655762
	Iteration 71Q: 3 clusters Score -4069036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4069044.000000 Penalty: 3432.655762
	Iteration 72Q: 3 clusters Score -4069044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4069047.750000 Penalty: 3432.655762
	Iteration 73Q: 3 clusters Score -4069048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4069048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4069045.250000 Penalty: 3432.655762
	Iteration 75Q: 3 clusters Score -4069045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4069048.000000 Penalty: 3432.655762
	Iteration 76Q: 3 clusters Score -4069048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4069047.750000 Penalty: 3432.655762
	Iteration 77Q: 3 clusters Score -4069048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4069052.500000 Penalty: 3432.655762
	Iteration 78Q: 3 clusters Score -4069052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4069052.000000 Penalty: 3432.655762
	Iteration 79Q: 3 clusters Score -4069052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4069050.750000 Penalty: 3432.655762
	Iteration 80F: 3 clusters Score -4069051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4069054.500000 Penalty: 3432.655762
	Iteration 81Q: 3 clusters Score -4069054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4069057.750000 Penalty: 3432.655762
	Iteration 82Q: 3 clusters Score -4069058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4069060.000000 Penalty: 3432.655762
	Iteration 83Q: 3 clusters Score -4069060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4069056.750000 Penalty: 3432.655762
	Iteration 84Q: 3 clusters Score -4069057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4069065.250000 Penalty: 3432.655762
	Iteration 85Q: 3 clusters Score -4069065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4069068.750000 Penalty: 3432.655762
	Iteration 86Q: 3 clusters Score -4069069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4069070.250000 Penalty: 3432.655762
	Iteration 87Q: 3 clusters Score -4069070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4069067.500000 Penalty: 3432.655762
	Iteration 88Q: 3 clusters Score -4069068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4069069.000000 Penalty: 3432.655762
	Iteration 89Q: 3 clusters Score -4069069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4069067.500000 Penalty: 3432.655762
	Iteration 90Q: 3 clusters Score -4069068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4069069.500000 Penalty: 3432.655762
	Iteration 91Q: 3 clusters Score -4069070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4069070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4069069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4069068.500000 Penalty: 3432.655762
	Iteration 94Q: 3 clusters Score -4069068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4069067.000000 Penalty: 3432.655762
	Iteration 95Q: 3 clusters Score -4069067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4069065.750000 Penalty: 3432.655762
	Iteration 96Q: 3 clusters Score -4069066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4069066.000000 Penalty: 3432.655762
	Iteration 97Q: 3 clusters Score -4069066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4069067.250000 Penalty: 3432.655762
	Iteration 98Q: 3 clusters Score -4069067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4069068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4069068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -1039642.562500 Penalty: 1489.436157
	Iteration 0F: 2 clusters Score -1039643 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 4809 members 
Entering Unmasked Estep 
Score: -1032766.062500 Penalty: 2978.872314
	Iteration 0F: 3 clusters Score -1032766 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1035078 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1035411.562500 Penalty: 2978.872314
	Iteration 2F: 3 clusters Score -1035412 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1035680.187500 Penalty: 2978.872314
	Iteration 3F: 3 clusters Score -1035680 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1035925.625000 Penalty: 2978.872314
	Iteration 4F: 3 clusters Score -1035926 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1036191.187500 Penalty: 2978.872314
	Iteration 5Q: 3 clusters Score -1036191 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1036496.437500 Penalty: 2978.872314
	Iteration 6Q: 3 clusters Score -1036496 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1036847.625000 Penalty: 2978.872314
	Iteration 7Q: 3 clusters Score -1036848 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1037223.875000 Penalty: 2978.872314
	Iteration 8Q: 3 clusters Score -1037224 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1037593.937500 Penalty: 2978.872314
	Iteration 9Q: 3 clusters Score -1037594 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1037879.125000 Penalty: 2978.872314
	Iteration 10Q: 3 clusters Score -1037879 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1038031.375000 Penalty: 2978.872314
	Iteration 11Q: 3 clusters Score -1038031 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1038117.562500 Penalty: 2978.872314
	Iteration 12Q: 3 clusters Score -1038118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1038165.812500 Penalty: 2978.872314
	Iteration 13Q: 3 clusters Score -1038166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1038207.812500 Penalty: 2978.872314
	Iteration 14Q: 3 clusters Score -1038208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1038238.937500 Penalty: 2978.872314
	Iteration 15Q: 3 clusters Score -1038239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1038259.500000 Penalty: 2978.872314
	Iteration 16Q: 3 clusters Score -1038260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1038286.000000 Penalty: 2978.872314
	Iteration 17Q: 3 clusters Score -1038286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1038304.437500 Penalty: 2978.872314
	Iteration 18Q: 3 clusters Score -1038304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1038321.500000 Penalty: 2978.872314
	Iteration 19Q: 3 clusters Score -1038322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1038336.812500 Penalty: 2978.872314
	Iteration 20F: 3 clusters Score -1038337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1038348.687500 Penalty: 2978.872314
	Iteration 21Q: 3 clusters Score -1038349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1038366.000000 Penalty: 2978.872314
	Iteration 22Q: 3 clusters Score -1038366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1038379.437500 Penalty: 2978.872314
	Iteration 23Q: 3 clusters Score -1038379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1038386.125000 Penalty: 2978.872314
	Iteration 24Q: 3 clusters Score -1038386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1038395.625000 Penalty: 2978.872314
	Iteration 25Q: 3 clusters Score -1038396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1038400.937500 Penalty: 2978.872314
	Iteration 26Q: 3 clusters Score -1038401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1038408.250000 Penalty: 2978.872314
	Iteration 27Q: 3 clusters Score -1038408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1038411.375000 Penalty: 2978.872314
	Iteration 28Q: 3 clusters Score -1038411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1038414.500000 Penalty: 2978.872314
	Iteration 29Q: 3 clusters Score -1038414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1038421.562500 Penalty: 2978.872314
	Iteration 30Q: 3 clusters Score -1038422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1038428.375000 Penalty: 2978.872314
	Iteration 31Q: 3 clusters Score -1038428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1038430.750000 Penalty: 2978.872314
	Iteration 32Q: 3 clusters Score -1038431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1038436.875000 Penalty: 2978.872314
	Iteration 33Q: 3 clusters Score -1038437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1038439.937500 Penalty: 2978.872314
	Iteration 34Q: 3 clusters Score -1038440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1038447.375000 Penalty: 2978.872314
	Iteration 35Q: 3 clusters Score -1038447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1038456.562500 Penalty: 2978.872314
	Iteration 36Q: 3 clusters Score -1038457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1038465.500000 Penalty: 2978.872314
	Iteration 37Q: 3 clusters Score -1038466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1038471.187500 Penalty: 2978.872314
	Iteration 38Q: 3 clusters Score -1038471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1038473.687500 Penalty: 2978.872314
	Iteration 39Q: 3 clusters Score -1038474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1038477.062500 Penalty: 2978.872314
	Iteration 40F: 3 clusters Score -1038477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1038477.312500 Penalty: 2978.872314
	Iteration 41Q: 3 clusters Score -1038477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1038476.937500 Penalty: 2978.872314
	Iteration 42Q: 3 clusters Score -1038477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1038480.375000 Penalty: 2978.872314
	Iteration 43Q: 3 clusters Score -1038480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1038482.312500 Penalty: 2978.872314
	Iteration 44Q: 3 clusters Score -1038482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1038481.937500 Penalty: 2978.872314
	Iteration 45Q: 3 clusters Score -1038482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1038482.187500 Penalty: 2978.872314
	Iteration 46Q: 3 clusters Score -1038482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1038483.187500 Penalty: 2978.872314
	Iteration 47Q: 3 clusters Score -1038483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1038485.312500 Penalty: 2978.872314
	Iteration 48Q: 3 clusters Score -1038485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1038486.312500 Penalty: 2978.872314
	Iteration 49Q: 3 clusters Score -1038486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1038487.125000 Penalty: 2978.872314
	Iteration 50Q: 3 clusters Score -1038487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1038485.437500 Penalty: 2978.872314
	Iteration 51Q: 3 clusters Score -1038485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1038487.062500 Penalty: 2978.872314
	Iteration 52Q: 3 clusters Score -1038487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1038486.125000 Penalty: 2978.872314
	Iteration 53Q: 3 clusters Score -1038486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1038489.500000 Penalty: 2978.872314
	Iteration 54Q: 3 clusters Score -1038490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1038490.000000 Penalty: 2978.872314
	Iteration 55Q: 3 clusters Score -1038490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1038490.875000 Penalty: 2978.872314
	Iteration 56Q: 3 clusters Score -1038491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1038491.500000 Penalty: 2978.872314
	Iteration 57Q: 3 clusters Score -1038492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1038492.812500 Penalty: 2978.872314
	Iteration 58Q: 3 clusters Score -1038493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1038493.062500 Penalty: 2978.872314
	Iteration 59Q: 3 clusters Score -1038493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1038495.687500 Penalty: 2978.872314
	Iteration 60F: 3 clusters Score -1038496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1038505.437500 Penalty: 2978.872314
	Iteration 61Q: 3 clusters Score -1038505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1038509.375000 Penalty: 2978.872314
	Iteration 62Q: 3 clusters Score -1038509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1038515.312500 Penalty: 2978.872314
	Iteration 63Q: 3 clusters Score -1038515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1038521.937500 Penalty: 2978.872314
	Iteration 64Q: 3 clusters Score -1038522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1038527.625000 Penalty: 2978.872314
	Iteration 65Q: 3 clusters Score -1038528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1038533.062500 Penalty: 2978.872314
	Iteration 66Q: 3 clusters Score -1038533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1038537.437500 Penalty: 2978.872314
	Iteration 67Q: 3 clusters Score -1038537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1038539.500000 Penalty: 2978.872314
	Iteration 68Q: 3 clusters Score -1038540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1038540.375000 Penalty: 2978.872314
	Iteration 69Q: 3 clusters Score -1038540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1038542.875000 Penalty: 2978.872314
	Iteration 70Q: 3 clusters Score -1038543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1038544.187500 Penalty: 2978.872314
	Iteration 71Q: 3 clusters Score -1038544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1038546.062500 Penalty: 2978.872314
	Iteration 72Q: 3 clusters Score -1038546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1038547.000000 Penalty: 2978.872314
	Iteration 73Q: 3 clusters Score -1038547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1038551.187500 Penalty: 2978.872314
	Iteration 74Q: 3 clusters Score -1038551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1038552.812500 Penalty: 2978.872314
	Iteration 75Q: 3 clusters Score -1038553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1038553.062500 Penalty: 2978.872314
	Iteration 76Q: 3 clusters Score -1038553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1038553.062500 Penalty: 2978.872314
	Iteration 77F: 3 clusters Score -1038553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Entering Unmasked Estep 
Score: -2669991.250000 Penalty: 1650.431396
	Iteration 0F: 2 clusters Score -2669991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2652588.500000 Penalty: 3300.862793
	Iteration 0F: 3 clusters Score -2652588 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2659196.000000 Penalty: 3300.862793
	Iteration 1F: 3 clusters Score -2659196 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2659612.500000 Penalty: 3300.862793
	Iteration 2Q: 3 clusters Score -2659612 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2659993.750000 Penalty: 3300.862793
	Iteration 3Q: 3 clusters Score -2659994 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2660409.000000 Penalty: 3300.862793
	Iteration 4Q: 3 clusters Score -2660409 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2660892.750000 Penalty: 3300.862793
	Iteration 5Q: 3 clusters Score -2660893 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2661453.500000 Penalty: 3300.862793
	Iteration 6Q: 3 clusters Score -2661454 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2662070.000000 Penalty: 3300.862793
	Iteration 7Q: 3 clusters Score -2662070 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2662690.750000 Penalty: 3300.862793
	Iteration 8Q: 3 clusters Score -2662691 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2663330.000000 Penalty: 3300.862793
	Iteration 9Q: 3 clusters Score -2663330 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2663873.000000 Penalty: 3300.862793
	Iteration 10Q: 3 clusters Score -2663873 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2664293.500000 Penalty: 3300.862793
	Iteration 11Q: 3 clusters Score -2664294 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2664708.250000 Penalty: 3300.862793
	Iteration 12Q: 3 clusters Score -2664708 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2665135.750000 Penalty: 3300.862793
	Iteration 13Q: 3 clusters Score -2665136 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2665610.000000 Penalty: 3300.862793
	Iteration 14Q: 3 clusters Score -2665610 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2666060.500000 Penalty: 3300.862793
	Iteration 15Q: 3 clusters Score -2666060 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2666519.000000 Penalty: 3300.862793
	Iteration 16Q: 3 clusters Score -2666519 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2666931.500000 Penalty: 3300.862793
	Iteration 17Q: 3 clusters Score -2666932 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2667269.250000 Penalty: 3300.862793
	Iteration 18Q: 3 clusters Score -2667269 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2667555.750000 Penalty: 3300.862793
	Iteration 19Q: 3 clusters Score -2667556 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2667789.500000 Penalty: 3300.862793
	Iteration 20F: 3 clusters Score -2667790 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2667987.250000 Penalty: 3300.862793
	Iteration 21Q: 3 clusters Score -2667987 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2668143.750000 Penalty: 3300.862793
	Iteration 22Q: 3 clusters Score -2668144 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2668262.750000 Penalty: 3300.862793
	Iteration 23Q: 3 clusters Score -2668263 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2668350.500000 Penalty: 3300.862793
	Iteration 24Q: 3 clusters Score -2668350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2668429.250000 Penalty: 3300.862793
	Iteration 25Q: 3 clusters Score -2668429 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2668499.000000 Penalty: 3300.862793
	Iteration 26Q: 3 clusters Score -2668499 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2668541.500000 Penalty: 3300.862793
	Iteration 27Q: 3 clusters Score -2668542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2668570.250000 Penalty: 3300.862793
	Iteration 28Q: 3 clusters Score -2668570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2668606.750000 Penalty: 3300.862793
	Iteration 29Q: 3 clusters Score -2668607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2668623.750000 Penalty: 3300.862793
	Iteration 30Q: 3 clusters Score -2668624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2668636.750000 Penalty: 3300.862793
	Iteration 31Q: 3 clusters Score -2668637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2668644.750000 Penalty: 3300.862793
	Iteration 32Q: 3 clusters Score -2668645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2668655.000000 Penalty: 3300.862793
	Iteration 33Q: 3 clusters Score -2668655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2668663.500000 Penalty: 3300.862793
	Iteration 34Q: 3 clusters Score -2668664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2668667.750000 Penalty: 3300.862793
	Iteration 35Q: 3 clusters Score -2668668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2668669.000000 Penalty: 3300.862793
	Iteration 36Q: 3 clusters Score -2668669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2668670.000000 Penalty: 3300.862793
	Iteration 37Q: 3 clusters Score -2668670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2668670.000000 Penalty: 3300.862793
	Iteration 38F: 3 clusters Score -2668670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -509924.562500 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -509924.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -506188.843750 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -506188.8 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -507223.031250 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -507223 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -507353.312500 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -507353.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -507432.687500 Penalty: 2744.152588
	Iteration 3Q: 3 clusters Score -507432.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -507493.281250 Penalty: 2744.152588
	Iteration 4Q: 3 clusters Score -507493.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -507542.812500 Penalty: 2744.152588
	Iteration 5Q: 3 clusters Score -507542.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -507574.468750 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -507574.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -507600.875000 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -507600.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -507626.187500 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -507626.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -507652.687500 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -507652.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -507672.187500 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -507672.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -507696.406250 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -507696.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -507721.937500 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -507721.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -507742.500000 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -507742.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -507762.437500 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -507762.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -507784.718750 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -507784.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -507809.156250 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -507809.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -507831.375000 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -507831.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -507867.375000 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -507867.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -507904.125000 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -507904.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -507949.687500 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -507949.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -508012.437500 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -508012.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -508078.500000 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -508078.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -508137.625000 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -508137.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -508198.625000 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -508198.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -508271.812500 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -508271.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -508356.781250 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -508356.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -508425.468750 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -508425.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -508478.968750 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -508479 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -508523.687500 Penalty: 2744.152588
	Iteration 29Q: 3 clusters Score -508523.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -508556.125000 Penalty: 2744.152588
	Iteration 30Q: 3 clusters Score -508556.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -508574.218750 Penalty: 2744.152588
	Iteration 31Q: 3 clusters Score -508574.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -508591.812500 Penalty: 2744.152588
	Iteration 32Q: 3 clusters Score -508591.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -508609.937500 Penalty: 2744.152588
	Iteration 33Q: 3 clusters Score -508609.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -508627.937500 Penalty: 2744.152588
	Iteration 34Q: 3 clusters Score -508627.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -508651.000000 Penalty: 2744.152588
	Iteration 35Q: 3 clusters Score -508651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -508667.937500 Penalty: 2744.152588
	Iteration 36Q: 3 clusters Score -508667.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -508675.218750 Penalty: 2744.152588
	Iteration 37Q: 3 clusters Score -508675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -508681.656250 Penalty: 2744.152588
	Iteration 38Q: 3 clusters Score -508681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -508687.375000 Penalty: 2744.152588
	Iteration 39Q: 3 clusters Score -508687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -508694.781250 Penalty: 2744.152588
	Iteration 40F: 3 clusters Score -508694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -508697.406250 Penalty: 2744.152588
	Iteration 41Q: 3 clusters Score -508697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -508704.250000 Penalty: 2744.152588
	Iteration 42Q: 3 clusters Score -508704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -508707.562500 Penalty: 2744.152588
	Iteration 43Q: 3 clusters Score -508707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -508710.593750 Penalty: 2744.152588
	Iteration 44Q: 3 clusters Score -508710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -508713.375000 Penalty: 2744.152588
	Iteration 45Q: 3 clusters Score -508713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -508716.187500 Penalty: 2744.152588
	Iteration 46Q: 3 clusters Score -508716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -508717.906250 Penalty: 2744.152588
	Iteration 47Q: 3 clusters Score -508717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -508718.625000 Penalty: 2744.152588
	Iteration 48Q: 3 clusters Score -508718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -508719.562500 Penalty: 2744.152588
	Iteration 49Q: 3 clusters Score -508719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -508721.218750 Penalty: 2744.152588
	Iteration 50Q: 3 clusters Score -508721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -508723.875000 Penalty: 2744.152588
	Iteration 51Q: 3 clusters Score -508723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -508725.687500 Penalty: 2744.152588
	Iteration 52Q: 3 clusters Score -508725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -508729.343750 Penalty: 2744.152588
	Iteration 53Q: 3 clusters Score -508729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -508732.906250 Penalty: 2744.152588
	Iteration 54Q: 3 clusters Score -508732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -508734.187500 Penalty: 2744.152588
	Iteration 55Q: 3 clusters Score -508734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -508735.156250 Penalty: 2744.152588
	Iteration 56Q: 3 clusters Score -508735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -508735.156250 Penalty: 2744.152588
	Iteration 57F: 3 clusters Score -508735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -204728.687500 Penalty: 1226.125854
	Iteration 0F: 2 clusters Score -204728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -202705.109375 Penalty: 2452.251709
	Iteration 0F: 3 clusters Score -202705.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203096.781250 Penalty: 2452.251709
	Iteration 1F: 3 clusters Score -203096.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -203161.562500 Penalty: 2452.251709
	Iteration 2F: 3 clusters Score -203161.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -203201.156250 Penalty: 2452.251709
	Iteration 3Q: 3 clusters Score -203201.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -203230.828125 Penalty: 2452.251709
	Iteration 4Q: 3 clusters Score -203230.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -203255.843750 Penalty: 2452.251709
	Iteration 5Q: 3 clusters Score -203255.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -203276.250000 Penalty: 2452.251709
	Iteration 6Q: 3 clusters Score -203276.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -203291.375000 Penalty: 2452.251709
	Iteration 7Q: 3 clusters Score -203291.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -203302.421875 Penalty: 2452.251709
	Iteration 8Q: 3 clusters Score -203302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -203308.921875 Penalty: 2452.251709
	Iteration 9Q: 3 clusters Score -203308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203312.093750 Penalty: 2452.251709
	Iteration 10Q: 3 clusters Score -203312.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -203317.625000 Penalty: 2452.251709
	Iteration 11Q: 3 clusters Score -203317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203320.671875 Penalty: 2452.251709
	Iteration 12Q: 3 clusters Score -203320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -203321.562500 Penalty: 2452.251709
	Iteration 13Q: 3 clusters Score -203321.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -203323.671875 Penalty: 2452.251709
	Iteration 14Q: 3 clusters Score -203323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203327.843750 Penalty: 2452.251709
	Iteration 15Q: 3 clusters Score -203327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -203331.359375 Penalty: 2452.251709
	Iteration 16Q: 3 clusters Score -203331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203333.859375 Penalty: 2452.251709
	Iteration 17Q: 3 clusters Score -203333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203335.562500 Penalty: 2452.251709
	Iteration 18Q: 3 clusters Score -203335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -203339.640625 Penalty: 2452.251709
	Iteration 19Q: 3 clusters Score -203339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -203345.593750 Penalty: 2452.251709
	Iteration 20F: 3 clusters Score -203345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -203348.015625 Penalty: 2452.251709
	Iteration 21Q: 3 clusters Score -203348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -203349.671875 Penalty: 2452.251709
	Iteration 22Q: 3 clusters Score -203349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -203351.015625 Penalty: 2452.251709
	Iteration 23Q: 3 clusters Score -203351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -203351.968750 Penalty: 2452.251709
	Iteration 24Q: 3 clusters Score -203352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -203352.484375 Penalty: 2452.251709
	Iteration 25Q: 3 clusters Score -203352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -203352.437500 Penalty: 2452.251709
	Iteration 26Q: 3 clusters Score -203352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -203352.437500 Penalty: 2452.251709
	Iteration 27F: 3 clusters Score -203352.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -932978.812500 Penalty: 1482.670898
	Iteration 0F: 2 clusters Score -932978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -926402.625000 Penalty: 2965.341797
	Iteration 0F: 3 clusters Score -926402.6 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -928530.250000 Penalty: 2965.341797
	Iteration 1F: 3 clusters Score -928530.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -928829.625000 Penalty: 2965.341797
	Iteration 2F: 3 clusters Score -928829.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -929147.375000 Penalty: 2965.341797
	Iteration 3F: 3 clusters Score -929147.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -929435.187500 Penalty: 2965.341797
	Iteration 4F: 3 clusters Score -929435.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -929700.375000 Penalty: 2965.341797
	Iteration 5Q: 3 clusters Score -929700.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -929974.062500 Penalty: 2965.341797
	Iteration 6Q: 3 clusters Score -929974.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -930276.875000 Penalty: 2965.341797
	Iteration 7F: 3 clusters Score -930276.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -930641.000000 Penalty: 2965.341797
	Iteration 8F: 3 clusters Score -930641 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -931154.437500 Penalty: 2965.341797
	Iteration 9F: 3 clusters Score -931154.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -931776.250000 Penalty: 2965.341797
	Iteration 10F: 3 clusters Score -931776.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -932210.687500 Penalty: 2965.341797
	Iteration 11F: 3 clusters Score -932210.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -932396.312500 Penalty: 2965.341797
	Iteration 12Q: 3 clusters Score -932396.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -932508.437500 Penalty: 2965.341797
	Iteration 13Q: 3 clusters Score -932508.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -932598.937500 Penalty: 2965.341797
	Iteration 14Q: 3 clusters Score -932598.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -932658.250000 Penalty: 2965.341797
	Iteration 15Q: 3 clusters Score -932658.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -932700.937500 Penalty: 2965.341797
	Iteration 16Q: 3 clusters Score -932700.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -932741.875000 Penalty: 2965.341797
	Iteration 17Q: 3 clusters Score -932741.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -932766.062500 Penalty: 2965.341797
	Iteration 18Q: 3 clusters Score -932766.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -932798.375000 Penalty: 2965.341797
	Iteration 19Q: 3 clusters Score -932798.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -932822.375000 Penalty: 2965.341797
	Iteration 20F: 3 clusters Score -932822.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -932844.125000 Penalty: 2965.341797
	Iteration 21Q: 3 clusters Score -932844.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -932862.750000 Penalty: 2965.341797
	Iteration 22Q: 3 clusters Score -932862.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -932868.562500 Penalty: 2965.341797
	Iteration 23Q: 3 clusters Score -932868.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -932878.125000 Penalty: 2965.341797
	Iteration 24Q: 3 clusters Score -932878.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -932882.625000 Penalty: 2965.341797
	Iteration 25Q: 3 clusters Score -932882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -932887.000000 Penalty: 2965.341797
	Iteration 26Q: 3 clusters Score -932887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -932888.437500 Penalty: 2965.341797
	Iteration 27Q: 3 clusters Score -932888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -932886.875000 Penalty: 2965.341797
	Iteration 28Q: 3 clusters Score -932886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -932888.187500 Penalty: 2965.341797
	Iteration 29Q: 3 clusters Score -932888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -932887.562500 Penalty: 2965.341797
	Iteration 30Q: 3 clusters Score -932887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -932890.937500 Penalty: 2965.341797
	Iteration 31Q: 3 clusters Score -932890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -932892.500000 Penalty: 2965.341797
	Iteration 32Q: 3 clusters Score -932892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -932892.500000 Penalty: 2965.341797
	Iteration 33F: 3 clusters Score -932892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -141896.343750 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -141896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140145.109375 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -140145.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -140527.703125 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -140527.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -140636.625000 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -140636.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140706.671875 Penalty: 2372.653564
	Iteration 3Q: 3 clusters Score -140706.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -140779.437500 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -140779.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -140833.734375 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -140833.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -140882.531250 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -140882.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -140928.843750 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -140928.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -140961.515625 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -140961.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -140976.140625 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -140976.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -140991.921875 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -140991.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -141009.093750 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -141009.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141022.343750 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -141022.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -141030.812500 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -141030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141038.968750 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -141039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -141049.546875 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -141049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -141059.375000 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -141059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -141068.218750 Penalty: 2372.653564
	Iteration 17Q: 3 clusters Score -141068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -141071.437500 Penalty: 2372.653564
	Iteration 18Q: 3 clusters Score -141071.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -141071.437500 Penalty: 2372.653564
	Iteration 19F: 3 clusters Score -141071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Entering Unmasked Estep 
Score: -5448283.000000 Penalty: 1766.337280
	Iteration 0F: 2 clusters Score -5448283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5413117.000000 Penalty: 3532.674561
	Iteration 0F: 3 clusters Score -5413117 nChanged 24788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -5427792.500000 Penalty: 3532.674561
	Iteration 1F: 3 clusters Score -5427792 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -5428960.500000 Penalty: 3532.674561
	Iteration 2F: 3 clusters Score -5428960 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -5430677.000000 Penalty: 3532.674561
	Iteration 3F: 3 clusters Score -5430677 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5432978.500000 Penalty: 3532.674561
	Iteration 4F: 3 clusters Score -5432978 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5435698.500000 Penalty: 3532.674561
	Iteration 5F: 3 clusters Score -5435698 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -5438315.500000 Penalty: 3532.674561
	Iteration 6F: 3 clusters Score -5438316 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -5440747.000000 Penalty: 3532.674561
	Iteration 7F: 3 clusters Score -5440747 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -5442860.500000 Penalty: 3532.674561
	Iteration 8Q: 3 clusters Score -5442860 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -5444454.000000 Penalty: 3532.674561
	Iteration 9Q: 3 clusters Score -5444454 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -5445516.000000 Penalty: 3532.674561
	Iteration 10Q: 3 clusters Score -5445516 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -5446095.000000 Penalty: 3532.674561
	Iteration 11Q: 3 clusters Score -5446095 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -5446471.000000 Penalty: 3532.674561
	Iteration 12Q: 3 clusters Score -5446471 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -5446670.500000 Penalty: 3532.674561
	Iteration 13Q: 3 clusters Score -5446670 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -5446749.000000 Penalty: 3532.674561
	Iteration 14Q: 3 clusters Score -5446749 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -5446801.000000 Penalty: 3532.674561
	Iteration 15Q: 3 clusters Score -5446801 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -5446856.000000 Penalty: 3532.674561
	Iteration 16Q: 3 clusters Score -5446856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -5446880.000000 Penalty: 3532.674561
	Iteration 17Q: 3 clusters Score -5446880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -5446900.000000 Penalty: 3532.674561
	Iteration 18Q: 3 clusters Score -5446900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -5446928.500000 Penalty: 3532.674561
	Iteration 19Q: 3 clusters Score -5446928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -5446926.000000 Penalty: 3532.674561
	Iteration 20F: 3 clusters Score -5446926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -5446939.500000 Penalty: 3532.674561
	Iteration 21Q: 3 clusters Score -5446940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -5446948.500000 Penalty: 3532.674561
	Iteration 22Q: 3 clusters Score -5446948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -5446953.000000 Penalty: 3532.674561
	Iteration 23Q: 3 clusters Score -5446953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -5446957.000000 Penalty: 3532.674561
	Iteration 24Q: 3 clusters Score -5446957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -5446961.500000 Penalty: 3532.674561
	Iteration 25Q: 3 clusters Score -5446962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -5446959.000000 Penalty: 3532.674561
	Iteration 26Q: 3 clusters Score -5446959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -5446959.500000 Penalty: 3532.674561
	Iteration 27Q: 3 clusters Score -5446960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -5446962.000000 Penalty: 3532.674561
	Iteration 28Q: 3 clusters Score -5446962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -5446974.000000 Penalty: 3532.674561
	Iteration 29Q: 3 clusters Score -5446974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -5446966.500000 Penalty: 3532.674561
	Iteration 30Q: 3 clusters Score -5446966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -5446974.000000 Penalty: 3532.674561
	Iteration 31Q: 3 clusters Score -5446974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -5446975.000000 Penalty: 3532.674561
	Iteration 32Q: 3 clusters Score -5446975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -5446975.000000 Penalty: 3532.674561
	Iteration 33F: 3 clusters Score -5446975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Entering Unmasked Estep 
Score: -808868.437500 Penalty: 1458.888794
	Iteration 0F: 2 clusters Score -808868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -803046.562500 Penalty: 2917.777588
	Iteration 0F: 3 clusters Score -803046.6 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -804908.375000 Penalty: 2917.777588
	Iteration 1F: 3 clusters Score -804908.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -805161.500000 Penalty: 2917.777588
	Iteration 2F: 3 clusters Score -805161.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -805374.562500 Penalty: 2917.777588
	Iteration 3F: 3 clusters Score -805374.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -805582.937500 Penalty: 2917.777588
	Iteration 4F: 3 clusters Score -805582.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -805791.125000 Penalty: 2917.777588
	Iteration 5Q: 3 clusters Score -805791.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -805985.062500 Penalty: 2917.777588
	Iteration 6Q: 3 clusters Score -805985.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -806200.187500 Penalty: 2917.777588
	Iteration 7Q: 3 clusters Score -806200.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -806444.437500 Penalty: 2917.777588
	Iteration 8Q: 3 clusters Score -806444.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -806690.750000 Penalty: 2917.777588
	Iteration 9Q: 3 clusters Score -806690.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -806904.375000 Penalty: 2917.777588
	Iteration 10Q: 3 clusters Score -806904.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -807101.312500 Penalty: 2917.777588
	Iteration 11Q: 3 clusters Score -807101.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -807317.000000 Penalty: 2917.777588
	Iteration 12Q: 3 clusters Score -807317 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -807546.687500 Penalty: 2917.777588
	Iteration 13Q: 3 clusters Score -807546.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -807738.562500 Penalty: 2917.777588
	Iteration 14Q: 3 clusters Score -807738.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -807896.312500 Penalty: 2917.777588
	Iteration 15Q: 3 clusters Score -807896.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -808014.625000 Penalty: 2917.777588
	Iteration 16Q: 3 clusters Score -808014.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -808088.062500 Penalty: 2917.777588
	Iteration 17Q: 3 clusters Score -808088.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -808137.375000 Penalty: 2917.777588
	Iteration 18Q: 3 clusters Score -808137.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -808161.562500 Penalty: 2917.777588
	Iteration 19Q: 3 clusters Score -808161.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -808173.187500 Penalty: 2917.777588
	Iteration 20F: 3 clusters Score -808173.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -808183.437500 Penalty: 2917.777588
	Iteration 21Q: 3 clusters Score -808183.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -808192.375000 Penalty: 2917.777588
	Iteration 22Q: 3 clusters Score -808192.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -808198.312500 Penalty: 2917.777588
	Iteration 23Q: 3 clusters Score -808198.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -808201.687500 Penalty: 2917.777588
	Iteration 24Q: 3 clusters Score -808201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -808202.750000 Penalty: 2917.777588
	Iteration 25Q: 3 clusters Score -808202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -808205.750000 Penalty: 2917.777588
	Iteration 26Q: 3 clusters Score -808205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -808206.937500 Penalty: 2917.777588
	Iteration 27Q: 3 clusters Score -808206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -808206.000000 Penalty: 2917.777588
	Iteration 28Q: 3 clusters Score -808206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -808207.937500 Penalty: 2917.777588
	Iteration 29Q: 3 clusters Score -808207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -808208.812500 Penalty: 2917.777588
	Iteration 30Q: 3 clusters Score -808208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -808209.062500 Penalty: 2917.777588
	Iteration 31Q: 3 clusters Score -808209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -808209.875000 Penalty: 2917.777588
	Iteration 32Q: 3 clusters Score -808209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -808210.625000 Penalty: 2917.777588
	Iteration 33Q: 3 clusters Score -808210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -808209.937500 Penalty: 2917.777588
	Iteration 34Q: 3 clusters Score -808209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -808212.875000 Penalty: 2917.777588
	Iteration 35Q: 3 clusters Score -808212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -808212.562500 Penalty: 2917.777588
	Iteration 36Q: 3 clusters Score -808212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -808212.937500 Penalty: 2917.777588
	Iteration 37Q: 3 clusters Score -808212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -808214.625000 Penalty: 2917.777588
	Iteration 38Q: 3 clusters Score -808214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -808215.187500 Penalty: 2917.777588
	Iteration 39Q: 3 clusters Score -808215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -808213.812500 Penalty: 2917.777588
	Iteration 40F: 3 clusters Score -808213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -808215.437500 Penalty: 2917.777588
	Iteration 41Q: 3 clusters Score -808215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -808215.437500 Penalty: 2917.777588
	Iteration 42F: 3 clusters Score -808215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (89077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Entering Unmasked Estep 
Score: -9690746.000000 Penalty: 1852.054199
	Iteration 0F: 2 clusters Score -9690746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -9631329.000000 Penalty: 3704.108398
	Iteration 0F: 3 clusters Score -9631329 nChanged 42570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -9656037.000000 Penalty: 3704.108398
	Iteration 1F: 3 clusters Score -9656037 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -9656754.000000 Penalty: 3704.108398
	Iteration 2Q: 3 clusters Score -9656754 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -9657880.000000 Penalty: 3704.108398
	Iteration 3Q: 3 clusters Score -9657880 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -9659670.000000 Penalty: 3704.108398
	Iteration 4Q: 3 clusters Score -9659670 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -9662974.000000 Penalty: 3704.108398
	Iteration 5F: 3 clusters Score -9662974 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -9668416.000000 Penalty: 3704.108398
	Iteration 6F: 3 clusters Score -9668416 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -9675755.000000 Penalty: 3704.108398
	Iteration 7F: 3 clusters Score -9675755 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -9682685.000000 Penalty: 3704.108398
	Iteration 8F: 3 clusters Score -9682685 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -9686790.000000 Penalty: 3704.108398
	Iteration 9Q: 3 clusters Score -9686790 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -9688241.000000 Penalty: 3704.108398
	Iteration 10Q: 3 clusters Score -9688241 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -9688686.000000 Penalty: 3704.108398
	Iteration 11Q: 3 clusters Score -9688686 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -9688902.000000 Penalty: 3704.108398
	Iteration 12Q: 3 clusters Score -9688902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -9688990.000000 Penalty: 3704.108398
	Iteration 13Q: 3 clusters Score -9688990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -9689013.000000 Penalty: 3704.108398
	Iteration 14Q: 3 clusters Score -9689013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -9689052.000000 Penalty: 3704.108398
	Iteration 15Q: 3 clusters Score -9689052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -9689065.000000 Penalty: 3704.108398
	Iteration 16Q: 3 clusters Score -9689065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -9689085.000000 Penalty: 3704.108398
	Iteration 17Q: 3 clusters Score -9689085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -9689093.000000 Penalty: 3704.108398
	Iteration 18Q: 3 clusters Score -9689093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -9689098.000000 Penalty: 3704.108398
	Iteration 19Q: 3 clusters Score -9689098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -9689112.000000 Penalty: 3704.108398
	Iteration 20F: 3 clusters Score -9689112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -9689122.000000 Penalty: 3704.108398
	Iteration 21Q: 3 clusters Score -9689122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -9689126.000000 Penalty: 3704.108398
	Iteration 22Q: 3 clusters Score -9689126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -9689128.000000 Penalty: 3704.108398
	Iteration 23Q: 3 clusters Score -9689128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -9689143.000000 Penalty: 3704.108398
	Iteration 24Q: 3 clusters Score -9689143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -9689143.000000 Penalty: 3704.108398
	Iteration 25F: 3 clusters Score -9689143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Entering Unmasked Estep 
Score: -1408763.625000 Penalty: 1548.794922
	Iteration 0F: 2 clusters Score -1408764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1399114.500000 Penalty: 3097.589844
	Iteration 0F: 3 clusters Score -1399114 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1402399.625000 Penalty: 3097.589844
	Iteration 1F: 3 clusters Score -1402400 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1402713.000000 Penalty: 3097.589844
	Iteration 2F: 3 clusters Score -1402713 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1403003.125000 Penalty: 3097.589844
	Iteration 3Q: 3 clusters Score -1403003 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1403286.000000 Penalty: 3097.589844
	Iteration 4Q: 3 clusters Score -1403286 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1403583.125000 Penalty: 3097.589844
	Iteration 5Q: 3 clusters Score -1403583 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1403860.875000 Penalty: 3097.589844
	Iteration 6Q: 3 clusters Score -1403861 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1404149.125000 Penalty: 3097.589844
	Iteration 7Q: 3 clusters Score -1404149 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1404450.750000 Penalty: 3097.589844
	Iteration 8Q: 3 clusters Score -1404451 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1404793.750000 Penalty: 3097.589844
	Iteration 9Q: 3 clusters Score -1404794 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1405102.500000 Penalty: 3097.589844
	Iteration 10Q: 3 clusters Score -1405102 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1405418.500000 Penalty: 3097.589844
	Iteration 11Q: 3 clusters Score -1405418 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1405791.125000 Penalty: 3097.589844
	Iteration 12Q: 3 clusters Score -1405791 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1406148.875000 Penalty: 3097.589844
	Iteration 13Q: 3 clusters Score -1406149 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1406447.750000 Penalty: 3097.589844
	Iteration 14Q: 3 clusters Score -1406448 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1406759.875000 Penalty: 3097.589844
	Iteration 15Q: 3 clusters Score -1406760 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1407014.250000 Penalty: 3097.589844
	Iteration 16Q: 3 clusters Score -1407014 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1407212.875000 Penalty: 3097.589844
	Iteration 17Q: 3 clusters Score -1407213 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1407367.750000 Penalty: 3097.589844
	Iteration 18Q: 3 clusters Score -1407368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1407451.250000 Penalty: 3097.589844
	Iteration 19Q: 3 clusters Score -1407451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1407505.125000 Penalty: 3097.589844
	Iteration 20F: 3 clusters Score -1407505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1407553.750000 Penalty: 3097.589844
	Iteration 21Q: 3 clusters Score -1407554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1407584.500000 Penalty: 3097.589844
	Iteration 22Q: 3 clusters Score -1407584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1407596.125000 Penalty: 3097.589844
	Iteration 23Q: 3 clusters Score -1407596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1407602.750000 Penalty: 3097.589844
	Iteration 24Q: 3 clusters Score -1407603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1407609.500000 Penalty: 3097.589844
	Iteration 25Q: 3 clusters Score -1407610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1407610.500000 Penalty: 3097.589844
	Iteration 26Q: 3 clusters Score -1407610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1407614.625000 Penalty: 3097.589844
	Iteration 27Q: 3 clusters Score -1407615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1407616.500000 Penalty: 3097.589844
	Iteration 28Q: 3 clusters Score -1407616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1407618.375000 Penalty: 3097.589844
	Iteration 29Q: 3 clusters Score -1407618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1407619.000000 Penalty: 3097.589844
	Iteration 30Q: 3 clusters Score -1407619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1407619.000000 Penalty: 3097.589844
	Iteration 31F: 3 clusters Score -1407619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -265031.000000 Penalty: 1273.666626
	Iteration 0F: 2 clusters Score -265031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -262605.250000 Penalty: 2547.333252
	Iteration 0F: 3 clusters Score -262605.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -263168.843750 Penalty: 2547.333252
	Iteration 1F: 3 clusters Score -263168.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -263307.656250 Penalty: 2547.333252
	Iteration 2F: 3 clusters Score -263307.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263403.625000 Penalty: 2547.333252
	Iteration 3F: 3 clusters Score -263403.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -263476.218750 Penalty: 2547.333252
	Iteration 4Q: 3 clusters Score -263476.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263535.718750 Penalty: 2547.333252
	Iteration 5Q: 3 clusters Score -263535.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -263581.406250 Penalty: 2547.333252
	Iteration 6Q: 3 clusters Score -263581.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -263612.781250 Penalty: 2547.333252
	Iteration 7Q: 3 clusters Score -263612.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -263635.687500 Penalty: 2547.333252
	Iteration 8Q: 3 clusters Score -263635.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -263654.218750 Penalty: 2547.333252
	Iteration 9Q: 3 clusters Score -263654.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -263671.625000 Penalty: 2547.333252
	Iteration 10Q: 3 clusters Score -263671.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263692.406250 Penalty: 2547.333252
	Iteration 11Q: 3 clusters Score -263692.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -263713.406250 Penalty: 2547.333252
	Iteration 12Q: 3 clusters Score -263713.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -263732.875000 Penalty: 2547.333252
	Iteration 13Q: 3 clusters Score -263732.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -263742.468750 Penalty: 2547.333252
	Iteration 14Q: 3 clusters Score -263742.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263749.687500 Penalty: 2547.333252
	Iteration 15Q: 3 clusters Score -263749.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -263758.718750 Penalty: 2547.333252
	Iteration 16Q: 3 clusters Score -263758.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -263768.906250 Penalty: 2547.333252
	Iteration 17Q: 3 clusters Score -263768.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -263777.562500 Penalty: 2547.333252
	Iteration 18Q: 3 clusters Score -263777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -263784.343750 Penalty: 2547.333252
	Iteration 19Q: 3 clusters Score -263784.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -263789.187500 Penalty: 2547.333252
	Iteration 20F: 3 clusters Score -263789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -263796.625000 Penalty: 2547.333252
	Iteration 21Q: 3 clusters Score -263796.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -263803.406250 Penalty: 2547.333252
	Iteration 22Q: 3 clusters Score -263803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -263808.937500 Penalty: 2547.333252
	Iteration 23Q: 3 clusters Score -263808.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -263813.625000 Penalty: 2547.333252
	Iteration 24Q: 3 clusters Score -263813.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -263818.437500 Penalty: 2547.333252
	Iteration 25Q: 3 clusters Score -263818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -263821.468750 Penalty: 2547.333252
	Iteration 26Q: 3 clusters Score -263821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263823.750000 Penalty: 2547.333252
	Iteration 27Q: 3 clusters Score -263823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -263824.875000 Penalty: 2547.333252
	Iteration 28Q: 3 clusters Score -263824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -263825.250000 Penalty: 2547.333252
	Iteration 29Q: 3 clusters Score -263825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -263825.625000 Penalty: 2547.333252
	Iteration 30Q: 3 clusters Score -263825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -263825.875000 Penalty: 2547.333252
	Iteration 31Q: 3 clusters Score -263825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -263825.875000 Penalty: 2547.333252
	Iteration 32F: 3 clusters Score -263825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -10682.271484 Penalty: 832.644104
	Iteration 0F: 2 clusters Score -10682.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10059.490234 Penalty: 1665.288208
	Iteration 0F: 3 clusters Score -10059.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10160.548828 Penalty: 1665.288208
	Iteration 1F: 3 clusters Score -10160.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10181.799805 Penalty: 1665.288208
	Iteration 2F: 3 clusters Score -10181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10183.485352 Penalty: 1665.288208
	Iteration 3Q: 3 clusters Score -10183.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10184.678711 Penalty: 1665.288208
	Iteration 4Q: 3 clusters Score -10184.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10184.678711 Penalty: 1665.288208
	Iteration 5F: 3 clusters Score -10184.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -693215.875000 Penalty: 1429.724365
	Iteration 0F: 2 clusters Score -693215.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -688217.937500 Penalty: 2859.448730
	Iteration 0F: 3 clusters Score -688217.9 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -689709.812500 Penalty: 2859.448730
	Iteration 1F: 3 clusters Score -689709.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -689906.125000 Penalty: 2859.448730
	Iteration 2F: 3 clusters Score -689906.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -690054.312500 Penalty: 2859.448730
	Iteration 3Q: 3 clusters Score -690054.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -690171.500000 Penalty: 2859.448730
	Iteration 4Q: 3 clusters Score -690171.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -690271.937500 Penalty: 2859.448730
	Iteration 5Q: 3 clusters Score -690271.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -690381.062500 Penalty: 2859.448730
	Iteration 6Q: 3 clusters Score -690381.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -690492.437500 Penalty: 2859.448730
	Iteration 7Q: 3 clusters Score -690492.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -690611.687500 Penalty: 2859.448730
	Iteration 8Q: 3 clusters Score -690611.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -690746.625000 Penalty: 2859.448730
	Iteration 9Q: 3 clusters Score -690746.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -690904.187500 Penalty: 2859.448730
	Iteration 10Q: 3 clusters Score -690904.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -691065.750000 Penalty: 2859.448730
	Iteration 11Q: 3 clusters Score -691065.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -691223.687500 Penalty: 2859.448730
	Iteration 12Q: 3 clusters Score -691223.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -691344.875000 Penalty: 2859.448730
	Iteration 13Q: 3 clusters Score -691344.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -691450.750000 Penalty: 2859.448730
	Iteration 14Q: 3 clusters Score -691450.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -691540.687500 Penalty: 2859.448730
	Iteration 15Q: 3 clusters Score -691540.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -691624.750000 Penalty: 2859.448730
	Iteration 16Q: 3 clusters Score -691624.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -691704.187500 Penalty: 2859.448730
	Iteration 17Q: 3 clusters Score -691704.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -691761.250000 Penalty: 2859.448730
	Iteration 18Q: 3 clusters Score -691761.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -691808.562500 Penalty: 2859.448730
	Iteration 19Q: 3 clusters Score -691808.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -691849.250000 Penalty: 2859.448730
	Iteration 20F: 3 clusters Score -691849.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -691881.875000 Penalty: 2859.448730
	Iteration 21Q: 3 clusters Score -691881.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -691912.125000 Penalty: 2859.448730
	Iteration 22Q: 3 clusters Score -691912.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -691935.812500 Penalty: 2859.448730
	Iteration 23Q: 3 clusters Score -691935.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -691952.062500 Penalty: 2859.448730
	Iteration 24Q: 3 clusters Score -691952.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -691961.625000 Penalty: 2859.448730
	Iteration 25Q: 3 clusters Score -691961.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -691971.312500 Penalty: 2859.448730
	Iteration 26Q: 3 clusters Score -691971.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -691979.250000 Penalty: 2859.448730
	Iteration 27Q: 3 clusters Score -691979.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -691984.312500 Penalty: 2859.448730
	Iteration 28Q: 3 clusters Score -691984.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -691992.875000 Penalty: 2859.448730
	Iteration 29Q: 3 clusters Score -691992.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -692003.187500 Penalty: 2859.448730
	Iteration 30Q: 3 clusters Score -692003.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -692015.062500 Penalty: 2859.448730
	Iteration 31Q: 3 clusters Score -692015.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -692024.562500 Penalty: 2859.448730
	Iteration 32Q: 3 clusters Score -692024.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -692035.125000 Penalty: 2859.448730
	Iteration 33Q: 3 clusters Score -692035.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -692046.812500 Penalty: 2859.448730
	Iteration 34Q: 3 clusters Score -692046.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -692058.937500 Penalty: 2859.448730
	Iteration 35Q: 3 clusters Score -692058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -692064.562500 Penalty: 2859.448730
	Iteration 36Q: 3 clusters Score -692064.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -692069.375000 Penalty: 2859.448730
	Iteration 37Q: 3 clusters Score -692069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -692074.312500 Penalty: 2859.448730
	Iteration 38Q: 3 clusters Score -692074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -692080.437500 Penalty: 2859.448730
	Iteration 39Q: 3 clusters Score -692080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -692084.687500 Penalty: 2859.448730
	Iteration 40F: 3 clusters Score -692084.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -692089.187500 Penalty: 2859.448730
	Iteration 41Q: 3 clusters Score -692089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -692092.250000 Penalty: 2859.448730
	Iteration 42Q: 3 clusters Score -692092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -692095.000000 Penalty: 2859.448730
	Iteration 43Q: 3 clusters Score -692095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -692097.562500 Penalty: 2859.448730
	Iteration 44Q: 3 clusters Score -692097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -692099.437500 Penalty: 2859.448730
	Iteration 45Q: 3 clusters Score -692099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -692100.312500 Penalty: 2859.448730
	Iteration 46Q: 3 clusters Score -692100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -692101.625000 Penalty: 2859.448730
	Iteration 47Q: 3 clusters Score -692101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -692103.250000 Penalty: 2859.448730
	Iteration 48Q: 3 clusters Score -692103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -692104.875000 Penalty: 2859.448730
	Iteration 49Q: 3 clusters Score -692104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -692105.687500 Penalty: 2859.448730
	Iteration 50Q: 3 clusters Score -692105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -692105.562500 Penalty: 2859.448730
	Iteration 51Q: 3 clusters Score -692105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -692105.750000 Penalty: 2859.448730
	Iteration 52Q: 3 clusters Score -692105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -692107.000000 Penalty: 2859.448730
	Iteration 53Q: 3 clusters Score -692107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -692107.000000 Penalty: 2859.448730
	Iteration 54F: 3 clusters Score -692107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -132820.765625 Penalty: 1160.709473
	Iteration 0F: 2 clusters Score -132820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -131181.500000 Penalty: 2321.418945
	Iteration 0F: 3 clusters Score -131181.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -131477.125000 Penalty: 2321.418945
	Iteration 1F: 3 clusters Score -131477.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131588.937500 Penalty: 2321.418945
	Iteration 2F: 3 clusters Score -131588.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131664.031250 Penalty: 2321.418945
	Iteration 3F: 3 clusters Score -131664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131729.984375 Penalty: 2321.418945
	Iteration 4Q: 3 clusters Score -131730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -131772.265625 Penalty: 2321.418945
	Iteration 5Q: 3 clusters Score -131772.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -131820.156250 Penalty: 2321.418945
	Iteration 6Q: 3 clusters Score -131820.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -131867.640625 Penalty: 2321.418945
	Iteration 7Q: 3 clusters Score -131867.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -131923.875000 Penalty: 2321.418945
	Iteration 8Q: 3 clusters Score -131923.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -131985.125000 Penalty: 2321.418945
	Iteration 9Q: 3 clusters Score -131985.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -132040.000000 Penalty: 2321.418945
	Iteration 10Q: 3 clusters Score -132040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132095.859375 Penalty: 2321.418945
	Iteration 11Q: 3 clusters Score -132095.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -132137.500000 Penalty: 2321.418945
	Iteration 12Q: 3 clusters Score -132137.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132172.421875 Penalty: 2321.418945
	Iteration 13Q: 3 clusters Score -132172.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -132199.750000 Penalty: 2321.418945
	Iteration 14Q: 3 clusters Score -132199.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -132213.984375 Penalty: 2321.418945
	Iteration 15Q: 3 clusters Score -132214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -132222.546875 Penalty: 2321.418945
	Iteration 16Q: 3 clusters Score -132222.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132229.828125 Penalty: 2321.418945
	Iteration 17Q: 3 clusters Score -132229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -132234.890625 Penalty: 2321.418945
	Iteration 18Q: 3 clusters Score -132234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132239.000000 Penalty: 2321.418945
	Iteration 19Q: 3 clusters Score -132239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -132243.421875 Penalty: 2321.418945
	Iteration 20F: 3 clusters Score -132243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -132244.000000 Penalty: 2321.418945
	Iteration 21Q: 3 clusters Score -132244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -132244.000000 Penalty: 2321.418945
	Iteration 22F: 3 clusters Score -132244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Entering Unmasked Estep 
Score: -1017387.250000 Penalty: 1503.583984
	Iteration 0F: 2 clusters Score -1017387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1009936.437500 Penalty: 3007.167969
	Iteration 0F: 3 clusters Score -1009936 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1012701.562500 Penalty: 3007.167969
	Iteration 1F: 3 clusters Score -1012702 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1013345.562500 Penalty: 3007.167969
	Iteration 2F: 3 clusters Score -1013346 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1013985.812500 Penalty: 3007.167969
	Iteration 3F: 3 clusters Score -1013986 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1014531.625000 Penalty: 3007.167969
	Iteration 4F: 3 clusters Score -1014532 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1014951.375000 Penalty: 3007.167969
	Iteration 5F: 3 clusters Score -1014951 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1015240.125000 Penalty: 3007.167969
	Iteration 6Q: 3 clusters Score -1015240 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1015549.125000 Penalty: 3007.167969
	Iteration 7Q: 3 clusters Score -1015549 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1015804.687500 Penalty: 3007.167969
	Iteration 8Q: 3 clusters Score -1015805 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1016000.500000 Penalty: 3007.167969
	Iteration 9Q: 3 clusters Score -1016000 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1016133.562500 Penalty: 3007.167969
	Iteration 10Q: 3 clusters Score -1016134 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1016213.125000 Penalty: 3007.167969
	Iteration 11Q: 3 clusters Score -1016213 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1016261.437500 Penalty: 3007.167969
	Iteration 12Q: 3 clusters Score -1016261 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1016294.937500 Penalty: 3007.167969
	Iteration 13Q: 3 clusters Score -1016295 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1016320.562500 Penalty: 3007.167969
	Iteration 14Q: 3 clusters Score -1016321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1016337.500000 Penalty: 3007.167969
	Iteration 15Q: 3 clusters Score -1016338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1016354.687500 Penalty: 3007.167969
	Iteration 16Q: 3 clusters Score -1016355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1016368.437500 Penalty: 3007.167969
	Iteration 17Q: 3 clusters Score -1016368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1016381.562500 Penalty: 3007.167969
	Iteration 18Q: 3 clusters Score -1016382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1016398.250000 Penalty: 3007.167969
	Iteration 19Q: 3 clusters Score -1016398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1016410.187500 Penalty: 3007.167969
	Iteration 20F: 3 clusters Score -1016410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1016421.500000 Penalty: 3007.167969
	Iteration 21Q: 3 clusters Score -1016422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1016432.937500 Penalty: 3007.167969
	Iteration 22Q: 3 clusters Score -1016433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1016448.375000 Penalty: 3007.167969
	Iteration 23Q: 3 clusters Score -1016448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1016464.250000 Penalty: 3007.167969
	Iteration 24Q: 3 clusters Score -1016464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1016488.625000 Penalty: 3007.167969
	Iteration 25Q: 3 clusters Score -1016489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1016510.187500 Penalty: 3007.167969
	Iteration 26Q: 3 clusters Score -1016510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1016539.375000 Penalty: 3007.167969
	Iteration 27Q: 3 clusters Score -1016539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1016562.687500 Penalty: 3007.167969
	Iteration 28Q: 3 clusters Score -1016563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1016582.187500 Penalty: 3007.167969
	Iteration 29Q: 3 clusters Score -1016582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1016613.500000 Penalty: 3007.167969
	Iteration 30Q: 3 clusters Score -1016614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1016645.625000 Penalty: 3007.167969
	Iteration 31Q: 3 clusters Score -1016646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1016677.812500 Penalty: 3007.167969
	Iteration 32Q: 3 clusters Score -1016678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1016709.687500 Penalty: 3007.167969
	Iteration 33Q: 3 clusters Score -1016710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1016737.812500 Penalty: 3007.167969
	Iteration 34Q: 3 clusters Score -1016738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1016765.812500 Penalty: 3007.167969
	Iteration 35Q: 3 clusters Score -1016766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1016788.812500 Penalty: 3007.167969
	Iteration 36Q: 3 clusters Score -1016789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1016804.250000 Penalty: 3007.167969
	Iteration 37Q: 3 clusters Score -1016804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1016811.125000 Penalty: 3007.167969
	Iteration 38Q: 3 clusters Score -1016811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1016818.812500 Penalty: 3007.167969
	Iteration 39Q: 3 clusters Score -1016819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1016831.437500 Penalty: 3007.167969
	Iteration 40F: 3 clusters Score -1016831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1016839.687500 Penalty: 3007.167969
	Iteration 41Q: 3 clusters Score -1016840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1016842.062500 Penalty: 3007.167969
	Iteration 42Q: 3 clusters Score -1016842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1016846.562500 Penalty: 3007.167969
	Iteration 43Q: 3 clusters Score -1016847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1016851.062500 Penalty: 3007.167969
	Iteration 44Q: 3 clusters Score -1016851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1016857.562500 Penalty: 3007.167969
	Iteration 45Q: 3 clusters Score -1016858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1016858.375000 Penalty: 3007.167969
	Iteration 46Q: 3 clusters Score -1016858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1016860.062500 Penalty: 3007.167969
	Iteration 47Q: 3 clusters Score -1016860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1016861.500000 Penalty: 3007.167969
	Iteration 48Q: 3 clusters Score -1016862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1016865.937500 Penalty: 3007.167969
	Iteration 49Q: 3 clusters Score -1016866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1016869.187500 Penalty: 3007.167969
	Iteration 50Q: 3 clusters Score -1016869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1016874.062500 Penalty: 3007.167969
	Iteration 51Q: 3 clusters Score -1016874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1016885.562500 Penalty: 3007.167969
	Iteration 52Q: 3 clusters Score -1016886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1016900.812500 Penalty: 3007.167969
	Iteration 53Q: 3 clusters Score -1016901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1016908.000000 Penalty: 3007.167969
	Iteration 54Q: 3 clusters Score -1016908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1016916.875000 Penalty: 3007.167969
	Iteration 55Q: 3 clusters Score -1016917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1016921.125000 Penalty: 3007.167969
	Iteration 56Q: 3 clusters Score -1016921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1016925.187500 Penalty: 3007.167969
	Iteration 57Q: 3 clusters Score -1016925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1016926.250000 Penalty: 3007.167969
	Iteration 58Q: 3 clusters Score -1016926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1016930.937500 Penalty: 3007.167969
	Iteration 59Q: 3 clusters Score -1016931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1016933.687500 Penalty: 3007.167969
	Iteration 60F: 3 clusters Score -1016934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1016936.000000 Penalty: 3007.167969
	Iteration 61Q: 3 clusters Score -1016936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1016937.750000 Penalty: 3007.167969
	Iteration 62Q: 3 clusters Score -1016938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1016938.875000 Penalty: 3007.167969
	Iteration 63Q: 3 clusters Score -1016939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1016939.687500 Penalty: 3007.167969
	Iteration 64Q: 3 clusters Score -1016940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1016939.937500 Penalty: 3007.167969
	Iteration 65Q: 3 clusters Score -1016940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1016941.750000 Penalty: 3007.167969
	Iteration 66Q: 3 clusters Score -1016942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1016942.312500 Penalty: 3007.167969
	Iteration 67Q: 3 clusters Score -1016942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1016945.062500 Penalty: 3007.167969
	Iteration 68Q: 3 clusters Score -1016945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1016947.187500 Penalty: 3007.167969
	Iteration 69Q: 3 clusters Score -1016947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1016950.500000 Penalty: 3007.167969
	Iteration 70Q: 3 clusters Score -1016950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1016954.312500 Penalty: 3007.167969
	Iteration 71Q: 3 clusters Score -1016954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1016961.250000 Penalty: 3007.167969
	Iteration 72Q: 3 clusters Score -1016961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1016970.000000 Penalty: 3007.167969
	Iteration 73Q: 3 clusters Score -1016970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1016986.750000 Penalty: 3007.167969
	Iteration 74Q: 3 clusters Score -1016987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1016995.437500 Penalty: 3007.167969
	Iteration 75Q: 3 clusters Score -1016995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1016994.562500 Penalty: 3007.167969
	Iteration 76Q: 3 clusters Score -1016995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1016996.437500 Penalty: 3007.167969
	Iteration 77Q: 3 clusters Score -1016996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1016997.812500 Penalty: 3007.167969
	Iteration 78Q: 3 clusters Score -1016998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1016997.187500 Penalty: 3007.167969
	Iteration 79Q: 3 clusters Score -1016997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1016999.875000 Penalty: 3007.167969
	Iteration 80F: 3 clusters Score -1017000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1017000.250000 Penalty: 3007.167969
	Iteration 81Q: 3 clusters Score -1017000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1017000.125000 Penalty: 3007.167969
	Iteration 82Q: 3 clusters Score -1017000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1017000.125000 Penalty: 3007.167969
	Iteration 83F: 3 clusters Score -1017000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -1005331.062500 Penalty: 1482.529175
	Iteration 0F: 2 clusters Score -1005331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -998777.437500 Penalty: 2965.058350
	Iteration 0F: 3 clusters Score -998777.4 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1000868.437500 Penalty: 2965.058350
	Iteration 1F: 3 clusters Score -1000868 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1001136.437500 Penalty: 2965.058350
	Iteration 2F: 3 clusters Score -1001136 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1001410.250000 Penalty: 2965.058350
	Iteration 3F: 3 clusters Score -1001410 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1001685.437500 Penalty: 2965.058350
	Iteration 4F: 3 clusters Score -1001685 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1001976.375000 Penalty: 2965.058350
	Iteration 5F: 3 clusters Score -1001976 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1002290.062500 Penalty: 2965.058350
	Iteration 6F: 3 clusters Score -1002290 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1002627.687500 Penalty: 2965.058350
	Iteration 7F: 3 clusters Score -1002628 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1002979.125000 Penalty: 2965.058350
	Iteration 8Q: 3 clusters Score -1002979 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1003270.687500 Penalty: 2965.058350
	Iteration 9Q: 3 clusters Score -1003271 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1003533.500000 Penalty: 2965.058350
	Iteration 10Q: 3 clusters Score -1003534 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1003728.125000 Penalty: 2965.058350
	Iteration 11Q: 3 clusters Score -1003728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1003840.250000 Penalty: 2965.058350
	Iteration 12Q: 3 clusters Score -1003840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1003913.187500 Penalty: 2965.058350
	Iteration 13Q: 3 clusters Score -1003913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1003945.062500 Penalty: 2965.058350
	Iteration 14Q: 3 clusters Score -1003945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1003969.062500 Penalty: 2965.058350
	Iteration 15Q: 3 clusters Score -1003969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1003987.875000 Penalty: 2965.058350
	Iteration 16Q: 3 clusters Score -1003988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1004008.437500 Penalty: 2965.058350
	Iteration 17Q: 3 clusters Score -1004008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1004031.687500 Penalty: 2965.058350
	Iteration 18Q: 3 clusters Score -1004032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1004047.750000 Penalty: 2965.058350
	Iteration 19Q: 3 clusters Score -1004048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1004059.625000 Penalty: 2965.058350
	Iteration 20F: 3 clusters Score -1004060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1004073.187500 Penalty: 2965.058350
	Iteration 21Q: 3 clusters Score -1004073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1004093.937500 Penalty: 2965.058350
	Iteration 22Q: 3 clusters Score -1004094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1004113.562500 Penalty: 2965.058350
	Iteration 23Q: 3 clusters Score -1004114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1004126.125000 Penalty: 2965.058350
	Iteration 24Q: 3 clusters Score -1004126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1004134.687500 Penalty: 2965.058350
	Iteration 25Q: 3 clusters Score -1004135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1004140.687500 Penalty: 2965.058350
	Iteration 26Q: 3 clusters Score -1004141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1004152.250000 Penalty: 2965.058350
	Iteration 27Q: 3 clusters Score -1004152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1004155.500000 Penalty: 2965.058350
	Iteration 28Q: 3 clusters Score -1004156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1004158.437500 Penalty: 2965.058350
	Iteration 29Q: 3 clusters Score -1004158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1004163.000000 Penalty: 2965.058350
	Iteration 30Q: 3 clusters Score -1004163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1004163.875000 Penalty: 2965.058350
	Iteration 31Q: 3 clusters Score -1004164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1004163.875000 Penalty: 2965.058350
	Iteration 32F: 3 clusters Score -1004164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -300508.937500 Penalty: 1308.187500
	Iteration 0F: 2 clusters Score -300508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -297759.906250 Penalty: 2616.375000
	Iteration 0F: 3 clusters Score -297759.9 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -298704.250000 Penalty: 2616.375000
	Iteration 1F: 3 clusters Score -298704.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -299161.625000 Penalty: 2616.375000
	Iteration 2F: 3 clusters Score -299161.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -299644.968750 Penalty: 2616.375000
	Iteration 3F: 3 clusters Score -299645 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -299887.000000 Penalty: 2616.375000
	Iteration 4F: 3 clusters Score -299887 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -300011.625000 Penalty: 2616.375000
	Iteration 5Q: 3 clusters Score -300011.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -300079.375000 Penalty: 2616.375000
	Iteration 6Q: 3 clusters Score -300079.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -300127.750000 Penalty: 2616.375000
	Iteration 7Q: 3 clusters Score -300127.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -300163.093750 Penalty: 2616.375000
	Iteration 8Q: 3 clusters Score -300163.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -300193.562500 Penalty: 2616.375000
	Iteration 9Q: 3 clusters Score -300193.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -300216.187500 Penalty: 2616.375000
	Iteration 10Q: 3 clusters Score -300216.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -300228.468750 Penalty: 2616.375000
	Iteration 11Q: 3 clusters Score -300228.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -300234.625000 Penalty: 2616.375000
	Iteration 12Q: 3 clusters Score -300234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -300240.687500 Penalty: 2616.375000
	Iteration 13Q: 3 clusters Score -300240.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -300243.031250 Penalty: 2616.375000
	Iteration 14Q: 3 clusters Score -300243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -300243.937500 Penalty: 2616.375000
	Iteration 15Q: 3 clusters Score -300243.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -300247.406250 Penalty: 2616.375000
	Iteration 16Q: 3 clusters Score -300247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -300251.625000 Penalty: 2616.375000
	Iteration 17Q: 3 clusters Score -300251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -300256.750000 Penalty: 2616.375000
	Iteration 18Q: 3 clusters Score -300256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -300262.437500 Penalty: 2616.375000
	Iteration 19Q: 3 clusters Score -300262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -300264.093750 Penalty: 2616.375000
	Iteration 20F: 3 clusters Score -300264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -300269.375000 Penalty: 2616.375000
	Iteration 21Q: 3 clusters Score -300269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -300272.656250 Penalty: 2616.375000
	Iteration 22Q: 3 clusters Score -300272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -300275.312500 Penalty: 2616.375000
	Iteration 23Q: 3 clusters Score -300275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -300276.531250 Penalty: 2616.375000
	Iteration 24Q: 3 clusters Score -300276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -300277.500000 Penalty: 2616.375000
	Iteration 25Q: 3 clusters Score -300277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -300277.218750 Penalty: 2616.375000
	Iteration 26Q: 3 clusters Score -300277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -300277.218750 Penalty: 2616.375000
	Iteration 27F: 3 clusters Score -300277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Entering Unmasked Estep 
Score: -799849.250000 Penalty: 1451.591797
	Iteration 0F: 2 clusters Score -799849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -794294.875000 Penalty: 2903.183594
	Iteration 0F: 3 clusters Score -794294.9 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -795937.125000 Penalty: 2903.183594
	Iteration 1F: 3 clusters Score -795937.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -796141.250000 Penalty: 2903.183594
	Iteration 2F: 3 clusters Score -796141.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -796277.312500 Penalty: 2903.183594
	Iteration 3Q: 3 clusters Score -796277.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -796390.687500 Penalty: 2903.183594
	Iteration 4Q: 3 clusters Score -796390.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -796483.375000 Penalty: 2903.183594
	Iteration 5Q: 3 clusters Score -796483.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -796584.312500 Penalty: 2903.183594
	Iteration 6Q: 3 clusters Score -796584.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -796690.562500 Penalty: 2903.183594
	Iteration 7Q: 3 clusters Score -796690.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -796787.562500 Penalty: 2903.183594
	Iteration 8Q: 3 clusters Score -796787.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -796891.750000 Penalty: 2903.183594
	Iteration 9Q: 3 clusters Score -796891.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -797008.125000 Penalty: 2903.183594
	Iteration 10Q: 3 clusters Score -797008.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -797127.687500 Penalty: 2903.183594
	Iteration 11Q: 3 clusters Score -797127.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -797250.750000 Penalty: 2903.183594
	Iteration 12Q: 3 clusters Score -797250.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -797384.875000 Penalty: 2903.183594
	Iteration 13Q: 3 clusters Score -797384.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -797527.500000 Penalty: 2903.183594
	Iteration 14Q: 3 clusters Score -797527.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -797665.375000 Penalty: 2903.183594
	Iteration 15Q: 3 clusters Score -797665.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -797780.062500 Penalty: 2903.183594
	Iteration 16Q: 3 clusters Score -797780.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -797857.875000 Penalty: 2903.183594
	Iteration 17Q: 3 clusters Score -797857.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -797920.812500 Penalty: 2903.183594
	Iteration 18Q: 3 clusters Score -797920.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -797989.000000 Penalty: 2903.183594
	Iteration 19Q: 3 clusters Score -797989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -798061.000000 Penalty: 2903.183594
	Iteration 20F: 3 clusters Score -798061 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -798133.125000 Penalty: 2903.183594
	Iteration 21Q: 3 clusters Score -798133.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -798183.312500 Penalty: 2903.183594
	Iteration 22Q: 3 clusters Score -798183.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -798221.250000 Penalty: 2903.183594
	Iteration 23Q: 3 clusters Score -798221.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -798253.562500 Penalty: 2903.183594
	Iteration 24Q: 3 clusters Score -798253.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -798286.125000 Penalty: 2903.183594
	Iteration 25Q: 3 clusters Score -798286.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -798325.562500 Penalty: 2903.183594
	Iteration 26Q: 3 clusters Score -798325.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -798351.875000 Penalty: 2903.183594
	Iteration 27Q: 3 clusters Score -798351.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -798375.562500 Penalty: 2903.183594
	Iteration 28Q: 3 clusters Score -798375.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -798400.187500 Penalty: 2903.183594
	Iteration 29Q: 3 clusters Score -798400.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -798422.250000 Penalty: 2903.183594
	Iteration 30Q: 3 clusters Score -798422.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -798438.062500 Penalty: 2903.183594
	Iteration 31Q: 3 clusters Score -798438.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -798451.062500 Penalty: 2903.183594
	Iteration 32Q: 3 clusters Score -798451.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -798468.937500 Penalty: 2903.183594
	Iteration 33Q: 3 clusters Score -798468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -798485.750000 Penalty: 2903.183594
	Iteration 34Q: 3 clusters Score -798485.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -798497.062500 Penalty: 2903.183594
	Iteration 35Q: 3 clusters Score -798497.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -798506.500000 Penalty: 2903.183594
	Iteration 36Q: 3 clusters Score -798506.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -798517.750000 Penalty: 2903.183594
	Iteration 37Q: 3 clusters Score -798517.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -798528.125000 Penalty: 2903.183594
	Iteration 38Q: 3 clusters Score -798528.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -798537.750000 Penalty: 2903.183594
	Iteration 39Q: 3 clusters Score -798537.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -798550.250000 Penalty: 2903.183594
	Iteration 40F: 3 clusters Score -798550.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -798561.437500 Penalty: 2903.183594
	Iteration 41Q: 3 clusters Score -798561.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -798574.187500 Penalty: 2903.183594
	Iteration 42Q: 3 clusters Score -798574.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -798579.812500 Penalty: 2903.183594
	Iteration 43Q: 3 clusters Score -798579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -798584.312500 Penalty: 2903.183594
	Iteration 44Q: 3 clusters Score -798584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -798588.187500 Penalty: 2903.183594
	Iteration 45Q: 3 clusters Score -798588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -798591.125000 Penalty: 2903.183594
	Iteration 46Q: 3 clusters Score -798591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -798594.937500 Penalty: 2903.183594
	Iteration 47Q: 3 clusters Score -798594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -798601.250000 Penalty: 2903.183594
	Iteration 48Q: 3 clusters Score -798601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -798603.562500 Penalty: 2903.183594
	Iteration 49Q: 3 clusters Score -798603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -798603.937500 Penalty: 2903.183594
	Iteration 50Q: 3 clusters Score -798603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -798604.937500 Penalty: 2903.183594
	Iteration 51Q: 3 clusters Score -798604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -798606.000000 Penalty: 2903.183594
	Iteration 52Q: 3 clusters Score -798606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -798606.687500 Penalty: 2903.183594
	Iteration 53Q: 3 clusters Score -798606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -798606.625000 Penalty: 2903.183594
	Iteration 54Q: 3 clusters Score -798606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -798606.625000 Penalty: 2903.183594
	Iteration 55F: 3 clusters Score -798606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Entering Unmasked Estep 
Score: -1070624.250000 Penalty: 1504.732544
	Iteration 0F: 2 clusters Score -1070624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1063076.875000 Penalty: 3009.465088
	Iteration 0F: 3 clusters Score -1063077 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1065669.750000 Penalty: 3009.465088
	Iteration 1F: 3 clusters Score -1065670 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1066038.625000 Penalty: 3009.465088
	Iteration 2F: 3 clusters Score -1066039 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1066437.875000 Penalty: 3009.465088
	Iteration 3F: 3 clusters Score -1066438 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1066818.625000 Penalty: 3009.465088
	Iteration 4F: 3 clusters Score -1066819 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1067179.625000 Penalty: 3009.465088
	Iteration 5F: 3 clusters Score -1067180 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1067519.875000 Penalty: 3009.465088
	Iteration 6F: 3 clusters Score -1067520 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1067797.750000 Penalty: 3009.465088
	Iteration 7Q: 3 clusters Score -1067798 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1068025.625000 Penalty: 3009.465088
	Iteration 8Q: 3 clusters Score -1068026 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1068235.125000 Penalty: 3009.465088
	Iteration 9Q: 3 clusters Score -1068235 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1068433.375000 Penalty: 3009.465088
	Iteration 10Q: 3 clusters Score -1068433 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1068634.625000 Penalty: 3009.465088
	Iteration 11Q: 3 clusters Score -1068635 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1068802.625000 Penalty: 3009.465088
	Iteration 12Q: 3 clusters Score -1068803 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1068919.875000 Penalty: 3009.465088
	Iteration 13Q: 3 clusters Score -1068920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1069008.000000 Penalty: 3009.465088
	Iteration 14Q: 3 clusters Score -1069008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1069084.750000 Penalty: 3009.465088
	Iteration 15Q: 3 clusters Score -1069085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1069134.625000 Penalty: 3009.465088
	Iteration 16Q: 3 clusters Score -1069135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1069179.375000 Penalty: 3009.465088
	Iteration 17Q: 3 clusters Score -1069179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1069217.500000 Penalty: 3009.465088
	Iteration 18Q: 3 clusters Score -1069218 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1069255.875000 Penalty: 3009.465088
	Iteration 19Q: 3 clusters Score -1069256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1069298.000000 Penalty: 3009.465088
	Iteration 20F: 3 clusters Score -1069298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1069329.500000 Penalty: 3009.465088
	Iteration 21Q: 3 clusters Score -1069330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1069353.875000 Penalty: 3009.465088
	Iteration 22Q: 3 clusters Score -1069354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1069376.000000 Penalty: 3009.465088
	Iteration 23Q: 3 clusters Score -1069376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1069392.000000 Penalty: 3009.465088
	Iteration 24Q: 3 clusters Score -1069392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1069406.250000 Penalty: 3009.465088
	Iteration 25Q: 3 clusters Score -1069406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1069415.250000 Penalty: 3009.465088
	Iteration 26Q: 3 clusters Score -1069415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1069420.875000 Penalty: 3009.465088
	Iteration 27Q: 3 clusters Score -1069421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1069431.750000 Penalty: 3009.465088
	Iteration 28Q: 3 clusters Score -1069432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1069434.500000 Penalty: 3009.465088
	Iteration 29Q: 3 clusters Score -1069434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1069439.125000 Penalty: 3009.465088
	Iteration 30Q: 3 clusters Score -1069439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1069442.250000 Penalty: 3009.465088
	Iteration 31Q: 3 clusters Score -1069442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1069445.875000 Penalty: 3009.465088
	Iteration 32Q: 3 clusters Score -1069446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1069451.000000 Penalty: 3009.465088
	Iteration 33Q: 3 clusters Score -1069451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1069454.375000 Penalty: 3009.465088
	Iteration 34Q: 3 clusters Score -1069454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1069458.875000 Penalty: 3009.465088
	Iteration 35Q: 3 clusters Score -1069459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1069468.875000 Penalty: 3009.465088
	Iteration 36Q: 3 clusters Score -1069469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1069482.250000 Penalty: 3009.465088
	Iteration 37Q: 3 clusters Score -1069482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1069498.625000 Penalty: 3009.465088
	Iteration 38Q: 3 clusters Score -1069499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1069519.500000 Penalty: 3009.465088
	Iteration 39Q: 3 clusters Score -1069520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1069546.000000 Penalty: 3009.465088
	Iteration 40F: 3 clusters Score -1069546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1069578.875000 Penalty: 3009.465088
	Iteration 41Q: 3 clusters Score -1069579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1069607.125000 Penalty: 3009.465088
	Iteration 42Q: 3 clusters Score -1069607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1069634.250000 Penalty: 3009.465088
	Iteration 43Q: 3 clusters Score -1069634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1069651.500000 Penalty: 3009.465088
	Iteration 44Q: 3 clusters Score -1069652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1069663.875000 Penalty: 3009.465088
	Iteration 45Q: 3 clusters Score -1069664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1069673.750000 Penalty: 3009.465088
	Iteration 46Q: 3 clusters Score -1069674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1069682.125000 Penalty: 3009.465088
	Iteration 47Q: 3 clusters Score -1069682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1069690.500000 Penalty: 3009.465088
	Iteration 48Q: 3 clusters Score -1069690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1069694.000000 Penalty: 3009.465088
	Iteration 49Q: 3 clusters Score -1069694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1069701.250000 Penalty: 3009.465088
	Iteration 50Q: 3 clusters Score -1069701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1069703.875000 Penalty: 3009.465088
	Iteration 51Q: 3 clusters Score -1069704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1069707.250000 Penalty: 3009.465088
	Iteration 52Q: 3 clusters Score -1069707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1069708.250000 Penalty: 3009.465088
	Iteration 53Q: 3 clusters Score -1069708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1069711.500000 Penalty: 3009.465088
	Iteration 54Q: 3 clusters Score -1069712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1069714.500000 Penalty: 3009.465088
	Iteration 55Q: 3 clusters Score -1069714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1069715.625000 Penalty: 3009.465088
	Iteration 56Q: 3 clusters Score -1069716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1069716.625000 Penalty: 3009.465088
	Iteration 57Q: 3 clusters Score -1069717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1069717.750000 Penalty: 3009.465088
	Iteration 58Q: 3 clusters Score -1069718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1069719.125000 Penalty: 3009.465088
	Iteration 59Q: 3 clusters Score -1069719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1069718.750000 Penalty: 3009.465088
	Iteration 60F: 3 clusters Score -1069719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1069721.875000 Penalty: 3009.465088
	Iteration 61Q: 3 clusters Score -1069722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1069724.250000 Penalty: 3009.465088
	Iteration 62Q: 3 clusters Score -1069724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1069726.250000 Penalty: 3009.465088
	Iteration 63Q: 3 clusters Score -1069726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1069729.125000 Penalty: 3009.465088
	Iteration 64Q: 3 clusters Score -1069729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1069733.000000 Penalty: 3009.465088
	Iteration 65Q: 3 clusters Score -1069733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1069733.875000 Penalty: 3009.465088
	Iteration 66Q: 3 clusters Score -1069734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1069736.000000 Penalty: 3009.465088
	Iteration 67Q: 3 clusters Score -1069736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1069739.000000 Penalty: 3009.465088
	Iteration 68Q: 3 clusters Score -1069739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1069740.125000 Penalty: 3009.465088
	Iteration 69Q: 3 clusters Score -1069740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1069741.000000 Penalty: 3009.465088
	Iteration 70Q: 3 clusters Score -1069741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1069743.250000 Penalty: 3009.465088
	Iteration 71Q: 3 clusters Score -1069743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1069745.000000 Penalty: 3009.465088
	Iteration 72Q: 3 clusters Score -1069745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1069749.125000 Penalty: 3009.465088
	Iteration 73Q: 3 clusters Score -1069749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1069751.000000 Penalty: 3009.465088
	Iteration 74Q: 3 clusters Score -1069751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1069751.250000 Penalty: 3009.465088
	Iteration 75Q: 3 clusters Score -1069751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1069754.125000 Penalty: 3009.465088
	Iteration 76Q: 3 clusters Score -1069754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1069754.875000 Penalty: 3009.465088
	Iteration 77Q: 3 clusters Score -1069755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1069754.125000 Penalty: 3009.465088
	Iteration 78Q: 3 clusters Score -1069754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1069753.250000 Penalty: 3009.465088
	Iteration 79Q: 3 clusters Score -1069753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1069757.500000 Penalty: 3009.465088
	Iteration 80F: 3 clusters Score -1069758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1069756.375000 Penalty: 3009.465088
	Iteration 81Q: 3 clusters Score -1069756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1069756.375000 Penalty: 3009.465088
	Iteration 82F: 3 clusters Score -1069756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -214789.078125 Penalty: 1239.079956
	Iteration 0F: 2 clusters Score -214789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212659.546875 Penalty: 2478.159912
	Iteration 0F: 3 clusters Score -212659.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213156.203125 Penalty: 2478.159912
	Iteration 1F: 3 clusters Score -213156.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213341.859375 Penalty: 2478.159912
	Iteration 2F: 3 clusters Score -213341.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -213474.734375 Penalty: 2478.159912
	Iteration 3F: 3 clusters Score -213474.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -213611.890625 Penalty: 2478.159912
	Iteration 4F: 3 clusters Score -213611.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213761.328125 Penalty: 2478.159912
	Iteration 5F: 3 clusters Score -213761.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -213913.984375 Penalty: 2478.159912
	Iteration 6F: 3 clusters Score -213914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -214003.359375 Penalty: 2478.159912
	Iteration 7Q: 3 clusters Score -214003.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -214072.375000 Penalty: 2478.159912
	Iteration 8Q: 3 clusters Score -214072.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -214107.218750 Penalty: 2478.159912
	Iteration 9Q: 3 clusters Score -214107.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -214131.265625 Penalty: 2478.159912
	Iteration 10Q: 3 clusters Score -214131.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -214153.375000 Penalty: 2478.159912
	Iteration 11Q: 3 clusters Score -214153.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -214177.250000 Penalty: 2478.159912
	Iteration 12Q: 3 clusters Score -214177.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -214188.265625 Penalty: 2478.159912
	Iteration 13Q: 3 clusters Score -214188.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -214199.984375 Penalty: 2478.159912
	Iteration 14Q: 3 clusters Score -214200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -214205.796875 Penalty: 2478.159912
	Iteration 15Q: 3 clusters Score -214205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -214211.437500 Penalty: 2478.159912
	Iteration 16Q: 3 clusters Score -214211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -214214.218750 Penalty: 2478.159912
	Iteration 17Q: 3 clusters Score -214214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -214215.312500 Penalty: 2478.159912
	Iteration 18Q: 3 clusters Score -214215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -214216.156250 Penalty: 2478.159912
	Iteration 19Q: 3 clusters Score -214216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -214215.859375 Penalty: 2478.159912
	Iteration 20F: 3 clusters Score -214215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -214216.718750 Penalty: 2478.159912
	Iteration 21Q: 3 clusters Score -214216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -214217.984375 Penalty: 2478.159912
	Iteration 22Q: 3 clusters Score -214218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -214219.828125 Penalty: 2478.159912
	Iteration 23Q: 3 clusters Score -214219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -214224.546875 Penalty: 2478.159912
	Iteration 24Q: 3 clusters Score -214224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -214226.875000 Penalty: 2478.159912
	Iteration 25Q: 3 clusters Score -214226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -214226.781250 Penalty: 2478.159912
	Iteration 26Q: 3 clusters Score -214226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -214228.906250 Penalty: 2478.159912
	Iteration 27Q: 3 clusters Score -214228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -214229.625000 Penalty: 2478.159912
	Iteration 28Q: 3 clusters Score -214229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -214230.531250 Penalty: 2478.159912
	Iteration 29Q: 3 clusters Score -214230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -214231.031250 Penalty: 2478.159912
	Iteration 30Q: 3 clusters Score -214231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -214231.171875 Penalty: 2478.159912
	Iteration 31Q: 3 clusters Score -214231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -214231.171875 Penalty: 2478.159912
	Iteration 32F: 3 clusters Score -214231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -70903.453125 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -70903.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69615.593750 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -69615.59 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69837.578125 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -69837.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69897.195312 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -69897.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69936.812500 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -69936.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69975.343750 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -69975.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69997.460938 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -69997.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70013.445312 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -70013.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70026.335938 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -70026.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70041.835938 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -70041.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70054.312500 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -70054.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70066.781250 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -70066.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -70073.421875 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -70073.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70076.375000 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -70076.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -70077.781250 Penalty: 2165.518066
	Iteration 13Q: 3 clusters Score -70077.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -70081.382812 Penalty: 2165.518066
	Iteration 14Q: 3 clusters Score -70081.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70085.898438 Penalty: 2165.518066
	Iteration 15Q: 3 clusters Score -70085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -70089.796875 Penalty: 2165.518066
	Iteration 16Q: 3 clusters Score -70089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -70090.781250 Penalty: 2165.518066
	Iteration 17Q: 3 clusters Score -70090.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -70090.781250 Penalty: 2165.518066
	Iteration 18F: 3 clusters Score -70090.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121630 members 
Entering Unmasked Estep 
Score: -13147093.000000 Penalty: 1902.670166
	Iteration 0F: 2 clusters Score -1.314709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -13066996.000000 Penalty: 3805.340332
	Iteration 0F: 3 clusters Score -1.3067e+07 nChanged 58675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -13101130.000000 Penalty: 3805.340332
	Iteration 1F: 3 clusters Score -1.310113e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -13101799.000000 Penalty: 3805.340332
	Iteration 2Q: 3 clusters Score -1.31018e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -13102645.000000 Penalty: 3805.340332
	Iteration 3Q: 3 clusters Score -1.310264e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -13103978.000000 Penalty: 3805.340332
	Iteration 4Q: 3 clusters Score -1.310398e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -13105840.000000 Penalty: 3805.340332
	Iteration 5Q: 3 clusters Score -1.310584e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -13108552.000000 Penalty: 3805.340332
	Iteration 6Q: 3 clusters Score -1.310855e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -13112015.000000 Penalty: 3805.340332
	Iteration 7Q: 3 clusters Score -1.311202e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -13116132.000000 Penalty: 3805.340332
	Iteration 8F: 3 clusters Score -1.311613e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -13120538.000000 Penalty: 3805.340332
	Iteration 9F: 3 clusters Score -1.312054e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -13124671.000000 Penalty: 3805.340332
	Iteration 10F: 3 clusters Score -1.312467e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -13127570.000000 Penalty: 3805.340332
	Iteration 11Q: 3 clusters Score -1.312757e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -13129158.000000 Penalty: 3805.340332
	Iteration 12Q: 3 clusters Score -1.312916e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 87864 members 
Entering Unmasked Estep 
Score: -13130069.000000 Penalty: 3805.340332
	Iteration 13Q: 3 clusters Score -1.313007e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -13130858.000000 Penalty: 3805.340332
	Iteration 14Q: 3 clusters Score -1.313086e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -13131746.000000 Penalty: 3805.340332
	Iteration 15Q: 3 clusters Score -1.313175e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -13132629.000000 Penalty: 3805.340332
	Iteration 16Q: 3 clusters Score -1.313263e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -13133599.000000 Penalty: 3805.340332
	Iteration 17Q: 3 clusters Score -1.31336e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -13134735.000000 Penalty: 3805.340332
	Iteration 18Q: 3 clusters Score -1.313474e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -13135879.000000 Penalty: 3805.340332
	Iteration 19Q: 3 clusters Score -1.313588e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 104149 members 
Entering Unmasked Estep 
Score: -13137137.000000 Penalty: 3805.340332
	Iteration 20F: 3 clusters Score -1.313714e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -13138497.000000 Penalty: 3805.340332
	Iteration 21Q: 3 clusters Score -1.31385e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 109206 members 
Entering Unmasked Estep 
Score: -13139853.000000 Penalty: 3805.340332
	Iteration 22Q: 3 clusters Score -1.313985e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -13141188.000000 Penalty: 3805.340332
	Iteration 23Q: 3 clusters Score -1.314119e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -13142218.000000 Penalty: 3805.340332
	Iteration 24Q: 3 clusters Score -1.314222e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 114978 members 
Entering Unmasked Estep 
Score: -13143043.000000 Penalty: 3805.340332
	Iteration 25Q: 3 clusters Score -1.314304e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -13143745.000000 Penalty: 3805.340332
	Iteration 26Q: 3 clusters Score -1.314374e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 117325 members 
Entering Unmasked Estep 
Score: -13144238.000000 Penalty: 3805.340332
	Iteration 27Q: 3 clusters Score -1.314424e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -13144627.000000 Penalty: 3805.340332
	Iteration 28Q: 3 clusters Score -1.314463e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 118765 members 
Entering Unmasked Estep 
Score: -13144871.000000 Penalty: 3805.340332
	Iteration 29Q: 3 clusters Score -1.314487e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 119240 members 
Entering Unmasked Estep 
Score: -13145053.000000 Penalty: 3805.340332
	Iteration 30Q: 3 clusters Score -1.314505e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
Score: -13145136.000000 Penalty: 3805.340332
	Iteration 31Q: 3 clusters Score -1.314514e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -13145279.000000 Penalty: 3805.340332
	Iteration 32Q: 3 clusters Score -1.314528e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 120094 members 
Entering Unmasked Estep 
Score: -13145338.000000 Penalty: 3805.340332
	Iteration 33Q: 3 clusters Score -1.314534e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 120274 members 
Entering Unmasked Estep 
Score: -13145404.000000 Penalty: 3805.340332
	Iteration 34Q: 3 clusters Score -1.31454e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -13145443.000000 Penalty: 3805.340332
	Iteration 35Q: 3 clusters Score -1.314544e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 120511 members 
Entering Unmasked Estep 
Score: -13145470.000000 Penalty: 3805.340332
	Iteration 36Q: 3 clusters Score -1.314547e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
Score: -13145485.000000 Penalty: 3805.340332
	Iteration 37Q: 3 clusters Score -1.314548e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 120674 members 
Entering Unmasked Estep 
Score: -13145515.000000 Penalty: 3805.340332
	Iteration 38Q: 3 clusters Score -1.314552e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -13145545.000000 Penalty: 3805.340332
	Iteration 39Q: 3 clusters Score -1.314554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 120766 members 
Entering Unmasked Estep 
Score: -13145567.000000 Penalty: 3805.340332
	Iteration 40F: 3 clusters Score -1.314557e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 120803 members 
Entering Unmasked Estep 
Score: -13145591.000000 Penalty: 3805.340332
	Iteration 41Q: 3 clusters Score -1.314559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 120833 members 
Entering Unmasked Estep 
Score: -13145616.000000 Penalty: 3805.340332
	Iteration 42Q: 3 clusters Score -1.314562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 120856 members 
Entering Unmasked Estep 
Score: -13145617.000000 Penalty: 3805.340332
	Iteration 43Q: 3 clusters Score -1.314562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -13145632.000000 Penalty: 3805.340332
	Iteration 44Q: 3 clusters Score -1.314563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -13145631.000000 Penalty: 3805.340332
	Iteration 45Q: 3 clusters Score -1.314563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 120905 members 
Entering Unmasked Estep 
Score: -13145647.000000 Penalty: 3805.340332
	Iteration 46Q: 3 clusters Score -1.314565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 120913 members 
Entering Unmasked Estep 
Score: -13145651.000000 Penalty: 3805.340332
	Iteration 47Q: 3 clusters Score -1.314565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 120918 members 
Entering Unmasked Estep 
Score: -13145639.000000 Penalty: 3805.340332
	Iteration 48Q: 3 clusters Score -1.314564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 120930 members 
Entering Unmasked Estep 
Score: -13145648.000000 Penalty: 3805.340332
	Iteration 49Q: 3 clusters Score -1.314565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -13145643.000000 Penalty: 3805.340332
	Iteration 50Q: 3 clusters Score -1.314564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 120936 members 
Entering Unmasked Estep 
Score: -13145644.000000 Penalty: 3805.340332
	Iteration 51Q: 3 clusters Score -1.314564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 120936 members 
Entering Unmasked Estep 
Score: -13145644.000000 Penalty: 3805.340332
	Iteration 52F: 3 clusters Score -1.314564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Entering Unmasked Estep 
Score: -11178476.000000 Penalty: 1877.696533
	Iteration 0F: 2 clusters Score -1.117848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -11108979.000000 Penalty: 3755.393066
	Iteration 0F: 3 clusters Score -1.110898e+07 nChanged 49933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -11138513.000000 Penalty: 3755.393066
	Iteration 1F: 3 clusters Score -1.113851e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -11139941.000000 Penalty: 3755.393066
	Iteration 2Q: 3 clusters Score -1.113994e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -11142448.000000 Penalty: 3755.393066
	Iteration 3Q: 3 clusters Score -1.114245e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -11146996.000000 Penalty: 3755.393066
	Iteration 4F: 3 clusters Score -1.1147e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -11154626.000000 Penalty: 3755.393066
	Iteration 5F: 3 clusters Score -1.115463e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -11164038.000000 Penalty: 3755.393066
	Iteration 6F: 3 clusters Score -1.116404e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -11171287.000000 Penalty: 3755.393066
	Iteration 7F: 3 clusters Score -1.117129e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -11174649.000000 Penalty: 3755.393066
	Iteration 8Q: 3 clusters Score -1.117465e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -11175923.000000 Penalty: 3755.393066
	Iteration 9Q: 3 clusters Score -1.117592e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 103549 members 
Entering Unmasked Estep 
Score: -11176412.000000 Penalty: 3755.393066
	Iteration 10Q: 3 clusters Score -1.117641e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -11176660.000000 Penalty: 3755.393066
	Iteration 11Q: 3 clusters Score -1.117666e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -11176749.000000 Penalty: 3755.393066
	Iteration 12Q: 3 clusters Score -1.117675e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -11176836.000000 Penalty: 3755.393066
	Iteration 13Q: 3 clusters Score -1.117684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -11176860.000000 Penalty: 3755.393066
	Iteration 14Q: 3 clusters Score -1.117686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 103952 members 
Entering Unmasked Estep 
Score: -11176899.000000 Penalty: 3755.393066
	Iteration 15Q: 3 clusters Score -1.11769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -11176919.000000 Penalty: 3755.393066
	Iteration 16Q: 3 clusters Score -1.117692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -11176902.000000 Penalty: 3755.393066
	Iteration 17Q: 3 clusters Score -1.11769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -11176904.000000 Penalty: 3755.393066
	Iteration 18Q: 3 clusters Score -1.11769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -11176907.000000 Penalty: 3755.393066
	Iteration 19Q: 3 clusters Score -1.117691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -11176902.000000 Penalty: 3755.393066
	Iteration 20F: 3 clusters Score -1.11769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -11176910.000000 Penalty: 3755.393066
	Iteration 21Q: 3 clusters Score -1.117691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 103980 members 
Entering Unmasked Estep 
Score: -11176910.000000 Penalty: 3755.393066
	Iteration 22Q: 3 clusters Score -1.117691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -11176919.000000 Penalty: 3755.393066
	Iteration 23Q: 3 clusters Score -1.117692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -11176919.000000 Penalty: 3755.393066
	Iteration 24Q: 3 clusters Score -1.117692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -11176921.000000 Penalty: 3755.393066
	Iteration 25Q: 3 clusters Score -1.117692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -11176922.000000 Penalty: 3755.393066
	Iteration 26Q: 3 clusters Score -1.117692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -11176922.000000 Penalty: 3755.393066
	Iteration 27F: 3 clusters Score -1.117692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -17329.910156 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -17329.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16637.767578 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -16637.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16798.001953 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -16798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16832.976562 Penalty: 1781.207642
	Iteration 2Q: 3 clusters Score -16832.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16861.177734 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -16861.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16895.164062 Penalty: 1781.207642
	Iteration 4Q: 3 clusters Score -16895.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16897.892578 Penalty: 1781.207642
	Iteration 5Q: 3 clusters Score -16897.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16901.572266 Penalty: 1781.207642
	Iteration 6Q: 3 clusters Score -16901.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16901.572266 Penalty: 1781.207642
	Iteration 7F: 3 clusters Score -16901.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -686401.125000 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -686401.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -681383.812500 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -681383.8 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -682912.187500 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -682912.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -683098.375000 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -683098.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -683214.437500 Penalty: 2862.477051
	Iteration 3Q: 3 clusters Score -683214.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -683307.687500 Penalty: 2862.477051
	Iteration 4Q: 3 clusters Score -683307.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -683390.125000 Penalty: 2862.477051
	Iteration 5Q: 3 clusters Score -683390.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -683493.000000 Penalty: 2862.477051
	Iteration 6Q: 3 clusters Score -683493 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -683600.125000 Penalty: 2862.477051
	Iteration 7Q: 3 clusters Score -683600.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -683727.437500 Penalty: 2862.477051
	Iteration 8Q: 3 clusters Score -683727.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -683880.875000 Penalty: 2862.477051
	Iteration 9Q: 3 clusters Score -683880.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -684046.750000 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -684046.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -684213.500000 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -684213.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -684394.062500 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -684394.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -684588.375000 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -684588.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -684746.437500 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -684746.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -684859.000000 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -684859 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -684953.187500 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -684953.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -685025.750000 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -685025.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -685071.875000 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -685071.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -685114.000000 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -685114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -685149.625000 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -685149.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -685170.125000 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -685170.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -685187.687500 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -685187.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -685201.375000 Penalty: 2862.477051
	Iteration 23Q: 3 clusters Score -685201.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -685215.125000 Penalty: 2862.477051
	Iteration 24Q: 3 clusters Score -685215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -685229.875000 Penalty: 2862.477051
	Iteration 25Q: 3 clusters Score -685229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -685241.062500 Penalty: 2862.477051
	Iteration 26Q: 3 clusters Score -685241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -685247.562500 Penalty: 2862.477051
	Iteration 27Q: 3 clusters Score -685247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -685253.250000 Penalty: 2862.477051
	Iteration 28Q: 3 clusters Score -685253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -685257.312500 Penalty: 2862.477051
	Iteration 29Q: 3 clusters Score -685257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -685262.875000 Penalty: 2862.477051
	Iteration 30Q: 3 clusters Score -685262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -685266.187500 Penalty: 2862.477051
	Iteration 31Q: 3 clusters Score -685266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -685267.250000 Penalty: 2862.477051
	Iteration 32Q: 3 clusters Score -685267.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -685267.250000 Penalty: 2862.477051
	Iteration 33F: 3 clusters Score -685267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Entering Unmasked Estep 
Score: -2008100.125000 Penalty: 1596.049561
	Iteration 0F: 2 clusters Score -2008100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1995626.500000 Penalty: 3192.099121
	Iteration 0F: 3 clusters Score -1995626 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1999962.750000 Penalty: 3192.099121
	Iteration 1F: 3 clusters Score -1999963 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2000331.000000 Penalty: 3192.099121
	Iteration 2F: 3 clusters Score -2000331 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2000719.750000 Penalty: 3192.099121
	Iteration 3F: 3 clusters Score -2000720 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2001229.500000 Penalty: 3192.099121
	Iteration 4F: 3 clusters Score -2001230 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2001861.375000 Penalty: 3192.099121
	Iteration 5F: 3 clusters Score -2001861 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2002611.125000 Penalty: 3192.099121
	Iteration 6F: 3 clusters Score -2002611 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2003566.625000 Penalty: 3192.099121
	Iteration 7F: 3 clusters Score -2003567 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2004633.500000 Penalty: 3192.099121
	Iteration 8F: 3 clusters Score -2004634 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2005683.125000 Penalty: 3192.099121
	Iteration 9Q: 3 clusters Score -2005683 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2006377.750000 Penalty: 3192.099121
	Iteration 10Q: 3 clusters Score -2006378 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2006684.375000 Penalty: 3192.099121
	Iteration 11Q: 3 clusters Score -2006684 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2006817.750000 Penalty: 3192.099121
	Iteration 12Q: 3 clusters Score -2006818 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2006884.625000 Penalty: 3192.099121
	Iteration 13Q: 3 clusters Score -2006885 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2006931.250000 Penalty: 3192.099121
	Iteration 14Q: 3 clusters Score -2006931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2006957.250000 Penalty: 3192.099121
	Iteration 15Q: 3 clusters Score -2006957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2006979.500000 Penalty: 3192.099121
	Iteration 16Q: 3 clusters Score -2006980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2006989.500000 Penalty: 3192.099121
	Iteration 17Q: 3 clusters Score -2006990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2007000.875000 Penalty: 3192.099121
	Iteration 18Q: 3 clusters Score -2007001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2007017.125000 Penalty: 3192.099121
	Iteration 19Q: 3 clusters Score -2007017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2007018.250000 Penalty: 3192.099121
	Iteration 20F: 3 clusters Score -2007018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2007017.000000 Penalty: 3192.099121
	Iteration 21Q: 3 clusters Score -2007017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2007019.375000 Penalty: 3192.099121
	Iteration 22Q: 3 clusters Score -2007019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2007023.375000 Penalty: 3192.099121
	Iteration 23Q: 3 clusters Score -2007023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2007027.125000 Penalty: 3192.099121
	Iteration 24Q: 3 clusters Score -2007027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2007028.125000 Penalty: 3192.099121
	Iteration 25Q: 3 clusters Score -2007028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2007030.875000 Penalty: 3192.099121
	Iteration 26Q: 3 clusters Score -2007031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2007030.500000 Penalty: 3192.099121
	Iteration 27Q: 3 clusters Score -2007030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2007031.125000 Penalty: 3192.099121
	Iteration 28Q: 3 clusters Score -2007031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2007036.875000 Penalty: 3192.099121
	Iteration 29Q: 3 clusters Score -2007037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2007038.000000 Penalty: 3192.099121
	Iteration 30Q: 3 clusters Score -2007038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2007039.250000 Penalty: 3192.099121
	Iteration 31Q: 3 clusters Score -2007039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2007043.500000 Penalty: 3192.099121
	Iteration 32Q: 3 clusters Score -2007044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2007044.750000 Penalty: 3192.099121
	Iteration 33Q: 3 clusters Score -2007045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2007041.625000 Penalty: 3192.099121
	Iteration 34Q: 3 clusters Score -2007042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2007042.500000 Penalty: 3192.099121
	Iteration 35Q: 3 clusters Score -2007042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2007043.375000 Penalty: 3192.099121
	Iteration 36Q: 3 clusters Score -2007043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2007044.375000 Penalty: 3192.099121
	Iteration 37Q: 3 clusters Score -2007044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2007040.500000 Penalty: 3192.099121
	Iteration 38Q: 3 clusters Score -2007040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2007039.125000 Penalty: 3192.099121
	Iteration 39Q: 3 clusters Score -2007039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2007041.500000 Penalty: 3192.099121
	Iteration 40F: 3 clusters Score -2007042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2007041.500000 Penalty: 3192.099121
	Iteration 41Q: 3 clusters Score -2007042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2007041.500000 Penalty: 3192.099121
	Iteration 42F: 3 clusters Score -2007042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (175927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175927 members 
Entering Unmasked Estep 
Score: -18598270.000000 Penalty: 1962.646484
	Iteration 0F: 2 clusters Score -1.859827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -18480548.000000 Penalty: 3925.292969
	Iteration 0F: 3 clusters Score -1.848055e+07 nChanged 85178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -18531988.000000 Penalty: 3925.292969
	Iteration 1F: 3 clusters Score -1.853199e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -18534154.000000 Penalty: 3925.292969
	Iteration 2Q: 3 clusters Score -1.853415e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -18537572.000000 Penalty: 3925.292969
	Iteration 3Q: 3 clusters Score -1.853757e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -18543572.000000 Penalty: 3925.292969
	Iteration 4F: 3 clusters Score -1.854357e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -18552818.000000 Penalty: 3925.292969
	Iteration 5F: 3 clusters Score -1.855282e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -18564184.000000 Penalty: 3925.292969
	Iteration 6F: 3 clusters Score -1.856418e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143735 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -18573876.000000 Penalty: 3925.292969
	Iteration 7F: 3 clusters Score -1.857388e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -18579786.000000 Penalty: 3925.292969
	Iteration 8Q: 3 clusters Score -1.857979e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -18583462.000000 Penalty: 3925.292969
	Iteration 9Q: 3 clusters Score -1.858346e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -18586294.000000 Penalty: 3925.292969
	Iteration 10Q: 3 clusters Score -1.858629e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -18588490.000000 Penalty: 3925.292969
	Iteration 11Q: 3 clusters Score -1.858849e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -18590454.000000 Penalty: 3925.292969
	Iteration 12Q: 3 clusters Score -1.859045e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -18592120.000000 Penalty: 3925.292969
	Iteration 13Q: 3 clusters Score -1.859212e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -18593540.000000 Penalty: 3925.292969
	Iteration 14Q: 3 clusters Score -1.859354e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172215 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -18594564.000000 Penalty: 3925.292969
	Iteration 15Q: 3 clusters Score -1.859456e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -18595384.000000 Penalty: 3925.292969
	Iteration 16Q: 3 clusters Score -1.859538e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174108 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18595870.000000 Penalty: 3925.292969
	Iteration 17Q: 3 clusters Score -1.859587e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174599 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -18596228.000000 Penalty: 3925.292969
	Iteration 18Q: 3 clusters Score -1.859623e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174885 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -18596360.000000 Penalty: 3925.292969
	Iteration 19Q: 3 clusters Score -1.859636e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175077 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18596464.000000 Penalty: 3925.292969
	Iteration 20F: 3 clusters Score -1.859646e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175189 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18596574.000000 Penalty: 3925.292969
	Iteration 21Q: 3 clusters Score -1.859657e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175263 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -18596610.000000 Penalty: 3925.292969
	Iteration 22Q: 3 clusters Score -1.859661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18596632.000000 Penalty: 3925.292969
	Iteration 23Q: 3 clusters Score -1.859663e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -18596660.000000 Penalty: 3925.292969
	Iteration 24Q: 3 clusters Score -1.859666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18596690.000000 Penalty: 3925.292969
	Iteration 25Q: 3 clusters Score -1.859669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18596708.000000 Penalty: 3925.292969
	Iteration 26Q: 3 clusters Score -1.859671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175409 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18596718.000000 Penalty: 3925.292969
	Iteration 27Q: 3 clusters Score -1.859672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -18596720.000000 Penalty: 3925.292969
	Iteration 28Q: 3 clusters Score -1.859672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175423 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18596724.000000 Penalty: 3925.292969
	Iteration 29Q: 3 clusters Score -1.859672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18596724.000000 Penalty: 3925.292969
	Iteration 30Q: 3 clusters Score -1.859672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18596726.000000 Penalty: 3925.292969
	Iteration 31Q: 3 clusters Score -1.859673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175432 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18596740.000000 Penalty: 3925.292969
	Iteration 32Q: 3 clusters Score -1.859674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175437 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18596742.000000 Penalty: 3925.292969
	Iteration 33Q: 3 clusters Score -1.859674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18596746.000000 Penalty: 3925.292969
	Iteration 34Q: 3 clusters Score -1.859675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175445 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18596744.000000 Penalty: 3925.292969
	Iteration 35Q: 3 clusters Score -1.859674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -18596746.000000 Penalty: 3925.292969
	Iteration 36Q: 3 clusters Score -1.859675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -18596746.000000 Penalty: 3925.292969
	Iteration 37F: 3 clusters Score -1.859675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -375014.781250 Penalty: 1323.132568
	Iteration 0F: 2 clusters Score -375014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -372023.031250 Penalty: 2646.265137
	Iteration 0F: 3 clusters Score -372023 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -372750.593750 Penalty: 2646.265137
	Iteration 1F: 3 clusters Score -372750.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -372890.406250 Penalty: 2646.265137
	Iteration 2F: 3 clusters Score -372890.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -372989.437500 Penalty: 2646.265137
	Iteration 3Q: 3 clusters Score -372989.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -373061.437500 Penalty: 2646.265137
	Iteration 4Q: 3 clusters Score -373061.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -373100.906250 Penalty: 2646.265137
	Iteration 5Q: 3 clusters Score -373100.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -373135.156250 Penalty: 2646.265137
	Iteration 6Q: 3 clusters Score -373135.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -373157.875000 Penalty: 2646.265137
	Iteration 7Q: 3 clusters Score -373157.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -373182.250000 Penalty: 2646.265137
	Iteration 8Q: 3 clusters Score -373182.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -373205.156250 Penalty: 2646.265137
	Iteration 9Q: 3 clusters Score -373205.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -373221.750000 Penalty: 2646.265137
	Iteration 10Q: 3 clusters Score -373221.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -373235.250000 Penalty: 2646.265137
	Iteration 11Q: 3 clusters Score -373235.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -373251.343750 Penalty: 2646.265137
	Iteration 12Q: 3 clusters Score -373251.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -373280.625000 Penalty: 2646.265137
	Iteration 13Q: 3 clusters Score -373280.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -373315.500000 Penalty: 2646.265137
	Iteration 14Q: 3 clusters Score -373315.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -373358.593750 Penalty: 2646.265137
	Iteration 15Q: 3 clusters Score -373358.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -373397.250000 Penalty: 2646.265137
	Iteration 16Q: 3 clusters Score -373397.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -373427.062500 Penalty: 2646.265137
	Iteration 17Q: 3 clusters Score -373427.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -373455.875000 Penalty: 2646.265137
	Iteration 18Q: 3 clusters Score -373455.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -373481.781250 Penalty: 2646.265137
	Iteration 19Q: 3 clusters Score -373481.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -373497.500000 Penalty: 2646.265137
	Iteration 20F: 3 clusters Score -373497.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -373512.593750 Penalty: 2646.265137
	Iteration 21Q: 3 clusters Score -373512.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -373519.937500 Penalty: 2646.265137
	Iteration 22Q: 3 clusters Score -373519.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -373532.062500 Penalty: 2646.265137
	Iteration 23Q: 3 clusters Score -373532.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -373550.156250 Penalty: 2646.265137
	Iteration 24Q: 3 clusters Score -373550.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -373568.218750 Penalty: 2646.265137
	Iteration 25Q: 3 clusters Score -373568.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -373584.187500 Penalty: 2646.265137
	Iteration 26Q: 3 clusters Score -373584.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -373601.218750 Penalty: 2646.265137
	Iteration 27Q: 3 clusters Score -373601.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -373614.718750 Penalty: 2646.265137
	Iteration 28Q: 3 clusters Score -373614.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -373626.562500 Penalty: 2646.265137
	Iteration 29Q: 3 clusters Score -373626.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -373640.000000 Penalty: 2646.265137
	Iteration 30Q: 3 clusters Score -373640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -373657.406250 Penalty: 2646.265137
	Iteration 31Q: 3 clusters Score -373657.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -373673.968750 Penalty: 2646.265137
	Iteration 32Q: 3 clusters Score -373674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -373686.406250 Penalty: 2646.265137
	Iteration 33Q: 3 clusters Score -373686.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -373693.562500 Penalty: 2646.265137
	Iteration 34Q: 3 clusters Score -373693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -373696.812500 Penalty: 2646.265137
	Iteration 35Q: 3 clusters Score -373696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -373699.375000 Penalty: 2646.265137
	Iteration 36Q: 3 clusters Score -373699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -373702.843750 Penalty: 2646.265137
	Iteration 37Q: 3 clusters Score -373702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -373705.062500 Penalty: 2646.265137
	Iteration 38Q: 3 clusters Score -373705.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -373710.343750 Penalty: 2646.265137
	Iteration 39Q: 3 clusters Score -373710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -373716.718750 Penalty: 2646.265137
	Iteration 40F: 3 clusters Score -373716.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -373722.968750 Penalty: 2646.265137
	Iteration 41Q: 3 clusters Score -373723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -373729.093750 Penalty: 2646.265137
	Iteration 42Q: 3 clusters Score -373729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -373733.531250 Penalty: 2646.265137
	Iteration 43Q: 3 clusters Score -373733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -373739.437500 Penalty: 2646.265137
	Iteration 44Q: 3 clusters Score -373739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -373743.281250 Penalty: 2646.265137
	Iteration 45Q: 3 clusters Score -373743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -373745.468750 Penalty: 2646.265137
	Iteration 46Q: 3 clusters Score -373745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -373746.437500 Penalty: 2646.265137
	Iteration 47Q: 3 clusters Score -373746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -373749.843750 Penalty: 2646.265137
	Iteration 48Q: 3 clusters Score -373749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -373752.093750 Penalty: 2646.265137
	Iteration 49Q: 3 clusters Score -373752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -373754.812500 Penalty: 2646.265137
	Iteration 50Q: 3 clusters Score -373754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -373757.718750 Penalty: 2646.265137
	Iteration 51Q: 3 clusters Score -373757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -373761.187500 Penalty: 2646.265137
	Iteration 52Q: 3 clusters Score -373761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -373766.593750 Penalty: 2646.265137
	Iteration 53Q: 3 clusters Score -373766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -373768.031250 Penalty: 2646.265137
	Iteration 54Q: 3 clusters Score -373768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -373769.375000 Penalty: 2646.265137
	Iteration 55Q: 3 clusters Score -373769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -373769.375000 Penalty: 2646.265137
	Iteration 56F: 3 clusters Score -373769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -258817.859375 Penalty: 1274.242676
	Iteration 0F: 2 clusters Score -258817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -256340.046875 Penalty: 2548.485352
	Iteration 0F: 3 clusters Score -256340 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -256907.328125 Penalty: 2548.485352
	Iteration 1F: 3 clusters Score -256907.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257062.109375 Penalty: 2548.485352
	Iteration 2F: 3 clusters Score -257062.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -257170.031250 Penalty: 2548.485352
	Iteration 3F: 3 clusters Score -257170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -257320.343750 Penalty: 2548.485352
	Iteration 4Q: 3 clusters Score -257320.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257544.156250 Penalty: 2548.485352
	Iteration 5F: 3 clusters Score -257544.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257754.859375 Penalty: 2548.485352
	Iteration 6F: 3 clusters Score -257754.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -258023.140625 Penalty: 2548.485352
	Iteration 7F: 3 clusters Score -258023.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258285.734375 Penalty: 2548.485352
	Iteration 8F: 3 clusters Score -258285.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -258420.765625 Penalty: 2548.485352
	Iteration 9Q: 3 clusters Score -258420.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -258481.406250 Penalty: 2548.485352
	Iteration 10Q: 3 clusters Score -258481.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -258505.859375 Penalty: 2548.485352
	Iteration 11Q: 3 clusters Score -258505.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258515.125000 Penalty: 2548.485352
	Iteration 12Q: 3 clusters Score -258515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -258522.203125 Penalty: 2548.485352
	Iteration 13Q: 3 clusters Score -258522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -258527.031250 Penalty: 2548.485352
	Iteration 14Q: 3 clusters Score -258527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258529.156250 Penalty: 2548.485352
	Iteration 15Q: 3 clusters Score -258529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258529.156250 Penalty: 2548.485352
	Iteration 16F: 3 clusters Score -258529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10325.818359 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -10325.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9772.767578 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -9772.768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9999.532227 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -9999.532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10167.038086 Penalty: 1705.282837
	Iteration 2F: 3 clusters Score -10167.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10198.548828 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -10198.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10201.181641 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -10201.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10202.216797 Penalty: 1705.282837
	Iteration 5Q: 3 clusters Score -10202.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10202.216797 Penalty: 1705.282837
	Iteration 6F: 3 clusters Score -10202.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Entering Unmasked Estep 
Score: -1293839.000000 Penalty: 1525.900757
	Iteration 0F: 2 clusters Score -1293839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1285478.875000 Penalty: 3051.801514
	Iteration 0F: 3 clusters Score -1285479 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1288234.125000 Penalty: 3051.801514
	Iteration 1F: 3 clusters Score -1288234 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1288465.250000 Penalty: 3051.801514
	Iteration 2F: 3 clusters Score -1288465 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1288666.750000 Penalty: 3051.801514
	Iteration 3Q: 3 clusters Score -1288667 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1288863.125000 Penalty: 3051.801514
	Iteration 4Q: 3 clusters Score -1288863 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1289083.750000 Penalty: 3051.801514
	Iteration 5Q: 3 clusters Score -1289084 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1289344.125000 Penalty: 3051.801514
	Iteration 6Q: 3 clusters Score -1289344 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1289633.000000 Penalty: 3051.801514
	Iteration 7Q: 3 clusters Score -1289633 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1289921.500000 Penalty: 3051.801514
	Iteration 8Q: 3 clusters Score -1289922 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1290200.125000 Penalty: 3051.801514
	Iteration 9Q: 3 clusters Score -1290200 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1290446.375000 Penalty: 3051.801514
	Iteration 10Q: 3 clusters Score -1290446 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1290660.375000 Penalty: 3051.801514
	Iteration 11Q: 3 clusters Score -1290660 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1290858.125000 Penalty: 3051.801514
	Iteration 12Q: 3 clusters Score -1290858 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1291012.500000 Penalty: 3051.801514
	Iteration 13Q: 3 clusters Score -1291012 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1291128.375000 Penalty: 3051.801514
	Iteration 14Q: 3 clusters Score -1291128 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1291205.875000 Penalty: 3051.801514
	Iteration 15Q: 3 clusters Score -1291206 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1291278.500000 Penalty: 3051.801514
	Iteration 16Q: 3 clusters Score -1291278 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1291330.625000 Penalty: 3051.801514
	Iteration 17Q: 3 clusters Score -1291331 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1291372.875000 Penalty: 3051.801514
	Iteration 18Q: 3 clusters Score -1291373 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1291418.750000 Penalty: 3051.801514
	Iteration 19Q: 3 clusters Score -1291419 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1291443.500000 Penalty: 3051.801514
	Iteration 20F: 3 clusters Score -1291444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1291466.500000 Penalty: 3051.801514
	Iteration 21Q: 3 clusters Score -1291466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1291485.750000 Penalty: 3051.801514
	Iteration 22Q: 3 clusters Score -1291486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1291505.000000 Penalty: 3051.801514
	Iteration 23Q: 3 clusters Score -1291505 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1291525.250000 Penalty: 3051.801514
	Iteration 24Q: 3 clusters Score -1291525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1291539.375000 Penalty: 3051.801514
	Iteration 25Q: 3 clusters Score -1291539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1291551.000000 Penalty: 3051.801514
	Iteration 26Q: 3 clusters Score -1291551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1291565.375000 Penalty: 3051.801514
	Iteration 27Q: 3 clusters Score -1291565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1291573.625000 Penalty: 3051.801514
	Iteration 28Q: 3 clusters Score -1291574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1291591.000000 Penalty: 3051.801514
	Iteration 29Q: 3 clusters Score -1291591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1291602.875000 Penalty: 3051.801514
	Iteration 30Q: 3 clusters Score -1291603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1291614.750000 Penalty: 3051.801514
	Iteration 31Q: 3 clusters Score -1291615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1291626.625000 Penalty: 3051.801514
	Iteration 32Q: 3 clusters Score -1291627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1291638.125000 Penalty: 3051.801514
	Iteration 33Q: 3 clusters Score -1291638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1291644.375000 Penalty: 3051.801514
	Iteration 34Q: 3 clusters Score -1291644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1291653.750000 Penalty: 3051.801514
	Iteration 35Q: 3 clusters Score -1291654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1291664.000000 Penalty: 3051.801514
	Iteration 36Q: 3 clusters Score -1291664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1291676.500000 Penalty: 3051.801514
	Iteration 37Q: 3 clusters Score -1291676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1291698.500000 Penalty: 3051.801514
	Iteration 38Q: 3 clusters Score -1291698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1291721.625000 Penalty: 3051.801514
	Iteration 39Q: 3 clusters Score -1291722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1291754.250000 Penalty: 3051.801514
	Iteration 40F: 3 clusters Score -1291754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1291770.250000 Penalty: 3051.801514
	Iteration 41Q: 3 clusters Score -1291770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1291784.625000 Penalty: 3051.801514
	Iteration 42Q: 3 clusters Score -1291785 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1291803.375000 Penalty: 3051.801514
	Iteration 43Q: 3 clusters Score -1291803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1291820.000000 Penalty: 3051.801514
	Iteration 44Q: 3 clusters Score -1291820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1291836.125000 Penalty: 3051.801514
	Iteration 45Q: 3 clusters Score -1291836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1291857.500000 Penalty: 3051.801514
	Iteration 46Q: 3 clusters Score -1291858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1291874.625000 Penalty: 3051.801514
	Iteration 47Q: 3 clusters Score -1291875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1291895.250000 Penalty: 3051.801514
	Iteration 48Q: 3 clusters Score -1291895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1291917.375000 Penalty: 3051.801514
	Iteration 49Q: 3 clusters Score -1291917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1291944.250000 Penalty: 3051.801514
	Iteration 50Q: 3 clusters Score -1291944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1291963.625000 Penalty: 3051.801514
	Iteration 51Q: 3 clusters Score -1291964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1291992.375000 Penalty: 3051.801514
	Iteration 52Q: 3 clusters Score -1291992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1292005.750000 Penalty: 3051.801514
	Iteration 53Q: 3 clusters Score -1292006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1292021.750000 Penalty: 3051.801514
	Iteration 54Q: 3 clusters Score -1292022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1292027.875000 Penalty: 3051.801514
	Iteration 55Q: 3 clusters Score -1292028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1292042.000000 Penalty: 3051.801514
	Iteration 56Q: 3 clusters Score -1292042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1292056.000000 Penalty: 3051.801514
	Iteration 57Q: 3 clusters Score -1292056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1292073.000000 Penalty: 3051.801514
	Iteration 58Q: 3 clusters Score -1292073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1292091.250000 Penalty: 3051.801514
	Iteration 59Q: 3 clusters Score -1292091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1292102.000000 Penalty: 3051.801514
	Iteration 60F: 3 clusters Score -1292102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1292119.250000 Penalty: 3051.801514
	Iteration 61Q: 3 clusters Score -1292119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1292136.125000 Penalty: 3051.801514
	Iteration 62Q: 3 clusters Score -1292136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1292158.125000 Penalty: 3051.801514
	Iteration 63Q: 3 clusters Score -1292158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1292180.000000 Penalty: 3051.801514
	Iteration 64Q: 3 clusters Score -1292180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1292207.000000 Penalty: 3051.801514
	Iteration 65Q: 3 clusters Score -1292207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1292234.500000 Penalty: 3051.801514
	Iteration 66Q: 3 clusters Score -1292234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1292269.250000 Penalty: 3051.801514
	Iteration 67Q: 3 clusters Score -1292269 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1292297.250000 Penalty: 3051.801514
	Iteration 68Q: 3 clusters Score -1292297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1292316.500000 Penalty: 3051.801514
	Iteration 69Q: 3 clusters Score -1292316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1292337.000000 Penalty: 3051.801514
	Iteration 70Q: 3 clusters Score -1292337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1292355.500000 Penalty: 3051.801514
	Iteration 71Q: 3 clusters Score -1292356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1292377.125000 Penalty: 3051.801514
	Iteration 72Q: 3 clusters Score -1292377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1292394.500000 Penalty: 3051.801514
	Iteration 73Q: 3 clusters Score -1292394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1292411.125000 Penalty: 3051.801514
	Iteration 74Q: 3 clusters Score -1292411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1292431.250000 Penalty: 3051.801514
	Iteration 75Q: 3 clusters Score -1292431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1292441.375000 Penalty: 3051.801514
	Iteration 76Q: 3 clusters Score -1292441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1292452.750000 Penalty: 3051.801514
	Iteration 77Q: 3 clusters Score -1292453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1292459.750000 Penalty: 3051.801514
	Iteration 78Q: 3 clusters Score -1292460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1292460.000000 Penalty: 3051.801514
	Iteration 79Q: 3 clusters Score -1292460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1292467.500000 Penalty: 3051.801514
	Iteration 80F: 3 clusters Score -1292468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1292470.000000 Penalty: 3051.801514
	Iteration 81Q: 3 clusters Score -1292470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1292473.375000 Penalty: 3051.801514
	Iteration 82Q: 3 clusters Score -1292473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1292476.250000 Penalty: 3051.801514
	Iteration 83Q: 3 clusters Score -1292476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1292480.500000 Penalty: 3051.801514
	Iteration 84Q: 3 clusters Score -1292480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1292488.000000 Penalty: 3051.801514
	Iteration 85Q: 3 clusters Score -1292488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1292490.000000 Penalty: 3051.801514
	Iteration 86Q: 3 clusters Score -1292490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1292493.500000 Penalty: 3051.801514
	Iteration 87Q: 3 clusters Score -1292494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1292500.000000 Penalty: 3051.801514
	Iteration 88Q: 3 clusters Score -1292500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1292504.375000 Penalty: 3051.801514
	Iteration 89Q: 3 clusters Score -1292504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1292507.125000 Penalty: 3051.801514
	Iteration 90Q: 3 clusters Score -1292507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1292513.375000 Penalty: 3051.801514
	Iteration 91Q: 3 clusters Score -1292513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1292520.375000 Penalty: 3051.801514
	Iteration 92Q: 3 clusters Score -1292520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1292522.625000 Penalty: 3051.801514
	Iteration 93Q: 3 clusters Score -1292523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1292527.375000 Penalty: 3051.801514
	Iteration 94Q: 3 clusters Score -1292527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1292529.625000 Penalty: 3051.801514
	Iteration 95Q: 3 clusters Score -1292530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1292532.125000 Penalty: 3051.801514
	Iteration 96Q: 3 clusters Score -1292532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1292538.250000 Penalty: 3051.801514
	Iteration 97Q: 3 clusters Score -1292538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1292541.125000 Penalty: 3051.801514
	Iteration 98Q: 3 clusters Score -1292541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1292544.500000 Penalty: 3051.801514
	Iteration 99Q: 3 clusters Score -1292544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1292543.750000 Penalty: 3051.801514
	Iteration 100F: 3 clusters Score -1292544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1292547.000000 Penalty: 3051.801514
	Iteration 101Q: 3 clusters Score -1292547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1292548.375000 Penalty: 3051.801514
	Iteration 102Q: 3 clusters Score -1292548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1292549.375000 Penalty: 3051.801514
	Iteration 103Q: 3 clusters Score -1292549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1292551.875000 Penalty: 3051.801514
	Iteration 104Q: 3 clusters Score -1292552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1292554.500000 Penalty: 3051.801514
	Iteration 105Q: 3 clusters Score -1292554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1292554.625000 Penalty: 3051.801514
	Iteration 106Q: 3 clusters Score -1292555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1292554.125000 Penalty: 3051.801514
	Iteration 107Q: 3 clusters Score -1292554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1292554.625000 Penalty: 3051.801514
	Iteration 108Q: 3 clusters Score -1292555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1292556.125000 Penalty: 3051.801514
	Iteration 109Q: 3 clusters Score -1292556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1292556.125000 Penalty: 3051.801514
	Iteration 110F: 3 clusters Score -1292556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -157100.562500 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -157100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -155297.328125 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -155297.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -155738.312500 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -155738.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -155917.265625 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -155917.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -156050.843750 Penalty: 2397.771729
	Iteration 3F: 3 clusters Score -156050.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -156144.843750 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -156144.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -156229.703125 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -156229.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -156283.531250 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -156283.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -156336.609375 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -156336.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -156386.562500 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -156386.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -156436.562500 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -156436.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -156465.390625 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -156465.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156490.593750 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -156490.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -156511.140625 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -156511.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -156528.171875 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -156528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156547.875000 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -156547.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156562.406250 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -156562.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -156572.140625 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -156572.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -156590.031250 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -156590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -156605.703125 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -156605.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -156631.234375 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -156631.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156657.250000 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -156657.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -156673.078125 Penalty: 2397.771729
	Iteration 21Q: 3 clusters Score -156673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -156691.750000 Penalty: 2397.771729
	Iteration 22Q: 3 clusters Score -156691.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -156707.812500 Penalty: 2397.771729
	Iteration 23Q: 3 clusters Score -156707.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -156726.406250 Penalty: 2397.771729
	Iteration 24Q: 3 clusters Score -156726.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -156746.078125 Penalty: 2397.771729
	Iteration 25Q: 3 clusters Score -156746.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -156769.421875 Penalty: 2397.771729
	Iteration 26Q: 3 clusters Score -156769.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156783.328125 Penalty: 2397.771729
	Iteration 27Q: 3 clusters Score -156783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156788.062500 Penalty: 2397.771729
	Iteration 28Q: 3 clusters Score -156788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -156791.859375 Penalty: 2397.771729
	Iteration 29Q: 3 clusters Score -156791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -156793.656250 Penalty: 2397.771729
	Iteration 30Q: 3 clusters Score -156793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -156795.421875 Penalty: 2397.771729
	Iteration 31Q: 3 clusters Score -156795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156799.187500 Penalty: 2397.771729
	Iteration 32Q: 3 clusters Score -156799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -156804.484375 Penalty: 2397.771729
	Iteration 33Q: 3 clusters Score -156804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -156812.031250 Penalty: 2397.771729
	Iteration 34Q: 3 clusters Score -156812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -156820.015625 Penalty: 2397.771729
	Iteration 35Q: 3 clusters Score -156820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -156831.421875 Penalty: 2397.771729
	Iteration 36Q: 3 clusters Score -156831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -156839.671875 Penalty: 2397.771729
	Iteration 37Q: 3 clusters Score -156839.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -156846.203125 Penalty: 2397.771729
	Iteration 38Q: 3 clusters Score -156846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -156850.312500 Penalty: 2397.771729
	Iteration 39Q: 3 clusters Score -156850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -156852.437500 Penalty: 2397.771729
	Iteration 40F: 3 clusters Score -156852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -156854.281250 Penalty: 2397.771729
	Iteration 41Q: 3 clusters Score -156854.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -156854.281250 Penalty: 2397.771729
	Iteration 42F: 3 clusters Score -156854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -59860.363281 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -59860.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58616.753906 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -58616.75 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58809.484375 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -58809.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58902.144531 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -58902.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -58956.500000 Penalty: 2134.168457
	Iteration 3Q: 3 clusters Score -58956.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59000.933594 Penalty: 2134.168457
	Iteration 4Q: 3 clusters Score -59000.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59046.855469 Penalty: 2134.168457
	Iteration 5Q: 3 clusters Score -59046.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59078.523438 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -59078.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59108.308594 Penalty: 2134.168457
	Iteration 7Q: 3 clusters Score -59108.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59147.785156 Penalty: 2134.168457
	Iteration 8Q: 3 clusters Score -59147.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -59185.710938 Penalty: 2134.168457
	Iteration 9Q: 3 clusters Score -59185.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -59235.417969 Penalty: 2134.168457
	Iteration 10Q: 3 clusters Score -59235.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59283.875000 Penalty: 2134.168457
	Iteration 11Q: 3 clusters Score -59283.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59315.417969 Penalty: 2134.168457
	Iteration 12Q: 3 clusters Score -59315.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59322.941406 Penalty: 2134.168457
	Iteration 13Q: 3 clusters Score -59322.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -59326.433594 Penalty: 2134.168457
	Iteration 14Q: 3 clusters Score -59326.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59326.914062 Penalty: 2134.168457
	Iteration 15Q: 3 clusters Score -59326.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59331.175781 Penalty: 2134.168457
	Iteration 16F: 3 clusters Score -59331.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59355.832031 Penalty: 2134.168457
	Iteration 17Q: 3 clusters Score -59355.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59375.386719 Penalty: 2134.168457
	Iteration 18Q: 3 clusters Score -59375.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59376.570312 Penalty: 2134.168457
	Iteration 19Q: 3 clusters Score -59376.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59376.707031 Penalty: 2134.168457
	Iteration 20F: 3 clusters Score -59376.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -59377.019531 Penalty: 2134.168457
	Iteration 21Q: 3 clusters Score -59377.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -59378.898438 Penalty: 2134.168457
	Iteration 22Q: 3 clusters Score -59378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59384.761719 Penalty: 2134.168457
	Iteration 23Q: 3 clusters Score -59384.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59385.011719 Penalty: 2134.168457
	Iteration 24Q: 3 clusters Score -59385.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59385.011719 Penalty: 2134.168457
	Iteration 25F: 3 clusters Score -59385.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Entering Unmasked Estep 
Score: -1509646.375000 Penalty: 1549.547974
	Iteration 0F: 2 clusters Score -1509646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1499991.250000 Penalty: 3099.095947
	Iteration 0F: 3 clusters Score -1499991 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1503390.875000 Penalty: 3099.095947
	Iteration 1F: 3 clusters Score -1503391 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1503629.625000 Penalty: 3099.095947
	Iteration 2F: 3 clusters Score -1503630 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1503807.375000 Penalty: 3099.095947
	Iteration 3Q: 3 clusters Score -1503807 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1503967.750000 Penalty: 3099.095947
	Iteration 4Q: 3 clusters Score -1503968 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1504118.000000 Penalty: 3099.095947
	Iteration 5Q: 3 clusters Score -1504118 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1504264.000000 Penalty: 3099.095947
	Iteration 6Q: 3 clusters Score -1504264 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1504410.125000 Penalty: 3099.095947
	Iteration 7Q: 3 clusters Score -1504410 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1504559.500000 Penalty: 3099.095947
	Iteration 8Q: 3 clusters Score -1504560 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1504717.250000 Penalty: 3099.095947
	Iteration 9Q: 3 clusters Score -1504717 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1504904.125000 Penalty: 3099.095947
	Iteration 10Q: 3 clusters Score -1504904 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1505130.625000 Penalty: 3099.095947
	Iteration 11Q: 3 clusters Score -1505131 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1505365.375000 Penalty: 3099.095947
	Iteration 12Q: 3 clusters Score -1505365 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1505645.375000 Penalty: 3099.095947
	Iteration 13Q: 3 clusters Score -1505645 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1505934.000000 Penalty: 3099.095947
	Iteration 14Q: 3 clusters Score -1505934 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1506172.125000 Penalty: 3099.095947
	Iteration 15Q: 3 clusters Score -1506172 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1506375.000000 Penalty: 3099.095947
	Iteration 16Q: 3 clusters Score -1506375 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1506518.625000 Penalty: 3099.095947
	Iteration 17Q: 3 clusters Score -1506519 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1506603.750000 Penalty: 3099.095947
	Iteration 18Q: 3 clusters Score -1506604 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1506656.625000 Penalty: 3099.095947
	Iteration 19Q: 3 clusters Score -1506657 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1506697.500000 Penalty: 3099.095947
	Iteration 20F: 3 clusters Score -1506698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1506728.250000 Penalty: 3099.095947
	Iteration 21Q: 3 clusters Score -1506728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1506750.500000 Penalty: 3099.095947
	Iteration 22Q: 3 clusters Score -1506750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1506765.125000 Penalty: 3099.095947
	Iteration 23Q: 3 clusters Score -1506765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1506776.750000 Penalty: 3099.095947
	Iteration 24Q: 3 clusters Score -1506777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1506793.125000 Penalty: 3099.095947
	Iteration 25Q: 3 clusters Score -1506793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1506803.750000 Penalty: 3099.095947
	Iteration 26Q: 3 clusters Score -1506804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1506810.625000 Penalty: 3099.095947
	Iteration 27Q: 3 clusters Score -1506811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1506827.625000 Penalty: 3099.095947
	Iteration 28Q: 3 clusters Score -1506828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1506836.500000 Penalty: 3099.095947
	Iteration 29Q: 3 clusters Score -1506836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1506849.750000 Penalty: 3099.095947
	Iteration 30Q: 3 clusters Score -1506850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1506865.375000 Penalty: 3099.095947
	Iteration 31Q: 3 clusters Score -1506865 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1506874.000000 Penalty: 3099.095947
	Iteration 32Q: 3 clusters Score -1506874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1506888.625000 Penalty: 3099.095947
	Iteration 33Q: 3 clusters Score -1506889 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1506898.875000 Penalty: 3099.095947
	Iteration 34Q: 3 clusters Score -1506899 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1506916.000000 Penalty: 3099.095947
	Iteration 35Q: 3 clusters Score -1506916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1506926.875000 Penalty: 3099.095947
	Iteration 36Q: 3 clusters Score -1506927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1506944.375000 Penalty: 3099.095947
	Iteration 37Q: 3 clusters Score -1506944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1506960.125000 Penalty: 3099.095947
	Iteration 38Q: 3 clusters Score -1506960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1506977.375000 Penalty: 3099.095947
	Iteration 39Q: 3 clusters Score -1506977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1507001.875000 Penalty: 3099.095947
	Iteration 40F: 3 clusters Score -1507002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1507015.125000 Penalty: 3099.095947
	Iteration 41Q: 3 clusters Score -1507015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1507034.500000 Penalty: 3099.095947
	Iteration 42Q: 3 clusters Score -1507034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1507051.625000 Penalty: 3099.095947
	Iteration 43Q: 3 clusters Score -1507052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1507058.750000 Penalty: 3099.095947
	Iteration 44Q: 3 clusters Score -1507059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1507077.125000 Penalty: 3099.095947
	Iteration 45Q: 3 clusters Score -1507077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1507089.375000 Penalty: 3099.095947
	Iteration 46Q: 3 clusters Score -1507089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1507096.500000 Penalty: 3099.095947
	Iteration 47Q: 3 clusters Score -1507096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1507110.250000 Penalty: 3099.095947
	Iteration 48Q: 3 clusters Score -1507110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1507116.250000 Penalty: 3099.095947
	Iteration 49Q: 3 clusters Score -1507116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1507123.375000 Penalty: 3099.095947
	Iteration 50Q: 3 clusters Score -1507123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1507122.750000 Penalty: 3099.095947
	Iteration 51Q: 3 clusters Score -1507123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1507128.125000 Penalty: 3099.095947
	Iteration 52Q: 3 clusters Score -1507128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1507128.125000 Penalty: 3099.095947
	Iteration 53Q: 3 clusters Score -1507128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1507130.500000 Penalty: 3099.095947
	Iteration 54Q: 3 clusters Score -1507130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1507137.000000 Penalty: 3099.095947
	Iteration 55Q: 3 clusters Score -1507137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1507140.625000 Penalty: 3099.095947
	Iteration 56Q: 3 clusters Score -1507141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1507141.500000 Penalty: 3099.095947
	Iteration 57Q: 3 clusters Score -1507142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1507147.125000 Penalty: 3099.095947
	Iteration 58Q: 3 clusters Score -1507147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1507144.750000 Penalty: 3099.095947
	Iteration 59Q: 3 clusters Score -1507145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1507150.750000 Penalty: 3099.095947
	Iteration 60F: 3 clusters Score -1507151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1507160.250000 Penalty: 3099.095947
	Iteration 61Q: 3 clusters Score -1507160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1507162.250000 Penalty: 3099.095947
	Iteration 62Q: 3 clusters Score -1507162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1507164.125000 Penalty: 3099.095947
	Iteration 63Q: 3 clusters Score -1507164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1507168.000000 Penalty: 3099.095947
	Iteration 64Q: 3 clusters Score -1507168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1507169.125000 Penalty: 3099.095947
	Iteration 65Q: 3 clusters Score -1507169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1507172.625000 Penalty: 3099.095947
	Iteration 66Q: 3 clusters Score -1507173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1507167.625000 Penalty: 3099.095947
	Iteration 67Q: 3 clusters Score -1507168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1507173.875000 Penalty: 3099.095947
	Iteration 68Q: 3 clusters Score -1507174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1507177.250000 Penalty: 3099.095947
	Iteration 69Q: 3 clusters Score -1507177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1507183.125000 Penalty: 3099.095947
	Iteration 70Q: 3 clusters Score -1507183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1507181.625000 Penalty: 3099.095947
	Iteration 71Q: 3 clusters Score -1507182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1507181.875000 Penalty: 3099.095947
	Iteration 72Q: 3 clusters Score -1507182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1507183.750000 Penalty: 3099.095947
	Iteration 73Q: 3 clusters Score -1507184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1507186.125000 Penalty: 3099.095947
	Iteration 74Q: 3 clusters Score -1507186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1507188.125000 Penalty: 3099.095947
	Iteration 75Q: 3 clusters Score -1507188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1507192.250000 Penalty: 3099.095947
	Iteration 76Q: 3 clusters Score -1507192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1507193.250000 Penalty: 3099.095947
	Iteration 77Q: 3 clusters Score -1507193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1507191.500000 Penalty: 3099.095947
	Iteration 78Q: 3 clusters Score -1507192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1507194.000000 Penalty: 3099.095947
	Iteration 79Q: 3 clusters Score -1507194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1507197.625000 Penalty: 3099.095947
	Iteration 80F: 3 clusters Score -1507198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1507198.125000 Penalty: 3099.095947
	Iteration 81Q: 3 clusters Score -1507198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1507197.500000 Penalty: 3099.095947
	Iteration 82Q: 3 clusters Score -1507198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1507199.875000 Penalty: 3099.095947
	Iteration 83Q: 3 clusters Score -1507200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1507198.000000 Penalty: 3099.095947
	Iteration 84Q: 3 clusters Score -1507198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1507197.250000 Penalty: 3099.095947
	Iteration 85Q: 3 clusters Score -1507197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1507197.375000 Penalty: 3099.095947
	Iteration 86Q: 3 clusters Score -1507197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1507196.875000 Penalty: 3099.095947
	Iteration 87Q: 3 clusters Score -1507197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1507199.500000 Penalty: 3099.095947
	Iteration 88Q: 3 clusters Score -1507200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1507199.375000 Penalty: 3099.095947
	Iteration 89Q: 3 clusters Score -1507199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1507200.125000 Penalty: 3099.095947
	Iteration 90Q: 3 clusters Score -1507200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1507203.000000 Penalty: 3099.095947
	Iteration 91Q: 3 clusters Score -1507203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1507201.000000 Penalty: 3099.095947
	Iteration 92Q: 3 clusters Score -1507201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1507202.125000 Penalty: 3099.095947
	Iteration 93Q: 3 clusters Score -1507202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1507202.500000 Penalty: 3099.095947
	Iteration 94Q: 3 clusters Score -1507202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1507201.625000 Penalty: 3099.095947
	Iteration 95Q: 3 clusters Score -1507202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1507199.250000 Penalty: 3099.095947
	Iteration 96Q: 3 clusters Score -1507199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1507201.125000 Penalty: 3099.095947
	Iteration 97Q: 3 clusters Score -1507201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1507198.125000 Penalty: 3099.095947
	Iteration 98Q: 3 clusters Score -1507198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1507197.750000 Penalty: 3099.095947
	Iteration 99Q: 3 clusters Score -1507198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1507199.875000 Penalty: 3099.095947
	Iteration 100F: 3 clusters Score -1507200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1507202.000000 Penalty: 3099.095947
	Iteration 101Q: 3 clusters Score -1507202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1507202.500000 Penalty: 3099.095947
	Iteration 102Q: 3 clusters Score -1507202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1507200.875000 Penalty: 3099.095947
	Iteration 103Q: 3 clusters Score -1507201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1507200.875000 Penalty: 3099.095947
	Iteration 104Q: 3 clusters Score -1507201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1507201.625000 Penalty: 3099.095947
	Iteration 105Q: 3 clusters Score -1507202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1507201.625000 Penalty: 3099.095947
	Iteration 106F: 3 clusters Score -1507202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -21360.847656 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -21360.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20553.140625 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -20553.14 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20785.347656 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -20785.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20991.898438 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -20991.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21078.613281 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -21078.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21135.353516 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -21135.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21157.541016 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -21157.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21173.656250 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -21173.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21173.656250 Penalty: 1855.888672
	Iteration 7F: 3 clusters Score -21173.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (179608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Entering Unmasked Estep 
Score: -19454294.000000 Penalty: 1966.011353
	Iteration 0F: 2 clusters Score -1.945429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -19355742.000000 Penalty: 3932.022705
	Iteration 0F: 3 clusters Score -1.935574e+07 nChanged 87264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -19406764.000000 Penalty: 3932.022705
	Iteration 1F: 3 clusters Score -1.940676e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -19407392.000000 Penalty: 3932.022705
	Iteration 2Q: 3 clusters Score -1.940739e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -19408216.000000 Penalty: 3932.022705
	Iteration 3Q: 3 clusters Score -1.940822e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -19409420.000000 Penalty: 3932.022705
	Iteration 4Q: 3 clusters Score -1.940942e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -19411120.000000 Penalty: 3932.022705
	Iteration 5Q: 3 clusters Score -1.941112e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -19414286.000000 Penalty: 3932.022705
	Iteration 6Q: 3 clusters Score -1.941429e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -19419530.000000 Penalty: 3932.022705
	Iteration 7F: 3 clusters Score -1.941953e+07 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117222 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -19426498.000000 Penalty: 3932.022705
	Iteration 8F: 3 clusters Score -1.94265e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -19433714.000000 Penalty: 3932.022705
	Iteration 9F: 3 clusters Score -1.943371e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -19439370.000000 Penalty: 3932.022705
	Iteration 10F: 3 clusters Score -1.943937e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122945 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -19441278.000000 Penalty: 3932.022705
	Iteration 11Q: 3 clusters Score -1.944128e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -19441822.000000 Penalty: 3932.022705
	Iteration 12Q: 3 clusters Score -1.944182e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -19441960.000000 Penalty: 3932.022705
	Iteration 13Q: 3 clusters Score -1.944196e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117677 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -19442088.000000 Penalty: 3932.022705
	Iteration 14Q: 3 clusters Score -1.944209e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115508 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -19442382.000000 Penalty: 3932.022705
	Iteration 15Q: 3 clusters Score -1.944238e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -19442588.000000 Penalty: 3932.022705
	Iteration 16Q: 3 clusters Score -1.944259e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -19442968.000000 Penalty: 3932.022705
	Iteration 17Q: 3 clusters Score -1.944297e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108566 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -19443328.000000 Penalty: 3932.022705
	Iteration 18Q: 3 clusters Score -1.944333e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -19443732.000000 Penalty: 3932.022705
	Iteration 19Q: 3 clusters Score -1.944373e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -19444200.000000 Penalty: 3932.022705
	Iteration 20F: 3 clusters Score -1.94442e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -19444650.000000 Penalty: 3932.022705
	Iteration 21Q: 3 clusters Score -1.944465e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -19445056.000000 Penalty: 3932.022705
	Iteration 22Q: 3 clusters Score -1.944506e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -19445388.000000 Penalty: 3932.022705
	Iteration 23Q: 3 clusters Score -1.944539e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -19445840.000000 Penalty: 3932.022705
	Iteration 24Q: 3 clusters Score -1.944584e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -19446146.000000 Penalty: 3932.022705
	Iteration 25Q: 3 clusters Score -1.944615e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -19446528.000000 Penalty: 3932.022705
	Iteration 26Q: 3 clusters Score -1.944653e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -19447016.000000 Penalty: 3932.022705
	Iteration 27Q: 3 clusters Score -1.944702e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -19447390.000000 Penalty: 3932.022705
	Iteration 28Q: 3 clusters Score -1.944739e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -19447690.000000 Penalty: 3932.022705
	Iteration 29Q: 3 clusters Score -1.944769e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -19448154.000000 Penalty: 3932.022705
	Iteration 30Q: 3 clusters Score -1.944815e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -19448636.000000 Penalty: 3932.022705
	Iteration 31Q: 3 clusters Score -1.944864e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -19449472.000000 Penalty: 3932.022705
	Iteration 32Q: 3 clusters Score -1.944947e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -19450420.000000 Penalty: 3932.022705
	Iteration 33Q: 3 clusters Score -1.945042e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -19452138.000000 Penalty: 3932.022705
	Iteration 34Q: 3 clusters Score -1.945214e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 107105 members 
Entering Unmasked Estep 
Score: -19454066.000000 Penalty: 3932.022705
	Iteration 35Q: 3 clusters Score -1.945407e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -19455520.000000 Penalty: 3932.022705
	Iteration 36Q: 3 clusters Score -1.945552e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -19456450.000000 Penalty: 3932.022705
	Iteration 37Q: 3 clusters Score -1.945645e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -19456944.000000 Penalty: 3932.022705
	Iteration 38Q: 3 clusters Score -1.945694e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -19457154.000000 Penalty: 3932.022705
	Iteration 39Q: 3 clusters Score -1.945715e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 122920 members 
Entering Unmasked Estep 
Score: -19458624.000000 Penalty: 3932.022705
	Iteration 40F: 3 clusters Score -1.945862e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -19459072.000000 Penalty: 3932.022705
	Iteration 41Q: 3 clusters Score -1.945907e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 128821 members 
Entering Unmasked Estep 
Score: -19459176.000000 Penalty: 3932.022705
	Iteration 42Q: 3 clusters Score -1.945918e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 131434 members 
Entering Unmasked Estep 
Score: -19459256.000000 Penalty: 3932.022705
	Iteration 43Q: 3 clusters Score -1.945926e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 134026 members 
Entering Unmasked Estep 
Score: -19459296.000000 Penalty: 3932.022705
	Iteration 44Q: 3 clusters Score -1.94593e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 136620 members 
Entering Unmasked Estep 
Score: -19459424.000000 Penalty: 3932.022705
	Iteration 45Q: 3 clusters Score -1.945942e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 139262 members 
Entering Unmasked Estep 
Score: -19459318.000000 Penalty: 3932.022705
	Iteration 46Q: 3 clusters Score -1.945932e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -19459286.000000 Penalty: 3932.022705
	Iteration 47Q: 3 clusters Score -1.945929e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 144464 members 
Entering Unmasked Estep 
Score: -19459368.000000 Penalty: 3932.022705
	Iteration 48Q: 3 clusters Score -1.945937e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -19459426.000000 Penalty: 3932.022705
	Iteration 49Q: 3 clusters Score -1.945943e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 149336 members 
Entering Unmasked Estep 
Score: -19459514.000000 Penalty: 3932.022705
	Iteration 50Q: 3 clusters Score -1.945951e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 151655 members 
Entering Unmasked Estep 
Score: -19459490.000000 Penalty: 3932.022705
	Iteration 51Q: 3 clusters Score -1.945949e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -19459432.000000 Penalty: 3932.022705
	Iteration 52Q: 3 clusters Score -1.945943e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -19459384.000000 Penalty: 3932.022705
	Iteration 53Q: 3 clusters Score -1.945938e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 157689 members 
Entering Unmasked Estep 
Score: -19459426.000000 Penalty: 3932.022705
	Iteration 54Q: 3 clusters Score -1.945943e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 159423 members 
Entering Unmasked Estep 
Score: -19459460.000000 Penalty: 3932.022705
	Iteration 55Q: 3 clusters Score -1.945946e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 161015 members 
Entering Unmasked Estep 
Score: -19459470.000000 Penalty: 3932.022705
	Iteration 56Q: 3 clusters Score -1.945947e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -19459666.000000 Penalty: 3932.022705
	Iteration 57Q: 3 clusters Score -1.945967e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 163797 members 
Entering Unmasked Estep 
Score: -19459716.000000 Penalty: 3932.022705
	Iteration 58Q: 3 clusters Score -1.945972e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -19459744.000000 Penalty: 3932.022705
	Iteration 59Q: 3 clusters Score -1.945974e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 165929 members 
Entering Unmasked Estep 
Score: -19460166.000000 Penalty: 3932.022705
	Iteration 60F: 3 clusters Score -1.946017e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 167124 members 
Entering Unmasked Estep 
Score: -19460068.000000 Penalty: 3932.022705
	Iteration 61Q: 3 clusters Score -1.946007e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 168172 members 
Entering Unmasked Estep 
Score: -19459902.000000 Penalty: 3932.022705
	Iteration 62Q: 3 clusters Score -1.94599e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 169120 members 
Entering Unmasked Estep 
Score: -19459612.000000 Penalty: 3932.022705
	Iteration 63Q: 3 clusters Score -1.945961e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 169997 members 
Entering Unmasked Estep 
Score: -19459134.000000 Penalty: 3932.022705
	Iteration 64Q: 3 clusters Score -1.945913e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 170730 members 
Entering Unmasked Estep 
Score: -19458690.000000 Penalty: 3932.022705
	Iteration 65Q: 3 clusters Score -1.945869e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -19458344.000000 Penalty: 3932.022705
	Iteration 66Q: 3 clusters Score -1.945834e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 172042 members 
Entering Unmasked Estep 
Score: -19458114.000000 Penalty: 3932.022705
	Iteration 67Q: 3 clusters Score -1.945811e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -19457840.000000 Penalty: 3932.022705
	Iteration 68Q: 3 clusters Score -1.945784e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 173141 members 
Entering Unmasked Estep 
Score: -19457680.000000 Penalty: 3932.022705
	Iteration 69Q: 3 clusters Score -1.945768e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 173605 members 
Entering Unmasked Estep 
Score: -19457514.000000 Penalty: 3932.022705
	Iteration 70Q: 3 clusters Score -1.945751e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -19457404.000000 Penalty: 3932.022705
	Iteration 71Q: 3 clusters Score -1.94574e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 174375 members 
Entering Unmasked Estep 
Score: -19457166.000000 Penalty: 3932.022705
	Iteration 72Q: 3 clusters Score -1.945717e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -19456906.000000 Penalty: 3932.022705
	Iteration 73Q: 3 clusters Score -1.945691e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -19456628.000000 Penalty: 3932.022705
	Iteration 74Q: 3 clusters Score -1.945663e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -19456408.000000 Penalty: 3932.022705
	Iteration 75Q: 3 clusters Score -1.945641e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 175468 members 
Entering Unmasked Estep 
Score: -19456248.000000 Penalty: 3932.022705
	Iteration 76Q: 3 clusters Score -1.945625e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 175679 members 
Entering Unmasked Estep 
Score: -19456084.000000 Penalty: 3932.022705
	Iteration 77Q: 3 clusters Score -1.945608e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 175861 members 
Entering Unmasked Estep 
Score: -19455938.000000 Penalty: 3932.022705
	Iteration 78Q: 3 clusters Score -1.945594e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 176044 members 
Entering Unmasked Estep 
Score: -19455800.000000 Penalty: 3932.022705
	Iteration 79Q: 3 clusters Score -1.94558e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -19455658.000000 Penalty: 3932.022705
	Iteration 80F: 3 clusters Score -1.945566e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -19455548.000000 Penalty: 3932.022705
	Iteration 81Q: 3 clusters Score -1.945555e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 176483 members 
Entering Unmasked Estep 
Score: -19455466.000000 Penalty: 3932.022705
	Iteration 82Q: 3 clusters Score -1.945547e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 176617 members 
Entering Unmasked Estep 
Score: -19455350.000000 Penalty: 3932.022705
	Iteration 83Q: 3 clusters Score -1.945535e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 176754 members 
Entering Unmasked Estep 
Score: -19455282.000000 Penalty: 3932.022705
	Iteration 84Q: 3 clusters Score -1.945528e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -19455144.000000 Penalty: 3932.022705
	Iteration 85Q: 3 clusters Score -1.945514e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 177009 members 
Entering Unmasked Estep 
Score: -19455056.000000 Penalty: 3932.022705
	Iteration 86Q: 3 clusters Score -1.945506e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -19454948.000000 Penalty: 3932.022705
	Iteration 87Q: 3 clusters Score -1.945495e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 177248 members 
Entering Unmasked Estep 
Score: -19454842.000000 Penalty: 3932.022705
	Iteration 88Q: 3 clusters Score -1.945484e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -19454742.000000 Penalty: 3932.022705
	Iteration 89Q: 3 clusters Score -1.945474e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -19454672.000000 Penalty: 3932.022705
	Iteration 90Q: 3 clusters Score -1.945467e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -19454608.000000 Penalty: 3932.022705
	Iteration 91Q: 3 clusters Score -1.945461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 177658 members 
Entering Unmasked Estep 
Score: -19454550.000000 Penalty: 3932.022705
	Iteration 92Q: 3 clusters Score -1.945455e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 177769 members 
Entering Unmasked Estep 
Score: -19454432.000000 Penalty: 3932.022705
	Iteration 93Q: 3 clusters Score -1.945443e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 177873 members 
Entering Unmasked Estep 
Score: -19454352.000000 Penalty: 3932.022705
	Iteration 94Q: 3 clusters Score -1.945435e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 177973 members 
Entering Unmasked Estep 
Score: -19454266.000000 Penalty: 3932.022705
	Iteration 95Q: 3 clusters Score -1.945427e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 178052 members 
Entering Unmasked Estep 
Score: -19454224.000000 Penalty: 3932.022705
	Iteration 96Q: 3 clusters Score -1.945422e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 178137 members 
Entering Unmasked Estep 
Score: -19454162.000000 Penalty: 3932.022705
	Iteration 97Q: 3 clusters Score -1.945416e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 178220 members 
Entering Unmasked Estep 
Score: -19454134.000000 Penalty: 3932.022705
	Iteration 98Q: 3 clusters Score -1.945413e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 178299 members 
Entering Unmasked Estep 
Score: -19454066.000000 Penalty: 3932.022705
	Iteration 99Q: 3 clusters Score -1.945407e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 178373 members 
Entering Unmasked Estep 
Score: -19454022.000000 Penalty: 3932.022705
	Iteration 100F: 3 clusters Score -1.945402e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 178434 members 
Entering Unmasked Estep 
Score: -19453984.000000 Penalty: 3932.022705
	Iteration 101Q: 3 clusters Score -1.945398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 178479 members 
Entering Unmasked Estep 
Score: -19453970.000000 Penalty: 3932.022705
	Iteration 102Q: 3 clusters Score -1.945397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 178525 members 
Entering Unmasked Estep 
Score: -19453946.000000 Penalty: 3932.022705
	Iteration 103Q: 3 clusters Score -1.945395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 178562 members 
Entering Unmasked Estep 
Score: -19453886.000000 Penalty: 3932.022705
	Iteration 104Q: 3 clusters Score -1.945389e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -19453864.000000 Penalty: 3932.022705
	Iteration 105Q: 3 clusters Score -1.945386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 178621 members 
Entering Unmasked Estep 
Score: -19453830.000000 Penalty: 3932.022705
	Iteration 106Q: 3 clusters Score -1.945383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -19453822.000000 Penalty: 3932.022705
	Iteration 107Q: 3 clusters Score -1.945382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 178664 members 
Entering Unmasked Estep 
Score: -19453800.000000 Penalty: 3932.022705
	Iteration 108Q: 3 clusters Score -1.94538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 178677 members 
Entering Unmasked Estep 
Score: -19453770.000000 Penalty: 3932.022705
	Iteration 109Q: 3 clusters Score -1.945377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 178688 members 
Entering Unmasked Estep 
Score: -19453772.000000 Penalty: 3932.022705
	Iteration 110Q: 3 clusters Score -1.945377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -19453762.000000 Penalty: 3932.022705
	Iteration 111Q: 3 clusters Score -1.945376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 178701 members 
Entering Unmasked Estep 
Score: -19453760.000000 Penalty: 3932.022705
	Iteration 112Q: 3 clusters Score -1.945376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -19453744.000000 Penalty: 3932.022705
	Iteration 113Q: 3 clusters Score -1.945374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 178715 members 
Entering Unmasked Estep 
Score: -19453748.000000 Penalty: 3932.022705
	Iteration 114Q: 3 clusters Score -1.945375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 178720 members 
Entering Unmasked Estep 
Score: -19453750.000000 Penalty: 3932.022705
	Iteration 115Q: 3 clusters Score -1.945375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 178724 members 
Entering Unmasked Estep 
Score: -19453720.000000 Penalty: 3932.022705
	Iteration 116Q: 3 clusters Score -1.945372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -19453740.000000 Penalty: 3932.022705
	Iteration 117Q: 3 clusters Score -1.945374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 178732 members 
Entering Unmasked Estep 
Score: -19453740.000000 Penalty: 3932.022705
	Iteration 118Q: 3 clusters Score -1.945374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 178739 members 
Entering Unmasked Estep 
Score: -19453744.000000 Penalty: 3932.022705
	Iteration 119Q: 3 clusters Score -1.945374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 178750 members 
Entering Unmasked Estep 
Score: -19453734.000000 Penalty: 3932.022705
	Iteration 120F: 3 clusters Score -1.945373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -19453728.000000 Penalty: 3932.022705
	Iteration 121Q: 3 clusters Score -1.945373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 178761 members 
Entering Unmasked Estep 
Score: -19453726.000000 Penalty: 3932.022705
	Iteration 122Q: 3 clusters Score -1.945373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 178764 members 
Entering Unmasked Estep 
Score: -19453718.000000 Penalty: 3932.022705
	Iteration 123Q: 3 clusters Score -1.945372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -19453698.000000 Penalty: 3932.022705
	Iteration 124Q: 3 clusters Score -1.94537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -19453696.000000 Penalty: 3932.022705
	Iteration 125Q: 3 clusters Score -1.94537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -19453696.000000 Penalty: 3932.022705
	Iteration 126Q: 3 clusters Score -1.94537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 178773 members 
Entering Unmasked Estep 
Score: -19453692.000000 Penalty: 3932.022705
	Iteration 127Q: 3 clusters Score -1.945369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 178775 members 
Entering Unmasked Estep 
Score: -19453698.000000 Penalty: 3932.022705
	Iteration 128Q: 3 clusters Score -1.94537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 178775 members 
Entering Unmasked Estep 
Score: -19453708.000000 Penalty: 3932.022705
	Iteration 129Q: 3 clusters Score -1.945371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 178775 members 
Entering Unmasked Estep 
Score: -19453708.000000 Penalty: 3932.022705
	Iteration 130F: 3 clusters Score -1.945371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -32162.232422 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -32162.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31270.078125 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -31270.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31450.089844 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -31450.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31503.617188 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -31503.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31532.919922 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -31532.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31557.523438 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -31557.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31563.521484 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -31563.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31569.400391 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -31569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31572.441406 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -31572.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31572.441406 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -31572.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -50853.699219 Penalty: 1039.229980
	Iteration 0F: 2 clusters Score -50853.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49754.726562 Penalty: 2078.459961
	Iteration 0F: 3 clusters Score -49754.73 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49926.632812 Penalty: 2078.459961
	Iteration 1F: 3 clusters Score -49926.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49978.800781 Penalty: 2078.459961
	Iteration 2F: 3 clusters Score -49978.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50002.679688 Penalty: 2078.459961
	Iteration 3Q: 3 clusters Score -50002.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50013.746094 Penalty: 2078.459961
	Iteration 4Q: 3 clusters Score -50013.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50019.792969 Penalty: 2078.459961
	Iteration 5Q: 3 clusters Score -50019.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50024.820312 Penalty: 2078.459961
	Iteration 6Q: 3 clusters Score -50024.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50028.917969 Penalty: 2078.459961
	Iteration 7Q: 3 clusters Score -50028.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50030.132812 Penalty: 2078.459961
	Iteration 8Q: 3 clusters Score -50030.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50030.132812 Penalty: 2078.459961
	Iteration 9F: 3 clusters Score -50030.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Entering Unmasked Estep 
Score: -1065598.875000 Penalty: 1506.164307
	Iteration 0F: 2 clusters Score -1065599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1058122.250000 Penalty: 3012.328613
	Iteration 0F: 3 clusters Score -1058122 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1060566.000000 Penalty: 3012.328613
	Iteration 1F: 3 clusters Score -1060566 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1060810.375000 Penalty: 3012.328613
	Iteration 2F: 3 clusters Score -1060810 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1061011.500000 Penalty: 3012.328613
	Iteration 3Q: 3 clusters Score -1061012 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1061177.125000 Penalty: 3012.328613
	Iteration 4Q: 3 clusters Score -1061177 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1061319.750000 Penalty: 3012.328613
	Iteration 5Q: 3 clusters Score -1061320 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1061448.250000 Penalty: 3012.328613
	Iteration 6Q: 3 clusters Score -1061448 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1061580.750000 Penalty: 3012.328613
	Iteration 7Q: 3 clusters Score -1061581 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1061704.375000 Penalty: 3012.328613
	Iteration 8Q: 3 clusters Score -1061704 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1061851.750000 Penalty: 3012.328613
	Iteration 9Q: 3 clusters Score -1061852 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1062025.500000 Penalty: 3012.328613
	Iteration 10Q: 3 clusters Score -1062026 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1062207.625000 Penalty: 3012.328613
	Iteration 11Q: 3 clusters Score -1062208 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1062362.625000 Penalty: 3012.328613
	Iteration 12Q: 3 clusters Score -1062363 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1062526.625000 Penalty: 3012.328613
	Iteration 13Q: 3 clusters Score -1062527 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1062707.000000 Penalty: 3012.328613
	Iteration 14Q: 3 clusters Score -1062707 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1062896.625000 Penalty: 3012.328613
	Iteration 15Q: 3 clusters Score -1062897 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1063071.000000 Penalty: 3012.328613
	Iteration 16Q: 3 clusters Score -1063071 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1063265.125000 Penalty: 3012.328613
	Iteration 17Q: 3 clusters Score -1063265 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1063446.875000 Penalty: 3012.328613
	Iteration 18Q: 3 clusters Score -1063447 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1063582.125000 Penalty: 3012.328613
	Iteration 19Q: 3 clusters Score -1063582 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1063686.250000 Penalty: 3012.328613
	Iteration 20F: 3 clusters Score -1063686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1063777.000000 Penalty: 3012.328613
	Iteration 21Q: 3 clusters Score -1063777 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1063863.250000 Penalty: 3012.328613
	Iteration 22Q: 3 clusters Score -1063863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1063937.500000 Penalty: 3012.328613
	Iteration 23Q: 3 clusters Score -1063938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1063992.125000 Penalty: 3012.328613
	Iteration 24Q: 3 clusters Score -1063992 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1064056.000000 Penalty: 3012.328613
	Iteration 25Q: 3 clusters Score -1064056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1064111.750000 Penalty: 3012.328613
	Iteration 26Q: 3 clusters Score -1064112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1064143.500000 Penalty: 3012.328613
	Iteration 27Q: 3 clusters Score -1064144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1064167.625000 Penalty: 3012.328613
	Iteration 28Q: 3 clusters Score -1064168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1064193.375000 Penalty: 3012.328613
	Iteration 29Q: 3 clusters Score -1064193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1064219.750000 Penalty: 3012.328613
	Iteration 30Q: 3 clusters Score -1064220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1064242.125000 Penalty: 3012.328613
	Iteration 31Q: 3 clusters Score -1064242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1064268.125000 Penalty: 3012.328613
	Iteration 32Q: 3 clusters Score -1064268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1064280.875000 Penalty: 3012.328613
	Iteration 33Q: 3 clusters Score -1064281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1064289.375000 Penalty: 3012.328613
	Iteration 34Q: 3 clusters Score -1064289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1064297.500000 Penalty: 3012.328613
	Iteration 35Q: 3 clusters Score -1064298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1064309.750000 Penalty: 3012.328613
	Iteration 36Q: 3 clusters Score -1064310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1064312.000000 Penalty: 3012.328613
	Iteration 37Q: 3 clusters Score -1064312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1064315.250000 Penalty: 3012.328613
	Iteration 38Q: 3 clusters Score -1064315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1064318.500000 Penalty: 3012.328613
	Iteration 39Q: 3 clusters Score -1064318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1064320.375000 Penalty: 3012.328613
	Iteration 40F: 3 clusters Score -1064320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1064323.125000 Penalty: 3012.328613
	Iteration 41Q: 3 clusters Score -1064323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1064324.375000 Penalty: 3012.328613
	Iteration 42Q: 3 clusters Score -1064324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1064328.000000 Penalty: 3012.328613
	Iteration 43Q: 3 clusters Score -1064328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1064330.875000 Penalty: 3012.328613
	Iteration 44Q: 3 clusters Score -1064331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1064333.000000 Penalty: 3012.328613
	Iteration 45Q: 3 clusters Score -1064333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1064335.625000 Penalty: 3012.328613
	Iteration 46Q: 3 clusters Score -1064336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1064339.500000 Penalty: 3012.328613
	Iteration 47Q: 3 clusters Score -1064340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1064344.250000 Penalty: 3012.328613
	Iteration 48Q: 3 clusters Score -1064344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1064346.500000 Penalty: 3012.328613
	Iteration 49Q: 3 clusters Score -1064346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1064353.875000 Penalty: 3012.328613
	Iteration 50Q: 3 clusters Score -1064354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1064355.625000 Penalty: 3012.328613
	Iteration 51Q: 3 clusters Score -1064356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1064355.625000 Penalty: 3012.328613
	Iteration 52F: 3 clusters Score -1064356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -149166.203125 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -149166.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -147375.656250 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -147375.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -147883.734375 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -147883.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -148070.765625 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -148070.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -148231.265625 Penalty: 2401.005371
	Iteration 3F: 3 clusters Score -148231.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -148357.921875 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -148357.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -148461.296875 Penalty: 2401.005371
	Iteration 5F: 3 clusters Score -148461.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -148533.437500 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -148533.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148580.750000 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -148580.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -148647.921875 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -148647.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -148725.953125 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -148726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148781.203125 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -148781.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -148819.593750 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -148819.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -148877.250000 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -148877.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148910.812500 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -148910.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -148935.000000 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -148935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -148960.250000 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -148960.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -148982.312500 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -148982.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -149005.687500 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -149005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -149018.718750 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -149018.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -149026.593750 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -149026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -149028.171875 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -149028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -149029.328125 Penalty: 2401.005371
	Iteration 21Q: 3 clusters Score -149029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -149033.390625 Penalty: 2401.005371
	Iteration 22Q: 3 clusters Score -149033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -149037.531250 Penalty: 2401.005371
	Iteration 23Q: 3 clusters Score -149037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -149040.140625 Penalty: 2401.005371
	Iteration 24Q: 3 clusters Score -149040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -149043.546875 Penalty: 2401.005371
	Iteration 25Q: 3 clusters Score -149043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -149044.656250 Penalty: 2401.005371
	Iteration 26Q: 3 clusters Score -149044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -149044.937500 Penalty: 2401.005371
	Iteration 27Q: 3 clusters Score -149044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -149044.937500 Penalty: 2401.005371
	Iteration 28F: 3 clusters Score -149044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 38639 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25758 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 9174 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52563 members 
Mstep: Class 11 contains 7925 members 
Mstep: Class 12 contains 89077 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10434 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3135 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 121630 members 
Mstep: Class 26 contains 104303 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 6685 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175927 members 
Mstep: Class 31 contains 3437 members 
Mstep: Class 32 contains 2544 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 13845 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179608 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 10601 members 
Mstep: Class 43 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035624.000000 Penalty: 96348.648438
Iteration 199Q: 44 clusters Score -1.010356e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2507 members 
Mstep: Class 3 contains 38636 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25758 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9173 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 52559 members 
Mstep: Class 11 contains 7928 members 
Mstep: Class 12 contains 89081 members 
Mstep: Class 13 contains 13786 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 7576 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104302 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6677 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175934 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2554 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 13845 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179611 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10599 members 
Mstep: Class 43 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035520.000000 Penalty: 96348.648438
Iteration 200F: 44 clusters Score -1.010355e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 38639 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25753 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9172 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 52557 members 
Mstep: Class 11 contains 7928 members 
Mstep: Class 12 contains 89081 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 21 contains 7575 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 121636 members 
Mstep: Class 26 contains 104298 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6665 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175941 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2584 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 13846 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179615 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10597 members 
Mstep: Class 43 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035608.000000 Penalty: 96348.648438
Iteration 201Q: 44 clusters Score -1.010356e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 52557 members 
Mstep: Class 11 contains 7927 members 
Mstep: Class 12 contains 89085 members 
Mstep: Class 13 contains 13789 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 7575 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 121637 members 
Mstep: Class 26 contains 104293 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6656 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175941 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2606 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 1644 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13847 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179613 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10602 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035520.000000 Penalty: 96348.648438
Iteration 202Q: 44 clusters Score -1.010355e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 38645 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25752 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9178 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52555 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 89091 members 
Mstep: Class 13 contains 13787 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10384 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 7574 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 121639 members 
Mstep: Class 26 contains 104286 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 6648 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175942 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11969 members 
Mstep: Class 35 contains 1658 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13846 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179616 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10604 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035408.000000 Penalty: 96348.648438
Iteration 203Q: 44 clusters Score -1.010354e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2483 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25753 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52554 members 
Mstep: Class 11 contains 7913 members 
Mstep: Class 12 contains 89093 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10372 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 7574 members 
Mstep: Class 22 contains 10499 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 121644 members 
Mstep: Class 26 contains 104280 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175939 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2657 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1669 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13846 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179616 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10603 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035432.000000 Penalty: 96348.648438
Iteration 204Q: 44 clusters Score -1.010354e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9181 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52557 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 89099 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10359 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3059 members 
Mstep: Class 21 contains 7573 members 
Mstep: Class 22 contains 10498 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 796 members 
Mstep: Class 25 contains 121646 members 
Mstep: Class 26 contains 104277 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6640 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175942 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2673 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1681 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13846 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179617 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10602 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035464.000000 Penalty: 96348.648438
Iteration 205Q: 44 clusters Score -1.010355e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25756 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9181 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52554 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 89100 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10356 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 7571 members 
Mstep: Class 22 contains 10499 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 121644 members 
Mstep: Class 26 contains 104271 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6640 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 175953 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1688 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13846 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179623 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10602 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035424.000000 Penalty: 96348.648438
Iteration 206Q: 44 clusters Score -1.010354e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9181 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 7906 members 
Mstep: Class 12 contains 89103 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 121643 members 
Mstep: Class 26 contains 104268 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6637 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 175955 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 1693 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13846 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179626 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10605 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035472.000000 Penalty: 96348.648438
Iteration 207Q: 44 clusters Score -1.010355e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25754 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52557 members 
Mstep: Class 11 contains 7904 members 
Mstep: Class 12 contains 89102 members 
Mstep: Class 13 contains 13798 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 121644 members 
Mstep: Class 26 contains 104262 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6633 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 175955 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2724 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1694 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13846 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179627 members 
Mstep: Class 40 contains 371 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10606 members 
Mstep: Class 43 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035448.000000 Penalty: 96348.648438
Iteration 208Q: 44 clusters Score -1.010354e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 89106 members 
Mstep: Class 13 contains 13800 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 3008 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 121641 members 
Mstep: Class 26 contains 104257 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6631 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 175959 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2742 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13847 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179628 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10607 members 
Mstep: Class 43 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035568.000000 Penalty: 96348.648438
Iteration 209Q: 44 clusters Score -1.010356e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25749 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9179 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 89107 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 796 members 
Mstep: Class 25 contains 121639 members 
Mstep: Class 26 contains 104254 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175963 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 2760 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13848 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179630 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10609 members 
Mstep: Class 43 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035552.000000 Penalty: 96348.648438
Iteration 210Q: 44 clusters Score -1.010356e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25745 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9179 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 7899 members 
Mstep: Class 12 contains 89114 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10505 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 796 members 
Mstep: Class 25 contains 121640 members 
Mstep: Class 26 contains 104253 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6621 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175965 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2770 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13848 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179630 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10611 members 
Mstep: Class 43 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035432.000000 Penalty: 96348.648438
Iteration 211Q: 44 clusters Score -1.010354e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9179 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52557 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 89118 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2968 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104252 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 6612 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175967 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2790 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13848 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179630 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10610 members 
Mstep: Class 43 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035480.000000 Penalty: 96348.648438
Iteration 212Q: 44 clusters Score -1.010355e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9178 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 89118 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 121641 members 
Mstep: Class 26 contains 104247 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175965 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2822 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10608 members 
Mstep: Class 43 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035392.000000 Penalty: 96348.648438
Iteration 213Q: 44 clusters Score -1.010354e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9178 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 89119 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104236 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6599 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175964 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2840 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10609 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035416.000000 Penalty: 96348.648438
Iteration 214Q: 44 clusters Score -1.010354e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25749 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9178 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 7895 members 
Mstep: Class 12 contains 89120 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104235 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175964 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2851 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10610 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035384.000000 Penalty: 96348.648438
Iteration 215Q: 44 clusters Score -1.010354e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9178 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 7894 members 
Mstep: Class 12 contains 89123 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104233 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175962 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2858 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10611 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035440.000000 Penalty: 96348.648438
Iteration 216Q: 44 clusters Score -1.010354e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25750 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 89127 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104231 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175963 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2861 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10614 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035424.000000 Penalty: 96348.648438
Iteration 217Q: 44 clusters Score -1.010354e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25750 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 89128 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 7571 members 
Mstep: Class 22 contains 10494 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104228 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175965 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2867 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10614 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035424.000000 Penalty: 96348.648438
Iteration 218Q: 44 clusters Score -1.010354e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52560 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 89131 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2923 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104224 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175966 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10617 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035488.000000 Penalty: 96348.648438
Iteration 219Q: 44 clusters Score -1.010355e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25750 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52561 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 89131 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121644 members 
Mstep: Class 26 contains 104221 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175965 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10620 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035440.000000 Penalty: 96348.648438
Iteration 220F: 44 clusters Score -1.010354e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25750 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52561 members 
Mstep: Class 11 contains 7890 members 
Mstep: Class 12 contains 89129 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10494 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121644 members 
Mstep: Class 26 contains 104217 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6592 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175971 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2882 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10620 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035440.000000 Penalty: 96348.648438
Iteration 221Q: 44 clusters Score -1.010354e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25749 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52565 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 89132 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 10494 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104217 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6590 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175970 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2883 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10621 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035488.000000 Penalty: 96348.648438
Iteration 222Q: 44 clusters Score -1.010355e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52566 members 
Mstep: Class 11 contains 7886 members 
Mstep: Class 12 contains 89135 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104217 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6586 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175972 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2891 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10622 members 
Mstep: Class 43 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035624.000000 Penalty: 96348.648438
Iteration 223Q: 44 clusters Score -1.010356e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25748 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52566 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 89134 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104216 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6583 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175973 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2900 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10624 members 
Mstep: Class 43 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035608.000000 Penalty: 96348.648438
Iteration 224Q: 44 clusters Score -1.010356e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25748 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 89134 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104215 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6579 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175973 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2910 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10626 members 
Mstep: Class 43 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035504.000000 Penalty: 96348.648438
Iteration 225Q: 44 clusters Score -1.010355e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25748 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 89137 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104213 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6575 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175977 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10625 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035584.000000 Penalty: 96348.648438
Iteration 226Q: 44 clusters Score -1.010356e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9176 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 12 contains 89137 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104213 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6573 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175978 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10625 members 
Mstep: Class 43 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035592.000000 Penalty: 96348.648438
Iteration 227Q: 44 clusters Score -1.010356e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9174 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 12 contains 89136 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 2882 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10497 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104212 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6573 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175979 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10624 members 
Mstep: Class 43 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035592.000000 Penalty: 96348.648438
Iteration 228Q: 44 clusters Score -1.010356e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9174 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7881 members 
Mstep: Class 12 contains 89135 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2865 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104210 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6574 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 175976 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13851 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10625 members 
Mstep: Class 43 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035584.000000 Penalty: 96348.648438
Iteration 229Q: 44 clusters Score -1.010356e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38647 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9174 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 89136 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10504 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104209 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6575 members 
Mstep: Class 29 contains 18432 members 
Mstep: Class 30 contains 175978 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2943 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10625 members 
Mstep: Class 43 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035648.000000 Penalty: 96348.648438
Iteration 230Q: 44 clusters Score -1.010356e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38648 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25752 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9173 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 89138 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2843 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10506 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 796 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104211 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6572 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 175981 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2950 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10626 members 
Mstep: Class 43 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035664.000000 Penalty: 96348.648438
Iteration 231Q: 44 clusters Score -1.010357e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38648 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25749 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9170 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7881 members 
Mstep: Class 12 contains 89140 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 10507 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 798 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104212 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6570 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175984 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2960 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179634 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10623 members 
Mstep: Class 43 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035736.000000 Penalty: 96348.648438
Iteration 232Q: 44 clusters Score -1.010357e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38648 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9171 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 7880 members 
Mstep: Class 12 contains 89142 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 7568 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121645 members 
Mstep: Class 26 contains 104210 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6568 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175985 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179634 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10622 members 
Mstep: Class 43 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035720.000000 Penalty: 96348.648438
Iteration 233Q: 44 clusters Score -1.010357e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38647 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25748 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9172 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52569 members 
Mstep: Class 11 contains 7875 members 
Mstep: Class 12 contains 89146 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 798 members 
Mstep: Class 25 contains 121643 members 
Mstep: Class 26 contains 104206 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6567 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175987 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10623 members 
Mstep: Class 43 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035680.000000 Penalty: 96348.648438
Iteration 234Q: 44 clusters Score -1.010357e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9171 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52571 members 
Mstep: Class 11 contains 7872 members 
Mstep: Class 12 contains 89148 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10507 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 121643 members 
Mstep: Class 26 contains 104205 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6568 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175987 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179634 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10623 members 
Mstep: Class 43 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035776.000000 Penalty: 96348.648438
Iteration 235Q: 44 clusters Score -1.010358e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38645 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25746 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9171 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52571 members 
Mstep: Class 11 contains 7866 members 
Mstep: Class 12 contains 89152 members 
Mstep: Class 13 contains 13805 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10506 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 121643 members 
Mstep: Class 26 contains 104201 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6566 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175984 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3024 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179634 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10623 members 
Mstep: Class 43 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035680.000000 Penalty: 96348.648438
Iteration 236Q: 44 clusters Score -1.010357e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38645 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25746 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52571 members 
Mstep: Class 11 contains 7870 members 
Mstep: Class 12 contains 89150 members 
Mstep: Class 13 contains 13806 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 804 members 
Mstep: Class 25 contains 121643 members 
Mstep: Class 26 contains 104195 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6564 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175986 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3043 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10623 members 
Mstep: Class 43 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035704.000000 Penalty: 96348.648438
Iteration 237Q: 44 clusters Score -1.010357e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25744 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 52571 members 
Mstep: Class 11 contains 7869 members 
Mstep: Class 12 contains 89153 members 
Mstep: Class 13 contains 13805 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104190 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6559 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175987 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179634 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10624 members 
Mstep: Class 43 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035712.000000 Penalty: 96348.648438
Iteration 238Q: 44 clusters Score -1.010357e+08 nChanged 95
Entering ConstructFrom: 
Score: -101035712.000000 Penalty: 96348.648438
Entering ConstructFrom: 
Trying to split cluster 1 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -781630.812500 Penalty: 1452.340698
	Iteration 0F: 2 clusters Score -781630.8 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 3838 members 
Entering Unmasked Estep 
Score: -776036.000000 Penalty: 2904.681396
	Iteration 0F: 3 clusters Score -776036 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -777728.437500 Penalty: 2904.681396
	Iteration 1F: 3 clusters Score -777728.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -778000.000000 Penalty: 2904.681396
	Iteration 2F: 3 clusters Score -778000 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -778195.875000 Penalty: 2904.681396
	Iteration 3F: 3 clusters Score -778195.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -778347.687500 Penalty: 2904.681396
	Iteration 4Q: 3 clusters Score -778347.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -778479.187500 Penalty: 2904.681396
	Iteration 5Q: 3 clusters Score -778479.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -778607.875000 Penalty: 2904.681396
	Iteration 6Q: 3 clusters Score -778607.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -778715.062500 Penalty: 2904.681396
	Iteration 7Q: 3 clusters Score -778715.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -778846.562500 Penalty: 2904.681396
	Iteration 8Q: 3 clusters Score -778846.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -779009.562500 Penalty: 2904.681396
	Iteration 9Q: 3 clusters Score -779009.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -779174.687500 Penalty: 2904.681396
	Iteration 10Q: 3 clusters Score -779174.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -779321.812500 Penalty: 2904.681396
	Iteration 11Q: 3 clusters Score -779321.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -779456.062500 Penalty: 2904.681396
	Iteration 12Q: 3 clusters Score -779456.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -779583.750000 Penalty: 2904.681396
	Iteration 13Q: 3 clusters Score -779583.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -779672.437500 Penalty: 2904.681396
	Iteration 14Q: 3 clusters Score -779672.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -779743.250000 Penalty: 2904.681396
	Iteration 15Q: 3 clusters Score -779743.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -779819.000000 Penalty: 2904.681396
	Iteration 16Q: 3 clusters Score -779819 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -779873.812500 Penalty: 2904.681396
	Iteration 17Q: 3 clusters Score -779873.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -779915.437500 Penalty: 2904.681396
	Iteration 18Q: 3 clusters Score -779915.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -779951.187500 Penalty: 2904.681396
	Iteration 19Q: 3 clusters Score -779951.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -779971.750000 Penalty: 2904.681396
	Iteration 20F: 3 clusters Score -779971.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -779993.625000 Penalty: 2904.681396
	Iteration 21Q: 3 clusters Score -779993.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -780012.375000 Penalty: 2904.681396
	Iteration 22Q: 3 clusters Score -780012.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -780031.812500 Penalty: 2904.681396
	Iteration 23Q: 3 clusters Score -780031.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -780050.250000 Penalty: 2904.681396
	Iteration 24Q: 3 clusters Score -780050.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -780065.875000 Penalty: 2904.681396
	Iteration 25Q: 3 clusters Score -780065.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -780079.312500 Penalty: 2904.681396
	Iteration 26Q: 3 clusters Score -780079.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -780095.562500 Penalty: 2904.681396
	Iteration 27Q: 3 clusters Score -780095.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -780112.937500 Penalty: 2904.681396
	Iteration 28Q: 3 clusters Score -780112.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -780130.937500 Penalty: 2904.681396
	Iteration 29Q: 3 clusters Score -780130.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -780144.625000 Penalty: 2904.681396
	Iteration 30Q: 3 clusters Score -780144.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -780166.187500 Penalty: 2904.681396
	Iteration 31Q: 3 clusters Score -780166.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -780181.125000 Penalty: 2904.681396
	Iteration 32Q: 3 clusters Score -780181.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -780201.000000 Penalty: 2904.681396
	Iteration 33Q: 3 clusters Score -780201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -780213.937500 Penalty: 2904.681396
	Iteration 34Q: 3 clusters Score -780213.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -780225.937500 Penalty: 2904.681396
	Iteration 35Q: 3 clusters Score -780225.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -780236.000000 Penalty: 2904.681396
	Iteration 36Q: 3 clusters Score -780236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -780243.562500 Penalty: 2904.681396
	Iteration 37Q: 3 clusters Score -780243.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -780250.687500 Penalty: 2904.681396
	Iteration 38Q: 3 clusters Score -780250.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -780258.812500 Penalty: 2904.681396
	Iteration 39Q: 3 clusters Score -780258.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -780265.937500 Penalty: 2904.681396
	Iteration 40F: 3 clusters Score -780265.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -780271.250000 Penalty: 2904.681396
	Iteration 41Q: 3 clusters Score -780271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -780275.875000 Penalty: 2904.681396
	Iteration 42Q: 3 clusters Score -780275.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -780278.500000 Penalty: 2904.681396
	Iteration 43Q: 3 clusters Score -780278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -780282.875000 Penalty: 2904.681396
	Iteration 44Q: 3 clusters Score -780282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -780286.937500 Penalty: 2904.681396
	Iteration 45Q: 3 clusters Score -780286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -780289.625000 Penalty: 2904.681396
	Iteration 46Q: 3 clusters Score -780289.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -780294.687500 Penalty: 2904.681396
	Iteration 47Q: 3 clusters Score -780294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -780297.312500 Penalty: 2904.681396
	Iteration 48Q: 3 clusters Score -780297.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -780299.250000 Penalty: 2904.681396
	Iteration 49Q: 3 clusters Score -780299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -780300.875000 Penalty: 2904.681396
	Iteration 50Q: 3 clusters Score -780300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -780300.562500 Penalty: 2904.681396
	Iteration 51Q: 3 clusters Score -780300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -780303.312500 Penalty: 2904.681396
	Iteration 52Q: 3 clusters Score -780303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -780307.500000 Penalty: 2904.681396
	Iteration 53Q: 3 clusters Score -780307.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -780309.812500 Penalty: 2904.681396
	Iteration 54Q: 3 clusters Score -780309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -780317.312500 Penalty: 2904.681396
	Iteration 55Q: 3 clusters Score -780317.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -780323.687500 Penalty: 2904.681396
	Iteration 56Q: 3 clusters Score -780323.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -780331.687500 Penalty: 2904.681396
	Iteration 57Q: 3 clusters Score -780331.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -780337.125000 Penalty: 2904.681396
	Iteration 58Q: 3 clusters Score -780337.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -780340.625000 Penalty: 2904.681396
	Iteration 59Q: 3 clusters Score -780340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -780344.062500 Penalty: 2904.681396
	Iteration 60F: 3 clusters Score -780344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -780348.937500 Penalty: 2904.681396
	Iteration 61Q: 3 clusters Score -780348.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -780362.062500 Penalty: 2904.681396
	Iteration 62Q: 3 clusters Score -780362.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -780378.250000 Penalty: 2904.681396
	Iteration 63Q: 3 clusters Score -780378.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -780397.750000 Penalty: 2904.681396
	Iteration 64Q: 3 clusters Score -780397.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -780413.062500 Penalty: 2904.681396
	Iteration 65Q: 3 clusters Score -780413.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -780422.687500 Penalty: 2904.681396
	Iteration 66Q: 3 clusters Score -780422.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -780437.750000 Penalty: 2904.681396
	Iteration 67Q: 3 clusters Score -780437.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -780454.875000 Penalty: 2904.681396
	Iteration 68Q: 3 clusters Score -780454.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -780472.000000 Penalty: 2904.681396
	Iteration 69Q: 3 clusters Score -780472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -780490.562500 Penalty: 2904.681396
	Iteration 70Q: 3 clusters Score -780490.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -780500.687500 Penalty: 2904.681396
	Iteration 71Q: 3 clusters Score -780500.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -780510.500000 Penalty: 2904.681396
	Iteration 72Q: 3 clusters Score -780510.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -780520.000000 Penalty: 2904.681396
	Iteration 73Q: 3 clusters Score -780520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -780521.750000 Penalty: 2904.681396
	Iteration 74Q: 3 clusters Score -780521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -780524.250000 Penalty: 2904.681396
	Iteration 75Q: 3 clusters Score -780524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -780522.812500 Penalty: 2904.681396
	Iteration 76Q: 3 clusters Score -780522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -780525.625000 Penalty: 2904.681396
	Iteration 77Q: 3 clusters Score -780525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -780527.750000 Penalty: 2904.681396
	Iteration 78Q: 3 clusters Score -780527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -780528.625000 Penalty: 2904.681396
	Iteration 79Q: 3 clusters Score -780528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -780528.625000 Penalty: 2904.681396
	Iteration 80F: 3 clusters Score -780528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -270104.593750 Penalty: 1267.859009
	Iteration 0F: 2 clusters Score -270104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -267706.937500 Penalty: 2535.718018
	Iteration 0F: 3 clusters Score -267706.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -268212.093750 Penalty: 2535.718018
	Iteration 1F: 3 clusters Score -268212.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -268308.625000 Penalty: 2535.718018
	Iteration 2F: 3 clusters Score -268308.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -268399.937500 Penalty: 2535.718018
	Iteration 3F: 3 clusters Score -268399.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -268456.187500 Penalty: 2535.718018
	Iteration 4Q: 3 clusters Score -268456.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -268488.312500 Penalty: 2535.718018
	Iteration 5Q: 3 clusters Score -268488.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -268503.718750 Penalty: 2535.718018
	Iteration 6Q: 3 clusters Score -268503.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -268519.906250 Penalty: 2535.718018
	Iteration 7Q: 3 clusters Score -268519.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -268540.000000 Penalty: 2535.718018
	Iteration 8Q: 3 clusters Score -268540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -268551.656250 Penalty: 2535.718018
	Iteration 9Q: 3 clusters Score -268551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -268556.531250 Penalty: 2535.718018
	Iteration 10Q: 3 clusters Score -268556.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -268561.656250 Penalty: 2535.718018
	Iteration 11Q: 3 clusters Score -268561.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -268563.718750 Penalty: 2535.718018
	Iteration 12Q: 3 clusters Score -268563.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -268566.343750 Penalty: 2535.718018
	Iteration 13Q: 3 clusters Score -268566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -268568.250000 Penalty: 2535.718018
	Iteration 14Q: 3 clusters Score -268568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -268570.968750 Penalty: 2535.718018
	Iteration 15Q: 3 clusters Score -268571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -268571.718750 Penalty: 2535.718018
	Iteration 16Q: 3 clusters Score -268571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -268571.718750 Penalty: 2535.718018
	Iteration 17F: 3 clusters Score -268571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Entering Unmasked Estep 
Score: -4069792.000000 Penalty: 1716.357300
	Iteration 0F: 2 clusters Score -4069792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4043929.750000 Penalty: 3432.714600
	Iteration 0F: 3 clusters Score -4043930 nChanged 17787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4054224.000000 Penalty: 3432.714600
	Iteration 1F: 3 clusters Score -4054224 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4055058.500000 Penalty: 3432.714600
	Iteration 2F: 3 clusters Score -4055058 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4056317.000000 Penalty: 3432.714600
	Iteration 3F: 3 clusters Score -4056317 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4058195.000000 Penalty: 3432.714600
	Iteration 4F: 3 clusters Score -4058195 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4060759.250000 Penalty: 3432.714600
	Iteration 5F: 3 clusters Score -4060759 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -4063546.750000 Penalty: 3432.714600
	Iteration 6F: 3 clusters Score -4063547 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4065744.000000 Penalty: 3432.714600
	Iteration 7F: 3 clusters Score -4065744 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4067081.000000 Penalty: 3432.714600
	Iteration 8Q: 3 clusters Score -4067081 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4067860.750000 Penalty: 3432.714600
	Iteration 9Q: 3 clusters Score -4067861 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4068259.000000 Penalty: 3432.714600
	Iteration 10Q: 3 clusters Score -4068259 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4068460.750000 Penalty: 3432.714600
	Iteration 11Q: 3 clusters Score -4068461 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4068576.250000 Penalty: 3432.714600
	Iteration 12Q: 3 clusters Score -4068576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4068643.250000 Penalty: 3432.714600
	Iteration 13Q: 3 clusters Score -4068643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -4068685.500000 Penalty: 3432.714600
	Iteration 14Q: 3 clusters Score -4068686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -4068720.000000 Penalty: 3432.714600
	Iteration 15Q: 3 clusters Score -4068720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -4068722.500000 Penalty: 3432.714600
	Iteration 16Q: 3 clusters Score -4068722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4068736.750000 Penalty: 3432.714600
	Iteration 17Q: 3 clusters Score -4068737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -4068740.000000 Penalty: 3432.714600
	Iteration 18Q: 3 clusters Score -4068740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4068749.500000 Penalty: 3432.714600
	Iteration 19Q: 3 clusters Score -4068750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4068752.250000 Penalty: 3432.714600
	Iteration 20F: 3 clusters Score -4068752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4068753.750000 Penalty: 3432.714600
	Iteration 21Q: 3 clusters Score -4068754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4068750.750000 Penalty: 3432.714600
	Iteration 22Q: 3 clusters Score -4068751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -4068750.500000 Penalty: 3432.714600
	Iteration 23Q: 3 clusters Score -4068750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4068760.750000 Penalty: 3432.714600
	Iteration 24Q: 3 clusters Score -4068761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4068763.250000 Penalty: 3432.714600
	Iteration 25Q: 3 clusters Score -4068763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4068766.500000 Penalty: 3432.714600
	Iteration 26Q: 3 clusters Score -4068766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4068767.250000 Penalty: 3432.714600
	Iteration 27Q: 3 clusters Score -4068767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4068768.750000 Penalty: 3432.714600
	Iteration 28Q: 3 clusters Score -4068769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4068769.750000 Penalty: 3432.714600
	Iteration 29Q: 3 clusters Score -4068770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4068769.750000 Penalty: 3432.714600
	Iteration 30F: 3 clusters Score -4068770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -1039642.562500 Penalty: 1489.436157
	Iteration 0F: 2 clusters Score -1039643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1032776.437500 Penalty: 2978.872314
	Iteration 0F: 3 clusters Score -1032776 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1035066.750000 Penalty: 2978.872314
	Iteration 1F: 3 clusters Score -1035067 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1035377.437500 Penalty: 2978.872314
	Iteration 2F: 3 clusters Score -1035377 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1035647.937500 Penalty: 2978.872314
	Iteration 3F: 3 clusters Score -1035648 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1035933.437500 Penalty: 2978.872314
	Iteration 4F: 3 clusters Score -1035933 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1036230.500000 Penalty: 2978.872314
	Iteration 5F: 3 clusters Score -1036230 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1036582.375000 Penalty: 2978.872314
	Iteration 6F: 3 clusters Score -1036582 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1036958.375000 Penalty: 2978.872314
	Iteration 7F: 3 clusters Score -1036958 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1037350.312500 Penalty: 2978.872314
	Iteration 8F: 3 clusters Score -1037350 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1037702.062500 Penalty: 2978.872314
	Iteration 9Q: 3 clusters Score -1037702 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1037920.625000 Penalty: 2978.872314
	Iteration 10Q: 3 clusters Score -1037921 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1038031.375000 Penalty: 2978.872314
	Iteration 11Q: 3 clusters Score -1038031 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1038101.562500 Penalty: 2978.872314
	Iteration 12Q: 3 clusters Score -1038102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1038155.500000 Penalty: 2978.872314
	Iteration 13Q: 3 clusters Score -1038156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1038202.312500 Penalty: 2978.872314
	Iteration 14Q: 3 clusters Score -1038202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1038231.000000 Penalty: 2978.872314
	Iteration 15Q: 3 clusters Score -1038231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1038253.812500 Penalty: 2978.872314
	Iteration 16Q: 3 clusters Score -1038254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1038273.125000 Penalty: 2978.872314
	Iteration 17Q: 3 clusters Score -1038273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1038288.687500 Penalty: 2978.872314
	Iteration 18Q: 3 clusters Score -1038289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1038300.312500 Penalty: 2978.872314
	Iteration 19Q: 3 clusters Score -1038300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1038313.187500 Penalty: 2978.872314
	Iteration 20F: 3 clusters Score -1038313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1038327.375000 Penalty: 2978.872314
	Iteration 21Q: 3 clusters Score -1038327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1038337.562500 Penalty: 2978.872314
	Iteration 22Q: 3 clusters Score -1038338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1038346.375000 Penalty: 2978.872314
	Iteration 23Q: 3 clusters Score -1038346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1038360.437500 Penalty: 2978.872314
	Iteration 24Q: 3 clusters Score -1038360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1038367.250000 Penalty: 2978.872314
	Iteration 25Q: 3 clusters Score -1038367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1038375.375000 Penalty: 2978.872314
	Iteration 26Q: 3 clusters Score -1038375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1038383.937500 Penalty: 2978.872314
	Iteration 27Q: 3 clusters Score -1038384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1038393.562500 Penalty: 2978.872314
	Iteration 28Q: 3 clusters Score -1038394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1038400.562500 Penalty: 2978.872314
	Iteration 29Q: 3 clusters Score -1038401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1038405.250000 Penalty: 2978.872314
	Iteration 30Q: 3 clusters Score -1038405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1038411.750000 Penalty: 2978.872314
	Iteration 31Q: 3 clusters Score -1038412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1038410.062500 Penalty: 2978.872314
	Iteration 32Q: 3 clusters Score -1038410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1038414.062500 Penalty: 2978.872314
	Iteration 33Q: 3 clusters Score -1038414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1038416.625000 Penalty: 2978.872314
	Iteration 34Q: 3 clusters Score -1038417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1038417.125000 Penalty: 2978.872314
	Iteration 35Q: 3 clusters Score -1038417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1038419.687500 Penalty: 2978.872314
	Iteration 36Q: 3 clusters Score -1038420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1038422.937500 Penalty: 2978.872314
	Iteration 37Q: 3 clusters Score -1038423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1038425.187500 Penalty: 2978.872314
	Iteration 38Q: 3 clusters Score -1038425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1038425.812500 Penalty: 2978.872314
	Iteration 39Q: 3 clusters Score -1038426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1038429.312500 Penalty: 2978.872314
	Iteration 40F: 3 clusters Score -1038429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1038431.812500 Penalty: 2978.872314
	Iteration 41Q: 3 clusters Score -1038432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1038433.062500 Penalty: 2978.872314
	Iteration 42Q: 3 clusters Score -1038433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1038433.187500 Penalty: 2978.872314
	Iteration 43Q: 3 clusters Score -1038433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1038440.750000 Penalty: 2978.872314
	Iteration 44Q: 3 clusters Score -1038441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1038439.937500 Penalty: 2978.872314
	Iteration 45Q: 3 clusters Score -1038440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1038443.125000 Penalty: 2978.872314
	Iteration 46Q: 3 clusters Score -1038443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1038444.062500 Penalty: 2978.872314
	Iteration 47Q: 3 clusters Score -1038444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1038447.062500 Penalty: 2978.872314
	Iteration 48Q: 3 clusters Score -1038447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1038447.750000 Penalty: 2978.872314
	Iteration 49Q: 3 clusters Score -1038448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1038451.187500 Penalty: 2978.872314
	Iteration 50Q: 3 clusters Score -1038451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1038453.062500 Penalty: 2978.872314
	Iteration 51Q: 3 clusters Score -1038453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1038454.875000 Penalty: 2978.872314
	Iteration 52Q: 3 clusters Score -1038455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1038458.250000 Penalty: 2978.872314
	Iteration 53Q: 3 clusters Score -1038458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1038459.500000 Penalty: 2978.872314
	Iteration 54Q: 3 clusters Score -1038460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1038458.750000 Penalty: 2978.872314
	Iteration 55Q: 3 clusters Score -1038459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1038463.250000 Penalty: 2978.872314
	Iteration 56Q: 3 clusters Score -1038463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1038463.750000 Penalty: 2978.872314
	Iteration 57Q: 3 clusters Score -1038464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1038464.187500 Penalty: 2978.872314
	Iteration 58Q: 3 clusters Score -1038464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1038464.625000 Penalty: 2978.872314
	Iteration 59Q: 3 clusters Score -1038465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1038464.562500 Penalty: 2978.872314
	Iteration 60F: 3 clusters Score -1038465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Entering Unmasked Estep 
Score: -2667968.750000 Penalty: 1650.311401
	Iteration 0F: 2 clusters Score -2667969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2650521.500000 Penalty: 3300.622803
	Iteration 0F: 3 clusters Score -2650522 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2656953.500000 Penalty: 3300.622803
	Iteration 1F: 3 clusters Score -2656954 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2657443.000000 Penalty: 3300.622803
	Iteration 2Q: 3 clusters Score -2657443 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2658145.250000 Penalty: 3300.622803
	Iteration 3F: 3 clusters Score -2658145 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2659202.000000 Penalty: 3300.622803
	Iteration 4F: 3 clusters Score -2659202 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2660649.750000 Penalty: 3300.622803
	Iteration 5F: 3 clusters Score -2660650 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2662391.000000 Penalty: 3300.622803
	Iteration 6F: 3 clusters Score -2662391 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2664103.250000 Penalty: 3300.622803
	Iteration 7F: 3 clusters Score -2664103 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2665467.750000 Penalty: 3300.622803
	Iteration 8F: 3 clusters Score -2665468 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2666480.000000 Penalty: 3300.622803
	Iteration 9Q: 3 clusters Score -2666480 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2666938.000000 Penalty: 3300.622803
	Iteration 10Q: 3 clusters Score -2666938 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2667077.000000 Penalty: 3300.622803
	Iteration 11Q: 3 clusters Score -2667077 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2667126.500000 Penalty: 3300.622803
	Iteration 12Q: 3 clusters Score -2667126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2667157.000000 Penalty: 3300.622803
	Iteration 13Q: 3 clusters Score -2667157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2667165.750000 Penalty: 3300.622803
	Iteration 14Q: 3 clusters Score -2667166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2667184.750000 Penalty: 3300.622803
	Iteration 15Q: 3 clusters Score -2667185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2667193.500000 Penalty: 3300.622803
	Iteration 16Q: 3 clusters Score -2667194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2667200.500000 Penalty: 3300.622803
	Iteration 17Q: 3 clusters Score -2667200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2667199.250000 Penalty: 3300.622803
	Iteration 18Q: 3 clusters Score -2667199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2667207.750000 Penalty: 3300.622803
	Iteration 19Q: 3 clusters Score -2667208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2667215.000000 Penalty: 3300.622803
	Iteration 20F: 3 clusters Score -2667215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2667213.250000 Penalty: 3300.622803
	Iteration 21Q: 3 clusters Score -2667213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2667219.500000 Penalty: 3300.622803
	Iteration 22Q: 3 clusters Score -2667220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2667224.500000 Penalty: 3300.622803
	Iteration 23Q: 3 clusters Score -2667224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2667220.750000 Penalty: 3300.622803
	Iteration 24Q: 3 clusters Score -2667221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2667225.000000 Penalty: 3300.622803
	Iteration 25Q: 3 clusters Score -2667225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2667230.000000 Penalty: 3300.622803
	Iteration 26Q: 3 clusters Score -2667230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2667242.750000 Penalty: 3300.622803
	Iteration 27Q: 3 clusters Score -2667243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2667240.500000 Penalty: 3300.622803
	Iteration 28Q: 3 clusters Score -2667240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2667239.250000 Penalty: 3300.622803
	Iteration 29Q: 3 clusters Score -2667239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2667237.750000 Penalty: 3300.622803
	Iteration 30Q: 3 clusters Score -2667238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2667243.250000 Penalty: 3300.622803
	Iteration 31Q: 3 clusters Score -2667243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2667240.250000 Penalty: 3300.622803
	Iteration 32Q: 3 clusters Score -2667240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2667240.250000 Penalty: 3300.622803
	Iteration 33F: 3 clusters Score -2667240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -510135.906250 Penalty: 1372.146362
	Iteration 0F: 2 clusters Score -510135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -506397.062500 Penalty: 2744.292725
	Iteration 0F: 3 clusters Score -506397.1 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -507420.593750 Penalty: 2744.292725
	Iteration 1F: 3 clusters Score -507420.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -507625.781250 Penalty: 2744.292725
	Iteration 2F: 3 clusters Score -507625.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -507756.625000 Penalty: 2744.292725
	Iteration 3F: 3 clusters Score -507756.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -507853.125000 Penalty: 2744.292725
	Iteration 4Q: 3 clusters Score -507853.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -507935.718750 Penalty: 2744.292725
	Iteration 5Q: 3 clusters Score -507935.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -508009.187500 Penalty: 2744.292725
	Iteration 6Q: 3 clusters Score -508009.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -508076.968750 Penalty: 2744.292725
	Iteration 7Q: 3 clusters Score -508077 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -508139.156250 Penalty: 2744.292725
	Iteration 8Q: 3 clusters Score -508139.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -508209.437500 Penalty: 2744.292725
	Iteration 9Q: 3 clusters Score -508209.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -508257.656250 Penalty: 2744.292725
	Iteration 10Q: 3 clusters Score -508257.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -508302.375000 Penalty: 2744.292725
	Iteration 11Q: 3 clusters Score -508302.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -508349.687500 Penalty: 2744.292725
	Iteration 12Q: 3 clusters Score -508349.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -508396.250000 Penalty: 2744.292725
	Iteration 13Q: 3 clusters Score -508396.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -508457.343750 Penalty: 2744.292725
	Iteration 14Q: 3 clusters Score -508457.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -508522.468750 Penalty: 2744.292725
	Iteration 15Q: 3 clusters Score -508522.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -508588.625000 Penalty: 2744.292725
	Iteration 16Q: 3 clusters Score -508588.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -508635.968750 Penalty: 2744.292725
	Iteration 17Q: 3 clusters Score -508636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -508674.718750 Penalty: 2744.292725
	Iteration 18Q: 3 clusters Score -508674.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -508714.500000 Penalty: 2744.292725
	Iteration 19Q: 3 clusters Score -508714.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -508749.906250 Penalty: 2744.292725
	Iteration 20F: 3 clusters Score -508749.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -508782.062500 Penalty: 2744.292725
	Iteration 21Q: 3 clusters Score -508782.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -508806.468750 Penalty: 2744.292725
	Iteration 22Q: 3 clusters Score -508806.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -508828.343750 Penalty: 2744.292725
	Iteration 23Q: 3 clusters Score -508828.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -508840.687500 Penalty: 2744.292725
	Iteration 24Q: 3 clusters Score -508840.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -508856.593750 Penalty: 2744.292725
	Iteration 25Q: 3 clusters Score -508856.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -508874.375000 Penalty: 2744.292725
	Iteration 26Q: 3 clusters Score -508874.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -508887.812500 Penalty: 2744.292725
	Iteration 27Q: 3 clusters Score -508887.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -508898.750000 Penalty: 2744.292725
	Iteration 28Q: 3 clusters Score -508898.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -508909.562500 Penalty: 2744.292725
	Iteration 29Q: 3 clusters Score -508909.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -508917.812500 Penalty: 2744.292725
	Iteration 30Q: 3 clusters Score -508917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -508920.343750 Penalty: 2744.292725
	Iteration 31Q: 3 clusters Score -508920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -508922.593750 Penalty: 2744.292725
	Iteration 32Q: 3 clusters Score -508922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -508923.875000 Penalty: 2744.292725
	Iteration 33Q: 3 clusters Score -508923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -508925.375000 Penalty: 2744.292725
	Iteration 34Q: 3 clusters Score -508925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -508926.281250 Penalty: 2744.292725
	Iteration 35Q: 3 clusters Score -508926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -508926.406250 Penalty: 2744.292725
	Iteration 36Q: 3 clusters Score -508926.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -508926.406250 Penalty: 2744.292725
	Iteration 37F: 3 clusters Score -508926.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -204838.390625 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -204838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -202772.343750 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -202772.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -203182.375000 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -203182.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -203273.781250 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -203273.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -203318.125000 Penalty: 2452.423340
	Iteration 3Q: 3 clusters Score -203318.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -203350.453125 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -203350.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203368.500000 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -203368.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -203382.296875 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -203382.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -203393.125000 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -203393.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -203401.750000 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -203401.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -203407.671875 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -203407.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -203413.515625 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -203413.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -203417.843750 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -203417.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -203422.750000 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -203422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -203425.375000 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -203425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -203427.703125 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -203427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -203428.640625 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -203428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -203428.906250 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -203428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -203429.093750 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -203429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -203429.093750 Penalty: 2452.423340
	Iteration 18F: 3 clusters Score -203429.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Entering Unmasked Estep 
Score: -932407.375000 Penalty: 1482.546875
	Iteration 0F: 2 clusters Score -932407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -925770.750000 Penalty: 2965.093750
	Iteration 0F: 3 clusters Score -925770.8 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -927788.062500 Penalty: 2965.093750
	Iteration 1F: 3 clusters Score -927788.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -928107.562500 Penalty: 2965.093750
	Iteration 2F: 3 clusters Score -928107.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -928439.062500 Penalty: 2965.093750
	Iteration 3F: 3 clusters Score -928439.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -928902.875000 Penalty: 2965.093750
	Iteration 4F: 3 clusters Score -928902.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -929512.562500 Penalty: 2965.093750
	Iteration 5F: 3 clusters Score -929512.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -930254.625000 Penalty: 2965.093750
	Iteration 6F: 3 clusters Score -930254.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -930987.312500 Penalty: 2965.093750
	Iteration 7F: 3 clusters Score -930987.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -931495.187500 Penalty: 2965.093750
	Iteration 8F: 3 clusters Score -931495.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -931760.375000 Penalty: 2965.093750
	Iteration 9Q: 3 clusters Score -931760.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -931916.500000 Penalty: 2965.093750
	Iteration 10Q: 3 clusters Score -931916.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -932004.750000 Penalty: 2965.093750
	Iteration 11Q: 3 clusters Score -932004.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -932073.500000 Penalty: 2965.093750
	Iteration 12Q: 3 clusters Score -932073.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -932114.250000 Penalty: 2965.093750
	Iteration 13Q: 3 clusters Score -932114.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -932149.937500 Penalty: 2965.093750
	Iteration 14Q: 3 clusters Score -932149.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -932184.875000 Penalty: 2965.093750
	Iteration 15Q: 3 clusters Score -932184.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -932207.250000 Penalty: 2965.093750
	Iteration 16Q: 3 clusters Score -932207.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -932235.437500 Penalty: 2965.093750
	Iteration 17Q: 3 clusters Score -932235.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -932256.750000 Penalty: 2965.093750
	Iteration 18Q: 3 clusters Score -932256.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -932275.312500 Penalty: 2965.093750
	Iteration 19Q: 3 clusters Score -932275.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -932289.562500 Penalty: 2965.093750
	Iteration 20F: 3 clusters Score -932289.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -932294.812500 Penalty: 2965.093750
	Iteration 21Q: 3 clusters Score -932294.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -932299.125000 Penalty: 2965.093750
	Iteration 22Q: 3 clusters Score -932299.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -932306.437500 Penalty: 2965.093750
	Iteration 23Q: 3 clusters Score -932306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -932307.250000 Penalty: 2965.093750
	Iteration 24Q: 3 clusters Score -932307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -932307.750000 Penalty: 2965.093750
	Iteration 25Q: 3 clusters Score -932307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -932307.687500 Penalty: 2965.093750
	Iteration 26Q: 3 clusters Score -932307.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -932311.875000 Penalty: 2965.093750
	Iteration 27Q: 3 clusters Score -932311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -932312.750000 Penalty: 2965.093750
	Iteration 28Q: 3 clusters Score -932312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -932312.250000 Penalty: 2965.093750
	Iteration 29Q: 3 clusters Score -932312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -932312.562500 Penalty: 2965.093750
	Iteration 30Q: 3 clusters Score -932312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -932312.562500 Penalty: 2965.093750
	Iteration 31F: 3 clusters Score -932312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -141877.015625 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -141877 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 746 members 
Entering Unmasked Estep 
Score: -140133.031250 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -140133 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140491.375000 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -140491.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140617.656250 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -140617.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140695.375000 Penalty: 2372.653564
	Iteration 3Q: 3 clusters Score -140695.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140745.968750 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -140746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140777.203125 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -140777.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140799.968750 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -140800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140817.843750 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -140817.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140831.203125 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -140831.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -140858.953125 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -140859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140894.625000 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -140894.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -140929.671875 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -140929.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140951.937500 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -140951.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140971.390625 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -140971.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140985.875000 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -140985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140994.781250 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -140994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140999.140625 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -140999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141004.078125 Penalty: 2372.653564
	Iteration 17Q: 3 clusters Score -141004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -141010.765625 Penalty: 2372.653564
	Iteration 18Q: 3 clusters Score -141010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141015.609375 Penalty: 2372.653564
	Iteration 19Q: 3 clusters Score -141015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141018.015625 Penalty: 2372.653564
	Iteration 20F: 3 clusters Score -141018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141019.328125 Penalty: 2372.653564
	Iteration 21Q: 3 clusters Score -141019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141019.328125 Penalty: 2372.653564
	Iteration 22F: 3 clusters Score -141019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Entering Unmasked Estep 
Score: -5449452.000000 Penalty: 1766.368164
	Iteration 0F: 2 clusters Score -5449452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -5414269.500000 Penalty: 3532.736328
	Iteration 0F: 3 clusters Score -5414270 nChanged 24801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5428479.500000 Penalty: 3532.736328
	Iteration 1F: 3 clusters Score -5428480 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -5429229.000000 Penalty: 3532.736328
	Iteration 2Q: 3 clusters Score -5429229 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5430171.000000 Penalty: 3532.736328
	Iteration 3Q: 3 clusters Score -5430171 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5431365.500000 Penalty: 3532.736328
	Iteration 4Q: 3 clusters Score -5431366 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -5432897.500000 Penalty: 3532.736328
	Iteration 5F: 3 clusters Score -5432898 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -5434765.500000 Penalty: 3532.736328
	Iteration 6F: 3 clusters Score -5434766 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -5436800.000000 Penalty: 3532.736328
	Iteration 7F: 3 clusters Score -5436800 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -5438521.000000 Penalty: 3532.736328
	Iteration 8F: 3 clusters Score -5438521 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -5439716.000000 Penalty: 3532.736328
	Iteration 9Q: 3 clusters Score -5439716 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -5440530.000000 Penalty: 3532.736328
	Iteration 10Q: 3 clusters Score -5440530 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -5441031.500000 Penalty: 3532.736328
	Iteration 11Q: 3 clusters Score -5441032 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5441422.500000 Penalty: 3532.736328
	Iteration 12Q: 3 clusters Score -5441422 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5441802.500000 Penalty: 3532.736328
	Iteration 13Q: 3 clusters Score -5441802 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5442200.000000 Penalty: 3532.736328
	Iteration 14Q: 3 clusters Score -5442200 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -5442632.000000 Penalty: 3532.736328
	Iteration 15Q: 3 clusters Score -5442632 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5443030.500000 Penalty: 3532.736328
	Iteration 16Q: 3 clusters Score -5443030 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -5443421.500000 Penalty: 3532.736328
	Iteration 17Q: 3 clusters Score -5443422 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5443841.000000 Penalty: 3532.736328
	Iteration 18Q: 3 clusters Score -5443841 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -5444235.000000 Penalty: 3532.736328
	Iteration 19Q: 3 clusters Score -5444235 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -5444613.500000 Penalty: 3532.736328
	Iteration 20F: 3 clusters Score -5444614 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5445039.500000 Penalty: 3532.736328
	Iteration 21Q: 3 clusters Score -5445040 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -5445462.500000 Penalty: 3532.736328
	Iteration 22Q: 3 clusters Score -5445462 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -5445862.000000 Penalty: 3532.736328
	Iteration 23Q: 3 clusters Score -5445862 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -5446257.500000 Penalty: 3532.736328
	Iteration 24Q: 3 clusters Score -5446258 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -5446610.500000 Penalty: 3532.736328
	Iteration 25Q: 3 clusters Score -5446610 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -5446931.500000 Penalty: 3532.736328
	Iteration 26Q: 3 clusters Score -5446932 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -5447176.500000 Penalty: 3532.736328
	Iteration 27Q: 3 clusters Score -5447176 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -5447364.000000 Penalty: 3532.736328
	Iteration 28Q: 3 clusters Score -5447364 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -5447549.000000 Penalty: 3532.736328
	Iteration 29Q: 3 clusters Score -5447549 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -5447665.500000 Penalty: 3532.736328
	Iteration 30Q: 3 clusters Score -5447666 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -5447738.000000 Penalty: 3532.736328
	Iteration 31Q: 3 clusters Score -5447738 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -5447804.000000 Penalty: 3532.736328
	Iteration 32Q: 3 clusters Score -5447804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -5447895.000000 Penalty: 3532.736328
	Iteration 33Q: 3 clusters Score -5447895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -5447926.500000 Penalty: 3532.736328
	Iteration 34Q: 3 clusters Score -5447926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -5447982.000000 Penalty: 3532.736328
	Iteration 35Q: 3 clusters Score -5447982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -5448010.000000 Penalty: 3532.736328
	Iteration 36Q: 3 clusters Score -5448010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -5448037.000000 Penalty: 3532.736328
	Iteration 37Q: 3 clusters Score -5448037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -5448050.500000 Penalty: 3532.736328
	Iteration 38Q: 3 clusters Score -5448050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -5448076.000000 Penalty: 3532.736328
	Iteration 39Q: 3 clusters Score -5448076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -5448100.000000 Penalty: 3532.736328
	Iteration 40F: 3 clusters Score -5448100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -5448108.500000 Penalty: 3532.736328
	Iteration 41Q: 3 clusters Score -5448108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -5448118.000000 Penalty: 3532.736328
	Iteration 42Q: 3 clusters Score -5448118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -5448120.000000 Penalty: 3532.736328
	Iteration 43Q: 3 clusters Score -5448120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -5448129.000000 Penalty: 3532.736328
	Iteration 44Q: 3 clusters Score -5448129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -5448131.000000 Penalty: 3532.736328
	Iteration 45Q: 3 clusters Score -5448131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -5448137.500000 Penalty: 3532.736328
	Iteration 46Q: 3 clusters Score -5448138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -5448140.500000 Penalty: 3532.736328
	Iteration 47Q: 3 clusters Score -5448140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -5448142.000000 Penalty: 3532.736328
	Iteration 48Q: 3 clusters Score -5448142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -5448142.000000 Penalty: 3532.736328
	Iteration 49Q: 3 clusters Score -5448142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -5448141.500000 Penalty: 3532.736328
	Iteration 50Q: 3 clusters Score -5448142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5448145.500000 Penalty: 3532.736328
	Iteration 51Q: 3 clusters Score -5448146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -5448149.500000 Penalty: 3532.736328
	Iteration 52Q: 3 clusters Score -5448150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -5448152.000000 Penalty: 3532.736328
	Iteration 53Q: 3 clusters Score -5448152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -5448149.500000 Penalty: 3532.736328
	Iteration 54Q: 3 clusters Score -5448150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -5448153.000000 Penalty: 3532.736328
	Iteration 55Q: 3 clusters Score -5448153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -5448145.000000 Penalty: 3532.736328
	Iteration 56Q: 3 clusters Score -5448145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -5448150.000000 Penalty: 3532.736328
	Iteration 57Q: 3 clusters Score -5448150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -5448159.000000 Penalty: 3532.736328
	Iteration 58Q: 3 clusters Score -5448159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -5448170.000000 Penalty: 3532.736328
	Iteration 59Q: 3 clusters Score -5448170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -5448176.000000 Penalty: 3532.736328
	Iteration 60F: 3 clusters Score -5448176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -5448169.500000 Penalty: 3532.736328
	Iteration 61Q: 3 clusters Score -5448170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -5448178.500000 Penalty: 3532.736328
	Iteration 62Q: 3 clusters Score -5448178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -5448183.500000 Penalty: 3532.736328
	Iteration 63Q: 3 clusters Score -5448184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -5448187.500000 Penalty: 3532.736328
	Iteration 64Q: 3 clusters Score -5448188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -5448192.000000 Penalty: 3532.736328
	Iteration 65Q: 3 clusters Score -5448192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -5448196.000000 Penalty: 3532.736328
	Iteration 66Q: 3 clusters Score -5448196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -5448194.500000 Penalty: 3532.736328
	Iteration 67Q: 3 clusters Score -5448194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -5448200.000000 Penalty: 3532.736328
	Iteration 68Q: 3 clusters Score -5448200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -5448200.500000 Penalty: 3532.736328
	Iteration 69Q: 3 clusters Score -5448200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -5448200.500000 Penalty: 3532.736328
	Iteration 70F: 3 clusters Score -5448200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -802878.750000 Penalty: 1457.591919
	Iteration 0F: 2 clusters Score -802878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -797098.625000 Penalty: 2915.183838
	Iteration 0F: 3 clusters Score -797098.6 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -798903.437500 Penalty: 2915.183838
	Iteration 1F: 3 clusters Score -798903.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -799247.500000 Penalty: 2915.183838
	Iteration 2F: 3 clusters Score -799247.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -799536.562500 Penalty: 2915.183838
	Iteration 3F: 3 clusters Score -799536.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -799802.250000 Penalty: 2915.183838
	Iteration 4F: 3 clusters Score -799802.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -800085.000000 Penalty: 2915.183838
	Iteration 5F: 3 clusters Score -800085 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -800366.812500 Penalty: 2915.183838
	Iteration 6Q: 3 clusters Score -800366.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -800630.375000 Penalty: 2915.183838
	Iteration 7Q: 3 clusters Score -800630.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -800884.062500 Penalty: 2915.183838
	Iteration 8Q: 3 clusters Score -800884.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -801125.812500 Penalty: 2915.183838
	Iteration 9Q: 3 clusters Score -801125.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -801366.750000 Penalty: 2915.183838
	Iteration 10Q: 3 clusters Score -801366.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -801572.625000 Penalty: 2915.183838
	Iteration 11Q: 3 clusters Score -801572.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -801690.000000 Penalty: 2915.183838
	Iteration 12Q: 3 clusters Score -801690 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -801778.875000 Penalty: 2915.183838
	Iteration 13Q: 3 clusters Score -801778.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -801868.625000 Penalty: 2915.183838
	Iteration 14Q: 3 clusters Score -801868.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -801940.437500 Penalty: 2915.183838
	Iteration 15Q: 3 clusters Score -801940.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -801985.750000 Penalty: 2915.183838
	Iteration 16Q: 3 clusters Score -801985.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -802023.312500 Penalty: 2915.183838
	Iteration 17Q: 3 clusters Score -802023.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -802056.312500 Penalty: 2915.183838
	Iteration 18Q: 3 clusters Score -802056.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -802079.812500 Penalty: 2915.183838
	Iteration 19Q: 3 clusters Score -802079.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -802103.625000 Penalty: 2915.183838
	Iteration 20F: 3 clusters Score -802103.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -802121.500000 Penalty: 2915.183838
	Iteration 21Q: 3 clusters Score -802121.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -802136.000000 Penalty: 2915.183838
	Iteration 22Q: 3 clusters Score -802136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -802144.125000 Penalty: 2915.183838
	Iteration 23Q: 3 clusters Score -802144.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -802149.937500 Penalty: 2915.183838
	Iteration 24Q: 3 clusters Score -802149.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -802152.187500 Penalty: 2915.183838
	Iteration 25Q: 3 clusters Score -802152.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -802160.250000 Penalty: 2915.183838
	Iteration 26Q: 3 clusters Score -802160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -802163.437500 Penalty: 2915.183838
	Iteration 27Q: 3 clusters Score -802163.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -802168.562500 Penalty: 2915.183838
	Iteration 28Q: 3 clusters Score -802168.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -802175.187500 Penalty: 2915.183838
	Iteration 29Q: 3 clusters Score -802175.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -802181.937500 Penalty: 2915.183838
	Iteration 30Q: 3 clusters Score -802181.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -802187.937500 Penalty: 2915.183838
	Iteration 31Q: 3 clusters Score -802187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -802191.312500 Penalty: 2915.183838
	Iteration 32Q: 3 clusters Score -802191.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -802193.250000 Penalty: 2915.183838
	Iteration 33Q: 3 clusters Score -802193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -802199.750000 Penalty: 2915.183838
	Iteration 34Q: 3 clusters Score -802199.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -802201.250000 Penalty: 2915.183838
	Iteration 35Q: 3 clusters Score -802201.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -802205.375000 Penalty: 2915.183838
	Iteration 36Q: 3 clusters Score -802205.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -802208.500000 Penalty: 2915.183838
	Iteration 37Q: 3 clusters Score -802208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -802209.750000 Penalty: 2915.183838
	Iteration 38Q: 3 clusters Score -802209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -802215.250000 Penalty: 2915.183838
	Iteration 39Q: 3 clusters Score -802215.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -802223.375000 Penalty: 2915.183838
	Iteration 40F: 3 clusters Score -802223.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -802226.812500 Penalty: 2915.183838
	Iteration 41Q: 3 clusters Score -802226.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -802231.187500 Penalty: 2915.183838
	Iteration 42Q: 3 clusters Score -802231.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -802234.437500 Penalty: 2915.183838
	Iteration 43Q: 3 clusters Score -802234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -802235.937500 Penalty: 2915.183838
	Iteration 44Q: 3 clusters Score -802235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -802237.000000 Penalty: 2915.183838
	Iteration 45Q: 3 clusters Score -802237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -802240.500000 Penalty: 2915.183838
	Iteration 46Q: 3 clusters Score -802240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -802241.312500 Penalty: 2915.183838
	Iteration 47Q: 3 clusters Score -802241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -802243.500000 Penalty: 2915.183838
	Iteration 48Q: 3 clusters Score -802243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -802247.437500 Penalty: 2915.183838
	Iteration 49Q: 3 clusters Score -802247.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -802254.187500 Penalty: 2915.183838
	Iteration 50Q: 3 clusters Score -802254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -802257.875000 Penalty: 2915.183838
	Iteration 51Q: 3 clusters Score -802257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -802262.250000 Penalty: 2915.183838
	Iteration 52Q: 3 clusters Score -802262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -802262.625000 Penalty: 2915.183838
	Iteration 53Q: 3 clusters Score -802262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -802264.812500 Penalty: 2915.183838
	Iteration 54Q: 3 clusters Score -802264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -802264.187500 Penalty: 2915.183838
	Iteration 55Q: 3 clusters Score -802264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -802264.062500 Penalty: 2915.183838
	Iteration 56Q: 3 clusters Score -802264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -802264.062500 Penalty: 2915.183838
	Iteration 57F: 3 clusters Score -802264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (89157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Entering Unmasked Estep 
Score: -9698779.000000 Penalty: 1852.200073
	Iteration 0F: 2 clusters Score -9698779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -9639198.000000 Penalty: 3704.400146
	Iteration 0F: 3 clusters Score -9639198 nChanged 42435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -9663536.000000 Penalty: 3704.400146
	Iteration 1F: 3 clusters Score -9663536 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -9664151.000000 Penalty: 3704.400146
	Iteration 2Q: 3 clusters Score -9664151 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -9664791.000000 Penalty: 3704.400146
	Iteration 3Q: 3 clusters Score -9664791 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -9665619.000000 Penalty: 3704.400146
	Iteration 4Q: 3 clusters Score -9665619 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -9666635.000000 Penalty: 3704.400146
	Iteration 5Q: 3 clusters Score -9666635 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -9668360.000000 Penalty: 3704.400146
	Iteration 6Q: 3 clusters Score -9668360 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -9670830.000000 Penalty: 3704.400146
	Iteration 7F: 3 clusters Score -9670830 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -9674734.000000 Penalty: 3704.400146
	Iteration 8F: 3 clusters Score -9674734 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -9679328.000000 Penalty: 3704.400146
	Iteration 9F: 3 clusters Score -9679328 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72220 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -9684358.000000 Penalty: 3704.400146
	Iteration 10F: 3 clusters Score -9684358 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -9688433.000000 Penalty: 3704.400146
	Iteration 11F: 3 clusters Score -9688433 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -9691389.000000 Penalty: 3704.400146
	Iteration 12Q: 3 clusters Score -9691389 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -9693184.000000 Penalty: 3704.400146
	Iteration 13Q: 3 clusters Score -9693184 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -9694327.000000 Penalty: 3704.400146
	Iteration 14Q: 3 clusters Score -9694327 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9695157.000000 Penalty: 3704.400146
	Iteration 15Q: 3 clusters Score -9695157 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9695738.000000 Penalty: 3704.400146
	Iteration 16Q: 3 clusters Score -9695738 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -9696099.000000 Penalty: 3704.400146
	Iteration 17Q: 3 clusters Score -9696099 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9696470.000000 Penalty: 3704.400146
	Iteration 18Q: 3 clusters Score -9696470 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9696691.000000 Penalty: 3704.400146
	Iteration 19Q: 3 clusters Score -9696691 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9696858.000000 Penalty: 3704.400146
	Iteration 20F: 3 clusters Score -9696858 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9696981.000000 Penalty: 3704.400146
	Iteration 21Q: 3 clusters Score -9696981 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9697028.000000 Penalty: 3704.400146
	Iteration 22Q: 3 clusters Score -9697028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9697080.000000 Penalty: 3704.400146
	Iteration 23Q: 3 clusters Score -9697080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9697101.000000 Penalty: 3704.400146
	Iteration 24Q: 3 clusters Score -9697101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9697140.000000 Penalty: 3704.400146
	Iteration 25Q: 3 clusters Score -9697140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9697169.000000 Penalty: 3704.400146
	Iteration 26Q: 3 clusters Score -9697169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9697184.000000 Penalty: 3704.400146
	Iteration 27Q: 3 clusters Score -9697184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9697226.000000 Penalty: 3704.400146
	Iteration 28Q: 3 clusters Score -9697226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9697212.000000 Penalty: 3704.400146
	Iteration 29Q: 3 clusters Score -9697212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9697227.000000 Penalty: 3704.400146
	Iteration 30Q: 3 clusters Score -9697227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9697242.000000 Penalty: 3704.400146
	Iteration 31Q: 3 clusters Score -9697242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9697240.000000 Penalty: 3704.400146
	Iteration 32Q: 3 clusters Score -9697240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9697224.000000 Penalty: 3704.400146
	Iteration 33Q: 3 clusters Score -9697224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9697236.000000 Penalty: 3704.400146
	Iteration 34Q: 3 clusters Score -9697236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88480 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9697239.000000 Penalty: 3704.400146
	Iteration 35Q: 3 clusters Score -9697239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9697245.000000 Penalty: 3704.400146
	Iteration 36Q: 3 clusters Score -9697245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9697252.000000 Penalty: 3704.400146
	Iteration 37Q: 3 clusters Score -9697252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9697255.000000 Penalty: 3704.400146
	Iteration 38Q: 3 clusters Score -9697255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9697250.000000 Penalty: 3704.400146
	Iteration 39Q: 3 clusters Score -9697250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9697242.000000 Penalty: 3704.400146
	Iteration 40F: 3 clusters Score -9697242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9697242.000000 Penalty: 3704.400146
	Iteration 41Q: 3 clusters Score -9697242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9697240.000000 Penalty: 3704.400146
	Iteration 42Q: 3 clusters Score -9697240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9697240.000000 Penalty: 3704.400146
	Iteration 43F: 3 clusters Score -9697240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Entering Unmasked Estep 
Score: -1411037.000000 Penalty: 1549.066040
	Iteration 0F: 2 clusters Score -1411037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1401526.500000 Penalty: 3098.132080
	Iteration 0F: 3 clusters Score -1401526 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1404809.000000 Penalty: 3098.132080
	Iteration 1F: 3 clusters Score -1404809 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1405214.000000 Penalty: 3098.132080
	Iteration 2F: 3 clusters Score -1405214 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1405609.375000 Penalty: 3098.132080
	Iteration 3F: 3 clusters Score -1405609 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1405979.500000 Penalty: 3098.132080
	Iteration 4F: 3 clusters Score -1405980 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1406294.500000 Penalty: 3098.132080
	Iteration 5F: 3 clusters Score -1406294 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1406581.750000 Penalty: 3098.132080
	Iteration 6Q: 3 clusters Score -1406582 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1406851.125000 Penalty: 3098.132080
	Iteration 7Q: 3 clusters Score -1406851 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1407104.375000 Penalty: 3098.132080
	Iteration 8Q: 3 clusters Score -1407104 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1407341.750000 Penalty: 3098.132080
	Iteration 9Q: 3 clusters Score -1407342 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1407570.625000 Penalty: 3098.132080
	Iteration 10Q: 3 clusters Score -1407571 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1407801.375000 Penalty: 3098.132080
	Iteration 11Q: 3 clusters Score -1407801 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1408027.000000 Penalty: 3098.132080
	Iteration 12Q: 3 clusters Score -1408027 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1408247.250000 Penalty: 3098.132080
	Iteration 13Q: 3 clusters Score -1408247 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1408475.250000 Penalty: 3098.132080
	Iteration 14Q: 3 clusters Score -1408475 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1408708.250000 Penalty: 3098.132080
	Iteration 15Q: 3 clusters Score -1408708 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1408909.375000 Penalty: 3098.132080
	Iteration 16Q: 3 clusters Score -1408909 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1409125.000000 Penalty: 3098.132080
	Iteration 17Q: 3 clusters Score -1409125 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1409331.000000 Penalty: 3098.132080
	Iteration 18Q: 3 clusters Score -1409331 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1409514.625000 Penalty: 3098.132080
	Iteration 19Q: 3 clusters Score -1409515 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1409633.875000 Penalty: 3098.132080
	Iteration 20F: 3 clusters Score -1409634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1409724.625000 Penalty: 3098.132080
	Iteration 21Q: 3 clusters Score -1409725 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1409777.000000 Penalty: 3098.132080
	Iteration 22Q: 3 clusters Score -1409777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1409819.500000 Penalty: 3098.132080
	Iteration 23Q: 3 clusters Score -1409820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1409841.875000 Penalty: 3098.132080
	Iteration 24Q: 3 clusters Score -1409842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1409863.125000 Penalty: 3098.132080
	Iteration 25Q: 3 clusters Score -1409863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1409873.750000 Penalty: 3098.132080
	Iteration 26Q: 3 clusters Score -1409874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1409888.125000 Penalty: 3098.132080
	Iteration 27Q: 3 clusters Score -1409888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1409901.500000 Penalty: 3098.132080
	Iteration 28Q: 3 clusters Score -1409902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1409911.500000 Penalty: 3098.132080
	Iteration 29Q: 3 clusters Score -1409912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1409918.125000 Penalty: 3098.132080
	Iteration 30Q: 3 clusters Score -1409918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1409919.750000 Penalty: 3098.132080
	Iteration 31Q: 3 clusters Score -1409920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1409921.125000 Penalty: 3098.132080
	Iteration 32Q: 3 clusters Score -1409921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1409920.875000 Penalty: 3098.132080
	Iteration 33Q: 3 clusters Score -1409921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1409920.875000 Penalty: 3098.132080
	Iteration 34Q: 3 clusters Score -1409921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1409920.875000 Penalty: 3098.132080
	Iteration 35F: 3 clusters Score -1409921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -264852.000000 Penalty: 1273.538452
	Iteration 0F: 2 clusters Score -264852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -262415.125000 Penalty: 2547.076904
	Iteration 0F: 3 clusters Score -262415.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -262967.937500 Penalty: 2547.076904
	Iteration 1F: 3 clusters Score -262967.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -263116.062500 Penalty: 2547.076904
	Iteration 2F: 3 clusters Score -263116.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263207.343750 Penalty: 2547.076904
	Iteration 3F: 3 clusters Score -263207.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263257.343750 Penalty: 2547.076904
	Iteration 4Q: 3 clusters Score -263257.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263287.375000 Penalty: 2547.076904
	Iteration 5Q: 3 clusters Score -263287.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -263311.906250 Penalty: 2547.076904
	Iteration 6Q: 3 clusters Score -263311.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -263338.187500 Penalty: 2547.076904
	Iteration 7Q: 3 clusters Score -263338.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -263369.531250 Penalty: 2547.076904
	Iteration 8Q: 3 clusters Score -263369.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -263399.468750 Penalty: 2547.076904
	Iteration 9Q: 3 clusters Score -263399.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -263428.218750 Penalty: 2547.076904
	Iteration 10Q: 3 clusters Score -263428.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -263457.812500 Penalty: 2547.076904
	Iteration 11Q: 3 clusters Score -263457.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -263489.656250 Penalty: 2547.076904
	Iteration 12Q: 3 clusters Score -263489.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -263518.250000 Penalty: 2547.076904
	Iteration 13Q: 3 clusters Score -263518.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -263553.062500 Penalty: 2547.076904
	Iteration 14Q: 3 clusters Score -263553.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -263581.781250 Penalty: 2547.076904
	Iteration 15Q: 3 clusters Score -263581.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -263609.281250 Penalty: 2547.076904
	Iteration 16Q: 3 clusters Score -263609.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -263642.031250 Penalty: 2547.076904
	Iteration 17Q: 3 clusters Score -263642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -263687.468750 Penalty: 2547.076904
	Iteration 18Q: 3 clusters Score -263687.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -263770.343750 Penalty: 2547.076904
	Iteration 19Q: 3 clusters Score -263770.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -263863.406250 Penalty: 2547.076904
	Iteration 20F: 3 clusters Score -263863.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -263935.375000 Penalty: 2547.076904
	Iteration 21Q: 3 clusters Score -263935.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -263962.250000 Penalty: 2547.076904
	Iteration 22Q: 3 clusters Score -263962.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -263980.062500 Penalty: 2547.076904
	Iteration 23Q: 3 clusters Score -263980.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -263994.093750 Penalty: 2547.076904
	Iteration 24Q: 3 clusters Score -263994.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -264009.312500 Penalty: 2547.076904
	Iteration 25Q: 3 clusters Score -264009.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -264020.968750 Penalty: 2547.076904
	Iteration 26Q: 3 clusters Score -264021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -264026.625000 Penalty: 2547.076904
	Iteration 27Q: 3 clusters Score -264026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -264029.062500 Penalty: 2547.076904
	Iteration 28Q: 3 clusters Score -264029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -264029.906250 Penalty: 2547.076904
	Iteration 29Q: 3 clusters Score -264029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -264031.343750 Penalty: 2547.076904
	Iteration 30Q: 3 clusters Score -264031.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -264031.343750 Penalty: 2547.076904
	Iteration 31F: 3 clusters Score -264031.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -10606.920898 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -10606.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10012.045898 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -10012.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10138.180664 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -10138.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10149.871094 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -10149.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10159.846680 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -10159.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10159.846680 Penalty: 1663.348022
	Iteration 4F: 3 clusters Score -10159.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -692499.562500 Penalty: 1429.552490
	Iteration 0F: 2 clusters Score -692499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -687430.812500 Penalty: 2859.104980
	Iteration 0F: 3 clusters Score -687430.8 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -688887.625000 Penalty: 2859.104980
	Iteration 1F: 3 clusters Score -688887.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -689160.687500 Penalty: 2859.104980
	Iteration 2F: 3 clusters Score -689160.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -689383.562500 Penalty: 2859.104980
	Iteration 3F: 3 clusters Score -689383.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -689571.875000 Penalty: 2859.104980
	Iteration 4F: 3 clusters Score -689571.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -689794.125000 Penalty: 2859.104980
	Iteration 5F: 3 clusters Score -689794.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -690055.062500 Penalty: 2859.104980
	Iteration 6F: 3 clusters Score -690055.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -690325.187500 Penalty: 2859.104980
	Iteration 7F: 3 clusters Score -690325.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -690637.125000 Penalty: 2859.104980
	Iteration 8F: 3 clusters Score -690637.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -690876.750000 Penalty: 2859.104980
	Iteration 9Q: 3 clusters Score -690876.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -691058.562500 Penalty: 2859.104980
	Iteration 10Q: 3 clusters Score -691058.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -691183.437500 Penalty: 2859.104980
	Iteration 11Q: 3 clusters Score -691183.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -691270.312500 Penalty: 2859.104980
	Iteration 12Q: 3 clusters Score -691270.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -691342.125000 Penalty: 2859.104980
	Iteration 13Q: 3 clusters Score -691342.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -691395.500000 Penalty: 2859.104980
	Iteration 14Q: 3 clusters Score -691395.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -691427.687500 Penalty: 2859.104980
	Iteration 15Q: 3 clusters Score -691427.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -691440.750000 Penalty: 2859.104980
	Iteration 16Q: 3 clusters Score -691440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -691447.375000 Penalty: 2859.104980
	Iteration 17Q: 3 clusters Score -691447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -691448.437500 Penalty: 2859.104980
	Iteration 18Q: 3 clusters Score -691448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -691450.875000 Penalty: 2859.104980
	Iteration 19Q: 3 clusters Score -691450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -691451.125000 Penalty: 2859.104980
	Iteration 20F: 3 clusters Score -691451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -691453.250000 Penalty: 2859.104980
	Iteration 21Q: 3 clusters Score -691453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -691454.000000 Penalty: 2859.104980
	Iteration 22Q: 3 clusters Score -691454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -691459.812500 Penalty: 2859.104980
	Iteration 23Q: 3 clusters Score -691459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -691467.312500 Penalty: 2859.104980
	Iteration 24Q: 3 clusters Score -691467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -691470.250000 Penalty: 2859.104980
	Iteration 25Q: 3 clusters Score -691470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -691473.562500 Penalty: 2859.104980
	Iteration 26Q: 3 clusters Score -691473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -691478.062500 Penalty: 2859.104980
	Iteration 27Q: 3 clusters Score -691478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -691480.500000 Penalty: 2859.104980
	Iteration 28Q: 3 clusters Score -691480.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -691481.437500 Penalty: 2859.104980
	Iteration 29Q: 3 clusters Score -691481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -691482.312500 Penalty: 2859.104980
	Iteration 30Q: 3 clusters Score -691482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -691485.062500 Penalty: 2859.104980
	Iteration 31Q: 3 clusters Score -691485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -691485.062500 Penalty: 2859.104980
	Iteration 32F: 3 clusters Score -691485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -132281.328125 Penalty: 1160.065918
	Iteration 0F: 2 clusters Score -132281.3 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 625 members 
Entering Unmasked Estep 
Score: -130682.195312 Penalty: 2320.131836
	Iteration 0F: 3 clusters Score -130682.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -130949.242188 Penalty: 2320.131836
	Iteration 1F: 3 clusters Score -130949.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -131007.796875 Penalty: 2320.131836
	Iteration 2F: 3 clusters Score -131007.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -131031.640625 Penalty: 2320.131836
	Iteration 3Q: 3 clusters Score -131031.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -131047.437500 Penalty: 2320.131836
	Iteration 4Q: 3 clusters Score -131047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131058.593750 Penalty: 2320.131836
	Iteration 5Q: 3 clusters Score -131058.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131067.601562 Penalty: 2320.131836
	Iteration 6Q: 3 clusters Score -131067.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -131076.781250 Penalty: 2320.131836
	Iteration 7Q: 3 clusters Score -131076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131081.859375 Penalty: 2320.131836
	Iteration 8Q: 3 clusters Score -131081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131085.609375 Penalty: 2320.131836
	Iteration 9Q: 3 clusters Score -131085.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131089.015625 Penalty: 2320.131836
	Iteration 10Q: 3 clusters Score -131089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131091.281250 Penalty: 2320.131836
	Iteration 11Q: 3 clusters Score -131091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131094.546875 Penalty: 2320.131836
	Iteration 12Q: 3 clusters Score -131094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131100.421875 Penalty: 2320.131836
	Iteration 13Q: 3 clusters Score -131100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -131105.640625 Penalty: 2320.131836
	Iteration 14Q: 3 clusters Score -131105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131111.937500 Penalty: 2320.131836
	Iteration 15Q: 3 clusters Score -131111.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131121.968750 Penalty: 2320.131836
	Iteration 16Q: 3 clusters Score -131122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131128.484375 Penalty: 2320.131836
	Iteration 17Q: 3 clusters Score -131128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131133.843750 Penalty: 2320.131836
	Iteration 18Q: 3 clusters Score -131133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131139.031250 Penalty: 2320.131836
	Iteration 19Q: 3 clusters Score -131139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -131142.359375 Penalty: 2320.131836
	Iteration 20F: 3 clusters Score -131142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131144.953125 Penalty: 2320.131836
	Iteration 21Q: 3 clusters Score -131145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131147.718750 Penalty: 2320.131836
	Iteration 22Q: 3 clusters Score -131147.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131154.687500 Penalty: 2320.131836
	Iteration 23Q: 3 clusters Score -131154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -131159.140625 Penalty: 2320.131836
	Iteration 24Q: 3 clusters Score -131159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -131161.359375 Penalty: 2320.131836
	Iteration 25Q: 3 clusters Score -131161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -131162.171875 Penalty: 2320.131836
	Iteration 26Q: 3 clusters Score -131162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -131163.453125 Penalty: 2320.131836
	Iteration 27Q: 3 clusters Score -131163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -131167.578125 Penalty: 2320.131836
	Iteration 28Q: 3 clusters Score -131167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131169.843750 Penalty: 2320.131836
	Iteration 29Q: 3 clusters Score -131169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -131173.187500 Penalty: 2320.131836
	Iteration 30Q: 3 clusters Score -131173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -131174.390625 Penalty: 2320.131836
	Iteration 31Q: 3 clusters Score -131174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131176.546875 Penalty: 2320.131836
	Iteration 32Q: 3 clusters Score -131176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131177.687500 Penalty: 2320.131836
	Iteration 33Q: 3 clusters Score -131177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131178.421875 Penalty: 2320.131836
	Iteration 34Q: 3 clusters Score -131178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131178.421875 Penalty: 2320.131836
	Iteration 35F: 3 clusters Score -131178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1009636.625000 Penalty: 1502.286255
	Iteration 0F: 2 clusters Score -1009637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1002192.312500 Penalty: 3004.572510
	Iteration 0F: 3 clusters Score -1002192 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1004941.437500 Penalty: 3004.572510
	Iteration 1F: 3 clusters Score -1004941 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1005478.625000 Penalty: 3004.572510
	Iteration 2F: 3 clusters Score -1005479 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1006080.437500 Penalty: 3004.572510
	Iteration 3F: 3 clusters Score -1006080 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1006677.500000 Penalty: 3004.572510
	Iteration 4F: 3 clusters Score -1006678 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1007163.625000 Penalty: 3004.572510
	Iteration 5F: 3 clusters Score -1007164 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1007533.625000 Penalty: 3004.572510
	Iteration 6F: 3 clusters Score -1007534 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1007847.812500 Penalty: 3004.572510
	Iteration 7Q: 3 clusters Score -1007848 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1008067.500000 Penalty: 3004.572510
	Iteration 8Q: 3 clusters Score -1008068 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1008209.000000 Penalty: 3004.572510
	Iteration 9Q: 3 clusters Score -1008209 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1008305.875000 Penalty: 3004.572510
	Iteration 10Q: 3 clusters Score -1008306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1008381.937500 Penalty: 3004.572510
	Iteration 11Q: 3 clusters Score -1008382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1008442.750000 Penalty: 3004.572510
	Iteration 12Q: 3 clusters Score -1008443 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1008480.750000 Penalty: 3004.572510
	Iteration 13Q: 3 clusters Score -1008481 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1008509.125000 Penalty: 3004.572510
	Iteration 14Q: 3 clusters Score -1008509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1008538.312500 Penalty: 3004.572510
	Iteration 15Q: 3 clusters Score -1008538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1008563.875000 Penalty: 3004.572510
	Iteration 16Q: 3 clusters Score -1008564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1008588.437500 Penalty: 3004.572510
	Iteration 17Q: 3 clusters Score -1008588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1008603.562500 Penalty: 3004.572510
	Iteration 18Q: 3 clusters Score -1008604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1008615.812500 Penalty: 3004.572510
	Iteration 19Q: 3 clusters Score -1008616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1008626.250000 Penalty: 3004.572510
	Iteration 20F: 3 clusters Score -1008626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1008636.937500 Penalty: 3004.572510
	Iteration 21Q: 3 clusters Score -1008637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1008644.312500 Penalty: 3004.572510
	Iteration 22Q: 3 clusters Score -1008644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1008649.500000 Penalty: 3004.572510
	Iteration 23Q: 3 clusters Score -1008650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1008650.562500 Penalty: 3004.572510
	Iteration 24Q: 3 clusters Score -1008651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1008653.125000 Penalty: 3004.572510
	Iteration 25Q: 3 clusters Score -1008653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1008656.375000 Penalty: 3004.572510
	Iteration 26Q: 3 clusters Score -1008656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1008660.000000 Penalty: 3004.572510
	Iteration 27Q: 3 clusters Score -1008660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1008663.812500 Penalty: 3004.572510
	Iteration 28Q: 3 clusters Score -1008664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1008666.875000 Penalty: 3004.572510
	Iteration 29Q: 3 clusters Score -1008667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1008675.187500 Penalty: 3004.572510
	Iteration 30Q: 3 clusters Score -1008675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1008676.687500 Penalty: 3004.572510
	Iteration 31Q: 3 clusters Score -1008677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1008678.062500 Penalty: 3004.572510
	Iteration 32Q: 3 clusters Score -1008678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1008682.437500 Penalty: 3004.572510
	Iteration 33Q: 3 clusters Score -1008682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1008683.375000 Penalty: 3004.572510
	Iteration 34Q: 3 clusters Score -1008683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1008691.062500 Penalty: 3004.572510
	Iteration 35Q: 3 clusters Score -1008691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1008694.312500 Penalty: 3004.572510
	Iteration 36Q: 3 clusters Score -1008694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1008702.812500 Penalty: 3004.572510
	Iteration 37Q: 3 clusters Score -1008703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1008708.312500 Penalty: 3004.572510
	Iteration 38Q: 3 clusters Score -1008708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1008718.312500 Penalty: 3004.572510
	Iteration 39Q: 3 clusters Score -1008718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1008730.500000 Penalty: 3004.572510
	Iteration 40F: 3 clusters Score -1008730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1008737.375000 Penalty: 3004.572510
	Iteration 41Q: 3 clusters Score -1008737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1008752.562500 Penalty: 3004.572510
	Iteration 42Q: 3 clusters Score -1008753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1008762.062500 Penalty: 3004.572510
	Iteration 43Q: 3 clusters Score -1008762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1008768.812500 Penalty: 3004.572510
	Iteration 44Q: 3 clusters Score -1008769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1008774.000000 Penalty: 3004.572510
	Iteration 45Q: 3 clusters Score -1008774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1008791.187500 Penalty: 3004.572510
	Iteration 46Q: 3 clusters Score -1008791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1008803.187500 Penalty: 3004.572510
	Iteration 47Q: 3 clusters Score -1008803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1008819.000000 Penalty: 3004.572510
	Iteration 48Q: 3 clusters Score -1008819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1008835.187500 Penalty: 3004.572510
	Iteration 49Q: 3 clusters Score -1008835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1008862.000000 Penalty: 3004.572510
	Iteration 50Q: 3 clusters Score -1008862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1008890.937500 Penalty: 3004.572510
	Iteration 51Q: 3 clusters Score -1008891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1008936.312500 Penalty: 3004.572510
	Iteration 52Q: 3 clusters Score -1008936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1008984.687500 Penalty: 3004.572510
	Iteration 53Q: 3 clusters Score -1008985 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1009028.000000 Penalty: 3004.572510
	Iteration 54Q: 3 clusters Score -1009028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1009053.937500 Penalty: 3004.572510
	Iteration 55Q: 3 clusters Score -1009054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1009071.000000 Penalty: 3004.572510
	Iteration 56Q: 3 clusters Score -1009071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1009087.312500 Penalty: 3004.572510
	Iteration 57Q: 3 clusters Score -1009087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1009097.375000 Penalty: 3004.572510
	Iteration 58Q: 3 clusters Score -1009097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1009108.687500 Penalty: 3004.572510
	Iteration 59Q: 3 clusters Score -1009109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1009115.437500 Penalty: 3004.572510
	Iteration 60F: 3 clusters Score -1009115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1009118.062500 Penalty: 3004.572510
	Iteration 61Q: 3 clusters Score -1009118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1009120.187500 Penalty: 3004.572510
	Iteration 62Q: 3 clusters Score -1009120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1009119.875000 Penalty: 3004.572510
	Iteration 63Q: 3 clusters Score -1009120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1009121.937500 Penalty: 3004.572510
	Iteration 64Q: 3 clusters Score -1009122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1009126.187500 Penalty: 3004.572510
	Iteration 65Q: 3 clusters Score -1009126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1009129.375000 Penalty: 3004.572510
	Iteration 66Q: 3 clusters Score -1009129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1009131.062500 Penalty: 3004.572510
	Iteration 67Q: 3 clusters Score -1009131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1009131.937500 Penalty: 3004.572510
	Iteration 68Q: 3 clusters Score -1009132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1009135.687500 Penalty: 3004.572510
	Iteration 69Q: 3 clusters Score -1009136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1009134.437500 Penalty: 3004.572510
	Iteration 70Q: 3 clusters Score -1009134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1009135.312500 Penalty: 3004.572510
	Iteration 71Q: 3 clusters Score -1009135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1009136.875000 Penalty: 3004.572510
	Iteration 72Q: 3 clusters Score -1009137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1009135.312500 Penalty: 3004.572510
	Iteration 73Q: 3 clusters Score -1009135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1009137.937500 Penalty: 3004.572510
	Iteration 74Q: 3 clusters Score -1009138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1009139.750000 Penalty: 3004.572510
	Iteration 75Q: 3 clusters Score -1009140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1009142.937500 Penalty: 3004.572510
	Iteration 76Q: 3 clusters Score -1009143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1009142.375000 Penalty: 3004.572510
	Iteration 77Q: 3 clusters Score -1009142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1009143.937500 Penalty: 3004.572510
	Iteration 78Q: 3 clusters Score -1009144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1009145.125000 Penalty: 3004.572510
	Iteration 79Q: 3 clusters Score -1009145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1009146.000000 Penalty: 3004.572510
	Iteration 80F: 3 clusters Score -1009146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1009145.750000 Penalty: 3004.572510
	Iteration 81Q: 3 clusters Score -1009146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1009146.562500 Penalty: 3004.572510
	Iteration 82Q: 3 clusters Score -1009147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1009148.687500 Penalty: 3004.572510
	Iteration 83Q: 3 clusters Score -1009149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1009148.187500 Penalty: 3004.572510
	Iteration 84Q: 3 clusters Score -1009148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1009148.187500 Penalty: 3004.572510
	Iteration 85F: 3 clusters Score -1009148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -1005327.437500 Penalty: 1482.529175
	Iteration 0F: 2 clusters Score -1005327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -998657.125000 Penalty: 2965.058350
	Iteration 0F: 3 clusters Score -998657.1 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1000840.562500 Penalty: 2965.058350
	Iteration 1F: 3 clusters Score -1000841 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1001085.500000 Penalty: 2965.058350
	Iteration 2F: 3 clusters Score -1001086 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1001276.187500 Penalty: 2965.058350
	Iteration 3F: 3 clusters Score -1001276 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1001423.500000 Penalty: 2965.058350
	Iteration 4Q: 3 clusters Score -1001424 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1001559.500000 Penalty: 2965.058350
	Iteration 5Q: 3 clusters Score -1001560 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1001687.500000 Penalty: 2965.058350
	Iteration 6Q: 3 clusters Score -1001688 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1001816.187500 Penalty: 2965.058350
	Iteration 7Q: 3 clusters Score -1001816 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1001938.625000 Penalty: 2965.058350
	Iteration 8Q: 3 clusters Score -1001939 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1002101.437500 Penalty: 2965.058350
	Iteration 9Q: 3 clusters Score -1002101 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1002277.375000 Penalty: 2965.058350
	Iteration 10Q: 3 clusters Score -1002277 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1002491.687500 Penalty: 2965.058350
	Iteration 11Q: 3 clusters Score -1002492 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1002725.937500 Penalty: 2965.058350
	Iteration 12Q: 3 clusters Score -1002726 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1002925.687500 Penalty: 2965.058350
	Iteration 13Q: 3 clusters Score -1002926 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1003071.812500 Penalty: 2965.058350
	Iteration 14Q: 3 clusters Score -1003072 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1003188.062500 Penalty: 2965.058350
	Iteration 15Q: 3 clusters Score -1003188 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1003297.312500 Penalty: 2965.058350
	Iteration 16Q: 3 clusters Score -1003297 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1003390.812500 Penalty: 2965.058350
	Iteration 17Q: 3 clusters Score -1003391 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1003489.062500 Penalty: 2965.058350
	Iteration 18Q: 3 clusters Score -1003489 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1003568.000000 Penalty: 2965.058350
	Iteration 19Q: 3 clusters Score -1003568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1003629.687500 Penalty: 2965.058350
	Iteration 20F: 3 clusters Score -1003630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1003690.125000 Penalty: 2965.058350
	Iteration 21Q: 3 clusters Score -1003690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1003743.812500 Penalty: 2965.058350
	Iteration 22Q: 3 clusters Score -1003744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1003796.875000 Penalty: 2965.058350
	Iteration 23Q: 3 clusters Score -1003797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1003844.312500 Penalty: 2965.058350
	Iteration 24Q: 3 clusters Score -1003844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1003887.750000 Penalty: 2965.058350
	Iteration 25Q: 3 clusters Score -1003888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1003916.812500 Penalty: 2965.058350
	Iteration 26Q: 3 clusters Score -1003917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1003937.000000 Penalty: 2965.058350
	Iteration 27Q: 3 clusters Score -1003937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1003956.062500 Penalty: 2965.058350
	Iteration 28Q: 3 clusters Score -1003956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1003978.937500 Penalty: 2965.058350
	Iteration 29Q: 3 clusters Score -1003979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1003995.625000 Penalty: 2965.058350
	Iteration 30Q: 3 clusters Score -1003996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1004005.375000 Penalty: 2965.058350
	Iteration 31Q: 3 clusters Score -1004005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1004014.000000 Penalty: 2965.058350
	Iteration 32Q: 3 clusters Score -1004014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1004020.312500 Penalty: 2965.058350
	Iteration 33Q: 3 clusters Score -1004020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1004028.437500 Penalty: 2965.058350
	Iteration 34Q: 3 clusters Score -1004028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1004033.125000 Penalty: 2965.058350
	Iteration 35Q: 3 clusters Score -1004033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1004042.250000 Penalty: 2965.058350
	Iteration 36Q: 3 clusters Score -1004042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1004049.812500 Penalty: 2965.058350
	Iteration 37Q: 3 clusters Score -1004050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1004052.375000 Penalty: 2965.058350
	Iteration 38Q: 3 clusters Score -1004052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1004054.875000 Penalty: 2965.058350
	Iteration 39Q: 3 clusters Score -1004055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1004058.312500 Penalty: 2965.058350
	Iteration 40F: 3 clusters Score -1004058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1004061.937500 Penalty: 2965.058350
	Iteration 41Q: 3 clusters Score -1004062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1004065.125000 Penalty: 2965.058350
	Iteration 42Q: 3 clusters Score -1004065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1004067.375000 Penalty: 2965.058350
	Iteration 43Q: 3 clusters Score -1004067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1004067.875000 Penalty: 2965.058350
	Iteration 44Q: 3 clusters Score -1004068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1004068.250000 Penalty: 2965.058350
	Iteration 45Q: 3 clusters Score -1004068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1004070.062500 Penalty: 2965.058350
	Iteration 46Q: 3 clusters Score -1004070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1004072.187500 Penalty: 2965.058350
	Iteration 47Q: 3 clusters Score -1004072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1004072.187500 Penalty: 2965.058350
	Iteration 48F: 3 clusters Score -1004072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -262102.125000 Penalty: 1285.887695
	Iteration 0F: 2 clusters Score -262102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259594.593750 Penalty: 2571.775391
	Iteration 0F: 3 clusters Score -259594.6 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -260337.765625 Penalty: 2571.775391
	Iteration 1F: 3 clusters Score -260337.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260580.109375 Penalty: 2571.775391
	Iteration 2F: 3 clusters Score -260580.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -260784.328125 Penalty: 2571.775391
	Iteration 3F: 3 clusters Score -260784.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -260942.406250 Penalty: 2571.775391
	Iteration 4F: 3 clusters Score -260942.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261037.515625 Penalty: 2571.775391
	Iteration 5Q: 3 clusters Score -261037.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -261114.328125 Penalty: 2571.775391
	Iteration 6Q: 3 clusters Score -261114.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -261181.062500 Penalty: 2571.775391
	Iteration 7Q: 3 clusters Score -261181.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -261236.125000 Penalty: 2571.775391
	Iteration 8Q: 3 clusters Score -261236.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -261279.046875 Penalty: 2571.775391
	Iteration 9Q: 3 clusters Score -261279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -261343.718750 Penalty: 2571.775391
	Iteration 10Q: 3 clusters Score -261343.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -261403.500000 Penalty: 2571.775391
	Iteration 11Q: 3 clusters Score -261403.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -261465.640625 Penalty: 2571.775391
	Iteration 12Q: 3 clusters Score -261465.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -261539.062500 Penalty: 2571.775391
	Iteration 13Q: 3 clusters Score -261539.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261599.703125 Penalty: 2571.775391
	Iteration 14Q: 3 clusters Score -261599.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -261655.812500 Penalty: 2571.775391
	Iteration 15Q: 3 clusters Score -261655.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -261695.906250 Penalty: 2571.775391
	Iteration 16Q: 3 clusters Score -261695.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -261731.906250 Penalty: 2571.775391
	Iteration 17Q: 3 clusters Score -261731.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -261758.218750 Penalty: 2571.775391
	Iteration 18Q: 3 clusters Score -261758.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -261785.796875 Penalty: 2571.775391
	Iteration 19Q: 3 clusters Score -261785.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -261812.265625 Penalty: 2571.775391
	Iteration 20F: 3 clusters Score -261812.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -261827.953125 Penalty: 2571.775391
	Iteration 21Q: 3 clusters Score -261828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -261867.171875 Penalty: 2571.775391
	Iteration 22Q: 3 clusters Score -261867.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -261896.953125 Penalty: 2571.775391
	Iteration 23Q: 3 clusters Score -261897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261906.406250 Penalty: 2571.775391
	Iteration 24Q: 3 clusters Score -261906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -261908.968750 Penalty: 2571.775391
	Iteration 25Q: 3 clusters Score -261909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -261911.359375 Penalty: 2571.775391
	Iteration 26Q: 3 clusters Score -261911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261912.078125 Penalty: 2571.775391
	Iteration 27Q: 3 clusters Score -261912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -261913.156250 Penalty: 2571.775391
	Iteration 28Q: 3 clusters Score -261913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261913.921875 Penalty: 2571.775391
	Iteration 29Q: 3 clusters Score -261913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -261914.156250 Penalty: 2571.775391
	Iteration 30Q: 3 clusters Score -261914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261914.500000 Penalty: 2571.775391
	Iteration 31Q: 3 clusters Score -261914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -261914.468750 Penalty: 2571.775391
	Iteration 32Q: 3 clusters Score -261914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261915.234375 Penalty: 2571.775391
	Iteration 33Q: 3 clusters Score -261915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261915.343750 Penalty: 2571.775391
	Iteration 34Q: 3 clusters Score -261915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261915.343750 Penalty: 2571.775391
	Iteration 35F: 3 clusters Score -261915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Entering Unmasked Estep 
Score: -798675.125000 Penalty: 1451.355591
	Iteration 0F: 2 clusters Score -798675.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -793097.437500 Penalty: 2902.711182
	Iteration 0F: 3 clusters Score -793097.4 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -794746.687500 Penalty: 2902.711182
	Iteration 1F: 3 clusters Score -794746.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -794946.187500 Penalty: 2902.711182
	Iteration 2F: 3 clusters Score -794946.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -795106.875000 Penalty: 2902.711182
	Iteration 3Q: 3 clusters Score -795106.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -795239.250000 Penalty: 2902.711182
	Iteration 4Q: 3 clusters Score -795239.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -795361.062500 Penalty: 2902.711182
	Iteration 5Q: 3 clusters Score -795361.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -795474.625000 Penalty: 2902.711182
	Iteration 6Q: 3 clusters Score -795474.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -795579.812500 Penalty: 2902.711182
	Iteration 7Q: 3 clusters Score -795579.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -795691.187500 Penalty: 2902.711182
	Iteration 8Q: 3 clusters Score -795691.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -795812.625000 Penalty: 2902.711182
	Iteration 9Q: 3 clusters Score -795812.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -795939.187500 Penalty: 2902.711182
	Iteration 10Q: 3 clusters Score -795939.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -796056.375000 Penalty: 2902.711182
	Iteration 11Q: 3 clusters Score -796056.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -796165.250000 Penalty: 2902.711182
	Iteration 12Q: 3 clusters Score -796165.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -796269.937500 Penalty: 2902.711182
	Iteration 13Q: 3 clusters Score -796269.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -796358.625000 Penalty: 2902.711182
	Iteration 14Q: 3 clusters Score -796358.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -796445.062500 Penalty: 2902.711182
	Iteration 15Q: 3 clusters Score -796445.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -796516.812500 Penalty: 2902.711182
	Iteration 16Q: 3 clusters Score -796516.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -796591.812500 Penalty: 2902.711182
	Iteration 17Q: 3 clusters Score -796591.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -796667.750000 Penalty: 2902.711182
	Iteration 18Q: 3 clusters Score -796667.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -796750.687500 Penalty: 2902.711182
	Iteration 19Q: 3 clusters Score -796750.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -796835.437500 Penalty: 2902.711182
	Iteration 20F: 3 clusters Score -796835.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -796922.687500 Penalty: 2902.711182
	Iteration 21Q: 3 clusters Score -796922.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -797004.625000 Penalty: 2902.711182
	Iteration 22Q: 3 clusters Score -797004.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -797082.687500 Penalty: 2902.711182
	Iteration 23Q: 3 clusters Score -797082.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -797152.250000 Penalty: 2902.711182
	Iteration 24Q: 3 clusters Score -797152.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -797204.812500 Penalty: 2902.711182
	Iteration 25Q: 3 clusters Score -797204.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -797241.562500 Penalty: 2902.711182
	Iteration 26Q: 3 clusters Score -797241.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -797279.750000 Penalty: 2902.711182
	Iteration 27Q: 3 clusters Score -797279.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -797308.187500 Penalty: 2902.711182
	Iteration 28Q: 3 clusters Score -797308.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -797327.937500 Penalty: 2902.711182
	Iteration 29Q: 3 clusters Score -797327.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -797338.687500 Penalty: 2902.711182
	Iteration 30Q: 3 clusters Score -797338.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -797347.812500 Penalty: 2902.711182
	Iteration 31Q: 3 clusters Score -797347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -797354.437500 Penalty: 2902.711182
	Iteration 32Q: 3 clusters Score -797354.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -797363.687500 Penalty: 2902.711182
	Iteration 33Q: 3 clusters Score -797363.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -797369.000000 Penalty: 2902.711182
	Iteration 34Q: 3 clusters Score -797369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -797372.437500 Penalty: 2902.711182
	Iteration 35Q: 3 clusters Score -797372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -797377.750000 Penalty: 2902.711182
	Iteration 36Q: 3 clusters Score -797377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -797378.125000 Penalty: 2902.711182
	Iteration 37Q: 3 clusters Score -797378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -797376.875000 Penalty: 2902.711182
	Iteration 38Q: 3 clusters Score -797376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -797378.875000 Penalty: 2902.711182
	Iteration 39Q: 3 clusters Score -797378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -797380.312500 Penalty: 2902.711182
	Iteration 40F: 3 clusters Score -797380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -797384.437500 Penalty: 2902.711182
	Iteration 41Q: 3 clusters Score -797384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -797385.125000 Penalty: 2902.711182
	Iteration 42Q: 3 clusters Score -797385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -797384.875000 Penalty: 2902.711182
	Iteration 43Q: 3 clusters Score -797384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -797385.750000 Penalty: 2902.711182
	Iteration 44Q: 3 clusters Score -797385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -797389.062500 Penalty: 2902.711182
	Iteration 45Q: 3 clusters Score -797389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -797389.062500 Penalty: 2902.711182
	Iteration 46F: 3 clusters Score -797389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Entering Unmasked Estep 
Score: -1069858.625000 Penalty: 1504.639648
	Iteration 0F: 2 clusters Score -1069859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1062442.375000 Penalty: 3009.279297
	Iteration 0F: 3 clusters Score -1062442 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1064929.750000 Penalty: 3009.279297
	Iteration 1F: 3 clusters Score -1064930 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1065182.125000 Penalty: 3009.279297
	Iteration 2F: 3 clusters Score -1065182 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1065395.250000 Penalty: 3009.279297
	Iteration 3Q: 3 clusters Score -1065395 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1065586.750000 Penalty: 3009.279297
	Iteration 4Q: 3 clusters Score -1065587 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1065778.000000 Penalty: 3009.279297
	Iteration 5Q: 3 clusters Score -1065778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1065982.250000 Penalty: 3009.279297
	Iteration 6Q: 3 clusters Score -1065982 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1066199.625000 Penalty: 3009.279297
	Iteration 7Q: 3 clusters Score -1066200 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1066444.375000 Penalty: 3009.279297
	Iteration 8Q: 3 clusters Score -1066444 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1066724.750000 Penalty: 3009.279297
	Iteration 9Q: 3 clusters Score -1066725 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1067009.875000 Penalty: 3009.279297
	Iteration 10Q: 3 clusters Score -1067010 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1067287.500000 Penalty: 3009.279297
	Iteration 11Q: 3 clusters Score -1067288 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1067533.125000 Penalty: 3009.279297
	Iteration 12Q: 3 clusters Score -1067533 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1067720.250000 Penalty: 3009.279297
	Iteration 13Q: 3 clusters Score -1067720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1067920.250000 Penalty: 3009.279297
	Iteration 14Q: 3 clusters Score -1067920 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1068078.500000 Penalty: 3009.279297
	Iteration 15Q: 3 clusters Score -1068078 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1068200.125000 Penalty: 3009.279297
	Iteration 16Q: 3 clusters Score -1068200 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1068300.375000 Penalty: 3009.279297
	Iteration 17Q: 3 clusters Score -1068300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1068372.125000 Penalty: 3009.279297
	Iteration 18Q: 3 clusters Score -1068372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1068436.375000 Penalty: 3009.279297
	Iteration 19Q: 3 clusters Score -1068436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1068480.500000 Penalty: 3009.279297
	Iteration 20F: 3 clusters Score -1068480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1068517.500000 Penalty: 3009.279297
	Iteration 21Q: 3 clusters Score -1068518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1068546.125000 Penalty: 3009.279297
	Iteration 22Q: 3 clusters Score -1068546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1068579.250000 Penalty: 3009.279297
	Iteration 23Q: 3 clusters Score -1068579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1068604.375000 Penalty: 3009.279297
	Iteration 24Q: 3 clusters Score -1068604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1068623.875000 Penalty: 3009.279297
	Iteration 25Q: 3 clusters Score -1068624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1068646.375000 Penalty: 3009.279297
	Iteration 26Q: 3 clusters Score -1068646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1068663.875000 Penalty: 3009.279297
	Iteration 27Q: 3 clusters Score -1068664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1068672.625000 Penalty: 3009.279297
	Iteration 28Q: 3 clusters Score -1068673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1068677.625000 Penalty: 3009.279297
	Iteration 29Q: 3 clusters Score -1068678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1068686.500000 Penalty: 3009.279297
	Iteration 30Q: 3 clusters Score -1068686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1068696.625000 Penalty: 3009.279297
	Iteration 31Q: 3 clusters Score -1068697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1068709.875000 Penalty: 3009.279297
	Iteration 32Q: 3 clusters Score -1068710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1068714.125000 Penalty: 3009.279297
	Iteration 33Q: 3 clusters Score -1068714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1068718.875000 Penalty: 3009.279297
	Iteration 34Q: 3 clusters Score -1068719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1068722.250000 Penalty: 3009.279297
	Iteration 35Q: 3 clusters Score -1068722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1068729.750000 Penalty: 3009.279297
	Iteration 36Q: 3 clusters Score -1068730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1068730.375000 Penalty: 3009.279297
	Iteration 37Q: 3 clusters Score -1068730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1068730.500000 Penalty: 3009.279297
	Iteration 38Q: 3 clusters Score -1068730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1068733.250000 Penalty: 3009.279297
	Iteration 39Q: 3 clusters Score -1068733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1068735.375000 Penalty: 3009.279297
	Iteration 40F: 3 clusters Score -1068735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1068735.000000 Penalty: 3009.279297
	Iteration 41Q: 3 clusters Score -1068735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1068737.000000 Penalty: 3009.279297
	Iteration 42Q: 3 clusters Score -1068737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1068738.625000 Penalty: 3009.279297
	Iteration 43Q: 3 clusters Score -1068739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1068738.875000 Penalty: 3009.279297
	Iteration 44Q: 3 clusters Score -1068739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1068739.750000 Penalty: 3009.279297
	Iteration 45Q: 3 clusters Score -1068740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1068739.750000 Penalty: 3009.279297
	Iteration 46F: 3 clusters Score -1068740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -215518.921875 Penalty: 1239.634155
	Iteration 0F: 2 clusters Score -215518.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -213376.609375 Penalty: 2479.268311
	Iteration 0F: 3 clusters Score -213376.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -213876.984375 Penalty: 2479.268311
	Iteration 1F: 3 clusters Score -213877 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -214028.937500 Penalty: 2479.268311
	Iteration 2F: 3 clusters Score -214028.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -214183.000000 Penalty: 2479.268311
	Iteration 3F: 3 clusters Score -214183 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -214371.140625 Penalty: 2479.268311
	Iteration 4F: 3 clusters Score -214371.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -214553.203125 Penalty: 2479.268311
	Iteration 5F: 3 clusters Score -214553.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -214672.828125 Penalty: 2479.268311
	Iteration 6F: 3 clusters Score -214672.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -214748.953125 Penalty: 2479.268311
	Iteration 7Q: 3 clusters Score -214749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -214779.406250 Penalty: 2479.268311
	Iteration 8Q: 3 clusters Score -214779.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -214801.562500 Penalty: 2479.268311
	Iteration 9Q: 3 clusters Score -214801.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -214830.218750 Penalty: 2479.268311
	Iteration 10Q: 3 clusters Score -214830.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -214853.343750 Penalty: 2479.268311
	Iteration 11Q: 3 clusters Score -214853.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -214872.734375 Penalty: 2479.268311
	Iteration 12Q: 3 clusters Score -214872.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -214887.328125 Penalty: 2479.268311
	Iteration 13Q: 3 clusters Score -214887.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -214904.328125 Penalty: 2479.268311
	Iteration 14Q: 3 clusters Score -214904.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -214919.921875 Penalty: 2479.268311
	Iteration 15Q: 3 clusters Score -214919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -214933.468750 Penalty: 2479.268311
	Iteration 16Q: 3 clusters Score -214933.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -214942.171875 Penalty: 2479.268311
	Iteration 17Q: 3 clusters Score -214942.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -214951.281250 Penalty: 2479.268311
	Iteration 18Q: 3 clusters Score -214951.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -214959.562500 Penalty: 2479.268311
	Iteration 19Q: 3 clusters Score -214959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -214964.156250 Penalty: 2479.268311
	Iteration 20F: 3 clusters Score -214964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -214970.843750 Penalty: 2479.268311
	Iteration 21Q: 3 clusters Score -214970.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -214980.750000 Penalty: 2479.268311
	Iteration 22Q: 3 clusters Score -214980.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -214988.937500 Penalty: 2479.268311
	Iteration 23Q: 3 clusters Score -214988.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -214995.250000 Penalty: 2479.268311
	Iteration 24Q: 3 clusters Score -214995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -214998.203125 Penalty: 2479.268311
	Iteration 25Q: 3 clusters Score -214998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -215000.437500 Penalty: 2479.268311
	Iteration 26Q: 3 clusters Score -215000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -215001.468750 Penalty: 2479.268311
	Iteration 27Q: 3 clusters Score -215001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -215002.078125 Penalty: 2479.268311
	Iteration 28Q: 3 clusters Score -215002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -215005.203125 Penalty: 2479.268311
	Iteration 29Q: 3 clusters Score -215005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -215005.671875 Penalty: 2479.268311
	Iteration 30Q: 3 clusters Score -215005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -215006.703125 Penalty: 2479.268311
	Iteration 31Q: 3 clusters Score -215006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -215008.078125 Penalty: 2479.268311
	Iteration 32Q: 3 clusters Score -215008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -215008.078125 Penalty: 2479.268311
	Iteration 33F: 3 clusters Score -215008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -73237.492188 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -73237.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71979.031250 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -71979.03 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72279.585938 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -72279.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72386.343750 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -72386.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72452.218750 Penalty: 2175.330078
	Iteration 3Q: 3 clusters Score -72452.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72513.867188 Penalty: 2175.330078
	Iteration 4Q: 3 clusters Score -72513.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72554.882812 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -72554.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72600.828125 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -72600.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72639.226562 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -72639.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72662.484375 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -72662.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72676.406250 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -72676.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72679.375000 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -72679.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72681.226562 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -72681.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72681.226562 Penalty: 2175.330078
	Iteration 12F: 3 clusters Score -72681.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Entering Unmasked Estep 
Score: -13148363.000000 Penalty: 1902.686035
	Iteration 0F: 2 clusters Score -1.314836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -13068209.000000 Penalty: 3805.372070
	Iteration 0F: 3 clusters Score -1.306821e+07 nChanged 58465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -13101845.000000 Penalty: 3805.372070
	Iteration 1F: 3 clusters Score -1.310184e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -13102590.000000 Penalty: 3805.372070
	Iteration 2Q: 3 clusters Score -1.310259e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -13103460.000000 Penalty: 3805.372070
	Iteration 3Q: 3 clusters Score -1.310346e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -13104388.000000 Penalty: 3805.372070
	Iteration 4Q: 3 clusters Score -1.310439e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -13106048.000000 Penalty: 3805.372070
	Iteration 5Q: 3 clusters Score -1.310605e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -13108911.000000 Penalty: 3805.372070
	Iteration 6Q: 3 clusters Score -1.310891e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -13113538.000000 Penalty: 3805.372070
	Iteration 7F: 3 clusters Score -1.311354e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -13120257.000000 Penalty: 3805.372070
	Iteration 8F: 3 clusters Score -1.312026e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -13127924.000000 Penalty: 3805.372070
	Iteration 9F: 3 clusters Score -1.312792e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -13134522.000000 Penalty: 3805.372070
	Iteration 10F: 3 clusters Score -1.313452e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -13138759.000000 Penalty: 3805.372070
	Iteration 11Q: 3 clusters Score -1.313876e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -13141236.000000 Penalty: 3805.372070
	Iteration 12Q: 3 clusters Score -1.314124e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -13143057.000000 Penalty: 3805.372070
	Iteration 13Q: 3 clusters Score -1.314306e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -13144542.000000 Penalty: 3805.372070
	Iteration 14Q: 3 clusters Score -1.314454e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -13145567.000000 Penalty: 3805.372070
	Iteration 15Q: 3 clusters Score -1.314557e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -13146235.000000 Penalty: 3805.372070
	Iteration 16Q: 3 clusters Score -1.314624e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -13146743.000000 Penalty: 3805.372070
	Iteration 17Q: 3 clusters Score -1.314674e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109724 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -13147094.000000 Penalty: 3805.372070
	Iteration 18Q: 3 clusters Score -1.314709e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -13147384.000000 Penalty: 3805.372070
	Iteration 19Q: 3 clusters Score -1.314738e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111159 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -13147576.000000 Penalty: 3805.372070
	Iteration 20F: 3 clusters Score -1.314758e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -13147731.000000 Penalty: 3805.372070
	Iteration 21Q: 3 clusters Score -1.314773e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -13147856.000000 Penalty: 3805.372070
	Iteration 22Q: 3 clusters Score -1.314786e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112684 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -13148033.000000 Penalty: 3805.372070
	Iteration 23Q: 3 clusters Score -1.314803e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -13148135.000000 Penalty: 3805.372070
	Iteration 24Q: 3 clusters Score -1.314814e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -13148215.000000 Penalty: 3805.372070
	Iteration 25Q: 3 clusters Score -1.314822e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113715 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -13148271.000000 Penalty: 3805.372070
	Iteration 26Q: 3 clusters Score -1.314827e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113955 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -13148327.000000 Penalty: 3805.372070
	Iteration 27Q: 3 clusters Score -1.314833e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114195 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -13148319.000000 Penalty: 3805.372070
	Iteration 28Q: 3 clusters Score -1.314832e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -13148361.000000 Penalty: 3805.372070
	Iteration 29Q: 3 clusters Score -1.314836e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114605 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -13148370.000000 Penalty: 3805.372070
	Iteration 30Q: 3 clusters Score -1.314837e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -13148388.000000 Penalty: 3805.372070
	Iteration 31Q: 3 clusters Score -1.314839e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -13148401.000000 Penalty: 3805.372070
	Iteration 32Q: 3 clusters Score -1.31484e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115077 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -13148396.000000 Penalty: 3805.372070
	Iteration 33Q: 3 clusters Score -1.31484e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -13148434.000000 Penalty: 3805.372070
	Iteration 34Q: 3 clusters Score -1.314843e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -13148443.000000 Penalty: 3805.372070
	Iteration 35Q: 3 clusters Score -1.314844e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -13148453.000000 Penalty: 3805.372070
	Iteration 36Q: 3 clusters Score -1.314845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -13148441.000000 Penalty: 3805.372070
	Iteration 37Q: 3 clusters Score -1.314844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115490 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -13148449.000000 Penalty: 3805.372070
	Iteration 38Q: 3 clusters Score -1.314845e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115547 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -13148453.000000 Penalty: 3805.372070
	Iteration 39Q: 3 clusters Score -1.314845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115598 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -13148471.000000 Penalty: 3805.372070
	Iteration 40F: 3 clusters Score -1.314847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -13148460.000000 Penalty: 3805.372070
	Iteration 41Q: 3 clusters Score -1.314846e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -13148492.000000 Penalty: 3805.372070
	Iteration 42Q: 3 clusters Score -1.314849e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -13148467.000000 Penalty: 3805.372070
	Iteration 43Q: 3 clusters Score -1.314847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115756 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -13148480.000000 Penalty: 3805.372070
	Iteration 44Q: 3 clusters Score -1.314848e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115794 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -13148501.000000 Penalty: 3805.372070
	Iteration 45Q: 3 clusters Score -1.31485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -13148520.000000 Penalty: 3805.372070
	Iteration 46Q: 3 clusters Score -1.314852e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115872 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -13148525.000000 Penalty: 3805.372070
	Iteration 47Q: 3 clusters Score -1.314852e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -13148517.000000 Penalty: 3805.372070
	Iteration 48Q: 3 clusters Score -1.314852e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -13148502.000000 Penalty: 3805.372070
	Iteration 49Q: 3 clusters Score -1.31485e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115998 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -13148490.000000 Penalty: 3805.372070
	Iteration 50Q: 3 clusters Score -1.314849e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116037 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -13148501.000000 Penalty: 3805.372070
	Iteration 51Q: 3 clusters Score -1.31485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -13148499.000000 Penalty: 3805.372070
	Iteration 52Q: 3 clusters Score -1.31485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -13148496.000000 Penalty: 3805.372070
	Iteration 53Q: 3 clusters Score -1.31485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116126 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -13148486.000000 Penalty: 3805.372070
	Iteration 54Q: 3 clusters Score -1.314849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -13148493.000000 Penalty: 3805.372070
	Iteration 55Q: 3 clusters Score -1.314849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -13148501.000000 Penalty: 3805.372070
	Iteration 56Q: 3 clusters Score -1.31485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -13148501.000000 Penalty: 3805.372070
	Iteration 57Q: 3 clusters Score -1.31485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -13148502.000000 Penalty: 3805.372070
	Iteration 58Q: 3 clusters Score -1.31485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -13148507.000000 Penalty: 3805.372070
	Iteration 59Q: 3 clusters Score -1.314851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -13148501.000000 Penalty: 3805.372070
	Iteration 60F: 3 clusters Score -1.31485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116230 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -13148489.000000 Penalty: 3805.372070
	Iteration 61Q: 3 clusters Score -1.314849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116249 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -13148500.000000 Penalty: 3805.372070
	Iteration 62Q: 3 clusters Score -1.31485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -13148502.000000 Penalty: 3805.372070
	Iteration 63Q: 3 clusters Score -1.31485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -13148506.000000 Penalty: 3805.372070
	Iteration 64Q: 3 clusters Score -1.314851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -13148522.000000 Penalty: 3805.372070
	Iteration 65Q: 3 clusters Score -1.314852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -13148528.000000 Penalty: 3805.372070
	Iteration 66Q: 3 clusters Score -1.314853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -13148526.000000 Penalty: 3805.372070
	Iteration 67Q: 3 clusters Score -1.314853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -13148523.000000 Penalty: 3805.372070
	Iteration 68Q: 3 clusters Score -1.314852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -13148532.000000 Penalty: 3805.372070
	Iteration 69Q: 3 clusters Score -1.314853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -13148533.000000 Penalty: 3805.372070
	Iteration 70Q: 3 clusters Score -1.314853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -13148529.000000 Penalty: 3805.372070
	Iteration 71Q: 3 clusters Score -1.314853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -13148527.000000 Penalty: 3805.372070
	Iteration 72Q: 3 clusters Score -1.314853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -13148527.000000 Penalty: 3805.372070
	Iteration 73Q: 3 clusters Score -1.314853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -13148527.000000 Penalty: 3805.372070
	Iteration 74F: 3 clusters Score -1.314853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25739 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 7862 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 116349 members 
Mstep: Class 26 contains 104189 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175993 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10626 members 
Mstep: Class 43 contains 1630 members 
Mstep: Class 44 contains 5293 members 
Entering Unmasked Estep 
Score: -101035440.000000 Penalty: 98589.312500
Splitting cluster 25 changes total score from -101035712.000000 to -101035440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (104189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104189 members 
Entering Unmasked Estep 
Score: -11167242.000000 Penalty: 1877.518799
	Iteration 0F: 2 clusters Score -1.116724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -11097808.000000 Penalty: 3755.037598
	Iteration 0F: 3 clusters Score -1.109781e+07 nChanged 50045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -11126830.000000 Penalty: 3755.037598
	Iteration 1F: 3 clusters Score -1.112683e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -11127768.000000 Penalty: 3755.037598
	Iteration 2Q: 3 clusters Score -1.112777e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -11128957.000000 Penalty: 3755.037598
	Iteration 3Q: 3 clusters Score -1.112896e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -11130626.000000 Penalty: 3755.037598
	Iteration 4Q: 3 clusters Score -1.113063e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -11132727.000000 Penalty: 3755.037598
	Iteration 5Q: 3 clusters Score -1.113273e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -11135245.000000 Penalty: 3755.037598
	Iteration 6F: 3 clusters Score -1.113524e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -11138015.000000 Penalty: 3755.037598
	Iteration 7F: 3 clusters Score -1.113802e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -11140762.000000 Penalty: 3755.037598
	Iteration 8F: 3 clusters Score -1.114076e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -11143306.000000 Penalty: 3755.037598
	Iteration 9Q: 3 clusters Score -1.114331e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -11145470.000000 Penalty: 3755.037598
	Iteration 10Q: 3 clusters Score -1.114547e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -11147326.000000 Penalty: 3755.037598
	Iteration 11Q: 3 clusters Score -1.114733e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -11149210.000000 Penalty: 3755.037598
	Iteration 12Q: 3 clusters Score -1.114921e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -11151179.000000 Penalty: 3755.037598
	Iteration 13Q: 3 clusters Score -1.115118e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -11153251.000000 Penalty: 3755.037598
	Iteration 14Q: 3 clusters Score -1.115325e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -11155499.000000 Penalty: 3755.037598
	Iteration 15Q: 3 clusters Score -1.11555e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -11157754.000000 Penalty: 3755.037598
	Iteration 16Q: 3 clusters Score -1.115775e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -11159924.000000 Penalty: 3755.037598
	Iteration 17Q: 3 clusters Score -1.115992e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -11161784.000000 Penalty: 3755.037598
	Iteration 18Q: 3 clusters Score -1.116178e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -11163034.000000 Penalty: 3755.037598
	Iteration 19Q: 3 clusters Score -1.116303e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -11163882.000000 Penalty: 3755.037598
	Iteration 20F: 3 clusters Score -1.116388e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101423 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -11164449.000000 Penalty: 3755.037598
	Iteration 21Q: 3 clusters Score -1.116445e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -11164865.000000 Penalty: 3755.037598
	Iteration 22Q: 3 clusters Score -1.116486e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11165104.000000 Penalty: 3755.037598
	Iteration 23Q: 3 clusters Score -1.11651e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102964 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11165289.000000 Penalty: 3755.037598
	Iteration 24Q: 3 clusters Score -1.116529e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11165387.000000 Penalty: 3755.037598
	Iteration 25Q: 3 clusters Score -1.116539e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11165441.000000 Penalty: 3755.037598
	Iteration 26Q: 3 clusters Score -1.116544e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103404 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11165508.000000 Penalty: 3755.037598
	Iteration 27Q: 3 clusters Score -1.116551e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11165545.000000 Penalty: 3755.037598
	Iteration 28Q: 3 clusters Score -1.116554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11165567.000000 Penalty: 3755.037598
	Iteration 29Q: 3 clusters Score -1.116557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11165589.000000 Penalty: 3755.037598
	Iteration 30Q: 3 clusters Score -1.116559e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11165607.000000 Penalty: 3755.037598
	Iteration 31Q: 3 clusters Score -1.116561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11165616.000000 Penalty: 3755.037598
	Iteration 32Q: 3 clusters Score -1.116562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11165621.000000 Penalty: 3755.037598
	Iteration 33Q: 3 clusters Score -1.116562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11165625.000000 Penalty: 3755.037598
	Iteration 34Q: 3 clusters Score -1.116562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11165641.000000 Penalty: 3755.037598
	Iteration 35Q: 3 clusters Score -1.116564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11165651.000000 Penalty: 3755.037598
	Iteration 36Q: 3 clusters Score -1.116565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11165667.000000 Penalty: 3755.037598
	Iteration 37Q: 3 clusters Score -1.116567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11165676.000000 Penalty: 3755.037598
	Iteration 38Q: 3 clusters Score -1.116568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11165683.000000 Penalty: 3755.037598
	Iteration 39Q: 3 clusters Score -1.116568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11165679.000000 Penalty: 3755.037598
	Iteration 40F: 3 clusters Score -1.116568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11165684.000000 Penalty: 3755.037598
	Iteration 41Q: 3 clusters Score -1.116568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103680 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11165678.000000 Penalty: 3755.037598
	Iteration 42Q: 3 clusters Score -1.116568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11165683.000000 Penalty: 3755.037598
	Iteration 43Q: 3 clusters Score -1.116568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11165690.000000 Penalty: 3755.037598
	Iteration 44Q: 3 clusters Score -1.116569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11165694.000000 Penalty: 3755.037598
	Iteration 45Q: 3 clusters Score -1.116569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11165687.000000 Penalty: 3755.037598
	Iteration 46Q: 3 clusters Score -1.116569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11165694.000000 Penalty: 3755.037598
	Iteration 47Q: 3 clusters Score -1.116569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11165688.000000 Penalty: 3755.037598
	Iteration 48Q: 3 clusters Score -1.116569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11165695.000000 Penalty: 3755.037598
	Iteration 49Q: 3 clusters Score -1.11657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11165690.000000 Penalty: 3755.037598
	Iteration 50Q: 3 clusters Score -1.116569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11165690.000000 Penalty: 3755.037598
	Iteration 51F: 3 clusters Score -1.116569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -17565.441406 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -17565.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16865.105469 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -16865.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16938.654297 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -16938.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16957.310547 Penalty: 1785.244995
	Iteration 2Q: 3 clusters Score -16957.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16972.134766 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -16972.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16976.564453 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -16976.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16987.675781 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -16987.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16990.724609 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -16990.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16991.324219 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -16991.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16992.179688 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -16992.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16992.179688 Penalty: 1785.244995
	Iteration 9F: 3 clusters Score -16992.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Entering Unmasked Estep 
Score: -673185.375000 Penalty: 1427.947998
	Iteration 0F: 2 clusters Score -673185.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -668258.500000 Penalty: 2855.895996
	Iteration 0F: 3 clusters Score -668258.5 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -669855.125000 Penalty: 2855.895996
	Iteration 1F: 3 clusters Score -669855.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -670154.500000 Penalty: 2855.895996
	Iteration 2F: 3 clusters Score -670154.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -670376.000000 Penalty: 2855.895996
	Iteration 3F: 3 clusters Score -670376 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -670538.375000 Penalty: 2855.895996
	Iteration 4F: 3 clusters Score -670538.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -670691.937500 Penalty: 2855.895996
	Iteration 5Q: 3 clusters Score -670691.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -670807.312500 Penalty: 2855.895996
	Iteration 6Q: 3 clusters Score -670807.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -670898.812500 Penalty: 2855.895996
	Iteration 7Q: 3 clusters Score -670898.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -670963.250000 Penalty: 2855.895996
	Iteration 8Q: 3 clusters Score -670963.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -671017.312500 Penalty: 2855.895996
	Iteration 9Q: 3 clusters Score -671017.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -671061.187500 Penalty: 2855.895996
	Iteration 10Q: 3 clusters Score -671061.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -671101.812500 Penalty: 2855.895996
	Iteration 11Q: 3 clusters Score -671101.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -671132.437500 Penalty: 2855.895996
	Iteration 12Q: 3 clusters Score -671132.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -671154.562500 Penalty: 2855.895996
	Iteration 13Q: 3 clusters Score -671154.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -671172.125000 Penalty: 2855.895996
	Iteration 14Q: 3 clusters Score -671172.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -671181.812500 Penalty: 2855.895996
	Iteration 15Q: 3 clusters Score -671181.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -671192.500000 Penalty: 2855.895996
	Iteration 16Q: 3 clusters Score -671192.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -671198.125000 Penalty: 2855.895996
	Iteration 17Q: 3 clusters Score -671198.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -671204.312500 Penalty: 2855.895996
	Iteration 18Q: 3 clusters Score -671204.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -671207.812500 Penalty: 2855.895996
	Iteration 19Q: 3 clusters Score -671207.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -671210.687500 Penalty: 2855.895996
	Iteration 20F: 3 clusters Score -671210.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -671213.000000 Penalty: 2855.895996
	Iteration 21Q: 3 clusters Score -671213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -671217.062500 Penalty: 2855.895996
	Iteration 22Q: 3 clusters Score -671217.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -671218.687500 Penalty: 2855.895996
	Iteration 23Q: 3 clusters Score -671218.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -671221.562500 Penalty: 2855.895996
	Iteration 24Q: 3 clusters Score -671221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -671223.562500 Penalty: 2855.895996
	Iteration 25Q: 3 clusters Score -671223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -671225.187500 Penalty: 2855.895996
	Iteration 26Q: 3 clusters Score -671225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -671225.812500 Penalty: 2855.895996
	Iteration 27Q: 3 clusters Score -671225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -671227.750000 Penalty: 2855.895996
	Iteration 28Q: 3 clusters Score -671227.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -671228.375000 Penalty: 2855.895996
	Iteration 29Q: 3 clusters Score -671228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -671229.312500 Penalty: 2855.895996
	Iteration 30Q: 3 clusters Score -671229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -671229.812500 Penalty: 2855.895996
	Iteration 31Q: 3 clusters Score -671229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -671231.062500 Penalty: 2855.895996
	Iteration 32Q: 3 clusters Score -671231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -671230.312500 Penalty: 2855.895996
	Iteration 33Q: 3 clusters Score -671230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -671231.875000 Penalty: 2855.895996
	Iteration 34Q: 3 clusters Score -671231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -671232.000000 Penalty: 2855.895996
	Iteration 35Q: 3 clusters Score -671232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -671233.312500 Penalty: 2855.895996
	Iteration 36Q: 3 clusters Score -671233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -671233.312500 Penalty: 2855.895996
	Iteration 37F: 3 clusters Score -671233.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Entering Unmasked Estep 
Score: -2007768.500000 Penalty: 1596.023193
	Iteration 0F: 2 clusters Score -2007768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1995112.000000 Penalty: 3192.046387
	Iteration 0F: 3 clusters Score -1995112 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1999700.625000 Penalty: 3192.046387
	Iteration 1F: 3 clusters Score -1999701 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2000064.375000 Penalty: 3192.046387
	Iteration 2F: 3 clusters Score -2000064 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2000420.500000 Penalty: 3192.046387
	Iteration 3Q: 3 clusters Score -2000420 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2000754.500000 Penalty: 3192.046387
	Iteration 4Q: 3 clusters Score -2000754 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2001071.125000 Penalty: 3192.046387
	Iteration 5Q: 3 clusters Score -2001071 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2001435.375000 Penalty: 3192.046387
	Iteration 6Q: 3 clusters Score -2001435 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2001906.250000 Penalty: 3192.046387
	Iteration 7Q: 3 clusters Score -2001906 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2002463.500000 Penalty: 3192.046387
	Iteration 8F: 3 clusters Score -2002464 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2003138.500000 Penalty: 3192.046387
	Iteration 9F: 3 clusters Score -2003138 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2003862.250000 Penalty: 3192.046387
	Iteration 10F: 3 clusters Score -2003862 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2004496.375000 Penalty: 3192.046387
	Iteration 11Q: 3 clusters Score -2004496 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2005006.500000 Penalty: 3192.046387
	Iteration 12Q: 3 clusters Score -2005006 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2005386.125000 Penalty: 3192.046387
	Iteration 13Q: 3 clusters Score -2005386 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2005687.500000 Penalty: 3192.046387
	Iteration 14Q: 3 clusters Score -2005688 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2005921.000000 Penalty: 3192.046387
	Iteration 15Q: 3 clusters Score -2005921 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2006093.500000 Penalty: 3192.046387
	Iteration 16Q: 3 clusters Score -2006094 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2006244.750000 Penalty: 3192.046387
	Iteration 17Q: 3 clusters Score -2006245 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2006327.375000 Penalty: 3192.046387
	Iteration 18Q: 3 clusters Score -2006327 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2006382.625000 Penalty: 3192.046387
	Iteration 19Q: 3 clusters Score -2006383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2006420.000000 Penalty: 3192.046387
	Iteration 20F: 3 clusters Score -2006420 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2006450.625000 Penalty: 3192.046387
	Iteration 21Q: 3 clusters Score -2006451 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2006479.500000 Penalty: 3192.046387
	Iteration 22Q: 3 clusters Score -2006480 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2006507.500000 Penalty: 3192.046387
	Iteration 23Q: 3 clusters Score -2006508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2006523.000000 Penalty: 3192.046387
	Iteration 24Q: 3 clusters Score -2006523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2006532.875000 Penalty: 3192.046387
	Iteration 25Q: 3 clusters Score -2006533 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2006544.750000 Penalty: 3192.046387
	Iteration 26Q: 3 clusters Score -2006545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2006553.375000 Penalty: 3192.046387
	Iteration 27Q: 3 clusters Score -2006553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2006564.875000 Penalty: 3192.046387
	Iteration 28Q: 3 clusters Score -2006565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2006571.000000 Penalty: 3192.046387
	Iteration 29Q: 3 clusters Score -2006571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2006577.250000 Penalty: 3192.046387
	Iteration 30Q: 3 clusters Score -2006577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2006584.625000 Penalty: 3192.046387
	Iteration 31Q: 3 clusters Score -2006585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2006591.125000 Penalty: 3192.046387
	Iteration 32Q: 3 clusters Score -2006591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2006594.125000 Penalty: 3192.046387
	Iteration 33Q: 3 clusters Score -2006594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2006600.750000 Penalty: 3192.046387
	Iteration 34Q: 3 clusters Score -2006601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2006599.625000 Penalty: 3192.046387
	Iteration 35Q: 3 clusters Score -2006600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2006607.500000 Penalty: 3192.046387
	Iteration 36Q: 3 clusters Score -2006608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2006612.875000 Penalty: 3192.046387
	Iteration 37Q: 3 clusters Score -2006613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2006617.875000 Penalty: 3192.046387
	Iteration 38Q: 3 clusters Score -2006618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2006610.625000 Penalty: 3192.046387
	Iteration 39Q: 3 clusters Score -2006611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2006617.750000 Penalty: 3192.046387
	Iteration 40F: 3 clusters Score -2006618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2006616.750000 Penalty: 3192.046387
	Iteration 41Q: 3 clusters Score -2006617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2006624.625000 Penalty: 3192.046387
	Iteration 42Q: 3 clusters Score -2006625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2006626.250000 Penalty: 3192.046387
	Iteration 43Q: 3 clusters Score -2006626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2006633.250000 Penalty: 3192.046387
	Iteration 44Q: 3 clusters Score -2006633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2006634.500000 Penalty: 3192.046387
	Iteration 45Q: 3 clusters Score -2006634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2006639.625000 Penalty: 3192.046387
	Iteration 46Q: 3 clusters Score -2006640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2006640.000000 Penalty: 3192.046387
	Iteration 47Q: 3 clusters Score -2006640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2006640.750000 Penalty: 3192.046387
	Iteration 48Q: 3 clusters Score -2006641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2006642.875000 Penalty: 3192.046387
	Iteration 49Q: 3 clusters Score -2006643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2006644.375000 Penalty: 3192.046387
	Iteration 50Q: 3 clusters Score -2006644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2006647.250000 Penalty: 3192.046387
	Iteration 51Q: 3 clusters Score -2006647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2006643.125000 Penalty: 3192.046387
	Iteration 52Q: 3 clusters Score -2006643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2006643.875000 Penalty: 3192.046387
	Iteration 53Q: 3 clusters Score -2006644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2006645.125000 Penalty: 3192.046387
	Iteration 54Q: 3 clusters Score -2006645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2006644.375000 Penalty: 3192.046387
	Iteration 55Q: 3 clusters Score -2006644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2006647.125000 Penalty: 3192.046387
	Iteration 56Q: 3 clusters Score -2006647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2006648.375000 Penalty: 3192.046387
	Iteration 57Q: 3 clusters Score -2006648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2006649.125000 Penalty: 3192.046387
	Iteration 58Q: 3 clusters Score -2006649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2006649.625000 Penalty: 3192.046387
	Iteration 59Q: 3 clusters Score -2006650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2006648.750000 Penalty: 3192.046387
	Iteration 60F: 3 clusters Score -2006649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2006651.750000 Penalty: 3192.046387
	Iteration 61Q: 3 clusters Score -2006652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2006650.250000 Penalty: 3192.046387
	Iteration 62Q: 3 clusters Score -2006650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2006651.750000 Penalty: 3192.046387
	Iteration 63Q: 3 clusters Score -2006652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2006652.875000 Penalty: 3192.046387
	Iteration 64Q: 3 clusters Score -2006653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2006651.250000 Penalty: 3192.046387
	Iteration 65Q: 3 clusters Score -2006651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2006653.375000 Penalty: 3192.046387
	Iteration 66Q: 3 clusters Score -2006653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2006655.375000 Penalty: 3192.046387
	Iteration 67Q: 3 clusters Score -2006655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2006654.500000 Penalty: 3192.046387
	Iteration 68Q: 3 clusters Score -2006654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2006659.375000 Penalty: 3192.046387
	Iteration 69Q: 3 clusters Score -2006659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2006661.125000 Penalty: 3192.046387
	Iteration 70Q: 3 clusters Score -2006661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2006661.125000 Penalty: 3192.046387
	Iteration 71Q: 3 clusters Score -2006661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2006661.125000 Penalty: 3192.046387
	Iteration 72Q: 3 clusters Score -2006661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2006660.125000 Penalty: 3192.046387
	Iteration 73Q: 3 clusters Score -2006660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2006663.125000 Penalty: 3192.046387
	Iteration 74Q: 3 clusters Score -2006663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2006662.375000 Penalty: 3192.046387
	Iteration 75Q: 3 clusters Score -2006662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2006662.375000 Penalty: 3192.046387
	Iteration 76Q: 3 clusters Score -2006662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2006661.875000 Penalty: 3192.046387
	Iteration 77Q: 3 clusters Score -2006662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2006662.875000 Penalty: 3192.046387
	Iteration 78Q: 3 clusters Score -2006663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2006661.875000 Penalty: 3192.046387
	Iteration 79Q: 3 clusters Score -2006662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2006661.875000 Penalty: 3192.046387
	Iteration 80F: 3 clusters Score -2006662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (175993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175993 members 
Entering Unmasked Estep 
Score: -18604978.000000 Penalty: 1962.707397
	Iteration 0F: 2 clusters Score -1.860498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -18487464.000000 Penalty: 3925.414795
	Iteration 0F: 3 clusters Score -1.848746e+07 nChanged 85028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -18537770.000000 Penalty: 3925.414795
	Iteration 1F: 3 clusters Score -1.853777e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -18539052.000000 Penalty: 3925.414795
	Iteration 2Q: 3 clusters Score -1.853905e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -18540880.000000 Penalty: 3925.414795
	Iteration 3Q: 3 clusters Score -1.854088e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -18543862.000000 Penalty: 3925.414795
	Iteration 4Q: 3 clusters Score -1.854386e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -18549154.000000 Penalty: 3925.414795
	Iteration 5F: 3 clusters Score -1.854915e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 126067 members 
Entering Unmasked Estep 
Score: -18557886.000000 Penalty: 3925.414795
	Iteration 6F: 3 clusters Score -1.855789e+07 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 140575 members 
Entering Unmasked Estep 
Score: -18570014.000000 Penalty: 3925.414795
	Iteration 7F: 3 clusters Score -1.857001e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 155071 members 
Entering Unmasked Estep 
Score: -18583496.000000 Penalty: 3925.414795
	Iteration 8F: 3 clusters Score -1.85835e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 166080 members 
Entering Unmasked Estep 
Score: -18594244.000000 Penalty: 3925.414795
	Iteration 9F: 3 clusters Score -1.859424e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 172322 members 
Entering Unmasked Estep 
Score: -18600074.000000 Penalty: 3925.414795
	Iteration 10Q: 3 clusters Score -1.860007e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -18602306.000000 Penalty: 3925.414795
	Iteration 11Q: 3 clusters Score -1.860231e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 175572 members 
Entering Unmasked Estep 
Score: -18602942.000000 Penalty: 3925.414795
	Iteration 12Q: 3 clusters Score -1.860294e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175749 members 
Entering Unmasked Estep 
Score: -18603078.000000 Penalty: 3925.414795
	Iteration 13Q: 3 clusters Score -1.860308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -18603154.000000 Penalty: 3925.414795
	Iteration 14Q: 3 clusters Score -1.860315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175813 members 
Entering Unmasked Estep 
Score: -18603198.000000 Penalty: 3925.414795
	Iteration 15Q: 3 clusters Score -1.86032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175827 members 
Entering Unmasked Estep 
Score: -18603242.000000 Penalty: 3925.414795
	Iteration 16Q: 3 clusters Score -1.860324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 175838 members 
Entering Unmasked Estep 
Score: -18603254.000000 Penalty: 3925.414795
	Iteration 17Q: 3 clusters Score -1.860325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175841 members 
Entering Unmasked Estep 
Score: -18603274.000000 Penalty: 3925.414795
	Iteration 18Q: 3 clusters Score -1.860327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175847 members 
Entering Unmasked Estep 
Score: -18603282.000000 Penalty: 3925.414795
	Iteration 19Q: 3 clusters Score -1.860328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 175846 members 
Entering Unmasked Estep 
Score: -18603280.000000 Penalty: 3925.414795
	Iteration 20F: 3 clusters Score -1.860328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175844 members 
Entering Unmasked Estep 
Score: -18603288.000000 Penalty: 3925.414795
	Iteration 21Q: 3 clusters Score -1.860329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175844 members 
Entering Unmasked Estep 
Score: -18603288.000000 Penalty: 3925.414795
	Iteration 22F: 3 clusters Score -1.860329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -374916.906250 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -374916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -371881.625000 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -371881.6 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -372647.656250 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -372647.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -372784.281250 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -372784.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -372870.906250 Penalty: 2646.170410
	Iteration 3Q: 3 clusters Score -372870.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -372922.937500 Penalty: 2646.170410
	Iteration 4Q: 3 clusters Score -372922.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -372962.468750 Penalty: 2646.170410
	Iteration 5Q: 3 clusters Score -372962.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -372987.906250 Penalty: 2646.170410
	Iteration 6Q: 3 clusters Score -372987.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -373008.968750 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -373009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -373024.062500 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -373024.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -373039.843750 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -373039.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -373056.906250 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -373056.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -373070.031250 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -373070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -373081.531250 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -373081.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -373088.437500 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -373088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -373097.562500 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -373097.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -373104.500000 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -373104.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -373109.218750 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -373109.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -373112.593750 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -373112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -373115.687500 Penalty: 2646.170410
	Iteration 18Q: 3 clusters Score -373115.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -373120.531250 Penalty: 2646.170410
	Iteration 19Q: 3 clusters Score -373120.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -373124.406250 Penalty: 2646.170410
	Iteration 20F: 3 clusters Score -373124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -373126.625000 Penalty: 2646.170410
	Iteration 21Q: 3 clusters Score -373126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -373130.937500 Penalty: 2646.170410
	Iteration 22Q: 3 clusters Score -373130.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -373138.156250 Penalty: 2646.170410
	Iteration 23Q: 3 clusters Score -373138.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -373146.906250 Penalty: 2646.170410
	Iteration 24Q: 3 clusters Score -373146.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -373152.437500 Penalty: 2646.170410
	Iteration 25Q: 3 clusters Score -373152.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -373162.625000 Penalty: 2646.170410
	Iteration 26Q: 3 clusters Score -373162.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -373169.375000 Penalty: 2646.170410
	Iteration 27Q: 3 clusters Score -373169.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -373176.781250 Penalty: 2646.170410
	Iteration 28Q: 3 clusters Score -373176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -373188.062500 Penalty: 2646.170410
	Iteration 29Q: 3 clusters Score -373188.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -373195.968750 Penalty: 2646.170410
	Iteration 30Q: 3 clusters Score -373196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -373202.093750 Penalty: 2646.170410
	Iteration 31Q: 3 clusters Score -373202.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -373208.968750 Penalty: 2646.170410
	Iteration 32Q: 3 clusters Score -373209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -373219.187500 Penalty: 2646.170410
	Iteration 33Q: 3 clusters Score -373219.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -373231.312500 Penalty: 2646.170410
	Iteration 34Q: 3 clusters Score -373231.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -373244.812500 Penalty: 2646.170410
	Iteration 35Q: 3 clusters Score -373244.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -373261.062500 Penalty: 2646.170410
	Iteration 36Q: 3 clusters Score -373261.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -373283.718750 Penalty: 2646.170410
	Iteration 37Q: 3 clusters Score -373283.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -373304.656250 Penalty: 2646.170410
	Iteration 38Q: 3 clusters Score -373304.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -373322.781250 Penalty: 2646.170410
	Iteration 39Q: 3 clusters Score -373322.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -373339.875000 Penalty: 2646.170410
	Iteration 40F: 3 clusters Score -373339.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -373365.125000 Penalty: 2646.170410
	Iteration 41Q: 3 clusters Score -373365.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -373385.781250 Penalty: 2646.170410
	Iteration 42Q: 3 clusters Score -373385.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -373408.312500 Penalty: 2646.170410
	Iteration 43Q: 3 clusters Score -373408.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -373421.718750 Penalty: 2646.170410
	Iteration 44Q: 3 clusters Score -373421.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -373440.125000 Penalty: 2646.170410
	Iteration 45Q: 3 clusters Score -373440.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -373453.812500 Penalty: 2646.170410
	Iteration 46Q: 3 clusters Score -373453.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -373475.031250 Penalty: 2646.170410
	Iteration 47Q: 3 clusters Score -373475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -373502.062500 Penalty: 2646.170410
	Iteration 48Q: 3 clusters Score -373502.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -373531.093750 Penalty: 2646.170410
	Iteration 49Q: 3 clusters Score -373531.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -373557.875000 Penalty: 2646.170410
	Iteration 50Q: 3 clusters Score -373557.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -373585.031250 Penalty: 2646.170410
	Iteration 51Q: 3 clusters Score -373585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -373619.593750 Penalty: 2646.170410
	Iteration 52Q: 3 clusters Score -373619.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -373649.937500 Penalty: 2646.170410
	Iteration 53Q: 3 clusters Score -373649.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -373670.781250 Penalty: 2646.170410
	Iteration 54Q: 3 clusters Score -373670.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -373701.281250 Penalty: 2646.170410
	Iteration 55Q: 3 clusters Score -373701.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -373732.312500 Penalty: 2646.170410
	Iteration 56Q: 3 clusters Score -373732.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -373752.281250 Penalty: 2646.170410
	Iteration 57Q: 3 clusters Score -373752.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -373758.281250 Penalty: 2646.170410
	Iteration 58Q: 3 clusters Score -373758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -373760.812500 Penalty: 2646.170410
	Iteration 59Q: 3 clusters Score -373760.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -373764.187500 Penalty: 2646.170410
	Iteration 60F: 3 clusters Score -373764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -373767.718750 Penalty: 2646.170410
	Iteration 61Q: 3 clusters Score -373767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -373770.437500 Penalty: 2646.170410
	Iteration 62Q: 3 clusters Score -373770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -373773.906250 Penalty: 2646.170410
	Iteration 63Q: 3 clusters Score -373773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -373775.718750 Penalty: 2646.170410
	Iteration 64Q: 3 clusters Score -373775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -373777.125000 Penalty: 2646.170410
	Iteration 65Q: 3 clusters Score -373777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -373776.625000 Penalty: 2646.170410
	Iteration 66Q: 3 clusters Score -373776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -373777.593750 Penalty: 2646.170410
	Iteration 67Q: 3 clusters Score -373777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -373777.593750 Penalty: 2646.170410
	Iteration 68F: 3 clusters Score -373777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Entering Unmasked Estep 
Score: -312903.781250 Penalty: 1306.310669
	Iteration 0F: 2 clusters Score -312903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -310175.562500 Penalty: 2612.621338
	Iteration 0F: 3 clusters Score -310175.6 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -310872.906250 Penalty: 2612.621338
	Iteration 1F: 3 clusters Score -310872.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -311051.781250 Penalty: 2612.621338
	Iteration 2F: 3 clusters Score -311051.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -311160.281250 Penalty: 2612.621338
	Iteration 3F: 3 clusters Score -311160.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -311243.875000 Penalty: 2612.621338
	Iteration 4Q: 3 clusters Score -311243.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -311322.062500 Penalty: 2612.621338
	Iteration 5Q: 3 clusters Score -311322.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -311414.000000 Penalty: 2612.621338
	Iteration 6Q: 3 clusters Score -311414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -311520.375000 Penalty: 2612.621338
	Iteration 7Q: 3 clusters Score -311520.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -311627.031250 Penalty: 2612.621338
	Iteration 8Q: 3 clusters Score -311627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -311732.843750 Penalty: 2612.621338
	Iteration 9Q: 3 clusters Score -311732.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -311837.437500 Penalty: 2612.621338
	Iteration 10Q: 3 clusters Score -311837.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -311925.500000 Penalty: 2612.621338
	Iteration 11Q: 3 clusters Score -311925.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -311993.843750 Penalty: 2612.621338
	Iteration 12Q: 3 clusters Score -311993.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -312036.718750 Penalty: 2612.621338
	Iteration 13Q: 3 clusters Score -312036.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -312074.437500 Penalty: 2612.621338
	Iteration 14Q: 3 clusters Score -312074.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -312105.937500 Penalty: 2612.621338
	Iteration 15Q: 3 clusters Score -312105.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -312135.718750 Penalty: 2612.621338
	Iteration 16Q: 3 clusters Score -312135.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -312171.718750 Penalty: 2612.621338
	Iteration 17Q: 3 clusters Score -312171.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -312213.125000 Penalty: 2612.621338
	Iteration 18Q: 3 clusters Score -312213.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -312256.343750 Penalty: 2612.621338
	Iteration 19Q: 3 clusters Score -312256.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -312302.250000 Penalty: 2612.621338
	Iteration 20F: 3 clusters Score -312302.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -312344.531250 Penalty: 2612.621338
	Iteration 21Q: 3 clusters Score -312344.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -312380.031250 Penalty: 2612.621338
	Iteration 22Q: 3 clusters Score -312380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -312408.000000 Penalty: 2612.621338
	Iteration 23Q: 3 clusters Score -312408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -312436.312500 Penalty: 2612.621338
	Iteration 24Q: 3 clusters Score -312436.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -312464.000000 Penalty: 2612.621338
	Iteration 25Q: 3 clusters Score -312464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -312487.843750 Penalty: 2612.621338
	Iteration 26Q: 3 clusters Score -312487.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -312522.062500 Penalty: 2612.621338
	Iteration 27Q: 3 clusters Score -312522.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -312569.031250 Penalty: 2612.621338
	Iteration 28Q: 3 clusters Score -312569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -312620.906250 Penalty: 2612.621338
	Iteration 29Q: 3 clusters Score -312620.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -312680.468750 Penalty: 2612.621338
	Iteration 30Q: 3 clusters Score -312680.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -312738.125000 Penalty: 2612.621338
	Iteration 31Q: 3 clusters Score -312738.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -312796.625000 Penalty: 2612.621338
	Iteration 32Q: 3 clusters Score -312796.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -312856.812500 Penalty: 2612.621338
	Iteration 33Q: 3 clusters Score -312856.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -312897.843750 Penalty: 2612.621338
	Iteration 34Q: 3 clusters Score -312897.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -312935.093750 Penalty: 2612.621338
	Iteration 35Q: 3 clusters Score -312935.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -312963.531250 Penalty: 2612.621338
	Iteration 36Q: 3 clusters Score -312963.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -312989.500000 Penalty: 2612.621338
	Iteration 37Q: 3 clusters Score -312989.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -313006.093750 Penalty: 2612.621338
	Iteration 38Q: 3 clusters Score -313006.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -313017.718750 Penalty: 2612.621338
	Iteration 39Q: 3 clusters Score -313017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -313022.187500 Penalty: 2612.621338
	Iteration 40F: 3 clusters Score -313022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -313028.687500 Penalty: 2612.621338
	Iteration 41Q: 3 clusters Score -313028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -313033.281250 Penalty: 2612.621338
	Iteration 42Q: 3 clusters Score -313033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -313037.687500 Penalty: 2612.621338
	Iteration 43Q: 3 clusters Score -313037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -313039.750000 Penalty: 2612.621338
	Iteration 44Q: 3 clusters Score -313039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -313042.781250 Penalty: 2612.621338
	Iteration 45Q: 3 clusters Score -313042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -313044.812500 Penalty: 2612.621338
	Iteration 46Q: 3 clusters Score -313044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -313046.656250 Penalty: 2612.621338
	Iteration 47Q: 3 clusters Score -313046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313049.218750 Penalty: 2612.621338
	Iteration 48Q: 3 clusters Score -313049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313052.250000 Penalty: 2612.621338
	Iteration 49Q: 3 clusters Score -313052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -313055.468750 Penalty: 2612.621338
	Iteration 50Q: 3 clusters Score -313055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313056.875000 Penalty: 2612.621338
	Iteration 51Q: 3 clusters Score -313056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -313057.250000 Penalty: 2612.621338
	Iteration 52Q: 3 clusters Score -313057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -313057.250000 Penalty: 2612.621338
	Iteration 53F: 3 clusters Score -313057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25739 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 7862 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104189 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175993 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10626 members 
Mstep: Class 43 contains 1630 members 
Mstep: Class 44 contains 1231 members 
Entering Unmasked Estep 
Score: -101035072.000000 Penalty: 98589.312500
Splitting cluster 32 changes total score from -101035712.000000 to -101035072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10325.818359 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -10325.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9628.397461 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -9628.397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9726.575195 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -9726.575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9736.553711 Penalty: 1705.282837
	Iteration 2Q: 3 clusters Score -9736.554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9745.084961 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -9745.085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9749.881836 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -9749.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9756.095703 Penalty: 1705.282837
	Iteration 5Q: 3 clusters Score -9756.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9759.035156 Penalty: 1705.282837
	Iteration 6Q: 3 clusters Score -9759.035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9763.586914 Penalty: 1705.282837
	Iteration 7Q: 3 clusters Score -9763.587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9766.928711 Penalty: 1705.282837
	Iteration 8Q: 3 clusters Score -9766.929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9773.515625 Penalty: 1705.282837
	Iteration 9Q: 3 clusters Score -9773.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9774.874023 Penalty: 1705.282837
	Iteration 10Q: 3 clusters Score -9774.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9774.874023 Penalty: 1705.282837
	Iteration 11F: 3 clusters Score -9774.874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Entering Unmasked Estep 
Score: -1293985.125000 Penalty: 1525.914429
	Iteration 0F: 2 clusters Score -1293985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1285497.000000 Penalty: 3051.828857
	Iteration 0F: 3 clusters Score -1285497 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1288408.125000 Penalty: 3051.828857
	Iteration 1F: 3 clusters Score -1288408 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1288662.375000 Penalty: 3051.828857
	Iteration 2F: 3 clusters Score -1288662 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1288880.000000 Penalty: 3051.828857
	Iteration 3Q: 3 clusters Score -1288880 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1289085.500000 Penalty: 3051.828857
	Iteration 4Q: 3 clusters Score -1289086 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1289358.750000 Penalty: 3051.828857
	Iteration 5Q: 3 clusters Score -1289359 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1289706.125000 Penalty: 3051.828857
	Iteration 6F: 3 clusters Score -1289706 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1290155.750000 Penalty: 3051.828857
	Iteration 7F: 3 clusters Score -1290156 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1290672.875000 Penalty: 3051.828857
	Iteration 8F: 3 clusters Score -1290673 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1291258.750000 Penalty: 3051.828857
	Iteration 9F: 3 clusters Score -1291259 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1291759.625000 Penalty: 3051.828857
	Iteration 10Q: 3 clusters Score -1291760 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1292113.125000 Penalty: 3051.828857
	Iteration 11Q: 3 clusters Score -1292113 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1292306.875000 Penalty: 3051.828857
	Iteration 12Q: 3 clusters Score -1292307 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1292417.000000 Penalty: 3051.828857
	Iteration 13Q: 3 clusters Score -1292417 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1292514.750000 Penalty: 3051.828857
	Iteration 14Q: 3 clusters Score -1292515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1292586.125000 Penalty: 3051.828857
	Iteration 15Q: 3 clusters Score -1292586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1292627.250000 Penalty: 3051.828857
	Iteration 16Q: 3 clusters Score -1292627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1292647.500000 Penalty: 3051.828857
	Iteration 17Q: 3 clusters Score -1292648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1292661.625000 Penalty: 3051.828857
	Iteration 18Q: 3 clusters Score -1292662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1292672.250000 Penalty: 3051.828857
	Iteration 19Q: 3 clusters Score -1292672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1292675.875000 Penalty: 3051.828857
	Iteration 20F: 3 clusters Score -1292676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1292686.625000 Penalty: 3051.828857
	Iteration 21Q: 3 clusters Score -1292687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1292691.250000 Penalty: 3051.828857
	Iteration 22Q: 3 clusters Score -1292691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1292692.750000 Penalty: 3051.828857
	Iteration 23Q: 3 clusters Score -1292693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1292692.500000 Penalty: 3051.828857
	Iteration 24Q: 3 clusters Score -1292692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1292692.500000 Penalty: 3051.828857
	Iteration 25F: 3 clusters Score -1292692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -166500.296875 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -166500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -164624.437500 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -164624.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165114.562500 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -165114.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165283.859375 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -165283.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -165421.718750 Penalty: 2416.900635
	Iteration 3F: 3 clusters Score -165421.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -165530.625000 Penalty: 2416.900635
	Iteration 4Q: 3 clusters Score -165530.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -165646.765625 Penalty: 2416.900635
	Iteration 5Q: 3 clusters Score -165646.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -165752.734375 Penalty: 2416.900635
	Iteration 6Q: 3 clusters Score -165752.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -165819.796875 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -165819.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -165869.546875 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -165869.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -165917.281250 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -165917.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -165956.656250 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -165956.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -166000.437500 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -166000.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -166025.718750 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -166025.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -166043.375000 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -166043.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -166053.609375 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -166053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -166061.468750 Penalty: 2416.900635
	Iteration 15Q: 3 clusters Score -166061.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -166064.625000 Penalty: 2416.900635
	Iteration 16Q: 3 clusters Score -166064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -166069.875000 Penalty: 2416.900635
	Iteration 17Q: 3 clusters Score -166069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -166072.640625 Penalty: 2416.900635
	Iteration 18Q: 3 clusters Score -166072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -166073.625000 Penalty: 2416.900635
	Iteration 19Q: 3 clusters Score -166073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -166073.828125 Penalty: 2416.900635
	Iteration 20F: 3 clusters Score -166073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -59501.453125 Penalty: 1066.167480
	Iteration 0F: 2 clusters Score -59501.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58319.183594 Penalty: 2132.334961
	Iteration 0F: 3 clusters Score -58319.18 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58558.453125 Penalty: 2132.334961
	Iteration 1F: 3 clusters Score -58558.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58635.117188 Penalty: 2132.334961
	Iteration 2F: 3 clusters Score -58635.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58671.804688 Penalty: 2132.334961
	Iteration 3Q: 3 clusters Score -58671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58717.949219 Penalty: 2132.334961
	Iteration 4Q: 3 clusters Score -58717.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58742.132812 Penalty: 2132.334961
	Iteration 5Q: 3 clusters Score -58742.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58752.058594 Penalty: 2132.334961
	Iteration 6Q: 3 clusters Score -58752.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58768.378906 Penalty: 2132.334961
	Iteration 7Q: 3 clusters Score -58768.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58780.617188 Penalty: 2132.334961
	Iteration 8Q: 3 clusters Score -58780.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58789.218750 Penalty: 2132.334961
	Iteration 9Q: 3 clusters Score -58789.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58797.484375 Penalty: 2132.334961
	Iteration 10Q: 3 clusters Score -58797.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58805.132812 Penalty: 2132.334961
	Iteration 11Q: 3 clusters Score -58805.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58813.968750 Penalty: 2132.334961
	Iteration 12Q: 3 clusters Score -58813.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58819.546875 Penalty: 2132.334961
	Iteration 13Q: 3 clusters Score -58819.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58819.898438 Penalty: 2132.334961
	Iteration 14Q: 3 clusters Score -58819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58822.093750 Penalty: 2132.334961
	Iteration 15Q: 3 clusters Score -58822.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58826.281250 Penalty: 2132.334961
	Iteration 16Q: 3 clusters Score -58826.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58826.281250 Penalty: 2132.334961
	Iteration 17F: 3 clusters Score -58826.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Entering Unmasked Estep 
Score: -1510087.000000 Penalty: 1549.594971
	Iteration 0F: 2 clusters Score -1510087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1500500.125000 Penalty: 3099.189941
	Iteration 0F: 3 clusters Score -1500500 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1503844.625000 Penalty: 3099.189941
	Iteration 1F: 3 clusters Score -1503845 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1504208.750000 Penalty: 3099.189941
	Iteration 2F: 3 clusters Score -1504209 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1504597.500000 Penalty: 3099.189941
	Iteration 3F: 3 clusters Score -1504598 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1505081.000000 Penalty: 3099.189941
	Iteration 4F: 3 clusters Score -1505081 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1505635.625000 Penalty: 3099.189941
	Iteration 5F: 3 clusters Score -1505636 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1506296.625000 Penalty: 3099.189941
	Iteration 6F: 3 clusters Score -1506297 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1507040.750000 Penalty: 3099.189941
	Iteration 7F: 3 clusters Score -1507041 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1507617.750000 Penalty: 3099.189941
	Iteration 8Q: 3 clusters Score -1507618 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1508066.625000 Penalty: 3099.189941
	Iteration 9Q: 3 clusters Score -1508067 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1508337.000000 Penalty: 3099.189941
	Iteration 10Q: 3 clusters Score -1508337 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1508485.875000 Penalty: 3099.189941
	Iteration 11Q: 3 clusters Score -1508486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1508566.500000 Penalty: 3099.189941
	Iteration 12Q: 3 clusters Score -1508566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1508624.625000 Penalty: 3099.189941
	Iteration 13Q: 3 clusters Score -1508625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1508661.500000 Penalty: 3099.189941
	Iteration 14Q: 3 clusters Score -1508662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1508687.500000 Penalty: 3099.189941
	Iteration 15Q: 3 clusters Score -1508688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1508694.875000 Penalty: 3099.189941
	Iteration 16Q: 3 clusters Score -1508695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1508700.125000 Penalty: 3099.189941
	Iteration 17Q: 3 clusters Score -1508700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1508707.625000 Penalty: 3099.189941
	Iteration 18Q: 3 clusters Score -1508708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1508715.750000 Penalty: 3099.189941
	Iteration 19Q: 3 clusters Score -1508716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1508719.750000 Penalty: 3099.189941
	Iteration 20F: 3 clusters Score -1508720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1508722.750000 Penalty: 3099.189941
	Iteration 21Q: 3 clusters Score -1508723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1508731.875000 Penalty: 3099.189941
	Iteration 22Q: 3 clusters Score -1508732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1508737.750000 Penalty: 3099.189941
	Iteration 23Q: 3 clusters Score -1508738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1508738.125000 Penalty: 3099.189941
	Iteration 24Q: 3 clusters Score -1508738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1508740.250000 Penalty: 3099.189941
	Iteration 25Q: 3 clusters Score -1508740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1508741.125000 Penalty: 3099.189941
	Iteration 26Q: 3 clusters Score -1508741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1508741.125000 Penalty: 3099.189941
	Iteration 27F: 3 clusters Score -1508741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -21202.689453 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -21202.69 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 153 members 
Entering Unmasked Estep 
Score: -20419.242188 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -20419.24 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20618.103516 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -20618.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20674.130859 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -20674.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20704.429688 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -20704.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20730.121094 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -20730.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20787.656250 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -20787.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20825.544922 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -20825.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20905.775391 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -20905.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20980.314453 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -20980.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21077.642578 Penalty: 1853.729370
	Iteration 9F: 3 clusters Score -21077.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21193.810547 Penalty: 1853.729370
	Iteration 10F: 3 clusters Score -21193.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21274.841797 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -21274.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21322.146484 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -21322.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21365.230469 Penalty: 1853.729370
	Iteration 13Q: 3 clusters Score -21365.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21399.125000 Penalty: 1853.729370
	Iteration 14Q: 3 clusters Score -21399.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21416.607422 Penalty: 1853.729370
	Iteration 15Q: 3 clusters Score -21416.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21439.187500 Penalty: 1853.729370
	Iteration 16Q: 3 clusters Score -21439.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21445.722656 Penalty: 1853.729370
	Iteration 17Q: 3 clusters Score -21445.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21445.917969 Penalty: 1853.729370
	Iteration 18F: 3 clusters Score -21445.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21449.392578 Penalty: 1853.729370
	Iteration 19Q: 3 clusters Score -21449.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21449.392578 Penalty: 1853.729370
	Iteration 20F: 3 clusters Score -21449.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25739 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 7862 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104189 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175993 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 191 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10626 members 
Mstep: Class 43 contains 1630 members 
Mstep: Class 44 contains 109 members 
Entering Unmasked Estep 
Score: -101034664.000000 Penalty: 98589.312500
Splitting cluster 38 changes total score from -101035712.000000 to -101034664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (179633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Entering Unmasked Estep 
Score: -19456778.000000 Penalty: 1966.034058
	Iteration 0F: 2 clusters Score -1.945678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -19358620.000000 Penalty: 3932.068115
	Iteration 0F: 3 clusters Score -1.935862e+07 nChanged 86951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -19409696.000000 Penalty: 3932.068115
	Iteration 1F: 3 clusters Score -1.94097e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -19410812.000000 Penalty: 3932.068115
	Iteration 2Q: 3 clusters Score -1.941081e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -19412516.000000 Penalty: 3932.068115
	Iteration 3Q: 3 clusters Score -1.941252e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -19415472.000000 Penalty: 3932.068115
	Iteration 4F: 3 clusters Score -1.941547e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -19420486.000000 Penalty: 3932.068115
	Iteration 5F: 3 clusters Score -1.942049e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -19428526.000000 Penalty: 3932.068115
	Iteration 6F: 3 clusters Score -1.942853e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -19438354.000000 Penalty: 3932.068115
	Iteration 7F: 3 clusters Score -1.943835e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162222 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -19447422.000000 Penalty: 3932.068115
	Iteration 8F: 3 clusters Score -1.944742e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169541 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -19452678.000000 Penalty: 3932.068115
	Iteration 9Q: 3 clusters Score -1.945268e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173824 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -19454458.000000 Penalty: 3932.068115
	Iteration 10Q: 3 clusters Score -1.945446e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176130 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19454712.000000 Penalty: 3932.068115
	Iteration 11Q: 3 clusters Score -1.945471e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -19454818.000000 Penalty: 3932.068115
	Iteration 12Q: 3 clusters Score -1.945482e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178157 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -19454808.000000 Penalty: 3932.068115
	Iteration 13Q: 3 clusters Score -1.945481e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178608 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19455014.000000 Penalty: 3932.068115
	Iteration 14Q: 3 clusters Score -1.945501e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19455038.000000 Penalty: 3932.068115
	Iteration 15Q: 3 clusters Score -1.945504e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -19455044.000000 Penalty: 3932.068115
	Iteration 16Q: 3 clusters Score -1.945504e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179094 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19455082.000000 Penalty: 3932.068115
	Iteration 17Q: 3 clusters Score -1.945508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179152 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19455106.000000 Penalty: 3932.068115
	Iteration 18Q: 3 clusters Score -1.945511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19455116.000000 Penalty: 3932.068115
	Iteration 19Q: 3 clusters Score -1.945512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179212 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19455136.000000 Penalty: 3932.068115
	Iteration 20F: 3 clusters Score -1.945514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -19455156.000000 Penalty: 3932.068115
	Iteration 21Q: 3 clusters Score -1.945516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19455156.000000 Penalty: 3932.068115
	Iteration 22Q: 3 clusters Score -1.945516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19455162.000000 Penalty: 3932.068115
	Iteration 23Q: 3 clusters Score -1.945516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179256 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19455162.000000 Penalty: 3932.068115
	Iteration 24Q: 3 clusters Score -1.945516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19455180.000000 Penalty: 3932.068115
	Iteration 25Q: 3 clusters Score -1.945518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179263 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19455166.000000 Penalty: 3932.068115
	Iteration 26Q: 3 clusters Score -1.945517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19455196.000000 Penalty: 3932.068115
	Iteration 27Q: 3 clusters Score -1.94552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19455190.000000 Penalty: 3932.068115
	Iteration 28Q: 3 clusters Score -1.945519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19455204.000000 Penalty: 3932.068115
	Iteration 29Q: 3 clusters Score -1.94552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -19455202.000000 Penalty: 3932.068115
	Iteration 30Q: 3 clusters Score -1.94552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19455196.000000 Penalty: 3932.068115
	Iteration 31Q: 3 clusters Score -1.94552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19455192.000000 Penalty: 3932.068115
	Iteration 32Q: 3 clusters Score -1.945519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19455192.000000 Penalty: 3932.068115
	Iteration 33Q: 3 clusters Score -1.945519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179295 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19455202.000000 Penalty: 3932.068115
	Iteration 34Q: 3 clusters Score -1.94552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179297 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19455208.000000 Penalty: 3932.068115
	Iteration 35Q: 3 clusters Score -1.945521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19455212.000000 Penalty: 3932.068115
	Iteration 36Q: 3 clusters Score -1.945521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19455222.000000 Penalty: 3932.068115
	Iteration 37Q: 3 clusters Score -1.945522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19455202.000000 Penalty: 3932.068115
	Iteration 38Q: 3 clusters Score -1.94552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19455218.000000 Penalty: 3932.068115
	Iteration 39Q: 3 clusters Score -1.945522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19455212.000000 Penalty: 3932.068115
	Iteration 40F: 3 clusters Score -1.945521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19455212.000000 Penalty: 3932.068115
	Iteration 41Q: 3 clusters Score -1.945521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19455220.000000 Penalty: 3932.068115
	Iteration 42Q: 3 clusters Score -1.945522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19455212.000000 Penalty: 3932.068115
	Iteration 43Q: 3 clusters Score -1.945521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19455212.000000 Penalty: 3932.068115
	Iteration 44F: 3 clusters Score -1.945521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -32250.296875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -32250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31325.949219 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -31325.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31524.371094 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -31524.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31702.771484 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -31702.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31900.296875 Penalty: 1923.640503
	Iteration 3F: 3 clusters Score -31900.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32138.375000 Penalty: 1923.640503
	Iteration 4F: 3 clusters Score -32138.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32376.943359 Penalty: 1923.640503
	Iteration 5F: 3 clusters Score -32376.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32473.533203 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -32473.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32503.664062 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -32503.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32503.664062 Penalty: 1923.640503
	Iteration 8F: 3 clusters Score -32503.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25739 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 7862 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104189 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175993 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 205 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10626 members 
Mstep: Class 43 contains 1630 members 
Mstep: Class 44 contains 167 members 
Entering Unmasked Estep 
Score: -101034752.000000 Penalty: 98589.312500
Splitting cluster 40 changes total score from -101035712.000000 to -101034752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -50929.914062 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -50929.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49798.890625 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -49798.89 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50009.957031 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -50009.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50067.546875 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -50067.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50097.957031 Penalty: 2079.002197
	Iteration 3Q: 3 clusters Score -50097.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50120.281250 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -50120.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50142.152344 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -50142.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50160.316406 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -50160.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50179.625000 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -50179.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50194.843750 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -50194.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50204.796875 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -50204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50219.957031 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -50219.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50222.800781 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -50222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50228.167969 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -50228.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50232.000000 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -50232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50232.000000 Penalty: 2079.002197
	Iteration 14F: 3 clusters Score -50232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Entering Unmasked Estep 
Score: -1067952.625000 Penalty: 1506.547119
	Iteration 0F: 2 clusters Score -1067953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1060452.000000 Penalty: 3013.094238
	Iteration 0F: 3 clusters Score -1060452 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1062953.250000 Penalty: 3013.094238
	Iteration 1F: 3 clusters Score -1062953 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1063308.250000 Penalty: 3013.094238
	Iteration 2F: 3 clusters Score -1063308 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1063626.500000 Penalty: 3013.094238
	Iteration 3F: 3 clusters Score -1063626 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1063936.375000 Penalty: 3013.094238
	Iteration 4F: 3 clusters Score -1063936 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1064281.625000 Penalty: 3013.094238
	Iteration 5F: 3 clusters Score -1064282 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1064609.000000 Penalty: 3013.094238
	Iteration 6F: 3 clusters Score -1064609 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1064921.625000 Penalty: 3013.094238
	Iteration 7Q: 3 clusters Score -1064922 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1065244.375000 Penalty: 3013.094238
	Iteration 8Q: 3 clusters Score -1065244 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1065538.500000 Penalty: 3013.094238
	Iteration 9Q: 3 clusters Score -1065538 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1065799.375000 Penalty: 3013.094238
	Iteration 10Q: 3 clusters Score -1065799 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1066072.875000 Penalty: 3013.094238
	Iteration 11Q: 3 clusters Score -1066073 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1066315.375000 Penalty: 3013.094238
	Iteration 12Q: 3 clusters Score -1066315 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1066450.875000 Penalty: 3013.094238
	Iteration 13Q: 3 clusters Score -1066451 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1066524.375000 Penalty: 3013.094238
	Iteration 14Q: 3 clusters Score -1066524 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1066573.000000 Penalty: 3013.094238
	Iteration 15Q: 3 clusters Score -1066573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1066604.625000 Penalty: 3013.094238
	Iteration 16Q: 3 clusters Score -1066605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1066629.375000 Penalty: 3013.094238
	Iteration 17Q: 3 clusters Score -1066629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1066641.250000 Penalty: 3013.094238
	Iteration 18Q: 3 clusters Score -1066641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1066659.625000 Penalty: 3013.094238
	Iteration 19Q: 3 clusters Score -1066660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1066667.000000 Penalty: 3013.094238
	Iteration 20F: 3 clusters Score -1066667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1066684.250000 Penalty: 3013.094238
	Iteration 21Q: 3 clusters Score -1066684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1066693.375000 Penalty: 3013.094238
	Iteration 22Q: 3 clusters Score -1066693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1066703.375000 Penalty: 3013.094238
	Iteration 23Q: 3 clusters Score -1066703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1066710.750000 Penalty: 3013.094238
	Iteration 24Q: 3 clusters Score -1066711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1066722.250000 Penalty: 3013.094238
	Iteration 25Q: 3 clusters Score -1066722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1066733.875000 Penalty: 3013.094238
	Iteration 26Q: 3 clusters Score -1066734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1066744.375000 Penalty: 3013.094238
	Iteration 27Q: 3 clusters Score -1066744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1066752.250000 Penalty: 3013.094238
	Iteration 28Q: 3 clusters Score -1066752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1066757.875000 Penalty: 3013.094238
	Iteration 29Q: 3 clusters Score -1066758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1066762.375000 Penalty: 3013.094238
	Iteration 30Q: 3 clusters Score -1066762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1066762.375000 Penalty: 3013.094238
	Iteration 31Q: 3 clusters Score -1066762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1066764.125000 Penalty: 3013.094238
	Iteration 32Q: 3 clusters Score -1066764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1066767.500000 Penalty: 3013.094238
	Iteration 33Q: 3 clusters Score -1066768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1066768.125000 Penalty: 3013.094238
	Iteration 34Q: 3 clusters Score -1066768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1066769.375000 Penalty: 3013.094238
	Iteration 35Q: 3 clusters Score -1066769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1066769.875000 Penalty: 3013.094238
	Iteration 36Q: 3 clusters Score -1066770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1066769.875000 Penalty: 3013.094238
	Iteration 37F: 3 clusters Score -1066770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -150301.187500 Penalty: 1201.904419
	Iteration 0F: 2 clusters Score -150301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -148487.812500 Penalty: 2403.808838
	Iteration 0F: 3 clusters Score -148487.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -149008.359375 Penalty: 2403.808838
	Iteration 1F: 3 clusters Score -149008.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149174.468750 Penalty: 2403.808838
	Iteration 2F: 3 clusters Score -149174.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -149268.437500 Penalty: 2403.808838
	Iteration 3F: 3 clusters Score -149268.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -149340.406250 Penalty: 2403.808838
	Iteration 4Q: 3 clusters Score -149340.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -149405.734375 Penalty: 2403.808838
	Iteration 5Q: 3 clusters Score -149405.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -149452.187500 Penalty: 2403.808838
	Iteration 6Q: 3 clusters Score -149452.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -149486.546875 Penalty: 2403.808838
	Iteration 7Q: 3 clusters Score -149486.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -149531.968750 Penalty: 2403.808838
	Iteration 8Q: 3 clusters Score -149532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -149567.890625 Penalty: 2403.808838
	Iteration 9Q: 3 clusters Score -149567.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -149592.812500 Penalty: 2403.808838
	Iteration 10Q: 3 clusters Score -149592.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -149622.250000 Penalty: 2403.808838
	Iteration 11Q: 3 clusters Score -149622.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -149650.390625 Penalty: 2403.808838
	Iteration 12Q: 3 clusters Score -149650.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -149681.156250 Penalty: 2403.808838
	Iteration 13Q: 3 clusters Score -149681.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -149735.828125 Penalty: 2403.808838
	Iteration 14Q: 3 clusters Score -149735.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149781.312500 Penalty: 2403.808838
	Iteration 15Q: 3 clusters Score -149781.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149827.750000 Penalty: 2403.808838
	Iteration 16Q: 3 clusters Score -149827.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -149873.437500 Penalty: 2403.808838
	Iteration 17Q: 3 clusters Score -149873.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -149928.203125 Penalty: 2403.808838
	Iteration 18Q: 3 clusters Score -149928.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -149966.796875 Penalty: 2403.808838
	Iteration 19Q: 3 clusters Score -149966.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -149997.718750 Penalty: 2403.808838
	Iteration 20F: 3 clusters Score -149997.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150033.515625 Penalty: 2403.808838
	Iteration 21Q: 3 clusters Score -150033.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -150066.625000 Penalty: 2403.808838
	Iteration 22Q: 3 clusters Score -150066.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -150108.765625 Penalty: 2403.808838
	Iteration 23Q: 3 clusters Score -150108.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -150143.703125 Penalty: 2403.808838
	Iteration 24Q: 3 clusters Score -150143.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -150166.140625 Penalty: 2403.808838
	Iteration 25Q: 3 clusters Score -150166.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -150182.218750 Penalty: 2403.808838
	Iteration 26Q: 3 clusters Score -150182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -150193.609375 Penalty: 2403.808838
	Iteration 27Q: 3 clusters Score -150193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -150203.328125 Penalty: 2403.808838
	Iteration 28Q: 3 clusters Score -150203.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150210.515625 Penalty: 2403.808838
	Iteration 29Q: 3 clusters Score -150210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -150213.609375 Penalty: 2403.808838
	Iteration 30Q: 3 clusters Score -150213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -150217.984375 Penalty: 2403.808838
	Iteration 31Q: 3 clusters Score -150218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -150220.062500 Penalty: 2403.808838
	Iteration 32Q: 3 clusters Score -150220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -150223.843750 Penalty: 2403.808838
	Iteration 33Q: 3 clusters Score -150223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -150226.203125 Penalty: 2403.808838
	Iteration 34Q: 3 clusters Score -150226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -150226.578125 Penalty: 2403.808838
	Iteration 35Q: 3 clusters Score -150226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -150227.640625 Penalty: 2403.808838
	Iteration 36Q: 3 clusters Score -150227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -150227.640625 Penalty: 2403.808838
	Iteration 37F: 3 clusters Score -150227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25739 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 7862 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 121642 members 
Mstep: Class 26 contains 104189 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175993 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10626 members 
Mstep: Class 43 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035760.000000 Penalty: 96348.648438
Iteration 239Q: 44 clusters Score -1.010358e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38645 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9166 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52574 members 
Mstep: Class 11 contains 7853 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 808 members 
Mstep: Class 25 contains 121643 members 
Mstep: Class 26 contains 104191 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6538 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175997 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3142 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10627 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035784.000000 Penalty: 96348.648438
Iteration 240F: 44 clusters Score -1.010358e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 25730 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9165 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52576 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 89169 members 
Mstep: Class 13 contains 13804 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2706 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 10480 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 812 members 
Mstep: Class 25 contains 121640 members 
Mstep: Class 26 contains 104192 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6519 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175994 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1696 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10623 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035704.000000 Penalty: 96348.648438
Iteration 241Q: 44 clusters Score -1.010357e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38648 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 25717 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9164 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52576 members 
Mstep: Class 11 contains 7823 members 
Mstep: Class 12 contains 89177 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9163 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 813 members 
Mstep: Class 25 contains 121637 members 
Mstep: Class 26 contains 104201 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6503 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175996 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3240 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1696 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10617 members 
Mstep: Class 43 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035640.000000 Penalty: 96348.648438
Iteration 242Q: 44 clusters Score -1.010356e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38648 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25702 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9165 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 89192 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 9163 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 10459 members 
Mstep: Class 23 contains 2065 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 121636 members 
Mstep: Class 26 contains 104203 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6476 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 176001 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3295 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1696 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10614 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035760.000000 Penalty: 96348.648438
Iteration 243Q: 44 clusters Score -1.010358e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38649 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25683 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9163 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52579 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 89205 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 10432 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 816 members 
Mstep: Class 25 contains 121637 members 
Mstep: Class 26 contains 104219 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6446 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 176007 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11971 members 
Mstep: Class 35 contains 1696 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10610 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035776.000000 Penalty: 96348.648438
Iteration 244Q: 44 clusters Score -1.010358e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38649 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25662 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9165 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52580 members 
Mstep: Class 11 contains 7788 members 
Mstep: Class 12 contains 89218 members 
Mstep: Class 13 contains 13798 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 121637 members 
Mstep: Class 26 contains 104221 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 176005 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1696 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179631 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10610 members 
Mstep: Class 43 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035840.000000 Penalty: 96348.648438
Iteration 245Q: 44 clusters Score -1.010358e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38651 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9164 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52580 members 
Mstep: Class 11 contains 7780 members 
Mstep: Class 12 contains 89234 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 10342 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 10354 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 121639 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6383 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 175993 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3517 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10616 members 
Mstep: Class 43 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035920.000000 Penalty: 96348.648438
Iteration 246Q: 44 clusters Score -1.010359e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 38654 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25633 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9166 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52579 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 89252 members 
Mstep: Class 13 contains 13792 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 10325 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 121639 members 
Mstep: Class 26 contains 104222 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6346 members 
Mstep: Class 29 contains 18428 members 
Mstep: Class 30 contains 175983 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3573 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13849 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179630 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10625 members 
Mstep: Class 43 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036040.000000 Penalty: 96348.648438
Iteration 247Q: 44 clusters Score -1.01036e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 38654 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25627 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7771 members 
Mstep: Class 12 contains 89266 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 2695 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104225 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6317 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175972 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3617 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11974 members 
Mstep: Class 35 contains 1699 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10630 members 
Mstep: Class 43 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035992.000000 Penalty: 96348.648438
Iteration 248Q: 44 clusters Score -1.01036e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 38657 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25610 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9170 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 89275 members 
Mstep: Class 13 contains 13788 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 121637 members 
Mstep: Class 26 contains 104224 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175951 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3670 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13851 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10636 members 
Mstep: Class 43 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036064.000000 Penalty: 96348.648438
Iteration 249Q: 44 clusters Score -1.010361e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 38657 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25593 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52579 members 
Mstep: Class 11 contains 7769 members 
Mstep: Class 12 contains 89276 members 
Mstep: Class 13 contains 13788 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 10259 members 
Mstep: Class 23 contains 2079 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 121638 members 
Mstep: Class 26 contains 104227 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6286 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175933 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3704 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13852 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10645 members 
Mstep: Class 43 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036048.000000 Penalty: 96348.648438
Iteration 250Q: 44 clusters Score -1.01036e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 38658 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25586 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 52576 members 
Mstep: Class 11 contains 7774 members 
Mstep: Class 12 contains 89280 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 10247 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 121639 members 
Mstep: Class 26 contains 104220 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6273 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175915 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3726 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13852 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10649 members 
Mstep: Class 43 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036088.000000 Penalty: 96348.648438
Iteration 251Q: 44 clusters Score -1.010361e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 38658 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25576 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 89280 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 9172 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 10234 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 121641 members 
Mstep: Class 26 contains 104222 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6267 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175905 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3739 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 1695 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13852 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10652 members 
Mstep: Class 43 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036192.000000 Penalty: 96348.648438
Iteration 252Q: 44 clusters Score -1.010362e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 38656 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25576 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7768 members 
Mstep: Class 12 contains 89283 members 
Mstep: Class 13 contains 13790 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 9179 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 10226 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 121639 members 
Mstep: Class 26 contains 104224 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175889 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3749 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13852 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10653 members 
Mstep: Class 43 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036136.000000 Penalty: 96348.648438
Iteration 253Q: 44 clusters Score -1.010361e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 38651 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25575 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7759 members 
Mstep: Class 12 contains 89286 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9185 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 10221 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 121638 members 
Mstep: Class 26 contains 104229 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 18426 members 
Mstep: Class 30 contains 175877 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3755 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 1700 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10654 members 
Mstep: Class 43 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036104.000000 Penalty: 96348.648438
Iteration 254Q: 44 clusters Score -1.010361e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 38647 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25576 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 89292 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9189 members 
Mstep: Class 20 contains 2781 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 10217 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 121638 members 
Mstep: Class 26 contains 104230 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 18425 members 
Mstep: Class 30 contains 175869 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3759 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1700 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13854 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10654 members 
Mstep: Class 43 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036024.000000 Penalty: 96348.648438
Iteration 255Q: 44 clusters Score -1.01036e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25578 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7749 members 
Mstep: Class 12 contains 89297 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9192 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 10214 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 121639 members 
Mstep: Class 26 contains 104229 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6249 members 
Mstep: Class 29 contains 18423 members 
Mstep: Class 30 contains 175860 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3765 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1700 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13854 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179632 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10657 members 
Mstep: Class 43 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036064.000000 Penalty: 96348.648438
Iteration 256Q: 44 clusters Score -1.010361e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25574 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7749 members 
Mstep: Class 12 contains 89300 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10211 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104230 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6248 members 
Mstep: Class 29 contains 18422 members 
Mstep: Class 30 contains 175861 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3764 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13854 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10659 members 
Mstep: Class 43 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036112.000000 Penalty: 96348.648438
Iteration 257Q: 44 clusters Score -1.010361e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25572 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7748 members 
Mstep: Class 12 contains 89304 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 121637 members 
Mstep: Class 26 contains 104232 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 18421 members 
Mstep: Class 30 contains 175855 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3764 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13854 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10660 members 
Mstep: Class 43 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036120.000000 Penalty: 96348.648438
Iteration 258Q: 44 clusters Score -1.010361e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38641 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25572 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52579 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 89303 members 
Mstep: Class 13 contains 13795 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 121635 members 
Mstep: Class 26 contains 104232 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6239 members 
Mstep: Class 29 contains 18421 members 
Mstep: Class 30 contains 175853 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3765 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13854 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10664 members 
Mstep: Class 43 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036080.000000 Penalty: 96348.648438
Iteration 259Q: 44 clusters Score -1.010361e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25568 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52579 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 89308 members 
Mstep: Class 13 contains 13795 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104232 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6234 members 
Mstep: Class 29 contains 18422 members 
Mstep: Class 30 contains 175847 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3764 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13854 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179634 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10668 members 
Mstep: Class 43 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036112.000000 Penalty: 96348.648438
Iteration 260F: 44 clusters Score -1.010361e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38642 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25569 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7751 members 
Mstep: Class 12 contains 89309 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104230 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6233 members 
Mstep: Class 29 contains 18422 members 
Mstep: Class 30 contains 175842 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3768 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10669 members 
Mstep: Class 43 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036120.000000 Penalty: 96348.648438
Iteration 261Q: 44 clusters Score -1.010361e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25570 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 89310 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 10206 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 121634 members 
Mstep: Class 26 contains 104230 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6232 members 
Mstep: Class 29 contains 18421 members 
Mstep: Class 30 contains 175840 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3769 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10668 members 
Mstep: Class 43 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036080.000000 Penalty: 96348.648438
Iteration 262Q: 44 clusters Score -1.010361e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25568 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 89310 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 10205 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 121632 members 
Mstep: Class 26 contains 104230 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6230 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175839 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3770 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179633 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10666 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036152.000000 Penalty: 96348.648438
Iteration 263Q: 44 clusters Score -1.010362e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 89312 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2821 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 121630 members 
Mstep: Class 26 contains 104229 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175838 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3772 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179634 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10671 members 
Mstep: Class 43 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036128.000000 Penalty: 96348.648438
Iteration 264Q: 44 clusters Score -1.010361e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25562 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 89314 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104228 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175837 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3772 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10672 members 
Mstep: Class 43 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036192.000000 Penalty: 96348.648438
Iteration 265Q: 44 clusters Score -1.010362e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25561 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 89315 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104228 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175834 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3773 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036176.000000 Penalty: 96348.648438
Iteration 266Q: 44 clusters Score -1.010362e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25564 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 89315 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10200 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 121629 members 
Mstep: Class 26 contains 104230 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175831 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3774 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10671 members 
Mstep: Class 43 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036192.000000 Penalty: 96348.648438
Iteration 267Q: 44 clusters Score -1.010362e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25562 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52575 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 89315 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2832 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10200 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 121628 members 
Mstep: Class 26 contains 104230 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175832 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3775 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10671 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036256.000000 Penalty: 96348.648438
Iteration 268Q: 44 clusters Score -1.010363e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25558 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 89314 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121628 members 
Mstep: Class 26 contains 104227 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175832 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10672 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036176.000000 Penalty: 96348.648438
Iteration 269Q: 44 clusters Score -1.010362e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25558 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 89315 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121628 members 
Mstep: Class 26 contains 104225 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175828 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3781 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10674 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036176.000000 Penalty: 96348.648438
Iteration 270Q: 44 clusters Score -1.010362e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25560 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7751 members 
Mstep: Class 12 contains 89315 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121628 members 
Mstep: Class 26 contains 104224 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175825 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3781 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036216.000000 Penalty: 96348.648438
Iteration 271Q: 44 clusters Score -1.010362e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25560 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121628 members 
Mstep: Class 26 contains 104224 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175825 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3781 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036216.000000 Penalty: 96348.648438
Iteration 272Q: 44 clusters Score -1.010362e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25561 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121628 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3781 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10674 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036240.000000 Penalty: 96348.648438
Iteration 273Q: 44 clusters Score -1.010362e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25562 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175824 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3780 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10674 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036248.000000 Penalty: 96348.648438
Iteration 274Q: 44 clusters Score -1.010362e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52571 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036216.000000 Penalty: 96348.648438
Iteration 275Q: 44 clusters Score -1.010362e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52571 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104222 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036200.000000 Penalty: 96348.648438
Iteration 276Q: 44 clusters Score -1.010362e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52571 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6220 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3776 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036208.000000 Penalty: 96348.648438
Iteration 277Q: 44 clusters Score -1.010362e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6217 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3777 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036192.000000 Penalty: 96348.648438
Iteration 278Q: 44 clusters Score -1.010362e+08 nChanged 1
Entering ConstructFrom: 
Score: -101036192.000000 Penalty: 96348.648438
Entering ConstructFrom: 
Trying to split cluster 1 (7608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Entering Unmasked Estep 
Score: -781248.375000 Penalty: 1452.255249
	Iteration 0F: 2 clusters Score -781248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -775684.437500 Penalty: 2904.510498
	Iteration 0F: 3 clusters Score -775684.4 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -777387.125000 Penalty: 2904.510498
	Iteration 1F: 3 clusters Score -777387.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -777621.250000 Penalty: 2904.510498
	Iteration 2F: 3 clusters Score -777621.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -777819.250000 Penalty: 2904.510498
	Iteration 3F: 3 clusters Score -777819.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -777988.312500 Penalty: 2904.510498
	Iteration 4Q: 3 clusters Score -777988.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -778162.000000 Penalty: 2904.510498
	Iteration 5Q: 3 clusters Score -778162 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -778381.000000 Penalty: 2904.510498
	Iteration 6Q: 3 clusters Score -778381 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -778635.000000 Penalty: 2904.510498
	Iteration 7Q: 3 clusters Score -778635 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -778934.375000 Penalty: 2904.510498
	Iteration 8Q: 3 clusters Score -778934.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -779228.625000 Penalty: 2904.510498
	Iteration 9Q: 3 clusters Score -779228.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -779460.437500 Penalty: 2904.510498
	Iteration 10Q: 3 clusters Score -779460.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -779675.062500 Penalty: 2904.510498
	Iteration 11Q: 3 clusters Score -779675.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -779860.937500 Penalty: 2904.510498
	Iteration 12Q: 3 clusters Score -779860.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -779982.687500 Penalty: 2904.510498
	Iteration 13Q: 3 clusters Score -779982.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -780043.125000 Penalty: 2904.510498
	Iteration 14Q: 3 clusters Score -780043.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -780078.062500 Penalty: 2904.510498
	Iteration 15Q: 3 clusters Score -780078.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -780100.875000 Penalty: 2904.510498
	Iteration 16Q: 3 clusters Score -780100.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -780114.500000 Penalty: 2904.510498
	Iteration 17Q: 3 clusters Score -780114.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -780123.000000 Penalty: 2904.510498
	Iteration 18Q: 3 clusters Score -780123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -780132.125000 Penalty: 2904.510498
	Iteration 19Q: 3 clusters Score -780132.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -780143.000000 Penalty: 2904.510498
	Iteration 20F: 3 clusters Score -780143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -780149.375000 Penalty: 2904.510498
	Iteration 21Q: 3 clusters Score -780149.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -780154.500000 Penalty: 2904.510498
	Iteration 22Q: 3 clusters Score -780154.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -780159.062500 Penalty: 2904.510498
	Iteration 23Q: 3 clusters Score -780159.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -780162.812500 Penalty: 2904.510498
	Iteration 24Q: 3 clusters Score -780162.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -780166.250000 Penalty: 2904.510498
	Iteration 25Q: 3 clusters Score -780166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -780169.562500 Penalty: 2904.510498
	Iteration 26Q: 3 clusters Score -780169.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -780174.312500 Penalty: 2904.510498
	Iteration 27Q: 3 clusters Score -780174.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -780177.687500 Penalty: 2904.510498
	Iteration 28Q: 3 clusters Score -780177.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -780179.437500 Penalty: 2904.510498
	Iteration 29Q: 3 clusters Score -780179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -780179.312500 Penalty: 2904.510498
	Iteration 30Q: 3 clusters Score -780179.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -780181.875000 Penalty: 2904.510498
	Iteration 31Q: 3 clusters Score -780181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -780180.625000 Penalty: 2904.510498
	Iteration 32Q: 3 clusters Score -780180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -780181.187500 Penalty: 2904.510498
	Iteration 33Q: 3 clusters Score -780181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -780181.375000 Penalty: 2904.510498
	Iteration 34Q: 3 clusters Score -780181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -780182.812500 Penalty: 2904.510498
	Iteration 35Q: 3 clusters Score -780182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -780182.687500 Penalty: 2904.510498
	Iteration 36Q: 3 clusters Score -780182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -780182.687500 Penalty: 2904.510498
	Iteration 37Q: 3 clusters Score -780182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -780181.562500 Penalty: 2904.510498
	Iteration 38Q: 3 clusters Score -780181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -780181.812500 Penalty: 2904.510498
	Iteration 39Q: 3 clusters Score -780181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -780183.625000 Penalty: 2904.510498
	Iteration 40F: 3 clusters Score -780183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -780183.000000 Penalty: 2904.510498
	Iteration 41Q: 3 clusters Score -780183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -780187.437500 Penalty: 2904.510498
	Iteration 42Q: 3 clusters Score -780187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -780186.062500 Penalty: 2904.510498
	Iteration 43Q: 3 clusters Score -780186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -780186.562500 Penalty: 2904.510498
	Iteration 44Q: 3 clusters Score -780186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -780187.187500 Penalty: 2904.510498
	Iteration 45Q: 3 clusters Score -780187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -780186.437500 Penalty: 2904.510498
	Iteration 46Q: 3 clusters Score -780186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -780187.500000 Penalty: 2904.510498
	Iteration 47Q: 3 clusters Score -780187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -780186.437500 Penalty: 2904.510498
	Iteration 48Q: 3 clusters Score -780186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -780186.437500 Penalty: 2904.510498
	Iteration 49F: 3 clusters Score -780186.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -269224.968750 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -269225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -266808.312500 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -266808.3 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -267293.906250 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -267293.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -267427.218750 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -267427.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267512.218750 Penalty: 2534.653320
	Iteration 3F: 3 clusters Score -267512.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -267558.781250 Penalty: 2534.653320
	Iteration 4Q: 3 clusters Score -267558.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -267591.312500 Penalty: 2534.653320
	Iteration 5Q: 3 clusters Score -267591.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267610.687500 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -267610.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267627.687500 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -267627.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -267645.718750 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -267645.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -267657.687500 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -267657.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -267665.781250 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -267665.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -267671.750000 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -267671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -267676.593750 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -267676.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267679.750000 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -267679.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -267682.906250 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -267682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267686.343750 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -267686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267687.437500 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -267687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -267687.937500 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -267687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -267688.437500 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -267688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267688.812500 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -267688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267689.687500 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -267689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267689.281250 Penalty: 2534.653320
	Iteration 21Q: 3 clusters Score -267689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267690.468750 Penalty: 2534.653320
	Iteration 22Q: 3 clusters Score -267690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267691.250000 Penalty: 2534.653320
	Iteration 23Q: 3 clusters Score -267691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -267692.062500 Penalty: 2534.653320
	Iteration 24Q: 3 clusters Score -267692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267692.375000 Penalty: 2534.653320
	Iteration 25Q: 3 clusters Score -267692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267692.718750 Penalty: 2534.653320
	Iteration 26Q: 3 clusters Score -267692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267693.531250 Penalty: 2534.653320
	Iteration 27Q: 3 clusters Score -267693.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267696.000000 Penalty: 2534.653320
	Iteration 28Q: 3 clusters Score -267696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267698.156250 Penalty: 2534.653320
	Iteration 29Q: 3 clusters Score -267698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267699.218750 Penalty: 2534.653320
	Iteration 30Q: 3 clusters Score -267699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267700.625000 Penalty: 2534.653320
	Iteration 31Q: 3 clusters Score -267700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267701.437500 Penalty: 2534.653320
	Iteration 32Q: 3 clusters Score -267701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267701.781250 Penalty: 2534.653320
	Iteration 33Q: 3 clusters Score -267701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267702.500000 Penalty: 2534.653320
	Iteration 34Q: 3 clusters Score -267702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267705.250000 Penalty: 2534.653320
	Iteration 35Q: 3 clusters Score -267705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -267707.906250 Penalty: 2534.653320
	Iteration 36Q: 3 clusters Score -267707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267708.718750 Penalty: 2534.653320
	Iteration 37Q: 3 clusters Score -267708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -267709.593750 Penalty: 2534.653320
	Iteration 38Q: 3 clusters Score -267709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267711.000000 Penalty: 2534.653320
	Iteration 39Q: 3 clusters Score -267711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267713.187500 Penalty: 2534.653320
	Iteration 40F: 3 clusters Score -267713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -267714.593750 Penalty: 2534.653320
	Iteration 41Q: 3 clusters Score -267714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267718.375000 Penalty: 2534.653320
	Iteration 42Q: 3 clusters Score -267718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267722.437500 Penalty: 2534.653320
	Iteration 43Q: 3 clusters Score -267722.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267727.343750 Penalty: 2534.653320
	Iteration 44Q: 3 clusters Score -267727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267730.781250 Penalty: 2534.653320
	Iteration 45Q: 3 clusters Score -267730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267735.218750 Penalty: 2534.653320
	Iteration 46Q: 3 clusters Score -267735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267738.750000 Penalty: 2534.653320
	Iteration 47Q: 3 clusters Score -267738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -267741.062500 Penalty: 2534.653320
	Iteration 48Q: 3 clusters Score -267741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267745.250000 Penalty: 2534.653320
	Iteration 49Q: 3 clusters Score -267745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -267748.875000 Penalty: 2534.653320
	Iteration 50Q: 3 clusters Score -267748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267752.406250 Penalty: 2534.653320
	Iteration 51Q: 3 clusters Score -267752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -267754.250000 Penalty: 2534.653320
	Iteration 52Q: 3 clusters Score -267754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -267756.312500 Penalty: 2534.653320
	Iteration 53Q: 3 clusters Score -267756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267759.500000 Penalty: 2534.653320
	Iteration 54Q: 3 clusters Score -267759.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267761.187500 Penalty: 2534.653320
	Iteration 55Q: 3 clusters Score -267761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267762.218750 Penalty: 2534.653320
	Iteration 56Q: 3 clusters Score -267762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -267763.031250 Penalty: 2534.653320
	Iteration 57Q: 3 clusters Score -267763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267763.937500 Penalty: 2534.653320
	Iteration 58Q: 3 clusters Score -267763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267763.937500 Penalty: 2534.653320
	Iteration 59F: 3 clusters Score -267763.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Entering Unmasked Estep 
Score: -4069517.500000 Penalty: 1716.348877
	Iteration 0F: 2 clusters Score -4069518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4043450.750000 Penalty: 3432.697754
	Iteration 0F: 3 clusters Score -4043451 nChanged 18102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -4053865.750000 Penalty: 3432.697754
	Iteration 1F: 3 clusters Score -4053866 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4054514.750000 Penalty: 3432.697754
	Iteration 2Q: 3 clusters Score -4054515 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4055337.500000 Penalty: 3432.697754
	Iteration 3Q: 3 clusters Score -4055338 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4056289.500000 Penalty: 3432.697754
	Iteration 4Q: 3 clusters Score -4056290 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4057345.250000 Penalty: 3432.697754
	Iteration 5F: 3 clusters Score -4057345 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4058418.500000 Penalty: 3432.697754
	Iteration 6F: 3 clusters Score -4058418 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4059482.500000 Penalty: 3432.697754
	Iteration 7F: 3 clusters Score -4059482 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -4060593.750000 Penalty: 3432.697754
	Iteration 8F: 3 clusters Score -4060594 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4061692.500000 Penalty: 3432.697754
	Iteration 9F: 3 clusters Score -4061692 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4062605.500000 Penalty: 3432.697754
	Iteration 10Q: 3 clusters Score -4062606 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4063328.250000 Penalty: 3432.697754
	Iteration 11Q: 3 clusters Score -4063328 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4063913.000000 Penalty: 3432.697754
	Iteration 12Q: 3 clusters Score -4063913 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4064398.250000 Penalty: 3432.697754
	Iteration 13Q: 3 clusters Score -4064398 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4064915.500000 Penalty: 3432.697754
	Iteration 14Q: 3 clusters Score -4064916 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4065449.250000 Penalty: 3432.697754
	Iteration 15Q: 3 clusters Score -4065449 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4066037.000000 Penalty: 3432.697754
	Iteration 16Q: 3 clusters Score -4066037 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4066575.500000 Penalty: 3432.697754
	Iteration 17Q: 3 clusters Score -4066576 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4067065.500000 Penalty: 3432.697754
	Iteration 18Q: 3 clusters Score -4067066 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4067542.250000 Penalty: 3432.697754
	Iteration 19Q: 3 clusters Score -4067542 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4067886.500000 Penalty: 3432.697754
	Iteration 20F: 3 clusters Score -4067886 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4068215.750000 Penalty: 3432.697754
	Iteration 21Q: 3 clusters Score -4068216 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4068450.000000 Penalty: 3432.697754
	Iteration 22Q: 3 clusters Score -4068450 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4068571.500000 Penalty: 3432.697754
	Iteration 23Q: 3 clusters Score -4068572 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4068680.750000 Penalty: 3432.697754
	Iteration 24Q: 3 clusters Score -4068681 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4068759.000000 Penalty: 3432.697754
	Iteration 25Q: 3 clusters Score -4068759 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4068794.750000 Penalty: 3432.697754
	Iteration 26Q: 3 clusters Score -4068795 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4068839.500000 Penalty: 3432.697754
	Iteration 27Q: 3 clusters Score -4068840 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4068867.500000 Penalty: 3432.697754
	Iteration 28Q: 3 clusters Score -4068868 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4068884.000000 Penalty: 3432.697754
	Iteration 29Q: 3 clusters Score -4068884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4068903.000000 Penalty: 3432.697754
	Iteration 30Q: 3 clusters Score -4068903 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4068925.000000 Penalty: 3432.697754
	Iteration 31Q: 3 clusters Score -4068925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4068923.250000 Penalty: 3432.697754
	Iteration 32Q: 3 clusters Score -4068923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -4068937.500000 Penalty: 3432.697754
	Iteration 33Q: 3 clusters Score -4068938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4068954.250000 Penalty: 3432.697754
	Iteration 34Q: 3 clusters Score -4068954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4068951.750000 Penalty: 3432.697754
	Iteration 35Q: 3 clusters Score -4068952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4068948.000000 Penalty: 3432.697754
	Iteration 36Q: 3 clusters Score -4068948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4068955.500000 Penalty: 3432.697754
	Iteration 37Q: 3 clusters Score -4068956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4068948.250000 Penalty: 3432.697754
	Iteration 38Q: 3 clusters Score -4068948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4068961.000000 Penalty: 3432.697754
	Iteration 39Q: 3 clusters Score -4068961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4068963.750000 Penalty: 3432.697754
	Iteration 40F: 3 clusters Score -4068964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4068974.750000 Penalty: 3432.697754
	Iteration 41Q: 3 clusters Score -4068975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4068976.000000 Penalty: 3432.697754
	Iteration 42Q: 3 clusters Score -4068976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4068986.500000 Penalty: 3432.697754
	Iteration 43Q: 3 clusters Score -4068986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4068997.750000 Penalty: 3432.697754
	Iteration 44Q: 3 clusters Score -4068998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4069006.750000 Penalty: 3432.697754
	Iteration 45Q: 3 clusters Score -4069007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4068999.000000 Penalty: 3432.697754
	Iteration 46Q: 3 clusters Score -4068999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4069002.000000 Penalty: 3432.697754
	Iteration 47Q: 3 clusters Score -4069002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -4069000.500000 Penalty: 3432.697754
	Iteration 48Q: 3 clusters Score -4069000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4069005.750000 Penalty: 3432.697754
	Iteration 49Q: 3 clusters Score -4069006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4069008.500000 Penalty: 3432.697754
	Iteration 50Q: 3 clusters Score -4069008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4069006.750000 Penalty: 3432.697754
	Iteration 51Q: 3 clusters Score -4069007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4069016.750000 Penalty: 3432.697754
	Iteration 52Q: 3 clusters Score -4069017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4069015.750000 Penalty: 3432.697754
	Iteration 53Q: 3 clusters Score -4069016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4069011.500000 Penalty: 3432.697754
	Iteration 54Q: 3 clusters Score -4069012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4069007.500000 Penalty: 3432.697754
	Iteration 55Q: 3 clusters Score -4069008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4069011.750000 Penalty: 3432.697754
	Iteration 56Q: 3 clusters Score -4069012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4069017.500000 Penalty: 3432.697754
	Iteration 57Q: 3 clusters Score -4069018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4069024.250000 Penalty: 3432.697754
	Iteration 58Q: 3 clusters Score -4069024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4069026.500000 Penalty: 3432.697754
	Iteration 59Q: 3 clusters Score -4069026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4069030.250000 Penalty: 3432.697754
	Iteration 60F: 3 clusters Score -4069030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4069021.750000 Penalty: 3432.697754
	Iteration 61Q: 3 clusters Score -4069022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4069025.750000 Penalty: 3432.697754
	Iteration 62Q: 3 clusters Score -4069026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4069027.250000 Penalty: 3432.697754
	Iteration 63Q: 3 clusters Score -4069027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4069023.000000 Penalty: 3432.697754
	Iteration 64Q: 3 clusters Score -4069023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4069022.000000 Penalty: 3432.697754
	Iteration 65Q: 3 clusters Score -4069022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4069023.500000 Penalty: 3432.697754
	Iteration 66Q: 3 clusters Score -4069024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4069024.250000 Penalty: 3432.697754
	Iteration 67Q: 3 clusters Score -4069024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4069021.500000 Penalty: 3432.697754
	Iteration 68Q: 3 clusters Score -4069022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4069023.500000 Penalty: 3432.697754
	Iteration 69Q: 3 clusters Score -4069024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4069023.500000 Penalty: 3432.697754
	Iteration 70F: 3 clusters Score -4069024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Entering Unmasked Estep 
Score: -1039856.500000 Penalty: 1489.470215
	Iteration 0F: 2 clusters Score -1039856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1032891.187500 Penalty: 2978.940430
	Iteration 0F: 3 clusters Score -1032891 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1035136.687500 Penalty: 2978.940430
	Iteration 1F: 3 clusters Score -1035137 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1035357.312500 Penalty: 2978.940430
	Iteration 2F: 3 clusters Score -1035357 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1035524.437500 Penalty: 2978.940430
	Iteration 3Q: 3 clusters Score -1035524 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1035670.375000 Penalty: 2978.940430
	Iteration 4Q: 3 clusters Score -1035670 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1035801.125000 Penalty: 2978.940430
	Iteration 5Q: 3 clusters Score -1035801 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1035974.625000 Penalty: 2978.940430
	Iteration 6Q: 3 clusters Score -1035975 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1036159.250000 Penalty: 2978.940430
	Iteration 7Q: 3 clusters Score -1036159 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1036340.750000 Penalty: 2978.940430
	Iteration 8Q: 3 clusters Score -1036341 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1036522.062500 Penalty: 2978.940430
	Iteration 9Q: 3 clusters Score -1036522 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1036699.500000 Penalty: 2978.940430
	Iteration 10Q: 3 clusters Score -1036700 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1036875.000000 Penalty: 2978.940430
	Iteration 11Q: 3 clusters Score -1036875 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1037064.062500 Penalty: 2978.940430
	Iteration 12Q: 3 clusters Score -1037064 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1037251.187500 Penalty: 2978.940430
	Iteration 13Q: 3 clusters Score -1037251 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1037446.625000 Penalty: 2978.940430
	Iteration 14Q: 3 clusters Score -1037447 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1037587.562500 Penalty: 2978.940430
	Iteration 15Q: 3 clusters Score -1037588 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1037662.000000 Penalty: 2978.940430
	Iteration 16Q: 3 clusters Score -1037662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1037703.625000 Penalty: 2978.940430
	Iteration 17Q: 3 clusters Score -1037704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1037739.937500 Penalty: 2978.940430
	Iteration 18Q: 3 clusters Score -1037740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1037775.750000 Penalty: 2978.940430
	Iteration 19Q: 3 clusters Score -1037776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1037805.062500 Penalty: 2978.940430
	Iteration 20F: 3 clusters Score -1037805 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1037840.875000 Penalty: 2978.940430
	Iteration 21Q: 3 clusters Score -1037841 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1037869.187500 Penalty: 2978.940430
	Iteration 22Q: 3 clusters Score -1037869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1037900.250000 Penalty: 2978.940430
	Iteration 23Q: 3 clusters Score -1037900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1037932.375000 Penalty: 2978.940430
	Iteration 24Q: 3 clusters Score -1037932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1037960.750000 Penalty: 2978.940430
	Iteration 25Q: 3 clusters Score -1037961 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1037987.125000 Penalty: 2978.940430
	Iteration 26Q: 3 clusters Score -1037987 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1038007.187500 Penalty: 2978.940430
	Iteration 27Q: 3 clusters Score -1038007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1038025.812500 Penalty: 2978.940430
	Iteration 28Q: 3 clusters Score -1038026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1038041.812500 Penalty: 2978.940430
	Iteration 29Q: 3 clusters Score -1038042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1038074.000000 Penalty: 2978.940430
	Iteration 30Q: 3 clusters Score -1038074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1038098.187500 Penalty: 2978.940430
	Iteration 31Q: 3 clusters Score -1038098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1038116.750000 Penalty: 2978.940430
	Iteration 32Q: 3 clusters Score -1038117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1038133.562500 Penalty: 2978.940430
	Iteration 33Q: 3 clusters Score -1038134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1038157.312500 Penalty: 2978.940430
	Iteration 34Q: 3 clusters Score -1038157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1038184.437500 Penalty: 2978.940430
	Iteration 35Q: 3 clusters Score -1038184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1038223.000000 Penalty: 2978.940430
	Iteration 36Q: 3 clusters Score -1038223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1038264.500000 Penalty: 2978.940430
	Iteration 37Q: 3 clusters Score -1038264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1038309.625000 Penalty: 2978.940430
	Iteration 38Q: 3 clusters Score -1038310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1038351.687500 Penalty: 2978.940430
	Iteration 39Q: 3 clusters Score -1038352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1038396.625000 Penalty: 2978.940430
	Iteration 40F: 3 clusters Score -1038397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1038441.500000 Penalty: 2978.940430
	Iteration 41Q: 3 clusters Score -1038442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1038485.250000 Penalty: 2978.940430
	Iteration 42Q: 3 clusters Score -1038485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1038510.750000 Penalty: 2978.940430
	Iteration 43Q: 3 clusters Score -1038511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1038537.062500 Penalty: 2978.940430
	Iteration 44Q: 3 clusters Score -1038537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1038550.250000 Penalty: 2978.940430
	Iteration 45Q: 3 clusters Score -1038550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1038564.062500 Penalty: 2978.940430
	Iteration 46Q: 3 clusters Score -1038564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1038573.125000 Penalty: 2978.940430
	Iteration 47Q: 3 clusters Score -1038573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1038590.437500 Penalty: 2978.940430
	Iteration 48Q: 3 clusters Score -1038590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1038607.187500 Penalty: 2978.940430
	Iteration 49Q: 3 clusters Score -1038607 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1038625.562500 Penalty: 2978.940430
	Iteration 50Q: 3 clusters Score -1038626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1038640.437500 Penalty: 2978.940430
	Iteration 51Q: 3 clusters Score -1038640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1038651.312500 Penalty: 2978.940430
	Iteration 52Q: 3 clusters Score -1038651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1038658.562500 Penalty: 2978.940430
	Iteration 53Q: 3 clusters Score -1038659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1038667.187500 Penalty: 2978.940430
	Iteration 54Q: 3 clusters Score -1038667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1038675.875000 Penalty: 2978.940430
	Iteration 55Q: 3 clusters Score -1038676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1038682.375000 Penalty: 2978.940430
	Iteration 56Q: 3 clusters Score -1038682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1038689.375000 Penalty: 2978.940430
	Iteration 57Q: 3 clusters Score -1038689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1038690.000000 Penalty: 2978.940430
	Iteration 58Q: 3 clusters Score -1038690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1038694.500000 Penalty: 2978.940430
	Iteration 59Q: 3 clusters Score -1038694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1038697.750000 Penalty: 2978.940430
	Iteration 60F: 3 clusters Score -1038698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1038699.062500 Penalty: 2978.940430
	Iteration 61Q: 3 clusters Score -1038699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1038699.125000 Penalty: 2978.940430
	Iteration 62Q: 3 clusters Score -1038699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1038699.500000 Penalty: 2978.940430
	Iteration 63Q: 3 clusters Score -1038700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1038699.437500 Penalty: 2978.940430
	Iteration 64Q: 3 clusters Score -1038699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1038700.187500 Penalty: 2978.940430
	Iteration 65Q: 3 clusters Score -1038700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1038700.187500 Penalty: 2978.940430
	Iteration 66F: 3 clusters Score -1038700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Entering Unmasked Estep 
Score: -2652111.250000 Penalty: 1649.209106
	Iteration 0F: 2 clusters Score -2652111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2634839.500000 Penalty: 3298.418213
	Iteration 0F: 3 clusters Score -2634840 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2641270.500000 Penalty: 3298.418213
	Iteration 1F: 3 clusters Score -2641270 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2641645.250000 Penalty: 3298.418213
	Iteration 2Q: 3 clusters Score -2641645 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2642014.750000 Penalty: 3298.418213
	Iteration 3Q: 3 clusters Score -2642015 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2642417.500000 Penalty: 3298.418213
	Iteration 4Q: 3 clusters Score -2642418 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2642889.500000 Penalty: 3298.418213
	Iteration 5Q: 3 clusters Score -2642890 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2643464.000000 Penalty: 3298.418213
	Iteration 6Q: 3 clusters Score -2643464 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2644070.500000 Penalty: 3298.418213
	Iteration 7Q: 3 clusters Score -2644070 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2644692.500000 Penalty: 3298.418213
	Iteration 8Q: 3 clusters Score -2644692 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2645318.250000 Penalty: 3298.418213
	Iteration 9Q: 3 clusters Score -2645318 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2645940.500000 Penalty: 3298.418213
	Iteration 10Q: 3 clusters Score -2645940 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2646515.500000 Penalty: 3298.418213
	Iteration 11Q: 3 clusters Score -2646516 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2647079.000000 Penalty: 3298.418213
	Iteration 12Q: 3 clusters Score -2647079 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2647571.500000 Penalty: 3298.418213
	Iteration 13Q: 3 clusters Score -2647572 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2648080.750000 Penalty: 3298.418213
	Iteration 14Q: 3 clusters Score -2648081 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2648542.750000 Penalty: 3298.418213
	Iteration 15Q: 3 clusters Score -2648543 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2649011.250000 Penalty: 3298.418213
	Iteration 16Q: 3 clusters Score -2649011 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2649373.750000 Penalty: 3298.418213
	Iteration 17Q: 3 clusters Score -2649374 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2649693.250000 Penalty: 3298.418213
	Iteration 18Q: 3 clusters Score -2649693 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2649933.500000 Penalty: 3298.418213
	Iteration 19Q: 3 clusters Score -2649934 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2650108.250000 Penalty: 3298.418213
	Iteration 20F: 3 clusters Score -2650108 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2650237.500000 Penalty: 3298.418213
	Iteration 21Q: 3 clusters Score -2650238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2650333.750000 Penalty: 3298.418213
	Iteration 22Q: 3 clusters Score -2650334 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2650410.500000 Penalty: 3298.418213
	Iteration 23Q: 3 clusters Score -2650410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2650479.750000 Penalty: 3298.418213
	Iteration 24Q: 3 clusters Score -2650480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2650531.000000 Penalty: 3298.418213
	Iteration 25Q: 3 clusters Score -2650531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2650583.250000 Penalty: 3298.418213
	Iteration 26Q: 3 clusters Score -2650583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2650623.000000 Penalty: 3298.418213
	Iteration 27Q: 3 clusters Score -2650623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2650661.750000 Penalty: 3298.418213
	Iteration 28Q: 3 clusters Score -2650662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2650690.500000 Penalty: 3298.418213
	Iteration 29Q: 3 clusters Score -2650690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2650714.000000 Penalty: 3298.418213
	Iteration 30Q: 3 clusters Score -2650714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2650737.250000 Penalty: 3298.418213
	Iteration 31Q: 3 clusters Score -2650737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2650749.500000 Penalty: 3298.418213
	Iteration 32Q: 3 clusters Score -2650750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2650754.750000 Penalty: 3298.418213
	Iteration 33Q: 3 clusters Score -2650755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2650763.250000 Penalty: 3298.418213
	Iteration 34Q: 3 clusters Score -2650763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2650772.750000 Penalty: 3298.418213
	Iteration 35Q: 3 clusters Score -2650773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2650777.750000 Penalty: 3298.418213
	Iteration 36Q: 3 clusters Score -2650778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2650781.250000 Penalty: 3298.418213
	Iteration 37Q: 3 clusters Score -2650781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2650784.500000 Penalty: 3298.418213
	Iteration 38Q: 3 clusters Score -2650784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2650790.500000 Penalty: 3298.418213
	Iteration 39Q: 3 clusters Score -2650790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2650798.750000 Penalty: 3298.418213
	Iteration 40F: 3 clusters Score -2650799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2650806.000000 Penalty: 3298.418213
	Iteration 41Q: 3 clusters Score -2650806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2650808.750000 Penalty: 3298.418213
	Iteration 42Q: 3 clusters Score -2650809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2650807.500000 Penalty: 3298.418213
	Iteration 43Q: 3 clusters Score -2650808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2650809.250000 Penalty: 3298.418213
	Iteration 44Q: 3 clusters Score -2650809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2650809.250000 Penalty: 3298.418213
	Iteration 45F: 3 clusters Score -2650809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -510135.906250 Penalty: 1372.146362
	Iteration 0F: 2 clusters Score -510135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -506359.281250 Penalty: 2744.292725
	Iteration 0F: 3 clusters Score -506359.3 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -507434.312500 Penalty: 2744.292725
	Iteration 1F: 3 clusters Score -507434.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -507643.218750 Penalty: 2744.292725
	Iteration 2F: 3 clusters Score -507643.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -507818.437500 Penalty: 2744.292725
	Iteration 3F: 3 clusters Score -507818.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -507958.156250 Penalty: 2744.292725
	Iteration 4F: 3 clusters Score -507958.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -508086.687500 Penalty: 2744.292725
	Iteration 5Q: 3 clusters Score -508086.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -508206.812500 Penalty: 2744.292725
	Iteration 6Q: 3 clusters Score -508206.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -508313.093750 Penalty: 2744.292725
	Iteration 7Q: 3 clusters Score -508313.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -508416.687500 Penalty: 2744.292725
	Iteration 8Q: 3 clusters Score -508416.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -508497.156250 Penalty: 2744.292725
	Iteration 9Q: 3 clusters Score -508497.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -508557.125000 Penalty: 2744.292725
	Iteration 10Q: 3 clusters Score -508557.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -508601.062500 Penalty: 2744.292725
	Iteration 11Q: 3 clusters Score -508601.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -508633.093750 Penalty: 2744.292725
	Iteration 12Q: 3 clusters Score -508633.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -508653.000000 Penalty: 2744.292725
	Iteration 13Q: 3 clusters Score -508653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -508670.125000 Penalty: 2744.292725
	Iteration 14Q: 3 clusters Score -508670.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -508682.906250 Penalty: 2744.292725
	Iteration 15Q: 3 clusters Score -508682.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -508694.468750 Penalty: 2744.292725
	Iteration 16Q: 3 clusters Score -508694.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -508702.562500 Penalty: 2744.292725
	Iteration 17Q: 3 clusters Score -508702.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -508713.375000 Penalty: 2744.292725
	Iteration 18Q: 3 clusters Score -508713.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -508720.687500 Penalty: 2744.292725
	Iteration 19Q: 3 clusters Score -508720.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -508725.937500 Penalty: 2744.292725
	Iteration 20F: 3 clusters Score -508725.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -508731.468750 Penalty: 2744.292725
	Iteration 21Q: 3 clusters Score -508731.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -508734.031250 Penalty: 2744.292725
	Iteration 22Q: 3 clusters Score -508734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -508737.531250 Penalty: 2744.292725
	Iteration 23Q: 3 clusters Score -508737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -508740.781250 Penalty: 2744.292725
	Iteration 24Q: 3 clusters Score -508740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -508740.468750 Penalty: 2744.292725
	Iteration 25Q: 3 clusters Score -508740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -508742.843750 Penalty: 2744.292725
	Iteration 26Q: 3 clusters Score -508742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -508745.250000 Penalty: 2744.292725
	Iteration 27Q: 3 clusters Score -508745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -508748.281250 Penalty: 2744.292725
	Iteration 28Q: 3 clusters Score -508748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -508750.218750 Penalty: 2744.292725
	Iteration 29Q: 3 clusters Score -508750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -508753.750000 Penalty: 2744.292725
	Iteration 30Q: 3 clusters Score -508753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -508755.812500 Penalty: 2744.292725
	Iteration 31Q: 3 clusters Score -508755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -508758.031250 Penalty: 2744.292725
	Iteration 32Q: 3 clusters Score -508758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -508760.781250 Penalty: 2744.292725
	Iteration 33Q: 3 clusters Score -508760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -508763.468750 Penalty: 2744.292725
	Iteration 34Q: 3 clusters Score -508763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -508762.937500 Penalty: 2744.292725
	Iteration 35Q: 3 clusters Score -508762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -508762.937500 Penalty: 2744.292725
	Iteration 36F: 3 clusters Score -508762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -204838.390625 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -204838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -202812.343750 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -202812.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -203210.250000 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -203210.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -203323.859375 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -203323.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203392.046875 Penalty: 2452.423340
	Iteration 3Q: 3 clusters Score -203392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -203441.234375 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -203441.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -203483.140625 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -203483.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -203501.656250 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -203501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -203514.703125 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -203514.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -203521.546875 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -203521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -203526.343750 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -203526.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -203530.000000 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -203530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -203533.109375 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -203533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203537.078125 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -203537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -203540.468750 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -203540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -203541.968750 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -203542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -203542.093750 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -203542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -203543.875000 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -203543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -203544.593750 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -203544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -203544.921875 Penalty: 2452.423340
	Iteration 18Q: 3 clusters Score -203544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -203545.437500 Penalty: 2452.423340
	Iteration 19Q: 3 clusters Score -203545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -203546.125000 Penalty: 2452.423340
	Iteration 20F: 3 clusters Score -203546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -203546.500000 Penalty: 2452.423340
	Iteration 21Q: 3 clusters Score -203546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -203546.500000 Penalty: 2452.423340
	Iteration 22F: 3 clusters Score -203546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -932720.812500 Penalty: 1482.582397
	Iteration 0F: 2 clusters Score -932720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -926138.062500 Penalty: 2965.164795
	Iteration 0F: 3 clusters Score -926138.1 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -928301.000000 Penalty: 2965.164795
	Iteration 1F: 3 clusters Score -928301 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -928793.437500 Penalty: 2965.164795
	Iteration 2F: 3 clusters Score -928793.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -929393.562500 Penalty: 2965.164795
	Iteration 3F: 3 clusters Score -929393.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -930059.687500 Penalty: 2965.164795
	Iteration 4F: 3 clusters Score -930059.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -930748.062500 Penalty: 2965.164795
	Iteration 5F: 3 clusters Score -930748.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -931217.187500 Penalty: 2965.164795
	Iteration 6F: 3 clusters Score -931217.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -931484.937500 Penalty: 2965.164795
	Iteration 7Q: 3 clusters Score -931484.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -931672.687500 Penalty: 2965.164795
	Iteration 8Q: 3 clusters Score -931672.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -931793.750000 Penalty: 2965.164795
	Iteration 9Q: 3 clusters Score -931793.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -931898.312500 Penalty: 2965.164795
	Iteration 10Q: 3 clusters Score -931898.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -931994.875000 Penalty: 2965.164795
	Iteration 11Q: 3 clusters Score -931994.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -932087.125000 Penalty: 2965.164795
	Iteration 12Q: 3 clusters Score -932087.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -932157.562500 Penalty: 2965.164795
	Iteration 13Q: 3 clusters Score -932157.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -932234.000000 Penalty: 2965.164795
	Iteration 14Q: 3 clusters Score -932234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -932293.125000 Penalty: 2965.164795
	Iteration 15Q: 3 clusters Score -932293.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -932350.437500 Penalty: 2965.164795
	Iteration 16Q: 3 clusters Score -932350.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -932413.187500 Penalty: 2965.164795
	Iteration 17Q: 3 clusters Score -932413.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -932472.875000 Penalty: 2965.164795
	Iteration 18Q: 3 clusters Score -932472.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -932507.875000 Penalty: 2965.164795
	Iteration 19Q: 3 clusters Score -932507.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -932528.125000 Penalty: 2965.164795
	Iteration 20F: 3 clusters Score -932528.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -932543.062500 Penalty: 2965.164795
	Iteration 21Q: 3 clusters Score -932543.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -932555.062500 Penalty: 2965.164795
	Iteration 22Q: 3 clusters Score -932555.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -932565.062500 Penalty: 2965.164795
	Iteration 23Q: 3 clusters Score -932565.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -932573.125000 Penalty: 2965.164795
	Iteration 24Q: 3 clusters Score -932573.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -932575.687500 Penalty: 2965.164795
	Iteration 25Q: 3 clusters Score -932575.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -932582.437500 Penalty: 2965.164795
	Iteration 26Q: 3 clusters Score -932582.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -932584.812500 Penalty: 2965.164795
	Iteration 27Q: 3 clusters Score -932584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -932588.062500 Penalty: 2965.164795
	Iteration 28Q: 3 clusters Score -932588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -932590.187500 Penalty: 2965.164795
	Iteration 29Q: 3 clusters Score -932590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -932594.625000 Penalty: 2965.164795
	Iteration 30Q: 3 clusters Score -932594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -932593.312500 Penalty: 2965.164795
	Iteration 31Q: 3 clusters Score -932593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -932598.187500 Penalty: 2965.164795
	Iteration 32Q: 3 clusters Score -932598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -932601.500000 Penalty: 2965.164795
	Iteration 33Q: 3 clusters Score -932601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -932601.687500 Penalty: 2965.164795
	Iteration 34Q: 3 clusters Score -932601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -932601.687500 Penalty: 2965.164795
	Iteration 35F: 3 clusters Score -932601.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -141786.078125 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -141786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140037.687500 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -140037.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140375.250000 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -140375.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140462.484375 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -140462.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140510.296875 Penalty: 2372.434082
	Iteration 3Q: 3 clusters Score -140510.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140538.781250 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -140538.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140560.718750 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -140560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140583.312500 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -140583.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140596.812500 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -140596.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140605.421875 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -140605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140615.015625 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -140615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140619.765625 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -140619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140625.437500 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -140625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140628.250000 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -140628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -140629.750000 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -140629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140632.968750 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -140633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -140634.328125 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -140634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -140635.453125 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -140635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140637.265625 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -140637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -140639.062500 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -140639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140643.968750 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -140644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140649.687500 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -140649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140654.828125 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -140654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140659.703125 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -140659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140661.421875 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -140661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -140665.343750 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -140665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140666.578125 Penalty: 2372.434082
	Iteration 25Q: 3 clusters Score -140666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140667.984375 Penalty: 2372.434082
	Iteration 26Q: 3 clusters Score -140668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140668.140625 Penalty: 2372.434082
	Iteration 27Q: 3 clusters Score -140668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140668.140625 Penalty: 2372.434082
	Iteration 28F: 3 clusters Score -140668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Entering Unmasked Estep 
Score: -5449336.500000 Penalty: 1766.365112
	Iteration 0F: 2 clusters Score -5449336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5414263.000000 Penalty: 3532.730225
	Iteration 0F: 3 clusters Score -5414263 nChanged 24667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5428577.500000 Penalty: 3532.730225
	Iteration 1F: 3 clusters Score -5428578 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -5429503.000000 Penalty: 3532.730225
	Iteration 2Q: 3 clusters Score -5429503 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -5430799.500000 Penalty: 3532.730225
	Iteration 3F: 3 clusters Score -5430800 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -5432652.000000 Penalty: 3532.730225
	Iteration 4F: 3 clusters Score -5432652 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5435359.500000 Penalty: 3532.730225
	Iteration 5F: 3 clusters Score -5435360 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5438666.500000 Penalty: 3532.730225
	Iteration 6F: 3 clusters Score -5438666 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5442163.500000 Penalty: 3532.730225
	Iteration 7F: 3 clusters Score -5442164 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -5444883.500000 Penalty: 3532.730225
	Iteration 8F: 3 clusters Score -5444884 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -5446388.500000 Penalty: 3532.730225
	Iteration 9Q: 3 clusters Score -5446388 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -5447181.000000 Penalty: 3532.730225
	Iteration 10Q: 3 clusters Score -5447181 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -5447515.000000 Penalty: 3532.730225
	Iteration 11Q: 3 clusters Score -5447515 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -5447637.000000 Penalty: 3532.730225
	Iteration 12Q: 3 clusters Score -5447637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -5447707.500000 Penalty: 3532.730225
	Iteration 13Q: 3 clusters Score -5447708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -5447742.000000 Penalty: 3532.730225
	Iteration 14Q: 3 clusters Score -5447742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -5447763.000000 Penalty: 3532.730225
	Iteration 15Q: 3 clusters Score -5447763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -5447774.000000 Penalty: 3532.730225
	Iteration 16Q: 3 clusters Score -5447774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -5447776.000000 Penalty: 3532.730225
	Iteration 17Q: 3 clusters Score -5447776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -5447777.500000 Penalty: 3532.730225
	Iteration 18Q: 3 clusters Score -5447778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -5447774.000000 Penalty: 3532.730225
	Iteration 19Q: 3 clusters Score -5447774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -5447775.000000 Penalty: 3532.730225
	Iteration 20F: 3 clusters Score -5447775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -792720.562500 Penalty: 1455.407104
	Iteration 0F: 2 clusters Score -792720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -786952.812500 Penalty: 2910.814209
	Iteration 0F: 3 clusters Score -786952.8 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -788809.750000 Penalty: 2910.814209
	Iteration 1F: 3 clusters Score -788809.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -789132.000000 Penalty: 2910.814209
	Iteration 2F: 3 clusters Score -789132 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -789443.312500 Penalty: 2910.814209
	Iteration 3F: 3 clusters Score -789443.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -789764.000000 Penalty: 2910.814209
	Iteration 4F: 3 clusters Score -789764 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -790049.062500 Penalty: 2910.814209
	Iteration 5F: 3 clusters Score -790049.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -790326.000000 Penalty: 2910.814209
	Iteration 6F: 3 clusters Score -790326 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -790597.250000 Penalty: 2910.814209
	Iteration 7Q: 3 clusters Score -790597.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -790862.312500 Penalty: 2910.814209
	Iteration 8Q: 3 clusters Score -790862.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -791048.000000 Penalty: 2910.814209
	Iteration 9Q: 3 clusters Score -791048 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -791207.375000 Penalty: 2910.814209
	Iteration 10Q: 3 clusters Score -791207.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -791317.000000 Penalty: 2910.814209
	Iteration 11Q: 3 clusters Score -791317 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -791421.437500 Penalty: 2910.814209
	Iteration 12Q: 3 clusters Score -791421.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -791500.625000 Penalty: 2910.814209
	Iteration 13Q: 3 clusters Score -791500.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -791568.062500 Penalty: 2910.814209
	Iteration 14Q: 3 clusters Score -791568.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -791615.500000 Penalty: 2910.814209
	Iteration 15Q: 3 clusters Score -791615.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -791651.375000 Penalty: 2910.814209
	Iteration 16Q: 3 clusters Score -791651.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -791682.812500 Penalty: 2910.814209
	Iteration 17Q: 3 clusters Score -791682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -791712.750000 Penalty: 2910.814209
	Iteration 18Q: 3 clusters Score -791712.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -791733.062500 Penalty: 2910.814209
	Iteration 19Q: 3 clusters Score -791733.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -791750.062500 Penalty: 2910.814209
	Iteration 20F: 3 clusters Score -791750.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -791770.500000 Penalty: 2910.814209
	Iteration 21Q: 3 clusters Score -791770.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -791786.375000 Penalty: 2910.814209
	Iteration 22Q: 3 clusters Score -791786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -791794.312500 Penalty: 2910.814209
	Iteration 23Q: 3 clusters Score -791794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -791799.437500 Penalty: 2910.814209
	Iteration 24Q: 3 clusters Score -791799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -791803.875000 Penalty: 2910.814209
	Iteration 25Q: 3 clusters Score -791803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -791806.875000 Penalty: 2910.814209
	Iteration 26Q: 3 clusters Score -791806.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -791811.687500 Penalty: 2910.814209
	Iteration 27Q: 3 clusters Score -791811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -791815.562500 Penalty: 2910.814209
	Iteration 28Q: 3 clusters Score -791815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -791817.875000 Penalty: 2910.814209
	Iteration 29Q: 3 clusters Score -791817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -791820.750000 Penalty: 2910.814209
	Iteration 30Q: 3 clusters Score -791820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -791824.812500 Penalty: 2910.814209
	Iteration 31Q: 3 clusters Score -791824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -791828.000000 Penalty: 2910.814209
	Iteration 32Q: 3 clusters Score -791828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -791830.812500 Penalty: 2910.814209
	Iteration 33Q: 3 clusters Score -791830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -791833.562500 Penalty: 2910.814209
	Iteration 34Q: 3 clusters Score -791833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -791840.500000 Penalty: 2910.814209
	Iteration 35Q: 3 clusters Score -791840.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -791847.687500 Penalty: 2910.814209
	Iteration 36Q: 3 clusters Score -791847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -791855.187500 Penalty: 2910.814209
	Iteration 37Q: 3 clusters Score -791855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -791861.000000 Penalty: 2910.814209
	Iteration 38Q: 3 clusters Score -791861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -791868.812500 Penalty: 2910.814209
	Iteration 39Q: 3 clusters Score -791868.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -791874.750000 Penalty: 2910.814209
	Iteration 40F: 3 clusters Score -791874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -791882.375000 Penalty: 2910.814209
	Iteration 41Q: 3 clusters Score -791882.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -791897.750000 Penalty: 2910.814209
	Iteration 42Q: 3 clusters Score -791897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -791917.000000 Penalty: 2910.814209
	Iteration 43Q: 3 clusters Score -791917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -791931.562500 Penalty: 2910.814209
	Iteration 44Q: 3 clusters Score -791931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -791937.625000 Penalty: 2910.814209
	Iteration 45Q: 3 clusters Score -791937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -791943.750000 Penalty: 2910.814209
	Iteration 46Q: 3 clusters Score -791943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -791945.437500 Penalty: 2910.814209
	Iteration 47Q: 3 clusters Score -791945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -791947.687500 Penalty: 2910.814209
	Iteration 48Q: 3 clusters Score -791947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -791949.250000 Penalty: 2910.814209
	Iteration 49Q: 3 clusters Score -791949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -791950.187500 Penalty: 2910.814209
	Iteration 50Q: 3 clusters Score -791950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -791952.437500 Penalty: 2910.814209
	Iteration 51Q: 3 clusters Score -791952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -791952.437500 Penalty: 2910.814209
	Iteration 52F: 3 clusters Score -791952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (89316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Entering Unmasked Estep 
Score: -9714755.000000 Penalty: 1852.489502
	Iteration 0F: 2 clusters Score -9714755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -9655103.000000 Penalty: 3704.979004
	Iteration 0F: 3 clusters Score -9655103 nChanged 42607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -9679351.000000 Penalty: 3704.979004
	Iteration 1F: 3 clusters Score -9679351 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -9679915.000000 Penalty: 3704.979004
	Iteration 2Q: 3 clusters Score -9679915 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -9680642.000000 Penalty: 3704.979004
	Iteration 3Q: 3 clusters Score -9680642 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -9681834.000000 Penalty: 3704.979004
	Iteration 4Q: 3 clusters Score -9681834 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -9683689.000000 Penalty: 3704.979004
	Iteration 5Q: 3 clusters Score -9683689 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -9686756.000000 Penalty: 3704.979004
	Iteration 6F: 3 clusters Score -9686756 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -9691773.000000 Penalty: 3704.979004
	Iteration 7F: 3 clusters Score -9691773 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -9698513.000000 Penalty: 3704.979004
	Iteration 8F: 3 clusters Score -9698513 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -9705226.000000 Penalty: 3704.979004
	Iteration 9F: 3 clusters Score -9705226 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -9709889.000000 Penalty: 3704.979004
	Iteration 10F: 3 clusters Score -9709889 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -9711809.000000 Penalty: 3704.979004
	Iteration 11Q: 3 clusters Score -9711809 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -9712550.000000 Penalty: 3704.979004
	Iteration 12Q: 3 clusters Score -9712550 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -9712814.000000 Penalty: 3704.979004
	Iteration 13Q: 3 clusters Score -9712814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -9712928.000000 Penalty: 3704.979004
	Iteration 14Q: 3 clusters Score -9712928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -9712976.000000 Penalty: 3704.979004
	Iteration 15Q: 3 clusters Score -9712976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -9713004.000000 Penalty: 3704.979004
	Iteration 16Q: 3 clusters Score -9713004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -9713019.000000 Penalty: 3704.979004
	Iteration 17Q: 3 clusters Score -9713019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -9713043.000000 Penalty: 3704.979004
	Iteration 18Q: 3 clusters Score -9713043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -9713044.000000 Penalty: 3704.979004
	Iteration 19Q: 3 clusters Score -9713044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -9713050.000000 Penalty: 3704.979004
	Iteration 20F: 3 clusters Score -9713050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -9713055.000000 Penalty: 3704.979004
	Iteration 21Q: 3 clusters Score -9713055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -9713055.000000 Penalty: 3704.979004
	Iteration 22F: 3 clusters Score -9713055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1410360.625000 Penalty: 1548.971802
	Iteration 0F: 2 clusters Score -1410361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1400761.000000 Penalty: 3097.943604
	Iteration 0F: 3 clusters Score -1400761 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1404001.250000 Penalty: 3097.943604
	Iteration 1F: 3 clusters Score -1404001 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1404307.875000 Penalty: 3097.943604
	Iteration 2F: 3 clusters Score -1404308 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1404591.750000 Penalty: 3097.943604
	Iteration 3F: 3 clusters Score -1404592 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1404859.625000 Penalty: 3097.943604
	Iteration 4Q: 3 clusters Score -1404860 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1405199.000000 Penalty: 3097.943604
	Iteration 5Q: 3 clusters Score -1405199 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1405660.250000 Penalty: 3097.943604
	Iteration 6F: 3 clusters Score -1405660 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1406275.625000 Penalty: 3097.943604
	Iteration 7F: 3 clusters Score -1406276 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1406894.500000 Penalty: 3097.943604
	Iteration 8F: 3 clusters Score -1406894 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1407521.000000 Penalty: 3097.943604
	Iteration 9F: 3 clusters Score -1407521 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1408073.375000 Penalty: 3097.943604
	Iteration 10F: 3 clusters Score -1408073 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1408490.250000 Penalty: 3097.943604
	Iteration 11Q: 3 clusters Score -1408490 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1408781.375000 Penalty: 3097.943604
	Iteration 12Q: 3 clusters Score -1408781 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1408970.750000 Penalty: 3097.943604
	Iteration 13Q: 3 clusters Score -1408971 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1409084.375000 Penalty: 3097.943604
	Iteration 14Q: 3 clusters Score -1409084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1409139.125000 Penalty: 3097.943604
	Iteration 15Q: 3 clusters Score -1409139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1409160.000000 Penalty: 3097.943604
	Iteration 16Q: 3 clusters Score -1409160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1409179.375000 Penalty: 3097.943604
	Iteration 17Q: 3 clusters Score -1409179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1409205.625000 Penalty: 3097.943604
	Iteration 18Q: 3 clusters Score -1409206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1409224.625000 Penalty: 3097.943604
	Iteration 19Q: 3 clusters Score -1409225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1409237.000000 Penalty: 3097.943604
	Iteration 20F: 3 clusters Score -1409237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1409240.500000 Penalty: 3097.943604
	Iteration 21Q: 3 clusters Score -1409240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1409246.000000 Penalty: 3097.943604
	Iteration 22Q: 3 clusters Score -1409246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1409246.625000 Penalty: 3097.943604
	Iteration 23Q: 3 clusters Score -1409247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1409250.625000 Penalty: 3097.943604
	Iteration 24Q: 3 clusters Score -1409251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1409255.375000 Penalty: 3097.943604
	Iteration 25Q: 3 clusters Score -1409255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1409255.750000 Penalty: 3097.943604
	Iteration 26Q: 3 clusters Score -1409256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1409258.750000 Penalty: 3097.943604
	Iteration 27Q: 3 clusters Score -1409259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1409261.125000 Penalty: 3097.943604
	Iteration 28Q: 3 clusters Score -1409261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1409262.625000 Penalty: 3097.943604
	Iteration 29Q: 3 clusters Score -1409263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1409265.375000 Penalty: 3097.943604
	Iteration 30Q: 3 clusters Score -1409265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1409265.375000 Penalty: 3097.943604
	Iteration 31F: 3 clusters Score -1409265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -264542.656250 Penalty: 1273.345947
	Iteration 0F: 2 clusters Score -264542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -262115.437500 Penalty: 2546.691895
	Iteration 0F: 3 clusters Score -262115.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -262734.093750 Penalty: 2546.691895
	Iteration 1F: 3 clusters Score -262734.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -262849.093750 Penalty: 2546.691895
	Iteration 2F: 3 clusters Score -262849.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -262926.906250 Penalty: 2546.691895
	Iteration 3Q: 3 clusters Score -262926.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -262984.687500 Penalty: 2546.691895
	Iteration 4Q: 3 clusters Score -262984.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -263034.500000 Penalty: 2546.691895
	Iteration 5Q: 3 clusters Score -263034.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -263079.000000 Penalty: 2546.691895
	Iteration 6Q: 3 clusters Score -263079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -263115.437500 Penalty: 2546.691895
	Iteration 7Q: 3 clusters Score -263115.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -263151.937500 Penalty: 2546.691895
	Iteration 8Q: 3 clusters Score -263151.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -263187.875000 Penalty: 2546.691895
	Iteration 9Q: 3 clusters Score -263187.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -263220.343750 Penalty: 2546.691895
	Iteration 10Q: 3 clusters Score -263220.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -263247.125000 Penalty: 2546.691895
	Iteration 11Q: 3 clusters Score -263247.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -263268.312500 Penalty: 2546.691895
	Iteration 12Q: 3 clusters Score -263268.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -263292.531250 Penalty: 2546.691895
	Iteration 13Q: 3 clusters Score -263292.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -263313.718750 Penalty: 2546.691895
	Iteration 14Q: 3 clusters Score -263313.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -263327.968750 Penalty: 2546.691895
	Iteration 15Q: 3 clusters Score -263328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263341.718750 Penalty: 2546.691895
	Iteration 16Q: 3 clusters Score -263341.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263353.312500 Penalty: 2546.691895
	Iteration 17Q: 3 clusters Score -263353.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263363.625000 Penalty: 2546.691895
	Iteration 18Q: 3 clusters Score -263363.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -263367.718750 Penalty: 2546.691895
	Iteration 19Q: 3 clusters Score -263367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -263372.968750 Penalty: 2546.691895
	Iteration 20F: 3 clusters Score -263373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -263377.250000 Penalty: 2546.691895
	Iteration 21Q: 3 clusters Score -263377.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -263382.406250 Penalty: 2546.691895
	Iteration 22Q: 3 clusters Score -263382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263388.218750 Penalty: 2546.691895
	Iteration 23Q: 3 clusters Score -263388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263392.000000 Penalty: 2546.691895
	Iteration 24Q: 3 clusters Score -263392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263393.000000 Penalty: 2546.691895
	Iteration 25Q: 3 clusters Score -263393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263395.500000 Penalty: 2546.691895
	Iteration 26Q: 3 clusters Score -263395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263396.625000 Penalty: 2546.691895
	Iteration 27Q: 3 clusters Score -263396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263397.156250 Penalty: 2546.691895
	Iteration 28Q: 3 clusters Score -263397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263397.187500 Penalty: 2546.691895
	Iteration 29Q: 3 clusters Score -263397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263397.437500 Penalty: 2546.691895
	Iteration 30Q: 3 clusters Score -263397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -263397.593750 Penalty: 2546.691895
	Iteration 31Q: 3 clusters Score -263397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -263397.906250 Penalty: 2546.691895
	Iteration 32Q: 3 clusters Score -263397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -263397.906250 Penalty: 2546.691895
	Iteration 33F: 3 clusters Score -263397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -10606.920898 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -10606.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9967.271484 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -9967.271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10060.227539 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -10060.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10080.380859 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -10080.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10080.380859 Penalty: 1663.348022
	Iteration 3F: 3 clusters Score -10080.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -692824.312500 Penalty: 1429.626221
	Iteration 0F: 2 clusters Score -692824.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -687913.000000 Penalty: 2859.252441
	Iteration 0F: 3 clusters Score -687913 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -689364.937500 Penalty: 2859.252441
	Iteration 1F: 3 clusters Score -689364.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -689619.812500 Penalty: 2859.252441
	Iteration 2F: 3 clusters Score -689619.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -689819.687500 Penalty: 2859.252441
	Iteration 3F: 3 clusters Score -689819.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -690067.562500 Penalty: 2859.252441
	Iteration 4F: 3 clusters Score -690067.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -690294.312500 Penalty: 2859.252441
	Iteration 5F: 3 clusters Score -690294.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -690521.375000 Penalty: 2859.252441
	Iteration 6F: 3 clusters Score -690521.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -690725.000000 Penalty: 2859.252441
	Iteration 7Q: 3 clusters Score -690725 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -690893.250000 Penalty: 2859.252441
	Iteration 8Q: 3 clusters Score -690893.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -691045.500000 Penalty: 2859.252441
	Iteration 9Q: 3 clusters Score -691045.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -691186.812500 Penalty: 2859.252441
	Iteration 10Q: 3 clusters Score -691186.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -691336.812500 Penalty: 2859.252441
	Iteration 11Q: 3 clusters Score -691336.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -691464.750000 Penalty: 2859.252441
	Iteration 12Q: 3 clusters Score -691464.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -691573.375000 Penalty: 2859.252441
	Iteration 13Q: 3 clusters Score -691573.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -691634.875000 Penalty: 2859.252441
	Iteration 14Q: 3 clusters Score -691634.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -691677.687500 Penalty: 2859.252441
	Iteration 15Q: 3 clusters Score -691677.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -691702.250000 Penalty: 2859.252441
	Iteration 16Q: 3 clusters Score -691702.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -691722.000000 Penalty: 2859.252441
	Iteration 17Q: 3 clusters Score -691722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -691738.125000 Penalty: 2859.252441
	Iteration 18Q: 3 clusters Score -691738.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -691746.437500 Penalty: 2859.252441
	Iteration 19Q: 3 clusters Score -691746.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -691756.375000 Penalty: 2859.252441
	Iteration 20F: 3 clusters Score -691756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -691763.812500 Penalty: 2859.252441
	Iteration 21Q: 3 clusters Score -691763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -691765.875000 Penalty: 2859.252441
	Iteration 22Q: 3 clusters Score -691765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -691769.125000 Penalty: 2859.252441
	Iteration 23Q: 3 clusters Score -691769.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -691776.250000 Penalty: 2859.252441
	Iteration 24Q: 3 clusters Score -691776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -691776.875000 Penalty: 2859.252441
	Iteration 25Q: 3 clusters Score -691776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -691779.562500 Penalty: 2859.252441
	Iteration 26Q: 3 clusters Score -691779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -691785.875000 Penalty: 2859.252441
	Iteration 27Q: 3 clusters Score -691785.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -691789.562500 Penalty: 2859.252441
	Iteration 28Q: 3 clusters Score -691789.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -691792.437500 Penalty: 2859.252441
	Iteration 29Q: 3 clusters Score -691792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -691795.250000 Penalty: 2859.252441
	Iteration 30Q: 3 clusters Score -691795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -691796.000000 Penalty: 2859.252441
	Iteration 31Q: 3 clusters Score -691796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -691794.812500 Penalty: 2859.252441
	Iteration 32Q: 3 clusters Score -691794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -691794.812500 Penalty: 2859.252441
	Iteration 33F: 3 clusters Score -691794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -132590.890625 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -132590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -130938.640625 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -130938.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -131250.500000 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -131250.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131377.578125 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -131377.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131453.640625 Penalty: 2320.904541
	Iteration 3F: 3 clusters Score -131453.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -131508.218750 Penalty: 2320.904541
	Iteration 4Q: 3 clusters Score -131508.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131554.468750 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -131554.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131582.109375 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -131582.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131602.265625 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -131602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131625.703125 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -131625.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131653.390625 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -131653.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131673.375000 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -131673.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131682.546875 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -131682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131686.671875 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -131686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131693.281250 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -131693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131697.281250 Penalty: 2320.904541
	Iteration 14Q: 3 clusters Score -131697.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131702.046875 Penalty: 2320.904541
	Iteration 15Q: 3 clusters Score -131702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131708.968750 Penalty: 2320.904541
	Iteration 16Q: 3 clusters Score -131709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131712.171875 Penalty: 2320.904541
	Iteration 17Q: 3 clusters Score -131712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131713.718750 Penalty: 2320.904541
	Iteration 18Q: 3 clusters Score -131713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131714.796875 Penalty: 2320.904541
	Iteration 19Q: 3 clusters Score -131714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131714.796875 Penalty: 2320.904541
	Iteration 20F: 3 clusters Score -131714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Entering Unmasked Estep 
Score: -1006700.312500 Penalty: 1501.798950
	Iteration 0F: 2 clusters Score -1006700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -999319.625000 Penalty: 3003.597900
	Iteration 0F: 3 clusters Score -999319.6 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1002141.750000 Penalty: 3003.597900
	Iteration 1F: 3 clusters Score -1002142 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1002800.187500 Penalty: 3003.597900
	Iteration 2F: 3 clusters Score -1002800 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1003387.187500 Penalty: 3003.597900
	Iteration 3F: 3 clusters Score -1003387 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1003916.312500 Penalty: 3003.597900
	Iteration 4F: 3 clusters Score -1003916 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1004291.250000 Penalty: 3003.597900
	Iteration 5F: 3 clusters Score -1004291 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1004543.375000 Penalty: 3003.597900
	Iteration 6Q: 3 clusters Score -1004543 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1004755.250000 Penalty: 3003.597900
	Iteration 7Q: 3 clusters Score -1004755 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1004945.750000 Penalty: 3003.597900
	Iteration 8Q: 3 clusters Score -1004946 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1005133.875000 Penalty: 3003.597900
	Iteration 9Q: 3 clusters Score -1005134 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1005327.937500 Penalty: 3003.597900
	Iteration 10Q: 3 clusters Score -1005328 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1005533.187500 Penalty: 3003.597900
	Iteration 11Q: 3 clusters Score -1005533 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1005711.375000 Penalty: 3003.597900
	Iteration 12Q: 3 clusters Score -1005711 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1005864.687500 Penalty: 3003.597900
	Iteration 13Q: 3 clusters Score -1005865 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1005972.437500 Penalty: 3003.597900
	Iteration 14Q: 3 clusters Score -1005972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1006044.687500 Penalty: 3003.597900
	Iteration 15Q: 3 clusters Score -1006045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1006105.250000 Penalty: 3003.597900
	Iteration 16Q: 3 clusters Score -1006105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1006158.125000 Penalty: 3003.597900
	Iteration 17Q: 3 clusters Score -1006158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1006197.562500 Penalty: 3003.597900
	Iteration 18Q: 3 clusters Score -1006198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1006233.062500 Penalty: 3003.597900
	Iteration 19Q: 3 clusters Score -1006233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1006249.812500 Penalty: 3003.597900
	Iteration 20F: 3 clusters Score -1006250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1006259.125000 Penalty: 3003.597900
	Iteration 21Q: 3 clusters Score -1006259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1006269.375000 Penalty: 3003.597900
	Iteration 22Q: 3 clusters Score -1006269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1006275.312500 Penalty: 3003.597900
	Iteration 23Q: 3 clusters Score -1006275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1006278.812500 Penalty: 3003.597900
	Iteration 24Q: 3 clusters Score -1006279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1006285.125000 Penalty: 3003.597900
	Iteration 25Q: 3 clusters Score -1006285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1006284.687500 Penalty: 3003.597900
	Iteration 26Q: 3 clusters Score -1006285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1006285.187500 Penalty: 3003.597900
	Iteration 27Q: 3 clusters Score -1006285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1006287.437500 Penalty: 3003.597900
	Iteration 28Q: 3 clusters Score -1006287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1006291.625000 Penalty: 3003.597900
	Iteration 29Q: 3 clusters Score -1006292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1006291.687500 Penalty: 3003.597900
	Iteration 30Q: 3 clusters Score -1006292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1006291.687500 Penalty: 3003.597900
	Iteration 31F: 3 clusters Score -1006292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -1008391.062500 Penalty: 1483.042480
	Iteration 0F: 2 clusters Score -1008391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1001712.625000 Penalty: 2966.084961
	Iteration 0F: 3 clusters Score -1001713 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1003867.625000 Penalty: 2966.084961
	Iteration 1F: 3 clusters Score -1003868 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1004130.687500 Penalty: 2966.084961
	Iteration 2F: 3 clusters Score -1004131 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1004362.375000 Penalty: 2966.084961
	Iteration 3F: 3 clusters Score -1004362 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1004580.250000 Penalty: 2966.084961
	Iteration 4Q: 3 clusters Score -1004580 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1004794.187500 Penalty: 2966.084961
	Iteration 5Q: 3 clusters Score -1004794 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1005005.187500 Penalty: 2966.084961
	Iteration 6Q: 3 clusters Score -1005005 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1005227.375000 Penalty: 2966.084961
	Iteration 7Q: 3 clusters Score -1005227 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1005450.125000 Penalty: 2966.084961
	Iteration 8Q: 3 clusters Score -1005450 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1005646.812500 Penalty: 2966.084961
	Iteration 9Q: 3 clusters Score -1005647 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1005790.937500 Penalty: 2966.084961
	Iteration 10Q: 3 clusters Score -1005791 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1005874.375000 Penalty: 2966.084961
	Iteration 11Q: 3 clusters Score -1005874 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1005934.812500 Penalty: 2966.084961
	Iteration 12Q: 3 clusters Score -1005935 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1005970.000000 Penalty: 2966.084961
	Iteration 13Q: 3 clusters Score -1005970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1005990.625000 Penalty: 2966.084961
	Iteration 14Q: 3 clusters Score -1005991 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1006010.562500 Penalty: 2966.084961
	Iteration 15Q: 3 clusters Score -1006011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1006025.062500 Penalty: 2966.084961
	Iteration 16Q: 3 clusters Score -1006025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1006040.500000 Penalty: 2966.084961
	Iteration 17Q: 3 clusters Score -1006040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1006051.312500 Penalty: 2966.084961
	Iteration 18Q: 3 clusters Score -1006051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1006056.625000 Penalty: 2966.084961
	Iteration 19Q: 3 clusters Score -1006057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1006060.750000 Penalty: 2966.084961
	Iteration 20F: 3 clusters Score -1006061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1006068.125000 Penalty: 2966.084961
	Iteration 21Q: 3 clusters Score -1006068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1006076.937500 Penalty: 2966.084961
	Iteration 22Q: 3 clusters Score -1006077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1006082.250000 Penalty: 2966.084961
	Iteration 23Q: 3 clusters Score -1006082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1006088.812500 Penalty: 2966.084961
	Iteration 24Q: 3 clusters Score -1006089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1006098.750000 Penalty: 2966.084961
	Iteration 25Q: 3 clusters Score -1006099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1006101.500000 Penalty: 2966.084961
	Iteration 26Q: 3 clusters Score -1006102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1006109.062500 Penalty: 2966.084961
	Iteration 27Q: 3 clusters Score -1006109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1006117.750000 Penalty: 2966.084961
	Iteration 28Q: 3 clusters Score -1006118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1006125.812500 Penalty: 2966.084961
	Iteration 29Q: 3 clusters Score -1006126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1006132.187500 Penalty: 2966.084961
	Iteration 30Q: 3 clusters Score -1006132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1006138.312500 Penalty: 2966.084961
	Iteration 31Q: 3 clusters Score -1006138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1006147.000000 Penalty: 2966.084961
	Iteration 32Q: 3 clusters Score -1006147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1006152.000000 Penalty: 2966.084961
	Iteration 33Q: 3 clusters Score -1006152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1006160.250000 Penalty: 2966.084961
	Iteration 34Q: 3 clusters Score -1006160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1006166.312500 Penalty: 2966.084961
	Iteration 35Q: 3 clusters Score -1006166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1006168.312500 Penalty: 2966.084961
	Iteration 36Q: 3 clusters Score -1006168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1006171.250000 Penalty: 2966.084961
	Iteration 37Q: 3 clusters Score -1006171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1006173.875000 Penalty: 2966.084961
	Iteration 38Q: 3 clusters Score -1006174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1006178.437500 Penalty: 2966.084961
	Iteration 39Q: 3 clusters Score -1006178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1006178.562500 Penalty: 2966.084961
	Iteration 40F: 3 clusters Score -1006179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1006179.750000 Penalty: 2966.084961
	Iteration 41Q: 3 clusters Score -1006180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1006181.125000 Penalty: 2966.084961
	Iteration 42Q: 3 clusters Score -1006181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1006182.812500 Penalty: 2966.084961
	Iteration 43Q: 3 clusters Score -1006183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1006186.500000 Penalty: 2966.084961
	Iteration 44Q: 3 clusters Score -1006186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1006189.500000 Penalty: 2966.084961
	Iteration 45Q: 3 clusters Score -1006190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1006192.062500 Penalty: 2966.084961
	Iteration 46Q: 3 clusters Score -1006192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1006194.125000 Penalty: 2966.084961
	Iteration 47Q: 3 clusters Score -1006194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1006197.375000 Penalty: 2966.084961
	Iteration 48Q: 3 clusters Score -1006197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1006199.250000 Penalty: 2966.084961
	Iteration 49Q: 3 clusters Score -1006199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1006201.062500 Penalty: 2966.084961
	Iteration 50Q: 3 clusters Score -1006201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1006203.687500 Penalty: 2966.084961
	Iteration 51Q: 3 clusters Score -1006204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1006202.062500 Penalty: 2966.084961
	Iteration 52Q: 3 clusters Score -1006202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1006203.000000 Penalty: 2966.084961
	Iteration 53Q: 3 clusters Score -1006203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1006203.062500 Penalty: 2966.084961
	Iteration 54Q: 3 clusters Score -1006203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1006203.375000 Penalty: 2966.084961
	Iteration 55Q: 3 clusters Score -1006203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1006204.250000 Penalty: 2966.084961
	Iteration 56Q: 3 clusters Score -1006204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1006206.750000 Penalty: 2966.084961
	Iteration 57Q: 3 clusters Score -1006207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1006207.812500 Penalty: 2966.084961
	Iteration 58Q: 3 clusters Score -1006208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1006208.562500 Penalty: 2966.084961
	Iteration 59Q: 3 clusters Score -1006209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1006216.125000 Penalty: 2966.084961
	Iteration 60F: 3 clusters Score -1006216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1006217.250000 Penalty: 2966.084961
	Iteration 61Q: 3 clusters Score -1006217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1006220.812500 Penalty: 2966.084961
	Iteration 62Q: 3 clusters Score -1006221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1006223.500000 Penalty: 2966.084961
	Iteration 63Q: 3 clusters Score -1006224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1006228.812500 Penalty: 2966.084961
	Iteration 64Q: 3 clusters Score -1006229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1006234.062500 Penalty: 2966.084961
	Iteration 65Q: 3 clusters Score -1006234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1006236.375000 Penalty: 2966.084961
	Iteration 66Q: 3 clusters Score -1006236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1006240.937500 Penalty: 2966.084961
	Iteration 67Q: 3 clusters Score -1006241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1006243.875000 Penalty: 2966.084961
	Iteration 68Q: 3 clusters Score -1006244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1006244.312500 Penalty: 2966.084961
	Iteration 69Q: 3 clusters Score -1006244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1006244.437500 Penalty: 2966.084961
	Iteration 70Q: 3 clusters Score -1006244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1006244.750000 Penalty: 2966.084961
	Iteration 71Q: 3 clusters Score -1006245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1006246.437500 Penalty: 2966.084961
	Iteration 72Q: 3 clusters Score -1006246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1006246.437500 Penalty: 2966.084961
	Iteration 73Q: 3 clusters Score -1006246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1006248.500000 Penalty: 2966.084961
	Iteration 74Q: 3 clusters Score -1006248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1006248.812500 Penalty: 2966.084961
	Iteration 75Q: 3 clusters Score -1006249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1006249.687500 Penalty: 2966.084961
	Iteration 76Q: 3 clusters Score -1006250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1006248.937500 Penalty: 2966.084961
	Iteration 77Q: 3 clusters Score -1006249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1006248.937500 Penalty: 2966.084961
	Iteration 78F: 3 clusters Score -1006249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -274352.375000 Penalty: 1292.071167
	Iteration 0F: 2 clusters Score -274352.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -271754.781250 Penalty: 2584.142334
	Iteration 0F: 3 clusters Score -271754.8 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -272355.187500 Penalty: 2584.142334
	Iteration 1F: 3 clusters Score -272355.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -272476.875000 Penalty: 2584.142334
	Iteration 2F: 3 clusters Score -272476.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -272565.062500 Penalty: 2584.142334
	Iteration 3F: 3 clusters Score -272565.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -272649.968750 Penalty: 2584.142334
	Iteration 4Q: 3 clusters Score -272650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -272747.875000 Penalty: 2584.142334
	Iteration 5Q: 3 clusters Score -272747.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -272835.843750 Penalty: 2584.142334
	Iteration 6Q: 3 clusters Score -272835.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -272898.093750 Penalty: 2584.142334
	Iteration 7Q: 3 clusters Score -272898.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -272963.843750 Penalty: 2584.142334
	Iteration 8Q: 3 clusters Score -272963.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -273018.500000 Penalty: 2584.142334
	Iteration 9Q: 3 clusters Score -273018.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -273061.718750 Penalty: 2584.142334
	Iteration 10Q: 3 clusters Score -273061.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -273094.375000 Penalty: 2584.142334
	Iteration 11Q: 3 clusters Score -273094.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -273129.343750 Penalty: 2584.142334
	Iteration 12Q: 3 clusters Score -273129.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -273167.375000 Penalty: 2584.142334
	Iteration 13Q: 3 clusters Score -273167.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -273204.468750 Penalty: 2584.142334
	Iteration 14Q: 3 clusters Score -273204.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -273243.468750 Penalty: 2584.142334
	Iteration 15Q: 3 clusters Score -273243.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -273270.156250 Penalty: 2584.142334
	Iteration 16Q: 3 clusters Score -273270.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -273299.093750 Penalty: 2584.142334
	Iteration 17Q: 3 clusters Score -273299.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -273340.093750 Penalty: 2584.142334
	Iteration 18Q: 3 clusters Score -273340.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -273404.000000 Penalty: 2584.142334
	Iteration 19Q: 3 clusters Score -273404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -273474.062500 Penalty: 2584.142334
	Iteration 20F: 3 clusters Score -273474.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -273567.218750 Penalty: 2584.142334
	Iteration 21Q: 3 clusters Score -273567.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -273645.062500 Penalty: 2584.142334
	Iteration 22Q: 3 clusters Score -273645.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -273704.562500 Penalty: 2584.142334
	Iteration 23Q: 3 clusters Score -273704.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -273741.500000 Penalty: 2584.142334
	Iteration 24Q: 3 clusters Score -273741.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -273766.718750 Penalty: 2584.142334
	Iteration 25Q: 3 clusters Score -273766.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -273787.062500 Penalty: 2584.142334
	Iteration 26Q: 3 clusters Score -273787.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -273799.250000 Penalty: 2584.142334
	Iteration 27Q: 3 clusters Score -273799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -273805.312500 Penalty: 2584.142334
	Iteration 28Q: 3 clusters Score -273805.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -273814.687500 Penalty: 2584.142334
	Iteration 29Q: 3 clusters Score -273814.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -273818.750000 Penalty: 2584.142334
	Iteration 30Q: 3 clusters Score -273818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -273820.437500 Penalty: 2584.142334
	Iteration 31Q: 3 clusters Score -273820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -273821.750000 Penalty: 2584.142334
	Iteration 32Q: 3 clusters Score -273821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -273822.875000 Penalty: 2584.142334
	Iteration 33Q: 3 clusters Score -273822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -273823.750000 Penalty: 2584.142334
	Iteration 34Q: 3 clusters Score -273823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -273824.812500 Penalty: 2584.142334
	Iteration 35Q: 3 clusters Score -273824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -273826.593750 Penalty: 2584.142334
	Iteration 36Q: 3 clusters Score -273826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -273826.343750 Penalty: 2584.142334
	Iteration 37Q: 3 clusters Score -273826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -273826.906250 Penalty: 2584.142334
	Iteration 38Q: 3 clusters Score -273826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -273827.687500 Penalty: 2584.142334
	Iteration 39Q: 3 clusters Score -273827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -273827.687500 Penalty: 2584.142334
	Iteration 40F: 3 clusters Score -273827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -798052.750000 Penalty: 1451.226807
	Iteration 0F: 2 clusters Score -798052.8 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 3747 members 
Entering Unmasked Estep 
Score: -792499.000000 Penalty: 2902.453613
	Iteration 0F: 3 clusters Score -792499 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -794239.312500 Penalty: 2902.453613
	Iteration 1F: 3 clusters Score -794239.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -794459.000000 Penalty: 2902.453613
	Iteration 2F: 3 clusters Score -794459 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -794609.375000 Penalty: 2902.453613
	Iteration 3F: 3 clusters Score -794609.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -794726.687500 Penalty: 2902.453613
	Iteration 4Q: 3 clusters Score -794726.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -794833.687500 Penalty: 2902.453613
	Iteration 5Q: 3 clusters Score -794833.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -794938.937500 Penalty: 2902.453613
	Iteration 6Q: 3 clusters Score -794938.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -795032.812500 Penalty: 2902.453613
	Iteration 7Q: 3 clusters Score -795032.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -795126.812500 Penalty: 2902.453613
	Iteration 8Q: 3 clusters Score -795126.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -795233.500000 Penalty: 2902.453613
	Iteration 9Q: 3 clusters Score -795233.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -795361.812500 Penalty: 2902.453613
	Iteration 10Q: 3 clusters Score -795361.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -795494.687500 Penalty: 2902.453613
	Iteration 11Q: 3 clusters Score -795494.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -795621.187500 Penalty: 2902.453613
	Iteration 12Q: 3 clusters Score -795621.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -795736.375000 Penalty: 2902.453613
	Iteration 13Q: 3 clusters Score -795736.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -795812.625000 Penalty: 2902.453613
	Iteration 14Q: 3 clusters Score -795812.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -795890.500000 Penalty: 2902.453613
	Iteration 15Q: 3 clusters Score -795890.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -795959.500000 Penalty: 2902.453613
	Iteration 16Q: 3 clusters Score -795959.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -796029.125000 Penalty: 2902.453613
	Iteration 17Q: 3 clusters Score -796029.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -796114.750000 Penalty: 2902.453613
	Iteration 18Q: 3 clusters Score -796114.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -796200.187500 Penalty: 2902.453613
	Iteration 19Q: 3 clusters Score -796200.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -796278.437500 Penalty: 2902.453613
	Iteration 20F: 3 clusters Score -796278.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -796349.000000 Penalty: 2902.453613
	Iteration 21Q: 3 clusters Score -796349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -796414.187500 Penalty: 2902.453613
	Iteration 22Q: 3 clusters Score -796414.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -796459.687500 Penalty: 2902.453613
	Iteration 23Q: 3 clusters Score -796459.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -796500.500000 Penalty: 2902.453613
	Iteration 24Q: 3 clusters Score -796500.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -796537.812500 Penalty: 2902.453613
	Iteration 25Q: 3 clusters Score -796537.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -796569.625000 Penalty: 2902.453613
	Iteration 26Q: 3 clusters Score -796569.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -796603.875000 Penalty: 2902.453613
	Iteration 27Q: 3 clusters Score -796603.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -796630.937500 Penalty: 2902.453613
	Iteration 28Q: 3 clusters Score -796630.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -796650.937500 Penalty: 2902.453613
	Iteration 29Q: 3 clusters Score -796650.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -796664.125000 Penalty: 2902.453613
	Iteration 30Q: 3 clusters Score -796664.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -796677.062500 Penalty: 2902.453613
	Iteration 31Q: 3 clusters Score -796677.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -796686.500000 Penalty: 2902.453613
	Iteration 32Q: 3 clusters Score -796686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -796697.375000 Penalty: 2902.453613
	Iteration 33Q: 3 clusters Score -796697.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -796706.812500 Penalty: 2902.453613
	Iteration 34Q: 3 clusters Score -796706.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -796715.000000 Penalty: 2902.453613
	Iteration 35Q: 3 clusters Score -796715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -796723.312500 Penalty: 2902.453613
	Iteration 36Q: 3 clusters Score -796723.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -796729.312500 Penalty: 2902.453613
	Iteration 37Q: 3 clusters Score -796729.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -796736.125000 Penalty: 2902.453613
	Iteration 38Q: 3 clusters Score -796736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -796740.625000 Penalty: 2902.453613
	Iteration 39Q: 3 clusters Score -796740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -796741.687500 Penalty: 2902.453613
	Iteration 40F: 3 clusters Score -796741.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -796742.937500 Penalty: 2902.453613
	Iteration 41Q: 3 clusters Score -796742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -796746.812500 Penalty: 2902.453613
	Iteration 42Q: 3 clusters Score -796746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -796750.687500 Penalty: 2902.453613
	Iteration 43Q: 3 clusters Score -796750.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -796753.875000 Penalty: 2902.453613
	Iteration 44Q: 3 clusters Score -796753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -796755.187500 Penalty: 2902.453613
	Iteration 45Q: 3 clusters Score -796755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -796758.000000 Penalty: 2902.453613
	Iteration 46Q: 3 clusters Score -796758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -796761.812500 Penalty: 2902.453613
	Iteration 47Q: 3 clusters Score -796761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -796763.062500 Penalty: 2902.453613
	Iteration 48Q: 3 clusters Score -796763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -796763.625000 Penalty: 2902.453613
	Iteration 49Q: 3 clusters Score -796763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -796764.437500 Penalty: 2902.453613
	Iteration 50Q: 3 clusters Score -796764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -796765.875000 Penalty: 2902.453613
	Iteration 51Q: 3 clusters Score -796765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -796768.437500 Penalty: 2902.453613
	Iteration 52Q: 3 clusters Score -796768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -796772.187500 Penalty: 2902.453613
	Iteration 53Q: 3 clusters Score -796772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -796773.562500 Penalty: 2902.453613
	Iteration 54Q: 3 clusters Score -796773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -796776.250000 Penalty: 2902.453613
	Iteration 55Q: 3 clusters Score -796776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -796776.562500 Penalty: 2902.453613
	Iteration 56Q: 3 clusters Score -796776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -796777.250000 Penalty: 2902.453613
	Iteration 57Q: 3 clusters Score -796777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -796777.250000 Penalty: 2902.453613
	Iteration 58F: 3 clusters Score -796777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Entering Unmasked Estep 
Score: -1040444.062500 Penalty: 1499.914185
	Iteration 0F: 2 clusters Score -1040444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1033131.875000 Penalty: 2999.828369
	Iteration 0F: 3 clusters Score -1033132 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1035602.250000 Penalty: 2999.828369
	Iteration 1F: 3 clusters Score -1035602 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1036078.937500 Penalty: 2999.828369
	Iteration 2F: 3 clusters Score -1036079 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1036514.687500 Penalty: 2999.828369
	Iteration 3F: 3 clusters Score -1036515 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1036883.062500 Penalty: 2999.828369
	Iteration 4F: 3 clusters Score -1036883 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1037203.687500 Penalty: 2999.828369
	Iteration 5F: 3 clusters Score -1037204 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1037519.625000 Penalty: 2999.828369
	Iteration 6Q: 3 clusters Score -1037520 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1037790.500000 Penalty: 2999.828369
	Iteration 7Q: 3 clusters Score -1037790 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1038036.250000 Penalty: 2999.828369
	Iteration 8Q: 3 clusters Score -1038036 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1038251.312500 Penalty: 2999.828369
	Iteration 9Q: 3 clusters Score -1038251 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1038423.187500 Penalty: 2999.828369
	Iteration 10Q: 3 clusters Score -1038423 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1038547.000000 Penalty: 2999.828369
	Iteration 11Q: 3 clusters Score -1038547 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1038670.937500 Penalty: 2999.828369
	Iteration 12Q: 3 clusters Score -1038671 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1038755.062500 Penalty: 2999.828369
	Iteration 13Q: 3 clusters Score -1038755 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1038832.812500 Penalty: 2999.828369
	Iteration 14Q: 3 clusters Score -1038833 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1038913.125000 Penalty: 2999.828369
	Iteration 15Q: 3 clusters Score -1038913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1038994.437500 Penalty: 2999.828369
	Iteration 16Q: 3 clusters Score -1038994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1039057.875000 Penalty: 2999.828369
	Iteration 17Q: 3 clusters Score -1039058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1039115.375000 Penalty: 2999.828369
	Iteration 18Q: 3 clusters Score -1039115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1039157.187500 Penalty: 2999.828369
	Iteration 19Q: 3 clusters Score -1039157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1039181.937500 Penalty: 2999.828369
	Iteration 20F: 3 clusters Score -1039182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1039208.125000 Penalty: 2999.828369
	Iteration 21Q: 3 clusters Score -1039208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1039224.562500 Penalty: 2999.828369
	Iteration 22Q: 3 clusters Score -1039225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1039233.000000 Penalty: 2999.828369
	Iteration 23Q: 3 clusters Score -1039233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1039240.750000 Penalty: 2999.828369
	Iteration 24Q: 3 clusters Score -1039241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1039249.937500 Penalty: 2999.828369
	Iteration 25Q: 3 clusters Score -1039250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1039254.750000 Penalty: 2999.828369
	Iteration 26Q: 3 clusters Score -1039255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1039259.062500 Penalty: 2999.828369
	Iteration 27Q: 3 clusters Score -1039259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1039263.250000 Penalty: 2999.828369
	Iteration 28Q: 3 clusters Score -1039263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1039270.250000 Penalty: 2999.828369
	Iteration 29Q: 3 clusters Score -1039270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1039276.812500 Penalty: 2999.828369
	Iteration 30Q: 3 clusters Score -1039277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1039282.875000 Penalty: 2999.828369
	Iteration 31Q: 3 clusters Score -1039283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1039283.500000 Penalty: 2999.828369
	Iteration 32Q: 3 clusters Score -1039284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1039286.062500 Penalty: 2999.828369
	Iteration 33Q: 3 clusters Score -1039286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1039287.437500 Penalty: 2999.828369
	Iteration 34Q: 3 clusters Score -1039287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1039290.375000 Penalty: 2999.828369
	Iteration 35Q: 3 clusters Score -1039290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1039295.000000 Penalty: 2999.828369
	Iteration 36Q: 3 clusters Score -1039295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1039295.125000 Penalty: 2999.828369
	Iteration 37Q: 3 clusters Score -1039295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1039299.125000 Penalty: 2999.828369
	Iteration 38Q: 3 clusters Score -1039299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1039299.125000 Penalty: 2999.828369
	Iteration 39Q: 3 clusters Score -1039299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1039301.187500 Penalty: 2999.828369
	Iteration 40F: 3 clusters Score -1039301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1039306.750000 Penalty: 2999.828369
	Iteration 41Q: 3 clusters Score -1039307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1039314.812500 Penalty: 2999.828369
	Iteration 42Q: 3 clusters Score -1039315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1039320.437500 Penalty: 2999.828369
	Iteration 43Q: 3 clusters Score -1039320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1039324.375000 Penalty: 2999.828369
	Iteration 44Q: 3 clusters Score -1039324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1039324.875000 Penalty: 2999.828369
	Iteration 45Q: 3 clusters Score -1039325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1039324.875000 Penalty: 2999.828369
	Iteration 46F: 3 clusters Score -1039325 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: -219039.859375 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -219039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -216879.109375 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -216879.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217353.796875 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -217353.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -217536.500000 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -217536.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217718.937500 Penalty: 2484.598877
	Iteration 3F: 3 clusters Score -217718.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217885.390625 Penalty: 2484.598877
	Iteration 4F: 3 clusters Score -217885.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -218022.578125 Penalty: 2484.598877
	Iteration 5F: 3 clusters Score -218022.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -218141.656250 Penalty: 2484.598877
	Iteration 6F: 3 clusters Score -218141.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218310.203125 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -218310.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218477.515625 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -218477.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -218588.484375 Penalty: 2484.598877
	Iteration 9Q: 3 clusters Score -218588.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -218663.718750 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -218663.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -218724.937500 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -218724.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -218789.656250 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -218789.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218838.375000 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -218838.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -218870.703125 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -218870.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -218893.937500 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -218893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -218899.015625 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -218899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -218900.562500 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -218900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -218903.734375 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -218903.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -218903.734375 Penalty: 2484.598877
	Iteration 19F: 3 clusters Score -218903.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -75680.070312 Penalty: 1092.817993
	Iteration 0F: 2 clusters Score -75680.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74344.039062 Penalty: 2185.635986
	Iteration 0F: 3 clusters Score -74344.04 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74598.882812 Penalty: 2185.635986
	Iteration 1F: 3 clusters Score -74598.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74653.039062 Penalty: 2185.635986
	Iteration 2F: 3 clusters Score -74653.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74683.015625 Penalty: 2185.635986
	Iteration 3Q: 3 clusters Score -74683.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74704.851562 Penalty: 2185.635986
	Iteration 4Q: 3 clusters Score -74704.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74725.218750 Penalty: 2185.635986
	Iteration 5Q: 3 clusters Score -74725.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74739.226562 Penalty: 2185.635986
	Iteration 6Q: 3 clusters Score -74739.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74754.242188 Penalty: 2185.635986
	Iteration 7Q: 3 clusters Score -74754.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74763.164062 Penalty: 2185.635986
	Iteration 8Q: 3 clusters Score -74763.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74779.328125 Penalty: 2185.635986
	Iteration 9Q: 3 clusters Score -74779.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74802.335938 Penalty: 2185.635986
	Iteration 10Q: 3 clusters Score -74802.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74811.828125 Penalty: 2185.635986
	Iteration 11Q: 3 clusters Score -74811.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74823.960938 Penalty: 2185.635986
	Iteration 12Q: 3 clusters Score -74823.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74835.109375 Penalty: 2185.635986
	Iteration 13Q: 3 clusters Score -74835.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74839.320312 Penalty: 2185.635986
	Iteration 14Q: 3 clusters Score -74839.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74849.070312 Penalty: 2185.635986
	Iteration 15Q: 3 clusters Score -74849.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74854.609375 Penalty: 2185.635986
	Iteration 16Q: 3 clusters Score -74854.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74860.289062 Penalty: 2185.635986
	Iteration 17Q: 3 clusters Score -74860.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74870.367188 Penalty: 2185.635986
	Iteration 18Q: 3 clusters Score -74870.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74885.500000 Penalty: 2185.635986
	Iteration 19Q: 3 clusters Score -74885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74895.757812 Penalty: 2185.635986
	Iteration 20F: 3 clusters Score -74895.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74905.593750 Penalty: 2185.635986
	Iteration 21Q: 3 clusters Score -74905.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74908.554688 Penalty: 2185.635986
	Iteration 22Q: 3 clusters Score -74908.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74910.796875 Penalty: 2185.635986
	Iteration 23Q: 3 clusters Score -74910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74918.539062 Penalty: 2185.635986
	Iteration 24Q: 3 clusters Score -74918.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74920.304688 Penalty: 2185.635986
	Iteration 25Q: 3 clusters Score -74920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74920.304688 Penalty: 2185.635986
	Iteration 26F: 3 clusters Score -74920.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Entering Unmasked Estep 
Score: -13146732.000000 Penalty: 1902.666138
	Iteration 0F: 2 clusters Score -1.314673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -13066896.000000 Penalty: 3805.332275
	Iteration 0F: 3 clusters Score -1.30669e+07 nChanged 58352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -13101277.000000 Penalty: 3805.332275
	Iteration 1F: 3 clusters Score -1.310128e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -13102442.000000 Penalty: 3805.332275
	Iteration 2Q: 3 clusters Score -1.310244e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -13103810.000000 Penalty: 3805.332275
	Iteration 3Q: 3 clusters Score -1.310381e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -13105919.000000 Penalty: 3805.332275
	Iteration 4Q: 3 clusters Score -1.310592e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -13108768.000000 Penalty: 3805.332275
	Iteration 5Q: 3 clusters Score -1.310877e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -13112754.000000 Penalty: 3805.332275
	Iteration 6F: 3 clusters Score -1.311275e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -13117745.000000 Penalty: 3805.332275
	Iteration 7F: 3 clusters Score -1.311774e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -13122766.000000 Penalty: 3805.332275
	Iteration 8F: 3 clusters Score -1.312277e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -13125957.000000 Penalty: 3805.332275
	Iteration 9F: 3 clusters Score -1.312596e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -13127240.000000 Penalty: 3805.332275
	Iteration 10Q: 3 clusters Score -1.312724e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -13127700.000000 Penalty: 3805.332275
	Iteration 11Q: 3 clusters Score -1.31277e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -13127946.000000 Penalty: 3805.332275
	Iteration 12Q: 3 clusters Score -1.312795e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -13128186.000000 Penalty: 3805.332275
	Iteration 13Q: 3 clusters Score -1.312819e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -13128488.000000 Penalty: 3805.332275
	Iteration 14Q: 3 clusters Score -1.312849e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -13128804.000000 Penalty: 3805.332275
	Iteration 15Q: 3 clusters Score -1.31288e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -13129115.000000 Penalty: 3805.332275
	Iteration 16Q: 3 clusters Score -1.312912e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -13129553.000000 Penalty: 3805.332275
	Iteration 17Q: 3 clusters Score -1.312955e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -13130010.000000 Penalty: 3805.332275
	Iteration 18Q: 3 clusters Score -1.313001e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -13130582.000000 Penalty: 3805.332275
	Iteration 19Q: 3 clusters Score -1.313058e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -13131142.000000 Penalty: 3805.332275
	Iteration 20F: 3 clusters Score -1.313114e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -13131741.000000 Penalty: 3805.332275
	Iteration 21Q: 3 clusters Score -1.313174e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -13132401.000000 Penalty: 3805.332275
	Iteration 22Q: 3 clusters Score -1.31324e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -13133274.000000 Penalty: 3805.332275
	Iteration 23Q: 3 clusters Score -1.313327e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -13134176.000000 Penalty: 3805.332275
	Iteration 24Q: 3 clusters Score -1.313418e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -13135111.000000 Penalty: 3805.332275
	Iteration 25Q: 3 clusters Score -1.313511e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102996 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -13136223.000000 Penalty: 3805.332275
	Iteration 26Q: 3 clusters Score -1.313622e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -13137205.000000 Penalty: 3805.332275
	Iteration 27Q: 3 clusters Score -1.31372e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -13138236.000000 Penalty: 3805.332275
	Iteration 28Q: 3 clusters Score -1.313824e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -13139321.000000 Penalty: 3805.332275
	Iteration 29Q: 3 clusters Score -1.313932e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112032 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -13140335.000000 Penalty: 3805.332275
	Iteration 30Q: 3 clusters Score -1.314034e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -13141187.000000 Penalty: 3805.332275
	Iteration 31Q: 3 clusters Score -1.314119e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115708 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -13142102.000000 Penalty: 3805.332275
	Iteration 32Q: 3 clusters Score -1.31421e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117148 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -13142817.000000 Penalty: 3805.332275
	Iteration 33Q: 3 clusters Score -1.314282e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -13143461.000000 Penalty: 3805.332275
	Iteration 34Q: 3 clusters Score -1.314346e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119241 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -13144106.000000 Penalty: 3805.332275
	Iteration 35Q: 3 clusters Score -1.314411e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13144578.000000 Penalty: 3805.332275
	Iteration 36Q: 3 clusters Score -1.314458e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120356 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13144831.000000 Penalty: 3805.332275
	Iteration 37Q: 3 clusters Score -1.314483e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13144950.000000 Penalty: 3805.332275
	Iteration 38Q: 3 clusters Score -1.314495e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120831 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13145055.000000 Penalty: 3805.332275
	Iteration 39Q: 3 clusters Score -1.314506e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13145096.000000 Penalty: 3805.332275
	Iteration 40F: 3 clusters Score -1.31451e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -13145146.000000 Penalty: 3805.332275
	Iteration 41Q: 3 clusters Score -1.314515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121059 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -13145175.000000 Penalty: 3805.332275
	Iteration 42Q: 3 clusters Score -1.314518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13145199.000000 Penalty: 3805.332275
	Iteration 43Q: 3 clusters Score -1.31452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13145214.000000 Penalty: 3805.332275
	Iteration 44Q: 3 clusters Score -1.314521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121124 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13145227.000000 Penalty: 3805.332275
	Iteration 45Q: 3 clusters Score -1.314523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13145234.000000 Penalty: 3805.332275
	Iteration 46Q: 3 clusters Score -1.314523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13145242.000000 Penalty: 3805.332275
	Iteration 47Q: 3 clusters Score -1.314524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13145238.000000 Penalty: 3805.332275
	Iteration 48Q: 3 clusters Score -1.314524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13145245.000000 Penalty: 3805.332275
	Iteration 49Q: 3 clusters Score -1.314524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121166 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13145251.000000 Penalty: 3805.332275
	Iteration 50Q: 3 clusters Score -1.314525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13145260.000000 Penalty: 3805.332275
	Iteration 51Q: 3 clusters Score -1.314526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121177 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13145265.000000 Penalty: 3805.332275
	Iteration 52Q: 3 clusters Score -1.314526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13145268.000000 Penalty: 3805.332275
	Iteration 53Q: 3 clusters Score -1.314527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13145268.000000 Penalty: 3805.332275
	Iteration 54Q: 3 clusters Score -1.314527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13145266.000000 Penalty: 3805.332275
	Iteration 55Q: 3 clusters Score -1.314527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13145268.000000 Penalty: 3805.332275
	Iteration 56Q: 3 clusters Score -1.314527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13145268.000000 Penalty: 3805.332275
	Iteration 57Q: 3 clusters Score -1.314527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13145268.000000 Penalty: 3805.332275
	Iteration 58F: 3 clusters Score -1.314527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Entering Unmasked Estep 
Score: -11170847.000000 Penalty: 1877.571777
	Iteration 0F: 2 clusters Score -1.117085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -11101475.000000 Penalty: 3755.143555
	Iteration 0F: 3 clusters Score -1.110148e+07 nChanged 49903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -11130281.000000 Penalty: 3755.143555
	Iteration 1F: 3 clusters Score -1.113028e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -11130812.000000 Penalty: 3755.143555
	Iteration 2Q: 3 clusters Score -1.113081e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -11131326.000000 Penalty: 3755.143555
	Iteration 3Q: 3 clusters Score -1.113133e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -11131891.000000 Penalty: 3755.143555
	Iteration 4Q: 3 clusters Score -1.113189e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -11132683.000000 Penalty: 3755.143555
	Iteration 5Q: 3 clusters Score -1.113268e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -11133694.000000 Penalty: 3755.143555
	Iteration 6Q: 3 clusters Score -1.113369e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -11135011.000000 Penalty: 3755.143555
	Iteration 7Q: 3 clusters Score -1.113501e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -11136813.000000 Penalty: 3755.143555
	Iteration 8Q: 3 clusters Score -1.113681e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -11139073.000000 Penalty: 3755.143555
	Iteration 9Q: 3 clusters Score -1.113907e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -11141701.000000 Penalty: 3755.143555
	Iteration 10F: 3 clusters Score -1.11417e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -11144391.000000 Penalty: 3755.143555
	Iteration 11F: 3 clusters Score -1.114439e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -11146817.000000 Penalty: 3755.143555
	Iteration 12Q: 3 clusters Score -1.114682e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -11148477.000000 Penalty: 3755.143555
	Iteration 13Q: 3 clusters Score -1.114848e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -11149559.000000 Penalty: 3755.143555
	Iteration 14Q: 3 clusters Score -1.114956e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -11150186.000000 Penalty: 3755.143555
	Iteration 15Q: 3 clusters Score -1.115019e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -11150517.000000 Penalty: 3755.143555
	Iteration 16Q: 3 clusters Score -1.115052e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -11150795.000000 Penalty: 3755.143555
	Iteration 17Q: 3 clusters Score -1.11508e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -11150902.000000 Penalty: 3755.143555
	Iteration 18Q: 3 clusters Score -1.11509e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -11150991.000000 Penalty: 3755.143555
	Iteration 19Q: 3 clusters Score -1.115099e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -11151117.000000 Penalty: 3755.143555
	Iteration 20F: 3 clusters Score -1.115112e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -11151204.000000 Penalty: 3755.143555
	Iteration 21Q: 3 clusters Score -1.11512e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -11151289.000000 Penalty: 3755.143555
	Iteration 22Q: 3 clusters Score -1.115129e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -11151372.000000 Penalty: 3755.143555
	Iteration 23Q: 3 clusters Score -1.115137e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -11151484.000000 Penalty: 3755.143555
	Iteration 24Q: 3 clusters Score -1.115148e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -11151552.000000 Penalty: 3755.143555
	Iteration 25Q: 3 clusters Score -1.115155e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -11151694.000000 Penalty: 3755.143555
	Iteration 26Q: 3 clusters Score -1.115169e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -11151894.000000 Penalty: 3755.143555
	Iteration 27Q: 3 clusters Score -1.115189e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -11152090.000000 Penalty: 3755.143555
	Iteration 28Q: 3 clusters Score -1.115209e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -11152279.000000 Penalty: 3755.143555
	Iteration 29Q: 3 clusters Score -1.115228e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -11152408.000000 Penalty: 3755.143555
	Iteration 30Q: 3 clusters Score -1.115241e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -11152655.000000 Penalty: 3755.143555
	Iteration 31Q: 3 clusters Score -1.115266e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -11152895.000000 Penalty: 3755.143555
	Iteration 32Q: 3 clusters Score -1.11529e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -11153232.000000 Penalty: 3755.143555
	Iteration 33Q: 3 clusters Score -1.115323e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70789 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -11153666.000000 Penalty: 3755.143555
	Iteration 34Q: 3 clusters Score -1.115367e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -11154174.000000 Penalty: 3755.143555
	Iteration 35Q: 3 clusters Score -1.115417e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -11154719.000000 Penalty: 3755.143555
	Iteration 36Q: 3 clusters Score -1.115472e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -11155299.000000 Penalty: 3755.143555
	Iteration 37Q: 3 clusters Score -1.11553e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -11155887.000000 Penalty: 3755.143555
	Iteration 38Q: 3 clusters Score -1.115589e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -11156645.000000 Penalty: 3755.143555
	Iteration 39Q: 3 clusters Score -1.115664e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -11157501.000000 Penalty: 3755.143555
	Iteration 40F: 3 clusters Score -1.11575e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -11158478.000000 Penalty: 3755.143555
	Iteration 41Q: 3 clusters Score -1.115848e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -11159417.000000 Penalty: 3755.143555
	Iteration 42Q: 3 clusters Score -1.115942e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -11160588.000000 Penalty: 3755.143555
	Iteration 43Q: 3 clusters Score -1.116059e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -11161880.000000 Penalty: 3755.143555
	Iteration 44Q: 3 clusters Score -1.116188e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -11163121.000000 Penalty: 3755.143555
	Iteration 45Q: 3 clusters Score -1.116312e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -11164364.000000 Penalty: 3755.143555
	Iteration 46Q: 3 clusters Score -1.116436e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97763 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -11165423.000000 Penalty: 3755.143555
	Iteration 47Q: 3 clusters Score -1.116542e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99376 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -11166454.000000 Penalty: 3755.143555
	Iteration 48Q: 3 clusters Score -1.116645e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -11167269.000000 Penalty: 3755.143555
	Iteration 49Q: 3 clusters Score -1.116727e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -11167808.000000 Penalty: 3755.143555
	Iteration 50Q: 3 clusters Score -1.116781e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102388 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11168206.000000 Penalty: 3755.143555
	Iteration 51Q: 3 clusters Score -1.116821e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11168522.000000 Penalty: 3755.143555
	Iteration 52Q: 3 clusters Score -1.116852e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11168754.000000 Penalty: 3755.143555
	Iteration 53Q: 3 clusters Score -1.116875e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11168930.000000 Penalty: 3755.143555
	Iteration 54Q: 3 clusters Score -1.116893e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11169035.000000 Penalty: 3755.143555
	Iteration 55Q: 3 clusters Score -1.116904e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11169093.000000 Penalty: 3755.143555
	Iteration 56Q: 3 clusters Score -1.116909e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11169142.000000 Penalty: 3755.143555
	Iteration 57Q: 3 clusters Score -1.116914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11169176.000000 Penalty: 3755.143555
	Iteration 58Q: 3 clusters Score -1.116918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11169208.000000 Penalty: 3755.143555
	Iteration 59Q: 3 clusters Score -1.116921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11169219.000000 Penalty: 3755.143555
	Iteration 60F: 3 clusters Score -1.116922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11169224.000000 Penalty: 3755.143555
	Iteration 61Q: 3 clusters Score -1.116922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11169234.000000 Penalty: 3755.143555
	Iteration 62Q: 3 clusters Score -1.116923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11169242.000000 Penalty: 3755.143555
	Iteration 63Q: 3 clusters Score -1.116924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11169250.000000 Penalty: 3755.143555
	Iteration 64Q: 3 clusters Score -1.116925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11169256.000000 Penalty: 3755.143555
	Iteration 65Q: 3 clusters Score -1.116926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11169255.000000 Penalty: 3755.143555
	Iteration 66Q: 3 clusters Score -1.116926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11169271.000000 Penalty: 3755.143555
	Iteration 67Q: 3 clusters Score -1.116927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11169269.000000 Penalty: 3755.143555
	Iteration 68Q: 3 clusters Score -1.116927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11169276.000000 Penalty: 3755.143555
	Iteration 69Q: 3 clusters Score -1.116928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11169280.000000 Penalty: 3755.143555
	Iteration 70Q: 3 clusters Score -1.116928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11169282.000000 Penalty: 3755.143555
	Iteration 71Q: 3 clusters Score -1.116928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11169282.000000 Penalty: 3755.143555
	Iteration 72F: 3 clusters Score -1.116928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -17642.431641 Penalty: 893.289795
	Iteration 0F: 2 clusters Score -17642.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16922.408203 Penalty: 1786.579590
	Iteration 0F: 3 clusters Score -16922.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17044.634766 Penalty: 1786.579590
	Iteration 1F: 3 clusters Score -17044.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17137.339844 Penalty: 1786.579590
	Iteration 2F: 3 clusters Score -17137.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17246.423828 Penalty: 1786.579590
	Iteration 3F: 3 clusters Score -17246.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17298.542969 Penalty: 1786.579590
	Iteration 4Q: 3 clusters Score -17298.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17302.617188 Penalty: 1786.579590
	Iteration 5Q: 3 clusters Score -17302.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17307.498047 Penalty: 1786.579590
	Iteration 6Q: 3 clusters Score -17307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17313.580078 Penalty: 1786.579590
	Iteration 7Q: 3 clusters Score -17313.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17313.580078 Penalty: 1786.579590
	Iteration 8F: 3 clusters Score -17313.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -639359.625000 Penalty: 1419.418335
	Iteration 0F: 2 clusters Score -639359.6 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 3201 members 
Entering Unmasked Estep 
Score: -634566.500000 Penalty: 2838.836670
	Iteration 0F: 3 clusters Score -634566.5 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -635978.125000 Penalty: 2838.836670
	Iteration 1F: 3 clusters Score -635978.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -636194.312500 Penalty: 2838.836670
	Iteration 2F: 3 clusters Score -636194.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -636376.625000 Penalty: 2838.836670
	Iteration 3F: 3 clusters Score -636376.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -636570.437500 Penalty: 2838.836670
	Iteration 4F: 3 clusters Score -636570.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -636783.562500 Penalty: 2838.836670
	Iteration 5F: 3 clusters Score -636783.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -637019.500000 Penalty: 2838.836670
	Iteration 6F: 3 clusters Score -637019.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -637251.437500 Penalty: 2838.836670
	Iteration 7Q: 3 clusters Score -637251.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -637472.125000 Penalty: 2838.836670
	Iteration 8Q: 3 clusters Score -637472.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -637671.500000 Penalty: 2838.836670
	Iteration 9Q: 3 clusters Score -637671.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -637818.000000 Penalty: 2838.836670
	Iteration 10Q: 3 clusters Score -637818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -637908.062500 Penalty: 2838.836670
	Iteration 11Q: 3 clusters Score -637908.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -637977.812500 Penalty: 2838.836670
	Iteration 12Q: 3 clusters Score -637977.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -638018.437500 Penalty: 2838.836670
	Iteration 13Q: 3 clusters Score -638018.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -638044.875000 Penalty: 2838.836670
	Iteration 14Q: 3 clusters Score -638044.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -638070.000000 Penalty: 2838.836670
	Iteration 15Q: 3 clusters Score -638070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -638092.500000 Penalty: 2838.836670
	Iteration 16Q: 3 clusters Score -638092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -638100.500000 Penalty: 2838.836670
	Iteration 17Q: 3 clusters Score -638100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -638108.562500 Penalty: 2838.836670
	Iteration 18Q: 3 clusters Score -638108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -638113.750000 Penalty: 2838.836670
	Iteration 19Q: 3 clusters Score -638113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -638116.875000 Penalty: 2838.836670
	Iteration 20F: 3 clusters Score -638116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -638117.500000 Penalty: 2838.836670
	Iteration 21Q: 3 clusters Score -638117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -638119.937500 Penalty: 2838.836670
	Iteration 22Q: 3 clusters Score -638119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -638123.812500 Penalty: 2838.836670
	Iteration 23Q: 3 clusters Score -638123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -638128.687500 Penalty: 2838.836670
	Iteration 24Q: 3 clusters Score -638128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -638131.500000 Penalty: 2838.836670
	Iteration 25Q: 3 clusters Score -638131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -638132.750000 Penalty: 2838.836670
	Iteration 26Q: 3 clusters Score -638132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -638132.750000 Penalty: 2838.836670
	Iteration 27F: 3 clusters Score -638132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Entering Unmasked Estep 
Score: -2006822.875000 Penalty: 1595.943848
	Iteration 0F: 2 clusters Score -2006823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1994231.250000 Penalty: 3191.887695
	Iteration 0F: 3 clusters Score -1994231 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1998950.250000 Penalty: 3191.887695
	Iteration 1F: 3 clusters Score -1998950 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1999448.750000 Penalty: 3191.887695
	Iteration 2F: 3 clusters Score -1999449 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1999921.875000 Penalty: 3191.887695
	Iteration 3F: 3 clusters Score -1999922 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2000431.000000 Penalty: 3191.887695
	Iteration 4F: 3 clusters Score -2000431 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2000971.000000 Penalty: 3191.887695
	Iteration 5F: 3 clusters Score -2000971 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2001655.750000 Penalty: 3191.887695
	Iteration 6F: 3 clusters Score -2001656 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2002322.125000 Penalty: 3191.887695
	Iteration 7F: 3 clusters Score -2002322 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2002852.875000 Penalty: 3191.887695
	Iteration 8Q: 3 clusters Score -2002853 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2003141.375000 Penalty: 3191.887695
	Iteration 9Q: 3 clusters Score -2003141 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2003293.375000 Penalty: 3191.887695
	Iteration 10Q: 3 clusters Score -2003293 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2003371.375000 Penalty: 3191.887695
	Iteration 11Q: 3 clusters Score -2003371 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2003428.625000 Penalty: 3191.887695
	Iteration 12Q: 3 clusters Score -2003429 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2003482.875000 Penalty: 3191.887695
	Iteration 13Q: 3 clusters Score -2003483 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2003522.625000 Penalty: 3191.887695
	Iteration 14Q: 3 clusters Score -2003523 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2003557.000000 Penalty: 3191.887695
	Iteration 15Q: 3 clusters Score -2003557 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2003602.625000 Penalty: 3191.887695
	Iteration 16Q: 3 clusters Score -2003603 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2003636.125000 Penalty: 3191.887695
	Iteration 17Q: 3 clusters Score -2003636 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2003664.125000 Penalty: 3191.887695
	Iteration 18Q: 3 clusters Score -2003664 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2003687.750000 Penalty: 3191.887695
	Iteration 19Q: 3 clusters Score -2003688 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2003710.125000 Penalty: 3191.887695
	Iteration 20F: 3 clusters Score -2003710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2003737.375000 Penalty: 3191.887695
	Iteration 21Q: 3 clusters Score -2003737 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2003747.750000 Penalty: 3191.887695
	Iteration 22Q: 3 clusters Score -2003748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2003763.500000 Penalty: 3191.887695
	Iteration 23Q: 3 clusters Score -2003764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2003770.625000 Penalty: 3191.887695
	Iteration 24Q: 3 clusters Score -2003771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2003780.375000 Penalty: 3191.887695
	Iteration 25Q: 3 clusters Score -2003780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2003785.750000 Penalty: 3191.887695
	Iteration 26Q: 3 clusters Score -2003786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2003793.875000 Penalty: 3191.887695
	Iteration 27Q: 3 clusters Score -2003794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2003800.375000 Penalty: 3191.887695
	Iteration 28Q: 3 clusters Score -2003800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2003809.000000 Penalty: 3191.887695
	Iteration 29Q: 3 clusters Score -2003809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2003816.375000 Penalty: 3191.887695
	Iteration 30Q: 3 clusters Score -2003816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2003834.125000 Penalty: 3191.887695
	Iteration 31Q: 3 clusters Score -2003834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2003842.125000 Penalty: 3191.887695
	Iteration 32Q: 3 clusters Score -2003842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2003855.000000 Penalty: 3191.887695
	Iteration 33Q: 3 clusters Score -2003855 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2003860.500000 Penalty: 3191.887695
	Iteration 34Q: 3 clusters Score -2003860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2003869.500000 Penalty: 3191.887695
	Iteration 35Q: 3 clusters Score -2003870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2003873.875000 Penalty: 3191.887695
	Iteration 36Q: 3 clusters Score -2003874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2003886.125000 Penalty: 3191.887695
	Iteration 37Q: 3 clusters Score -2003886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2003899.875000 Penalty: 3191.887695
	Iteration 38Q: 3 clusters Score -2003900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2003909.000000 Penalty: 3191.887695
	Iteration 39Q: 3 clusters Score -2003909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2003923.125000 Penalty: 3191.887695
	Iteration 40F: 3 clusters Score -2003923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2003939.875000 Penalty: 3191.887695
	Iteration 41Q: 3 clusters Score -2003940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2003963.875000 Penalty: 3191.887695
	Iteration 42Q: 3 clusters Score -2003964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2003980.500000 Penalty: 3191.887695
	Iteration 43Q: 3 clusters Score -2003980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2003987.125000 Penalty: 3191.887695
	Iteration 44Q: 3 clusters Score -2003987 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2004005.500000 Penalty: 3191.887695
	Iteration 45Q: 3 clusters Score -2004006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2004019.625000 Penalty: 3191.887695
	Iteration 46Q: 3 clusters Score -2004020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2004043.500000 Penalty: 3191.887695
	Iteration 47Q: 3 clusters Score -2004044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2004059.875000 Penalty: 3191.887695
	Iteration 48Q: 3 clusters Score -2004060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2004073.750000 Penalty: 3191.887695
	Iteration 49Q: 3 clusters Score -2004074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2004094.125000 Penalty: 3191.887695
	Iteration 50Q: 3 clusters Score -2004094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2004111.625000 Penalty: 3191.887695
	Iteration 51Q: 3 clusters Score -2004112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2004131.250000 Penalty: 3191.887695
	Iteration 52Q: 3 clusters Score -2004131 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2004146.250000 Penalty: 3191.887695
	Iteration 53Q: 3 clusters Score -2004146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2004166.875000 Penalty: 3191.887695
	Iteration 54Q: 3 clusters Score -2004167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2004185.375000 Penalty: 3191.887695
	Iteration 55Q: 3 clusters Score -2004185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2004202.500000 Penalty: 3191.887695
	Iteration 56Q: 3 clusters Score -2004202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2004216.375000 Penalty: 3191.887695
	Iteration 57Q: 3 clusters Score -2004216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2004224.750000 Penalty: 3191.887695
	Iteration 58Q: 3 clusters Score -2004225 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2004253.625000 Penalty: 3191.887695
	Iteration 59Q: 3 clusters Score -2004254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2004273.500000 Penalty: 3191.887695
	Iteration 60F: 3 clusters Score -2004274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2004305.000000 Penalty: 3191.887695
	Iteration 61Q: 3 clusters Score -2004305 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2004322.125000 Penalty: 3191.887695
	Iteration 62Q: 3 clusters Score -2004322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2004341.750000 Penalty: 3191.887695
	Iteration 63Q: 3 clusters Score -2004342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2004359.875000 Penalty: 3191.887695
	Iteration 64Q: 3 clusters Score -2004360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2004376.125000 Penalty: 3191.887695
	Iteration 65Q: 3 clusters Score -2004376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2004389.750000 Penalty: 3191.887695
	Iteration 66Q: 3 clusters Score -2004390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2004403.750000 Penalty: 3191.887695
	Iteration 67Q: 3 clusters Score -2004404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2004430.000000 Penalty: 3191.887695
	Iteration 68Q: 3 clusters Score -2004430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2004440.875000 Penalty: 3191.887695
	Iteration 69Q: 3 clusters Score -2004441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2004464.625000 Penalty: 3191.887695
	Iteration 70Q: 3 clusters Score -2004465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2004478.125000 Penalty: 3191.887695
	Iteration 71Q: 3 clusters Score -2004478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2004508.125000 Penalty: 3191.887695
	Iteration 72Q: 3 clusters Score -2004508 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2004534.750000 Penalty: 3191.887695
	Iteration 73Q: 3 clusters Score -2004535 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2004567.125000 Penalty: 3191.887695
	Iteration 74Q: 3 clusters Score -2004567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2004596.250000 Penalty: 3191.887695
	Iteration 75Q: 3 clusters Score -2004596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2004618.875000 Penalty: 3191.887695
	Iteration 76Q: 3 clusters Score -2004619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2004652.625000 Penalty: 3191.887695
	Iteration 77Q: 3 clusters Score -2004653 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2004690.125000 Penalty: 3191.887695
	Iteration 78Q: 3 clusters Score -2004690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2004722.375000 Penalty: 3191.887695
	Iteration 79Q: 3 clusters Score -2004722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2004757.250000 Penalty: 3191.887695
	Iteration 80F: 3 clusters Score -2004757 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2004798.875000 Penalty: 3191.887695
	Iteration 81Q: 3 clusters Score -2004799 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2004850.250000 Penalty: 3191.887695
	Iteration 82Q: 3 clusters Score -2004850 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2004911.375000 Penalty: 3191.887695
	Iteration 83Q: 3 clusters Score -2004911 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2004956.000000 Penalty: 3191.887695
	Iteration 84Q: 3 clusters Score -2004956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2005017.875000 Penalty: 3191.887695
	Iteration 85Q: 3 clusters Score -2005018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2005073.875000 Penalty: 3191.887695
	Iteration 86Q: 3 clusters Score -2005074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2005115.625000 Penalty: 3191.887695
	Iteration 87Q: 3 clusters Score -2005116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2005154.125000 Penalty: 3191.887695
	Iteration 88Q: 3 clusters Score -2005154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2005199.250000 Penalty: 3191.887695
	Iteration 89Q: 3 clusters Score -2005199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2005238.750000 Penalty: 3191.887695
	Iteration 90Q: 3 clusters Score -2005239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2005264.125000 Penalty: 3191.887695
	Iteration 91Q: 3 clusters Score -2005264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2005288.750000 Penalty: 3191.887695
	Iteration 92Q: 3 clusters Score -2005289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2005325.000000 Penalty: 3191.887695
	Iteration 93Q: 3 clusters Score -2005325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2005343.375000 Penalty: 3191.887695
	Iteration 94Q: 3 clusters Score -2005343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2005367.625000 Penalty: 3191.887695
	Iteration 95Q: 3 clusters Score -2005368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2005393.750000 Penalty: 3191.887695
	Iteration 96Q: 3 clusters Score -2005394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2005416.875000 Penalty: 3191.887695
	Iteration 97Q: 3 clusters Score -2005417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2005440.625000 Penalty: 3191.887695
	Iteration 98Q: 3 clusters Score -2005441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2005455.250000 Penalty: 3191.887695
	Iteration 99Q: 3 clusters Score -2005455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2005468.375000 Penalty: 3191.887695
	Iteration 100F: 3 clusters Score -2005468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2005486.000000 Penalty: 3191.887695
	Iteration 101Q: 3 clusters Score -2005486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2005500.500000 Penalty: 3191.887695
	Iteration 102Q: 3 clusters Score -2005500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2005507.875000 Penalty: 3191.887695
	Iteration 103Q: 3 clusters Score -2005508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2005512.375000 Penalty: 3191.887695
	Iteration 104Q: 3 clusters Score -2005512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2005516.250000 Penalty: 3191.887695
	Iteration 105Q: 3 clusters Score -2005516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2005520.125000 Penalty: 3191.887695
	Iteration 106Q: 3 clusters Score -2005520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2005524.625000 Penalty: 3191.887695
	Iteration 107Q: 3 clusters Score -2005525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2005526.875000 Penalty: 3191.887695
	Iteration 108Q: 3 clusters Score -2005527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2005526.750000 Penalty: 3191.887695
	Iteration 109Q: 3 clusters Score -2005527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2005528.875000 Penalty: 3191.887695
	Iteration 110Q: 3 clusters Score -2005529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2005530.500000 Penalty: 3191.887695
	Iteration 111Q: 3 clusters Score -2005530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2005529.000000 Penalty: 3191.887695
	Iteration 112Q: 3 clusters Score -2005529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2005529.750000 Penalty: 3191.887695
	Iteration 113Q: 3 clusters Score -2005530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2005530.750000 Penalty: 3191.887695
	Iteration 114Q: 3 clusters Score -2005531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2005530.750000 Penalty: 3191.887695
	Iteration 115F: 3 clusters Score -2005531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (175823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Entering Unmasked Estep 
Score: -18587532.000000 Penalty: 1962.550415
	Iteration 0F: 2 clusters Score -1.858753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -18470106.000000 Penalty: 3925.100830
	Iteration 0F: 3 clusters Score -1.847011e+07 nChanged 84860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -18520128.000000 Penalty: 3925.100830
	Iteration 1F: 3 clusters Score -1.852013e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -18521242.000000 Penalty: 3925.100830
	Iteration 2Q: 3 clusters Score -1.852124e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -18523030.000000 Penalty: 3925.100830
	Iteration 3Q: 3 clusters Score -1.852303e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -18526144.000000 Penalty: 3925.100830
	Iteration 4Q: 3 clusters Score -1.852614e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -18532114.000000 Penalty: 3925.100830
	Iteration 5F: 3 clusters Score -1.853211e+07 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131686 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -18542652.000000 Penalty: 3925.100830
	Iteration 6F: 3 clusters Score -1.854265e+07 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147865 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -18557666.000000 Penalty: 3925.100830
	Iteration 7F: 3 clusters Score -1.855767e+07 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 3925.100830
	Iteration 8F: 3 clusters Score -1.857235e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -18581462.000000 Penalty: 3925.100830
	Iteration 9F: 3 clusters Score -1.858146e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174475 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18584634.000000 Penalty: 3925.100830
	Iteration 10Q: 3 clusters Score -1.858463e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175381 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18585432.000000 Penalty: 3925.100830
	Iteration 11Q: 3 clusters Score -1.858543e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18585646.000000 Penalty: 3925.100830
	Iteration 12Q: 3 clusters Score -1.858565e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18585748.000000 Penalty: 3925.100830
	Iteration 13Q: 3 clusters Score -1.858575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175658 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18585806.000000 Penalty: 3925.100830
	Iteration 14Q: 3 clusters Score -1.858581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18585816.000000 Penalty: 3925.100830
	Iteration 15Q: 3 clusters Score -1.858582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175669 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18585822.000000 Penalty: 3925.100830
	Iteration 16Q: 3 clusters Score -1.858582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18585814.000000 Penalty: 3925.100830
	Iteration 17Q: 3 clusters Score -1.858581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18585814.000000 Penalty: 3925.100830
	Iteration 18F: 3 clusters Score -1.858581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -374916.906250 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -374916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -371919.531250 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -371919.5 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -372660.750000 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -372660.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -372818.468750 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -372818.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -372936.937500 Penalty: 2646.170410
	Iteration 3F: 3 clusters Score -372936.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -373016.750000 Penalty: 2646.170410
	Iteration 4Q: 3 clusters Score -373016.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -373084.687500 Penalty: 2646.170410
	Iteration 5Q: 3 clusters Score -373084.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -373136.718750 Penalty: 2646.170410
	Iteration 6Q: 3 clusters Score -373136.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -373180.593750 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -373180.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -373208.812500 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -373208.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -373229.593750 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -373229.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -373253.093750 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -373253.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -373278.625000 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -373278.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -373304.531250 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -373304.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -373327.656250 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -373327.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -373353.718750 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -373353.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -373383.750000 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -373383.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -373420.906250 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -373420.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -373458.500000 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -373458.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -373506.500000 Penalty: 2646.170410
	Iteration 18Q: 3 clusters Score -373506.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -373542.000000 Penalty: 2646.170410
	Iteration 19Q: 3 clusters Score -373542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -373574.781250 Penalty: 2646.170410
	Iteration 20F: 3 clusters Score -373574.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -373599.875000 Penalty: 2646.170410
	Iteration 21Q: 3 clusters Score -373599.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -373616.281250 Penalty: 2646.170410
	Iteration 22Q: 3 clusters Score -373616.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -373628.625000 Penalty: 2646.170410
	Iteration 23Q: 3 clusters Score -373628.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -373648.781250 Penalty: 2646.170410
	Iteration 24Q: 3 clusters Score -373648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -373662.656250 Penalty: 2646.170410
	Iteration 25Q: 3 clusters Score -373662.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -373674.468750 Penalty: 2646.170410
	Iteration 26Q: 3 clusters Score -373674.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -373679.718750 Penalty: 2646.170410
	Iteration 27Q: 3 clusters Score -373679.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -373684.406250 Penalty: 2646.170410
	Iteration 28Q: 3 clusters Score -373684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -373686.437500 Penalty: 2646.170410
	Iteration 29Q: 3 clusters Score -373686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -373686.937500 Penalty: 2646.170410
	Iteration 30Q: 3 clusters Score -373686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -373688.937500 Penalty: 2646.170410
	Iteration 31Q: 3 clusters Score -373688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -373691.218750 Penalty: 2646.170410
	Iteration 32Q: 3 clusters Score -373691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -373692.718750 Penalty: 2646.170410
	Iteration 33Q: 3 clusters Score -373692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -373694.968750 Penalty: 2646.170410
	Iteration 34Q: 3 clusters Score -373695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -373696.187500 Penalty: 2646.170410
	Iteration 35Q: 3 clusters Score -373696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -373697.406250 Penalty: 2646.170410
	Iteration 36Q: 3 clusters Score -373697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -373698.875000 Penalty: 2646.170410
	Iteration 37Q: 3 clusters Score -373698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -373699.531250 Penalty: 2646.170410
	Iteration 38Q: 3 clusters Score -373699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -373700.812500 Penalty: 2646.170410
	Iteration 39Q: 3 clusters Score -373700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -373703.250000 Penalty: 2646.170410
	Iteration 40F: 3 clusters Score -373703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -373704.187500 Penalty: 2646.170410
	Iteration 41Q: 3 clusters Score -373704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -373704.312500 Penalty: 2646.170410
	Iteration 42Q: 3 clusters Score -373704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -373705.343750 Penalty: 2646.170410
	Iteration 43Q: 3 clusters Score -373705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -373706.562500 Penalty: 2646.170410
	Iteration 44Q: 3 clusters Score -373706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -373707.312500 Penalty: 2646.170410
	Iteration 45Q: 3 clusters Score -373707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -373708.343750 Penalty: 2646.170410
	Iteration 46Q: 3 clusters Score -373708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -373709.687500 Penalty: 2646.170410
	Iteration 47Q: 3 clusters Score -373709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -373711.156250 Penalty: 2646.170410
	Iteration 48Q: 3 clusters Score -373711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -373712.312500 Penalty: 2646.170410
	Iteration 49Q: 3 clusters Score -373712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -373712.093750 Penalty: 2646.170410
	Iteration 50Q: 3 clusters Score -373712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -373713.062500 Penalty: 2646.170410
	Iteration 51Q: 3 clusters Score -373713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -373714.125000 Penalty: 2646.170410
	Iteration 52Q: 3 clusters Score -373714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -373714.312500 Penalty: 2646.170410
	Iteration 53Q: 3 clusters Score -373714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -373714.500000 Penalty: 2646.170410
	Iteration 54Q: 3 clusters Score -373714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -373714.500000 Penalty: 2646.170410
	Iteration 55F: 3 clusters Score -373714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -379053.531250 Penalty: 1338.504395
	Iteration 0F: 2 clusters Score -379053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -375862.562500 Penalty: 2677.008789
	Iteration 0F: 3 clusters Score -375862.6 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -376751.218750 Penalty: 2677.008789
	Iteration 1F: 3 clusters Score -376751.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -377024.093750 Penalty: 2677.008789
	Iteration 2F: 3 clusters Score -377024.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -377274.812500 Penalty: 2677.008789
	Iteration 3F: 3 clusters Score -377274.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -377599.625000 Penalty: 2677.008789
	Iteration 4F: 3 clusters Score -377599.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -378005.812500 Penalty: 2677.008789
	Iteration 5F: 3 clusters Score -378005.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -378457.531250 Penalty: 2677.008789
	Iteration 6F: 3 clusters Score -378457.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -378787.156250 Penalty: 2677.008789
	Iteration 7F: 3 clusters Score -378787.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -378993.843750 Penalty: 2677.008789
	Iteration 8Q: 3 clusters Score -378993.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -379131.687500 Penalty: 2677.008789
	Iteration 9Q: 3 clusters Score -379131.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -379253.250000 Penalty: 2677.008789
	Iteration 10Q: 3 clusters Score -379253.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -379379.906250 Penalty: 2677.008789
	Iteration 11Q: 3 clusters Score -379379.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -379496.343750 Penalty: 2677.008789
	Iteration 12Q: 3 clusters Score -379496.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -379575.312500 Penalty: 2677.008789
	Iteration 13Q: 3 clusters Score -379575.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -379605.656250 Penalty: 2677.008789
	Iteration 14Q: 3 clusters Score -379605.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -379618.656250 Penalty: 2677.008789
	Iteration 15Q: 3 clusters Score -379618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -379622.156250 Penalty: 2677.008789
	Iteration 16Q: 3 clusters Score -379622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -379624.843750 Penalty: 2677.008789
	Iteration 17Q: 3 clusters Score -379624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -379624.281250 Penalty: 2677.008789
	Iteration 18Q: 3 clusters Score -379624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -379624.281250 Penalty: 2677.008789
	Iteration 19F: 3 clusters Score -379624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 1152 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 2626 members 
Entering Unmasked Estep 
Score: -101036040.000000 Penalty: 98589.312500
Splitting cluster 32 changes total score from -101036192.000000 to -101036040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10325.818359 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -10325.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9781.733398 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -9781.733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9961.165039 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -9961.165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10047.630859 Penalty: 1705.282837
	Iteration 2F: 3 clusters Score -10047.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10099.571289 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -10099.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10156.927734 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -10156.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10267.999023 Penalty: 1705.282837
	Iteration 5Q: 3 clusters Score -10268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10404.791016 Penalty: 1705.282837
	Iteration 6F: 3 clusters Score -10404.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10636.257812 Penalty: 1705.282837
	Iteration 7F: 3 clusters Score -10636.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10764.634766 Penalty: 1705.282837
	Iteration 8F: 3 clusters Score -10764.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10857.974609 Penalty: 1705.282837
	Iteration 9Q: 3 clusters Score -10857.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10905.300781 Penalty: 1705.282837
	Iteration 10Q: 3 clusters Score -10905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10951.856445 Penalty: 1705.282837
	Iteration 11Q: 3 clusters Score -10951.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10951.856445 Penalty: 1705.282837
	Iteration 12F: 3 clusters Score -10951.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 52 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 138 members 
Entering Unmasked Estep 
Score: -101035480.000000 Penalty: 98589.312500
Splitting cluster 33 changes total score from -101036192.000000 to -101035480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -1294099.750000 Penalty: 1525.927856
	Iteration 0F: 2 clusters Score -1294100 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 5966 members 
Entering Unmasked Estep 
Score: -1285634.250000 Penalty: 3051.855713
	Iteration 0F: 3 clusters Score -1285634 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1288498.375000 Penalty: 3051.855713
	Iteration 1F: 3 clusters Score -1288498 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1288719.875000 Penalty: 3051.855713
	Iteration 2F: 3 clusters Score -1288720 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1288880.500000 Penalty: 3051.855713
	Iteration 3Q: 3 clusters Score -1288880 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1289033.875000 Penalty: 3051.855713
	Iteration 4Q: 3 clusters Score -1289034 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1289171.500000 Penalty: 3051.855713
	Iteration 5Q: 3 clusters Score -1289172 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1289307.000000 Penalty: 3051.855713
	Iteration 6Q: 3 clusters Score -1289307 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1289424.875000 Penalty: 3051.855713
	Iteration 7Q: 3 clusters Score -1289425 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1289573.375000 Penalty: 3051.855713
	Iteration 8Q: 3 clusters Score -1289573 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1289766.875000 Penalty: 3051.855713
	Iteration 9Q: 3 clusters Score -1289767 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1290012.625000 Penalty: 3051.855713
	Iteration 10Q: 3 clusters Score -1290013 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1290309.250000 Penalty: 3051.855713
	Iteration 11Q: 3 clusters Score -1290309 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1290709.125000 Penalty: 3051.855713
	Iteration 12F: 3 clusters Score -1290709 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1291148.000000 Penalty: 3051.855713
	Iteration 13F: 3 clusters Score -1291148 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1291622.375000 Penalty: 3051.855713
	Iteration 14F: 3 clusters Score -1291622 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1292032.250000 Penalty: 3051.855713
	Iteration 15Q: 3 clusters Score -1292032 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1292368.500000 Penalty: 3051.855713
	Iteration 16Q: 3 clusters Score -1292368 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1292569.375000 Penalty: 3051.855713
	Iteration 17Q: 3 clusters Score -1292569 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1292693.500000 Penalty: 3051.855713
	Iteration 18Q: 3 clusters Score -1292694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1292768.500000 Penalty: 3051.855713
	Iteration 19Q: 3 clusters Score -1292768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1292813.750000 Penalty: 3051.855713
	Iteration 20F: 3 clusters Score -1292814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1292841.250000 Penalty: 3051.855713
	Iteration 21Q: 3 clusters Score -1292841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1292869.500000 Penalty: 3051.855713
	Iteration 22Q: 3 clusters Score -1292870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1292885.375000 Penalty: 3051.855713
	Iteration 23Q: 3 clusters Score -1292885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1292895.375000 Penalty: 3051.855713
	Iteration 24Q: 3 clusters Score -1292895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1292900.125000 Penalty: 3051.855713
	Iteration 25Q: 3 clusters Score -1292900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1292902.750000 Penalty: 3051.855713
	Iteration 26Q: 3 clusters Score -1292903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1292907.875000 Penalty: 3051.855713
	Iteration 27Q: 3 clusters Score -1292908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1292911.375000 Penalty: 3051.855713
	Iteration 28Q: 3 clusters Score -1292911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1292913.500000 Penalty: 3051.855713
	Iteration 29Q: 3 clusters Score -1292914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1292917.750000 Penalty: 3051.855713
	Iteration 30Q: 3 clusters Score -1292918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1292921.000000 Penalty: 3051.855713
	Iteration 31Q: 3 clusters Score -1292921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1292920.875000 Penalty: 3051.855713
	Iteration 32Q: 3 clusters Score -1292921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1292919.500000 Penalty: 3051.855713
	Iteration 33Q: 3 clusters Score -1292920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1292923.125000 Penalty: 3051.855713
	Iteration 34Q: 3 clusters Score -1292923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1292923.125000 Penalty: 3051.855713
	Iteration 35F: 3 clusters Score -1292923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -166902.484375 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -166902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -165015.437500 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -165015.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165476.781250 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -165476.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165673.812500 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -165673.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -165876.671875 Penalty: 2417.665771
	Iteration 3F: 3 clusters Score -165876.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -166046.421875 Penalty: 2417.665771
	Iteration 4F: 3 clusters Score -166046.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -166164.187500 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -166164.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -166256.453125 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -166256.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -166327.656250 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -166327.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -166367.562500 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -166367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -166391.437500 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -166391.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -166403.500000 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -166403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -166407.531250 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -166407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -166410.531250 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -166410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -166412.359375 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -166412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -166414.593750 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -166414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -166415.265625 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -166415.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -166415.265625 Penalty: 2417.665771
	Iteration 16F: 3 clusters Score -166415.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -59501.453125 Penalty: 1066.167480
	Iteration 0F: 2 clusters Score -59501.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -58288.070312 Penalty: 2132.334961
	Iteration 0F: 3 clusters Score -58288.07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58526.023438 Penalty: 2132.334961
	Iteration 1F: 3 clusters Score -58526.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58685.945312 Penalty: 2132.334961
	Iteration 2F: 3 clusters Score -58685.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58822.058594 Penalty: 2132.334961
	Iteration 3F: 3 clusters Score -58822.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58903.324219 Penalty: 2132.334961
	Iteration 4F: 3 clusters Score -58903.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58941.621094 Penalty: 2132.334961
	Iteration 5Q: 3 clusters Score -58941.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58978.390625 Penalty: 2132.334961
	Iteration 6Q: 3 clusters Score -58978.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59023.542969 Penalty: 2132.334961
	Iteration 7Q: 3 clusters Score -59023.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59065.019531 Penalty: 2132.334961
	Iteration 8Q: 3 clusters Score -59065.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59083.171875 Penalty: 2132.334961
	Iteration 9Q: 3 clusters Score -59083.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59094.226562 Penalty: 2132.334961
	Iteration 10Q: 3 clusters Score -59094.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59103.597656 Penalty: 2132.334961
	Iteration 11Q: 3 clusters Score -59103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59111.089844 Penalty: 2132.334961
	Iteration 12Q: 3 clusters Score -59111.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59111.894531 Penalty: 2132.334961
	Iteration 13Q: 3 clusters Score -59111.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59111.894531 Penalty: 2132.334961
	Iteration 14F: 3 clusters Score -59111.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Entering Unmasked Estep 
Score: -1510511.625000 Penalty: 1549.641724
	Iteration 0F: 2 clusters Score -1510512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1500894.875000 Penalty: 3099.283447
	Iteration 0F: 3 clusters Score -1500895 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1504167.750000 Penalty: 3099.283447
	Iteration 1F: 3 clusters Score -1504168 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1504498.250000 Penalty: 3099.283447
	Iteration 2F: 3 clusters Score -1504498 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1504829.375000 Penalty: 3099.283447
	Iteration 3F: 3 clusters Score -1504829 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1505129.750000 Penalty: 3099.283447
	Iteration 4Q: 3 clusters Score -1505130 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1505445.750000 Penalty: 3099.283447
	Iteration 5Q: 3 clusters Score -1505446 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1505809.625000 Penalty: 3099.283447
	Iteration 6Q: 3 clusters Score -1505810 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1506215.750000 Penalty: 3099.283447
	Iteration 7Q: 3 clusters Score -1506216 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1506694.875000 Penalty: 3099.283447
	Iteration 8Q: 3 clusters Score -1506695 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1507190.750000 Penalty: 3099.283447
	Iteration 9Q: 3 clusters Score -1507191 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1507662.375000 Penalty: 3099.283447
	Iteration 10Q: 3 clusters Score -1507662 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1508059.375000 Penalty: 3099.283447
	Iteration 11Q: 3 clusters Score -1508059 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1508293.500000 Penalty: 3099.283447
	Iteration 12Q: 3 clusters Score -1508294 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1508432.750000 Penalty: 3099.283447
	Iteration 13Q: 3 clusters Score -1508433 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1508546.000000 Penalty: 3099.283447
	Iteration 14Q: 3 clusters Score -1508546 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1508663.000000 Penalty: 3099.283447
	Iteration 15Q: 3 clusters Score -1508663 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1508766.500000 Penalty: 3099.283447
	Iteration 16Q: 3 clusters Score -1508766 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1508855.000000 Penalty: 3099.283447
	Iteration 17Q: 3 clusters Score -1508855 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1508927.375000 Penalty: 3099.283447
	Iteration 18Q: 3 clusters Score -1508927 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1509000.750000 Penalty: 3099.283447
	Iteration 19Q: 3 clusters Score -1509001 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1509050.250000 Penalty: 3099.283447
	Iteration 20F: 3 clusters Score -1509050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1509085.500000 Penalty: 3099.283447
	Iteration 21Q: 3 clusters Score -1509086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1509111.250000 Penalty: 3099.283447
	Iteration 22Q: 3 clusters Score -1509111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1509127.125000 Penalty: 3099.283447
	Iteration 23Q: 3 clusters Score -1509127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1509138.750000 Penalty: 3099.283447
	Iteration 24Q: 3 clusters Score -1509139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1509155.750000 Penalty: 3099.283447
	Iteration 25Q: 3 clusters Score -1509156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1509161.375000 Penalty: 3099.283447
	Iteration 26Q: 3 clusters Score -1509161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1509165.875000 Penalty: 3099.283447
	Iteration 27Q: 3 clusters Score -1509166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1509164.000000 Penalty: 3099.283447
	Iteration 28Q: 3 clusters Score -1509164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1509164.750000 Penalty: 3099.283447
	Iteration 29Q: 3 clusters Score -1509165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1509166.000000 Penalty: 3099.283447
	Iteration 30Q: 3 clusters Score -1509166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1509163.000000 Penalty: 3099.283447
	Iteration 31Q: 3 clusters Score -1509163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1509163.250000 Penalty: 3099.283447
	Iteration 32Q: 3 clusters Score -1509163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1509163.625000 Penalty: 3099.283447
	Iteration 33Q: 3 clusters Score -1509164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1509168.375000 Penalty: 3099.283447
	Iteration 34Q: 3 clusters Score -1509168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1509167.000000 Penalty: 3099.283447
	Iteration 35Q: 3 clusters Score -1509167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1509167.000000 Penalty: 3099.283447
	Iteration 36F: 3 clusters Score -1509167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -21202.689453 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -21202.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20390.486328 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -20390.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20658.105469 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -20658.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20853.095703 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -20853.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20987.962891 Penalty: 1853.729370
	Iteration 3F: 3 clusters Score -20987.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21083.917969 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -21083.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21159.927734 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -21159.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21200.466797 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -21200.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21256.289062 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -21256.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21321.730469 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -21321.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21376.814453 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -21376.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21379.876953 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -21379.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21387.019531 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -21387.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21394.064453 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -21394.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21402.617188 Penalty: 1853.729370
	Iteration 13F: 3 clusters Score -21402.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21500.265625 Penalty: 1853.729370
	Iteration 14Q: 3 clusters Score -21500.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21509.160156 Penalty: 1853.729370
	Iteration 15Q: 3 clusters Score -21509.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21514.105469 Penalty: 1853.729370
	Iteration 16Q: 3 clusters Score -21514.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21518.072266 Penalty: 1853.729370
	Iteration 17Q: 3 clusters Score -21518.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21520.865234 Penalty: 1853.729370
	Iteration 18Q: 3 clusters Score -21520.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21520.865234 Penalty: 1853.729370
	Iteration 19F: 3 clusters Score -21520.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 150 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 150 members 
Entering Unmasked Estep 
Score: -101035200.000000 Penalty: 98589.312500
Splitting cluster 38 changes total score from -101036192.000000 to -101035200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (179635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179635 members 
Entering Unmasked Estep 
Score: -19457056.000000 Penalty: 1966.035889
	Iteration 0F: 2 clusters Score -1.945706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -19358588.000000 Penalty: 3932.071777
	Iteration 0F: 3 clusters Score -1.935859e+07 nChanged 86868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 99915 members 
Entering Unmasked Estep 
Score: -19410814.000000 Penalty: 3932.071777
	Iteration 1F: 3 clusters Score -1.941081e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -19413008.000000 Penalty: 3932.071777
	Iteration 2Q: 3 clusters Score -1.941301e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -19416850.000000 Penalty: 3932.071777
	Iteration 3F: 3 clusters Score -1.941685e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -19423028.000000 Penalty: 3932.071777
	Iteration 4F: 3 clusters Score -1.942303e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -19431522.000000 Penalty: 3932.071777
	Iteration 5F: 3 clusters Score -1.943152e+07 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -19440778.000000 Penalty: 3932.071777
	Iteration 6F: 3 clusters Score -1.944078e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 162481 members 
Entering Unmasked Estep 
Score: -19448892.000000 Penalty: 3932.071777
	Iteration 7F: 3 clusters Score -1.944889e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -19453912.000000 Penalty: 3932.071777
	Iteration 8Q: 3 clusters Score -1.945391e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 174277 members 
Entering Unmasked Estep 
Score: -19455632.000000 Penalty: 3932.071777
	Iteration 9Q: 3 clusters Score -1.945563e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -19455556.000000 Penalty: 3932.071777
	Iteration 10Q: 3 clusters Score -1.945556e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 178191 members 
Entering Unmasked Estep 
Score: -19455600.000000 Penalty: 3932.071777
	Iteration 11Q: 3 clusters Score -1.94556e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 178843 members 
Entering Unmasked Estep 
Score: -19455516.000000 Penalty: 3932.071777
	Iteration 12Q: 3 clusters Score -1.945552e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179137 members 
Entering Unmasked Estep 
Score: -19455556.000000 Penalty: 3932.071777
	Iteration 13Q: 3 clusters Score -1.945556e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 179253 members 
Entering Unmasked Estep 
Score: -19455562.000000 Penalty: 3932.071777
	Iteration 14Q: 3 clusters Score -1.945556e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 179320 members 
Entering Unmasked Estep 
Score: -19455634.000000 Penalty: 3932.071777
	Iteration 15Q: 3 clusters Score -1.945563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 179350 members 
Entering Unmasked Estep 
Score: -19455654.000000 Penalty: 3932.071777
	Iteration 16Q: 3 clusters Score -1.945565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179366 members 
Entering Unmasked Estep 
Score: -19455642.000000 Penalty: 3932.071777
	Iteration 17Q: 3 clusters Score -1.945564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -19455636.000000 Penalty: 3932.071777
	Iteration 18Q: 3 clusters Score -1.945564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 179371 members 
Entering Unmasked Estep 
Score: -19455632.000000 Penalty: 3932.071777
	Iteration 19Q: 3 clusters Score -1.945563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -19455642.000000 Penalty: 3932.071777
	Iteration 20F: 3 clusters Score -1.945564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 179379 members 
Entering Unmasked Estep 
Score: -19455646.000000 Penalty: 3932.071777
	Iteration 21Q: 3 clusters Score -1.945565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179384 members 
Entering Unmasked Estep 
Score: -19455638.000000 Penalty: 3932.071777
	Iteration 22Q: 3 clusters Score -1.945564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 179386 members 
Entering Unmasked Estep 
Score: -19455644.000000 Penalty: 3932.071777
	Iteration 23Q: 3 clusters Score -1.945564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 179390 members 
Entering Unmasked Estep 
Score: -19455626.000000 Penalty: 3932.071777
	Iteration 24Q: 3 clusters Score -1.945563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -19455634.000000 Penalty: 3932.071777
	Iteration 25Q: 3 clusters Score -1.945563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -19455634.000000 Penalty: 3932.071777
	Iteration 26F: 3 clusters Score -1.945563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -32250.296875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -32250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31310.041016 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -31310.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31500.363281 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -31500.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31621.748047 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -31621.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31732.009766 Penalty: 1923.640503
	Iteration 3F: 3 clusters Score -31732.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31874.224609 Penalty: 1923.640503
	Iteration 4F: 3 clusters Score -31874.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32074.277344 Penalty: 1923.640503
	Iteration 5F: 3 clusters Score -32074.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32190.869141 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -32190.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32331.556641 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -32331.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32497.623047 Penalty: 1923.640503
	Iteration 8F: 3 clusters Score -32497.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32600.097656 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -32600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32642.458984 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -32642.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32642.458984 Penalty: 1923.640503
	Iteration 11F: 3 clusters Score -32642.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 181 members 
Entering Unmasked Estep 
Score: -101035328.000000 Penalty: 98589.312500
Splitting cluster 40 changes total score from -101036192.000000 to -101035328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -50929.914062 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -50929.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49808.890625 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -49808.89 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50025.164062 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -50025.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50061.289062 Penalty: 2079.002197
	Iteration 2Q: 3 clusters Score -50061.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50082.210938 Penalty: 2079.002197
	Iteration 3Q: 3 clusters Score -50082.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50090.625000 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -50090.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50101.898438 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -50101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50111.898438 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -50111.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50130.292969 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -50130.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50150.828125 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -50150.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50165.125000 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -50165.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50173.050781 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -50173.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50180.375000 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -50180.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50189.921875 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -50189.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50201.421875 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -50201.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50208.015625 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -50208.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50217.082031 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -50217.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50226.707031 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -50226.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50244.058594 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -50244.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50261.292969 Penalty: 2079.002197
	Iteration 18Q: 3 clusters Score -50261.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50270.636719 Penalty: 2079.002197
	Iteration 19Q: 3 clusters Score -50270.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50281.222656 Penalty: 2079.002197
	Iteration 20F: 3 clusters Score -50281.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50284.324219 Penalty: 2079.002197
	Iteration 21Q: 3 clusters Score -50284.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50290.750000 Penalty: 2079.002197
	Iteration 22Q: 3 clusters Score -50290.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50294.687500 Penalty: 2079.002197
	Iteration 23Q: 3 clusters Score -50294.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50297.796875 Penalty: 2079.002197
	Iteration 24Q: 3 clusters Score -50297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50297.796875 Penalty: 2079.002197
	Iteration 25F: 3 clusters Score -50297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Entering Unmasked Estep 
Score: -1072649.625000 Penalty: 1507.264282
	Iteration 0F: 2 clusters Score -1072650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1065048.125000 Penalty: 3014.528564
	Iteration 0F: 3 clusters Score -1065048 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1067551.500000 Penalty: 3014.528564
	Iteration 1F: 3 clusters Score -1067552 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1067831.875000 Penalty: 3014.528564
	Iteration 2F: 3 clusters Score -1067832 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1068079.250000 Penalty: 3014.528564
	Iteration 3F: 3 clusters Score -1068079 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1068295.875000 Penalty: 3014.528564
	Iteration 4Q: 3 clusters Score -1068296 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1068488.500000 Penalty: 3014.528564
	Iteration 5Q: 3 clusters Score -1068488 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1068674.250000 Penalty: 3014.528564
	Iteration 6Q: 3 clusters Score -1068674 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1068881.875000 Penalty: 3014.528564
	Iteration 7Q: 3 clusters Score -1068882 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1069072.125000 Penalty: 3014.528564
	Iteration 8Q: 3 clusters Score -1069072 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1069245.375000 Penalty: 3014.528564
	Iteration 9Q: 3 clusters Score -1069245 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1069412.625000 Penalty: 3014.528564
	Iteration 10Q: 3 clusters Score -1069413 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1069544.250000 Penalty: 3014.528564
	Iteration 11Q: 3 clusters Score -1069544 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1069632.625000 Penalty: 3014.528564
	Iteration 12Q: 3 clusters Score -1069633 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1069702.125000 Penalty: 3014.528564
	Iteration 13Q: 3 clusters Score -1069702 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1069767.375000 Penalty: 3014.528564
	Iteration 14Q: 3 clusters Score -1069767 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1069835.625000 Penalty: 3014.528564
	Iteration 15Q: 3 clusters Score -1069836 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1069900.875000 Penalty: 3014.528564
	Iteration 16Q: 3 clusters Score -1069901 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1069952.500000 Penalty: 3014.528564
	Iteration 17Q: 3 clusters Score -1069952 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1069988.875000 Penalty: 3014.528564
	Iteration 18Q: 3 clusters Score -1069989 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1070025.125000 Penalty: 3014.528564
	Iteration 19Q: 3 clusters Score -1070025 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1070047.875000 Penalty: 3014.528564
	Iteration 20F: 3 clusters Score -1070048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1070065.250000 Penalty: 3014.528564
	Iteration 21Q: 3 clusters Score -1070065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1070082.250000 Penalty: 3014.528564
	Iteration 22Q: 3 clusters Score -1070082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1070096.750000 Penalty: 3014.528564
	Iteration 23Q: 3 clusters Score -1070097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1070113.625000 Penalty: 3014.528564
	Iteration 24Q: 3 clusters Score -1070114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1070133.625000 Penalty: 3014.528564
	Iteration 25Q: 3 clusters Score -1070134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1070155.875000 Penalty: 3014.528564
	Iteration 26Q: 3 clusters Score -1070156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1070174.875000 Penalty: 3014.528564
	Iteration 27Q: 3 clusters Score -1070175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1070196.875000 Penalty: 3014.528564
	Iteration 28Q: 3 clusters Score -1070197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1070218.625000 Penalty: 3014.528564
	Iteration 29Q: 3 clusters Score -1070219 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1070240.750000 Penalty: 3014.528564
	Iteration 30Q: 3 clusters Score -1070241 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1070267.250000 Penalty: 3014.528564
	Iteration 31Q: 3 clusters Score -1070267 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1070286.750000 Penalty: 3014.528564
	Iteration 32Q: 3 clusters Score -1070287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1070304.125000 Penalty: 3014.528564
	Iteration 33Q: 3 clusters Score -1070304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1070330.625000 Penalty: 3014.528564
	Iteration 34Q: 3 clusters Score -1070331 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1070347.250000 Penalty: 3014.528564
	Iteration 35Q: 3 clusters Score -1070347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1070365.125000 Penalty: 3014.528564
	Iteration 36Q: 3 clusters Score -1070365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1070385.000000 Penalty: 3014.528564
	Iteration 37Q: 3 clusters Score -1070385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1070399.250000 Penalty: 3014.528564
	Iteration 38Q: 3 clusters Score -1070399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1070415.250000 Penalty: 3014.528564
	Iteration 39Q: 3 clusters Score -1070415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1070439.875000 Penalty: 3014.528564
	Iteration 40F: 3 clusters Score -1070440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1070464.875000 Penalty: 3014.528564
	Iteration 41Q: 3 clusters Score -1070465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1070486.125000 Penalty: 3014.528564
	Iteration 42Q: 3 clusters Score -1070486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1070505.625000 Penalty: 3014.528564
	Iteration 43Q: 3 clusters Score -1070506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1070531.750000 Penalty: 3014.528564
	Iteration 44Q: 3 clusters Score -1070532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1070553.125000 Penalty: 3014.528564
	Iteration 45Q: 3 clusters Score -1070553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1070576.375000 Penalty: 3014.528564
	Iteration 46Q: 3 clusters Score -1070576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1070604.625000 Penalty: 3014.528564
	Iteration 47Q: 3 clusters Score -1070605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1070637.000000 Penalty: 3014.528564
	Iteration 48Q: 3 clusters Score -1070637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1070666.000000 Penalty: 3014.528564
	Iteration 49Q: 3 clusters Score -1070666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1070688.500000 Penalty: 3014.528564
	Iteration 50Q: 3 clusters Score -1070688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1070706.500000 Penalty: 3014.528564
	Iteration 51Q: 3 clusters Score -1070706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1070735.375000 Penalty: 3014.528564
	Iteration 52Q: 3 clusters Score -1070735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1070756.000000 Penalty: 3014.528564
	Iteration 53Q: 3 clusters Score -1070756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1070778.375000 Penalty: 3014.528564
	Iteration 54Q: 3 clusters Score -1070778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1070806.125000 Penalty: 3014.528564
	Iteration 55Q: 3 clusters Score -1070806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1070838.000000 Penalty: 3014.528564
	Iteration 56Q: 3 clusters Score -1070838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1070866.375000 Penalty: 3014.528564
	Iteration 57Q: 3 clusters Score -1070866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1070894.875000 Penalty: 3014.528564
	Iteration 58Q: 3 clusters Score -1070895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1070931.000000 Penalty: 3014.528564
	Iteration 59Q: 3 clusters Score -1070931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1070965.125000 Penalty: 3014.528564
	Iteration 60F: 3 clusters Score -1070965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1070996.250000 Penalty: 3014.528564
	Iteration 61Q: 3 clusters Score -1070996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1071039.125000 Penalty: 3014.528564
	Iteration 62Q: 3 clusters Score -1071039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1071072.875000 Penalty: 3014.528564
	Iteration 63Q: 3 clusters Score -1071073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1071099.250000 Penalty: 3014.528564
	Iteration 64Q: 3 clusters Score -1071099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1071126.750000 Penalty: 3014.528564
	Iteration 65Q: 3 clusters Score -1071127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1071148.500000 Penalty: 3014.528564
	Iteration 66Q: 3 clusters Score -1071148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1071171.000000 Penalty: 3014.528564
	Iteration 67Q: 3 clusters Score -1071171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1071192.375000 Penalty: 3014.528564
	Iteration 68Q: 3 clusters Score -1071192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1071208.375000 Penalty: 3014.528564
	Iteration 69Q: 3 clusters Score -1071208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1071218.250000 Penalty: 3014.528564
	Iteration 70Q: 3 clusters Score -1071218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1071228.875000 Penalty: 3014.528564
	Iteration 71Q: 3 clusters Score -1071229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1071241.125000 Penalty: 3014.528564
	Iteration 72Q: 3 clusters Score -1071241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1071256.250000 Penalty: 3014.528564
	Iteration 73Q: 3 clusters Score -1071256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1071266.250000 Penalty: 3014.528564
	Iteration 74Q: 3 clusters Score -1071266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1071277.875000 Penalty: 3014.528564
	Iteration 75Q: 3 clusters Score -1071278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1071287.750000 Penalty: 3014.528564
	Iteration 76Q: 3 clusters Score -1071288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1071296.125000 Penalty: 3014.528564
	Iteration 77Q: 3 clusters Score -1071296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1071299.625000 Penalty: 3014.528564
	Iteration 78Q: 3 clusters Score -1071300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1071311.500000 Penalty: 3014.528564
	Iteration 79Q: 3 clusters Score -1071312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1071324.250000 Penalty: 3014.528564
	Iteration 80F: 3 clusters Score -1071324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1071336.375000 Penalty: 3014.528564
	Iteration 81Q: 3 clusters Score -1071336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1071342.125000 Penalty: 3014.528564
	Iteration 82Q: 3 clusters Score -1071342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1071347.875000 Penalty: 3014.528564
	Iteration 83Q: 3 clusters Score -1071348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1071355.250000 Penalty: 3014.528564
	Iteration 84Q: 3 clusters Score -1071355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1071361.250000 Penalty: 3014.528564
	Iteration 85Q: 3 clusters Score -1071361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1071362.250000 Penalty: 3014.528564
	Iteration 86Q: 3 clusters Score -1071362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1071363.625000 Penalty: 3014.528564
	Iteration 87Q: 3 clusters Score -1071364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1071363.750000 Penalty: 3014.528564
	Iteration 88Q: 3 clusters Score -1071364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1071362.750000 Penalty: 3014.528564
	Iteration 89Q: 3 clusters Score -1071363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1071363.250000 Penalty: 3014.528564
	Iteration 90Q: 3 clusters Score -1071363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1071363.250000 Penalty: 3014.528564
	Iteration 91F: 3 clusters Score -1071363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -153497.265625 Penalty: 1205.551880
	Iteration 0F: 2 clusters Score -153497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151669.109375 Penalty: 2411.103760
	Iteration 0F: 3 clusters Score -151669.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152199.875000 Penalty: 2411.103760
	Iteration 1F: 3 clusters Score -152199.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152357.109375 Penalty: 2411.103760
	Iteration 2F: 3 clusters Score -152357.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152457.750000 Penalty: 2411.103760
	Iteration 3F: 3 clusters Score -152457.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152530.421875 Penalty: 2411.103760
	Iteration 4Q: 3 clusters Score -152530.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152599.703125 Penalty: 2411.103760
	Iteration 5Q: 3 clusters Score -152599.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -152690.187500 Penalty: 2411.103760
	Iteration 6Q: 3 clusters Score -152690.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152805.906250 Penalty: 2411.103760
	Iteration 7Q: 3 clusters Score -152805.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152899.156250 Penalty: 2411.103760
	Iteration 8Q: 3 clusters Score -152899.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152996.281250 Penalty: 2411.103760
	Iteration 9Q: 3 clusters Score -152996.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153067.453125 Penalty: 2411.103760
	Iteration 10Q: 3 clusters Score -153067.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -153109.171875 Penalty: 2411.103760
	Iteration 11Q: 3 clusters Score -153109.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -153122.718750 Penalty: 2411.103760
	Iteration 12Q: 3 clusters Score -153122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -153125.625000 Penalty: 2411.103760
	Iteration 13Q: 3 clusters Score -153125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -153129.671875 Penalty: 2411.103760
	Iteration 14Q: 3 clusters Score -153129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153131.546875 Penalty: 2411.103760
	Iteration 15Q: 3 clusters Score -153131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153131.984375 Penalty: 2411.103760
	Iteration 16Q: 3 clusters Score -153132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -153133.015625 Penalty: 2411.103760
	Iteration 17Q: 3 clusters Score -153133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -153135.578125 Penalty: 2411.103760
	Iteration 18Q: 3 clusters Score -153135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -153138.546875 Penalty: 2411.103760
	Iteration 19Q: 3 clusters Score -153138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153143.687500 Penalty: 2411.103760
	Iteration 20F: 3 clusters Score -153143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153148.953125 Penalty: 2411.103760
	Iteration 21Q: 3 clusters Score -153149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -153152.687500 Penalty: 2411.103760
	Iteration 22Q: 3 clusters Score -153152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -153153.609375 Penalty: 2411.103760
	Iteration 23Q: 3 clusters Score -153153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -153156.921875 Penalty: 2411.103760
	Iteration 24Q: 3 clusters Score -153156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -153162.562500 Penalty: 2411.103760
	Iteration 25Q: 3 clusters Score -153162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -153164.453125 Penalty: 2411.103760
	Iteration 26Q: 3 clusters Score -153164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -153165.765625 Penalty: 2411.103760
	Iteration 27Q: 3 clusters Score -153165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153167.437500 Penalty: 2411.103760
	Iteration 28Q: 3 clusters Score -153167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -153168.156250 Penalty: 2411.103760
	Iteration 29Q: 3 clusters Score -153168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153168.562500 Penalty: 2411.103760
	Iteration 30Q: 3 clusters Score -153168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153170.765625 Penalty: 2411.103760
	Iteration 31Q: 3 clusters Score -153170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -153172.421875 Penalty: 2411.103760
	Iteration 32Q: 3 clusters Score -153172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -153174.046875 Penalty: 2411.103760
	Iteration 33Q: 3 clusters Score -153174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -153174.046875 Penalty: 2411.103760
	Iteration 34F: 3 clusters Score -153174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036200.000000 Penalty: 96348.648438
Iteration 279Q: 44 clusters Score -1.010362e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6214 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036168.000000 Penalty: 96348.648438
Iteration 280F: 44 clusters Score -1.010362e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89318 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6213 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175824 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036176.000000 Penalty: 96348.648438
Iteration 281Q: 44 clusters Score -1.010362e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6214 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175824 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036192.000000 Penalty: 96348.648438
Iteration 282Q: 44 clusters Score -1.010362e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036208.000000 Penalty: 96348.648438
Iteration 283Q: 44 clusters Score -1.010362e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036208.000000 Penalty: 96348.648438
Iteration 284F: 44 clusters Score -1.010362e+08 nChanged 0
Entering ConstructFrom: 
Score: -101036208.000000 Penalty: 96348.648438
Entering ConstructFrom: 
Trying to split cluster 1 (7608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Entering Unmasked Estep 
Score: -781248.375000 Penalty: 1452.255249
	Iteration 0F: 2 clusters Score -781248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -775604.500000 Penalty: 2904.510498
	Iteration 0F: 3 clusters Score -775604.5 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -777364.625000 Penalty: 2904.510498
	Iteration 1F: 3 clusters Score -777364.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -777568.437500 Penalty: 2904.510498
	Iteration 2F: 3 clusters Score -777568.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -777731.937500 Penalty: 2904.510498
	Iteration 3Q: 3 clusters Score -777731.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -777847.062500 Penalty: 2904.510498
	Iteration 4Q: 3 clusters Score -777847.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -777929.375000 Penalty: 2904.510498
	Iteration 5Q: 3 clusters Score -777929.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -777999.437500 Penalty: 2904.510498
	Iteration 6Q: 3 clusters Score -777999.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -778053.687500 Penalty: 2904.510498
	Iteration 7Q: 3 clusters Score -778053.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -778113.062500 Penalty: 2904.510498
	Iteration 8Q: 3 clusters Score -778113.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -778171.062500 Penalty: 2904.510498
	Iteration 9Q: 3 clusters Score -778171.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -778228.750000 Penalty: 2904.510498
	Iteration 10Q: 3 clusters Score -778228.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -778285.750000 Penalty: 2904.510498
	Iteration 11Q: 3 clusters Score -778285.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -778337.562500 Penalty: 2904.510498
	Iteration 12Q: 3 clusters Score -778337.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -778389.562500 Penalty: 2904.510498
	Iteration 13Q: 3 clusters Score -778389.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -778441.625000 Penalty: 2904.510498
	Iteration 14Q: 3 clusters Score -778441.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -778502.250000 Penalty: 2904.510498
	Iteration 15Q: 3 clusters Score -778502.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -778565.625000 Penalty: 2904.510498
	Iteration 16Q: 3 clusters Score -778565.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -778637.375000 Penalty: 2904.510498
	Iteration 17Q: 3 clusters Score -778637.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -778713.375000 Penalty: 2904.510498
	Iteration 18Q: 3 clusters Score -778713.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -778777.187500 Penalty: 2904.510498
	Iteration 19Q: 3 clusters Score -778777.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -778848.437500 Penalty: 2904.510498
	Iteration 20F: 3 clusters Score -778848.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -778913.625000 Penalty: 2904.510498
	Iteration 21Q: 3 clusters Score -778913.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -778962.562500 Penalty: 2904.510498
	Iteration 22Q: 3 clusters Score -778962.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -778987.250000 Penalty: 2904.510498
	Iteration 23Q: 3 clusters Score -778987.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -779002.750000 Penalty: 2904.510498
	Iteration 24Q: 3 clusters Score -779002.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -779022.625000 Penalty: 2904.510498
	Iteration 25Q: 3 clusters Score -779022.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -779047.687500 Penalty: 2904.510498
	Iteration 26Q: 3 clusters Score -779047.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -779072.062500 Penalty: 2904.510498
	Iteration 27Q: 3 clusters Score -779072.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -779095.812500 Penalty: 2904.510498
	Iteration 28Q: 3 clusters Score -779095.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -779122.875000 Penalty: 2904.510498
	Iteration 29Q: 3 clusters Score -779122.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -779147.625000 Penalty: 2904.510498
	Iteration 30Q: 3 clusters Score -779147.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -779179.062500 Penalty: 2904.510498
	Iteration 31Q: 3 clusters Score -779179.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -779206.437500 Penalty: 2904.510498
	Iteration 32Q: 3 clusters Score -779206.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -779229.187500 Penalty: 2904.510498
	Iteration 33Q: 3 clusters Score -779229.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -779243.437500 Penalty: 2904.510498
	Iteration 34Q: 3 clusters Score -779243.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -779257.062500 Penalty: 2904.510498
	Iteration 35Q: 3 clusters Score -779257.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -779276.562500 Penalty: 2904.510498
	Iteration 36Q: 3 clusters Score -779276.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -779296.625000 Penalty: 2904.510498
	Iteration 37Q: 3 clusters Score -779296.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -779317.125000 Penalty: 2904.510498
	Iteration 38Q: 3 clusters Score -779317.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -779344.875000 Penalty: 2904.510498
	Iteration 39Q: 3 clusters Score -779344.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -779375.875000 Penalty: 2904.510498
	Iteration 40F: 3 clusters Score -779375.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -779404.437500 Penalty: 2904.510498
	Iteration 41Q: 3 clusters Score -779404.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -779431.312500 Penalty: 2904.510498
	Iteration 42Q: 3 clusters Score -779431.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -779464.687500 Penalty: 2904.510498
	Iteration 43Q: 3 clusters Score -779464.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -779503.562500 Penalty: 2904.510498
	Iteration 44Q: 3 clusters Score -779503.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -779532.062500 Penalty: 2904.510498
	Iteration 45Q: 3 clusters Score -779532.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -779564.937500 Penalty: 2904.510498
	Iteration 46Q: 3 clusters Score -779564.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -779591.375000 Penalty: 2904.510498
	Iteration 47Q: 3 clusters Score -779591.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -779622.187500 Penalty: 2904.510498
	Iteration 48Q: 3 clusters Score -779622.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -779657.875000 Penalty: 2904.510498
	Iteration 49Q: 3 clusters Score -779657.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -779700.875000 Penalty: 2904.510498
	Iteration 50Q: 3 clusters Score -779700.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -779749.250000 Penalty: 2904.510498
	Iteration 51Q: 3 clusters Score -779749.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -779792.812500 Penalty: 2904.510498
	Iteration 52Q: 3 clusters Score -779792.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -779827.562500 Penalty: 2904.510498
	Iteration 53Q: 3 clusters Score -779827.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -779864.625000 Penalty: 2904.510498
	Iteration 54Q: 3 clusters Score -779864.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -779890.812500 Penalty: 2904.510498
	Iteration 55Q: 3 clusters Score -779890.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -779913.312500 Penalty: 2904.510498
	Iteration 56Q: 3 clusters Score -779913.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -779934.687500 Penalty: 2904.510498
	Iteration 57Q: 3 clusters Score -779934.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -779957.312500 Penalty: 2904.510498
	Iteration 58Q: 3 clusters Score -779957.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -779978.375000 Penalty: 2904.510498
	Iteration 59Q: 3 clusters Score -779978.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -779997.000000 Penalty: 2904.510498
	Iteration 60F: 3 clusters Score -779997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -780020.000000 Penalty: 2904.510498
	Iteration 61Q: 3 clusters Score -780020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -780042.875000 Penalty: 2904.510498
	Iteration 62Q: 3 clusters Score -780042.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -780063.062500 Penalty: 2904.510498
	Iteration 63Q: 3 clusters Score -780063.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -780089.437500 Penalty: 2904.510498
	Iteration 64Q: 3 clusters Score -780089.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -780109.562500 Penalty: 2904.510498
	Iteration 65Q: 3 clusters Score -780109.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -780121.375000 Penalty: 2904.510498
	Iteration 66Q: 3 clusters Score -780121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -780125.562500 Penalty: 2904.510498
	Iteration 67Q: 3 clusters Score -780125.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -780132.937500 Penalty: 2904.510498
	Iteration 68Q: 3 clusters Score -780132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -780135.812500 Penalty: 2904.510498
	Iteration 69Q: 3 clusters Score -780135.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -780139.750000 Penalty: 2904.510498
	Iteration 70Q: 3 clusters Score -780139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -780144.937500 Penalty: 2904.510498
	Iteration 71Q: 3 clusters Score -780144.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -780151.500000 Penalty: 2904.510498
	Iteration 72Q: 3 clusters Score -780151.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -780155.437500 Penalty: 2904.510498
	Iteration 73Q: 3 clusters Score -780155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -780160.250000 Penalty: 2904.510498
	Iteration 74Q: 3 clusters Score -780160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -780161.562500 Penalty: 2904.510498
	Iteration 75Q: 3 clusters Score -780161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -780160.687500 Penalty: 2904.510498
	Iteration 76Q: 3 clusters Score -780160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -780162.000000 Penalty: 2904.510498
	Iteration 77Q: 3 clusters Score -780162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -780162.437500 Penalty: 2904.510498
	Iteration 78Q: 3 clusters Score -780162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -780163.250000 Penalty: 2904.510498
	Iteration 79Q: 3 clusters Score -780163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -780164.625000 Penalty: 2904.510498
	Iteration 80F: 3 clusters Score -780164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -780165.750000 Penalty: 2904.510498
	Iteration 81Q: 3 clusters Score -780165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -780167.187500 Penalty: 2904.510498
	Iteration 82Q: 3 clusters Score -780167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -780167.312500 Penalty: 2904.510498
	Iteration 83Q: 3 clusters Score -780167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -780168.375000 Penalty: 2904.510498
	Iteration 84Q: 3 clusters Score -780168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -780171.187500 Penalty: 2904.510498
	Iteration 85Q: 3 clusters Score -780171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -780170.875000 Penalty: 2904.510498
	Iteration 86Q: 3 clusters Score -780170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -780171.000000 Penalty: 2904.510498
	Iteration 87Q: 3 clusters Score -780171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -780171.062500 Penalty: 2904.510498
	Iteration 88Q: 3 clusters Score -780171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -780171.062500 Penalty: 2904.510498
	Iteration 89Q: 3 clusters Score -780171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -780171.875000 Penalty: 2904.510498
	Iteration 90Q: 3 clusters Score -780171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -780172.250000 Penalty: 2904.510498
	Iteration 91Q: 3 clusters Score -780172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -780174.875000 Penalty: 2904.510498
	Iteration 92Q: 3 clusters Score -780174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -780176.062500 Penalty: 2904.510498
	Iteration 93Q: 3 clusters Score -780176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -780176.125000 Penalty: 2904.510498
	Iteration 94Q: 3 clusters Score -780176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -780175.687500 Penalty: 2904.510498
	Iteration 95Q: 3 clusters Score -780175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -780176.500000 Penalty: 2904.510498
	Iteration 96Q: 3 clusters Score -780176.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -780176.500000 Penalty: 2904.510498
	Iteration 97F: 3 clusters Score -780176.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -269224.968750 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -269225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -266857.250000 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -266857.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -267362.437500 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -267362.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267478.750000 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -267478.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267547.750000 Penalty: 2534.653320
	Iteration 3Q: 3 clusters Score -267547.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267602.531250 Penalty: 2534.653320
	Iteration 4Q: 3 clusters Score -267602.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -267641.125000 Penalty: 2534.653320
	Iteration 5Q: 3 clusters Score -267641.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267662.625000 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -267662.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -267678.125000 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -267678.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -267687.187500 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -267687.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -267695.500000 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -267695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -267699.031250 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -267699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -267701.125000 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -267701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -267702.718750 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -267702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -267703.843750 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -267703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -267704.781250 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -267704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -267704.968750 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -267705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -267705.062500 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -267705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -267705.281250 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -267705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -267706.531250 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -267706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -267707.406250 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -267707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -267707.406250 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -267707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Entering Unmasked Estep 
Score: -4069517.500000 Penalty: 1716.348877
	Iteration 0F: 2 clusters Score -4069518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4043752.000000 Penalty: 3432.697754
	Iteration 0F: 3 clusters Score -4043752 nChanged 17894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4053868.250000 Penalty: 3432.697754
	Iteration 1F: 3 clusters Score -4053868 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4054701.500000 Penalty: 3432.697754
	Iteration 2F: 3 clusters Score -4054702 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4055784.500000 Penalty: 3432.697754
	Iteration 3F: 3 clusters Score -4055784 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4057289.750000 Penalty: 3432.697754
	Iteration 4F: 3 clusters Score -4057290 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -4059495.500000 Penalty: 3432.697754
	Iteration 5F: 3 clusters Score -4059496 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4062189.250000 Penalty: 3432.697754
	Iteration 6F: 3 clusters Score -4062189 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4064565.750000 Penalty: 3432.697754
	Iteration 7F: 3 clusters Score -4064566 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4066139.750000 Penalty: 3432.697754
	Iteration 8Q: 3 clusters Score -4066140 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4067207.500000 Penalty: 3432.697754
	Iteration 9Q: 3 clusters Score -4067208 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4067860.250000 Penalty: 3432.697754
	Iteration 10Q: 3 clusters Score -4067860 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4068296.250000 Penalty: 3432.697754
	Iteration 11Q: 3 clusters Score -4068296 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -4068533.000000 Penalty: 3432.697754
	Iteration 12Q: 3 clusters Score -4068533 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4068657.250000 Penalty: 3432.697754
	Iteration 13Q: 3 clusters Score -4068657 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4068724.500000 Penalty: 3432.697754
	Iteration 14Q: 3 clusters Score -4068724 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4068786.000000 Penalty: 3432.697754
	Iteration 15Q: 3 clusters Score -4068786 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4068810.750000 Penalty: 3432.697754
	Iteration 16Q: 3 clusters Score -4068811 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4068842.500000 Penalty: 3432.697754
	Iteration 17Q: 3 clusters Score -4068842 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -4068854.000000 Penalty: 3432.697754
	Iteration 18Q: 3 clusters Score -4068854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4068861.250000 Penalty: 3432.697754
	Iteration 19Q: 3 clusters Score -4068861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4068878.000000 Penalty: 3432.697754
	Iteration 20F: 3 clusters Score -4068878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4068880.750000 Penalty: 3432.697754
	Iteration 21Q: 3 clusters Score -4068881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4068891.000000 Penalty: 3432.697754
	Iteration 22Q: 3 clusters Score -4068891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -4068897.750000 Penalty: 3432.697754
	Iteration 23Q: 3 clusters Score -4068898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4068899.250000 Penalty: 3432.697754
	Iteration 24Q: 3 clusters Score -4068899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4068898.000000 Penalty: 3432.697754
	Iteration 25Q: 3 clusters Score -4068898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4068899.500000 Penalty: 3432.697754
	Iteration 26Q: 3 clusters Score -4068900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -4068898.000000 Penalty: 3432.697754
	Iteration 27Q: 3 clusters Score -4068898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4068890.750000 Penalty: 3432.697754
	Iteration 28Q: 3 clusters Score -4068891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4068893.750000 Penalty: 3432.697754
	Iteration 29Q: 3 clusters Score -4068894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4068890.000000 Penalty: 3432.697754
	Iteration 30Q: 3 clusters Score -4068890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4068886.250000 Penalty: 3432.697754
	Iteration 31Q: 3 clusters Score -4068886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4068888.500000 Penalty: 3432.697754
	Iteration 32Q: 3 clusters Score -4068888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4068887.250000 Penalty: 3432.697754
	Iteration 33Q: 3 clusters Score -4068887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4068894.000000 Penalty: 3432.697754
	Iteration 34Q: 3 clusters Score -4068894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4068895.250000 Penalty: 3432.697754
	Iteration 35Q: 3 clusters Score -4068895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4068899.500000 Penalty: 3432.697754
	Iteration 36Q: 3 clusters Score -4068900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4068898.500000 Penalty: 3432.697754
	Iteration 37Q: 3 clusters Score -4068898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4068896.750000 Penalty: 3432.697754
	Iteration 38Q: 3 clusters Score -4068897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4068894.500000 Penalty: 3432.697754
	Iteration 39Q: 3 clusters Score -4068894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4068895.750000 Penalty: 3432.697754
	Iteration 40F: 3 clusters Score -4068896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4068896.500000 Penalty: 3432.697754
	Iteration 41Q: 3 clusters Score -4068896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4068894.250000 Penalty: 3432.697754
	Iteration 42Q: 3 clusters Score -4068894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4068894.750000 Penalty: 3432.697754
	Iteration 43Q: 3 clusters Score -4068895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4068894.750000 Penalty: 3432.697754
	Iteration 44F: 3 clusters Score -4068895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Entering Unmasked Estep 
Score: -1039856.500000 Penalty: 1489.470215
	Iteration 0F: 2 clusters Score -1039856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1033018.312500 Penalty: 2978.940430
	Iteration 0F: 3 clusters Score -1033018 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1035087.125000 Penalty: 2978.940430
	Iteration 1F: 3 clusters Score -1035087 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1035341.937500 Penalty: 2978.940430
	Iteration 2F: 3 clusters Score -1035342 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1035522.125000 Penalty: 2978.940430
	Iteration 3F: 3 clusters Score -1035522 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1035630.937500 Penalty: 2978.940430
	Iteration 4Q: 3 clusters Score -1035631 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1035743.687500 Penalty: 2978.940430
	Iteration 5Q: 3 clusters Score -1035744 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1035890.812500 Penalty: 2978.940430
	Iteration 6Q: 3 clusters Score -1035891 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1036075.312500 Penalty: 2978.940430
	Iteration 7Q: 3 clusters Score -1036075 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1036298.687500 Penalty: 2978.940430
	Iteration 8Q: 3 clusters Score -1036299 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1036581.187500 Penalty: 2978.940430
	Iteration 9Q: 3 clusters Score -1036581 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1036948.500000 Penalty: 2978.940430
	Iteration 10F: 3 clusters Score -1036948 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1037375.187500 Penalty: 2978.940430
	Iteration 11F: 3 clusters Score -1037375 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1037792.687500 Penalty: 2978.940430
	Iteration 12Q: 3 clusters Score -1037793 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1038072.562500 Penalty: 2978.940430
	Iteration 13Q: 3 clusters Score -1038073 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1038280.187500 Penalty: 2978.940430
	Iteration 14Q: 3 clusters Score -1038280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1038424.375000 Penalty: 2978.940430
	Iteration 15Q: 3 clusters Score -1038424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1038507.187500 Penalty: 2978.940430
	Iteration 16Q: 3 clusters Score -1038507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1038568.625000 Penalty: 2978.940430
	Iteration 17Q: 3 clusters Score -1038569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1038623.937500 Penalty: 2978.940430
	Iteration 18Q: 3 clusters Score -1038624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1038663.312500 Penalty: 2978.940430
	Iteration 19Q: 3 clusters Score -1038663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1038683.500000 Penalty: 2978.940430
	Iteration 20F: 3 clusters Score -1038684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1038697.375000 Penalty: 2978.940430
	Iteration 21Q: 3 clusters Score -1038697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1038707.312500 Penalty: 2978.940430
	Iteration 22Q: 3 clusters Score -1038707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1038719.187500 Penalty: 2978.940430
	Iteration 23Q: 3 clusters Score -1038719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1038729.562500 Penalty: 2978.940430
	Iteration 24Q: 3 clusters Score -1038730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1038736.062500 Penalty: 2978.940430
	Iteration 25Q: 3 clusters Score -1038736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1038742.250000 Penalty: 2978.940430
	Iteration 26Q: 3 clusters Score -1038742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1038746.812500 Penalty: 2978.940430
	Iteration 27Q: 3 clusters Score -1038747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1038749.375000 Penalty: 2978.940430
	Iteration 28Q: 3 clusters Score -1038749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1038757.125000 Penalty: 2978.940430
	Iteration 29Q: 3 clusters Score -1038757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1038759.562500 Penalty: 2978.940430
	Iteration 30Q: 3 clusters Score -1038760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1038762.187500 Penalty: 2978.940430
	Iteration 31Q: 3 clusters Score -1038762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1038763.687500 Penalty: 2978.940430
	Iteration 32Q: 3 clusters Score -1038764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1038766.375000 Penalty: 2978.940430
	Iteration 33Q: 3 clusters Score -1038766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1038768.250000 Penalty: 2978.940430
	Iteration 34Q: 3 clusters Score -1038768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1038768.375000 Penalty: 2978.940430
	Iteration 35Q: 3 clusters Score -1038768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1038768.562500 Penalty: 2978.940430
	Iteration 36Q: 3 clusters Score -1038769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1038768.562500 Penalty: 2978.940430
	Iteration 37F: 3 clusters Score -1038769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Entering Unmasked Estep 
Score: -2652111.250000 Penalty: 1649.209106
	Iteration 0F: 2 clusters Score -2652111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2634747.500000 Penalty: 3298.418213
	Iteration 0F: 3 clusters Score -2634748 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2641259.250000 Penalty: 3298.418213
	Iteration 1F: 3 clusters Score -2641259 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2641739.000000 Penalty: 3298.418213
	Iteration 2Q: 3 clusters Score -2641739 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2642369.250000 Penalty: 3298.418213
	Iteration 3F: 3 clusters Score -2642369 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2643298.000000 Penalty: 3298.418213
	Iteration 4F: 3 clusters Score -2643298 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2644667.250000 Penalty: 3298.418213
	Iteration 5F: 3 clusters Score -2644667 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2646429.500000 Penalty: 3298.418213
	Iteration 6F: 3 clusters Score -2646430 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2648170.000000 Penalty: 3298.418213
	Iteration 7F: 3 clusters Score -2648170 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2649414.750000 Penalty: 3298.418213
	Iteration 8F: 3 clusters Score -2649415 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2650146.750000 Penalty: 3298.418213
	Iteration 9Q: 3 clusters Score -2650147 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -2650636.500000 Penalty: 3298.418213
	Iteration 10Q: 3 clusters Score -2650636 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2650869.750000 Penalty: 3298.418213
	Iteration 11Q: 3 clusters Score -2650870 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2650996.500000 Penalty: 3298.418213
	Iteration 12Q: 3 clusters Score -2650996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2651066.250000 Penalty: 3298.418213
	Iteration 13Q: 3 clusters Score -2651066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2651101.250000 Penalty: 3298.418213
	Iteration 14Q: 3 clusters Score -2651101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2651117.000000 Penalty: 3298.418213
	Iteration 15Q: 3 clusters Score -2651117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2651125.000000 Penalty: 3298.418213
	Iteration 16Q: 3 clusters Score -2651125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2651123.750000 Penalty: 3298.418213
	Iteration 17Q: 3 clusters Score -2651124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2651127.750000 Penalty: 3298.418213
	Iteration 18Q: 3 clusters Score -2651128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -2651125.750000 Penalty: 3298.418213
	Iteration 19Q: 3 clusters Score -2651126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2651128.000000 Penalty: 3298.418213
	Iteration 20F: 3 clusters Score -2651128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2651132.500000 Penalty: 3298.418213
	Iteration 21Q: 3 clusters Score -2651132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -2651135.500000 Penalty: 3298.418213
	Iteration 22Q: 3 clusters Score -2651136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2651136.000000 Penalty: 3298.418213
	Iteration 23Q: 3 clusters Score -2651136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2651138.250000 Penalty: 3298.418213
	Iteration 24Q: 3 clusters Score -2651138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2651134.000000 Penalty: 3298.418213
	Iteration 25Q: 3 clusters Score -2651134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2651135.750000 Penalty: 3298.418213
	Iteration 26Q: 3 clusters Score -2651136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2651134.750000 Penalty: 3298.418213
	Iteration 27Q: 3 clusters Score -2651135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2651134.750000 Penalty: 3298.418213
	Iteration 28F: 3 clusters Score -2651135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -510135.906250 Penalty: 1372.146362
	Iteration 0F: 2 clusters Score -510135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -506311.250000 Penalty: 2744.292725
	Iteration 0F: 3 clusters Score -506311.2 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -507314.062500 Penalty: 2744.292725
	Iteration 1F: 3 clusters Score -507314.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -507476.000000 Penalty: 2744.292725
	Iteration 2F: 3 clusters Score -507476 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -507597.406250 Penalty: 2744.292725
	Iteration 3F: 3 clusters Score -507597.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -507704.031250 Penalty: 2744.292725
	Iteration 4Q: 3 clusters Score -507704 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -507793.687500 Penalty: 2744.292725
	Iteration 5Q: 3 clusters Score -507793.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -507872.906250 Penalty: 2744.292725
	Iteration 6Q: 3 clusters Score -507872.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -507945.031250 Penalty: 2744.292725
	Iteration 7Q: 3 clusters Score -507945 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -508009.281250 Penalty: 2744.292725
	Iteration 8Q: 3 clusters Score -508009.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -508085.375000 Penalty: 2744.292725
	Iteration 9Q: 3 clusters Score -508085.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -508157.937500 Penalty: 2744.292725
	Iteration 10Q: 3 clusters Score -508157.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -508252.531250 Penalty: 2744.292725
	Iteration 11Q: 3 clusters Score -508252.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -508353.000000 Penalty: 2744.292725
	Iteration 12Q: 3 clusters Score -508353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -508439.781250 Penalty: 2744.292725
	Iteration 13Q: 3 clusters Score -508439.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -508512.781250 Penalty: 2744.292725
	Iteration 14Q: 3 clusters Score -508512.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -508570.656250 Penalty: 2744.292725
	Iteration 15Q: 3 clusters Score -508570.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -508621.937500 Penalty: 2744.292725
	Iteration 16Q: 3 clusters Score -508621.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -508680.562500 Penalty: 2744.292725
	Iteration 17Q: 3 clusters Score -508680.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -508731.781250 Penalty: 2744.292725
	Iteration 18Q: 3 clusters Score -508731.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -508777.468750 Penalty: 2744.292725
	Iteration 19Q: 3 clusters Score -508777.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -508821.156250 Penalty: 2744.292725
	Iteration 20F: 3 clusters Score -508821.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -508847.156250 Penalty: 2744.292725
	Iteration 21Q: 3 clusters Score -508847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -508864.625000 Penalty: 2744.292725
	Iteration 22Q: 3 clusters Score -508864.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -508885.593750 Penalty: 2744.292725
	Iteration 23Q: 3 clusters Score -508885.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -508897.625000 Penalty: 2744.292725
	Iteration 24Q: 3 clusters Score -508897.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -508916.968750 Penalty: 2744.292725
	Iteration 25Q: 3 clusters Score -508917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -508933.406250 Penalty: 2744.292725
	Iteration 26Q: 3 clusters Score -508933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -508943.531250 Penalty: 2744.292725
	Iteration 27Q: 3 clusters Score -508943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -508953.718750 Penalty: 2744.292725
	Iteration 28Q: 3 clusters Score -508953.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -508966.937500 Penalty: 2744.292725
	Iteration 29Q: 3 clusters Score -508966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -508973.625000 Penalty: 2744.292725
	Iteration 30Q: 3 clusters Score -508973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -508976.437500 Penalty: 2744.292725
	Iteration 31Q: 3 clusters Score -508976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -508978.687500 Penalty: 2744.292725
	Iteration 32Q: 3 clusters Score -508978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -508981.000000 Penalty: 2744.292725
	Iteration 33Q: 3 clusters Score -508981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -508982.250000 Penalty: 2744.292725
	Iteration 34Q: 3 clusters Score -508982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -508982.093750 Penalty: 2744.292725
	Iteration 35Q: 3 clusters Score -508982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -508982.750000 Penalty: 2744.292725
	Iteration 36Q: 3 clusters Score -508982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -508984.750000 Penalty: 2744.292725
	Iteration 37Q: 3 clusters Score -508984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -508984.750000 Penalty: 2744.292725
	Iteration 38F: 3 clusters Score -508984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -204838.390625 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -204838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202822.343750 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -202822.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -203187.421875 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -203187.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -203285.625000 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -203285.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -203343.468750 Penalty: 2452.423340
	Iteration 3Q: 3 clusters Score -203343.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -203375.734375 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -203375.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -203400.015625 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -203400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -203416.265625 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -203416.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -203427.421875 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -203427.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -203436.953125 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -203437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -203445.156250 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -203445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -203454.015625 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -203454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203457.515625 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -203457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -203460.875000 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -203460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -203463.859375 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -203463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -203467.031250 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -203467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -203470.062500 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -203470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -203474.515625 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -203474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203477.187500 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -203477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -203480.703125 Penalty: 2452.423340
	Iteration 18Q: 3 clusters Score -203480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -203482.093750 Penalty: 2452.423340
	Iteration 19Q: 3 clusters Score -203482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -203482.656250 Penalty: 2452.423340
	Iteration 20F: 3 clusters Score -203482.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -932720.812500 Penalty: 1482.582397
	Iteration 0F: 2 clusters Score -932720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -926200.937500 Penalty: 2965.164795
	Iteration 0F: 3 clusters Score -926200.9 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -928365.187500 Penalty: 2965.164795
	Iteration 1F: 3 clusters Score -928365.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -928679.500000 Penalty: 2965.164795
	Iteration 2F: 3 clusters Score -928679.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -928934.937500 Penalty: 2965.164795
	Iteration 3F: 3 clusters Score -928934.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -929133.687500 Penalty: 2965.164795
	Iteration 4Q: 3 clusters Score -929133.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -929335.250000 Penalty: 2965.164795
	Iteration 5Q: 3 clusters Score -929335.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -929591.062500 Penalty: 2965.164795
	Iteration 6Q: 3 clusters Score -929591.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -929905.312500 Penalty: 2965.164795
	Iteration 7Q: 3 clusters Score -929905.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -930322.437500 Penalty: 2965.164795
	Iteration 8F: 3 clusters Score -930322.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -930714.625000 Penalty: 2965.164795
	Iteration 9F: 3 clusters Score -930714.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -931093.062500 Penalty: 2965.164795
	Iteration 10F: 3 clusters Score -931093.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -931407.437500 Penalty: 2965.164795
	Iteration 11Q: 3 clusters Score -931407.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -931645.000000 Penalty: 2965.164795
	Iteration 12Q: 3 clusters Score -931645 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -931848.812500 Penalty: 2965.164795
	Iteration 13Q: 3 clusters Score -931848.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -932012.937500 Penalty: 2965.164795
	Iteration 14Q: 3 clusters Score -932012.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -932153.125000 Penalty: 2965.164795
	Iteration 15Q: 3 clusters Score -932153.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -932252.500000 Penalty: 2965.164795
	Iteration 16Q: 3 clusters Score -932252.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -932308.687500 Penalty: 2965.164795
	Iteration 17Q: 3 clusters Score -932308.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -932341.125000 Penalty: 2965.164795
	Iteration 18Q: 3 clusters Score -932341.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -932371.937500 Penalty: 2965.164795
	Iteration 19Q: 3 clusters Score -932371.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -932397.500000 Penalty: 2965.164795
	Iteration 20F: 3 clusters Score -932397.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -932419.187500 Penalty: 2965.164795
	Iteration 21Q: 3 clusters Score -932419.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -932443.437500 Penalty: 2965.164795
	Iteration 22Q: 3 clusters Score -932443.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -932455.750000 Penalty: 2965.164795
	Iteration 23Q: 3 clusters Score -932455.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -932465.187500 Penalty: 2965.164795
	Iteration 24Q: 3 clusters Score -932465.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -932479.437500 Penalty: 2965.164795
	Iteration 25Q: 3 clusters Score -932479.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -932483.250000 Penalty: 2965.164795
	Iteration 26Q: 3 clusters Score -932483.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -932483.500000 Penalty: 2965.164795
	Iteration 27Q: 3 clusters Score -932483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -932484.250000 Penalty: 2965.164795
	Iteration 28Q: 3 clusters Score -932484.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -932488.625000 Penalty: 2965.164795
	Iteration 29Q: 3 clusters Score -932488.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -932492.500000 Penalty: 2965.164795
	Iteration 30Q: 3 clusters Score -932492.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -932496.937500 Penalty: 2965.164795
	Iteration 31Q: 3 clusters Score -932496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -932498.125000 Penalty: 2965.164795
	Iteration 32Q: 3 clusters Score -932498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -932500.000000 Penalty: 2965.164795
	Iteration 33Q: 3 clusters Score -932500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -932504.187500 Penalty: 2965.164795
	Iteration 34Q: 3 clusters Score -932504.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -932518.250000 Penalty: 2965.164795
	Iteration 35Q: 3 clusters Score -932518.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -932534.750000 Penalty: 2965.164795
	Iteration 36Q: 3 clusters Score -932534.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -932561.937500 Penalty: 2965.164795
	Iteration 37Q: 3 clusters Score -932561.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -932582.875000 Penalty: 2965.164795
	Iteration 38Q: 3 clusters Score -932582.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -932596.312500 Penalty: 2965.164795
	Iteration 39Q: 3 clusters Score -932596.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -932600.750000 Penalty: 2965.164795
	Iteration 40F: 3 clusters Score -932600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -932604.437500 Penalty: 2965.164795
	Iteration 41Q: 3 clusters Score -932604.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -932606.000000 Penalty: 2965.164795
	Iteration 42Q: 3 clusters Score -932606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -932605.750000 Penalty: 2965.164795
	Iteration 43Q: 3 clusters Score -932605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -932607.562500 Penalty: 2965.164795
	Iteration 44Q: 3 clusters Score -932607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -932607.312500 Penalty: 2965.164795
	Iteration 45Q: 3 clusters Score -932607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -932610.375000 Penalty: 2965.164795
	Iteration 46Q: 3 clusters Score -932610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -932610.625000 Penalty: 2965.164795
	Iteration 47Q: 3 clusters Score -932610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -932610.687500 Penalty: 2965.164795
	Iteration 48Q: 3 clusters Score -932610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -932611.250000 Penalty: 2965.164795
	Iteration 49Q: 3 clusters Score -932611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -932611.250000 Penalty: 2965.164795
	Iteration 50F: 3 clusters Score -932611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -141786.078125 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -141786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140051.796875 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -140051.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -140411.078125 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -140411.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140507.984375 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -140508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -140562.343750 Penalty: 2372.434082
	Iteration 3Q: 3 clusters Score -140562.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140591.515625 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -140591.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -140607.828125 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -140607.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -140626.718750 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -140626.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -140643.687500 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -140643.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -140668.781250 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -140668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140682.984375 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -140683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140701.046875 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -140701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140711.921875 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -140711.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140721.218750 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -140721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140726.875000 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -140726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140730.281250 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -140730.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -140734.578125 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -140734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -140738.109375 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -140738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140742.578125 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -140742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140745.125000 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -140745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -140749.531250 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -140749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140758.703125 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -140758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140771.453125 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -140771.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140781.843750 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -140781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140790.250000 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -140790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140798.703125 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -140798.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140805.218750 Penalty: 2372.434082
	Iteration 25Q: 3 clusters Score -140805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140808.093750 Penalty: 2372.434082
	Iteration 26Q: 3 clusters Score -140808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140814.531250 Penalty: 2372.434082
	Iteration 27Q: 3 clusters Score -140814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140817.359375 Penalty: 2372.434082
	Iteration 28Q: 3 clusters Score -140817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -140820.718750 Penalty: 2372.434082
	Iteration 29Q: 3 clusters Score -140820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -140822.687500 Penalty: 2372.434082
	Iteration 30Q: 3 clusters Score -140822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -140824.265625 Penalty: 2372.434082
	Iteration 31Q: 3 clusters Score -140824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -140825.218750 Penalty: 2372.434082
	Iteration 32Q: 3 clusters Score -140825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -140825.218750 Penalty: 2372.434082
	Iteration 33F: 3 clusters Score -140825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Entering Unmasked Estep 
Score: -5449336.500000 Penalty: 1766.365112
	Iteration 0F: 2 clusters Score -5449336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5414009.000000 Penalty: 3532.730225
	Iteration 0F: 3 clusters Score -5414009 nChanged 24725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -5428380.500000 Penalty: 3532.730225
	Iteration 1F: 3 clusters Score -5428380 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -5429045.500000 Penalty: 3532.730225
	Iteration 2Q: 3 clusters Score -5429046 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -5429816.500000 Penalty: 3532.730225
	Iteration 3Q: 3 clusters Score -5429816 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5430806.000000 Penalty: 3532.730225
	Iteration 4Q: 3 clusters Score -5430806 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5432096.500000 Penalty: 3532.730225
	Iteration 5Q: 3 clusters Score -5432096 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -5433803.500000 Penalty: 3532.730225
	Iteration 6F: 3 clusters Score -5433804 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -5435996.000000 Penalty: 3532.730225
	Iteration 7F: 3 clusters Score -5435996 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -5438333.000000 Penalty: 3532.730225
	Iteration 8F: 3 clusters Score -5438333 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5440031.000000 Penalty: 3532.730225
	Iteration 9F: 3 clusters Score -5440031 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5441090.500000 Penalty: 3532.730225
	Iteration 10Q: 3 clusters Score -5441090 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5441733.000000 Penalty: 3532.730225
	Iteration 11Q: 3 clusters Score -5441733 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5442203.000000 Penalty: 3532.730225
	Iteration 12Q: 3 clusters Score -5442203 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -5442598.500000 Penalty: 3532.730225
	Iteration 13Q: 3 clusters Score -5442598 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5443015.500000 Penalty: 3532.730225
	Iteration 14Q: 3 clusters Score -5443016 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5443439.500000 Penalty: 3532.730225
	Iteration 15Q: 3 clusters Score -5443440 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5443805.000000 Penalty: 3532.730225
	Iteration 16Q: 3 clusters Score -5443805 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5444168.500000 Penalty: 3532.730225
	Iteration 17Q: 3 clusters Score -5444168 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5444542.000000 Penalty: 3532.730225
	Iteration 18Q: 3 clusters Score -5444542 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -5444909.500000 Penalty: 3532.730225
	Iteration 19Q: 3 clusters Score -5444910 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -5445259.500000 Penalty: 3532.730225
	Iteration 20F: 3 clusters Score -5445260 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -5445605.000000 Penalty: 3532.730225
	Iteration 21Q: 3 clusters Score -5445605 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5445919.000000 Penalty: 3532.730225
	Iteration 22Q: 3 clusters Score -5445919 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -5446194.500000 Penalty: 3532.730225
	Iteration 23Q: 3 clusters Score -5446194 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -5446400.500000 Penalty: 3532.730225
	Iteration 24Q: 3 clusters Score -5446400 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -5446629.000000 Penalty: 3532.730225
	Iteration 25Q: 3 clusters Score -5446629 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -5446837.000000 Penalty: 3532.730225
	Iteration 26Q: 3 clusters Score -5446837 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -5446999.000000 Penalty: 3532.730225
	Iteration 27Q: 3 clusters Score -5446999 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -5447138.000000 Penalty: 3532.730225
	Iteration 28Q: 3 clusters Score -5447138 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -5447266.500000 Penalty: 3532.730225
	Iteration 29Q: 3 clusters Score -5447266 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -5447347.500000 Penalty: 3532.730225
	Iteration 30Q: 3 clusters Score -5447348 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -5447430.000000 Penalty: 3532.730225
	Iteration 31Q: 3 clusters Score -5447430 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -5447511.000000 Penalty: 3532.730225
	Iteration 32Q: 3 clusters Score -5447511 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -5447556.500000 Penalty: 3532.730225
	Iteration 33Q: 3 clusters Score -5447556 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -5447607.500000 Penalty: 3532.730225
	Iteration 34Q: 3 clusters Score -5447608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -5447652.000000 Penalty: 3532.730225
	Iteration 35Q: 3 clusters Score -5447652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -5447701.000000 Penalty: 3532.730225
	Iteration 36Q: 3 clusters Score -5447701 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -5447741.500000 Penalty: 3532.730225
	Iteration 37Q: 3 clusters Score -5447742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -5447785.500000 Penalty: 3532.730225
	Iteration 38Q: 3 clusters Score -5447786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -5447837.000000 Penalty: 3532.730225
	Iteration 39Q: 3 clusters Score -5447837 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -5447858.000000 Penalty: 3532.730225
	Iteration 40F: 3 clusters Score -5447858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -5447887.500000 Penalty: 3532.730225
	Iteration 41Q: 3 clusters Score -5447888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -5447911.500000 Penalty: 3532.730225
	Iteration 42Q: 3 clusters Score -5447912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -5447923.000000 Penalty: 3532.730225
	Iteration 43Q: 3 clusters Score -5447923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -5447937.500000 Penalty: 3532.730225
	Iteration 44Q: 3 clusters Score -5447938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -5447946.500000 Penalty: 3532.730225
	Iteration 45Q: 3 clusters Score -5447946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -5447973.000000 Penalty: 3532.730225
	Iteration 46Q: 3 clusters Score -5447973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -5447977.000000 Penalty: 3532.730225
	Iteration 47Q: 3 clusters Score -5447977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -5447981.000000 Penalty: 3532.730225
	Iteration 48Q: 3 clusters Score -5447981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -5447984.000000 Penalty: 3532.730225
	Iteration 49Q: 3 clusters Score -5447984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -5447983.000000 Penalty: 3532.730225
	Iteration 50Q: 3 clusters Score -5447983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -5447991.500000 Penalty: 3532.730225
	Iteration 51Q: 3 clusters Score -5447992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -5447989.500000 Penalty: 3532.730225
	Iteration 52Q: 3 clusters Score -5447990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -5447990.500000 Penalty: 3532.730225
	Iteration 53Q: 3 clusters Score -5447990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -5447997.000000 Penalty: 3532.730225
	Iteration 54Q: 3 clusters Score -5447997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -5447993.500000 Penalty: 3532.730225
	Iteration 55Q: 3 clusters Score -5447994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -5447995.000000 Penalty: 3532.730225
	Iteration 56Q: 3 clusters Score -5447995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -5447998.500000 Penalty: 3532.730225
	Iteration 57Q: 3 clusters Score -5447998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -5448003.500000 Penalty: 3532.730225
	Iteration 58Q: 3 clusters Score -5448004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -5448004.000000 Penalty: 3532.730225
	Iteration 59Q: 3 clusters Score -5448004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -5448005.500000 Penalty: 3532.730225
	Iteration 60F: 3 clusters Score -5448006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -5448007.000000 Penalty: 3532.730225
	Iteration 61Q: 3 clusters Score -5448007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -5448003.000000 Penalty: 3532.730225
	Iteration 62Q: 3 clusters Score -5448003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -5448005.000000 Penalty: 3532.730225
	Iteration 63Q: 3 clusters Score -5448005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -5447998.500000 Penalty: 3532.730225
	Iteration 64Q: 3 clusters Score -5447998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -5448001.500000 Penalty: 3532.730225
	Iteration 65Q: 3 clusters Score -5448002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -5448001.500000 Penalty: 3532.730225
	Iteration 66F: 3 clusters Score -5448002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -792720.562500 Penalty: 1455.407104
	Iteration 0F: 2 clusters Score -792720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -786950.500000 Penalty: 2910.814209
	Iteration 0F: 3 clusters Score -786950.5 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -788767.812500 Penalty: 2910.814209
	Iteration 1F: 3 clusters Score -788767.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -789007.187500 Penalty: 2910.814209
	Iteration 2F: 3 clusters Score -789007.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -789212.625000 Penalty: 2910.814209
	Iteration 3F: 3 clusters Score -789212.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -789391.937500 Penalty: 2910.814209
	Iteration 4Q: 3 clusters Score -789391.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -789536.562500 Penalty: 2910.814209
	Iteration 5Q: 3 clusters Score -789536.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -789683.125000 Penalty: 2910.814209
	Iteration 6Q: 3 clusters Score -789683.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -789840.500000 Penalty: 2910.814209
	Iteration 7Q: 3 clusters Score -789840.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -790023.125000 Penalty: 2910.814209
	Iteration 8Q: 3 clusters Score -790023.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -790249.750000 Penalty: 2910.814209
	Iteration 9Q: 3 clusters Score -790249.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -790528.062500 Penalty: 2910.814209
	Iteration 10Q: 3 clusters Score -790528.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -790842.312500 Penalty: 2910.814209
	Iteration 11Q: 3 clusters Score -790842.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -791154.437500 Penalty: 2910.814209
	Iteration 12Q: 3 clusters Score -791154.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -791426.312500 Penalty: 2910.814209
	Iteration 13Q: 3 clusters Score -791426.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -791641.375000 Penalty: 2910.814209
	Iteration 14Q: 3 clusters Score -791641.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -791797.312500 Penalty: 2910.814209
	Iteration 15Q: 3 clusters Score -791797.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -791910.312500 Penalty: 2910.814209
	Iteration 16Q: 3 clusters Score -791910.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -791993.187500 Penalty: 2910.814209
	Iteration 17Q: 3 clusters Score -791993.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -792057.875000 Penalty: 2910.814209
	Iteration 18Q: 3 clusters Score -792057.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -792093.437500 Penalty: 2910.814209
	Iteration 19Q: 3 clusters Score -792093.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -792112.312500 Penalty: 2910.814209
	Iteration 20F: 3 clusters Score -792112.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -792125.062500 Penalty: 2910.814209
	Iteration 21Q: 3 clusters Score -792125.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -792135.125000 Penalty: 2910.814209
	Iteration 22Q: 3 clusters Score -792135.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -792147.187500 Penalty: 2910.814209
	Iteration 23Q: 3 clusters Score -792147.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -792152.812500 Penalty: 2910.814209
	Iteration 24Q: 3 clusters Score -792152.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -792161.875000 Penalty: 2910.814209
	Iteration 25Q: 3 clusters Score -792161.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -792164.375000 Penalty: 2910.814209
	Iteration 26Q: 3 clusters Score -792164.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -792167.750000 Penalty: 2910.814209
	Iteration 27Q: 3 clusters Score -792167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -792169.187500 Penalty: 2910.814209
	Iteration 28Q: 3 clusters Score -792169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -792170.000000 Penalty: 2910.814209
	Iteration 29Q: 3 clusters Score -792170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -792170.937500 Penalty: 2910.814209
	Iteration 30Q: 3 clusters Score -792170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -792174.000000 Penalty: 2910.814209
	Iteration 31Q: 3 clusters Score -792174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -792174.062500 Penalty: 2910.814209
	Iteration 32Q: 3 clusters Score -792174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -792175.312500 Penalty: 2910.814209
	Iteration 33Q: 3 clusters Score -792175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -792174.437500 Penalty: 2910.814209
	Iteration 34Q: 3 clusters Score -792174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -792173.750000 Penalty: 2910.814209
	Iteration 35Q: 3 clusters Score -792173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -792173.750000 Penalty: 2910.814209
	Iteration 36F: 3 clusters Score -792173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (89317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Entering Unmasked Estep 
Score: -9714851.000000 Penalty: 1852.491455
	Iteration 0F: 2 clusters Score -9714851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -9655098.000000 Penalty: 3704.982910
	Iteration 0F: 3 clusters Score -9655098 nChanged 42738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -9679442.000000 Penalty: 3704.982910
	Iteration 1F: 3 clusters Score -9679442 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -9679999.000000 Penalty: 3704.982910
	Iteration 2Q: 3 clusters Score -9679999 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -9680748.000000 Penalty: 3704.982910
	Iteration 3Q: 3 clusters Score -9680748 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -9681795.000000 Penalty: 3704.982910
	Iteration 4Q: 3 clusters Score -9681795 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -9683728.000000 Penalty: 3704.982910
	Iteration 5Q: 3 clusters Score -9683728 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -9687575.000000 Penalty: 3704.982910
	Iteration 6F: 3 clusters Score -9687575 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -9693857.000000 Penalty: 3704.982910
	Iteration 7F: 3 clusters Score -9693857 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -9702066.000000 Penalty: 3704.982910
	Iteration 8F: 3 clusters Score -9702066 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -9708789.000000 Penalty: 3704.982910
	Iteration 9F: 3 clusters Score -9708789 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9711888.000000 Penalty: 3704.982910
	Iteration 10Q: 3 clusters Score -9711888 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9712736.000000 Penalty: 3704.982910
	Iteration 11Q: 3 clusters Score -9712736 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9712987.000000 Penalty: 3704.982910
	Iteration 12Q: 3 clusters Score -9712987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9713073.000000 Penalty: 3704.982910
	Iteration 13Q: 3 clusters Score -9713073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9713129.000000 Penalty: 3704.982910
	Iteration 14Q: 3 clusters Score -9713129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9713158.000000 Penalty: 3704.982910
	Iteration 15Q: 3 clusters Score -9713158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9713190.000000 Penalty: 3704.982910
	Iteration 16Q: 3 clusters Score -9713190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9713202.000000 Penalty: 3704.982910
	Iteration 17Q: 3 clusters Score -9713202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9713202.000000 Penalty: 3704.982910
	Iteration 18Q: 3 clusters Score -9713202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9713212.000000 Penalty: 3704.982910
	Iteration 19Q: 3 clusters Score -9713212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9713218.000000 Penalty: 3704.982910
	Iteration 20F: 3 clusters Score -9713218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1410360.625000 Penalty: 1548.971802
	Iteration 0F: 2 clusters Score -1410361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1400767.250000 Penalty: 3097.943604
	Iteration 0F: 3 clusters Score -1400767 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1403938.375000 Penalty: 3097.943604
	Iteration 1F: 3 clusters Score -1403938 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1404322.125000 Penalty: 3097.943604
	Iteration 2F: 3 clusters Score -1404322 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1404685.125000 Penalty: 3097.943604
	Iteration 3F: 3 clusters Score -1404685 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1404987.750000 Penalty: 3097.943604
	Iteration 4F: 3 clusters Score -1404988 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1405218.125000 Penalty: 3097.943604
	Iteration 5Q: 3 clusters Score -1405218 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1405427.750000 Penalty: 3097.943604
	Iteration 6Q: 3 clusters Score -1405428 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1405607.500000 Penalty: 3097.943604
	Iteration 7Q: 3 clusters Score -1405608 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1405759.375000 Penalty: 3097.943604
	Iteration 8Q: 3 clusters Score -1405759 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1405915.250000 Penalty: 3097.943604
	Iteration 9Q: 3 clusters Score -1405915 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1406035.125000 Penalty: 3097.943604
	Iteration 10Q: 3 clusters Score -1406035 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1406164.375000 Penalty: 3097.943604
	Iteration 11Q: 3 clusters Score -1406164 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1406274.625000 Penalty: 3097.943604
	Iteration 12Q: 3 clusters Score -1406275 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1406378.500000 Penalty: 3097.943604
	Iteration 13Q: 3 clusters Score -1406378 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1406479.625000 Penalty: 3097.943604
	Iteration 14Q: 3 clusters Score -1406480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1406589.875000 Penalty: 3097.943604
	Iteration 15Q: 3 clusters Score -1406590 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1406705.000000 Penalty: 3097.943604
	Iteration 16Q: 3 clusters Score -1406705 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1406807.875000 Penalty: 3097.943604
	Iteration 17Q: 3 clusters Score -1406808 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1406894.875000 Penalty: 3097.943604
	Iteration 18Q: 3 clusters Score -1406895 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1406983.375000 Penalty: 3097.943604
	Iteration 19Q: 3 clusters Score -1406983 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1407079.125000 Penalty: 3097.943604
	Iteration 20F: 3 clusters Score -1407079 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1407165.750000 Penalty: 3097.943604
	Iteration 21Q: 3 clusters Score -1407166 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1407237.250000 Penalty: 3097.943604
	Iteration 22Q: 3 clusters Score -1407237 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1407297.250000 Penalty: 3097.943604
	Iteration 23Q: 3 clusters Score -1407297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1407346.500000 Penalty: 3097.943604
	Iteration 24Q: 3 clusters Score -1407346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1407405.000000 Penalty: 3097.943604
	Iteration 25Q: 3 clusters Score -1407405 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1407443.750000 Penalty: 3097.943604
	Iteration 26Q: 3 clusters Score -1407444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1407479.750000 Penalty: 3097.943604
	Iteration 27Q: 3 clusters Score -1407480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1407506.250000 Penalty: 3097.943604
	Iteration 28Q: 3 clusters Score -1407506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1407533.625000 Penalty: 3097.943604
	Iteration 29Q: 3 clusters Score -1407534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1407554.500000 Penalty: 3097.943604
	Iteration 30Q: 3 clusters Score -1407554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1407585.250000 Penalty: 3097.943604
	Iteration 31Q: 3 clusters Score -1407585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1407608.750000 Penalty: 3097.943604
	Iteration 32Q: 3 clusters Score -1407609 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1407638.250000 Penalty: 3097.943604
	Iteration 33Q: 3 clusters Score -1407638 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1407668.625000 Penalty: 3097.943604
	Iteration 34Q: 3 clusters Score -1407669 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1407692.875000 Penalty: 3097.943604
	Iteration 35Q: 3 clusters Score -1407693 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1407711.000000 Penalty: 3097.943604
	Iteration 36Q: 3 clusters Score -1407711 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1407740.375000 Penalty: 3097.943604
	Iteration 37Q: 3 clusters Score -1407740 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1407777.375000 Penalty: 3097.943604
	Iteration 38Q: 3 clusters Score -1407777 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1407803.750000 Penalty: 3097.943604
	Iteration 39Q: 3 clusters Score -1407804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1407830.500000 Penalty: 3097.943604
	Iteration 40F: 3 clusters Score -1407830 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1407861.250000 Penalty: 3097.943604
	Iteration 41Q: 3 clusters Score -1407861 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1407899.250000 Penalty: 3097.943604
	Iteration 42Q: 3 clusters Score -1407899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1407931.250000 Penalty: 3097.943604
	Iteration 43Q: 3 clusters Score -1407931 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1407965.875000 Penalty: 3097.943604
	Iteration 44Q: 3 clusters Score -1407966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1408010.500000 Penalty: 3097.943604
	Iteration 45Q: 3 clusters Score -1408010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1408070.375000 Penalty: 3097.943604
	Iteration 46Q: 3 clusters Score -1408070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1408138.500000 Penalty: 3097.943604
	Iteration 47Q: 3 clusters Score -1408138 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1408216.625000 Penalty: 3097.943604
	Iteration 48Q: 3 clusters Score -1408217 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1408300.125000 Penalty: 3097.943604
	Iteration 49Q: 3 clusters Score -1408300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1408399.250000 Penalty: 3097.943604
	Iteration 50Q: 3 clusters Score -1408399 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1408502.875000 Penalty: 3097.943604
	Iteration 51Q: 3 clusters Score -1408503 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1408599.125000 Penalty: 3097.943604
	Iteration 52Q: 3 clusters Score -1408599 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1408695.000000 Penalty: 3097.943604
	Iteration 53Q: 3 clusters Score -1408695 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1408810.375000 Penalty: 3097.943604
	Iteration 54Q: 3 clusters Score -1408810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1408905.375000 Penalty: 3097.943604
	Iteration 55Q: 3 clusters Score -1408905 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1408990.875000 Penalty: 3097.943604
	Iteration 56Q: 3 clusters Score -1408991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1409063.000000 Penalty: 3097.943604
	Iteration 57Q: 3 clusters Score -1409063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1409111.875000 Penalty: 3097.943604
	Iteration 58Q: 3 clusters Score -1409112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1409140.875000 Penalty: 3097.943604
	Iteration 59Q: 3 clusters Score -1409141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1409159.750000 Penalty: 3097.943604
	Iteration 60F: 3 clusters Score -1409160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1409170.125000 Penalty: 3097.943604
	Iteration 61Q: 3 clusters Score -1409170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1409181.375000 Penalty: 3097.943604
	Iteration 62Q: 3 clusters Score -1409181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1409187.250000 Penalty: 3097.943604
	Iteration 63Q: 3 clusters Score -1409187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1409193.875000 Penalty: 3097.943604
	Iteration 64Q: 3 clusters Score -1409194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1409198.625000 Penalty: 3097.943604
	Iteration 65Q: 3 clusters Score -1409199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1409202.000000 Penalty: 3097.943604
	Iteration 66Q: 3 clusters Score -1409202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1409205.375000 Penalty: 3097.943604
	Iteration 67Q: 3 clusters Score -1409205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1409209.250000 Penalty: 3097.943604
	Iteration 68Q: 3 clusters Score -1409209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1409209.750000 Penalty: 3097.943604
	Iteration 69Q: 3 clusters Score -1409210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1409211.250000 Penalty: 3097.943604
	Iteration 70Q: 3 clusters Score -1409211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1409211.875000 Penalty: 3097.943604
	Iteration 71Q: 3 clusters Score -1409212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1409211.875000 Penalty: 3097.943604
	Iteration 72F: 3 clusters Score -1409212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -264542.656250 Penalty: 1273.345947
	Iteration 0F: 2 clusters Score -264542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -262110.562500 Penalty: 2546.691895
	Iteration 0F: 3 clusters Score -262110.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262686.500000 Penalty: 2546.691895
	Iteration 1F: 3 clusters Score -262686.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -262823.437500 Penalty: 2546.691895
	Iteration 2F: 3 clusters Score -262823.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262914.437500 Penalty: 2546.691895
	Iteration 3F: 3 clusters Score -262914.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -262985.781250 Penalty: 2546.691895
	Iteration 4Q: 3 clusters Score -262985.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -263026.406250 Penalty: 2546.691895
	Iteration 5Q: 3 clusters Score -263026.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263049.750000 Penalty: 2546.691895
	Iteration 6Q: 3 clusters Score -263049.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -263079.781250 Penalty: 2546.691895
	Iteration 7Q: 3 clusters Score -263079.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -263108.343750 Penalty: 2546.691895
	Iteration 8Q: 3 clusters Score -263108.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -263130.968750 Penalty: 2546.691895
	Iteration 9Q: 3 clusters Score -263131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263155.781250 Penalty: 2546.691895
	Iteration 10Q: 3 clusters Score -263155.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -263182.343750 Penalty: 2546.691895
	Iteration 11Q: 3 clusters Score -263182.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -263202.562500 Penalty: 2546.691895
	Iteration 12Q: 3 clusters Score -263202.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -263213.531250 Penalty: 2546.691895
	Iteration 13Q: 3 clusters Score -263213.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -263223.468750 Penalty: 2546.691895
	Iteration 14Q: 3 clusters Score -263223.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -263227.375000 Penalty: 2546.691895
	Iteration 15Q: 3 clusters Score -263227.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -263230.750000 Penalty: 2546.691895
	Iteration 16Q: 3 clusters Score -263230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -263236.062500 Penalty: 2546.691895
	Iteration 17Q: 3 clusters Score -263236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -263241.375000 Penalty: 2546.691895
	Iteration 18Q: 3 clusters Score -263241.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -263247.500000 Penalty: 2546.691895
	Iteration 19Q: 3 clusters Score -263247.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -263259.562500 Penalty: 2546.691895
	Iteration 20F: 3 clusters Score -263259.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263271.406250 Penalty: 2546.691895
	Iteration 21Q: 3 clusters Score -263271.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -263279.562500 Penalty: 2546.691895
	Iteration 22Q: 3 clusters Score -263279.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263290.500000 Penalty: 2546.691895
	Iteration 23Q: 3 clusters Score -263290.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -263295.312500 Penalty: 2546.691895
	Iteration 24Q: 3 clusters Score -263295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -263298.843750 Penalty: 2546.691895
	Iteration 25Q: 3 clusters Score -263298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -263300.562500 Penalty: 2546.691895
	Iteration 26Q: 3 clusters Score -263300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -263304.187500 Penalty: 2546.691895
	Iteration 27Q: 3 clusters Score -263304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -263306.375000 Penalty: 2546.691895
	Iteration 28Q: 3 clusters Score -263306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -263308.531250 Penalty: 2546.691895
	Iteration 29Q: 3 clusters Score -263308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -263310.000000 Penalty: 2546.691895
	Iteration 30Q: 3 clusters Score -263310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -263313.906250 Penalty: 2546.691895
	Iteration 31Q: 3 clusters Score -263313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -263319.156250 Penalty: 2546.691895
	Iteration 32Q: 3 clusters Score -263319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -263324.781250 Penalty: 2546.691895
	Iteration 33Q: 3 clusters Score -263324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -263330.906250 Penalty: 2546.691895
	Iteration 34Q: 3 clusters Score -263330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -263334.812500 Penalty: 2546.691895
	Iteration 35Q: 3 clusters Score -263334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -263336.843750 Penalty: 2546.691895
	Iteration 36Q: 3 clusters Score -263336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -263339.406250 Penalty: 2546.691895
	Iteration 37Q: 3 clusters Score -263339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -263344.531250 Penalty: 2546.691895
	Iteration 38Q: 3 clusters Score -263344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -263349.500000 Penalty: 2546.691895
	Iteration 39Q: 3 clusters Score -263349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -263352.156250 Penalty: 2546.691895
	Iteration 40F: 3 clusters Score -263352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -263356.781250 Penalty: 2546.691895
	Iteration 41Q: 3 clusters Score -263356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -263360.687500 Penalty: 2546.691895
	Iteration 42Q: 3 clusters Score -263360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -263369.281250 Penalty: 2546.691895
	Iteration 43Q: 3 clusters Score -263369.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -263382.250000 Penalty: 2546.691895
	Iteration 44Q: 3 clusters Score -263382.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -263391.812500 Penalty: 2546.691895
	Iteration 45Q: 3 clusters Score -263391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -263400.625000 Penalty: 2546.691895
	Iteration 46Q: 3 clusters Score -263400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -263408.156250 Penalty: 2546.691895
	Iteration 47Q: 3 clusters Score -263408.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -263413.031250 Penalty: 2546.691895
	Iteration 48Q: 3 clusters Score -263413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -263420.187500 Penalty: 2546.691895
	Iteration 49Q: 3 clusters Score -263420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -263427.656250 Penalty: 2546.691895
	Iteration 50Q: 3 clusters Score -263427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -263434.281250 Penalty: 2546.691895
	Iteration 51Q: 3 clusters Score -263434.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -263441.593750 Penalty: 2546.691895
	Iteration 52Q: 3 clusters Score -263441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -263451.218750 Penalty: 2546.691895
	Iteration 53Q: 3 clusters Score -263451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -263457.343750 Penalty: 2546.691895
	Iteration 54Q: 3 clusters Score -263457.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -263463.843750 Penalty: 2546.691895
	Iteration 55Q: 3 clusters Score -263463.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -263468.500000 Penalty: 2546.691895
	Iteration 56Q: 3 clusters Score -263468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -263470.343750 Penalty: 2546.691895
	Iteration 57Q: 3 clusters Score -263470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -263471.437500 Penalty: 2546.691895
	Iteration 58Q: 3 clusters Score -263471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -263472.343750 Penalty: 2546.691895
	Iteration 59Q: 3 clusters Score -263472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -263472.718750 Penalty: 2546.691895
	Iteration 60F: 3 clusters Score -263472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -263473.968750 Penalty: 2546.691895
	Iteration 61Q: 3 clusters Score -263474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -263475.531250 Penalty: 2546.691895
	Iteration 62Q: 3 clusters Score -263475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -263477.093750 Penalty: 2546.691895
	Iteration 63Q: 3 clusters Score -263477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -263477.875000 Penalty: 2546.691895
	Iteration 64Q: 3 clusters Score -263477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -263479.187500 Penalty: 2546.691895
	Iteration 65Q: 3 clusters Score -263479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -263479.187500 Penalty: 2546.691895
	Iteration 66F: 3 clusters Score -263479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -10606.920898 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -10606.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9912.056641 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -9912.057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10045.929688 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -10045.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10068.449219 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -10068.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10072.681641 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -10072.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10072.681641 Penalty: 1663.348022
	Iteration 4F: 3 clusters Score -10072.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -692824.312500 Penalty: 1429.626221
	Iteration 0F: 2 clusters Score -692824.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -687850.937500 Penalty: 2859.252441
	Iteration 0F: 3 clusters Score -687850.9 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -689301.937500 Penalty: 2859.252441
	Iteration 1F: 3 clusters Score -689301.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -689493.437500 Penalty: 2859.252441
	Iteration 2F: 3 clusters Score -689493.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -689640.625000 Penalty: 2859.252441
	Iteration 3F: 3 clusters Score -689640.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -689770.875000 Penalty: 2859.252441
	Iteration 4Q: 3 clusters Score -689770.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -689882.187500 Penalty: 2859.252441
	Iteration 5Q: 3 clusters Score -689882.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -689991.500000 Penalty: 2859.252441
	Iteration 6Q: 3 clusters Score -689991.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -690089.125000 Penalty: 2859.252441
	Iteration 7Q: 3 clusters Score -690089.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -690172.875000 Penalty: 2859.252441
	Iteration 8Q: 3 clusters Score -690172.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -690239.500000 Penalty: 2859.252441
	Iteration 9Q: 3 clusters Score -690239.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -690327.625000 Penalty: 2859.252441
	Iteration 10Q: 3 clusters Score -690327.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -690431.812500 Penalty: 2859.252441
	Iteration 11Q: 3 clusters Score -690431.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -690531.875000 Penalty: 2859.252441
	Iteration 12Q: 3 clusters Score -690531.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -690639.562500 Penalty: 2859.252441
	Iteration 13Q: 3 clusters Score -690639.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -690761.437500 Penalty: 2859.252441
	Iteration 14Q: 3 clusters Score -690761.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -690880.375000 Penalty: 2859.252441
	Iteration 15Q: 3 clusters Score -690880.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -691009.625000 Penalty: 2859.252441
	Iteration 16Q: 3 clusters Score -691009.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -691154.562500 Penalty: 2859.252441
	Iteration 17Q: 3 clusters Score -691154.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -691289.562500 Penalty: 2859.252441
	Iteration 18Q: 3 clusters Score -691289.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -691409.187500 Penalty: 2859.252441
	Iteration 19Q: 3 clusters Score -691409.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -691512.375000 Penalty: 2859.252441
	Iteration 20F: 3 clusters Score -691512.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -691594.500000 Penalty: 2859.252441
	Iteration 21Q: 3 clusters Score -691594.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -691645.500000 Penalty: 2859.252441
	Iteration 22Q: 3 clusters Score -691645.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -691684.187500 Penalty: 2859.252441
	Iteration 23Q: 3 clusters Score -691684.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -691704.812500 Penalty: 2859.252441
	Iteration 24Q: 3 clusters Score -691704.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -691737.562500 Penalty: 2859.252441
	Iteration 25Q: 3 clusters Score -691737.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -691758.875000 Penalty: 2859.252441
	Iteration 26Q: 3 clusters Score -691758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -691772.187500 Penalty: 2859.252441
	Iteration 27Q: 3 clusters Score -691772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -691777.937500 Penalty: 2859.252441
	Iteration 28Q: 3 clusters Score -691777.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -691787.187500 Penalty: 2859.252441
	Iteration 29Q: 3 clusters Score -691787.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -691795.812500 Penalty: 2859.252441
	Iteration 30Q: 3 clusters Score -691795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -691802.500000 Penalty: 2859.252441
	Iteration 31Q: 3 clusters Score -691802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -691806.750000 Penalty: 2859.252441
	Iteration 32Q: 3 clusters Score -691806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -691810.375000 Penalty: 2859.252441
	Iteration 33Q: 3 clusters Score -691810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -691815.312500 Penalty: 2859.252441
	Iteration 34Q: 3 clusters Score -691815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -691818.312500 Penalty: 2859.252441
	Iteration 35Q: 3 clusters Score -691818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -691818.312500 Penalty: 2859.252441
	Iteration 36F: 3 clusters Score -691818.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -132590.890625 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -132590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130963.429688 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -130963.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -131244.812500 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -131244.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131309.984375 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -131310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -131346.437500 Penalty: 2320.904541
	Iteration 3Q: 3 clusters Score -131346.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131372.578125 Penalty: 2320.904541
	Iteration 4Q: 3 clusters Score -131372.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -131395.875000 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -131395.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -131411.296875 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -131411.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131426.484375 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -131426.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131442.078125 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -131442.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131460.531250 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -131460.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -131469.625000 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -131469.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -131476.953125 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -131477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131490.015625 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -131490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -131501.359375 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -131501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -131509.375000 Penalty: 2320.904541
	Iteration 14Q: 3 clusters Score -131509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -131517.640625 Penalty: 2320.904541
	Iteration 15Q: 3 clusters Score -131517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -131530.062500 Penalty: 2320.904541
	Iteration 16Q: 3 clusters Score -131530.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -131547.890625 Penalty: 2320.904541
	Iteration 17Q: 3 clusters Score -131547.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131563.187500 Penalty: 2320.904541
	Iteration 18Q: 3 clusters Score -131563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -131574.515625 Penalty: 2320.904541
	Iteration 19Q: 3 clusters Score -131574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -131581.609375 Penalty: 2320.904541
	Iteration 20F: 3 clusters Score -131581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -131593.750000 Penalty: 2320.904541
	Iteration 21Q: 3 clusters Score -131593.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -131604.296875 Penalty: 2320.904541
	Iteration 22Q: 3 clusters Score -131604.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -131615.109375 Penalty: 2320.904541
	Iteration 23Q: 3 clusters Score -131615.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -131627.578125 Penalty: 2320.904541
	Iteration 24Q: 3 clusters Score -131627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131636.125000 Penalty: 2320.904541
	Iteration 25Q: 3 clusters Score -131636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -131648.546875 Penalty: 2320.904541
	Iteration 26Q: 3 clusters Score -131648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -131660.625000 Penalty: 2320.904541
	Iteration 27Q: 3 clusters Score -131660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -131667.984375 Penalty: 2320.904541
	Iteration 28Q: 3 clusters Score -131668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -131670.437500 Penalty: 2320.904541
	Iteration 29Q: 3 clusters Score -131670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -131672.765625 Penalty: 2320.904541
	Iteration 30Q: 3 clusters Score -131672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -131675.687500 Penalty: 2320.904541
	Iteration 31Q: 3 clusters Score -131675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -131679.906250 Penalty: 2320.904541
	Iteration 32Q: 3 clusters Score -131679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -131685.078125 Penalty: 2320.904541
	Iteration 33Q: 3 clusters Score -131685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131689.812500 Penalty: 2320.904541
	Iteration 34Q: 3 clusters Score -131689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -131693.796875 Penalty: 2320.904541
	Iteration 35Q: 3 clusters Score -131693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -131699.906250 Penalty: 2320.904541
	Iteration 36Q: 3 clusters Score -131699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -131710.390625 Penalty: 2320.904541
	Iteration 37Q: 3 clusters Score -131710.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -131732.984375 Penalty: 2320.904541
	Iteration 38Q: 3 clusters Score -131733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -131762.828125 Penalty: 2320.904541
	Iteration 39Q: 3 clusters Score -131762.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -131792.328125 Penalty: 2320.904541
	Iteration 40F: 3 clusters Score -131792.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -131815.937500 Penalty: 2320.904541
	Iteration 41Q: 3 clusters Score -131815.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -131842.703125 Penalty: 2320.904541
	Iteration 42Q: 3 clusters Score -131842.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -131861.281250 Penalty: 2320.904541
	Iteration 43Q: 3 clusters Score -131861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -131883.578125 Penalty: 2320.904541
	Iteration 44Q: 3 clusters Score -131883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -131917.656250 Penalty: 2320.904541
	Iteration 45Q: 3 clusters Score -131917.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131945.921875 Penalty: 2320.904541
	Iteration 46Q: 3 clusters Score -131945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -131965.921875 Penalty: 2320.904541
	Iteration 47Q: 3 clusters Score -131965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -131974.078125 Penalty: 2320.904541
	Iteration 48Q: 3 clusters Score -131974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -131983.781250 Penalty: 2320.904541
	Iteration 49Q: 3 clusters Score -131983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -131987.875000 Penalty: 2320.904541
	Iteration 50Q: 3 clusters Score -131987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -131993.921875 Penalty: 2320.904541
	Iteration 51Q: 3 clusters Score -131993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -132000.140625 Penalty: 2320.904541
	Iteration 52Q: 3 clusters Score -132000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -132006.156250 Penalty: 2320.904541
	Iteration 53Q: 3 clusters Score -132006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -132012.406250 Penalty: 2320.904541
	Iteration 54Q: 3 clusters Score -132012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -132014.515625 Penalty: 2320.904541
	Iteration 55Q: 3 clusters Score -132014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -132016.781250 Penalty: 2320.904541
	Iteration 56Q: 3 clusters Score -132016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -132016.781250 Penalty: 2320.904541
	Iteration 57F: 3 clusters Score -132016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Entering Unmasked Estep 
Score: -1006700.312500 Penalty: 1501.798950
	Iteration 0F: 2 clusters Score -1006700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -999416.812500 Penalty: 3003.597900
	Iteration 0F: 3 clusters Score -999416.8 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1002254.687500 Penalty: 3003.597900
	Iteration 1F: 3 clusters Score -1002255 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1003079.937500 Penalty: 3003.597900
	Iteration 2F: 3 clusters Score -1003080 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1003855.687500 Penalty: 3003.597900
	Iteration 3F: 3 clusters Score -1003856 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1004433.625000 Penalty: 3003.597900
	Iteration 4F: 3 clusters Score -1004434 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1004800.312500 Penalty: 3003.597900
	Iteration 5F: 3 clusters Score -1004800 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1005046.312500 Penalty: 3003.597900
	Iteration 6Q: 3 clusters Score -1005046 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1005203.625000 Penalty: 3003.597900
	Iteration 7Q: 3 clusters Score -1005204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1005323.750000 Penalty: 3003.597900
	Iteration 8Q: 3 clusters Score -1005324 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1005428.875000 Penalty: 3003.597900
	Iteration 9Q: 3 clusters Score -1005429 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1005517.562500 Penalty: 3003.597900
	Iteration 10Q: 3 clusters Score -1005518 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1005595.187500 Penalty: 3003.597900
	Iteration 11Q: 3 clusters Score -1005595 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1005647.937500 Penalty: 3003.597900
	Iteration 12Q: 3 clusters Score -1005648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1005703.875000 Penalty: 3003.597900
	Iteration 13Q: 3 clusters Score -1005704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1005764.500000 Penalty: 3003.597900
	Iteration 14Q: 3 clusters Score -1005764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1005810.187500 Penalty: 3003.597900
	Iteration 15Q: 3 clusters Score -1005810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1005847.437500 Penalty: 3003.597900
	Iteration 16Q: 3 clusters Score -1005847 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1005883.625000 Penalty: 3003.597900
	Iteration 17Q: 3 clusters Score -1005884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1005925.750000 Penalty: 3003.597900
	Iteration 18Q: 3 clusters Score -1005926 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1005980.125000 Penalty: 3003.597900
	Iteration 19Q: 3 clusters Score -1005980 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1006035.187500 Penalty: 3003.597900
	Iteration 20F: 3 clusters Score -1006035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1006095.000000 Penalty: 3003.597900
	Iteration 21Q: 3 clusters Score -1006095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1006134.687500 Penalty: 3003.597900
	Iteration 22Q: 3 clusters Score -1006135 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1006167.250000 Penalty: 3003.597900
	Iteration 23Q: 3 clusters Score -1006167 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1006196.437500 Penalty: 3003.597900
	Iteration 24Q: 3 clusters Score -1006196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1006221.625000 Penalty: 3003.597900
	Iteration 25Q: 3 clusters Score -1006222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1006240.750000 Penalty: 3003.597900
	Iteration 26Q: 3 clusters Score -1006241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1006258.937500 Penalty: 3003.597900
	Iteration 27Q: 3 clusters Score -1006259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1006276.125000 Penalty: 3003.597900
	Iteration 28Q: 3 clusters Score -1006276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1006295.000000 Penalty: 3003.597900
	Iteration 29Q: 3 clusters Score -1006295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1006311.562500 Penalty: 3003.597900
	Iteration 30Q: 3 clusters Score -1006312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1006332.625000 Penalty: 3003.597900
	Iteration 31Q: 3 clusters Score -1006333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1006362.875000 Penalty: 3003.597900
	Iteration 32Q: 3 clusters Score -1006363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1006388.812500 Penalty: 3003.597900
	Iteration 33Q: 3 clusters Score -1006389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1006432.375000 Penalty: 3003.597900
	Iteration 34Q: 3 clusters Score -1006432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1006481.312500 Penalty: 3003.597900
	Iteration 35Q: 3 clusters Score -1006481 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1006541.312500 Penalty: 3003.597900
	Iteration 36Q: 3 clusters Score -1006541 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1006602.937500 Penalty: 3003.597900
	Iteration 37Q: 3 clusters Score -1006603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1006636.125000 Penalty: 3003.597900
	Iteration 38Q: 3 clusters Score -1006636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1006656.000000 Penalty: 3003.597900
	Iteration 39Q: 3 clusters Score -1006656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1006670.625000 Penalty: 3003.597900
	Iteration 40F: 3 clusters Score -1006671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1006679.312500 Penalty: 3003.597900
	Iteration 41Q: 3 clusters Score -1006679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1006686.125000 Penalty: 3003.597900
	Iteration 42Q: 3 clusters Score -1006686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1006696.687500 Penalty: 3003.597900
	Iteration 43Q: 3 clusters Score -1006697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1006704.000000 Penalty: 3003.597900
	Iteration 44Q: 3 clusters Score -1006704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1006708.437500 Penalty: 3003.597900
	Iteration 45Q: 3 clusters Score -1006708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1006714.000000 Penalty: 3003.597900
	Iteration 46Q: 3 clusters Score -1006714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1006717.562500 Penalty: 3003.597900
	Iteration 47Q: 3 clusters Score -1006718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1006719.500000 Penalty: 3003.597900
	Iteration 48Q: 3 clusters Score -1006720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1006724.625000 Penalty: 3003.597900
	Iteration 49Q: 3 clusters Score -1006725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1006724.625000 Penalty: 3003.597900
	Iteration 50Q: 3 clusters Score -1006725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1006729.375000 Penalty: 3003.597900
	Iteration 51Q: 3 clusters Score -1006729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1006730.000000 Penalty: 3003.597900
	Iteration 52Q: 3 clusters Score -1006730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1006731.125000 Penalty: 3003.597900
	Iteration 53Q: 3 clusters Score -1006731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1006729.375000 Penalty: 3003.597900
	Iteration 54Q: 3 clusters Score -1006729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1006734.000000 Penalty: 3003.597900
	Iteration 55Q: 3 clusters Score -1006734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1006736.937500 Penalty: 3003.597900
	Iteration 56Q: 3 clusters Score -1006737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1006737.375000 Penalty: 3003.597900
	Iteration 57Q: 3 clusters Score -1006737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1006738.500000 Penalty: 3003.597900
	Iteration 58Q: 3 clusters Score -1006738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1006743.687500 Penalty: 3003.597900
	Iteration 59Q: 3 clusters Score -1006744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1006748.562500 Penalty: 3003.597900
	Iteration 60F: 3 clusters Score -1006749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1006753.375000 Penalty: 3003.597900
	Iteration 61Q: 3 clusters Score -1006753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1006754.375000 Penalty: 3003.597900
	Iteration 62Q: 3 clusters Score -1006754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1006757.125000 Penalty: 3003.597900
	Iteration 63Q: 3 clusters Score -1006757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1006756.875000 Penalty: 3003.597900
	Iteration 64Q: 3 clusters Score -1006757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1006759.812500 Penalty: 3003.597900
	Iteration 65Q: 3 clusters Score -1006760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1006760.187500 Penalty: 3003.597900
	Iteration 66Q: 3 clusters Score -1006760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1006761.500000 Penalty: 3003.597900
	Iteration 67Q: 3 clusters Score -1006762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1006760.687500 Penalty: 3003.597900
	Iteration 68Q: 3 clusters Score -1006761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1006761.125000 Penalty: 3003.597900
	Iteration 69Q: 3 clusters Score -1006761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1006761.562500 Penalty: 3003.597900
	Iteration 70Q: 3 clusters Score -1006762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1006761.375000 Penalty: 3003.597900
	Iteration 71Q: 3 clusters Score -1006761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1006761.375000 Penalty: 3003.597900
	Iteration 72F: 3 clusters Score -1006761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 1796 members 
Entering Unmasked Estep 
Score: -101035392.000000 Penalty: 98589.312500
Splitting cluster 18 changes total score from -101036208.000000 to -101035392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1008287.375000 Penalty: 1483.024780
	Iteration 0F: 2 clusters Score -1008287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1001654.687500 Penalty: 2966.049561
	Iteration 0F: 3 clusters Score -1001655 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1003917.062500 Penalty: 2966.049561
	Iteration 1F: 3 clusters Score -1003917 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1004275.875000 Penalty: 2966.049561
	Iteration 2F: 3 clusters Score -1004276 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1004563.625000 Penalty: 2966.049561
	Iteration 3F: 3 clusters Score -1004564 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1004809.562500 Penalty: 2966.049561
	Iteration 4F: 3 clusters Score -1004810 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1005022.062500 Penalty: 2966.049561
	Iteration 5Q: 3 clusters Score -1005022 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1005207.187500 Penalty: 2966.049561
	Iteration 6Q: 3 clusters Score -1005207 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1005364.375000 Penalty: 2966.049561
	Iteration 7Q: 3 clusters Score -1005364 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1005505.812500 Penalty: 2966.049561
	Iteration 8Q: 3 clusters Score -1005506 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1005642.062500 Penalty: 2966.049561
	Iteration 9Q: 3 clusters Score -1005642 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1005754.375000 Penalty: 2966.049561
	Iteration 10Q: 3 clusters Score -1005754 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1005871.125000 Penalty: 2966.049561
	Iteration 11Q: 3 clusters Score -1005871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1005963.625000 Penalty: 2966.049561
	Iteration 12Q: 3 clusters Score -1005964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1006045.437500 Penalty: 2966.049561
	Iteration 13Q: 3 clusters Score -1006045 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1006116.562500 Penalty: 2966.049561
	Iteration 14Q: 3 clusters Score -1006117 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1006188.687500 Penalty: 2966.049561
	Iteration 15Q: 3 clusters Score -1006189 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1006257.312500 Penalty: 2966.049561
	Iteration 16Q: 3 clusters Score -1006257 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1006316.812500 Penalty: 2966.049561
	Iteration 17Q: 3 clusters Score -1006317 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1006379.812500 Penalty: 2966.049561
	Iteration 18Q: 3 clusters Score -1006380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1006434.875000 Penalty: 2966.049561
	Iteration 19Q: 3 clusters Score -1006435 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1006481.750000 Penalty: 2966.049561
	Iteration 20F: 3 clusters Score -1006482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1006514.062500 Penalty: 2966.049561
	Iteration 21Q: 3 clusters Score -1006514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1006545.500000 Penalty: 2966.049561
	Iteration 22Q: 3 clusters Score -1006546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1006566.875000 Penalty: 2966.049561
	Iteration 23Q: 3 clusters Score -1006567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1006589.937500 Penalty: 2966.049561
	Iteration 24Q: 3 clusters Score -1006590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1006606.312500 Penalty: 2966.049561
	Iteration 25Q: 3 clusters Score -1006606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1006621.750000 Penalty: 2966.049561
	Iteration 26Q: 3 clusters Score -1006622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1006639.187500 Penalty: 2966.049561
	Iteration 27Q: 3 clusters Score -1006639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1006655.062500 Penalty: 2966.049561
	Iteration 28Q: 3 clusters Score -1006655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1006670.937500 Penalty: 2966.049561
	Iteration 29Q: 3 clusters Score -1006671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1006690.625000 Penalty: 2966.049561
	Iteration 30Q: 3 clusters Score -1006691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1006708.875000 Penalty: 2966.049561
	Iteration 31Q: 3 clusters Score -1006709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1006734.625000 Penalty: 2966.049561
	Iteration 32Q: 3 clusters Score -1006735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1006759.750000 Penalty: 2966.049561
	Iteration 33Q: 3 clusters Score -1006760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1006779.750000 Penalty: 2966.049561
	Iteration 34Q: 3 clusters Score -1006780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1006793.250000 Penalty: 2966.049561
	Iteration 35Q: 3 clusters Score -1006793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1006801.875000 Penalty: 2966.049561
	Iteration 36Q: 3 clusters Score -1006802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1006811.312500 Penalty: 2966.049561
	Iteration 37Q: 3 clusters Score -1006811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1006821.500000 Penalty: 2966.049561
	Iteration 38Q: 3 clusters Score -1006822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1006833.937500 Penalty: 2966.049561
	Iteration 39Q: 3 clusters Score -1006834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1006844.375000 Penalty: 2966.049561
	Iteration 40F: 3 clusters Score -1006844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1006856.687500 Penalty: 2966.049561
	Iteration 41Q: 3 clusters Score -1006857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1006870.937500 Penalty: 2966.049561
	Iteration 42Q: 3 clusters Score -1006871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1006880.375000 Penalty: 2966.049561
	Iteration 43Q: 3 clusters Score -1006880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1006888.125000 Penalty: 2966.049561
	Iteration 44Q: 3 clusters Score -1006888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1006900.312500 Penalty: 2966.049561
	Iteration 45Q: 3 clusters Score -1006900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1006912.125000 Penalty: 2966.049561
	Iteration 46Q: 3 clusters Score -1006912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1006919.687500 Penalty: 2966.049561
	Iteration 47Q: 3 clusters Score -1006920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1006928.562500 Penalty: 2966.049561
	Iteration 48Q: 3 clusters Score -1006929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1006936.625000 Penalty: 2966.049561
	Iteration 49Q: 3 clusters Score -1006937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1006945.687500 Penalty: 2966.049561
	Iteration 50Q: 3 clusters Score -1006946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1006954.437500 Penalty: 2966.049561
	Iteration 51Q: 3 clusters Score -1006954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1006959.250000 Penalty: 2966.049561
	Iteration 52Q: 3 clusters Score -1006959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1006961.500000 Penalty: 2966.049561
	Iteration 53Q: 3 clusters Score -1006962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1006963.625000 Penalty: 2966.049561
	Iteration 54Q: 3 clusters Score -1006964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1006966.000000 Penalty: 2966.049561
	Iteration 55Q: 3 clusters Score -1006966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1006970.625000 Penalty: 2966.049561
	Iteration 56Q: 3 clusters Score -1006971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1006971.875000 Penalty: 2966.049561
	Iteration 57Q: 3 clusters Score -1006972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1006973.562500 Penalty: 2966.049561
	Iteration 58Q: 3 clusters Score -1006974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1006973.937500 Penalty: 2966.049561
	Iteration 59Q: 3 clusters Score -1006974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1006973.937500 Penalty: 2966.049561
	Iteration 60F: 3 clusters Score -1006974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -274352.375000 Penalty: 1292.071167
	Iteration 0F: 2 clusters Score -274352.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -271792.562500 Penalty: 2584.142334
	Iteration 0F: 3 clusters Score -271792.6 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -272570.187500 Penalty: 2584.142334
	Iteration 1F: 3 clusters Score -272570.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -272839.093750 Penalty: 2584.142334
	Iteration 2F: 3 clusters Score -272839.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -273036.312500 Penalty: 2584.142334
	Iteration 3F: 3 clusters Score -273036.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -273172.437500 Penalty: 2584.142334
	Iteration 4F: 3 clusters Score -273172.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -273292.906250 Penalty: 2584.142334
	Iteration 5Q: 3 clusters Score -273292.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -273395.906250 Penalty: 2584.142334
	Iteration 6Q: 3 clusters Score -273395.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -273489.562500 Penalty: 2584.142334
	Iteration 7Q: 3 clusters Score -273489.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -273589.375000 Penalty: 2584.142334
	Iteration 8Q: 3 clusters Score -273589.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -273654.312500 Penalty: 2584.142334
	Iteration 9Q: 3 clusters Score -273654.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -273725.281250 Penalty: 2584.142334
	Iteration 10Q: 3 clusters Score -273725.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -273782.093750 Penalty: 2584.142334
	Iteration 11Q: 3 clusters Score -273782.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -273825.718750 Penalty: 2584.142334
	Iteration 12Q: 3 clusters Score -273825.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -273860.718750 Penalty: 2584.142334
	Iteration 13Q: 3 clusters Score -273860.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -273895.687500 Penalty: 2584.142334
	Iteration 14Q: 3 clusters Score -273895.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -273923.656250 Penalty: 2584.142334
	Iteration 15Q: 3 clusters Score -273923.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -273942.281250 Penalty: 2584.142334
	Iteration 16Q: 3 clusters Score -273942.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -273957.843750 Penalty: 2584.142334
	Iteration 17Q: 3 clusters Score -273957.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -273971.187500 Penalty: 2584.142334
	Iteration 18Q: 3 clusters Score -273971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -273982.250000 Penalty: 2584.142334
	Iteration 19Q: 3 clusters Score -273982.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -273988.875000 Penalty: 2584.142334
	Iteration 20F: 3 clusters Score -273988.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -274020.031250 Penalty: 2584.142334
	Iteration 21Q: 3 clusters Score -274020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -274036.687500 Penalty: 2584.142334
	Iteration 22Q: 3 clusters Score -274036.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -274043.812500 Penalty: 2584.142334
	Iteration 23Q: 3 clusters Score -274043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -274045.843750 Penalty: 2584.142334
	Iteration 24Q: 3 clusters Score -274045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -274047.062500 Penalty: 2584.142334
	Iteration 25Q: 3 clusters Score -274047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -274047.843750 Penalty: 2584.142334
	Iteration 26Q: 3 clusters Score -274047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -274048.093750 Penalty: 2584.142334
	Iteration 27Q: 3 clusters Score -274048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -274048.093750 Penalty: 2584.142334
	Iteration 28F: 3 clusters Score -274048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -798052.750000 Penalty: 1451.226807
	Iteration 0F: 2 clusters Score -798052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -792526.562500 Penalty: 2902.453613
	Iteration 0F: 3 clusters Score -792526.6 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -794277.312500 Penalty: 2902.453613
	Iteration 1F: 3 clusters Score -794277.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -794515.312500 Penalty: 2902.453613
	Iteration 2F: 3 clusters Score -794515.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -794704.312500 Penalty: 2902.453613
	Iteration 3F: 3 clusters Score -794704.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -794883.875000 Penalty: 2902.453613
	Iteration 4Q: 3 clusters Score -794883.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -795051.437500 Penalty: 2902.453613
	Iteration 5Q: 3 clusters Score -795051.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -795217.000000 Penalty: 2902.453613
	Iteration 6Q: 3 clusters Score -795217 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -795372.125000 Penalty: 2902.453613
	Iteration 7Q: 3 clusters Score -795372.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -795534.687500 Penalty: 2902.453613
	Iteration 8Q: 3 clusters Score -795534.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -795688.625000 Penalty: 2902.453613
	Iteration 9Q: 3 clusters Score -795688.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -795820.687500 Penalty: 2902.453613
	Iteration 10Q: 3 clusters Score -795820.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -795948.000000 Penalty: 2902.453613
	Iteration 11Q: 3 clusters Score -795948 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -796077.750000 Penalty: 2902.453613
	Iteration 12Q: 3 clusters Score -796077.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -796194.937500 Penalty: 2902.453613
	Iteration 13Q: 3 clusters Score -796194.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -796290.437500 Penalty: 2902.453613
	Iteration 14Q: 3 clusters Score -796290.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -796364.687500 Penalty: 2902.453613
	Iteration 15Q: 3 clusters Score -796364.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -796434.687500 Penalty: 2902.453613
	Iteration 16Q: 3 clusters Score -796434.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -796487.812500 Penalty: 2902.453613
	Iteration 17Q: 3 clusters Score -796487.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -796544.750000 Penalty: 2902.453613
	Iteration 18Q: 3 clusters Score -796544.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -796596.562500 Penalty: 2902.453613
	Iteration 19Q: 3 clusters Score -796596.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -796638.437500 Penalty: 2902.453613
	Iteration 20F: 3 clusters Score -796638.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -796665.625000 Penalty: 2902.453613
	Iteration 21Q: 3 clusters Score -796665.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -796690.187500 Penalty: 2902.453613
	Iteration 22Q: 3 clusters Score -796690.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -796709.687500 Penalty: 2902.453613
	Iteration 23Q: 3 clusters Score -796709.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -796730.125000 Penalty: 2902.453613
	Iteration 24Q: 3 clusters Score -796730.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -796748.250000 Penalty: 2902.453613
	Iteration 25Q: 3 clusters Score -796748.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -796767.500000 Penalty: 2902.453613
	Iteration 26Q: 3 clusters Score -796767.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -796781.937500 Penalty: 2902.453613
	Iteration 27Q: 3 clusters Score -796781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -796789.000000 Penalty: 2902.453613
	Iteration 28Q: 3 clusters Score -796789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -796797.625000 Penalty: 2902.453613
	Iteration 29Q: 3 clusters Score -796797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -796803.125000 Penalty: 2902.453613
	Iteration 30Q: 3 clusters Score -796803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -796806.875000 Penalty: 2902.453613
	Iteration 31Q: 3 clusters Score -796806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -796806.500000 Penalty: 2902.453613
	Iteration 32Q: 3 clusters Score -796806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -796807.812500 Penalty: 2902.453613
	Iteration 33Q: 3 clusters Score -796807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -796808.000000 Penalty: 2902.453613
	Iteration 34Q: 3 clusters Score -796808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -796808.000000 Penalty: 2902.453613
	Iteration 35F: 3 clusters Score -796808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Entering Unmasked Estep 
Score: -1040444.062500 Penalty: 1499.914185
	Iteration 0F: 2 clusters Score -1040444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1033190.125000 Penalty: 2999.828369
	Iteration 0F: 3 clusters Score -1033190 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1035570.187500 Penalty: 2999.828369
	Iteration 1F: 3 clusters Score -1035570 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1035839.437500 Penalty: 2999.828369
	Iteration 2F: 3 clusters Score -1035839 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1036025.625000 Penalty: 2999.828369
	Iteration 3Q: 3 clusters Score -1036026 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1036162.875000 Penalty: 2999.828369
	Iteration 4Q: 3 clusters Score -1036163 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1036291.625000 Penalty: 2999.828369
	Iteration 5Q: 3 clusters Score -1036292 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1036420.000000 Penalty: 2999.828369
	Iteration 6Q: 3 clusters Score -1036420 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1036524.562500 Penalty: 2999.828369
	Iteration 7Q: 3 clusters Score -1036525 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1036634.062500 Penalty: 2999.828369
	Iteration 8Q: 3 clusters Score -1036634 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1036749.562500 Penalty: 2999.828369
	Iteration 9Q: 3 clusters Score -1036750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1036871.875000 Penalty: 2999.828369
	Iteration 10Q: 3 clusters Score -1036872 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1037010.062500 Penalty: 2999.828369
	Iteration 11Q: 3 clusters Score -1037010 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1037151.625000 Penalty: 2999.828369
	Iteration 12Q: 3 clusters Score -1037152 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1037315.000000 Penalty: 2999.828369
	Iteration 13Q: 3 clusters Score -1037315 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1037533.687500 Penalty: 2999.828369
	Iteration 14Q: 3 clusters Score -1037534 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1037770.375000 Penalty: 2999.828369
	Iteration 15Q: 3 clusters Score -1037770 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1038032.062500 Penalty: 2999.828369
	Iteration 16Q: 3 clusters Score -1038032 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1038278.562500 Penalty: 2999.828369
	Iteration 17Q: 3 clusters Score -1038279 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1038486.687500 Penalty: 2999.828369
	Iteration 18Q: 3 clusters Score -1038487 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1038664.562500 Penalty: 2999.828369
	Iteration 19Q: 3 clusters Score -1038665 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1038814.000000 Penalty: 2999.828369
	Iteration 20F: 3 clusters Score -1038814 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1038914.375000 Penalty: 2999.828369
	Iteration 21Q: 3 clusters Score -1038914 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1038995.687500 Penalty: 2999.828369
	Iteration 22Q: 3 clusters Score -1038996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1039044.062500 Penalty: 2999.828369
	Iteration 23Q: 3 clusters Score -1039044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1039075.187500 Penalty: 2999.828369
	Iteration 24Q: 3 clusters Score -1039075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1039101.312500 Penalty: 2999.828369
	Iteration 25Q: 3 clusters Score -1039101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1039111.187500 Penalty: 2999.828369
	Iteration 26Q: 3 clusters Score -1039111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1039125.875000 Penalty: 2999.828369
	Iteration 27Q: 3 clusters Score -1039126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1039130.187500 Penalty: 2999.828369
	Iteration 28Q: 3 clusters Score -1039130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1039138.625000 Penalty: 2999.828369
	Iteration 29Q: 3 clusters Score -1039139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1039149.750000 Penalty: 2999.828369
	Iteration 30Q: 3 clusters Score -1039150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1039164.937500 Penalty: 2999.828369
	Iteration 31Q: 3 clusters Score -1039165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1039176.687500 Penalty: 2999.828369
	Iteration 32Q: 3 clusters Score -1039177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1039180.312500 Penalty: 2999.828369
	Iteration 33Q: 3 clusters Score -1039180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1039183.937500 Penalty: 2999.828369
	Iteration 34Q: 3 clusters Score -1039184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1039189.125000 Penalty: 2999.828369
	Iteration 35Q: 3 clusters Score -1039189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1039193.125000 Penalty: 2999.828369
	Iteration 36Q: 3 clusters Score -1039193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1039197.062500 Penalty: 2999.828369
	Iteration 37Q: 3 clusters Score -1039197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1039197.562500 Penalty: 2999.828369
	Iteration 38Q: 3 clusters Score -1039198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1039197.625000 Penalty: 2999.828369
	Iteration 39Q: 3 clusters Score -1039198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1039197.625000 Penalty: 2999.828369
	Iteration 40F: 3 clusters Score -1039198 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: -219039.859375 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -219039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -216893.031250 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -216893 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -217393.343750 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -217393.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217531.859375 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -217531.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -217609.640625 Penalty: 2484.598877
	Iteration 3Q: 3 clusters Score -217609.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -217665.265625 Penalty: 2484.598877
	Iteration 4Q: 3 clusters Score -217665.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217712.859375 Penalty: 2484.598877
	Iteration 5Q: 3 clusters Score -217712.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -217776.859375 Penalty: 2484.598877
	Iteration 6Q: 3 clusters Score -217776.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -217856.406250 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -217856.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -217965.828125 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -217965.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -218035.125000 Penalty: 2484.598877
	Iteration 9Q: 3 clusters Score -218035.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218078.406250 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -218078.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -218110.359375 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -218110.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218133.734375 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -218133.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -218154.234375 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -218154.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218174.984375 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -218175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -218183.921875 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -218183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218187.890625 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -218187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -218193.093750 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -218193.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218197.328125 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -218197.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -218201.984375 Penalty: 2484.598877
	Iteration 19Q: 3 clusters Score -218202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -218207.609375 Penalty: 2484.598877
	Iteration 20F: 3 clusters Score -218207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -218210.281250 Penalty: 2484.598877
	Iteration 21Q: 3 clusters Score -218210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -218214.250000 Penalty: 2484.598877
	Iteration 22Q: 3 clusters Score -218214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -218217.234375 Penalty: 2484.598877
	Iteration 23Q: 3 clusters Score -218217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -218221.718750 Penalty: 2484.598877
	Iteration 24Q: 3 clusters Score -218221.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -218225.234375 Penalty: 2484.598877
	Iteration 25Q: 3 clusters Score -218225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -218228.484375 Penalty: 2484.598877
	Iteration 26Q: 3 clusters Score -218228.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -218233.234375 Penalty: 2484.598877
	Iteration 27Q: 3 clusters Score -218233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -218239.187500 Penalty: 2484.598877
	Iteration 28Q: 3 clusters Score -218239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218244.468750 Penalty: 2484.598877
	Iteration 29Q: 3 clusters Score -218244.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218251.015625 Penalty: 2484.598877
	Iteration 30Q: 3 clusters Score -218251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -218257.750000 Penalty: 2484.598877
	Iteration 31Q: 3 clusters Score -218257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -218264.687500 Penalty: 2484.598877
	Iteration 32Q: 3 clusters Score -218264.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -218271.984375 Penalty: 2484.598877
	Iteration 33Q: 3 clusters Score -218272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -218284.796875 Penalty: 2484.598877
	Iteration 34Q: 3 clusters Score -218284.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -218304.671875 Penalty: 2484.598877
	Iteration 35Q: 3 clusters Score -218304.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -218344.578125 Penalty: 2484.598877
	Iteration 36Q: 3 clusters Score -218344.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -218430.234375 Penalty: 2484.598877
	Iteration 37Q: 3 clusters Score -218430.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -218538.671875 Penalty: 2484.598877
	Iteration 38Q: 3 clusters Score -218538.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -218581.281250 Penalty: 2484.598877
	Iteration 39Q: 3 clusters Score -218581.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -218618.343750 Penalty: 2484.598877
	Iteration 40F: 3 clusters Score -218618.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -218647.609375 Penalty: 2484.598877
	Iteration 41Q: 3 clusters Score -218647.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -218671.218750 Penalty: 2484.598877
	Iteration 42Q: 3 clusters Score -218671.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -218687.187500 Penalty: 2484.598877
	Iteration 43Q: 3 clusters Score -218687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -218704.656250 Penalty: 2484.598877
	Iteration 44Q: 3 clusters Score -218704.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -218715.125000 Penalty: 2484.598877
	Iteration 45Q: 3 clusters Score -218715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -218730.578125 Penalty: 2484.598877
	Iteration 46Q: 3 clusters Score -218730.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -218750.171875 Penalty: 2484.598877
	Iteration 47Q: 3 clusters Score -218750.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -218764.093750 Penalty: 2484.598877
	Iteration 48Q: 3 clusters Score -218764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -218773.531250 Penalty: 2484.598877
	Iteration 49Q: 3 clusters Score -218773.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -218783.734375 Penalty: 2484.598877
	Iteration 50Q: 3 clusters Score -218783.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -218796.109375 Penalty: 2484.598877
	Iteration 51Q: 3 clusters Score -218796.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -218817.062500 Penalty: 2484.598877
	Iteration 52Q: 3 clusters Score -218817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -218827.921875 Penalty: 2484.598877
	Iteration 53Q: 3 clusters Score -218827.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -218840.328125 Penalty: 2484.598877
	Iteration 54Q: 3 clusters Score -218840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -218853.671875 Penalty: 2484.598877
	Iteration 55Q: 3 clusters Score -218853.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -218870.890625 Penalty: 2484.598877
	Iteration 56Q: 3 clusters Score -218870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218880.218750 Penalty: 2484.598877
	Iteration 57Q: 3 clusters Score -218880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -218889.453125 Penalty: 2484.598877
	Iteration 58Q: 3 clusters Score -218889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -218893.578125 Penalty: 2484.598877
	Iteration 59Q: 3 clusters Score -218893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -218896.578125 Penalty: 2484.598877
	Iteration 60F: 3 clusters Score -218896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218898.375000 Penalty: 2484.598877
	Iteration 61Q: 3 clusters Score -218898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218899.109375 Penalty: 2484.598877
	Iteration 62Q: 3 clusters Score -218899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -218900.328125 Penalty: 2484.598877
	Iteration 63Q: 3 clusters Score -218900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218900.890625 Penalty: 2484.598877
	Iteration 64Q: 3 clusters Score -218900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218900.890625 Penalty: 2484.598877
	Iteration 65F: 3 clusters Score -218900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -75680.070312 Penalty: 1092.817993
	Iteration 0F: 2 clusters Score -75680.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74374.804688 Penalty: 2185.635986
	Iteration 0F: 3 clusters Score -74374.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74674.320312 Penalty: 2185.635986
	Iteration 1F: 3 clusters Score -74674.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74778.562500 Penalty: 2185.635986
	Iteration 2F: 3 clusters Score -74778.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74838.968750 Penalty: 2185.635986
	Iteration 3F: 3 clusters Score -74838.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74871.445312 Penalty: 2185.635986
	Iteration 4Q: 3 clusters Score -74871.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74886.773438 Penalty: 2185.635986
	Iteration 5Q: 3 clusters Score -74886.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74891.656250 Penalty: 2185.635986
	Iteration 6Q: 3 clusters Score -74891.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74895.242188 Penalty: 2185.635986
	Iteration 7Q: 3 clusters Score -74895.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74895.585938 Penalty: 2185.635986
	Iteration 8Q: 3 clusters Score -74895.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74896.234375 Penalty: 2185.635986
	Iteration 9Q: 3 clusters Score -74896.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74896.765625 Penalty: 2185.635986
	Iteration 10Q: 3 clusters Score -74896.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74896.765625 Penalty: 2185.635986
	Iteration 11F: 3 clusters Score -74896.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Entering Unmasked Estep 
Score: -13146732.000000 Penalty: 1902.666138
	Iteration 0F: 2 clusters Score -1.314673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -13066753.000000 Penalty: 3805.332275
	Iteration 0F: 3 clusters Score -1.306675e+07 nChanged 58491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -13100531.000000 Penalty: 3805.332275
	Iteration 1F: 3 clusters Score -1.310053e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -13101986.000000 Penalty: 3805.332275
	Iteration 2Q: 3 clusters Score -1.310199e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -13104387.000000 Penalty: 3805.332275
	Iteration 3Q: 3 clusters Score -1.310439e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -13108800.000000 Penalty: 3805.332275
	Iteration 4F: 3 clusters Score -1.31088e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -13115491.000000 Penalty: 3805.332275
	Iteration 5F: 3 clusters Score -1.311549e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -13124194.000000 Penalty: 3805.332275
	Iteration 6F: 3 clusters Score -1.312419e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -13132591.000000 Penalty: 3805.332275
	Iteration 7F: 3 clusters Score -1.313259e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -13139609.000000 Penalty: 3805.332275
	Iteration 8F: 3 clusters Score -1.313961e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -13144748.000000 Penalty: 3805.332275
	Iteration 9Q: 3 clusters Score -1.314475e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -13146180.000000 Penalty: 3805.332275
	Iteration 10Q: 3 clusters Score -1.314618e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -13146604.000000 Penalty: 3805.332275
	Iteration 11Q: 3 clusters Score -1.31466e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -13146735.000000 Penalty: 3805.332275
	Iteration 12Q: 3 clusters Score -1.314674e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -13146822.000000 Penalty: 3805.332275
	Iteration 13Q: 3 clusters Score -1.314682e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -13146845.000000 Penalty: 3805.332275
	Iteration 14Q: 3 clusters Score -1.314684e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -13146860.000000 Penalty: 3805.332275
	Iteration 15Q: 3 clusters Score -1.314686e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115661 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -13146862.000000 Penalty: 3805.332275
	Iteration 16Q: 3 clusters Score -1.314686e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -13146881.000000 Penalty: 3805.332275
	Iteration 17Q: 3 clusters Score -1.314688e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -13146904.000000 Penalty: 3805.332275
	Iteration 18Q: 3 clusters Score -1.31469e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -13146892.000000 Penalty: 3805.332275
	Iteration 19Q: 3 clusters Score -1.314689e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -13146882.000000 Penalty: 3805.332275
	Iteration 20F: 3 clusters Score -1.314688e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -13146881.000000 Penalty: 3805.332275
	Iteration 21Q: 3 clusters Score -1.314688e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -13146887.000000 Penalty: 3805.332275
	Iteration 22Q: 3 clusters Score -1.314689e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -13146868.000000 Penalty: 3805.332275
	Iteration 23Q: 3 clusters Score -1.314687e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -13146872.000000 Penalty: 3805.332275
	Iteration 24Q: 3 clusters Score -1.314687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -13146878.000000 Penalty: 3805.332275
	Iteration 25Q: 3 clusters Score -1.314688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -13146882.000000 Penalty: 3805.332275
	Iteration 26Q: 3 clusters Score -1.314688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116260 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -13146876.000000 Penalty: 3805.332275
	Iteration 27Q: 3 clusters Score -1.314688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116279 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -13146875.000000 Penalty: 3805.332275
	Iteration 28Q: 3 clusters Score -1.314688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -13146889.000000 Penalty: 3805.332275
	Iteration 29Q: 3 clusters Score -1.314689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -13146881.000000 Penalty: 3805.332275
	Iteration 30Q: 3 clusters Score -1.314688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -13146881.000000 Penalty: 3805.332275
	Iteration 31Q: 3 clusters Score -1.314688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -13146891.000000 Penalty: 3805.332275
	Iteration 32Q: 3 clusters Score -1.314689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -13146875.000000 Penalty: 3805.332275
	Iteration 33Q: 3 clusters Score -1.314688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -13146871.000000 Penalty: 3805.332275
	Iteration 34Q: 3 clusters Score -1.314687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -13146869.000000 Penalty: 3805.332275
	Iteration 35Q: 3 clusters Score -1.314687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116423 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -13146868.000000 Penalty: 3805.332275
	Iteration 36Q: 3 clusters Score -1.314687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -13146882.000000 Penalty: 3805.332275
	Iteration 37Q: 3 clusters Score -1.314688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -13146870.000000 Penalty: 3805.332275
	Iteration 38Q: 3 clusters Score -1.314687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116444 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -13146865.000000 Penalty: 3805.332275
	Iteration 39Q: 3 clusters Score -1.314686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -13146869.000000 Penalty: 3805.332275
	Iteration 40F: 3 clusters Score -1.314687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -13146871.000000 Penalty: 3805.332275
	Iteration 41Q: 3 clusters Score -1.314687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -13146882.000000 Penalty: 3805.332275
	Iteration 42Q: 3 clusters Score -1.314688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -13146878.000000 Penalty: 3805.332275
	Iteration 43Q: 3 clusters Score -1.314688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -13146866.000000 Penalty: 3805.332275
	Iteration 44Q: 3 clusters Score -1.314687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -13146870.000000 Penalty: 3805.332275
	Iteration 45Q: 3 clusters Score -1.314687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116517 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -13146875.000000 Penalty: 3805.332275
	Iteration 46Q: 3 clusters Score -1.314688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116521 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -13146879.000000 Penalty: 3805.332275
	Iteration 47Q: 3 clusters Score -1.314688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116524 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -13146879.000000 Penalty: 3805.332275
	Iteration 48Q: 3 clusters Score -1.314688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -13146878.000000 Penalty: 3805.332275
	Iteration 49Q: 3 clusters Score -1.314688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116527 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -13146884.000000 Penalty: 3805.332275
	Iteration 50Q: 3 clusters Score -1.314688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116530 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -13146884.000000 Penalty: 3805.332275
	Iteration 51Q: 3 clusters Score -1.314688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -13146876.000000 Penalty: 3805.332275
	Iteration 52Q: 3 clusters Score -1.314688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116535 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -13146880.000000 Penalty: 3805.332275
	Iteration 53Q: 3 clusters Score -1.314688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -13146876.000000 Penalty: 3805.332275
	Iteration 54Q: 3 clusters Score -1.314688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -13146879.000000 Penalty: 3805.332275
	Iteration 55Q: 3 clusters Score -1.314688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -13146879.000000 Penalty: 3805.332275
	Iteration 56F: 3 clusters Score -1.314688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 116538 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 5089 members 
Entering Unmasked Estep 
Score: -101036024.000000 Penalty: 98589.312500
Splitting cluster 25 changes total score from -101036208.000000 to -101036024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (104223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Entering Unmasked Estep 
Score: -11170847.000000 Penalty: 1877.571777
	Iteration 0F: 2 clusters Score -1.117085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -11101689.000000 Penalty: 3755.143555
	Iteration 0F: 3 clusters Score -1.110169e+07 nChanged 49664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -11130441.000000 Penalty: 3755.143555
	Iteration 1F: 3 clusters Score -1.113044e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -11131217.000000 Penalty: 3755.143555
	Iteration 2Q: 3 clusters Score -1.113122e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -11132266.000000 Penalty: 3755.143555
	Iteration 3Q: 3 clusters Score -1.113227e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -11133839.000000 Penalty: 3755.143555
	Iteration 4Q: 3 clusters Score -1.113384e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -11136109.000000 Penalty: 3755.143555
	Iteration 5Q: 3 clusters Score -1.113611e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -11138877.000000 Penalty: 3755.143555
	Iteration 6F: 3 clusters Score -1.113888e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -11141814.000000 Penalty: 3755.143555
	Iteration 7F: 3 clusters Score -1.114181e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -11144559.000000 Penalty: 3755.143555
	Iteration 8F: 3 clusters Score -1.114456e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -11146663.000000 Penalty: 3755.143555
	Iteration 9F: 3 clusters Score -1.114666e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -11148127.000000 Penalty: 3755.143555
	Iteration 10Q: 3 clusters Score -1.114813e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -11149140.000000 Penalty: 3755.143555
	Iteration 11Q: 3 clusters Score -1.114914e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -11149638.000000 Penalty: 3755.143555
	Iteration 12Q: 3 clusters Score -1.114964e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -11149993.000000 Penalty: 3755.143555
	Iteration 13Q: 3 clusters Score -1.114999e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -11150179.000000 Penalty: 3755.143555
	Iteration 14Q: 3 clusters Score -1.115018e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -11150356.000000 Penalty: 3755.143555
	Iteration 15Q: 3 clusters Score -1.115036e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -11150451.000000 Penalty: 3755.143555
	Iteration 16Q: 3 clusters Score -1.115045e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -11150496.000000 Penalty: 3755.143555
	Iteration 17Q: 3 clusters Score -1.11505e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -11150491.000000 Penalty: 3755.143555
	Iteration 18Q: 3 clusters Score -1.115049e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -11150572.000000 Penalty: 3755.143555
	Iteration 19Q: 3 clusters Score -1.115057e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -11150639.000000 Penalty: 3755.143555
	Iteration 20F: 3 clusters Score -1.115064e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -11150792.000000 Penalty: 3755.143555
	Iteration 21Q: 3 clusters Score -1.115079e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -11150994.000000 Penalty: 3755.143555
	Iteration 22Q: 3 clusters Score -1.115099e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -11151180.000000 Penalty: 3755.143555
	Iteration 23Q: 3 clusters Score -1.115118e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -11151599.000000 Penalty: 3755.143555
	Iteration 24Q: 3 clusters Score -1.11516e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -11152094.000000 Penalty: 3755.143555
	Iteration 25Q: 3 clusters Score -1.115209e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -11152642.000000 Penalty: 3755.143555
	Iteration 26Q: 3 clusters Score -1.115264e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -11153445.000000 Penalty: 3755.143555
	Iteration 27Q: 3 clusters Score -1.115344e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -11154526.000000 Penalty: 3755.143555
	Iteration 28Q: 3 clusters Score -1.115453e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -11155688.000000 Penalty: 3755.143555
	Iteration 29Q: 3 clusters Score -1.115569e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -11157169.000000 Penalty: 3755.143555
	Iteration 30Q: 3 clusters Score -1.115717e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -11158929.000000 Penalty: 3755.143555
	Iteration 31Q: 3 clusters Score -1.115893e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -11160880.000000 Penalty: 3755.143555
	Iteration 32Q: 3 clusters Score -1.116088e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -11162722.000000 Penalty: 3755.143555
	Iteration 33Q: 3 clusters Score -1.116272e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96880 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -11164359.000000 Penalty: 3755.143555
	Iteration 34Q: 3 clusters Score -1.116436e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -11165853.000000 Penalty: 3755.143555
	Iteration 35Q: 3 clusters Score -1.116585e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100796 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -11166813.000000 Penalty: 3755.143555
	Iteration 36Q: 3 clusters Score -1.116681e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11167286.000000 Penalty: 3755.143555
	Iteration 37Q: 3 clusters Score -1.116729e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11167514.000000 Penalty: 3755.143555
	Iteration 38Q: 3 clusters Score -1.116751e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11167658.000000 Penalty: 3755.143555
	Iteration 39Q: 3 clusters Score -1.116766e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11168125.000000 Penalty: 3755.143555
	Iteration 40F: 3 clusters Score -1.116812e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11168654.000000 Penalty: 3755.143555
	Iteration 41Q: 3 clusters Score -1.116865e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11168953.000000 Penalty: 3755.143555
	Iteration 42Q: 3 clusters Score -1.116895e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11169093.000000 Penalty: 3755.143555
	Iteration 43Q: 3 clusters Score -1.116909e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11169164.000000 Penalty: 3755.143555
	Iteration 44Q: 3 clusters Score -1.116916e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11169202.000000 Penalty: 3755.143555
	Iteration 45Q: 3 clusters Score -1.11692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11169233.000000 Penalty: 3755.143555
	Iteration 46Q: 3 clusters Score -1.116923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103836 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11169234.000000 Penalty: 3755.143555
	Iteration 47Q: 3 clusters Score -1.116923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103846 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11169247.000000 Penalty: 3755.143555
	Iteration 48Q: 3 clusters Score -1.116925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11169246.000000 Penalty: 3755.143555
	Iteration 49Q: 3 clusters Score -1.116925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11169260.000000 Penalty: 3755.143555
	Iteration 50Q: 3 clusters Score -1.116926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11169284.000000 Penalty: 3755.143555
	Iteration 51Q: 3 clusters Score -1.116928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103868 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11169279.000000 Penalty: 3755.143555
	Iteration 52Q: 3 clusters Score -1.116928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11169284.000000 Penalty: 3755.143555
	Iteration 53Q: 3 clusters Score -1.116928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11169288.000000 Penalty: 3755.143555
	Iteration 54Q: 3 clusters Score -1.116929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11169290.000000 Penalty: 3755.143555
	Iteration 55Q: 3 clusters Score -1.116929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11169292.000000 Penalty: 3755.143555
	Iteration 56Q: 3 clusters Score -1.116929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11169299.000000 Penalty: 3755.143555
	Iteration 57Q: 3 clusters Score -1.11693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11169297.000000 Penalty: 3755.143555
	Iteration 58Q: 3 clusters Score -1.11693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11169297.000000 Penalty: 3755.143555
	Iteration 59F: 3 clusters Score -1.11693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -17642.431641 Penalty: 893.289795
	Iteration 0F: 2 clusters Score -17642.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16910.658203 Penalty: 1786.579590
	Iteration 0F: 3 clusters Score -16910.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17040.066406 Penalty: 1786.579590
	Iteration 1F: 3 clusters Score -17040.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17082.117188 Penalty: 1786.579590
	Iteration 2F: 3 clusters Score -17082.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17111.447266 Penalty: 1786.579590
	Iteration 3Q: 3 clusters Score -17111.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17147.582031 Penalty: 1786.579590
	Iteration 4Q: 3 clusters Score -17147.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17222.154297 Penalty: 1786.579590
	Iteration 5Q: 3 clusters Score -17222.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17235.587891 Penalty: 1786.579590
	Iteration 6Q: 3 clusters Score -17235.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17245.326172 Penalty: 1786.579590
	Iteration 7Q: 3 clusters Score -17245.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17245.326172 Penalty: 1786.579590
	Iteration 8F: 3 clusters Score -17245.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -639267.812500 Penalty: 1419.392212
	Iteration 0F: 2 clusters Score -639267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -634471.500000 Penalty: 2838.784424
	Iteration 0F: 3 clusters Score -634471.5 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -635823.875000 Penalty: 2838.784424
	Iteration 1F: 3 clusters Score -635823.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -635995.625000 Penalty: 2838.784424
	Iteration 2F: 3 clusters Score -635995.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -636119.625000 Penalty: 2838.784424
	Iteration 3Q: 3 clusters Score -636119.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -636215.875000 Penalty: 2838.784424
	Iteration 4Q: 3 clusters Score -636215.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -636296.750000 Penalty: 2838.784424
	Iteration 5Q: 3 clusters Score -636296.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -636363.625000 Penalty: 2838.784424
	Iteration 6Q: 3 clusters Score -636363.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -636418.375000 Penalty: 2838.784424
	Iteration 7Q: 3 clusters Score -636418.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -636464.312500 Penalty: 2838.784424
	Iteration 8Q: 3 clusters Score -636464.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -636504.687500 Penalty: 2838.784424
	Iteration 9Q: 3 clusters Score -636504.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -636556.562500 Penalty: 2838.784424
	Iteration 10Q: 3 clusters Score -636556.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -636612.562500 Penalty: 2838.784424
	Iteration 11Q: 3 clusters Score -636612.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -636680.875000 Penalty: 2838.784424
	Iteration 12Q: 3 clusters Score -636680.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -636749.875000 Penalty: 2838.784424
	Iteration 13Q: 3 clusters Score -636749.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -636841.062500 Penalty: 2838.784424
	Iteration 14Q: 3 clusters Score -636841.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -636973.062500 Penalty: 2838.784424
	Iteration 15Q: 3 clusters Score -636973.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -637146.125000 Penalty: 2838.784424
	Iteration 16Q: 3 clusters Score -637146.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -637323.500000 Penalty: 2838.784424
	Iteration 17Q: 3 clusters Score -637323.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -637508.000000 Penalty: 2838.784424
	Iteration 18Q: 3 clusters Score -637508 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -637676.437500 Penalty: 2838.784424
	Iteration 19Q: 3 clusters Score -637676.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -637799.812500 Penalty: 2838.784424
	Iteration 20F: 3 clusters Score -637799.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -637898.937500 Penalty: 2838.784424
	Iteration 21Q: 3 clusters Score -637898.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -637968.437500 Penalty: 2838.784424
	Iteration 22Q: 3 clusters Score -637968.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -637998.062500 Penalty: 2838.784424
	Iteration 23Q: 3 clusters Score -637998.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -638024.687500 Penalty: 2838.784424
	Iteration 24Q: 3 clusters Score -638024.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -638044.750000 Penalty: 2838.784424
	Iteration 25Q: 3 clusters Score -638044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -638050.812500 Penalty: 2838.784424
	Iteration 26Q: 3 clusters Score -638050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -638060.250000 Penalty: 2838.784424
	Iteration 27Q: 3 clusters Score -638060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -638067.312500 Penalty: 2838.784424
	Iteration 28Q: 3 clusters Score -638067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -638072.687500 Penalty: 2838.784424
	Iteration 29Q: 3 clusters Score -638072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -638079.375000 Penalty: 2838.784424
	Iteration 30Q: 3 clusters Score -638079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -638082.312500 Penalty: 2838.784424
	Iteration 31Q: 3 clusters Score -638082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -638087.312500 Penalty: 2838.784424
	Iteration 32Q: 3 clusters Score -638087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -638091.500000 Penalty: 2838.784424
	Iteration 33Q: 3 clusters Score -638091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -638094.875000 Penalty: 2838.784424
	Iteration 34Q: 3 clusters Score -638094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -638096.062500 Penalty: 2838.784424
	Iteration 35Q: 3 clusters Score -638096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -638096.250000 Penalty: 2838.784424
	Iteration 36Q: 3 clusters Score -638096.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -638096.250000 Penalty: 2838.784424
	Iteration 37F: 3 clusters Score -638096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Entering Unmasked Estep 
Score: -2006822.875000 Penalty: 1595.943848
	Iteration 0F: 2 clusters Score -2006823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1994044.750000 Penalty: 3191.887695
	Iteration 0F: 3 clusters Score -1994045 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1998637.250000 Penalty: 3191.887695
	Iteration 1F: 3 clusters Score -1998637 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1999095.500000 Penalty: 3191.887695
	Iteration 2F: 3 clusters Score -1999096 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1999580.000000 Penalty: 3191.887695
	Iteration 3F: 3 clusters Score -1999580 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2000154.000000 Penalty: 3191.887695
	Iteration 4F: 3 clusters Score -2000154 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2000862.000000 Penalty: 3191.887695
	Iteration 5F: 3 clusters Score -2000862 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2001780.250000 Penalty: 3191.887695
	Iteration 6F: 3 clusters Score -2001780 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2002843.125000 Penalty: 3191.887695
	Iteration 7F: 3 clusters Score -2002843 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2003857.625000 Penalty: 3191.887695
	Iteration 8F: 3 clusters Score -2003858 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2004570.625000 Penalty: 3191.887695
	Iteration 9Q: 3 clusters Score -2004571 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2004973.500000 Penalty: 3191.887695
	Iteration 10Q: 3 clusters Score -2004974 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2005219.750000 Penalty: 3191.887695
	Iteration 11Q: 3 clusters Score -2005220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2005328.750000 Penalty: 3191.887695
	Iteration 12Q: 3 clusters Score -2005329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2005381.875000 Penalty: 3191.887695
	Iteration 13Q: 3 clusters Score -2005382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2005416.625000 Penalty: 3191.887695
	Iteration 14Q: 3 clusters Score -2005417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2005430.875000 Penalty: 3191.887695
	Iteration 15Q: 3 clusters Score -2005431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2005434.750000 Penalty: 3191.887695
	Iteration 16Q: 3 clusters Score -2005435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2005437.375000 Penalty: 3191.887695
	Iteration 17Q: 3 clusters Score -2005437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2005439.125000 Penalty: 3191.887695
	Iteration 18Q: 3 clusters Score -2005439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2005439.125000 Penalty: 3191.887695
	Iteration 19F: 3 clusters Score -2005439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (175823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Entering Unmasked Estep 
Score: -18587534.000000 Penalty: 1962.550415
	Iteration 0F: 2 clusters Score -1.858753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -18469996.000000 Penalty: 3925.100830
	Iteration 0F: 3 clusters Score -1.847e+07 nChanged 84920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -18519840.000000 Penalty: 3925.100830
	Iteration 1F: 3 clusters Score -1.851984e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -18521492.000000 Penalty: 3925.100830
	Iteration 2Q: 3 clusters Score -1.852149e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -18524036.000000 Penalty: 3925.100830
	Iteration 3Q: 3 clusters Score -1.852404e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 111236 members 
Entering Unmasked Estep 
Score: -18528630.000000 Penalty: 3925.100830
	Iteration 4Q: 3 clusters Score -1.852863e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -18536658.000000 Penalty: 3925.100830
	Iteration 5F: 3 clusters Score -1.853666e+07 nChanged 15316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -18549476.000000 Penalty: 3925.100830
	Iteration 6F: 3 clusters Score -1.854948e+07 nChanged 16407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -18565328.000000 Penalty: 3925.100830
	Iteration 7F: 3 clusters Score -1.856533e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 167350 members 
Entering Unmasked Estep 
Score: -18577916.000000 Penalty: 3925.100830
	Iteration 8F: 3 clusters Score -1.857792e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 173441 members 
Entering Unmasked Estep 
Score: -18583652.000000 Penalty: 3925.100830
	Iteration 9Q: 3 clusters Score -1.858365e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 175276 members 
Entering Unmasked Estep 
Score: -18585274.000000 Penalty: 3925.100830
	Iteration 10Q: 3 clusters Score -1.858527e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -18585608.000000 Penalty: 3925.100830
	Iteration 11Q: 3 clusters Score -1.858561e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175692 members 
Entering Unmasked Estep 
Score: -18585744.000000 Penalty: 3925.100830
	Iteration 12Q: 3 clusters Score -1.858574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 175709 members 
Entering Unmasked Estep 
Score: -18585800.000000 Penalty: 3925.100830
	Iteration 13Q: 3 clusters Score -1.85858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -18585806.000000 Penalty: 3925.100830
	Iteration 14Q: 3 clusters Score -1.858581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -18585814.000000 Penalty: 3925.100830
	Iteration 15Q: 3 clusters Score -1.858581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175714 members 
Entering Unmasked Estep 
Score: -18585810.000000 Penalty: 3925.100830
	Iteration 16Q: 3 clusters Score -1.858581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -18585822.000000 Penalty: 3925.100830
	Iteration 17Q: 3 clusters Score -1.858582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -18585822.000000 Penalty: 3925.100830
	Iteration 18F: 3 clusters Score -1.858582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -374916.906250 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -374916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -371933.625000 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -371933.6 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -372654.281250 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -372654.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -372797.656250 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -372797.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -372891.125000 Penalty: 2646.170410
	Iteration 3F: 3 clusters Score -372891.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -372947.000000 Penalty: 2646.170410
	Iteration 4Q: 3 clusters Score -372947 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -372984.875000 Penalty: 2646.170410
	Iteration 5Q: 3 clusters Score -372984.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -373010.125000 Penalty: 2646.170410
	Iteration 6Q: 3 clusters Score -373010.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -373026.843750 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -373026.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -373041.218750 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -373041.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -373054.500000 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -373054.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -373070.125000 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -373070.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -373086.875000 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -373086.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -373106.156250 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -373106.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -373120.500000 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -373120.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -373134.218750 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -373134.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -373148.156250 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -373148.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -373156.843750 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -373156.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -373163.437500 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -373163.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -373167.781250 Penalty: 2646.170410
	Iteration 18Q: 3 clusters Score -373167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -373172.937500 Penalty: 2646.170410
	Iteration 19Q: 3 clusters Score -373172.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -373178.500000 Penalty: 2646.170410
	Iteration 20F: 3 clusters Score -373178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -373181.656250 Penalty: 2646.170410
	Iteration 21Q: 3 clusters Score -373181.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -373186.093750 Penalty: 2646.170410
	Iteration 22Q: 3 clusters Score -373186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -373191.312500 Penalty: 2646.170410
	Iteration 23Q: 3 clusters Score -373191.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -373196.625000 Penalty: 2646.170410
	Iteration 24Q: 3 clusters Score -373196.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -373206.968750 Penalty: 2646.170410
	Iteration 25Q: 3 clusters Score -373207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -373216.593750 Penalty: 2646.170410
	Iteration 26Q: 3 clusters Score -373216.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -373231.218750 Penalty: 2646.170410
	Iteration 27Q: 3 clusters Score -373231.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -373247.562500 Penalty: 2646.170410
	Iteration 28Q: 3 clusters Score -373247.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -373259.718750 Penalty: 2646.170410
	Iteration 29Q: 3 clusters Score -373259.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -373271.718750 Penalty: 2646.170410
	Iteration 30Q: 3 clusters Score -373271.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -373291.593750 Penalty: 2646.170410
	Iteration 31Q: 3 clusters Score -373291.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -373314.875000 Penalty: 2646.170410
	Iteration 32Q: 3 clusters Score -373314.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -373339.093750 Penalty: 2646.170410
	Iteration 33Q: 3 clusters Score -373339.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -373361.750000 Penalty: 2646.170410
	Iteration 34Q: 3 clusters Score -373361.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -373381.218750 Penalty: 2646.170410
	Iteration 35Q: 3 clusters Score -373381.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -373398.781250 Penalty: 2646.170410
	Iteration 36Q: 3 clusters Score -373398.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -373415.125000 Penalty: 2646.170410
	Iteration 37Q: 3 clusters Score -373415.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -373432.281250 Penalty: 2646.170410
	Iteration 38Q: 3 clusters Score -373432.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -373448.125000 Penalty: 2646.170410
	Iteration 39Q: 3 clusters Score -373448.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -373459.281250 Penalty: 2646.170410
	Iteration 40F: 3 clusters Score -373459.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -373467.062500 Penalty: 2646.170410
	Iteration 41Q: 3 clusters Score -373467.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -373473.125000 Penalty: 2646.170410
	Iteration 42Q: 3 clusters Score -373473.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -373478.937500 Penalty: 2646.170410
	Iteration 43Q: 3 clusters Score -373478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -373483.562500 Penalty: 2646.170410
	Iteration 44Q: 3 clusters Score -373483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -373485.875000 Penalty: 2646.170410
	Iteration 45Q: 3 clusters Score -373485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -373488.218750 Penalty: 2646.170410
	Iteration 46Q: 3 clusters Score -373488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -373491.062500 Penalty: 2646.170410
	Iteration 47Q: 3 clusters Score -373491.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -373494.437500 Penalty: 2646.170410
	Iteration 48Q: 3 clusters Score -373494.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -373498.937500 Penalty: 2646.170410
	Iteration 49Q: 3 clusters Score -373498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -373504.343750 Penalty: 2646.170410
	Iteration 50Q: 3 clusters Score -373504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -373512.343750 Penalty: 2646.170410
	Iteration 51Q: 3 clusters Score -373512.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -373519.125000 Penalty: 2646.170410
	Iteration 52Q: 3 clusters Score -373519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -373524.812500 Penalty: 2646.170410
	Iteration 53Q: 3 clusters Score -373524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -373529.343750 Penalty: 2646.170410
	Iteration 54Q: 3 clusters Score -373529.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -373534.812500 Penalty: 2646.170410
	Iteration 55Q: 3 clusters Score -373534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -373539.812500 Penalty: 2646.170410
	Iteration 56Q: 3 clusters Score -373539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -373543.281250 Penalty: 2646.170410
	Iteration 57Q: 3 clusters Score -373543.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -373547.718750 Penalty: 2646.170410
	Iteration 58Q: 3 clusters Score -373547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -373548.875000 Penalty: 2646.170410
	Iteration 59Q: 3 clusters Score -373548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -373550.937500 Penalty: 2646.170410
	Iteration 60F: 3 clusters Score -373550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -373552.625000 Penalty: 2646.170410
	Iteration 61Q: 3 clusters Score -373552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -373555.218750 Penalty: 2646.170410
	Iteration 62Q: 3 clusters Score -373555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -373556.687500 Penalty: 2646.170410
	Iteration 63Q: 3 clusters Score -373556.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -373558.812500 Penalty: 2646.170410
	Iteration 64Q: 3 clusters Score -373558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -373560.375000 Penalty: 2646.170410
	Iteration 65Q: 3 clusters Score -373560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -373562.531250 Penalty: 2646.170410
	Iteration 66Q: 3 clusters Score -373562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -373566.687500 Penalty: 2646.170410
	Iteration 67Q: 3 clusters Score -373566.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -373571.875000 Penalty: 2646.170410
	Iteration 68Q: 3 clusters Score -373571.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -373577.593750 Penalty: 2646.170410
	Iteration 69Q: 3 clusters Score -373577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -373581.625000 Penalty: 2646.170410
	Iteration 70Q: 3 clusters Score -373581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -373583.312500 Penalty: 2646.170410
	Iteration 71Q: 3 clusters Score -373583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -373586.468750 Penalty: 2646.170410
	Iteration 72Q: 3 clusters Score -373586.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -373596.218750 Penalty: 2646.170410
	Iteration 73Q: 3 clusters Score -373596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -373602.781250 Penalty: 2646.170410
	Iteration 74Q: 3 clusters Score -373602.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -373608.343750 Penalty: 2646.170410
	Iteration 75Q: 3 clusters Score -373608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -373611.312500 Penalty: 2646.170410
	Iteration 76Q: 3 clusters Score -373611.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -373613.875000 Penalty: 2646.170410
	Iteration 77Q: 3 clusters Score -373613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -373616.156250 Penalty: 2646.170410
	Iteration 78Q: 3 clusters Score -373616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -373617.906250 Penalty: 2646.170410
	Iteration 79Q: 3 clusters Score -373617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -373619.312500 Penalty: 2646.170410
	Iteration 80F: 3 clusters Score -373619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -373620.500000 Penalty: 2646.170410
	Iteration 81Q: 3 clusters Score -373620.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -373623.562500 Penalty: 2646.170410
	Iteration 82Q: 3 clusters Score -373623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -373624.593750 Penalty: 2646.170410
	Iteration 83Q: 3 clusters Score -373624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -373626.656250 Penalty: 2646.170410
	Iteration 84Q: 3 clusters Score -373626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -373627.843750 Penalty: 2646.170410
	Iteration 85Q: 3 clusters Score -373627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -373629.531250 Penalty: 2646.170410
	Iteration 86Q: 3 clusters Score -373629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -373629.968750 Penalty: 2646.170410
	Iteration 87Q: 3 clusters Score -373630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -373631.031250 Penalty: 2646.170410
	Iteration 88Q: 3 clusters Score -373631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -373630.781250 Penalty: 2646.170410
	Iteration 89Q: 3 clusters Score -373630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -373630.781250 Penalty: 2646.170410
	Iteration 90F: 3 clusters Score -373630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -379151.875000 Penalty: 1338.547485
	Iteration 0F: 2 clusters Score -379151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -375925.437500 Penalty: 2677.094971
	Iteration 0F: 3 clusters Score -375925.4 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -376753.531250 Penalty: 2677.094971
	Iteration 1F: 3 clusters Score -376753.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -376950.406250 Penalty: 2677.094971
	Iteration 2F: 3 clusters Score -376950.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -377090.500000 Penalty: 2677.094971
	Iteration 3F: 3 clusters Score -377090.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -377193.875000 Penalty: 2677.094971
	Iteration 4Q: 3 clusters Score -377193.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -377275.375000 Penalty: 2677.094971
	Iteration 5Q: 3 clusters Score -377275.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -377345.031250 Penalty: 2677.094971
	Iteration 6Q: 3 clusters Score -377345 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -377411.656250 Penalty: 2677.094971
	Iteration 7Q: 3 clusters Score -377411.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -377474.687500 Penalty: 2677.094971
	Iteration 8Q: 3 clusters Score -377474.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -377540.593750 Penalty: 2677.094971
	Iteration 9Q: 3 clusters Score -377540.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -377607.281250 Penalty: 2677.094971
	Iteration 10Q: 3 clusters Score -377607.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -377667.000000 Penalty: 2677.094971
	Iteration 11Q: 3 clusters Score -377667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -377704.062500 Penalty: 2677.094971
	Iteration 12Q: 3 clusters Score -377704.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -377734.375000 Penalty: 2677.094971
	Iteration 13Q: 3 clusters Score -377734.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -377759.343750 Penalty: 2677.094971
	Iteration 14Q: 3 clusters Score -377759.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -377797.468750 Penalty: 2677.094971
	Iteration 15Q: 3 clusters Score -377797.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -377835.375000 Penalty: 2677.094971
	Iteration 16Q: 3 clusters Score -377835.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -377875.312500 Penalty: 2677.094971
	Iteration 17Q: 3 clusters Score -377875.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -377913.968750 Penalty: 2677.094971
	Iteration 18Q: 3 clusters Score -377914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -377967.500000 Penalty: 2677.094971
	Iteration 19Q: 3 clusters Score -377967.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -378034.031250 Penalty: 2677.094971
	Iteration 20F: 3 clusters Score -378034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -378089.968750 Penalty: 2677.094971
	Iteration 21Q: 3 clusters Score -378090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -378141.062500 Penalty: 2677.094971
	Iteration 22Q: 3 clusters Score -378141.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -378197.562500 Penalty: 2677.094971
	Iteration 23Q: 3 clusters Score -378197.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -378242.593750 Penalty: 2677.094971
	Iteration 24Q: 3 clusters Score -378242.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -378281.437500 Penalty: 2677.094971
	Iteration 25Q: 3 clusters Score -378281.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -378326.750000 Penalty: 2677.094971
	Iteration 26Q: 3 clusters Score -378326.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -378361.062500 Penalty: 2677.094971
	Iteration 27Q: 3 clusters Score -378361.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -378398.500000 Penalty: 2677.094971
	Iteration 28Q: 3 clusters Score -378398.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -378425.937500 Penalty: 2677.094971
	Iteration 29Q: 3 clusters Score -378425.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -378460.437500 Penalty: 2677.094971
	Iteration 30Q: 3 clusters Score -378460.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -378496.406250 Penalty: 2677.094971
	Iteration 31Q: 3 clusters Score -378496.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -378539.562500 Penalty: 2677.094971
	Iteration 32Q: 3 clusters Score -378539.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -378598.031250 Penalty: 2677.094971
	Iteration 33Q: 3 clusters Score -378598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -378660.875000 Penalty: 2677.094971
	Iteration 34Q: 3 clusters Score -378660.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -378731.187500 Penalty: 2677.094971
	Iteration 35Q: 3 clusters Score -378731.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -378828.250000 Penalty: 2677.094971
	Iteration 36Q: 3 clusters Score -378828.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -378932.687500 Penalty: 2677.094971
	Iteration 37Q: 3 clusters Score -378932.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -379034.468750 Penalty: 2677.094971
	Iteration 38Q: 3 clusters Score -379034.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -379136.687500 Penalty: 2677.094971
	Iteration 39Q: 3 clusters Score -379136.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -379261.437500 Penalty: 2677.094971
	Iteration 40F: 3 clusters Score -379261.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -379359.375000 Penalty: 2677.094971
	Iteration 41Q: 3 clusters Score -379359.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -379451.281250 Penalty: 2677.094971
	Iteration 42Q: 3 clusters Score -379451.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -379530.156250 Penalty: 2677.094971
	Iteration 43Q: 3 clusters Score -379530.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -379589.281250 Penalty: 2677.094971
	Iteration 44Q: 3 clusters Score -379589.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -379635.843750 Penalty: 2677.094971
	Iteration 45Q: 3 clusters Score -379635.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -379677.187500 Penalty: 2677.094971
	Iteration 46Q: 3 clusters Score -379677.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -379705.250000 Penalty: 2677.094971
	Iteration 47Q: 3 clusters Score -379705.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -379713.968750 Penalty: 2677.094971
	Iteration 48Q: 3 clusters Score -379714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -379718.812500 Penalty: 2677.094971
	Iteration 49Q: 3 clusters Score -379718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -379720.812500 Penalty: 2677.094971
	Iteration 50Q: 3 clusters Score -379720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -379723.343750 Penalty: 2677.094971
	Iteration 51Q: 3 clusters Score -379723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379725.093750 Penalty: 2677.094971
	Iteration 52Q: 3 clusters Score -379725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -379727.531250 Penalty: 2677.094971
	Iteration 53Q: 3 clusters Score -379727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -379729.000000 Penalty: 2677.094971
	Iteration 54Q: 3 clusters Score -379729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -379728.812500 Penalty: 2677.094971
	Iteration 55Q: 3 clusters Score -379728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379730.500000 Penalty: 2677.094971
	Iteration 56Q: 3 clusters Score -379730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379731.468750 Penalty: 2677.094971
	Iteration 57Q: 3 clusters Score -379731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379731.468750 Penalty: 2677.094971
	Iteration 58F: 3 clusters Score -379731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 2646 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 1133 members 
Entering Unmasked Estep 
Score: -101036064.000000 Penalty: 98589.312500
Splitting cluster 32 changes total score from -101036208.000000 to -101036064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10325.818359 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -10325.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9673.353516 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -9673.354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9815.747070 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -9815.747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9849.929688 Penalty: 1705.282837
	Iteration 2F: 3 clusters Score -9849.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9922.630859 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -9922.631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9996.831055 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -9996.831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10041.789062 Penalty: 1705.282837
	Iteration 5Q: 3 clusters Score -10041.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10059.758789 Penalty: 1705.282837
	Iteration 6Q: 3 clusters Score -10059.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10059.758789 Penalty: 1705.282837
	Iteration 7F: 3 clusters Score -10059.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -1294099.750000 Penalty: 1525.927856
	Iteration 0F: 2 clusters Score -1294100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1285703.750000 Penalty: 3051.855713
	Iteration 0F: 3 clusters Score -1285704 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1288458.625000 Penalty: 3051.855713
	Iteration 1F: 3 clusters Score -1288459 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1288686.500000 Penalty: 3051.855713
	Iteration 2F: 3 clusters Score -1288686 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1288899.750000 Penalty: 3051.855713
	Iteration 3Q: 3 clusters Score -1288900 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1289135.125000 Penalty: 3051.855713
	Iteration 4Q: 3 clusters Score -1289135 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1289416.625000 Penalty: 3051.855713
	Iteration 5Q: 3 clusters Score -1289417 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1289775.625000 Penalty: 3051.855713
	Iteration 6F: 3 clusters Score -1289776 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1290300.500000 Penalty: 3051.855713
	Iteration 7F: 3 clusters Score -1290300 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1290957.125000 Penalty: 3051.855713
	Iteration 8F: 3 clusters Score -1290957 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1291601.500000 Penalty: 3051.855713
	Iteration 9F: 3 clusters Score -1291602 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1292109.625000 Penalty: 3051.855713
	Iteration 10Q: 3 clusters Score -1292110 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1292397.000000 Penalty: 3051.855713
	Iteration 11Q: 3 clusters Score -1292397 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1292573.875000 Penalty: 3051.855713
	Iteration 12Q: 3 clusters Score -1292574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1292643.875000 Penalty: 3051.855713
	Iteration 13Q: 3 clusters Score -1292644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1292683.125000 Penalty: 3051.855713
	Iteration 14Q: 3 clusters Score -1292683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1292708.375000 Penalty: 3051.855713
	Iteration 15Q: 3 clusters Score -1292708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1292718.875000 Penalty: 3051.855713
	Iteration 16Q: 3 clusters Score -1292719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1292727.625000 Penalty: 3051.855713
	Iteration 17Q: 3 clusters Score -1292728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1292734.125000 Penalty: 3051.855713
	Iteration 18Q: 3 clusters Score -1292734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1292745.125000 Penalty: 3051.855713
	Iteration 19Q: 3 clusters Score -1292745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1292753.250000 Penalty: 3051.855713
	Iteration 20F: 3 clusters Score -1292753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1292755.500000 Penalty: 3051.855713
	Iteration 21Q: 3 clusters Score -1292756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1292755.500000 Penalty: 3051.855713
	Iteration 22F: 3 clusters Score -1292756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -166902.484375 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -166902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165027.468750 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -165027.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165501.343750 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -165501.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165637.968750 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -165638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165725.390625 Penalty: 2417.665771
	Iteration 3Q: 3 clusters Score -165725.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165787.000000 Penalty: 2417.665771
	Iteration 4Q: 3 clusters Score -165787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -165842.718750 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -165842.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -165914.359375 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -165914.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165982.125000 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -165982.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -166046.875000 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -166046.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166099.765625 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -166099.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166147.828125 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -166147.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166176.703125 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -166176.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -166201.125000 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -166201.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -166221.921875 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -166221.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -166239.890625 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -166239.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166257.109375 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -166257.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166277.625000 Penalty: 2417.665771
	Iteration 16Q: 3 clusters Score -166277.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -166297.531250 Penalty: 2417.665771
	Iteration 17Q: 3 clusters Score -166297.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -166316.953125 Penalty: 2417.665771
	Iteration 18Q: 3 clusters Score -166317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -166335.765625 Penalty: 2417.665771
	Iteration 19Q: 3 clusters Score -166335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -166352.187500 Penalty: 2417.665771
	Iteration 20F: 3 clusters Score -166352.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -166371.843750 Penalty: 2417.665771
	Iteration 21Q: 3 clusters Score -166371.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166384.812500 Penalty: 2417.665771
	Iteration 22Q: 3 clusters Score -166384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -166405.250000 Penalty: 2417.665771
	Iteration 23Q: 3 clusters Score -166405.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166423.250000 Penalty: 2417.665771
	Iteration 24Q: 3 clusters Score -166423.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166430.468750 Penalty: 2417.665771
	Iteration 25Q: 3 clusters Score -166430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166434.718750 Penalty: 2417.665771
	Iteration 26Q: 3 clusters Score -166434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166435.609375 Penalty: 2417.665771
	Iteration 27Q: 3 clusters Score -166435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -166435.781250 Penalty: 2417.665771
	Iteration 28Q: 3 clusters Score -166435.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -166435.781250 Penalty: 2417.665771
	Iteration 29F: 3 clusters Score -166435.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -59501.453125 Penalty: 1066.167480
	Iteration 0F: 2 clusters Score -59501.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58267.066406 Penalty: 2132.334961
	Iteration 0F: 3 clusters Score -58267.07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58516.613281 Penalty: 2132.334961
	Iteration 1F: 3 clusters Score -58516.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58624.792969 Penalty: 2132.334961
	Iteration 2F: 3 clusters Score -58624.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58700.843750 Penalty: 2132.334961
	Iteration 3F: 3 clusters Score -58700.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58748.847656 Penalty: 2132.334961
	Iteration 4Q: 3 clusters Score -58748.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58794.890625 Penalty: 2132.334961
	Iteration 5Q: 3 clusters Score -58794.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58846.082031 Penalty: 2132.334961
	Iteration 6Q: 3 clusters Score -58846.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58872.703125 Penalty: 2132.334961
	Iteration 7Q: 3 clusters Score -58872.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58887.656250 Penalty: 2132.334961
	Iteration 8Q: 3 clusters Score -58887.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58895.839844 Penalty: 2132.334961
	Iteration 9Q: 3 clusters Score -58895.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58902.656250 Penalty: 2132.334961
	Iteration 10Q: 3 clusters Score -58902.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58913.421875 Penalty: 2132.334961
	Iteration 11Q: 3 clusters Score -58913.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58921.644531 Penalty: 2132.334961
	Iteration 12Q: 3 clusters Score -58921.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58923.777344 Penalty: 2132.334961
	Iteration 13Q: 3 clusters Score -58923.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58927.542969 Penalty: 2132.334961
	Iteration 14Q: 3 clusters Score -58927.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58928.414062 Penalty: 2132.334961
	Iteration 15Q: 3 clusters Score -58928.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58929.031250 Penalty: 2132.334961
	Iteration 16Q: 3 clusters Score -58929.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58930.039062 Penalty: 2132.334961
	Iteration 17Q: 3 clusters Score -58930.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58930.039062 Penalty: 2132.334961
	Iteration 18F: 3 clusters Score -58930.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Entering Unmasked Estep 
Score: -1510511.625000 Penalty: 1549.641724
	Iteration 0F: 2 clusters Score -1510512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1500861.125000 Penalty: 3099.283447
	Iteration 0F: 3 clusters Score -1500861 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1504111.375000 Penalty: 3099.283447
	Iteration 1F: 3 clusters Score -1504111 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1504379.125000 Penalty: 3099.283447
	Iteration 2F: 3 clusters Score -1504379 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1504600.000000 Penalty: 3099.283447
	Iteration 3Q: 3 clusters Score -1504600 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1504788.250000 Penalty: 3099.283447
	Iteration 4Q: 3 clusters Score -1504788 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1504970.375000 Penalty: 3099.283447
	Iteration 5Q: 3 clusters Score -1504970 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1505138.625000 Penalty: 3099.283447
	Iteration 6Q: 3 clusters Score -1505139 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1505318.750000 Penalty: 3099.283447
	Iteration 7Q: 3 clusters Score -1505319 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1505541.750000 Penalty: 3099.283447
	Iteration 8Q: 3 clusters Score -1505542 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1505821.125000 Penalty: 3099.283447
	Iteration 9Q: 3 clusters Score -1505821 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1506121.625000 Penalty: 3099.283447
	Iteration 10Q: 3 clusters Score -1506122 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1506467.250000 Penalty: 3099.283447
	Iteration 11Q: 3 clusters Score -1506467 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1506816.500000 Penalty: 3099.283447
	Iteration 12Q: 3 clusters Score -1506816 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1507118.875000 Penalty: 3099.283447
	Iteration 13Q: 3 clusters Score -1507119 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1507349.750000 Penalty: 3099.283447
	Iteration 14Q: 3 clusters Score -1507350 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1507485.125000 Penalty: 3099.283447
	Iteration 15Q: 3 clusters Score -1507485 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1507548.750000 Penalty: 3099.283447
	Iteration 16Q: 3 clusters Score -1507549 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1507594.000000 Penalty: 3099.283447
	Iteration 17Q: 3 clusters Score -1507594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1507625.250000 Penalty: 3099.283447
	Iteration 18Q: 3 clusters Score -1507625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1507645.875000 Penalty: 3099.283447
	Iteration 19Q: 3 clusters Score -1507646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1507660.500000 Penalty: 3099.283447
	Iteration 20F: 3 clusters Score -1507660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1507673.125000 Penalty: 3099.283447
	Iteration 21Q: 3 clusters Score -1507673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1507681.500000 Penalty: 3099.283447
	Iteration 22Q: 3 clusters Score -1507682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1507685.875000 Penalty: 3099.283447
	Iteration 23Q: 3 clusters Score -1507686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1507695.125000 Penalty: 3099.283447
	Iteration 24Q: 3 clusters Score -1507695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1507703.500000 Penalty: 3099.283447
	Iteration 25Q: 3 clusters Score -1507704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1507710.500000 Penalty: 3099.283447
	Iteration 26Q: 3 clusters Score -1507710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1507715.250000 Penalty: 3099.283447
	Iteration 27Q: 3 clusters Score -1507715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1507711.250000 Penalty: 3099.283447
	Iteration 28Q: 3 clusters Score -1507711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1507716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1507719.125000 Penalty: 3099.283447
	Iteration 30Q: 3 clusters Score -1507719 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1507727.250000 Penalty: 3099.283447
	Iteration 31Q: 3 clusters Score -1507727 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1507728 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1507729.375000 Penalty: 3099.283447
	Iteration 33Q: 3 clusters Score -1507729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1507727.500000 Penalty: 3099.283447
	Iteration 34Q: 3 clusters Score -1507728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1507730.250000 Penalty: 3099.283447
	Iteration 35Q: 3 clusters Score -1507730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1507729.750000 Penalty: 3099.283447
	Iteration 36Q: 3 clusters Score -1507730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1507728.625000 Penalty: 3099.283447
	Iteration 37Q: 3 clusters Score -1507729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1507730.375000 Penalty: 3099.283447
	Iteration 38Q: 3 clusters Score -1507730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1507733.625000 Penalty: 3099.283447
	Iteration 39Q: 3 clusters Score -1507734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1507734.750000 Penalty: 3099.283447
	Iteration 40F: 3 clusters Score -1507735 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1507732.625000 Penalty: 3099.283447
	Iteration 41Q: 3 clusters Score -1507733 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1507732.875000 Penalty: 3099.283447
	Iteration 42Q: 3 clusters Score -1507733 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1507737.000000 Penalty: 3099.283447
	Iteration 43Q: 3 clusters Score -1507737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1507735.250000 Penalty: 3099.283447
	Iteration 44Q: 3 clusters Score -1507735 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1507738.500000 Penalty: 3099.283447
	Iteration 45Q: 3 clusters Score -1507738 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1507740.875000 Penalty: 3099.283447
	Iteration 46Q: 3 clusters Score -1507741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1507742.000000 Penalty: 3099.283447
	Iteration 47Q: 3 clusters Score -1507742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1507741.625000 Penalty: 3099.283447
	Iteration 48Q: 3 clusters Score -1507742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1507742 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1507743.000000 Penalty: 3099.283447
	Iteration 50Q: 3 clusters Score -1507743 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1507747.125000 Penalty: 3099.283447
	Iteration 51Q: 3 clusters Score -1507747 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1507748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1507749.375000 Penalty: 3099.283447
	Iteration 53Q: 3 clusters Score -1507749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1507749.500000 Penalty: 3099.283447
	Iteration 54Q: 3 clusters Score -1507750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1507750.375000 Penalty: 3099.283447
	Iteration 55Q: 3 clusters Score -1507750 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1507751.750000 Penalty: 3099.283447
	Iteration 56Q: 3 clusters Score -1507752 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1507752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1507756.250000 Penalty: 3099.283447
	Iteration 58Q: 3 clusters Score -1507756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1507759.500000 Penalty: 3099.283447
	Iteration 59Q: 3 clusters Score -1507760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1507758.750000 Penalty: 3099.283447
	Iteration 60F: 3 clusters Score -1507759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1507762.125000 Penalty: 3099.283447
	Iteration 61Q: 3 clusters Score -1507762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1507769.250000 Penalty: 3099.283447
	Iteration 62Q: 3 clusters Score -1507769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1507770.000000 Penalty: 3099.283447
	Iteration 63Q: 3 clusters Score -1507770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1507774.250000 Penalty: 3099.283447
	Iteration 64Q: 3 clusters Score -1507774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1507773.500000 Penalty: 3099.283447
	Iteration 65Q: 3 clusters Score -1507774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1507772.375000 Penalty: 3099.283447
	Iteration 66Q: 3 clusters Score -1507772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1507773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1507776.500000 Penalty: 3099.283447
	Iteration 68Q: 3 clusters Score -1507776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1507774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1507773.750000 Penalty: 3099.283447
	Iteration 70Q: 3 clusters Score -1507774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1507774.875000 Penalty: 3099.283447
	Iteration 71Q: 3 clusters Score -1507775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1507776.625000 Penalty: 3099.283447
	Iteration 72Q: 3 clusters Score -1507777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1507779.500000 Penalty: 3099.283447
	Iteration 73Q: 3 clusters Score -1507780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1507777.750000 Penalty: 3099.283447
	Iteration 74Q: 3 clusters Score -1507778 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1507778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1507780.625000 Penalty: 3099.283447
	Iteration 76Q: 3 clusters Score -1507781 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1507781 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1507781 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1507782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1507783.625000 Penalty: 3099.283447
	Iteration 80F: 3 clusters Score -1507784 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1507785 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1507784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1507785 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1507784 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1507788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1507786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1507786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1507788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1507789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1507789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1507789 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1507789 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1507785 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1507786 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1507788 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1507788 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1507788 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1507786 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4641 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1507790 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1507788 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4631 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1507792 nChanged 13
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1507793 nChanged 10
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Mstep: Class 1 contains 4620 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1507793 nChanged 15
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	Iteration 104Q: 3 clusters Score -1507797 nChanged 14
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Mstep: Class 1 contains 4607 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1507798 nChanged 16
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1507799 nChanged 10
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Mstep: Class 1 contains 4593 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1507798 nChanged 8
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Mstep: Class 1 contains 4591 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1507800 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4590 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1507799 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1507800 nChanged 11
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	Iteration 111Q: 3 clusters Score -1507800 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1507803.125000 Penalty: 3099.283447
	Iteration 112Q: 3 clusters Score -1507803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1507802.875000 Penalty: 3099.283447
	Iteration 113Q: 3 clusters Score -1507803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1507804.625000 Penalty: 3099.283447
	Iteration 114Q: 3 clusters Score -1507805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1507806.750000 Penalty: 3099.283447
	Iteration 115Q: 3 clusters Score -1507807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1507805.875000 Penalty: 3099.283447
	Iteration 116Q: 3 clusters Score -1507806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1507803.875000 Penalty: 3099.283447
	Iteration 117Q: 3 clusters Score -1507804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1507800.500000 Penalty: 3099.283447
	Iteration 118Q: 3 clusters Score -1507800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1507802.625000 Penalty: 3099.283447
	Iteration 119Q: 3 clusters Score -1507803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1507802.875000 Penalty: 3099.283447
	Iteration 120F: 3 clusters Score -1507803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1507804.125000 Penalty: 3099.283447
	Iteration 121Q: 3 clusters Score -1507804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1507805.625000 Penalty: 3099.283447
	Iteration 122Q: 3 clusters Score -1507806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1507806.250000 Penalty: 3099.283447
	Iteration 123Q: 3 clusters Score -1507806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1507805.500000 Penalty: 3099.283447
	Iteration 124Q: 3 clusters Score -1507806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1507809.250000 Penalty: 3099.283447
	Iteration 125Q: 3 clusters Score -1507809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1507813.625000 Penalty: 3099.283447
	Iteration 126Q: 3 clusters Score -1507814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1507814.250000 Penalty: 3099.283447
	Iteration 127Q: 3 clusters Score -1507814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1507812.500000 Penalty: 3099.283447
	Iteration 128Q: 3 clusters Score -1507812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1507817.125000 Penalty: 3099.283447
	Iteration 129Q: 3 clusters Score -1507817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1507813.250000 Penalty: 3099.283447
	Iteration 130Q: 3 clusters Score -1507813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1507813.625000 Penalty: 3099.283447
	Iteration 131Q: 3 clusters Score -1507814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1507816.750000 Penalty: 3099.283447
	Iteration 132Q: 3 clusters Score -1507817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1507825.000000 Penalty: 3099.283447
	Iteration 133Q: 3 clusters Score -1507825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1507827.750000 Penalty: 3099.283447
	Iteration 134Q: 3 clusters Score -1507828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1507828.750000 Penalty: 3099.283447
	Iteration 135Q: 3 clusters Score -1507829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1507837.250000 Penalty: 3099.283447
	Iteration 136Q: 3 clusters Score -1507837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1507837.875000 Penalty: 3099.283447
	Iteration 137Q: 3 clusters Score -1507838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1507842.125000 Penalty: 3099.283447
	Iteration 138Q: 3 clusters Score -1507842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1507845.125000 Penalty: 3099.283447
	Iteration 139Q: 3 clusters Score -1507845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1507845.000000 Penalty: 3099.283447
	Iteration 140F: 3 clusters Score -1507845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1507844.125000 Penalty: 3099.283447
	Iteration 141Q: 3 clusters Score -1507844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1507848.250000 Penalty: 3099.283447
	Iteration 142Q: 3 clusters Score -1507848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1507847.500000 Penalty: 3099.283447
	Iteration 143Q: 3 clusters Score -1507848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1507847.500000 Penalty: 3099.283447
	Iteration 144F: 3 clusters Score -1507848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -21202.689453 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -21202.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20570.267578 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -20570.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20979.554688 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -20979.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21202.300781 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -21202.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21366.054688 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -21366.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21423.869141 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -21423.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21443.224609 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -21443.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21461.089844 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -21461.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21468.839844 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -21468.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21473.478516 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -21473.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21484.398438 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -21484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21486.466797 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -21486.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21486.466797 Penalty: 1853.729370
	Iteration 11F: 3 clusters Score -21486.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 38644 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 25565 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 121627 members 
Mstep: Class 26 contains 104223 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 175823 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 190 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 1701 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 144 members 
Mstep: Class 39 contains 179635 members 
Mstep: Class 40 contains 372 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 10673 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 156 members 
Entering Unmasked Estep 
Score: -101035104.000000 Penalty: 98589.312500
Splitting cluster 38 changes total score from -101036208.000000 to -101035104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (179635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179635 members 
Entering Unmasked Estep 
Score: -19457056.000000 Penalty: 1966.035889
	Iteration 0F: 2 clusters Score -1.945706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -19358672.000000 Penalty: 3932.071777
	Iteration 0F: 3 clusters Score -1.935867e+07 nChanged 86987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -19410024.000000 Penalty: 3932.071777
	Iteration 1F: 3 clusters Score -1.941002e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -19410816.000000 Penalty: 3932.071777
	Iteration 2Q: 3 clusters Score -1.941082e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -19412112.000000 Penalty: 3932.071777
	Iteration 3Q: 3 clusters Score -1.941211e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 104060 members 
Entering Unmasked Estep 
Score: -19413810.000000 Penalty: 3932.071777
	Iteration 4Q: 3 clusters Score -1.941381e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -19416994.000000 Penalty: 3932.071777
	Iteration 5Q: 3 clusters Score -1.941699e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -19421688.000000 Penalty: 3932.071777
	Iteration 6F: 3 clusters Score -1.942169e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 126655 members 
Entering Unmasked Estep 
Score: -19427434.000000 Penalty: 3932.071777
	Iteration 7F: 3 clusters Score -1.942743e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 133790 members 
Entering Unmasked Estep 
Score: -19433138.000000 Penalty: 3932.071777
	Iteration 8F: 3 clusters Score -1.943314e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -19437934.000000 Penalty: 3932.071777
	Iteration 9F: 3 clusters Score -1.943793e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -19441058.000000 Penalty: 3932.071777
	Iteration 10Q: 3 clusters Score -1.944106e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 141566 members 
Entering Unmasked Estep 
Score: -19442840.000000 Penalty: 3932.071777
	Iteration 11Q: 3 clusters Score -1.944284e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -19444096.000000 Penalty: 3932.071777
	Iteration 12Q: 3 clusters Score -1.94441e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 139069 members 
Entering Unmasked Estep 
Score: -19444606.000000 Penalty: 3932.071777
	Iteration 13Q: 3 clusters Score -1.944461e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 137060 members 
Entering Unmasked Estep 
Score: -19444964.000000 Penalty: 3932.071777
	Iteration 14Q: 3 clusters Score -1.944496e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 134899 members 
Entering Unmasked Estep 
Score: -19444870.000000 Penalty: 3932.071777
	Iteration 15Q: 3 clusters Score -1.944487e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -19444990.000000 Penalty: 3932.071777
	Iteration 16Q: 3 clusters Score -1.944499e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 129986 members 
Entering Unmasked Estep 
Score: -19445126.000000 Penalty: 3932.071777
	Iteration 17Q: 3 clusters Score -1.944513e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 127330 members 
Entering Unmasked Estep 
Score: -19445358.000000 Penalty: 3932.071777
	Iteration 18Q: 3 clusters Score -1.944536e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 124627 members 
Entering Unmasked Estep 
Score: -19445698.000000 Penalty: 3932.071777
	Iteration 19Q: 3 clusters Score -1.94457e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 121765 members 
Entering Unmasked Estep 
Score: -19446310.000000 Penalty: 3932.071777
	Iteration 20F: 3 clusters Score -1.944631e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -19446886.000000 Penalty: 3932.071777
	Iteration 21Q: 3 clusters Score -1.944689e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 115878 members 
Entering Unmasked Estep 
Score: -19447598.000000 Penalty: 3932.071777
	Iteration 22Q: 3 clusters Score -1.94476e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -19448092.000000 Penalty: 3932.071777
	Iteration 23Q: 3 clusters Score -1.944809e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 110156 members 
Entering Unmasked Estep 
Score: -19448756.000000 Penalty: 3932.071777
	Iteration 24Q: 3 clusters Score -1.944876e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 107377 members 
Entering Unmasked Estep 
Score: -19449260.000000 Penalty: 3932.071777
	Iteration 25Q: 3 clusters Score -1.944926e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -19449992.000000 Penalty: 3932.071777
	Iteration 26Q: 3 clusters Score -1.944999e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -19450966.000000 Penalty: 3932.071777
	Iteration 27Q: 3 clusters Score -1.945097e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -19451732.000000 Penalty: 3932.071777
	Iteration 28Q: 3 clusters Score -1.945173e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -19452544.000000 Penalty: 3932.071777
	Iteration 29Q: 3 clusters Score -1.945254e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -19453260.000000 Penalty: 3932.071777
	Iteration 30Q: 3 clusters Score -1.945326e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -19454118.000000 Penalty: 3932.071777
	Iteration 31Q: 3 clusters Score -1.945412e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -19455146.000000 Penalty: 3932.071777
	Iteration 32Q: 3 clusters Score -1.945515e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -19456274.000000 Penalty: 3932.071777
	Iteration 33Q: 3 clusters Score -1.945627e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -19457386.000000 Penalty: 3932.071777
	Iteration 34Q: 3 clusters Score -1.945739e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92504 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -19458180.000000 Penalty: 3932.071777
	Iteration 35Q: 3 clusters Score -1.945818e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -19458740.000000 Penalty: 3932.071777
	Iteration 36Q: 3 clusters Score -1.945874e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -19459036.000000 Penalty: 3932.071777
	Iteration 37Q: 3 clusters Score -1.945904e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -19459280.000000 Penalty: 3932.071777
	Iteration 38Q: 3 clusters Score -1.945928e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -19459360.000000 Penalty: 3932.071777
	Iteration 39Q: 3 clusters Score -1.945936e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -19460704.000000 Penalty: 3932.071777
	Iteration 40F: 3 clusters Score -1.94607e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -19461478.000000 Penalty: 3932.071777
	Iteration 41Q: 3 clusters Score -1.946148e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -19461734.000000 Penalty: 3932.071777
	Iteration 42Q: 3 clusters Score -1.946173e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -19461862.000000 Penalty: 3932.071777
	Iteration 43Q: 3 clusters Score -1.946186e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -19461992.000000 Penalty: 3932.071777
	Iteration 44Q: 3 clusters Score -1.946199e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -19461868.000000 Penalty: 3932.071777
	Iteration 45Q: 3 clusters Score -1.946187e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -19461692.000000 Penalty: 3932.071777
	Iteration 46Q: 3 clusters Score -1.946169e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -19461526.000000 Penalty: 3932.071777
	Iteration 47Q: 3 clusters Score -1.946153e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -19461498.000000 Penalty: 3932.071777
	Iteration 48Q: 3 clusters Score -1.94615e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108077 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -19461418.000000 Penalty: 3932.071777
	Iteration 49Q: 3 clusters Score -1.946142e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -19461378.000000 Penalty: 3932.071777
	Iteration 50Q: 3 clusters Score -1.946138e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -19461396.000000 Penalty: 3932.071777
	Iteration 51Q: 3 clusters Score -1.94614e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112676 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -19461396.000000 Penalty: 3932.071777
	Iteration 52Q: 3 clusters Score -1.94614e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -19461322.000000 Penalty: 3932.071777
	Iteration 53Q: 3 clusters Score -1.946132e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -19461320.000000 Penalty: 3932.071777
	Iteration 54Q: 3 clusters Score -1.946132e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -19461360.000000 Penalty: 3932.071777
	Iteration 55Q: 3 clusters Score -1.946136e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119089 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -19461276.000000 Penalty: 3932.071777
	Iteration 56Q: 3 clusters Score -1.946128e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -19461228.000000 Penalty: 3932.071777
	Iteration 57Q: 3 clusters Score -1.946123e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122295 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -19461188.000000 Penalty: 3932.071777
	Iteration 58Q: 3 clusters Score -1.946119e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -19461128.000000 Penalty: 3932.071777
	Iteration 59Q: 3 clusters Score -1.946113e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -19461196.000000 Penalty: 3932.071777
	Iteration 60F: 3 clusters Score -1.94612e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -19461224.000000 Penalty: 3932.071777
	Iteration 61Q: 3 clusters Score -1.946122e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129490 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -19461172.000000 Penalty: 3932.071777
	Iteration 62Q: 3 clusters Score -1.946117e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -19461216.000000 Penalty: 3932.071777
	Iteration 63Q: 3 clusters Score -1.946122e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133351 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -19461174.000000 Penalty: 3932.071777
	Iteration 64Q: 3 clusters Score -1.946117e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135489 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -19461248.000000 Penalty: 3932.071777
	Iteration 65Q: 3 clusters Score -1.946125e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -19461318.000000 Penalty: 3932.071777
	Iteration 66Q: 3 clusters Score -1.946132e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139952 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -19461264.000000 Penalty: 3932.071777
	Iteration 67Q: 3 clusters Score -1.946126e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -19461360.000000 Penalty: 3932.071777
	Iteration 68Q: 3 clusters Score -1.946136e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -19461534.000000 Penalty: 3932.071777
	Iteration 69Q: 3 clusters Score -1.946153e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146738 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -19461644.000000 Penalty: 3932.071777
	Iteration 70Q: 3 clusters Score -1.946164e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -19461736.000000 Penalty: 3932.071777
	Iteration 71Q: 3 clusters Score -1.946174e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -19461758.000000 Penalty: 3932.071777
	Iteration 72Q: 3 clusters Score -1.946176e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153090 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -19461746.000000 Penalty: 3932.071777
	Iteration 73Q: 3 clusters Score -1.946175e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155043 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -19461832.000000 Penalty: 3932.071777
	Iteration 74Q: 3 clusters Score -1.946183e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -19461936.000000 Penalty: 3932.071777
	Iteration 75Q: 3 clusters Score -1.946194e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158759 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -19462120.000000 Penalty: 3932.071777
	Iteration 76Q: 3 clusters Score -1.946212e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160440 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -19462096.000000 Penalty: 3932.071777
	Iteration 77Q: 3 clusters Score -1.94621e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161977 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -19462330.000000 Penalty: 3932.071777
	Iteration 78Q: 3 clusters Score -1.946233e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -19462336.000000 Penalty: 3932.071777
	Iteration 79Q: 3 clusters Score -1.946234e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -19462564.000000 Penalty: 3932.071777
	Iteration 80F: 3 clusters Score -1.946256e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -19462696.000000 Penalty: 3932.071777
	Iteration 81Q: 3 clusters Score -1.94627e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -19462548.000000 Penalty: 3932.071777
	Iteration 82Q: 3 clusters Score -1.946255e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -19462542.000000 Penalty: 3932.071777
	Iteration 83Q: 3 clusters Score -1.946254e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -19462276.000000 Penalty: 3932.071777
	Iteration 84Q: 3 clusters Score -1.946228e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169893 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -19461824.000000 Penalty: 3932.071777
	Iteration 85Q: 3 clusters Score -1.946182e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170646 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -19461468.000000 Penalty: 3932.071777
	Iteration 86Q: 3 clusters Score -1.946147e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -19461196.000000 Penalty: 3932.071777
	Iteration 87Q: 3 clusters Score -1.94612e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171966 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -19460870.000000 Penalty: 3932.071777
	Iteration 88Q: 3 clusters Score -1.946087e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -19460680.000000 Penalty: 3932.071777
	Iteration 89Q: 3 clusters Score -1.946068e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173065 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -19460438.000000 Penalty: 3932.071777
	Iteration 90Q: 3 clusters Score -1.946044e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -19460336.000000 Penalty: 3932.071777
	Iteration 91Q: 3 clusters Score -1.946034e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173981 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -19460234.000000 Penalty: 3932.071777
	Iteration 92Q: 3 clusters Score -1.946023e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -19459994.000000 Penalty: 3932.071777
	Iteration 93Q: 3 clusters Score -1.945999e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174681 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -19459692.000000 Penalty: 3932.071777
	Iteration 94Q: 3 clusters Score -1.945969e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174954 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -19459458.000000 Penalty: 3932.071777
	Iteration 95Q: 3 clusters Score -1.945946e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175208 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -19459276.000000 Penalty: 3932.071777
	Iteration 96Q: 3 clusters Score -1.945928e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -19459102.000000 Penalty: 3932.071777
	Iteration 97Q: 3 clusters Score -1.94591e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -19458938.000000 Penalty: 3932.071777
	Iteration 98Q: 3 clusters Score -1.945894e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175841 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -19458774.000000 Penalty: 3932.071777
	Iteration 99Q: 3 clusters Score -1.945877e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19458612.000000 Penalty: 3932.071777
	Iteration 100F: 3 clusters Score -1.945861e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -19458446.000000 Penalty: 3932.071777
	Iteration 101Q: 3 clusters Score -1.945845e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176322 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -19458348.000000 Penalty: 3932.071777
	Iteration 102Q: 3 clusters Score -1.945835e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176469 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -19458260.000000 Penalty: 3932.071777
	Iteration 103Q: 3 clusters Score -1.945826e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176615 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -19458172.000000 Penalty: 3932.071777
	Iteration 104Q: 3 clusters Score -1.945817e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -19458066.000000 Penalty: 3932.071777
	Iteration 105Q: 3 clusters Score -1.945807e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -19457958.000000 Penalty: 3932.071777
	Iteration 106Q: 3 clusters Score -1.945796e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177012 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19457870.000000 Penalty: 3932.071777
	Iteration 107Q: 3 clusters Score -1.945787e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -19457764.000000 Penalty: 3932.071777
	Iteration 108Q: 3 clusters Score -1.945776e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177257 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19457668.000000 Penalty: 3932.071777
	Iteration 109Q: 3 clusters Score -1.945767e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177362 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -19457552.000000 Penalty: 3932.071777
	Iteration 110Q: 3 clusters Score -1.945755e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177471 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19457482.000000 Penalty: 3932.071777
	Iteration 111Q: 3 clusters Score -1.945748e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177580 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -19457406.000000 Penalty: 3932.071777
	Iteration 112Q: 3 clusters Score -1.945741e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177685 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -19457334.000000 Penalty: 3932.071777
	Iteration 113Q: 3 clusters Score -1.945733e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177778 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -19457236.000000 Penalty: 3932.071777
	Iteration 114Q: 3 clusters Score -1.945724e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19457140.000000 Penalty: 3932.071777
	Iteration 115Q: 3 clusters Score -1.945714e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177969 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19457068.000000 Penalty: 3932.071777
	Iteration 116Q: 3 clusters Score -1.945707e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19457018.000000 Penalty: 3932.071777
	Iteration 117Q: 3 clusters Score -1.945702e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19456922.000000 Penalty: 3932.071777
	Iteration 118Q: 3 clusters Score -1.945692e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178211 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19456946.000000 Penalty: 3932.071777
	Iteration 119Q: 3 clusters Score -1.945695e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -19456886.000000 Penalty: 3932.071777
	Iteration 120F: 3 clusters Score -1.945689e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19456864.000000 Penalty: 3932.071777
	Iteration 121Q: 3 clusters Score -1.945686e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19456850.000000 Penalty: 3932.071777
	Iteration 122Q: 3 clusters Score -1.945685e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178456 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -19456832.000000 Penalty: 3932.071777
	Iteration 123Q: 3 clusters Score -1.945683e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178497 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19456776.000000 Penalty: 3932.071777
	Iteration 124Q: 3 clusters Score -1.945678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178532 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -19456722.000000 Penalty: 3932.071777
	Iteration 125Q: 3 clusters Score -1.945672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178568 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19456684.000000 Penalty: 3932.071777
	Iteration 126Q: 3 clusters Score -1.945668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19456654.000000 Penalty: 3932.071777
	Iteration 127Q: 3 clusters Score -1.945665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178610 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19456632.000000 Penalty: 3932.071777
	Iteration 128Q: 3 clusters Score -1.945663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -19456626.000000 Penalty: 3932.071777
	Iteration 129Q: 3 clusters Score -1.945663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19456590.000000 Penalty: 3932.071777
	Iteration 130Q: 3 clusters Score -1.945659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178657 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19456572.000000 Penalty: 3932.071777
	Iteration 131Q: 3 clusters Score -1.945657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -19456568.000000 Penalty: 3932.071777
	Iteration 132Q: 3 clusters Score -1.945657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178680 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19456568.000000 Penalty: 3932.071777
	Iteration 133Q: 3 clusters Score -1.945657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19456536.000000 Penalty: 3932.071777
	Iteration 134Q: 3 clusters Score -1.945654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19456534.000000 Penalty: 3932.071777
	Iteration 135Q: 3 clusters Score -1.945653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19456510.000000 Penalty: 3932.071777
	Iteration 136Q: 3 clusters Score -1.945651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178720 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19456508.000000 Penalty: 3932.071777
	Iteration 137Q: 3 clusters Score -1.945651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178728 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19456502.000000 Penalty: 3932.071777
	Iteration 138Q: 3 clusters Score -1.94565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178735 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19456500.000000 Penalty: 3932.071777
	Iteration 139Q: 3 clusters Score -1.94565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178747 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -19456512.000000 Penalty: 3932.071777
	Iteration 140F: 3 clusters Score -1.945651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178753 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19456506.000000 Penalty: 3932.071777
	Iteration 141Q: 3 clusters Score -1.945651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178756 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19456504.000000 Penalty: 3932.071777
	Iteration 142Q: 3 clusters Score -1.94565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19456506.000000 Penalty: 3932.071777
	Iteration 143Q: 3 clusters Score -1.945651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -19456508.000000 Penalty: 3932.071777
	Iteration 144Q: 3 clusters Score -1.945651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19456506.000000 Penalty: 3932.071777
	Iteration 145Q: 3 clusters Score -1.945651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -19456500.000000 Penalty: 3932.071777
	Iteration 146Q: 3 clusters Score -1.94565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19456478.000000 Penalty: 3932.071777
	Iteration 147Q: 3 clusters Score -1.945648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19456478.000000 Penalty: 3932.071777
	Iteration 148F: 3 clusters Score -1.945648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -32250.296875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -32250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31364.394531 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -31364.39 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31544.408203 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -31544.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31620.101562 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -31620.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31682.179688 Penalty: 1923.640503
	Iteration 3F: 3 clusters Score -31682.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31751.244141 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -31751.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31797.111328 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -31797.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31815.386719 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -31815.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31827.312500 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -31827.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31827.312500 Penalty: 1923.640503
	Iteration 8F: 3 clusters Score -31827.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -50929.914062 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -50929.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49759.707031 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -49759.71 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49950.460938 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -49950.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50012.824219 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -50012.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50056.781250 Penalty: 2079.002197
	Iteration 3Q: 3 clusters Score -50056.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50095.359375 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -50095.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50105.621094 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -50105.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -50122.230469 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -50122.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50136.441406 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -50136.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50150.363281 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -50150.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50160.660156 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -50160.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50165.894531 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -50165.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50169.937500 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -50169.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50170.453125 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -50170.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50170.453125 Penalty: 2079.002197
	Iteration 13F: 3 clusters Score -50170.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Entering Unmasked Estep 
Score: -1072649.625000 Penalty: 1507.264282
	Iteration 0F: 2 clusters Score -1072650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1065101.500000 Penalty: 3014.528564
	Iteration 0F: 3 clusters Score -1065102 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1067540.250000 Penalty: 3014.528564
	Iteration 1F: 3 clusters Score -1067540 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1067817.750000 Penalty: 3014.528564
	Iteration 2F: 3 clusters Score -1067818 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1068049.625000 Penalty: 3014.528564
	Iteration 3F: 3 clusters Score -1068050 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1068280.125000 Penalty: 3014.528564
	Iteration 4Q: 3 clusters Score -1068280 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1068507.750000 Penalty: 3014.528564
	Iteration 5Q: 3 clusters Score -1068508 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1068765.125000 Penalty: 3014.528564
	Iteration 6Q: 3 clusters Score -1068765 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1069031.250000 Penalty: 3014.528564
	Iteration 7Q: 3 clusters Score -1069031 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1069277.375000 Penalty: 3014.528564
	Iteration 8Q: 3 clusters Score -1069277 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1069508.750000 Penalty: 3014.528564
	Iteration 9Q: 3 clusters Score -1069509 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1069739.875000 Penalty: 3014.528564
	Iteration 10Q: 3 clusters Score -1069740 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1069963.000000 Penalty: 3014.528564
	Iteration 11Q: 3 clusters Score -1069963 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1070113.250000 Penalty: 3014.528564
	Iteration 12Q: 3 clusters Score -1070113 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1070229.875000 Penalty: 3014.528564
	Iteration 13Q: 3 clusters Score -1070230 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1070322.000000 Penalty: 3014.528564
	Iteration 14Q: 3 clusters Score -1070322 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1070403.875000 Penalty: 3014.528564
	Iteration 15Q: 3 clusters Score -1070404 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1070461.500000 Penalty: 3014.528564
	Iteration 16Q: 3 clusters Score -1070462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1070514.250000 Penalty: 3014.528564
	Iteration 17Q: 3 clusters Score -1070514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1070564.000000 Penalty: 3014.528564
	Iteration 18Q: 3 clusters Score -1070564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1070608.125000 Penalty: 3014.528564
	Iteration 19Q: 3 clusters Score -1070608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1070647.125000 Penalty: 3014.528564
	Iteration 20F: 3 clusters Score -1070647 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1070701.625000 Penalty: 3014.528564
	Iteration 21Q: 3 clusters Score -1070702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1070761.125000 Penalty: 3014.528564
	Iteration 22Q: 3 clusters Score -1070761 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1070816.000000 Penalty: 3014.528564
	Iteration 23Q: 3 clusters Score -1070816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1070875.125000 Penalty: 3014.528564
	Iteration 24Q: 3 clusters Score -1070875 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1070931.000000 Penalty: 3014.528564
	Iteration 25Q: 3 clusters Score -1070931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1070972.625000 Penalty: 3014.528564
	Iteration 26Q: 3 clusters Score -1070973 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1071017.375000 Penalty: 3014.528564
	Iteration 27Q: 3 clusters Score -1071017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1071061.625000 Penalty: 3014.528564
	Iteration 28Q: 3 clusters Score -1071062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1071093.875000 Penalty: 3014.528564
	Iteration 29Q: 3 clusters Score -1071094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1071114.250000 Penalty: 3014.528564
	Iteration 30Q: 3 clusters Score -1071114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1071137.625000 Penalty: 3014.528564
	Iteration 31Q: 3 clusters Score -1071138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1071166.875000 Penalty: 3014.528564
	Iteration 32Q: 3 clusters Score -1071167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1071194.625000 Penalty: 3014.528564
	Iteration 33Q: 3 clusters Score -1071195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1071210.875000 Penalty: 3014.528564
	Iteration 34Q: 3 clusters Score -1071211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1071239.750000 Penalty: 3014.528564
	Iteration 35Q: 3 clusters Score -1071240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1071266.875000 Penalty: 3014.528564
	Iteration 36Q: 3 clusters Score -1071267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1071276.375000 Penalty: 3014.528564
	Iteration 37Q: 3 clusters Score -1071276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1071285.750000 Penalty: 3014.528564
	Iteration 38Q: 3 clusters Score -1071286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1071296.750000 Penalty: 3014.528564
	Iteration 39Q: 3 clusters Score -1071297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1071306.750000 Penalty: 3014.528564
	Iteration 40F: 3 clusters Score -1071307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1071320.125000 Penalty: 3014.528564
	Iteration 41Q: 3 clusters Score -1071320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1071332.250000 Penalty: 3014.528564
	Iteration 42Q: 3 clusters Score -1071332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1071353.500000 Penalty: 3014.528564
	Iteration 43Q: 3 clusters Score -1071354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1071364.500000 Penalty: 3014.528564
	Iteration 44Q: 3 clusters Score -1071364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1071376.375000 Penalty: 3014.528564
	Iteration 45Q: 3 clusters Score -1071376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1071383.500000 Penalty: 3014.528564
	Iteration 46Q: 3 clusters Score -1071384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1071383.875000 Penalty: 3014.528564
	Iteration 47Q: 3 clusters Score -1071384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1071387.000000 Penalty: 3014.528564
	Iteration 48Q: 3 clusters Score -1071387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1071390.125000 Penalty: 3014.528564
	Iteration 49Q: 3 clusters Score -1071390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1071393.875000 Penalty: 3014.528564
	Iteration 50Q: 3 clusters Score -1071394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1071395.875000 Penalty: 3014.528564
	Iteration 51Q: 3 clusters Score -1071396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1071394.625000 Penalty: 3014.528564
	Iteration 52Q: 3 clusters Score -1071395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1071393.875000 Penalty: 3014.528564
	Iteration 53Q: 3 clusters Score -1071394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1071394.250000 Penalty: 3014.528564
	Iteration 54Q: 3 clusters Score -1071394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1071396.500000 Penalty: 3014.528564
	Iteration 55Q: 3 clusters Score -1071396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1071395.375000 Penalty: 3014.528564
	Iteration 56Q: 3 clusters Score -1071395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1071397.375000 Penalty: 3014.528564
	Iteration 57Q: 3 clusters Score -1071397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1071396.375000 Penalty: 3014.528564
	Iteration 58Q: 3 clusters Score -1071396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1071397.875000 Penalty: 3014.528564
	Iteration 59Q: 3 clusters Score -1071398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1071398.750000 Penalty: 3014.528564
	Iteration 60F: 3 clusters Score -1071399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1071398.500000 Penalty: 3014.528564
	Iteration 61Q: 3 clusters Score -1071398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1071400.250000 Penalty: 3014.528564
	Iteration 62Q: 3 clusters Score -1071400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1071401.375000 Penalty: 3014.528564
	Iteration 63Q: 3 clusters Score -1071401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1071401.500000 Penalty: 3014.528564
	Iteration 64Q: 3 clusters Score -1071402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1071401.500000 Penalty: 3014.528564
	Iteration 65F: 3 clusters Score -1071402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -153497.265625 Penalty: 1205.551880
	Iteration 0F: 2 clusters Score -153497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -151625.984375 Penalty: 2411.103760
	Iteration 0F: 3 clusters Score -151626 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -152094.156250 Penalty: 2411.103760
	Iteration 1F: 3 clusters Score -152094.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152298.375000 Penalty: 2411.103760
	Iteration 2F: 3 clusters Score -152298.4 nChanged 111
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: -152403.453125 Penalty: 2411.103760
	Iteration 3F: 3 clusters Score -152403.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -152468.156250 Penalty: 2411.103760
	Iteration 4Q: 3 clusters Score -152468.2 nChanged 56
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: -152522.953125 Penalty: 2411.103760
	Iteration 5Q: 3 clusters Score -152523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -152553.375000 Penalty: 2411.103760
	Iteration 6Q: 3 clusters Score -152553.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152570.765625 Penalty: 2411.103760
	Iteration 7Q: 3 clusters Score -152570.8 nChanged 20
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: -152586.703125 Penalty: 2411.103760
	Iteration 8Q: 3 clusters Score -152586.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152597.421875 Penalty: 2411.103760
	Iteration 9Q: 3 clusters Score -152597.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -152605.687500 Penalty: 2411.103760
	Iteration 10Q: 3 clusters Score -152605.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -152610.687500 Penalty: 2411.103760
	Iteration 11Q: 3 clusters Score -152610.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -152614.375000 Penalty: 2411.103760
	Iteration 12Q: 3 clusters Score -152614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152619.390625 Penalty: 2411.103760
	Iteration 13Q: 3 clusters Score -152619.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -152626.250000 Penalty: 2411.103760
	Iteration 14Q: 3 clusters Score -152626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152629.828125 Penalty: 2411.103760
	Iteration 15Q: 3 clusters Score -152629.8 nChanged 6
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: -152634.078125 Penalty: 2411.103760
	Iteration 16Q: 3 clusters Score -152634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152637.171875 Penalty: 2411.103760
	Iteration 17Q: 3 clusters Score -152637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152638.515625 Penalty: 2411.103760
	Iteration 18Q: 3 clusters Score -152638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -152640.578125 Penalty: 2411.103760
	Iteration 19Q: 3 clusters Score -152640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -152640.953125 Penalty: 2411.103760
	Iteration 20F: 3 clusters Score -152641 nChanged 1
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: -152641.296875 Penalty: 2411.103760
	Iteration 21Q: 3 clusters Score -152641.3 nChanged 0
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: -152641.296875 Penalty: 2411.103760
	Iteration 22F: 3 clusters Score -152641.3 nChanged 0
--- Evaluating fit on full set of 2920685 points ---
Entering Unmasked Estep 
Score: -301616544.000000 Penalty: 104025.210938
21->44 Clusters: Score -301616544.000000, best is -301601536.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 973561 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 46273 members 
Mstep: Class 3 contains 46355 members 
Mstep: Class 4 contains 46296 members 
Mstep: Class 5 contains 46711 members 
Mstep: Class 6 contains 46358 members 
Mstep: Class 7 contains 46162 members 
Mstep: Class 8 contains 46553 members 
Mstep: Class 9 contains 46254 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 11 contains 46516 members 
Mstep: Class 12 contains 46692 members 
Mstep: Class 13 contains 46330 members 
Mstep: Class 14 contains 46632 members 
Mstep: Class 15 contains 46203 members 
Mstep: Class 16 contains 46360 members 
Mstep: Class 17 contains 45871 members 
Mstep: Class 18 contains 46489 members 
Mstep: Class 19 contains 46519 members 
Mstep: Class 20 contains 46016 members 
Mstep: Class 21 contains 46330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 545.267517 but Gain 2240.667969
Score: -95527808.000000 Penalty: 44813.324219
Iteration 0F: 21 clusters Score -9.552781e+07 nChanged 926812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1665 members 
Mstep: Class 1 contains 342791 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 7911 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 22228 members 
Mstep: Class 6 contains 51781 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 73601 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 14425 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 39125 members 
Mstep: Class 14 contains 16489 members 
Mstep: Class 15 contains 63908 members 
Mstep: Class 16 contains 14195 members 
Mstep: Class 17 contains 18102 members 
Mstep: Class 18 contains 71918 members 
Mstep: Class 19 contains 114635 members 
Mstep: Class 20 contains 73703 members 
Mstep: Class 21 contains 9630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98216992.000000 Penalty: 44813.324219
Iteration 1F: 21 clusters Score -9.821699e+07 nChanged 345518
Entering Unmasked Mstep 
Mstep: Class 0 contains 1256 members 
Mstep: Class 1 contains 364761 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 9606 members 
Mstep: Class 4 contains 10996 members 
Mstep: Class 5 contains 25031 members 
Mstep: Class 6 contains 35663 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 62033 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 83959 members 
Mstep: Class 16 contains 15125 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 70935 members 
Mstep: Class 19 contains 151805 members 
Mstep: Class 20 contains 58621 members 
Mstep: Class 21 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1624.621216 but Gain 2240.664062
Score: -99028024.000000 Penalty: 42572.660156
Iteration 2F: 20 clusters Score -9.902802e+07 nChanged 310920
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 243539 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 31376 members 
Mstep: Class 6 contains 28095 members 
Mstep: Class 7 contains 2004 members 
Mstep: Class 8 contains 64006 members 
Mstep: Class 10 contains 2476 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 13 contains 41722 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 119738 members 
Mstep: Class 16 contains 22152 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 90457 members 
Mstep: Class 19 contains 224464 members 
Mstep: Class 20 contains 43751 members 
Mstep: Class 21 contains 16339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1361.465942 but Gain 2240.667969
Score: -99614392.000000 Penalty: 40331.992188
Iteration 3F: 19 clusters Score -9.961439e+07 nChanged 256747
Entering Unmasked Mstep 
Mstep: Class 0 contains 676 members 
Mstep: Class 1 contains 163289 members 
Mstep: Class 3 contains 5768 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 28668 members 
Mstep: Class 6 contains 30417 members 
Mstep: Class 7 contains 2125 members 
Mstep: Class 8 contains 71182 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 13 contains 56289 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 135343 members 
Mstep: Class 16 contains 22963 members 
Mstep: Class 17 contains 18899 members 
Mstep: Class 18 contains 108218 members 
Mstep: Class 19 contains 253558 members 
Mstep: Class 20 contains 35037 members 
Mstep: Class 21 contains 22572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99923144.000000 Penalty: 40331.992188
Iteration 4F: 19 clusters Score -9.992314e+07 nChanged 187448
Entering Unmasked Mstep 
Mstep: Class 0 contains 537 members 
Mstep: Class 1 contains 131023 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 6850 members 
Mstep: Class 5 contains 23074 members 
Mstep: Class 6 contains 41046 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 8 contains 83861 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 7771 members 
Mstep: Class 13 contains 74137 members 
Mstep: Class 14 contains 4456 members 
Mstep: Class 15 contains 127067 members 
Mstep: Class 16 contains 20784 members 
Mstep: Class 17 contains 25952 members 
Mstep: Class 18 contains 119815 members 
Mstep: Class 19 contains 239141 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 27635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100159976.000000 Penalty: 40331.992188
Iteration 5F: 19 clusters Score -1.0016e+08 nChanged 145118
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 3 contains 5048 members 
Mstep: Class 4 contains 6484 members 
Mstep: Class 5 contains 18345 members 
Mstep: Class 6 contains 52206 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 97092 members 
Mstep: Class 10 contains 2636 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 13 contains 91481 members 
Mstep: Class 14 contains 6874 members 
Mstep: Class 15 contains 115686 members 
Mstep: Class 16 contains 18699 members 
Mstep: Class 17 contains 32458 members 
Mstep: Class 18 contains 128121 members 
Mstep: Class 19 contains 214542 members 
Mstep: Class 20 contains 26865 members 
Mstep: Class 21 contains 31918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100361480.000000 Penalty: 40331.992188
Iteration 6F: 19 clusters Score -1.003615e+08 nChanged 119252
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 5668 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 58391 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 9822 members 
Mstep: Class 13 contains 104110 members 
Mstep: Class 14 contains 9798 members 
Mstep: Class 15 contains 106244 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 37657 members 
Mstep: Class 18 contains 133219 members 
Mstep: Class 19 contains 207744 members 
Mstep: Class 20 contains 22861 members 
Mstep: Class 21 contains 35033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100497000.000000 Penalty: 40331.992188
Iteration 7F: 19 clusters Score -1.00497e+08 nChanged 99861
Entering Unmasked Mstep 
Mstep: Class 0 contains 408 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 61114 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 117200 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 10113 members 
Mstep: Class 13 contains 113564 members 
Mstep: Class 14 contains 12636 members 
Mstep: Class 15 contains 101089 members 
Mstep: Class 16 contains 15675 members 
Mstep: Class 17 contains 42199 members 
Mstep: Class 18 contains 135772 members 
Mstep: Class 19 contains 205643 members 
Mstep: Class 20 contains 20411 members 
Mstep: Class 21 contains 36609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100606680.000000 Penalty: 40331.992188
Iteration 8F: 19 clusters Score -1.006067e+08 nChanged 80767
Entering Unmasked Mstep 
Mstep: Class 0 contains 391 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 3 contains 5466 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 13238 members 
Mstep: Class 6 contains 64911 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 127144 members 
Mstep: Class 10 contains 5298 members 
Mstep: Class 11 contains 10237 members 
Mstep: Class 13 contains 118979 members 
Mstep: Class 14 contains 15317 members 
Mstep: Class 15 contains 103276 members 
Mstep: Class 16 contains 14170 members 
Mstep: Class 17 contains 45836 members 
Mstep: Class 18 contains 136622 members 
Mstep: Class 19 contains 198621 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 36533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100706216.000000 Penalty: 40331.992188
Iteration 9F: 19 clusters Score -1.007062e+08 nChanged 65187
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 3 contains 5261 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 12892 members 
Mstep: Class 6 contains 71947 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 135464 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 13 contains 119451 members 
Mstep: Class 14 contains 17755 members 
Mstep: Class 15 contains 110886 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 48370 members 
Mstep: Class 18 contains 136500 members 
Mstep: Class 19 contains 188169 members 
Mstep: Class 20 contains 18366 members 
Mstep: Class 21 contains 35483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100771216.000000 Penalty: 40331.992188
Iteration 10F: 19 clusters Score -1.007712e+08 nChanged 48303
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 3 contains 5048 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 12777 members 
Mstep: Class 6 contains 76970 members 
Mstep: Class 7 contains 1935 members 
Mstep: Class 8 contains 141758 members 
Mstep: Class 10 contains 6037 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 13 contains 118255 members 
Mstep: Class 14 contains 19552 members 
Mstep: Class 15 contains 118478 members 
Mstep: Class 16 contains 12468 members 
Mstep: Class 17 contains 50014 members 
Mstep: Class 18 contains 135867 members 
Mstep: Class 19 contains 179576 members 
Mstep: Class 20 contains 17694 members 
Mstep: Class 21 contains 34135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100806792.000000 Penalty: 40331.992188
Iteration 11Q: 19 clusters Score -1.008068e+08 nChanged 34374
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 12679 members 
Mstep: Class 6 contains 79605 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 146399 members 
Mstep: Class 10 contains 5854 members 
Mstep: Class 11 contains 10381 members 
Mstep: Class 13 contains 117030 members 
Mstep: Class 14 contains 20830 members 
Mstep: Class 15 contains 124707 members 
Mstep: Class 16 contains 12050 members 
Mstep: Class 17 contains 51335 members 
Mstep: Class 18 contains 135215 members 
Mstep: Class 19 contains 173291 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 32799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100828184.000000 Penalty: 40331.992188
Iteration 12Q: 19 clusters Score -1.008282e+08 nChanged 25084
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 2323 members 
Mstep: Class 5 contains 12633 members 
Mstep: Class 6 contains 81296 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 149709 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 11 contains 10386 members 
Mstep: Class 13 contains 116052 members 
Mstep: Class 14 contains 21948 members 
Mstep: Class 15 contains 129359 members 
Mstep: Class 16 contains 11725 members 
Mstep: Class 17 contains 52453 members 
Mstep: Class 18 contains 134424 members 
Mstep: Class 19 contains 169032 members 
Mstep: Class 20 contains 16599 members 
Mstep: Class 21 contains 31685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100838992.000000 Penalty: 40331.992188
Iteration 13Q: 19 clusters Score -1.00839e+08 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 12629 members 
Mstep: Class 6 contains 82726 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 152039 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 10380 members 
Mstep: Class 13 contains 115348 members 
Mstep: Class 14 contains 22969 members 
Mstep: Class 15 contains 133444 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 17 contains 53343 members 
Mstep: Class 18 contains 133568 members 
Mstep: Class 19 contains 165693 members 
Mstep: Class 20 contains 16215 members 
Mstep: Class 21 contains 30723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100845728.000000 Penalty: 40331.992188
Iteration 14Q: 19 clusters Score -1.008457e+08 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 12778 members 
Mstep: Class 6 contains 83986 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 153690 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 10374 members 
Mstep: Class 13 contains 114825 members 
Mstep: Class 14 contains 23777 members 
Mstep: Class 15 contains 137365 members 
Mstep: Class 16 contains 11303 members 
Mstep: Class 17 contains 53856 members 
Mstep: Class 18 contains 132702 members 
Mstep: Class 19 contains 162730 members 
Mstep: Class 20 contains 15911 members 
Mstep: Class 21 contains 29931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851024.000000 Penalty: 40331.992188
Iteration 15Q: 19 clusters Score -1.00851e+08 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 13038 members 
Mstep: Class 6 contains 85017 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 154771 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 13 contains 114447 members 
Mstep: Class 14 contains 24363 members 
Mstep: Class 15 contains 141298 members 
Mstep: Class 16 contains 11159 members 
Mstep: Class 17 contains 54128 members 
Mstep: Class 18 contains 131975 members 
Mstep: Class 19 contains 159841 members 
Mstep: Class 20 contains 15735 members 
Mstep: Class 21 contains 29262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854840.000000 Penalty: 40331.992188
Iteration 16Q: 19 clusters Score -1.008548e+08 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 3 contains 3554 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 13315 members 
Mstep: Class 6 contains 85819 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 155552 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 13 contains 114128 members 
Mstep: Class 14 contains 24718 members 
Mstep: Class 15 contains 145103 members 
Mstep: Class 16 contains 11059 members 
Mstep: Class 17 contains 54193 members 
Mstep: Class 18 contains 131378 members 
Mstep: Class 19 contains 157026 members 
Mstep: Class 20 contains 15608 members 
Mstep: Class 21 contains 28694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100856944.000000 Penalty: 40331.992188
Iteration 17Q: 19 clusters Score -1.008569e+08 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 13516 members 
Mstep: Class 6 contains 86392 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 156109 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 13 contains 113855 members 
Mstep: Class 14 contains 25009 members 
Mstep: Class 15 contains 148817 members 
Mstep: Class 16 contains 10973 members 
Mstep: Class 17 contains 54176 members 
Mstep: Class 18 contains 130910 members 
Mstep: Class 19 contains 154188 members 
Mstep: Class 20 contains 15464 members 
Mstep: Class 21 contains 28242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100857384.000000 Penalty: 40331.992188
Iteration 18Q: 19 clusters Score -1.008574e+08 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 3 contains 3277 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 13634 members 
Mstep: Class 6 contains 86898 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 8 contains 156554 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 13 contains 113643 members 
Mstep: Class 14 contains 25243 members 
Mstep: Class 15 contains 152383 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 54103 members 
Mstep: Class 18 contains 130547 members 
Mstep: Class 19 contains 151295 members 
Mstep: Class 20 contains 15311 members 
Mstep: Class 21 contains 27864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100858016.000000 Penalty: 40331.992188
Iteration 19Q: 19 clusters Score -1.00858e+08 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 13662 members 
Mstep: Class 6 contains 87246 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 156956 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 13 contains 113549 members 
Mstep: Class 14 contains 25422 members 
Mstep: Class 15 contains 155946 members 
Mstep: Class 16 contains 10865 members 
Mstep: Class 17 contains 53954 members 
Mstep: Class 18 contains 130248 members 
Mstep: Class 19 contains 148317 members 
Mstep: Class 20 contains 15121 members 
Mstep: Class 21 contains 27532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100861984.000000 Penalty: 40331.992188
Iteration 20F: 19 clusters Score -1.00862e+08 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 13680 members 
Mstep: Class 6 contains 87530 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 157440 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 13 contains 113449 members 
Mstep: Class 14 contains 25713 members 
Mstep: Class 15 contains 159507 members 
Mstep: Class 16 contains 10859 members 
Mstep: Class 17 contains 53753 members 
Mstep: Class 18 contains 129870 members 
Mstep: Class 19 contains 145278 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 27214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100865464.000000 Penalty: 40331.992188
Iteration 21Q: 19 clusters Score -1.008655e+08 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 13780 members 
Mstep: Class 6 contains 87832 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 157902 members 
Mstep: Class 10 contains 4884 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 13 contains 113390 members 
Mstep: Class 14 contains 25854 members 
Mstep: Class 15 contains 163193 members 
Mstep: Class 16 contains 10890 members 
Mstep: Class 17 contains 53573 members 
Mstep: Class 18 contains 129533 members 
Mstep: Class 19 contains 142135 members 
Mstep: Class 20 contains 14720 members 
Mstep: Class 21 contains 26923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100866560.000000 Penalty: 40331.992188
Iteration 22Q: 19 clusters Score -1.008666e+08 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 13811 members 
Mstep: Class 6 contains 88163 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 158425 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 13 contains 113377 members 
Mstep: Class 14 contains 25925 members 
Mstep: Class 15 contains 166812 members 
Mstep: Class 16 contains 10860 members 
Mstep: Class 17 contains 53402 members 
Mstep: Class 18 contains 129308 members 
Mstep: Class 19 contains 138932 members 
Mstep: Class 20 contains 14495 members 
Mstep: Class 21 contains 26673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100867288.000000 Penalty: 40331.992188
Iteration 23Q: 19 clusters Score -1.008673e+08 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 13781 members 
Mstep: Class 6 contains 88509 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 159046 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 13 contains 113369 members 
Mstep: Class 14 contains 25971 members 
Mstep: Class 15 contains 170460 members 
Mstep: Class 16 contains 10829 members 
Mstep: Class 17 contains 53231 members 
Mstep: Class 18 contains 129173 members 
Mstep: Class 19 contains 135566 members 
Mstep: Class 20 contains 14248 members 
Mstep: Class 21 contains 26420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100867344.000000 Penalty: 40331.992188
Iteration 24Q: 19 clusters Score -1.008673e+08 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 13759 members 
Mstep: Class 6 contains 88839 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 159667 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 13 contains 113353 members 
Mstep: Class 14 contains 26000 members 
Mstep: Class 15 contains 174102 members 
Mstep: Class 16 contains 10786 members 
Mstep: Class 17 contains 53022 members 
Mstep: Class 18 contains 129076 members 
Mstep: Class 19 contains 132155 members 
Mstep: Class 20 contains 14000 members 
Mstep: Class 21 contains 26200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100868144.000000 Penalty: 40331.992188
Iteration 25Q: 19 clusters Score -1.008681e+08 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 13715 members 
Mstep: Class 6 contains 89132 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 160177 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 10140 members 
Mstep: Class 13 contains 113370 members 
Mstep: Class 14 contains 25997 members 
Mstep: Class 15 contains 178239 members 
Mstep: Class 16 contains 10756 members 
Mstep: Class 17 contains 52827 members 
Mstep: Class 18 contains 129025 members 
Mstep: Class 19 contains 128269 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 26005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100872040.000000 Penalty: 40331.992188
Iteration 26Q: 19 clusters Score -1.00872e+08 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 834 members 
Mstep: Class 5 contains 13672 members 
Mstep: Class 6 contains 89371 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 160561 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 13 contains 113404 members 
Mstep: Class 14 contains 25927 members 
Mstep: Class 15 contains 185506 members 
Mstep: Class 16 contains 10728 members 
Mstep: Class 17 contains 52594 members 
Mstep: Class 18 contains 129009 members 
Mstep: Class 19 contains 121429 members 
Mstep: Class 20 contains 13463 members 
Mstep: Class 21 contains 25831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100873824.000000 Penalty: 40331.992188
Iteration 27Q: 19 clusters Score -1.008738e+08 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 828 members 
Mstep: Class 5 contains 13625 members 
Mstep: Class 6 contains 89553 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 160900 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 13 contains 113448 members 
Mstep: Class 14 contains 25871 members 
Mstep: Class 15 contains 197755 members 
Mstep: Class 16 contains 10697 members 
Mstep: Class 17 contains 52353 members 
Mstep: Class 18 contains 129137 members 
Mstep: Class 19 contains 109531 members 
Mstep: Class 20 contains 13123 members 
Mstep: Class 21 contains 25650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100865144.000000 Penalty: 40331.992188
Iteration 28Q: 19 clusters Score -1.008651e+08 nChanged 23704
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 818 members 
Mstep: Class 5 contains 13579 members 
Mstep: Class 6 contains 89682 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 161616 members 
Mstep: Class 10 contains 4884 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 13 contains 113495 members 
Mstep: Class 14 contains 26032 members 
Mstep: Class 15 contains 213682 members 
Mstep: Class 16 contains 10677 members 
Mstep: Class 17 contains 52136 members 
Mstep: Class 18 contains 129268 members 
Mstep: Class 19 contains 93321 members 
Mstep: Class 20 contains 12769 members 
Mstep: Class 21 contains 25489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100839216.000000 Penalty: 40331.992188
Iteration 29Q: 19 clusters Score -1.008392e+08 nChanged 22452
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 13554 members 
Mstep: Class 6 contains 89779 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 163304 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 13 contains 113566 members 
Mstep: Class 14 contains 26585 members 
Mstep: Class 15 contains 222769 members 
Mstep: Class 16 contains 10672 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 129315 members 
Mstep: Class 19 contains 82622 members 
Mstep: Class 20 contains 12383 members 
Mstep: Class 21 contains 25320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100822128.000000 Penalty: 40331.992188
Iteration 30Q: 19 clusters Score -1.008221e+08 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 13526 members 
Mstep: Class 6 contains 89868 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 165525 members 
Mstep: Class 10 contains 4906 members 
Mstep: Class 11 contains 10140 members 
Mstep: Class 13 contains 113627 members 
Mstep: Class 14 contains 27380 members 
Mstep: Class 15 contains 223234 members 
Mstep: Class 16 contains 10658 members 
Mstep: Class 17 contains 51760 members 
Mstep: Class 18 contains 129324 members 
Mstep: Class 19 contains 79794 members 
Mstep: Class 20 contains 11993 members 
Mstep: Class 21 contains 25181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100821720.000000 Penalty: 40331.992188
Iteration 31Q: 19 clusters Score -1.008217e+08 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 13523 members 
Mstep: Class 6 contains 89952 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 167539 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 13 contains 113678 members 
Mstep: Class 14 contains 28002 members 
Mstep: Class 15 contains 220164 members 
Mstep: Class 16 contains 10641 members 
Mstep: Class 17 contains 51647 members 
Mstep: Class 18 contains 129305 members 
Mstep: Class 19 contains 80846 members 
Mstep: Class 20 contains 11570 members 
Mstep: Class 21 contains 25057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100826920.000000 Penalty: 40331.992188
Iteration 32Q: 19 clusters Score -1.008269e+08 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 13519 members 
Mstep: Class 6 contains 90024 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 169102 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 10153 members 
Mstep: Class 13 contains 113717 members 
Mstep: Class 14 contains 28451 members 
Mstep: Class 15 contains 215046 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 51549 members 
Mstep: Class 18 contains 129244 members 
Mstep: Class 19 contains 84551 members 
Mstep: Class 20 contains 11165 members 
Mstep: Class 21 contains 24961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100837208.000000 Penalty: 40331.992188
Iteration 33Q: 19 clusters Score -1.008372e+08 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 13510 members 
Mstep: Class 6 contains 90090 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 170152 members 
Mstep: Class 10 contains 4900 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 28669 members 
Mstep: Class 15 contains 208992 members 
Mstep: Class 16 contains 10622 members 
Mstep: Class 17 contains 51498 members 
Mstep: Class 18 contains 129201 members 
Mstep: Class 19 contains 89839 members 
Mstep: Class 20 contains 10812 members 
Mstep: Class 21 contains 24851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100848656.000000 Penalty: 40331.992188
Iteration 34Q: 19 clusters Score -1.008487e+08 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 13510 members 
Mstep: Class 6 contains 90148 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 170689 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 10162 members 
Mstep: Class 13 contains 113771 members 
Mstep: Class 14 contains 28705 members 
Mstep: Class 15 contains 203186 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 51484 members 
Mstep: Class 18 contains 129097 members 
Mstep: Class 19 contains 95588 members 
Mstep: Class 20 contains 10474 members 
Mstep: Class 21 contains 24752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100858160.000000 Penalty: 40331.992188
Iteration 35Q: 19 clusters Score -1.008582e+08 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 13509 members 
Mstep: Class 6 contains 90187 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 170909 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 13 contains 113822 members 
Mstep: Class 14 contains 28646 members 
Mstep: Class 15 contains 197648 members 
Mstep: Class 16 contains 10583 members 
Mstep: Class 17 contains 51454 members 
Mstep: Class 18 contains 128967 members 
Mstep: Class 19 contains 101484 members 
Mstep: Class 20 contains 10167 members 
Mstep: Class 21 contains 24649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100866120.000000 Penalty: 40331.992188
Iteration 36Q: 19 clusters Score -1.008661e+08 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 13508 members 
Mstep: Class 6 contains 90214 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 170833 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 13 contains 113874 members 
Mstep: Class 14 contains 28490 members 
Mstep: Class 15 contains 192625 members 
Mstep: Class 16 contains 10559 members 
Mstep: Class 17 contains 51370 members 
Mstep: Class 18 contains 128836 members 
Mstep: Class 19 contains 107271 members 
Mstep: Class 20 contains 9895 members 
Mstep: Class 21 contains 24561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100873008.000000 Penalty: 40331.992188
Iteration 37Q: 19 clusters Score -1.00873e+08 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 13503 members 
Mstep: Class 6 contains 90240 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 170597 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 10172 members 
Mstep: Class 13 contains 113903 members 
Mstep: Class 14 contains 28260 members 
Mstep: Class 15 contains 187986 members 
Mstep: Class 16 contains 10536 members 
Mstep: Class 17 contains 51288 members 
Mstep: Class 18 contains 128754 members 
Mstep: Class 19 contains 112909 members 
Mstep: Class 20 contains 9614 members 
Mstep: Class 21 contains 24462 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 19 clusters Score -1.008788e+08 nChanged 8035
Entering ConstructFrom: 
Score: -100878824.000000 Penalty: 40331.992188
Entering ConstructFrom: 
Trying to split cluster 1 (11855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Entering Unmasked Estep 
Score: -1202471.375000 Penalty: 1524.332031
	Iteration 0F: 2 clusters Score -1202471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1194150.250000 Penalty: 3048.664062
	Iteration 0F: 3 clusters Score -1194150 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1197563.750000 Penalty: 3048.664062
	Iteration 1F: 3 clusters Score -1197564 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1199432.000000 Penalty: 3048.664062
	Iteration 2F: 3 clusters Score -1199432 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1202739.875000 Penalty: 3048.664062
	Iteration 3F: 3 clusters Score -1202740 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1205628.125000 Penalty: 3048.664062
	Iteration 4F: 3 clusters Score -1205628 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1206313.375000 Penalty: 3048.664062
	Iteration 5F: 3 clusters Score -1206313 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1206410.875000 Penalty: 3048.664062
	Iteration 6Q: 3 clusters Score -1206411 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1206437.875000 Penalty: 3048.664062
	Iteration 7Q: 3 clusters Score -1206438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1206444.000000 Penalty: 3048.664062
	Iteration 8Q: 3 clusters Score -1206444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1206445.000000 Penalty: 3048.664062
	Iteration 9Q: 3 clusters Score -1206445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1206451.500000 Penalty: 3048.664062
	Iteration 10Q: 3 clusters Score -1206452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1206453.500000 Penalty: 3048.664062
	Iteration 11Q: 3 clusters Score -1206454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1206450.250000 Penalty: 3048.664062
	Iteration 12Q: 3 clusters Score -1206450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1206451.625000 Penalty: 3048.664062
	Iteration 13Q: 3 clusters Score -1206452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1206454.125000 Penalty: 3048.664062
	Iteration 14Q: 3 clusters Score -1206454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1206452.750000 Penalty: 3048.664062
	Iteration 15Q: 3 clusters Score -1206453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1206452.750000 Penalty: 3048.664062
	Iteration 16F: 3 clusters Score -1206453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 800 members 
Mstep: Class 5 contains 13501 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 170293 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 13 contains 113937 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Entering Unmasked Estep 
Score: -100885160.000000 Penalty: 42572.660156
Splitting cluster 1 changes total score from -100878824.000000 to -100885160.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188081.296875 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -188081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -185960.859375 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -185960.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186737.265625 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -186737.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -187091.640625 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -187091.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187337.687500 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -187337.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -187523.843750 Penalty: 2478.001221
	Iteration 4F: 3 clusters Score -187523.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187657.562500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -187657.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187750.890625 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -187750.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187805.640625 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -187805.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -187852.562500 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -187852.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -187894.656250 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -187894.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -187921.656250 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -187921.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -187938.750000 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -187938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -187949.687500 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -187949.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -187960.296875 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -187960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187964.390625 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -187964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -187966.375000 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -187966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187967.500000 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -187967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187967.859375 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -187967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187968.156250 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -187968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187968.890625 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -187968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -187969.218750 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -187969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187970.187500 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -187970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -187970.828125 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -187970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187971.593750 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -187971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187971.593750 Penalty: 2478.001221
	Iteration 24F: 3 clusters Score -187971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -61063.921875 Penalty: 1086.249390
	Iteration 0F: 2 clusters Score -61063.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59944.203125 Penalty: 2172.498779
	Iteration 0F: 3 clusters Score -59944.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -61390.589844 Penalty: 2172.498779
	Iteration 1F: 3 clusters Score -61390.59 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -62534.414062 Penalty: 2172.498779
	Iteration 2F: 3 clusters Score -62534.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -62976.921875 Penalty: 2172.498779
	Iteration 3F: 3 clusters Score -62976.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63143.636719 Penalty: 2172.498779
	Iteration 4Q: 3 clusters Score -63143.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63172.003906 Penalty: 2172.498779
	Iteration 5Q: 3 clusters Score -63172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -63174.160156 Penalty: 2172.498779
	Iteration 6Q: 3 clusters Score -63174.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -63175.238281 Penalty: 2172.498779
	Iteration 7Q: 3 clusters Score -63175.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -63175.238281 Penalty: 2172.498779
	Iteration 8F: 3 clusters Score -63175.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 13501 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 170293 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 13 contains 113937 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Entering Unmasked Estep 
Score: -100886120.000000 Penalty: 44813.324219
Splitting cluster 4 changes total score from -100878824.000000 to -100886120.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (13501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Entering Unmasked Estep 
Score: -1303320.250000 Penalty: 1545.459351
	Iteration 0F: 2 clusters Score -1303320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1293999.625000 Penalty: 3090.918701
	Iteration 0F: 3 clusters Score -1294000 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1298488.375000 Penalty: 3090.918701
	Iteration 1F: 3 clusters Score -1298488 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1300518.875000 Penalty: 3090.918701
	Iteration 2F: 3 clusters Score -1300519 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1302477.625000 Penalty: 3090.918701
	Iteration 3F: 3 clusters Score -1302478 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1303431.125000 Penalty: 3090.918701
	Iteration 4F: 3 clusters Score -1303431 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1303783.625000 Penalty: 3090.918701
	Iteration 5Q: 3 clusters Score -1303784 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1303929.250000 Penalty: 3090.918701
	Iteration 6Q: 3 clusters Score -1303929 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1303980.500000 Penalty: 3090.918701
	Iteration 7Q: 3 clusters Score -1303980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1304010.875000 Penalty: 3090.918701
	Iteration 8Q: 3 clusters Score -1304011 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1304041.000000 Penalty: 3090.918701
	Iteration 9Q: 3 clusters Score -1304041 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1304050.875000 Penalty: 3090.918701
	Iteration 10Q: 3 clusters Score -1304051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1304061.375000 Penalty: 3090.918701
	Iteration 11Q: 3 clusters Score -1304061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1304067.250000 Penalty: 3090.918701
	Iteration 12Q: 3 clusters Score -1304067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1304070.250000 Penalty: 3090.918701
	Iteration 13Q: 3 clusters Score -1304070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1304076.750000 Penalty: 3090.918701
	Iteration 14Q: 3 clusters Score -1304077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1304083.250000 Penalty: 3090.918701
	Iteration 15Q: 3 clusters Score -1304083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1304087.250000 Penalty: 3090.918701
	Iteration 16Q: 3 clusters Score -1304087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1304087.000000 Penalty: 3090.918701
	Iteration 17Q: 3 clusters Score -1304087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1304088.750000 Penalty: 3090.918701
	Iteration 18Q: 3 clusters Score -1304089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1304096.125000 Penalty: 3090.918701
	Iteration 19Q: 3 clusters Score -1304096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1304100.250000 Penalty: 3090.918701
	Iteration 20F: 3 clusters Score -1304100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1304099.250000 Penalty: 3090.918701
	Iteration 21Q: 3 clusters Score -1304099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1304100.125000 Penalty: 3090.918701
	Iteration 22Q: 3 clusters Score -1304100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1304101.000000 Penalty: 3090.918701
	Iteration 23Q: 3 clusters Score -1304101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1304102.000000 Penalty: 3090.918701
	Iteration 24Q: 3 clusters Score -1304102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1304101.375000 Penalty: 3090.918701
	Iteration 25Q: 3 clusters Score -1304101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1304105.750000 Penalty: 3090.918701
	Iteration 26Q: 3 clusters Score -1304106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1304108.250000 Penalty: 3090.918701
	Iteration 27Q: 3 clusters Score -1304108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1304107.375000 Penalty: 3090.918701
	Iteration 28Q: 3 clusters Score -1304107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1304108.000000 Penalty: 3090.918701
	Iteration 29Q: 3 clusters Score -1304108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1304108.875000 Penalty: 3090.918701
	Iteration 30Q: 3 clusters Score -1304109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1304112.125000 Penalty: 3090.918701
	Iteration 31Q: 3 clusters Score -1304112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1304116.500000 Penalty: 3090.918701
	Iteration 32Q: 3 clusters Score -1304116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1304120.625000 Penalty: 3090.918701
	Iteration 33Q: 3 clusters Score -1304121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1304127.875000 Penalty: 3090.918701
	Iteration 34Q: 3 clusters Score -1304128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1304131.875000 Penalty: 3090.918701
	Iteration 35Q: 3 clusters Score -1304132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1304143.500000 Penalty: 3090.918701
	Iteration 36Q: 3 clusters Score -1304144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1304166.250000 Penalty: 3090.918701
	Iteration 37Q: 3 clusters Score -1304166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1304200.875000 Penalty: 3090.918701
	Iteration 38Q: 3 clusters Score -1304201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1304231.750000 Penalty: 3090.918701
	Iteration 39Q: 3 clusters Score -1304232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1304265.875000 Penalty: 3090.918701
	Iteration 40F: 3 clusters Score -1304266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1304299.500000 Penalty: 3090.918701
	Iteration 41Q: 3 clusters Score -1304300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1304358.875000 Penalty: 3090.918701
	Iteration 42Q: 3 clusters Score -1304359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1304405.375000 Penalty: 3090.918701
	Iteration 43Q: 3 clusters Score -1304405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1304446.375000 Penalty: 3090.918701
	Iteration 44Q: 3 clusters Score -1304446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1304488.625000 Penalty: 3090.918701
	Iteration 45Q: 3 clusters Score -1304489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1304528.875000 Penalty: 3090.918701
	Iteration 46Q: 3 clusters Score -1304529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1304557.250000 Penalty: 3090.918701
	Iteration 47Q: 3 clusters Score -1304557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1304601.875000 Penalty: 3090.918701
	Iteration 48Q: 3 clusters Score -1304602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1304621.250000 Penalty: 3090.918701
	Iteration 49Q: 3 clusters Score -1304621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1304640.000000 Penalty: 3090.918701
	Iteration 50Q: 3 clusters Score -1304640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1304656.000000 Penalty: 3090.918701
	Iteration 51Q: 3 clusters Score -1304656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1304675.750000 Penalty: 3090.918701
	Iteration 52Q: 3 clusters Score -1304676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1304693.125000 Penalty: 3090.918701
	Iteration 53Q: 3 clusters Score -1304693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1304706.625000 Penalty: 3090.918701
	Iteration 54Q: 3 clusters Score -1304707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1304709.750000 Penalty: 3090.918701
	Iteration 55Q: 3 clusters Score -1304710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1304717.375000 Penalty: 3090.918701
	Iteration 56Q: 3 clusters Score -1304717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1304726.750000 Penalty: 3090.918701
	Iteration 57Q: 3 clusters Score -1304727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1304729.500000 Penalty: 3090.918701
	Iteration 58Q: 3 clusters Score -1304730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1304732.000000 Penalty: 3090.918701
	Iteration 59Q: 3 clusters Score -1304732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1304736.375000 Penalty: 3090.918701
	Iteration 60F: 3 clusters Score -1304736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1304736.125000 Penalty: 3090.918701
	Iteration 61Q: 3 clusters Score -1304736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1304743.625000 Penalty: 3090.918701
	Iteration 62Q: 3 clusters Score -1304744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1304743.750000 Penalty: 3090.918701
	Iteration 63Q: 3 clusters Score -1304744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1304751.750000 Penalty: 3090.918701
	Iteration 64Q: 3 clusters Score -1304752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1304752.000000 Penalty: 3090.918701
	Iteration 65Q: 3 clusters Score -1304752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304752.375000 Penalty: 3090.918701
	Iteration 66Q: 3 clusters Score -1304752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304753.125000 Penalty: 3090.918701
	Iteration 67Q: 3 clusters Score -1304753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304751.500000 Penalty: 3090.918701
	Iteration 68Q: 3 clusters Score -1304752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304754.750000 Penalty: 3090.918701
	Iteration 69Q: 3 clusters Score -1304755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304754.500000 Penalty: 3090.918701
	Iteration 70Q: 3 clusters Score -1304754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1304755.000000 Penalty: 3090.918701
	Iteration 71Q: 3 clusters Score -1304755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304758.500000 Penalty: 3090.918701
	Iteration 72Q: 3 clusters Score -1304758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304758.375000 Penalty: 3090.918701
	Iteration 73Q: 3 clusters Score -1304758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1304756.250000 Penalty: 3090.918701
	Iteration 74Q: 3 clusters Score -1304756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304758.000000 Penalty: 3090.918701
	Iteration 75Q: 3 clusters Score -1304758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1304758.125000 Penalty: 3090.918701
	Iteration 76Q: 3 clusters Score -1304758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1304756.125000 Penalty: 3090.918701
	Iteration 77Q: 3 clusters Score -1304756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1304757.250000 Penalty: 3090.918701
	Iteration 78Q: 3 clusters Score -1304757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1304757.250000 Penalty: 3090.918701
	Iteration 79F: 3 clusters Score -1304757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 170293 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 113937 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Entering Unmasked Estep 
Score: -100887008.000000 Penalty: 47053.992188
Splitting cluster 5 changes total score from -100878824.000000 to -100887008.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (90255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Entering Unmasked Estep 
Score: -9816241.000000 Penalty: 1854.189087
	Iteration 0F: 2 clusters Score -9816241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -9756043.000000 Penalty: 3708.378174
	Iteration 0F: 3 clusters Score -9756043 nChanged 43108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -9780788.000000 Penalty: 3708.378174
	Iteration 1F: 3 clusters Score -9780788 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -9781903.000000 Penalty: 3708.378174
	Iteration 2Q: 3 clusters Score -9781903 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -9783835.000000 Penalty: 3708.378174
	Iteration 3Q: 3 clusters Score -9783835 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -9787240.000000 Penalty: 3708.378174
	Iteration 4F: 3 clusters Score -9787240 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -9792807.000000 Penalty: 3708.378174
	Iteration 5F: 3 clusters Score -9792807 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -9800149.000000 Penalty: 3708.378174
	Iteration 6F: 3 clusters Score -9800149 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -9806964.000000 Penalty: 3708.378174
	Iteration 7F: 3 clusters Score -9806964 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -9811190.000000 Penalty: 3708.378174
	Iteration 8F: 3 clusters Score -9811190 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9813187.000000 Penalty: 3708.378174
	Iteration 9Q: 3 clusters Score -9813187 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9814014.000000 Penalty: 3708.378174
	Iteration 10Q: 3 clusters Score -9814014 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9814306.000000 Penalty: 3708.378174
	Iteration 11Q: 3 clusters Score -9814306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9814418.000000 Penalty: 3708.378174
	Iteration 12Q: 3 clusters Score -9814418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9814465.000000 Penalty: 3708.378174
	Iteration 13Q: 3 clusters Score -9814465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9814524.000000 Penalty: 3708.378174
	Iteration 14Q: 3 clusters Score -9814524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9814570.000000 Penalty: 3708.378174
	Iteration 15Q: 3 clusters Score -9814570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9814603.000000 Penalty: 3708.378174
	Iteration 16Q: 3 clusters Score -9814603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9814623.000000 Penalty: 3708.378174
	Iteration 17Q: 3 clusters Score -9814623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9814623.000000 Penalty: 3708.378174
	Iteration 18Q: 3 clusters Score -9814623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9814633.000000 Penalty: 3708.378174
	Iteration 19Q: 3 clusters Score -9814633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9814636.000000 Penalty: 3708.378174
	Iteration 20F: 3 clusters Score -9814636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9814644.000000 Penalty: 3708.378174
	Iteration 21Q: 3 clusters Score -9814644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9814643.000000 Penalty: 3708.378174
	Iteration 22Q: 3 clusters Score -9814643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9814643.000000 Penalty: 3708.378174
	Iteration 23Q: 3 clusters Score -9814643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9814637.000000 Penalty: 3708.378174
	Iteration 24Q: 3 clusters Score -9814637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9814647.000000 Penalty: 3708.378174
	Iteration 25Q: 3 clusters Score -9814647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9814647.000000 Penalty: 3708.378174
	Iteration 26F: 3 clusters Score -9814647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -99490.515625 Penalty: 1180.291016
	Iteration 0F: 2 clusters Score -99490.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -98510.953125 Penalty: 2360.582031
	Iteration 0F: 3 clusters Score -98510.95 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102714.554688 Penalty: 2360.582031
	Iteration 1F: 3 clusters Score -102714.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103549.765625 Penalty: 2360.582031
	Iteration 2F: 3 clusters Score -103549.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103878.109375 Penalty: 2360.582031
	Iteration 3Q: 3 clusters Score -103878.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104055.531250 Penalty: 2360.582031
	Iteration 4Q: 3 clusters Score -104055.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104157.546875 Penalty: 2360.582031
	Iteration 5Q: 3 clusters Score -104157.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104235.812500 Penalty: 2360.582031
	Iteration 6Q: 3 clusters Score -104235.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104281.054688 Penalty: 2360.582031
	Iteration 7Q: 3 clusters Score -104281.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104321.289062 Penalty: 2360.582031
	Iteration 8Q: 3 clusters Score -104321.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104353.609375 Penalty: 2360.582031
	Iteration 9Q: 3 clusters Score -104353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104391.031250 Penalty: 2360.582031
	Iteration 10Q: 3 clusters Score -104391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104439.210938 Penalty: 2360.582031
	Iteration 11Q: 3 clusters Score -104439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104461.617188 Penalty: 2360.582031
	Iteration 12Q: 3 clusters Score -104461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104469.156250 Penalty: 2360.582031
	Iteration 13Q: 3 clusters Score -104469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104471.929688 Penalty: 2360.582031
	Iteration 14Q: 3 clusters Score -104471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104474.773438 Penalty: 2360.582031
	Iteration 15Q: 3 clusters Score -104474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104475.984375 Penalty: 2360.582031
	Iteration 16Q: 3 clusters Score -104476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -104478.210938 Penalty: 2360.582031
	Iteration 17Q: 3 clusters Score -104478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104479.679688 Penalty: 2360.582031
	Iteration 18Q: 3 clusters Score -104479.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104486.984375 Penalty: 2360.582031
	Iteration 19F: 3 clusters Score -104487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104491.296875 Penalty: 2360.582031
	Iteration 20F: 3 clusters Score -104491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 170293 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 113937 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Entering Unmasked Estep 
Score: -100890944.000000 Penalty: 49294.656250
Splitting cluster 7 changes total score from -100878824.000000 to -100890944.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (170293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170293 members 
Entering Unmasked Estep 
Score: -18050580.000000 Penalty: 1957.357300
	Iteration 0F: 2 clusters Score -1.805058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -17937010.000000 Penalty: 3914.714600
	Iteration 0F: 3 clusters Score -1.793701e+07 nChanged 82638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -17986680.000000 Penalty: 3914.714600
	Iteration 1F: 3 clusters Score -1.798668e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -17988304.000000 Penalty: 3914.714600
	Iteration 2Q: 3 clusters Score -1.79883e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -17990796.000000 Penalty: 3914.714600
	Iteration 3Q: 3 clusters Score -1.79908e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -17994426.000000 Penalty: 3914.714600
	Iteration 4Q: 3 clusters Score -1.799443e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -17999546.000000 Penalty: 3914.714600
	Iteration 5F: 3 clusters Score -1.799955e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -18006764.000000 Penalty: 3914.714600
	Iteration 6F: 3 clusters Score -1.800676e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97092 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -18014568.000000 Penalty: 3914.714600
	Iteration 7F: 3 clusters Score -1.801457e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -18021986.000000 Penalty: 3914.714600
	Iteration 8F: 3 clusters Score -1.802199e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -18027864.000000 Penalty: 3914.714600
	Iteration 9F: 3 clusters Score -1.802786e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -18031440.000000 Penalty: 3914.714600
	Iteration 10Q: 3 clusters Score -1.803144e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -18033288.000000 Penalty: 3914.714600
	Iteration 11Q: 3 clusters Score -1.803329e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -18034058.000000 Penalty: 3914.714600
	Iteration 12Q: 3 clusters Score -1.803406e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -18034522.000000 Penalty: 3914.714600
	Iteration 13Q: 3 clusters Score -1.803452e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -18034904.000000 Penalty: 3914.714600
	Iteration 14Q: 3 clusters Score -1.80349e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -18035404.000000 Penalty: 3914.714600
	Iteration 15Q: 3 clusters Score -1.80354e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -18035662.000000 Penalty: 3914.714600
	Iteration 16Q: 3 clusters Score -1.803566e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -18036000.000000 Penalty: 3914.714600
	Iteration 17Q: 3 clusters Score -1.8036e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -18036304.000000 Penalty: 3914.714600
	Iteration 18Q: 3 clusters Score -1.80363e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -18036694.000000 Penalty: 3914.714600
	Iteration 19Q: 3 clusters Score -1.803669e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 89108 members 
Entering Unmasked Estep 
Score: -18037014.000000 Penalty: 3914.714600
	Iteration 20F: 3 clusters Score -1.803701e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -18037426.000000 Penalty: 3914.714600
	Iteration 21Q: 3 clusters Score -1.803743e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -18037772.000000 Penalty: 3914.714600
	Iteration 22Q: 3 clusters Score -1.803777e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -18038232.000000 Penalty: 3914.714600
	Iteration 23Q: 3 clusters Score -1.803823e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -18038712.000000 Penalty: 3914.714600
	Iteration 24Q: 3 clusters Score -1.803871e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -18039290.000000 Penalty: 3914.714600
	Iteration 25Q: 3 clusters Score -1.803929e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -18039730.000000 Penalty: 3914.714600
	Iteration 26Q: 3 clusters Score -1.803973e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -18040184.000000 Penalty: 3914.714600
	Iteration 27Q: 3 clusters Score -1.804018e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -18040532.000000 Penalty: 3914.714600
	Iteration 28Q: 3 clusters Score -1.804053e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -18040904.000000 Penalty: 3914.714600
	Iteration 29Q: 3 clusters Score -1.80409e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -18041438.000000 Penalty: 3914.714600
	Iteration 30Q: 3 clusters Score -1.804144e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -18041784.000000 Penalty: 3914.714600
	Iteration 31Q: 3 clusters Score -1.804178e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 112229 members 
Entering Unmasked Estep 
Score: -18042220.000000 Penalty: 3914.714600
	Iteration 32Q: 3 clusters Score -1.804222e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 114183 members 
Entering Unmasked Estep 
Score: -18042582.000000 Penalty: 3914.714600
	Iteration 33Q: 3 clusters Score -1.804258e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -18043042.000000 Penalty: 3914.714600
	Iteration 34Q: 3 clusters Score -1.804304e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 117829 members 
Entering Unmasked Estep 
Score: -18043542.000000 Penalty: 3914.714600
	Iteration 35Q: 3 clusters Score -1.804354e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -18043924.000000 Penalty: 3914.714600
	Iteration 36Q: 3 clusters Score -1.804392e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 121532 members 
Entering Unmasked Estep 
Score: -18044434.000000 Penalty: 3914.714600
	Iteration 37Q: 3 clusters Score -1.804443e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 123368 members 
Entering Unmasked Estep 
Score: -18044844.000000 Penalty: 3914.714600
	Iteration 38Q: 3 clusters Score -1.804484e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -18045222.000000 Penalty: 3914.714600
	Iteration 39Q: 3 clusters Score -1.804522e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 126873 members 
Entering Unmasked Estep 
Score: -18045544.000000 Penalty: 3914.714600
	Iteration 40F: 3 clusters Score -1.804554e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -18046046.000000 Penalty: 3914.714600
	Iteration 41Q: 3 clusters Score -1.804605e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 130155 members 
Entering Unmasked Estep 
Score: -18046454.000000 Penalty: 3914.714600
	Iteration 42Q: 3 clusters Score -1.804645e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 131714 members 
Entering Unmasked Estep 
Score: -18046844.000000 Penalty: 3914.714600
	Iteration 43Q: 3 clusters Score -1.804684e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 133183 members 
Entering Unmasked Estep 
Score: -18047298.000000 Penalty: 3914.714600
	Iteration 44Q: 3 clusters Score -1.80473e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 134628 members 
Entering Unmasked Estep 
Score: -18047614.000000 Penalty: 3914.714600
	Iteration 45Q: 3 clusters Score -1.804761e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 136015 members 
Entering Unmasked Estep 
Score: -18047934.000000 Penalty: 3914.714600
	Iteration 46Q: 3 clusters Score -1.804793e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 137362 members 
Entering Unmasked Estep 
Score: -18048192.000000 Penalty: 3914.714600
	Iteration 47Q: 3 clusters Score -1.804819e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -18048580.000000 Penalty: 3914.714600
	Iteration 48Q: 3 clusters Score -1.804858e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 139979 members 
Entering Unmasked Estep 
Score: -18048766.000000 Penalty: 3914.714600
	Iteration 49Q: 3 clusters Score -1.804877e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 141180 members 
Entering Unmasked Estep 
Score: -18048964.000000 Penalty: 3914.714600
	Iteration 50Q: 3 clusters Score -1.804896e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -18049236.000000 Penalty: 3914.714600
	Iteration 51Q: 3 clusters Score -1.804924e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 143488 members 
Entering Unmasked Estep 
Score: -18049528.000000 Penalty: 3914.714600
	Iteration 52Q: 3 clusters Score -1.804953e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 144492 members 
Entering Unmasked Estep 
Score: -18049772.000000 Penalty: 3914.714600
	Iteration 53Q: 3 clusters Score -1.804977e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -18049902.000000 Penalty: 3914.714600
	Iteration 54Q: 3 clusters Score -1.80499e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 146472 members 
Entering Unmasked Estep 
Score: -18050114.000000 Penalty: 3914.714600
	Iteration 55Q: 3 clusters Score -1.805011e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -18050258.000000 Penalty: 3914.714600
	Iteration 56Q: 3 clusters Score -1.805026e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -18050394.000000 Penalty: 3914.714600
	Iteration 57Q: 3 clusters Score -1.805039e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 149143 members 
Entering Unmasked Estep 
Score: -18050536.000000 Penalty: 3914.714600
	Iteration 58Q: 3 clusters Score -1.805054e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -18050766.000000 Penalty: 3914.714600
	Iteration 59Q: 3 clusters Score -1.805077e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 150731 members 
Entering Unmasked Estep 
Score: -18050864.000000 Penalty: 3914.714600
	Iteration 60F: 3 clusters Score -1.805086e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 151451 members 
Entering Unmasked Estep 
Score: -18050972.000000 Penalty: 3914.714600
	Iteration 61Q: 3 clusters Score -1.805097e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 152130 members 
Entering Unmasked Estep 
Score: -18051060.000000 Penalty: 3914.714600
	Iteration 62Q: 3 clusters Score -1.805106e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -18051104.000000 Penalty: 3914.714600
	Iteration 63Q: 3 clusters Score -1.80511e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -18051192.000000 Penalty: 3914.714600
	Iteration 64Q: 3 clusters Score -1.805119e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -18051254.000000 Penalty: 3914.714600
	Iteration 65Q: 3 clusters Score -1.805125e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -18051348.000000 Penalty: 3914.714600
	Iteration 66Q: 3 clusters Score -1.805135e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -18051408.000000 Penalty: 3914.714600
	Iteration 67Q: 3 clusters Score -1.805141e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -18051450.000000 Penalty: 3914.714600
	Iteration 68Q: 3 clusters Score -1.805145e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -18051442.000000 Penalty: 3914.714600
	Iteration 69Q: 3 clusters Score -1.805144e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 155999 members 
Entering Unmasked Estep 
Score: -18051536.000000 Penalty: 3914.714600
	Iteration 70Q: 3 clusters Score -1.805154e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -18051524.000000 Penalty: 3914.714600
	Iteration 71Q: 3 clusters Score -1.805152e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -18051544.000000 Penalty: 3914.714600
	Iteration 72Q: 3 clusters Score -1.805154e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -18051580.000000 Penalty: 3914.714600
	Iteration 73Q: 3 clusters Score -1.805158e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -18051590.000000 Penalty: 3914.714600
	Iteration 74Q: 3 clusters Score -1.805159e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -18051604.000000 Penalty: 3914.714600
	Iteration 75Q: 3 clusters Score -1.80516e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 158070 members 
Entering Unmasked Estep 
Score: -18051568.000000 Penalty: 3914.714600
	Iteration 76Q: 3 clusters Score -1.805157e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 158366 members 
Entering Unmasked Estep 
Score: -18051566.000000 Penalty: 3914.714600
	Iteration 77Q: 3 clusters Score -1.805157e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 158635 members 
Entering Unmasked Estep 
Score: -18051550.000000 Penalty: 3914.714600
	Iteration 78Q: 3 clusters Score -1.805155e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -18051558.000000 Penalty: 3914.714600
	Iteration 79Q: 3 clusters Score -1.805156e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -18051536.000000 Penalty: 3914.714600
	Iteration 80F: 3 clusters Score -1.805154e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 159316 members 
Entering Unmasked Estep 
Score: -18051614.000000 Penalty: 3914.714600
	Iteration 81Q: 3 clusters Score -1.805161e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -18051616.000000 Penalty: 3914.714600
	Iteration 82Q: 3 clusters Score -1.805162e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -18051630.000000 Penalty: 3914.714600
	Iteration 83Q: 3 clusters Score -1.805163e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 160056 members 
Entering Unmasked Estep 
Score: -18051634.000000 Penalty: 3914.714600
	Iteration 84Q: 3 clusters Score -1.805163e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -18051638.000000 Penalty: 3914.714600
	Iteration 85Q: 3 clusters Score -1.805164e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -18051614.000000 Penalty: 3914.714600
	Iteration 86Q: 3 clusters Score -1.805161e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 160713 members 
Entering Unmasked Estep 
Score: -18051646.000000 Penalty: 3914.714600
	Iteration 87Q: 3 clusters Score -1.805165e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 160910 members 
Entering Unmasked Estep 
Score: -18051642.000000 Penalty: 3914.714600
	Iteration 88Q: 3 clusters Score -1.805164e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -18051664.000000 Penalty: 3914.714600
	Iteration 89Q: 3 clusters Score -1.805166e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 161279 members 
Entering Unmasked Estep 
Score: -18051672.000000 Penalty: 3914.714600
	Iteration 90Q: 3 clusters Score -1.805167e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -18051728.000000 Penalty: 3914.714600
	Iteration 91Q: 3 clusters Score -1.805173e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -18051730.000000 Penalty: 3914.714600
	Iteration 92Q: 3 clusters Score -1.805173e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -18051752.000000 Penalty: 3914.714600
	Iteration 93Q: 3 clusters Score -1.805175e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 161844 members 
Entering Unmasked Estep 
Score: -18051730.000000 Penalty: 3914.714600
	Iteration 94Q: 3 clusters Score -1.805173e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -18051720.000000 Penalty: 3914.714600
	Iteration 95Q: 3 clusters Score -1.805172e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 162041 members 
Entering Unmasked Estep 
Score: -18051708.000000 Penalty: 3914.714600
	Iteration 96Q: 3 clusters Score -1.805171e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -18051706.000000 Penalty: 3914.714600
	Iteration 97Q: 3 clusters Score -1.805171e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -18051720.000000 Penalty: 3914.714600
	Iteration 98Q: 3 clusters Score -1.805172e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -18051726.000000 Penalty: 3914.714600
	Iteration 99Q: 3 clusters Score -1.805173e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 162445 members 
Entering Unmasked Estep 
Score: -18051730.000000 Penalty: 3914.714600
	Iteration 100F: 3 clusters Score -1.805173e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 162534 members 
Entering Unmasked Estep 
Score: -18051752.000000 Penalty: 3914.714600
	Iteration 101Q: 3 clusters Score -1.805175e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 162600 members 
Entering Unmasked Estep 
Score: -18051738.000000 Penalty: 3914.714600
	Iteration 102Q: 3 clusters Score -1.805174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -18051742.000000 Penalty: 3914.714600
	Iteration 103Q: 3 clusters Score -1.805174e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 162745 members 
Entering Unmasked Estep 
Score: -18051738.000000 Penalty: 3914.714600
	Iteration 104Q: 3 clusters Score -1.805174e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -18051748.000000 Penalty: 3914.714600
	Iteration 105Q: 3 clusters Score -1.805175e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -18051742.000000 Penalty: 3914.714600
	Iteration 106Q: 3 clusters Score -1.805174e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 162914 members 
Entering Unmasked Estep 
Score: -18051732.000000 Penalty: 3914.714600
	Iteration 107Q: 3 clusters Score -1.805173e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 162977 members 
Entering Unmasked Estep 
Score: -18051700.000000 Penalty: 3914.714600
	Iteration 108Q: 3 clusters Score -1.80517e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -18051696.000000 Penalty: 3914.714600
	Iteration 109Q: 3 clusters Score -1.80517e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 163129 members 
Entering Unmasked Estep 
Score: -18051694.000000 Penalty: 3914.714600
	Iteration 110Q: 3 clusters Score -1.805169e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -18051654.000000 Penalty: 3914.714600
	Iteration 111Q: 3 clusters Score -1.805165e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -18051704.000000 Penalty: 3914.714600
	Iteration 112Q: 3 clusters Score -1.80517e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -18051714.000000 Penalty: 3914.714600
	Iteration 113Q: 3 clusters Score -1.805171e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -18051746.000000 Penalty: 3914.714600
	Iteration 114Q: 3 clusters Score -1.805175e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 163517 members 
Entering Unmasked Estep 
Score: -18051736.000000 Penalty: 3914.714600
	Iteration 115Q: 3 clusters Score -1.805174e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 163607 members 
Entering Unmasked Estep 
Score: -18051760.000000 Penalty: 3914.714600
	Iteration 116Q: 3 clusters Score -1.805176e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -18051768.000000 Penalty: 3914.714600
	Iteration 117Q: 3 clusters Score -1.805177e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 163810 members 
Entering Unmasked Estep 
Score: -18051772.000000 Penalty: 3914.714600
	Iteration 118Q: 3 clusters Score -1.805177e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -18051796.000000 Penalty: 3914.714600
	Iteration 119Q: 3 clusters Score -1.80518e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 164010 members 
Entering Unmasked Estep 
Score: -18051826.000000 Penalty: 3914.714600
	Iteration 120F: 3 clusters Score -1.805183e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 164121 members 
Entering Unmasked Estep 
Score: -18051804.000000 Penalty: 3914.714600
	Iteration 121Q: 3 clusters Score -1.80518e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 164235 members 
Entering Unmasked Estep 
Score: -18051838.000000 Penalty: 3914.714600
	Iteration 122Q: 3 clusters Score -1.805184e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -18051904.000000 Penalty: 3914.714600
	Iteration 123Q: 3 clusters Score -1.80519e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 164502 members 
Entering Unmasked Estep 
Score: -18051948.000000 Penalty: 3914.714600
	Iteration 124Q: 3 clusters Score -1.805195e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -18052060.000000 Penalty: 3914.714600
	Iteration 125Q: 3 clusters Score -1.805206e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -18052082.000000 Penalty: 3914.714600
	Iteration 126Q: 3 clusters Score -1.805208e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -18052166.000000 Penalty: 3914.714600
	Iteration 127Q: 3 clusters Score -1.805217e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 165088 members 
Entering Unmasked Estep 
Score: -18052370.000000 Penalty: 3914.714600
	Iteration 128Q: 3 clusters Score -1.805237e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 165226 members 
Entering Unmasked Estep 
Score: -18052702.000000 Penalty: 3914.714600
	Iteration 129Q: 3 clusters Score -1.80527e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -18052958.000000 Penalty: 3914.714600
	Iteration 130Q: 3 clusters Score -1.805296e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -18053198.000000 Penalty: 3914.714600
	Iteration 131Q: 3 clusters Score -1.80532e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -18053320.000000 Penalty: 3914.714600
	Iteration 132Q: 3 clusters Score -1.805332e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 165089 members 
Entering Unmasked Estep 
Score: -18053410.000000 Penalty: 3914.714600
	Iteration 133Q: 3 clusters Score -1.805341e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -18053484.000000 Penalty: 3914.714600
	Iteration 134Q: 3 clusters Score -1.805348e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -18053558.000000 Penalty: 3914.714600
	Iteration 135Q: 3 clusters Score -1.805356e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 164803 members 
Entering Unmasked Estep 
Score: -18053558.000000 Penalty: 3914.714600
	Iteration 136Q: 3 clusters Score -1.805356e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 164742 members 
Entering Unmasked Estep 
Score: -18053564.000000 Penalty: 3914.714600
	Iteration 137Q: 3 clusters Score -1.805356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 164694 members 
Entering Unmasked Estep 
Score: -18053566.000000 Penalty: 3914.714600
	Iteration 138Q: 3 clusters Score -1.805357e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 164646 members 
Entering Unmasked Estep 
Score: -18053560.000000 Penalty: 3914.714600
	Iteration 139Q: 3 clusters Score -1.805356e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 164593 members 
Entering Unmasked Estep 
Score: -18053576.000000 Penalty: 3914.714600
	Iteration 140F: 3 clusters Score -1.805358e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -18053586.000000 Penalty: 3914.714600
	Iteration 141Q: 3 clusters Score -1.805359e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -18053616.000000 Penalty: 3914.714600
	Iteration 142Q: 3 clusters Score -1.805362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -18053630.000000 Penalty: 3914.714600
	Iteration 143Q: 3 clusters Score -1.805363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 164441 members 
Entering Unmasked Estep 
Score: -18053628.000000 Penalty: 3914.714600
	Iteration 144Q: 3 clusters Score -1.805363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 164420 members 
Entering Unmasked Estep 
Score: -18053604.000000 Penalty: 3914.714600
	Iteration 145Q: 3 clusters Score -1.80536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -18053622.000000 Penalty: 3914.714600
	Iteration 146Q: 3 clusters Score -1.805362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -18053626.000000 Penalty: 3914.714600
	Iteration 147Q: 3 clusters Score -1.805363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 164372 members 
Entering Unmasked Estep 
Score: -18053592.000000 Penalty: 3914.714600
	Iteration 148Q: 3 clusters Score -1.805359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -18053600.000000 Penalty: 3914.714600
	Iteration 149Q: 3 clusters Score -1.80536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -18053616.000000 Penalty: 3914.714600
	Iteration 150Q: 3 clusters Score -1.805362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 164311 members 
Entering Unmasked Estep 
Score: -18053636.000000 Penalty: 3914.714600
	Iteration 151Q: 3 clusters Score -1.805364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -18053648.000000 Penalty: 3914.714600
	Iteration 152Q: 3 clusters Score -1.805365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -18053650.000000 Penalty: 3914.714600
	Iteration 153Q: 3 clusters Score -1.805365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 164235 members 
Entering Unmasked Estep 
Score: -18053662.000000 Penalty: 3914.714600
	Iteration 154Q: 3 clusters Score -1.805366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -18053690.000000 Penalty: 3914.714600
	Iteration 155Q: 3 clusters Score -1.805369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -18053698.000000 Penalty: 3914.714600
	Iteration 156Q: 3 clusters Score -1.80537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -18053698.000000 Penalty: 3914.714600
	Iteration 157Q: 3 clusters Score -1.80537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -18053684.000000 Penalty: 3914.714600
	Iteration 158Q: 3 clusters Score -1.805368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -18053700.000000 Penalty: 3914.714600
	Iteration 159Q: 3 clusters Score -1.80537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -18053696.000000 Penalty: 3914.714600
	Iteration 160F: 3 clusters Score -1.80537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -18053672.000000 Penalty: 3914.714600
	Iteration 161Q: 3 clusters Score -1.805367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -18053702.000000 Penalty: 3914.714600
	Iteration 162Q: 3 clusters Score -1.80537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 164148 members 
Entering Unmasked Estep 
Score: -18053702.000000 Penalty: 3914.714600
	Iteration 163Q: 3 clusters Score -1.80537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -18053692.000000 Penalty: 3914.714600
	Iteration 164Q: 3 clusters Score -1.805369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -18053700.000000 Penalty: 3914.714600
	Iteration 165Q: 3 clusters Score -1.80537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -18053702.000000 Penalty: 3914.714600
	Iteration 166Q: 3 clusters Score -1.80537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -18053692.000000 Penalty: 3914.714600
	Iteration 167Q: 3 clusters Score -1.805369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -18053694.000000 Penalty: 3914.714600
	Iteration 168Q: 3 clusters Score -1.805369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -18053694.000000 Penalty: 3914.714600
	Iteration 169F: 3 clusters Score -1.805369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 113937 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 164138 members 
Entering Unmasked Estep 
Score: -100893696.000000 Penalty: 51535.324219
Splitting cluster 8 changes total score from -100878824.000000 to -100893696.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (4916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Entering Unmasked Estep 
Score: -472400.906250 Penalty: 1381.290771
	Iteration 0F: 2 clusters Score -472400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -468703.687500 Penalty: 2762.581543
	Iteration 0F: 3 clusters Score -468703.7 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -470854.781250 Penalty: 2762.581543
	Iteration 1F: 3 clusters Score -470854.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -472910.656250 Penalty: 2762.581543
	Iteration 2F: 3 clusters Score -472910.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -474331.375000 Penalty: 2762.581543
	Iteration 3F: 3 clusters Score -474331.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -474701.875000 Penalty: 2762.581543
	Iteration 4F: 3 clusters Score -474701.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -474784.531250 Penalty: 2762.581543
	Iteration 5Q: 3 clusters Score -474784.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -474812.125000 Penalty: 2762.581543
	Iteration 6Q: 3 clusters Score -474812.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -474836.281250 Penalty: 2762.581543
	Iteration 7Q: 3 clusters Score -474836.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -474851.156250 Penalty: 2762.581543
	Iteration 8Q: 3 clusters Score -474851.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -474866.062500 Penalty: 2762.581543
	Iteration 9Q: 3 clusters Score -474866.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -474879.062500 Penalty: 2762.581543
	Iteration 10Q: 3 clusters Score -474879.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -474888.250000 Penalty: 2762.581543
	Iteration 11Q: 3 clusters Score -474888.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -474898.375000 Penalty: 2762.581543
	Iteration 12Q: 3 clusters Score -474898.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -474909.656250 Penalty: 2762.581543
	Iteration 13Q: 3 clusters Score -474909.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -474926.812500 Penalty: 2762.581543
	Iteration 14Q: 3 clusters Score -474926.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -474942.437500 Penalty: 2762.581543
	Iteration 15Q: 3 clusters Score -474942.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -474950.562500 Penalty: 2762.581543
	Iteration 16Q: 3 clusters Score -474950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -474953.468750 Penalty: 2762.581543
	Iteration 17Q: 3 clusters Score -474953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -474956.093750 Penalty: 2762.581543
	Iteration 18Q: 3 clusters Score -474956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -474957.437500 Penalty: 2762.581543
	Iteration 19Q: 3 clusters Score -474957.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -474958.937500 Penalty: 2762.581543
	Iteration 20F: 3 clusters Score -474958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -474960.437500 Penalty: 2762.581543
	Iteration 21Q: 3 clusters Score -474960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -474961.687500 Penalty: 2762.581543
	Iteration 22Q: 3 clusters Score -474961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -474961.687500 Penalty: 2762.581543
	Iteration 23F: 3 clusters Score -474961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 113937 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 164138 members 
Mstep: Class 24 contains 2887 members 
Entering Unmasked Estep 
Score: -100895096.000000 Penalty: 53775.988281
Splitting cluster 10 changes total score from -100878824.000000 to -100895096.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (10173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Entering Unmasked Estep 
Score: -1030675.937500 Penalty: 1499.467529
	Iteration 0F: 2 clusters Score -1030676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1023417.562500 Penalty: 2998.935059
	Iteration 0F: 3 clusters Score -1023418 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1025826.125000 Penalty: 2998.935059
	Iteration 1F: 3 clusters Score -1025826 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1026187.812500 Penalty: 2998.935059
	Iteration 2F: 3 clusters Score -1026188 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1026603.812500 Penalty: 2998.935059
	Iteration 3F: 3 clusters Score -1026604 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1027098.500000 Penalty: 2998.935059
	Iteration 4F: 3 clusters Score -1027098 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1027583.625000 Penalty: 2998.935059
	Iteration 5F: 3 clusters Score -1027584 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1028113.187500 Penalty: 2998.935059
	Iteration 6F: 3 clusters Score -1028113 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1028691.750000 Penalty: 2998.935059
	Iteration 7F: 3 clusters Score -1028692 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1029252.250000 Penalty: 2998.935059
	Iteration 8F: 3 clusters Score -1029252 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1029680.625000 Penalty: 2998.935059
	Iteration 9Q: 3 clusters Score -1029681 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1029911.937500 Penalty: 2998.935059
	Iteration 10Q: 3 clusters Score -1029912 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1030011.687500 Penalty: 2998.935059
	Iteration 11Q: 3 clusters Score -1030012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1030064.375000 Penalty: 2998.935059
	Iteration 12Q: 3 clusters Score -1030064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1030104.375000 Penalty: 2998.935059
	Iteration 13Q: 3 clusters Score -1030104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1030131.500000 Penalty: 2998.935059
	Iteration 14Q: 3 clusters Score -1030132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1030150.375000 Penalty: 2998.935059
	Iteration 15Q: 3 clusters Score -1030150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1030166.500000 Penalty: 2998.935059
	Iteration 16Q: 3 clusters Score -1030166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1030174.812500 Penalty: 2998.935059
	Iteration 17Q: 3 clusters Score -1030175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1030182.875000 Penalty: 2998.935059
	Iteration 18Q: 3 clusters Score -1030183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1030187.000000 Penalty: 2998.935059
	Iteration 19Q: 3 clusters Score -1030187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1030188.687500 Penalty: 2998.935059
	Iteration 20F: 3 clusters Score -1030189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1030193.187500 Penalty: 2998.935059
	Iteration 21Q: 3 clusters Score -1030193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1030194.187500 Penalty: 2998.935059
	Iteration 22Q: 3 clusters Score -1030194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1030194.562500 Penalty: 2998.935059
	Iteration 23Q: 3 clusters Score -1030195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1030194.562500 Penalty: 2998.935059
	Iteration 24F: 3 clusters Score -1030195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Entering Unmasked Estep 
Score: -12168117.000000 Penalty: 1892.052734
	Iteration 0F: 2 clusters Score -1.216812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -12092617.000000 Penalty: 3784.105469
	Iteration 0F: 3 clusters Score -1.209262e+07 nChanged 54729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -12125691.000000 Penalty: 3784.105469
	Iteration 1F: 3 clusters Score -1.212569e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -12127848.000000 Penalty: 3784.105469
	Iteration 2Q: 3 clusters Score -1.212785e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -12131335.000000 Penalty: 3784.105469
	Iteration 3F: 3 clusters Score -1.213134e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -12135625.000000 Penalty: 3784.105469
	Iteration 4F: 3 clusters Score -1.213562e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -12140325.000000 Penalty: 3784.105469
	Iteration 5F: 3 clusters Score -1.214032e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -12144462.000000 Penalty: 3784.105469
	Iteration 6F: 3 clusters Score -1.214446e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -12147817.000000 Penalty: 3784.105469
	Iteration 7F: 3 clusters Score -1.214782e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -12150078.000000 Penalty: 3784.105469
	Iteration 8Q: 3 clusters Score -1.215008e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -12151875.000000 Penalty: 3784.105469
	Iteration 9Q: 3 clusters Score -1.215188e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -12153270.000000 Penalty: 3784.105469
	Iteration 10Q: 3 clusters Score -1.215327e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -12154334.000000 Penalty: 3784.105469
	Iteration 11Q: 3 clusters Score -1.215433e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -12155448.000000 Penalty: 3784.105469
	Iteration 12Q: 3 clusters Score -1.215545e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 79709 members 
Entering Unmasked Estep 
Score: -12156463.000000 Penalty: 3784.105469
	Iteration 13Q: 3 clusters Score -1.215646e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -12157745.000000 Penalty: 3784.105469
	Iteration 14Q: 3 clusters Score -1.215774e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -12159076.000000 Penalty: 3784.105469
	Iteration 15Q: 3 clusters Score -1.215908e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -12160493.000000 Penalty: 3784.105469
	Iteration 16Q: 3 clusters Score -1.216049e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -12162000.000000 Penalty: 3784.105469
	Iteration 17Q: 3 clusters Score -1.2162e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -12163423.000000 Penalty: 3784.105469
	Iteration 18Q: 3 clusters Score -1.216342e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -12164665.000000 Penalty: 3784.105469
	Iteration 19Q: 3 clusters Score -1.216466e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -12165667.000000 Penalty: 3784.105469
	Iteration 20F: 3 clusters Score -1.216567e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -12166414.000000 Penalty: 3784.105469
	Iteration 21Q: 3 clusters Score -1.216641e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -12167014.000000 Penalty: 3784.105469
	Iteration 22Q: 3 clusters Score -1.216701e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -12167454.000000 Penalty: 3784.105469
	Iteration 23Q: 3 clusters Score -1.216745e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -12167794.000000 Penalty: 3784.105469
	Iteration 24Q: 3 clusters Score -1.216779e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -12168108.000000 Penalty: 3784.105469
	Iteration 25Q: 3 clusters Score -1.216811e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -12168285.000000 Penalty: 3784.105469
	Iteration 26Q: 3 clusters Score -1.216828e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -12168378.000000 Penalty: 3784.105469
	Iteration 27Q: 3 clusters Score -1.216838e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -12168453.000000 Penalty: 3784.105469
	Iteration 28Q: 3 clusters Score -1.216845e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -12168490.000000 Penalty: 3784.105469
	Iteration 29Q: 3 clusters Score -1.216849e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -12168463.000000 Penalty: 3784.105469
	Iteration 30Q: 3 clusters Score -1.216846e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -12168463.000000 Penalty: 3784.105469
	Iteration 31Q: 3 clusters Score -1.216846e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -12168467.000000 Penalty: 3784.105469
	Iteration 32Q: 3 clusters Score -1.216847e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 110585 members 
Entering Unmasked Estep 
Score: -12168476.000000 Penalty: 3784.105469
	Iteration 33Q: 3 clusters Score -1.216848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 110636 members 
Entering Unmasked Estep 
Score: -12168490.000000 Penalty: 3784.105469
	Iteration 34Q: 3 clusters Score -1.216849e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -12168511.000000 Penalty: 3784.105469
	Iteration 35Q: 3 clusters Score -1.216851e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 110705 members 
Entering Unmasked Estep 
Score: -12168563.000000 Penalty: 3784.105469
	Iteration 36Q: 3 clusters Score -1.216856e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 110707 members 
Entering Unmasked Estep 
Score: -12168660.000000 Penalty: 3784.105469
	Iteration 37Q: 3 clusters Score -1.216866e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -12168763.000000 Penalty: 3784.105469
	Iteration 38Q: 3 clusters Score -1.216876e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -12168814.000000 Penalty: 3784.105469
	Iteration 39Q: 3 clusters Score -1.216881e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -12168854.000000 Penalty: 3784.105469
	Iteration 40F: 3 clusters Score -1.216885e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -12168890.000000 Penalty: 3784.105469
	Iteration 41Q: 3 clusters Score -1.216889e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 110690 members 
Entering Unmasked Estep 
Score: -12168889.000000 Penalty: 3784.105469
	Iteration 42Q: 3 clusters Score -1.216889e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -12168904.000000 Penalty: 3784.105469
	Iteration 43Q: 3 clusters Score -1.21689e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 110732 members 
Entering Unmasked Estep 
Score: -12168908.000000 Penalty: 3784.105469
	Iteration 44Q: 3 clusters Score -1.216891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -12168923.000000 Penalty: 3784.105469
	Iteration 45Q: 3 clusters Score -1.216892e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 110784 members 
Entering Unmasked Estep 
Score: -12168914.000000 Penalty: 3784.105469
	Iteration 46Q: 3 clusters Score -1.216891e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -12168928.000000 Penalty: 3784.105469
	Iteration 47Q: 3 clusters Score -1.216893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -12168927.000000 Penalty: 3784.105469
	Iteration 48Q: 3 clusters Score -1.216893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -12168922.000000 Penalty: 3784.105469
	Iteration 49Q: 3 clusters Score -1.216892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -12168919.000000 Penalty: 3784.105469
	Iteration 50Q: 3 clusters Score -1.216892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -12168920.000000 Penalty: 3784.105469
	Iteration 51Q: 3 clusters Score -1.216892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -12168914.000000 Penalty: 3784.105469
	Iteration 52Q: 3 clusters Score -1.216891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -12168911.000000 Penalty: 3784.105469
	Iteration 53Q: 3 clusters Score -1.216891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -12168918.000000 Penalty: 3784.105469
	Iteration 54Q: 3 clusters Score -1.216892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -12168926.000000 Penalty: 3784.105469
	Iteration 55Q: 3 clusters Score -1.216893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -12168919.000000 Penalty: 3784.105469
	Iteration 56Q: 3 clusters Score -1.216892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -12168912.000000 Penalty: 3784.105469
	Iteration 57Q: 3 clusters Score -1.216891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -12168912.000000 Penalty: 3784.105469
	Iteration 58F: 3 clusters Score -1.216891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 164138 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 110863 members 
Entering Unmasked Estep 
Score: -100895864.000000 Penalty: 56016.656250
Splitting cluster 13 changes total score from -100878824.000000 to -100895864.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (28018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Entering Unmasked Estep 
Score: -2824250.500000 Penalty: 1664.097900
	Iteration 0F: 2 clusters Score -2824250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2805299.500000 Penalty: 3328.195801
	Iteration 0F: 3 clusters Score -2805300 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2812798.250000 Penalty: 3328.195801
	Iteration 1F: 3 clusters Score -2812798 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2814428.750000 Penalty: 3328.195801
	Iteration 2F: 3 clusters Score -2814429 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2816983.250000 Penalty: 3328.195801
	Iteration 3F: 3 clusters Score -2816983 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2820237.250000 Penalty: 3328.195801
	Iteration 4F: 3 clusters Score -2820237 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2823173.250000 Penalty: 3328.195801
	Iteration 5F: 3 clusters Score -2823173 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2825114.000000 Penalty: 3328.195801
	Iteration 6F: 3 clusters Score -2825114 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2826412.500000 Penalty: 3328.195801
	Iteration 7F: 3 clusters Score -2826412 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2827374.750000 Penalty: 3328.195801
	Iteration 8Q: 3 clusters Score -2827375 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2827765.500000 Penalty: 3328.195801
	Iteration 9Q: 3 clusters Score -2827766 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2827867.500000 Penalty: 3328.195801
	Iteration 10Q: 3 clusters Score -2827868 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2827887.500000 Penalty: 3328.195801
	Iteration 11Q: 3 clusters Score -2827888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2827892.500000 Penalty: 3328.195801
	Iteration 12Q: 3 clusters Score -2827892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2827889.500000 Penalty: 3328.195801
	Iteration 13Q: 3 clusters Score -2827890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2827888.250000 Penalty: 3328.195801
	Iteration 14Q: 3 clusters Score -2827888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2827889.000000 Penalty: 3328.195801
	Iteration 15Q: 3 clusters Score -2827889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2827894.500000 Penalty: 3328.195801
	Iteration 16Q: 3 clusters Score -2827894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2827890.000000 Penalty: 3328.195801
	Iteration 17Q: 3 clusters Score -2827890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2827891.000000 Penalty: 3328.195801
	Iteration 18Q: 3 clusters Score -2827891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2827895.000000 Penalty: 3328.195801
	Iteration 19Q: 3 clusters Score -2827895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2827895.500000 Penalty: 3328.195801
	Iteration 20F: 3 clusters Score -2827896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2827896.000000 Penalty: 3328.195801
	Iteration 21Q: 3 clusters Score -2827896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2827900.500000 Penalty: 3328.195801
	Iteration 22Q: 3 clusters Score -2827900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2827898.250000 Penalty: 3328.195801
	Iteration 23Q: 3 clusters Score -2827898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2827902.250000 Penalty: 3328.195801
	Iteration 24Q: 3 clusters Score -2827902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2827902.750000 Penalty: 3328.195801
	Iteration 25Q: 3 clusters Score -2827903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2827902.000000 Penalty: 3328.195801
	Iteration 26Q: 3 clusters Score -2827902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2827902.250000 Penalty: 3328.195801
	Iteration 27Q: 3 clusters Score -2827902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2827902.250000 Penalty: 3328.195801
	Iteration 28F: 3 clusters Score -2827902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 164138 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 110863 members 
Mstep: Class 26 contains 20631 members 
Entering Unmasked Estep 
Score: -100899040.000000 Penalty: 58257.324219
Splitting cluster 14 changes total score from -100878824.000000 to -100899040.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (183601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183601 members 
Entering Unmasked Estep 
Score: -19774372.000000 Penalty: 1969.584595
	Iteration 0F: 2 clusters Score -1.977437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -19664656.000000 Penalty: 3939.169189
	Iteration 0F: 3 clusters Score -1.966466e+07 nChanged 88956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -19718412.000000 Penalty: 3939.169189
	Iteration 1F: 3 clusters Score -1.971841e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -19721676.000000 Penalty: 3939.169189
	Iteration 2Q: 3 clusters Score -1.972168e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -19726582.000000 Penalty: 3939.169189
	Iteration 3Q: 3 clusters Score -1.972658e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -19732412.000000 Penalty: 3939.169189
	Iteration 4F: 3 clusters Score -1.973241e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 105329 members 
Entering Unmasked Estep 
Score: -19738520.000000 Penalty: 3939.169189
	Iteration 5F: 3 clusters Score -1.973852e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 112778 members 
Entering Unmasked Estep 
Score: -19744466.000000 Penalty: 3939.169189
	Iteration 6F: 3 clusters Score -1.974447e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 121572 members 
Entering Unmasked Estep 
Score: -19750640.000000 Penalty: 3939.169189
	Iteration 7F: 3 clusters Score -1.975064e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 131252 members 
Entering Unmasked Estep 
Score: -19757120.000000 Penalty: 3939.169189
	Iteration 8F: 3 clusters Score -1.975712e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -19763956.000000 Penalty: 3939.169189
	Iteration 9F: 3 clusters Score -1.976396e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 151248 members 
Entering Unmasked Estep 
Score: -19770844.000000 Penalty: 3939.169189
	Iteration 10F: 3 clusters Score -1.977084e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -19777072.000000 Penalty: 3939.169189
	Iteration 11Q: 3 clusters Score -1.977707e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 164841 members 
Entering Unmasked Estep 
Score: -19780686.000000 Penalty: 3939.169189
	Iteration 12Q: 3 clusters Score -1.978069e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -19782778.000000 Penalty: 3939.169189
	Iteration 13Q: 3 clusters Score -1.978278e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 169678 members 
Entering Unmasked Estep 
Score: -19783836.000000 Penalty: 3939.169189
	Iteration 14Q: 3 clusters Score -1.978384e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 170632 members 
Entering Unmasked Estep 
Score: -19784044.000000 Penalty: 3939.169189
	Iteration 15Q: 3 clusters Score -1.978404e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 171231 members 
Entering Unmasked Estep 
Score: -19784098.000000 Penalty: 3939.169189
	Iteration 16Q: 3 clusters Score -1.97841e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -19783960.000000 Penalty: 3939.169189
	Iteration 17Q: 3 clusters Score -1.978396e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -19783928.000000 Penalty: 3939.169189
	Iteration 18Q: 3 clusters Score -1.978393e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -19783872.000000 Penalty: 3939.169189
	Iteration 19Q: 3 clusters Score -1.978387e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 172389 members 
Entering Unmasked Estep 
Score: -19783854.000000 Penalty: 3939.169189
	Iteration 20F: 3 clusters Score -1.978385e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 172537 members 
Entering Unmasked Estep 
Score: -19783826.000000 Penalty: 3939.169189
	Iteration 21Q: 3 clusters Score -1.978383e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -19783790.000000 Penalty: 3939.169189
	Iteration 22Q: 3 clusters Score -1.978379e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -19783752.000000 Penalty: 3939.169189
	Iteration 23Q: 3 clusters Score -1.978375e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 172755 members 
Entering Unmasked Estep 
Score: -19783742.000000 Penalty: 3939.169189
	Iteration 24Q: 3 clusters Score -1.978374e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 172794 members 
Entering Unmasked Estep 
Score: -19783720.000000 Penalty: 3939.169189
	Iteration 25Q: 3 clusters Score -1.978372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 172829 members 
Entering Unmasked Estep 
Score: -19783714.000000 Penalty: 3939.169189
	Iteration 26Q: 3 clusters Score -1.978371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 172856 members 
Entering Unmasked Estep 
Score: -19783736.000000 Penalty: 3939.169189
	Iteration 27Q: 3 clusters Score -1.978374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 172872 members 
Entering Unmasked Estep 
Score: -19783726.000000 Penalty: 3939.169189
	Iteration 28Q: 3 clusters Score -1.978373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -19783716.000000 Penalty: 3939.169189
	Iteration 29Q: 3 clusters Score -1.978372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 172899 members 
Entering Unmasked Estep 
Score: -19783720.000000 Penalty: 3939.169189
	Iteration 30Q: 3 clusters Score -1.978372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -19783726.000000 Penalty: 3939.169189
	Iteration 31Q: 3 clusters Score -1.978373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -19783716.000000 Penalty: 3939.169189
	Iteration 32Q: 3 clusters Score -1.978372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 172916 members 
Entering Unmasked Estep 
Score: -19783714.000000 Penalty: 3939.169189
	Iteration 33Q: 3 clusters Score -1.978371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -19783694.000000 Penalty: 3939.169189
	Iteration 34Q: 3 clusters Score -1.978369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 172923 members 
Entering Unmasked Estep 
Score: -19783694.000000 Penalty: 3939.169189
	Iteration 35Q: 3 clusters Score -1.978369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 172926 members 
Entering Unmasked Estep 
Score: -19783704.000000 Penalty: 3939.169189
	Iteration 36Q: 3 clusters Score -1.97837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 172930 members 
Entering Unmasked Estep 
Score: -19783688.000000 Penalty: 3939.169189
	Iteration 37Q: 3 clusters Score -1.978369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 172934 members 
Entering Unmasked Estep 
Score: -19783692.000000 Penalty: 3939.169189
	Iteration 38Q: 3 clusters Score -1.978369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -19783692.000000 Penalty: 3939.169189
	Iteration 39Q: 3 clusters Score -1.978369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -19783686.000000 Penalty: 3939.169189
	Iteration 40F: 3 clusters Score -1.978369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -19783690.000000 Penalty: 3939.169189
	Iteration 41Q: 3 clusters Score -1.978369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 172944 members 
Entering Unmasked Estep 
Score: -19783686.000000 Penalty: 3939.169189
	Iteration 42Q: 3 clusters Score -1.978369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 172945 members 
Entering Unmasked Estep 
Score: -19783696.000000 Penalty: 3939.169189
	Iteration 43Q: 3 clusters Score -1.97837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 172945 members 
Entering Unmasked Estep 
Score: -19783696.000000 Penalty: 3939.169189
	Iteration 44F: 3 clusters Score -1.97837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 128682 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 164138 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 110863 members 
Mstep: Class 26 contains 20631 members 
Mstep: Class 27 contains 172945 members 
Entering Unmasked Estep 
Score: -100908720.000000 Penalty: 60497.988281
Splitting cluster 15 changes total score from -100878824.000000 to -100908720.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1043167.750000 Penalty: 1505.056885
	Iteration 0F: 2 clusters Score -1043168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1035699.187500 Penalty: 3010.113770
	Iteration 0F: 3 clusters Score -1035699 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1038181.312500 Penalty: 3010.113770
	Iteration 1F: 3 clusters Score -1038181 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1038454.312500 Penalty: 3010.113770
	Iteration 2F: 3 clusters Score -1038454 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1038656.875000 Penalty: 3010.113770
	Iteration 3F: 3 clusters Score -1038657 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1038788.562500 Penalty: 3010.113770
	Iteration 4Q: 3 clusters Score -1038789 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1038888.312500 Penalty: 3010.113770
	Iteration 5Q: 3 clusters Score -1038888 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1038979.187500 Penalty: 3010.113770
	Iteration 6Q: 3 clusters Score -1038979 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1039072.562500 Penalty: 3010.113770
	Iteration 7Q: 3 clusters Score -1039073 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1039164.000000 Penalty: 3010.113770
	Iteration 8Q: 3 clusters Score -1039164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1039276.875000 Penalty: 3010.113770
	Iteration 9Q: 3 clusters Score -1039277 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1039420.812500 Penalty: 3010.113770
	Iteration 10Q: 3 clusters Score -1039421 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1039640.812500 Penalty: 3010.113770
	Iteration 11Q: 3 clusters Score -1039641 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1039961.812500 Penalty: 3010.113770
	Iteration 12Q: 3 clusters Score -1039962 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1040350.562500 Penalty: 3010.113770
	Iteration 13Q: 3 clusters Score -1040351 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1040752.687500 Penalty: 3010.113770
	Iteration 14Q: 3 clusters Score -1040753 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1041135.937500 Penalty: 3010.113770
	Iteration 15Q: 3 clusters Score -1041136 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1041474.250000 Penalty: 3010.113770
	Iteration 16Q: 3 clusters Score -1041474 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1041732.687500 Penalty: 3010.113770
	Iteration 17Q: 3 clusters Score -1041733 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1041887.000000 Penalty: 3010.113770
	Iteration 18Q: 3 clusters Score -1041887 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1041959.937500 Penalty: 3010.113770
	Iteration 19Q: 3 clusters Score -1041960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1042037.250000 Penalty: 3010.113770
	Iteration 20F: 3 clusters Score -1042037 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1042096.375000 Penalty: 3010.113770
	Iteration 21Q: 3 clusters Score -1042096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1042134.062500 Penalty: 3010.113770
	Iteration 22Q: 3 clusters Score -1042134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1042162.187500 Penalty: 3010.113770
	Iteration 23Q: 3 clusters Score -1042162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1042172.000000 Penalty: 3010.113770
	Iteration 24Q: 3 clusters Score -1042172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1042186.750000 Penalty: 3010.113770
	Iteration 25Q: 3 clusters Score -1042187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1042194.812500 Penalty: 3010.113770
	Iteration 26Q: 3 clusters Score -1042195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1042200.687500 Penalty: 3010.113770
	Iteration 27Q: 3 clusters Score -1042201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1042203.312500 Penalty: 3010.113770
	Iteration 28Q: 3 clusters Score -1042203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1042207.687500 Penalty: 3010.113770
	Iteration 29Q: 3 clusters Score -1042208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1042209.937500 Penalty: 3010.113770
	Iteration 30Q: 3 clusters Score -1042210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1042212.125000 Penalty: 3010.113770
	Iteration 31Q: 3 clusters Score -1042212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1042210.500000 Penalty: 3010.113770
	Iteration 32Q: 3 clusters Score -1042210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1042214.187500 Penalty: 3010.113770
	Iteration 33Q: 3 clusters Score -1042214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1042212.812500 Penalty: 3010.113770
	Iteration 34Q: 3 clusters Score -1042213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1042214.000000 Penalty: 3010.113770
	Iteration 35Q: 3 clusters Score -1042214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1042215.250000 Penalty: 3010.113770
	Iteration 36Q: 3 clusters Score -1042215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1042216.312500 Penalty: 3010.113770
	Iteration 37Q: 3 clusters Score -1042216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1042215.687500 Penalty: 3010.113770
	Iteration 38Q: 3 clusters Score -1042216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1042217.375000 Penalty: 3010.113770
	Iteration 39Q: 3 clusters Score -1042217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1042217.937500 Penalty: 3010.113770
	Iteration 40F: 3 clusters Score -1042218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1042217.812500 Penalty: 3010.113770
	Iteration 41Q: 3 clusters Score -1042218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1042217.000000 Penalty: 3010.113770
	Iteration 42Q: 3 clusters Score -1042217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1042217.687500 Penalty: 3010.113770
	Iteration 43Q: 3 clusters Score -1042218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1042219.000000 Penalty: 3010.113770
	Iteration 44Q: 3 clusters Score -1042219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1042219.000000 Penalty: 3010.113770
	Iteration 45F: 3 clusters Score -1042219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Entering Unmasked Estep 
Score: -5450229.000000 Penalty: 1761.972656
	Iteration 0F: 2 clusters Score -5450229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5415818.000000 Penalty: 3523.945312
	Iteration 0F: 3 clusters Score -5415818 nChanged 24205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -5429746.500000 Penalty: 3523.945312
	Iteration 1F: 3 clusters Score -5429746 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5430550.500000 Penalty: 3523.945312
	Iteration 2Q: 3 clusters Score -5430550 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5431786.000000 Penalty: 3523.945312
	Iteration 3Q: 3 clusters Score -5431786 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -5433464.000000 Penalty: 3523.945312
	Iteration 4F: 3 clusters Score -5433464 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -5435439.500000 Penalty: 3523.945312
	Iteration 5F: 3 clusters Score -5435440 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5437656.000000 Penalty: 3523.945312
	Iteration 6F: 3 clusters Score -5437656 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5439649.500000 Penalty: 3523.945312
	Iteration 7F: 3 clusters Score -5439650 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -5441043.500000 Penalty: 3523.945312
	Iteration 8F: 3 clusters Score -5441044 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5441802.500000 Penalty: 3523.945312
	Iteration 9Q: 3 clusters Score -5441802 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5442077.500000 Penalty: 3523.945312
	Iteration 10Q: 3 clusters Score -5442078 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5442228.500000 Penalty: 3523.945312
	Iteration 11Q: 3 clusters Score -5442228 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5442358.000000 Penalty: 3523.945312
	Iteration 12Q: 3 clusters Score -5442358 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5442497.500000 Penalty: 3523.945312
	Iteration 13Q: 3 clusters Score -5442498 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -5442634.000000 Penalty: 3523.945312
	Iteration 14Q: 3 clusters Score -5442634 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -5442782.000000 Penalty: 3523.945312
	Iteration 15Q: 3 clusters Score -5442782 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5442951.500000 Penalty: 3523.945312
	Iteration 16Q: 3 clusters Score -5442952 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5443124.500000 Penalty: 3523.945312
	Iteration 17Q: 3 clusters Score -5443124 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -5443301.000000 Penalty: 3523.945312
	Iteration 18Q: 3 clusters Score -5443301 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5443524.000000 Penalty: 3523.945312
	Iteration 19Q: 3 clusters Score -5443524 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5443720.500000 Penalty: 3523.945312
	Iteration 20F: 3 clusters Score -5443720 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -5443950.500000 Penalty: 3523.945312
	Iteration 21Q: 3 clusters Score -5443950 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -5444145.000000 Penalty: 3523.945312
	Iteration 22Q: 3 clusters Score -5444145 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -5444342.000000 Penalty: 3523.945312
	Iteration 23Q: 3 clusters Score -5444342 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -5444528.500000 Penalty: 3523.945312
	Iteration 24Q: 3 clusters Score -5444528 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -5444720.000000 Penalty: 3523.945312
	Iteration 25Q: 3 clusters Score -5444720 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -5444921.500000 Penalty: 3523.945312
	Iteration 26Q: 3 clusters Score -5444922 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -5445122.000000 Penalty: 3523.945312
	Iteration 27Q: 3 clusters Score -5445122 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5445334.000000 Penalty: 3523.945312
	Iteration 28Q: 3 clusters Score -5445334 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -5445583.000000 Penalty: 3523.945312
	Iteration 29Q: 3 clusters Score -5445583 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -5445822.000000 Penalty: 3523.945312
	Iteration 30Q: 3 clusters Score -5445822 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -5446085.500000 Penalty: 3523.945312
	Iteration 31Q: 3 clusters Score -5446086 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5446322.000000 Penalty: 3523.945312
	Iteration 32Q: 3 clusters Score -5446322 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5446600.500000 Penalty: 3523.945312
	Iteration 33Q: 3 clusters Score -5446600 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -5446870.000000 Penalty: 3523.945312
	Iteration 34Q: 3 clusters Score -5446870 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5447143.500000 Penalty: 3523.945312
	Iteration 35Q: 3 clusters Score -5447144 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5447414.000000 Penalty: 3523.945312
	Iteration 36Q: 3 clusters Score -5447414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5447627.000000 Penalty: 3523.945312
	Iteration 37Q: 3 clusters Score -5447627 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5447775.000000 Penalty: 3523.945312
	Iteration 38Q: 3 clusters Score -5447775 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5447916.000000 Penalty: 3523.945312
	Iteration 39Q: 3 clusters Score -5447916 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5448035.000000 Penalty: 3523.945312
	Iteration 40F: 3 clusters Score -5448035 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5448114.500000 Penalty: 3523.945312
	Iteration 41Q: 3 clusters Score -5448114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5448222.500000 Penalty: 3523.945312
	Iteration 42Q: 3 clusters Score -5448222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5448287.000000 Penalty: 3523.945312
	Iteration 43Q: 3 clusters Score -5448287 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5448357.500000 Penalty: 3523.945312
	Iteration 44Q: 3 clusters Score -5448358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5448406.500000 Penalty: 3523.945312
	Iteration 45Q: 3 clusters Score -5448406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5448457.500000 Penalty: 3523.945312
	Iteration 46Q: 3 clusters Score -5448458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5448495.500000 Penalty: 3523.945312
	Iteration 47Q: 3 clusters Score -5448496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5448537.500000 Penalty: 3523.945312
	Iteration 48Q: 3 clusters Score -5448538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5448565.000000 Penalty: 3523.945312
	Iteration 49Q: 3 clusters Score -5448565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5448601.500000 Penalty: 3523.945312
	Iteration 50Q: 3 clusters Score -5448602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5448634.500000 Penalty: 3523.945312
	Iteration 51Q: 3 clusters Score -5448634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5448657.500000 Penalty: 3523.945312
	Iteration 52Q: 3 clusters Score -5448658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5448677.500000 Penalty: 3523.945312
	Iteration 53Q: 3 clusters Score -5448678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5448688.000000 Penalty: 3523.945312
	Iteration 54Q: 3 clusters Score -5448688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5448691.000000 Penalty: 3523.945312
	Iteration 55Q: 3 clusters Score -5448691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5448698.500000 Penalty: 3523.945312
	Iteration 56Q: 3 clusters Score -5448698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5448693.500000 Penalty: 3523.945312
	Iteration 57Q: 3 clusters Score -5448694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5448694.500000 Penalty: 3523.945312
	Iteration 58Q: 3 clusters Score -5448694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5448699.000000 Penalty: 3523.945312
	Iteration 59Q: 3 clusters Score -5448699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5448694.500000 Penalty: 3523.945312
	Iteration 60F: 3 clusters Score -5448694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5448702.500000 Penalty: 3523.945312
	Iteration 61Q: 3 clusters Score -5448702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5448702.500000 Penalty: 3523.945312
	Iteration 62Q: 3 clusters Score -5448702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5448702.000000 Penalty: 3523.945312
	Iteration 63Q: 3 clusters Score -5448702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5448705.500000 Penalty: 3523.945312
	Iteration 64Q: 3 clusters Score -5448706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5448701.500000 Penalty: 3523.945312
	Iteration 65Q: 3 clusters Score -5448702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5448715.000000 Penalty: 3523.945312
	Iteration 66Q: 3 clusters Score -5448715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5448716.000000 Penalty: 3523.945312
	Iteration 67Q: 3 clusters Score -5448716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5448717.500000 Penalty: 3523.945312
	Iteration 68Q: 3 clusters Score -5448718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5448716.500000 Penalty: 3523.945312
	Iteration 69Q: 3 clusters Score -5448716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5448715.000000 Penalty: 3523.945312
	Iteration 70Q: 3 clusters Score -5448715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5448711.500000 Penalty: 3523.945312
	Iteration 71Q: 3 clusters Score -5448712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5448719.500000 Penalty: 3523.945312
	Iteration 72Q: 3 clusters Score -5448720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5448721.500000 Penalty: 3523.945312
	Iteration 73Q: 3 clusters Score -5448722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5448724.500000 Penalty: 3523.945312
	Iteration 74Q: 3 clusters Score -5448724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5448732.500000 Penalty: 3523.945312
	Iteration 75Q: 3 clusters Score -5448732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5448738.500000 Penalty: 3523.945312
	Iteration 76Q: 3 clusters Score -5448738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5448743.500000 Penalty: 3523.945312
	Iteration 77Q: 3 clusters Score -5448744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5448742.000000 Penalty: 3523.945312
	Iteration 78Q: 3 clusters Score -5448742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5448742.500000 Penalty: 3523.945312
	Iteration 79Q: 3 clusters Score -5448742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5448744.000000 Penalty: 3523.945312
	Iteration 80F: 3 clusters Score -5448744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5448740.500000 Penalty: 3523.945312
	Iteration 81Q: 3 clusters Score -5448740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5448745.500000 Penalty: 3523.945312
	Iteration 82Q: 3 clusters Score -5448746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5448751.000000 Penalty: 3523.945312
	Iteration 83Q: 3 clusters Score -5448751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5448752.500000 Penalty: 3523.945312
	Iteration 84Q: 3 clusters Score -5448752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5448752.500000 Penalty: 3523.945312
	Iteration 85F: 3 clusters Score -5448752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128682 members 
Entering Unmasked Estep 
Score: -13247190.000000 Penalty: 1911.828613
	Iteration 0F: 2 clusters Score -1.324719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -13160951.000000 Penalty: 3823.657227
	Iteration 0F: 3 clusters Score -1.316095e+07 nChanged 62058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -13197169.000000 Penalty: 3823.657227
	Iteration 1F: 3 clusters Score -1.319717e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -13198677.000000 Penalty: 3823.657227
	Iteration 2Q: 3 clusters Score -1.319868e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -13200750.000000 Penalty: 3823.657227
	Iteration 3Q: 3 clusters Score -1.320075e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -13203929.000000 Penalty: 3823.657227
	Iteration 4Q: 3 clusters Score -1.320393e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -13208371.000000 Penalty: 3823.657227
	Iteration 5F: 3 clusters Score -1.320837e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -13213248.000000 Penalty: 3823.657227
	Iteration 6F: 3 clusters Score -1.321325e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -13217972.000000 Penalty: 3823.657227
	Iteration 7F: 3 clusters Score -1.321797e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -13222534.000000 Penalty: 3823.657227
	Iteration 8F: 3 clusters Score -1.322253e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -13227349.000000 Penalty: 3823.657227
	Iteration 9F: 3 clusters Score -1.322735e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -13232124.000000 Penalty: 3823.657227
	Iteration 10F: 3 clusters Score -1.323212e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -13237017.000000 Penalty: 3823.657227
	Iteration 11F: 3 clusters Score -1.323702e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -13241349.000000 Penalty: 3823.657227
	Iteration 12Q: 3 clusters Score -1.324135e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114227 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -13245099.000000 Penalty: 3823.657227
	Iteration 13Q: 3 clusters Score -1.32451e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -13249135.000000 Penalty: 3823.657227
	Iteration 14Q: 3 clusters Score -1.324914e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118573 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -13254569.000000 Penalty: 3823.657227
	Iteration 15Q: 3 clusters Score -1.325457e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118473 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -13256761.000000 Penalty: 3823.657227
	Iteration 16Q: 3 clusters Score -1.325676e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118223 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -13257311.000000 Penalty: 3823.657227
	Iteration 17Q: 3 clusters Score -1.325731e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117937 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -13257580.000000 Penalty: 3823.657227
	Iteration 18Q: 3 clusters Score -1.325758e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -13257726.000000 Penalty: 3823.657227
	Iteration 19Q: 3 clusters Score -1.325773e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117463 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -13257838.000000 Penalty: 3823.657227
	Iteration 20F: 3 clusters Score -1.325784e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -13257899.000000 Penalty: 3823.657227
	Iteration 21Q: 3 clusters Score -1.32579e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -13257973.000000 Penalty: 3823.657227
	Iteration 22Q: 3 clusters Score -1.325797e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -13258028.000000 Penalty: 3823.657227
	Iteration 23Q: 3 clusters Score -1.325803e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -13258047.000000 Penalty: 3823.657227
	Iteration 24Q: 3 clusters Score -1.325805e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -13258105.000000 Penalty: 3823.657227
	Iteration 25Q: 3 clusters Score -1.32581e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -13258187.000000 Penalty: 3823.657227
	Iteration 26Q: 3 clusters Score -1.325819e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -13258226.000000 Penalty: 3823.657227
	Iteration 27Q: 3 clusters Score -1.325823e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115749 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13258305.000000 Penalty: 3823.657227
	Iteration 28Q: 3 clusters Score -1.32583e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -13258439.000000 Penalty: 3823.657227
	Iteration 29Q: 3 clusters Score -1.325844e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -13258557.000000 Penalty: 3823.657227
	Iteration 30Q: 3 clusters Score -1.325856e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -13258650.000000 Penalty: 3823.657227
	Iteration 31Q: 3 clusters Score -1.325865e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114476 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -13258819.000000 Penalty: 3823.657227
	Iteration 32Q: 3 clusters Score -1.325882e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -13258892.000000 Penalty: 3823.657227
	Iteration 33Q: 3 clusters Score -1.325889e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -13259012.000000 Penalty: 3823.657227
	Iteration 34Q: 3 clusters Score -1.325901e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -13259075.000000 Penalty: 3823.657227
	Iteration 35Q: 3 clusters Score -1.325908e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -13259090.000000 Penalty: 3823.657227
	Iteration 36Q: 3 clusters Score -1.325909e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -13259089.000000 Penalty: 3823.657227
	Iteration 37Q: 3 clusters Score -1.325909e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -13259098.000000 Penalty: 3823.657227
	Iteration 38Q: 3 clusters Score -1.32591e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112531 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -13259134.000000 Penalty: 3823.657227
	Iteration 39Q: 3 clusters Score -1.325913e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -13259573.000000 Penalty: 3823.657227
	Iteration 40F: 3 clusters Score -1.325957e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -13259971.000000 Penalty: 3823.657227
	Iteration 41Q: 3 clusters Score -1.325997e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -13260277.000000 Penalty: 3823.657227
	Iteration 42Q: 3 clusters Score -1.326028e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -13260400.000000 Penalty: 3823.657227
	Iteration 43Q: 3 clusters Score -1.32604e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -13260478.000000 Penalty: 3823.657227
	Iteration 44Q: 3 clusters Score -1.326048e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -13260570.000000 Penalty: 3823.657227
	Iteration 45Q: 3 clusters Score -1.326057e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -13260570.000000 Penalty: 3823.657227
	Iteration 46Q: 3 clusters Score -1.326057e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109316 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -13260580.000000 Penalty: 3823.657227
	Iteration 47Q: 3 clusters Score -1.326058e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -13260633.000000 Penalty: 3823.657227
	Iteration 48Q: 3 clusters Score -1.326063e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -13260702.000000 Penalty: 3823.657227
	Iteration 49Q: 3 clusters Score -1.32607e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -13260701.000000 Penalty: 3823.657227
	Iteration 50Q: 3 clusters Score -1.32607e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -13260741.000000 Penalty: 3823.657227
	Iteration 51Q: 3 clusters Score -1.326074e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -13260827.000000 Penalty: 3823.657227
	Iteration 52Q: 3 clusters Score -1.326083e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107400 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -13260919.000000 Penalty: 3823.657227
	Iteration 53Q: 3 clusters Score -1.326092e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -13260932.000000 Penalty: 3823.657227
	Iteration 54Q: 3 clusters Score -1.326093e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -13260981.000000 Penalty: 3823.657227
	Iteration 55Q: 3 clusters Score -1.326098e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -13260983.000000 Penalty: 3823.657227
	Iteration 56Q: 3 clusters Score -1.326098e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106030 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -13261066.000000 Penalty: 3823.657227
	Iteration 57Q: 3 clusters Score -1.326107e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -13261159.000000 Penalty: 3823.657227
	Iteration 58Q: 3 clusters Score -1.326116e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -13261232.000000 Penalty: 3823.657227
	Iteration 59Q: 3 clusters Score -1.326123e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -13261289.000000 Penalty: 3823.657227
	Iteration 60F: 3 clusters Score -1.326129e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -13261376.000000 Penalty: 3823.657227
	Iteration 61Q: 3 clusters Score -1.326138e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -13261597.000000 Penalty: 3823.657227
	Iteration 62Q: 3 clusters Score -1.32616e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -13261856.000000 Penalty: 3823.657227
	Iteration 63Q: 3 clusters Score -1.326186e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -13262131.000000 Penalty: 3823.657227
	Iteration 64Q: 3 clusters Score -1.326213e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -13262487.000000 Penalty: 3823.657227
	Iteration 65Q: 3 clusters Score -1.326249e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -13263050.000000 Penalty: 3823.657227
	Iteration 66Q: 3 clusters Score -1.326305e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -13263623.000000 Penalty: 3823.657227
	Iteration 67Q: 3 clusters Score -1.326362e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -13264387.000000 Penalty: 3823.657227
	Iteration 68Q: 3 clusters Score -1.326439e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -13265260.000000 Penalty: 3823.657227
	Iteration 69Q: 3 clusters Score -1.326526e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -13266228.000000 Penalty: 3823.657227
	Iteration 70Q: 3 clusters Score -1.326623e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -13267007.000000 Penalty: 3823.657227
	Iteration 71Q: 3 clusters Score -1.326701e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -13267721.000000 Penalty: 3823.657227
	Iteration 72Q: 3 clusters Score -1.326772e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -13268412.000000 Penalty: 3823.657227
	Iteration 73Q: 3 clusters Score -1.326841e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -13269085.000000 Penalty: 3823.657227
	Iteration 74Q: 3 clusters Score -1.326908e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -13269521.000000 Penalty: 3823.657227
	Iteration 75Q: 3 clusters Score -1.326952e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -13269828.000000 Penalty: 3823.657227
	Iteration 76Q: 3 clusters Score -1.326983e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -13270121.000000 Penalty: 3823.657227
	Iteration 77Q: 3 clusters Score -1.327012e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -13270338.000000 Penalty: 3823.657227
	Iteration 78Q: 3 clusters Score -1.327034e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -13270471.000000 Penalty: 3823.657227
	Iteration 79Q: 3 clusters Score -1.327047e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -13272524.000000 Penalty: 3823.657227
	Iteration 80F: 3 clusters Score -1.327252e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -13275252.000000 Penalty: 3823.657227
	Iteration 81Q: 3 clusters Score -1.327525e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -13276857.000000 Penalty: 3823.657227
	Iteration 82Q: 3 clusters Score -1.327686e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -13277704.000000 Penalty: 3823.657227
	Iteration 83Q: 3 clusters Score -1.32777e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -13278190.000000 Penalty: 3823.657227
	Iteration 84Q: 3 clusters Score -1.327819e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -13278522.000000 Penalty: 3823.657227
	Iteration 85Q: 3 clusters Score -1.327852e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -13278614.000000 Penalty: 3823.657227
	Iteration 86Q: 3 clusters Score -1.327861e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -13278696.000000 Penalty: 3823.657227
	Iteration 87Q: 3 clusters Score -1.32787e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -13278703.000000 Penalty: 3823.657227
	Iteration 88Q: 3 clusters Score -1.32787e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -13278801.000000 Penalty: 3823.657227
	Iteration 89Q: 3 clusters Score -1.32788e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -13278816.000000 Penalty: 3823.657227
	Iteration 90Q: 3 clusters Score -1.327882e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -13278816.000000 Penalty: 3823.657227
	Iteration 91Q: 3 clusters Score -1.327882e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -13278805.000000 Penalty: 3823.657227
	Iteration 92Q: 3 clusters Score -1.32788e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -13278848.000000 Penalty: 3823.657227
	Iteration 93Q: 3 clusters Score -1.327885e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -13278861.000000 Penalty: 3823.657227
	Iteration 94Q: 3 clusters Score -1.327886e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -13278856.000000 Penalty: 3823.657227
	Iteration 95Q: 3 clusters Score -1.327886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -13278879.000000 Penalty: 3823.657227
	Iteration 96Q: 3 clusters Score -1.327888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -13278898.000000 Penalty: 3823.657227
	Iteration 97Q: 3 clusters Score -1.32789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -13278899.000000 Penalty: 3823.657227
	Iteration 98Q: 3 clusters Score -1.32789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -13278872.000000 Penalty: 3823.657227
	Iteration 99Q: 3 clusters Score -1.327887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -13278867.000000 Penalty: 3823.657227
	Iteration 100F: 3 clusters Score -1.327887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -13278867.000000 Penalty: 3823.657227
	Iteration 101Q: 3 clusters Score -1.327887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -13278865.000000 Penalty: 3823.657227
	Iteration 102Q: 3 clusters Score -1.327886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -13278872.000000 Penalty: 3823.657227
	Iteration 103Q: 3 clusters Score -1.327887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -13278876.000000 Penalty: 3823.657227
	Iteration 104Q: 3 clusters Score -1.327888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -13278878.000000 Penalty: 3823.657227
	Iteration 105Q: 3 clusters Score -1.327888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -13278883.000000 Penalty: 3823.657227
	Iteration 106Q: 3 clusters Score -1.327888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -13278871.000000 Penalty: 3823.657227
	Iteration 107Q: 3 clusters Score -1.327887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -13278886.000000 Penalty: 3823.657227
	Iteration 108Q: 3 clusters Score -1.327889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -13278891.000000 Penalty: 3823.657227
	Iteration 109Q: 3 clusters Score -1.327889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -13278875.000000 Penalty: 3823.657227
	Iteration 110Q: 3 clusters Score -1.327888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -13278869.000000 Penalty: 3823.657227
	Iteration 111Q: 3 clusters Score -1.327887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -13278876.000000 Penalty: 3823.657227
	Iteration 112Q: 3 clusters Score -1.327888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -13278873.000000 Penalty: 3823.657227
	Iteration 113Q: 3 clusters Score -1.327887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -13278878.000000 Penalty: 3823.657227
	Iteration 114Q: 3 clusters Score -1.327888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -13278872.000000 Penalty: 3823.657227
	Iteration 115Q: 3 clusters Score -1.327887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -13278870.000000 Penalty: 3823.657227
	Iteration 116Q: 3 clusters Score -1.327887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -13278878.000000 Penalty: 3823.657227
	Iteration 117Q: 3 clusters Score -1.327888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -13278880.000000 Penalty: 3823.657227
	Iteration 118Q: 3 clusters Score -1.327888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -13278877.000000 Penalty: 3823.657227
	Iteration 119Q: 3 clusters Score -1.327888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -13278887.000000 Penalty: 3823.657227
	Iteration 120F: 3 clusters Score -1.327889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -13278875.000000 Penalty: 3823.657227
	Iteration 121Q: 3 clusters Score -1.327888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -13278865.000000 Penalty: 3823.657227
	Iteration 122Q: 3 clusters Score -1.327886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -13278865.000000 Penalty: 3823.657227
	Iteration 123Q: 3 clusters Score -1.327886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -13278873.000000 Penalty: 3823.657227
	Iteration 124Q: 3 clusters Score -1.327887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -13278872.000000 Penalty: 3823.657227
	Iteration 125Q: 3 clusters Score -1.327887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -13278872.000000 Penalty: 3823.657227
	Iteration 126Q: 3 clusters Score -1.327887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -13278870.000000 Penalty: 3823.657227
	Iteration 127Q: 3 clusters Score -1.327887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -13278867.000000 Penalty: 3823.657227
	Iteration 128Q: 3 clusters Score -1.327887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -13278867.000000 Penalty: 3823.657227
	Iteration 129F: 3 clusters Score -1.327887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 73038 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 164138 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 110863 members 
Mstep: Class 26 contains 20631 members 
Mstep: Class 27 contains 172945 members 
Mstep: Class 28 contains 55644 members 
Entering Unmasked Estep 
Score: -100938504.000000 Penalty: 62738.656250
Splitting cluster 18 changes total score from -100878824.000000 to -100938504.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (118357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Entering Unmasked Estep 
Score: -12851402.000000 Penalty: 1898.237305
	Iteration 0F: 2 clusters Score -1.28514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -12775600.000000 Penalty: 3796.474609
	Iteration 0F: 3 clusters Score -1.27756e+07 nChanged 56817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -12809250.000000 Penalty: 3796.474609
	Iteration 1F: 3 clusters Score -1.280925e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -12811378.000000 Penalty: 3796.474609
	Iteration 2Q: 3 clusters Score -1.281138e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -12815991.000000 Penalty: 3796.474609
	Iteration 3F: 3 clusters Score -1.281599e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -12824417.000000 Penalty: 3796.474609
	Iteration 4F: 3 clusters Score -1.282442e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98305 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -12835068.000000 Penalty: 3796.474609
	Iteration 5F: 3 clusters Score -1.283507e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -12843518.000000 Penalty: 3796.474609
	Iteration 6F: 3 clusters Score -1.284352e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112282 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -12847947.000000 Penalty: 3796.474609
	Iteration 7Q: 3 clusters Score -1.284795e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114391 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -12849987.000000 Penalty: 3796.474609
	Iteration 8Q: 3 clusters Score -1.284999e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -12850862.000000 Penalty: 3796.474609
	Iteration 9Q: 3 clusters Score -1.285086e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -12851153.000000 Penalty: 3796.474609
	Iteration 10Q: 3 clusters Score -1.285115e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -12851196.000000 Penalty: 3796.474609
	Iteration 11Q: 3 clusters Score -1.28512e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115449 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -12851161.000000 Penalty: 3796.474609
	Iteration 12Q: 3 clusters Score -1.285116e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12851169.000000 Penalty: 3796.474609
	Iteration 13Q: 3 clusters Score -1.285117e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -12851165.000000 Penalty: 3796.474609
	Iteration 14Q: 3 clusters Score -1.285116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -12851130.000000 Penalty: 3796.474609
	Iteration 15Q: 3 clusters Score -1.285113e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -12851129.000000 Penalty: 3796.474609
	Iteration 16Q: 3 clusters Score -1.285113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -12851127.000000 Penalty: 3796.474609
	Iteration 17Q: 3 clusters Score -1.285113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115646 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -12851123.000000 Penalty: 3796.474609
	Iteration 18Q: 3 clusters Score -1.285112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -12851113.000000 Penalty: 3796.474609
	Iteration 19Q: 3 clusters Score -1.285111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -12851107.000000 Penalty: 3796.474609
	Iteration 20F: 3 clusters Score -1.285111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12851088.000000 Penalty: 3796.474609
	Iteration 21Q: 3 clusters Score -1.285109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -12851056.000000 Penalty: 3796.474609
	Iteration 22Q: 3 clusters Score -1.285106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -12851059.000000 Penalty: 3796.474609
	Iteration 23Q: 3 clusters Score -1.285106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115772 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -12851060.000000 Penalty: 3796.474609
	Iteration 24Q: 3 clusters Score -1.285106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -12851059.000000 Penalty: 3796.474609
	Iteration 25Q: 3 clusters Score -1.285106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115805 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -12851054.000000 Penalty: 3796.474609
	Iteration 26Q: 3 clusters Score -1.285105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -12851071.000000 Penalty: 3796.474609
	Iteration 27Q: 3 clusters Score -1.285107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -12851054.000000 Penalty: 3796.474609
	Iteration 28Q: 3 clusters Score -1.285105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -12851056.000000 Penalty: 3796.474609
	Iteration 29Q: 3 clusters Score -1.285106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -12851079.000000 Penalty: 3796.474609
	Iteration 30Q: 3 clusters Score -1.285108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12851047.000000 Penalty: 3796.474609
	Iteration 31Q: 3 clusters Score -1.285105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12851014.000000 Penalty: 3796.474609
	Iteration 32Q: 3 clusters Score -1.285101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115907 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -12850999.000000 Penalty: 3796.474609
	Iteration 33Q: 3 clusters Score -1.2851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -12850990.000000 Penalty: 3796.474609
	Iteration 34Q: 3 clusters Score -1.285099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12850994.000000 Penalty: 3796.474609
	Iteration 35Q: 3 clusters Score -1.285099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12850973.000000 Penalty: 3796.474609
	Iteration 36Q: 3 clusters Score -1.285097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115992 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -12850990.000000 Penalty: 3796.474609
	Iteration 37Q: 3 clusters Score -1.285099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -12850960.000000 Penalty: 3796.474609
	Iteration 38Q: 3 clusters Score -1.285096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116013 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -12850977.000000 Penalty: 3796.474609
	Iteration 39Q: 3 clusters Score -1.285098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116022 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -12850958.000000 Penalty: 3796.474609
	Iteration 40F: 3 clusters Score -1.285096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -12850953.000000 Penalty: 3796.474609
	Iteration 41Q: 3 clusters Score -1.285095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116036 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -12850944.000000 Penalty: 3796.474609
	Iteration 42Q: 3 clusters Score -1.285094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116042 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12850962.000000 Penalty: 3796.474609
	Iteration 43Q: 3 clusters Score -1.285096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -12850958.000000 Penalty: 3796.474609
	Iteration 44Q: 3 clusters Score -1.285096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -12850955.000000 Penalty: 3796.474609
	Iteration 45Q: 3 clusters Score -1.285096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12850955.000000 Penalty: 3796.474609
	Iteration 46Q: 3 clusters Score -1.285096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -12850958.000000 Penalty: 3796.474609
	Iteration 47Q: 3 clusters Score -1.285096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12850961.000000 Penalty: 3796.474609
	Iteration 48Q: 3 clusters Score -1.285096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -12850957.000000 Penalty: 3796.474609
	Iteration 49Q: 3 clusters Score -1.285096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -12850955.000000 Penalty: 3796.474609
	Iteration 50Q: 3 clusters Score -1.285096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116074 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12850952.000000 Penalty: 3796.474609
	Iteration 51Q: 3 clusters Score -1.285095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116074 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12850952.000000 Penalty: 3796.474609
	Iteration 52F: 3 clusters Score -1.285095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Entering Unmasked Estep 
Score: -1008528.687500 Penalty: 1485.845825
	Iteration 0F: 2 clusters Score -1008529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1001879.500000 Penalty: 2971.691650
	Iteration 0F: 3 clusters Score -1001880 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1004828.437500 Penalty: 2971.691650
	Iteration 1F: 3 clusters Score -1004828 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1005847.250000 Penalty: 2971.691650
	Iteration 2F: 3 clusters Score -1005847 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1006930.062500 Penalty: 2971.691650
	Iteration 3F: 3 clusters Score -1006930 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1008126.250000 Penalty: 2971.691650
	Iteration 4F: 3 clusters Score -1008126 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1009295.250000 Penalty: 2971.691650
	Iteration 5F: 3 clusters Score -1009295 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1009909.375000 Penalty: 2971.691650
	Iteration 6F: 3 clusters Score -1009909 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1010104.187500 Penalty: 2971.691650
	Iteration 7Q: 3 clusters Score -1010104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1010200.625000 Penalty: 2971.691650
	Iteration 8Q: 3 clusters Score -1010201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1010222.250000 Penalty: 2971.691650
	Iteration 9Q: 3 clusters Score -1010222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1010224.437500 Penalty: 2971.691650
	Iteration 10Q: 3 clusters Score -1010224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1010228.250000 Penalty: 2971.691650
	Iteration 11Q: 3 clusters Score -1010228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1010227.687500 Penalty: 2971.691650
	Iteration 12Q: 3 clusters Score -1010228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1010227.875000 Penalty: 2971.691650
	Iteration 13Q: 3 clusters Score -1010228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1010225.625000 Penalty: 2971.691650
	Iteration 14Q: 3 clusters Score -1010226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1010227.875000 Penalty: 2971.691650
	Iteration 15Q: 3 clusters Score -1010228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1010228.625000 Penalty: 2971.691650
	Iteration 16Q: 3 clusters Score -1010229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1010228.062500 Penalty: 2971.691650
	Iteration 17Q: 3 clusters Score -1010228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1010227.312500 Penalty: 2971.691650
	Iteration 18Q: 3 clusters Score -1010227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1010227.875000 Penalty: 2971.691650
	Iteration 19Q: 3 clusters Score -1010228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1010227.875000 Penalty: 2971.691650
	Iteration 20F: 3 clusters Score -1010228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 73038 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 164138 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 110863 members 
Mstep: Class 26 contains 20631 members 
Mstep: Class 27 contains 172945 members 
Mstep: Class 28 contains 55644 members 
Mstep: Class 29 contains 7128 members 
Entering Unmasked Estep 
Score: -100939696.000000 Penalty: 64979.320312
Splitting cluster 20 changes total score from -100878824.000000 to -100939696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (24373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Entering Unmasked Estep 
Score: -2519963.250000 Penalty: 1641.450073
	Iteration 0F: 2 clusters Score -2519963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2503433.000000 Penalty: 3282.900146
	Iteration 0F: 3 clusters Score -2503433 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2509868.500000 Penalty: 3282.900146
	Iteration 1F: 3 clusters Score -2509868 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2510335.500000 Penalty: 3282.900146
	Iteration 2Q: 3 clusters Score -2510336 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2510893.000000 Penalty: 3282.900146
	Iteration 3Q: 3 clusters Score -2510893 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2511690.750000 Penalty: 3282.900146
	Iteration 4F: 3 clusters Score -2511691 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2512623.500000 Penalty: 3282.900146
	Iteration 5F: 3 clusters Score -2512624 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2513557.500000 Penalty: 3282.900146
	Iteration 6F: 3 clusters Score -2513558 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2514269.750000 Penalty: 3282.900146
	Iteration 7F: 3 clusters Score -2514270 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2514731.250000 Penalty: 3282.900146
	Iteration 8Q: 3 clusters Score -2514731 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2515034.750000 Penalty: 3282.900146
	Iteration 9Q: 3 clusters Score -2515035 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2515179.250000 Penalty: 3282.900146
	Iteration 10Q: 3 clusters Score -2515179 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2515251.000000 Penalty: 3282.900146
	Iteration 11Q: 3 clusters Score -2515251 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2515317.500000 Penalty: 3282.900146
	Iteration 12Q: 3 clusters Score -2515318 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2515356.500000 Penalty: 3282.900146
	Iteration 13Q: 3 clusters Score -2515356 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2515372.500000 Penalty: 3282.900146
	Iteration 14Q: 3 clusters Score -2515372 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2515406.000000 Penalty: 3282.900146
	Iteration 15Q: 3 clusters Score -2515406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2515447.250000 Penalty: 3282.900146
	Iteration 16Q: 3 clusters Score -2515447 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2515466.250000 Penalty: 3282.900146
	Iteration 17Q: 3 clusters Score -2515466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2515487.250000 Penalty: 3282.900146
	Iteration 18Q: 3 clusters Score -2515487 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2515516.750000 Penalty: 3282.900146
	Iteration 19Q: 3 clusters Score -2515517 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2515532.250000 Penalty: 3282.900146
	Iteration 20F: 3 clusters Score -2515532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2515545.250000 Penalty: 3282.900146
	Iteration 21Q: 3 clusters Score -2515545 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2515575.500000 Penalty: 3282.900146
	Iteration 22Q: 3 clusters Score -2515576 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2515584.000000 Penalty: 3282.900146
	Iteration 23Q: 3 clusters Score -2515584 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2515594.000000 Penalty: 3282.900146
	Iteration 24Q: 3 clusters Score -2515594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2515623.250000 Penalty: 3282.900146
	Iteration 25Q: 3 clusters Score -2515623 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2515631.500000 Penalty: 3282.900146
	Iteration 26Q: 3 clusters Score -2515632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2515650.000000 Penalty: 3282.900146
	Iteration 27Q: 3 clusters Score -2515650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2515668.500000 Penalty: 3282.900146
	Iteration 28Q: 3 clusters Score -2515668 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2515675.500000 Penalty: 3282.900146
	Iteration 29Q: 3 clusters Score -2515676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2515685.000000 Penalty: 3282.900146
	Iteration 30Q: 3 clusters Score -2515685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2515702.750000 Penalty: 3282.900146
	Iteration 31Q: 3 clusters Score -2515703 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2515703.000000 Penalty: 3282.900146
	Iteration 32Q: 3 clusters Score -2515703 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2515721.500000 Penalty: 3282.900146
	Iteration 33Q: 3 clusters Score -2515722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2515734.750000 Penalty: 3282.900146
	Iteration 34Q: 3 clusters Score -2515735 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2515747.250000 Penalty: 3282.900146
	Iteration 35Q: 3 clusters Score -2515747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2515757.750000 Penalty: 3282.900146
	Iteration 36Q: 3 clusters Score -2515758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2515768.750000 Penalty: 3282.900146
	Iteration 37Q: 3 clusters Score -2515769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2515779.500000 Penalty: 3282.900146
	Iteration 38Q: 3 clusters Score -2515780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2515774.500000 Penalty: 3282.900146
	Iteration 39Q: 3 clusters Score -2515774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2515783.500000 Penalty: 3282.900146
	Iteration 40F: 3 clusters Score -2515784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2515781.500000 Penalty: 3282.900146
	Iteration 41Q: 3 clusters Score -2515782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2515785.750000 Penalty: 3282.900146
	Iteration 42Q: 3 clusters Score -2515786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2515787.250000 Penalty: 3282.900146
	Iteration 43Q: 3 clusters Score -2515787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2515792.500000 Penalty: 3282.900146
	Iteration 44Q: 3 clusters Score -2515792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2515800.250000 Penalty: 3282.900146
	Iteration 45Q: 3 clusters Score -2515800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2515795.250000 Penalty: 3282.900146
	Iteration 46Q: 3 clusters Score -2515795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2515798.250000 Penalty: 3282.900146
	Iteration 47Q: 3 clusters Score -2515798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2515799.000000 Penalty: 3282.900146
	Iteration 48Q: 3 clusters Score -2515799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2515804.000000 Penalty: 3282.900146
	Iteration 49Q: 3 clusters Score -2515804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2515801.000000 Penalty: 3282.900146
	Iteration 50Q: 3 clusters Score -2515801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2515805.000000 Penalty: 3282.900146
	Iteration 51Q: 3 clusters Score -2515805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2515803.500000 Penalty: 3282.900146
	Iteration 52Q: 3 clusters Score -2515804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2515810.750000 Penalty: 3282.900146
	Iteration 53Q: 3 clusters Score -2515811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2515805.500000 Penalty: 3282.900146
	Iteration 54Q: 3 clusters Score -2515806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2515812.500000 Penalty: 3282.900146
	Iteration 55Q: 3 clusters Score -2515812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2515815.500000 Penalty: 3282.900146
	Iteration 56Q: 3 clusters Score -2515816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2515813.500000 Penalty: 3282.900146
	Iteration 57Q: 3 clusters Score -2515814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2515809.500000 Penalty: 3282.900146
	Iteration 58Q: 3 clusters Score -2515810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2515816.750000 Penalty: 3282.900146
	Iteration 59Q: 3 clusters Score -2515817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2515814.000000 Penalty: 3282.900146
	Iteration 60F: 3 clusters Score -2515814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2515816.250000 Penalty: 3282.900146
	Iteration 61Q: 3 clusters Score -2515816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2515819.500000 Penalty: 3282.900146
	Iteration 62Q: 3 clusters Score -2515820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2515819.250000 Penalty: 3282.900146
	Iteration 63Q: 3 clusters Score -2515819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2515815.250000 Penalty: 3282.900146
	Iteration 64Q: 3 clusters Score -2515815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2515810.750000 Penalty: 3282.900146
	Iteration 65Q: 3 clusters Score -2515811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2515813.500000 Penalty: 3282.900146
	Iteration 66Q: 3 clusters Score -2515814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2515812.500000 Penalty: 3282.900146
	Iteration 67Q: 3 clusters Score -2515812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2515813.500000 Penalty: 3282.900146
	Iteration 68Q: 3 clusters Score -2515814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2515816.250000 Penalty: 3282.900146
	Iteration 69Q: 3 clusters Score -2515816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2515812.500000 Penalty: 3282.900146
	Iteration 70Q: 3 clusters Score -2515812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2515815.000000 Penalty: 3282.900146
	Iteration 71Q: 3 clusters Score -2515815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2515815.750000 Penalty: 3282.900146
	Iteration 72Q: 3 clusters Score -2515816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2515817.250000 Penalty: 3282.900146
	Iteration 73Q: 3 clusters Score -2515817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2515816.500000 Penalty: 3282.900146
	Iteration 74Q: 3 clusters Score -2515816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2515817.750000 Penalty: 3282.900146
	Iteration 75Q: 3 clusters Score -2515818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2515817.750000 Penalty: 3282.900146
	Iteration 76F: 3 clusters Score -2515818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 90255 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 73038 members 
Mstep: Class 19 contains 118357 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 24373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100953896.000000 Penalty: 64979.320312
Iteration 39Q: 30 clusters Score -1.009539e+08 nChanged 24604
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 299 members 
Mstep: Class 5 contains 11197 members 
Mstep: Class 6 contains 90384 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 2099 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 11046 members 
Mstep: Class 16 contains 10833 members 
Mstep: Class 17 contains 51870 members 
Mstep: Class 18 contains 73000 members 
Mstep: Class 19 contains 122956 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 24402 members 
Mstep: Class 22 contains 614 members 
Mstep: Class 23 contains 162033 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 110198 members 
Mstep: Class 26 contains 19553 members 
Mstep: Class 27 contains 170030 members 
Mstep: Class 28 contains 53316 members 
Mstep: Class 29 contains 7845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100968152.000000 Penalty: 64979.320312
Iteration 40F: 30 clusters Score -1.009682e+08 nChanged 19247
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 4 contains 389 members 
Mstep: Class 5 contains 10870 members 
Mstep: Class 6 contains 89878 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 3904 members 
Mstep: Class 14 contains 8254 members 
Mstep: Class 15 contains 11270 members 
Mstep: Class 16 contains 10697 members 
Mstep: Class 17 contains 51233 members 
Mstep: Class 18 contains 70549 members 
Mstep: Class 19 contains 126469 members 
Mstep: Class 20 contains 2730 members 
Mstep: Class 21 contains 24066 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 163449 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 109868 members 
Mstep: Class 26 contains 19426 members 
Mstep: Class 27 contains 167951 members 
Mstep: Class 28 contains 52791 members 
Mstep: Class 29 contains 8539 members 
Entering Unmasked Estep 
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Score: -100974232.000000 Penalty: 64979.320312
Iteration 41Q: 30 clusters Score -1.009742e+08 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 10785 members 
Mstep: Class 6 contains 89620 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 944 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 10348 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 4148 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 11480 members 
Mstep: Class 16 contains 10654 members 
Mstep: Class 17 contains 50588 members 
Mstep: Class 18 contains 69447 members 
Mstep: Class 19 contains 129829 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 163971 members 
Mstep: Class 24 contains 2837 members 
Mstep: Class 25 contains 109510 members 
Mstep: Class 26 contains 19194 members 
Mstep: Class 27 contains 165349 members 
Mstep: Class 28 contains 52386 members 
Mstep: Class 29 contains 9068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100977128.000000 Penalty: 64979.320312
Iteration 42Q: 30 clusters Score -1.009771e+08 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 10737 members 
Mstep: Class 6 contains 89452 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 7000 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 2338 members 
Mstep: Class 11 contains 10315 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 10676 members 
Mstep: Class 17 contains 49821 members 
Mstep: Class 18 contains 68854 members 
Mstep: Class 19 contains 132768 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 23821 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 164208 members 
Mstep: Class 24 contains 2889 members 
Mstep: Class 25 contains 109203 members 
Mstep: Class 26 contains 18969 members 
Mstep: Class 27 contains 163002 members 
Mstep: Class 28 contains 52119 members 
Mstep: Class 29 contains 9534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978488.000000 Penalty: 64979.320312
Iteration 43Q: 30 clusters Score -1.009785e+08 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10712 members 
Mstep: Class 6 contains 89320 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 11722 members 
Mstep: Class 16 contains 10750 members 
Mstep: Class 17 contains 49010 members 
Mstep: Class 18 contains 68465 members 
Mstep: Class 19 contains 135481 members 
Mstep: Class 20 contains 3192 members 
Mstep: Class 21 contains 23776 members 
Mstep: Class 22 contains 585 members 
Mstep: Class 23 contains 164334 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 108973 members 
Mstep: Class 26 contains 18756 members 
Mstep: Class 27 contains 160738 members 
Mstep: Class 28 contains 51973 members 
Mstep: Class 29 contains 9952 members 
Entering Unmasked Estep 
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Score: -100979832.000000 Penalty: 64979.320312
Iteration 44Q: 30 clusters Score -1.009798e+08 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 89228 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 11800 members 
Mstep: Class 16 contains 10807 members 
Mstep: Class 17 contains 48188 members 
Mstep: Class 18 contains 68222 members 
Mstep: Class 19 contains 138015 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 23739 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 164389 members 
Mstep: Class 24 contains 2964 members 
Mstep: Class 25 contains 108755 members 
Mstep: Class 26 contains 18501 members 
Mstep: Class 27 contains 158558 members 
Mstep: Class 28 contains 51870 members 
Mstep: Class 29 contains 10409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100980840.000000 Penalty: 64979.320312
Iteration 45Q: 30 clusters Score -1.009808e+08 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 89162 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 1188 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 10228 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 9289 members 
Mstep: Class 15 contains 11868 members 
Mstep: Class 16 contains 10880 members 
Mstep: Class 17 contains 47312 members 
Mstep: Class 18 contains 68031 members 
Mstep: Class 19 contains 140282 members 
Mstep: Class 20 contains 3350 members 
Mstep: Class 21 contains 23715 members 
Mstep: Class 22 contains 585 members 
Mstep: Class 23 contains 164494 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 108579 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 156595 members 
Mstep: Class 28 contains 51787 members 
Mstep: Class 29 contains 10878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100981832.000000 Penalty: 64979.320312
Iteration 46Q: 30 clusters Score -1.009818e+08 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 89114 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 7639 members 
Mstep: Class 9 contains 1210 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 9561 members 
Mstep: Class 15 contains 11904 members 
Mstep: Class 16 contains 10947 members 
Mstep: Class 17 contains 46366 members 
Mstep: Class 18 contains 67876 members 
Mstep: Class 19 contains 142497 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 23734 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 164620 members 
Mstep: Class 24 contains 3040 members 
Mstep: Class 25 contains 108459 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 154741 members 
Mstep: Class 28 contains 51713 members 
Mstep: Class 29 contains 11340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100982488.000000 Penalty: 64979.320312
Iteration 47Q: 30 clusters Score -1.009825e+08 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6235 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 89077 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 10204 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 4845 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 10989 members 
Mstep: Class 17 contains 45432 members 
Mstep: Class 18 contains 67765 members 
Mstep: Class 19 contains 144630 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 23762 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 164825 members 
Mstep: Class 24 contains 3069 members 
Mstep: Class 25 contains 108349 members 
Mstep: Class 26 contains 17688 members 
Mstep: Class 27 contains 152886 members 
Mstep: Class 28 contains 51641 members 
Mstep: Class 29 contains 11811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100983448.000000 Penalty: 64979.320312
Iteration 48Q: 30 clusters Score -1.009834e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 10667 members 
Mstep: Class 6 contains 89047 members 
Mstep: Class 7 contains 771 members 
Mstep: Class 8 contains 7866 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 10192 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 10117 members 
Mstep: Class 15 contains 11971 members 
Mstep: Class 16 contains 11052 members 
Mstep: Class 17 contains 44511 members 
Mstep: Class 18 contains 67666 members 
Mstep: Class 19 contains 146652 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 23805 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 164983 members 
Mstep: Class 24 contains 3085 members 
Mstep: Class 25 contains 108260 members 
Mstep: Class 26 contains 17457 members 
Mstep: Class 27 contains 151031 members 
Mstep: Class 28 contains 51549 members 
Mstep: Class 29 contains 12312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100984576.000000 Penalty: 64979.320312
Iteration 49Q: 30 clusters Score -1.009846e+08 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 10655 members 
Mstep: Class 6 contains 89015 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 10482 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 43507 members 
Mstep: Class 18 contains 67564 members 
Mstep: Class 19 contains 148653 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 23858 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 165293 members 
Mstep: Class 24 contains 3107 members 
Mstep: Class 25 contains 108169 members 
Mstep: Class 26 contains 17192 members 
Mstep: Class 27 contains 149121 members 
Mstep: Class 28 contains 51454 members 
Mstep: Class 29 contains 12801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100985680.000000 Penalty: 64979.320312
Iteration 50Q: 30 clusters Score -1.009857e+08 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10641 members 
Mstep: Class 6 contains 88987 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 11194 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 67474 members 
Mstep: Class 19 contains 150611 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 23912 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 165706 members 
Mstep: Class 24 contains 3125 members 
Mstep: Class 25 contains 108085 members 
Mstep: Class 26 contains 16942 members 
Mstep: Class 27 contains 147248 members 
Mstep: Class 28 contains 51372 members 
Mstep: Class 29 contains 13290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100987104.000000 Penalty: 64979.320312
Iteration 51Q: 30 clusters Score -1.009871e+08 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 88966 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 11121 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 17 contains 41328 members 
Mstep: Class 18 contains 67402 members 
Mstep: Class 19 contains 152487 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 23971 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 166181 members 
Mstep: Class 24 contains 3147 members 
Mstep: Class 25 contains 107993 members 
Mstep: Class 26 contains 16754 members 
Mstep: Class 27 contains 145415 members 
Mstep: Class 28 contains 51326 members 
Mstep: Class 29 contains 13780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100987384.000000 Penalty: 64979.320312
Iteration 52Q: 30 clusters Score -1.009874e+08 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10592 members 
Mstep: Class 6 contains 88959 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 12073 members 
Mstep: Class 16 contains 11287 members 
Mstep: Class 17 contains 40117 members 
Mstep: Class 18 contains 67359 members 
Mstep: Class 19 contains 154263 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 24058 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 166700 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 107932 members 
Mstep: Class 26 contains 16585 members 
Mstep: Class 27 contains 143685 members 
Mstep: Class 28 contains 51271 members 
Mstep: Class 29 contains 14246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988552.000000 Penalty: 64979.320312
Iteration 53Q: 30 clusters Score -1.009886e+08 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6295 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10576 members 
Mstep: Class 6 contains 88942 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 2826 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 11682 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 11329 members 
Mstep: Class 17 contains 38933 members 
Mstep: Class 18 contains 67305 members 
Mstep: Class 19 contains 155946 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 24168 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 167221 members 
Mstep: Class 24 contains 3180 members 
Mstep: Class 25 contains 107842 members 
Mstep: Class 26 contains 16422 members 
Mstep: Class 27 contains 142065 members 
Mstep: Class 28 contains 51208 members 
Mstep: Class 29 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100989752.000000 Penalty: 64979.320312
Iteration 54Q: 30 clusters Score -1.009898e+08 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6301 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10563 members 
Mstep: Class 6 contains 88924 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 10150 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 11917 members 
Mstep: Class 15 contains 12113 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 37707 members 
Mstep: Class 18 contains 67274 members 
Mstep: Class 19 contains 157527 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 24291 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 167751 members 
Mstep: Class 24 contains 3187 members 
Mstep: Class 25 contains 107775 members 
Mstep: Class 26 contains 16274 members 
Mstep: Class 27 contains 140580 members 
Mstep: Class 28 contains 51168 members 
Mstep: Class 29 contains 15134 members 
Entering Unmasked Estep 
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Iteration 55Q: 30 clusters Score -1.009907e+08 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10554 members 
Mstep: Class 6 contains 88901 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 8370 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 2663 members 
Mstep: Class 11 contains 10153 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 12144 members 
Mstep: Class 15 contains 12108 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 36421 members 
Mstep: Class 18 contains 67247 members 
Mstep: Class 19 contains 158953 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 24444 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 168330 members 
Mstep: Class 24 contains 3198 members 
Mstep: Class 25 contains 107711 members 
Mstep: Class 26 contains 16122 members 
Mstep: Class 27 contains 139250 members 
Mstep: Class 28 contains 51143 members 
Mstep: Class 29 contains 15528 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 30 clusters Score -1.009919e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10548 members 
Mstep: Class 6 contains 88892 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 8426 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 10152 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 14 contains 12345 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 35186 members 
Mstep: Class 18 contains 67226 members 
Mstep: Class 19 contains 160439 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 24603 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 168847 members 
Mstep: Class 24 contains 3207 members 
Mstep: Class 25 contains 107633 members 
Mstep: Class 26 contains 15996 members 
Mstep: Class 27 contains 137912 members 
Mstep: Class 28 contains 51081 members 
Mstep: Class 29 contains 15923 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -1.009927e+08 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 88879 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 8475 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 10148 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 5066 members 
Mstep: Class 14 contains 12496 members 
Mstep: Class 15 contains 12089 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 33998 members 
Mstep: Class 18 contains 67193 members 
Mstep: Class 19 contains 161956 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 24776 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 169348 members 
Mstep: Class 24 contains 3215 members 
Mstep: Class 25 contains 107560 members 
Mstep: Class 26 contains 15901 members 
Mstep: Class 27 contains 136552 members 
Mstep: Class 28 contains 51019 members 
Mstep: Class 29 contains 16312 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -1.009935e+08 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10553 members 
Mstep: Class 6 contains 88857 members 
Mstep: Class 7 contains 766 members 
Mstep: Class 8 contains 8517 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 2716 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 5077 members 
Mstep: Class 14 contains 12623 members 
Mstep: Class 15 contains 12089 members 
Mstep: Class 16 contains 11540 members 
Mstep: Class 17 contains 32769 members 
Mstep: Class 18 contains 67168 members 
Mstep: Class 19 contains 163451 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 24966 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 169874 members 
Mstep: Class 24 contains 3221 members 
Mstep: Class 25 contains 107470 members 
Mstep: Class 26 contains 15793 members 
Mstep: Class 27 contains 135237 members 
Mstep: Class 28 contains 50952 members 
Mstep: Class 29 contains 16726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100994840.000000 Penalty: 64979.320312
Iteration 59Q: 30 clusters Score -1.009948e+08 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 88846 members 
Mstep: Class 7 contains 766 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 2728 members 
Mstep: Class 11 contains 10148 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 12724 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 31500 members 
Mstep: Class 18 contains 67129 members 
Mstep: Class 19 contains 164939 members 
Mstep: Class 20 contains 3429 members 
Mstep: Class 21 contains 25173 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 170416 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 107388 members 
Mstep: Class 26 contains 15725 members 
Mstep: Class 27 contains 133936 members 
Mstep: Class 28 contains 50886 members 
Mstep: Class 29 contains 17112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100997824.000000 Penalty: 64979.320312
Iteration 60F: 30 clusters Score -1.009978e+08 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6316 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 10526 members 
Mstep: Class 6 contains 88829 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 8591 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 10149 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 11600 members 
Mstep: Class 17 contains 30176 members 
Mstep: Class 18 contains 67080 members 
Mstep: Class 19 contains 166522 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 25378 members 
Mstep: Class 22 contains 576 members 
Mstep: Class 23 contains 171044 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107307 members 
Mstep: Class 26 contains 15660 members 
Mstep: Class 27 contains 132521 members 
Mstep: Class 28 contains 50834 members 
Mstep: Class 29 contains 17475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101000040.000000 Penalty: 64979.320312
Iteration 61Q: 30 clusters Score -1.01e+08 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6321 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 10503 members 
Mstep: Class 6 contains 88820 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 8634 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 12816 members 
Mstep: Class 15 contains 12138 members 
Mstep: Class 16 contains 11646 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 67057 members 
Mstep: Class 19 contains 168191 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 25607 members 
Mstep: Class 22 contains 572 members 
Mstep: Class 23 contains 171545 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 107232 members 
Mstep: Class 26 contains 15616 members 
Mstep: Class 27 contains 131049 members 
Mstep: Class 28 contains 50758 members 
Mstep: Class 29 contains 17856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101001400.000000 Penalty: 64979.320312
Iteration 62Q: 30 clusters Score -1.010014e+08 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6321 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10496 members 
Mstep: Class 6 contains 88798 members 
Mstep: Class 7 contains 764 members 
Mstep: Class 8 contains 8677 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 10148 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 5121 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 12144 members 
Mstep: Class 16 contains 11678 members 
Mstep: Class 17 contains 27507 members 
Mstep: Class 18 contains 67022 members 
Mstep: Class 19 contains 169939 members 
Mstep: Class 20 contains 3694 members 
Mstep: Class 21 contains 25879 members 
Mstep: Class 22 contains 571 members 
Mstep: Class 23 contains 172121 members 
Mstep: Class 24 contains 3275 members 
Mstep: Class 25 contains 107152 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 129469 members 
Mstep: Class 28 contains 50671 members 
Mstep: Class 29 contains 18262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101002192.000000 Penalty: 64979.320312
Iteration 63Q: 30 clusters Score -1.010022e+08 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10490 members 
Mstep: Class 6 contains 88774 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 8709 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 10148 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 12842 members 
Mstep: Class 15 contains 12161 members 
Mstep: Class 16 contains 11702 members 
Mstep: Class 17 contains 26159 members 
Mstep: Class 18 contains 66984 members 
Mstep: Class 19 contains 171452 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 26182 members 
Mstep: Class 22 contains 570 members 
Mstep: Class 23 contains 172703 members 
Mstep: Class 24 contains 3292 members 
Mstep: Class 25 contains 107080 members 
Mstep: Class 26 contains 15568 members 
Mstep: Class 27 contains 128092 members 
Mstep: Class 28 contains 50569 members 
Mstep: Class 29 contains 18636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101002736.000000 Penalty: 64979.320312
Iteration 64Q: 30 clusters Score -1.010027e+08 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10490 members 
Mstep: Class 6 contains 88752 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 1366 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 12876 members 
Mstep: Class 15 contains 12165 members 
Mstep: Class 16 contains 11722 members 
Mstep: Class 17 contains 24830 members 
Mstep: Class 18 contains 66952 members 
Mstep: Class 19 contains 172755 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 26511 members 
Mstep: Class 22 contains 569 members 
Mstep: Class 23 contains 173210 members 
Mstep: Class 24 contains 3304 members 
Mstep: Class 25 contains 107010 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 126931 members 
Mstep: Class 28 contains 50487 members 
Mstep: Class 29 contains 19030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101002848.000000 Penalty: 64979.320312
Iteration 65Q: 30 clusters Score -1.010028e+08 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10491 members 
Mstep: Class 6 contains 88730 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 8782 members 
Mstep: Class 9 contains 1370 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 2813 members 
Mstep: Class 13 contains 5140 members 
Mstep: Class 14 contains 12882 members 
Mstep: Class 15 contains 12176 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 23390 members 
Mstep: Class 18 contains 66942 members 
Mstep: Class 19 contains 173968 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 26884 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 173755 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 106943 members 
Mstep: Class 26 contains 15512 members 
Mstep: Class 27 contains 125884 members 
Mstep: Class 28 contains 50422 members 
Mstep: Class 29 contains 19440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101003616.000000 Penalty: 64979.320312
Iteration 66Q: 30 clusters Score -1.010036e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10485 members 
Mstep: Class 6 contains 88708 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 1379 members 
Mstep: Class 10 contains 2847 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 5148 members 
Mstep: Class 14 contains 12887 members 
Mstep: Class 15 contains 12193 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 21846 members 
Mstep: Class 18 contains 66932 members 
Mstep: Class 19 contains 175098 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 27320 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 174311 members 
Mstep: Class 24 contains 3321 members 
Mstep: Class 25 contains 106882 members 
Mstep: Class 26 contains 15501 members 
Mstep: Class 27 contains 124893 members 
Mstep: Class 28 contains 50378 members 
Mstep: Class 29 contains 19828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101004240.000000 Penalty: 64979.320312
Iteration 67Q: 30 clusters Score -1.010042e+08 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6365 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10491 members 
Mstep: Class 6 contains 88687 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 10 contains 2898 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 12931 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 11758 members 
Mstep: Class 17 contains 20247 members 
Mstep: Class 18 contains 66925 members 
Mstep: Class 19 contains 176005 members 
Mstep: Class 20 contains 3964 members 
Mstep: Class 21 contains 27777 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 174888 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 106831 members 
Mstep: Class 26 contains 15475 members 
Mstep: Class 27 contains 124099 members 
Mstep: Class 28 contains 50342 members 
Mstep: Class 29 contains 20187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101004736.000000 Penalty: 64979.320312
Iteration 68Q: 30 clusters Score -1.010047e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6371 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10496 members 
Mstep: Class 6 contains 88683 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 8958 members 
Mstep: Class 9 contains 1385 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 12959 members 
Mstep: Class 15 contains 12258 members 
Mstep: Class 16 contains 11753 members 
Mstep: Class 17 contains 18687 members 
Mstep: Class 18 contains 66914 members 
Mstep: Class 19 contains 176782 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 28256 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 175426 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 106769 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 123429 members 
Mstep: Class 28 contains 50287 members 
Mstep: Class 29 contains 20548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101005752.000000 Penalty: 64979.320312
Iteration 69Q: 30 clusters Score -1.010058e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6373 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 10489 members 
Mstep: Class 6 contains 88684 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9028 members 
Mstep: Class 9 contains 1387 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 13003 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 17086 members 
Mstep: Class 18 contains 66917 members 
Mstep: Class 19 contains 177415 members 
Mstep: Class 20 contains 4003 members 
Mstep: Class 21 contains 28744 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 175988 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 106719 members 
Mstep: Class 26 contains 15461 members 
Mstep: Class 27 contains 122851 members 
Mstep: Class 28 contains 50255 members 
Mstep: Class 29 contains 20919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006176.000000 Penalty: 64979.320312
Iteration 70Q: 30 clusters Score -1.010062e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10492 members 
Mstep: Class 6 contains 88684 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9104 members 
Mstep: Class 9 contains 1388 members 
Mstep: Class 10 contains 3055 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 13035 members 
Mstep: Class 15 contains 12336 members 
Mstep: Class 16 contains 11741 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 66889 members 
Mstep: Class 19 contains 177939 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 29175 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 176573 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 106680 members 
Mstep: Class 26 contains 15453 members 
Mstep: Class 27 contains 122431 members 
Mstep: Class 28 contains 50212 members 
Mstep: Class 29 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101007040.000000 Penalty: 64979.320312
Iteration 71Q: 30 clusters Score -1.01007e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6382 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10488 members 
Mstep: Class 6 contains 88677 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9171 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 13048 members 
Mstep: Class 15 contains 12366 members 
Mstep: Class 16 contains 11715 members 
Mstep: Class 17 contains 13978 members 
Mstep: Class 18 contains 66874 members 
Mstep: Class 19 contains 178423 members 
Mstep: Class 20 contains 4004 members 
Mstep: Class 21 contains 29569 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 177191 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 106629 members 
Mstep: Class 26 contains 15457 members 
Mstep: Class 27 contains 122043 members 
Mstep: Class 28 contains 50172 members 
Mstep: Class 29 contains 21678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101007896.000000 Penalty: 64979.320312
Iteration 72Q: 30 clusters Score -1.010079e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 88676 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9237 members 
Mstep: Class 9 contains 1392 members 
Mstep: Class 10 contains 3171 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 12403 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 12488 members 
Mstep: Class 18 contains 66853 members 
Mstep: Class 19 contains 178832 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 29922 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 177817 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 106576 members 
Mstep: Class 26 contains 15461 members 
Mstep: Class 27 contains 121715 members 
Mstep: Class 28 contains 50119 members 
Mstep: Class 29 contains 22065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101008672.000000 Penalty: 64979.320312
Iteration 73Q: 30 clusters Score -1.010087e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6393 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10489 members 
Mstep: Class 6 contains 88671 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9297 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3213 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 12426 members 
Mstep: Class 16 contains 11675 members 
Mstep: Class 17 contains 11108 members 
Mstep: Class 18 contains 66847 members 
Mstep: Class 19 contains 179182 members 
Mstep: Class 20 contains 4012 members 
Mstep: Class 21 contains 30187 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 178386 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 106532 members 
Mstep: Class 26 contains 15463 members 
Mstep: Class 27 contains 121441 members 
Mstep: Class 28 contains 50076 members 
Mstep: Class 29 contains 22493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101009296.000000 Penalty: 64979.320312
Iteration 74Q: 30 clusters Score -1.010093e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10490 members 
Mstep: Class 6 contains 88677 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9361 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 12452 members 
Mstep: Class 16 contains 11623 members 
Mstep: Class 17 contains 9818 members 
Mstep: Class 18 contains 66859 members 
Mstep: Class 19 contains 179510 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 30391 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 178898 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 106482 members 
Mstep: Class 26 contains 15471 members 
Mstep: Class 27 contains 121204 members 
Mstep: Class 28 contains 50038 members 
Mstep: Class 29 contains 22919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101009600.000000 Penalty: 64979.320312
Iteration 75Q: 30 clusters Score -1.010096e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 88673 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13125 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 66841 members 
Mstep: Class 19 contains 179794 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 30466 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 179358 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 106437 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 121052 members 
Mstep: Class 28 contains 50018 members 
Mstep: Class 29 contains 23352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101010096.000000 Penalty: 64979.320312
Iteration 76Q: 30 clusters Score -1.010101e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9494 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 10186 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 5192 members 
Mstep: Class 14 contains 13149 members 
Mstep: Class 15 contains 12491 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 7738 members 
Mstep: Class 18 contains 66853 members 
Mstep: Class 19 contains 180054 members 
Mstep: Class 20 contains 4011 members 
Mstep: Class 21 contains 30439 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 179681 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 106389 members 
Mstep: Class 26 contains 15468 members 
Mstep: Class 27 contains 120926 members 
Mstep: Class 28 contains 50004 members 
Mstep: Class 29 contains 23808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101010648.000000 Penalty: 64979.320312
Iteration 77Q: 30 clusters Score -1.010106e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88662 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9555 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 10187 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 12502 members 
Mstep: Class 16 contains 11537 members 
Mstep: Class 17 contains 6997 members 
Mstep: Class 18 contains 66851 members 
Mstep: Class 19 contains 180294 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 30303 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 179946 members 
Mstep: Class 24 contains 3333 members 
Mstep: Class 25 contains 106331 members 
Mstep: Class 26 contains 15471 members 
Mstep: Class 27 contains 120853 members 
Mstep: Class 28 contains 49993 members 
Mstep: Class 29 contains 24233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101011168.000000 Penalty: 64979.320312
Iteration 78Q: 30 clusters Score -1.010112e+08 nChanged 2460
Entering ConstructFrom: 
Score: -101011168.000000 Penalty: 64979.320312
Entering ConstructFrom: 
Trying to split cluster 1 (6045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Entering Unmasked Estep 
Score: -621967.625000 Penalty: 1414.885254
	Iteration 0F: 2 clusters Score -621967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -617374.812500 Penalty: 2829.770508
	Iteration 0F: 3 clusters Score -617374.8 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -618715.062500 Penalty: 2829.770508
	Iteration 1F: 3 clusters Score -618715.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -618881.125000 Penalty: 2829.770508
	Iteration 2F: 3 clusters Score -618881.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -618993.250000 Penalty: 2829.770508
	Iteration 3Q: 3 clusters Score -618993.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -619065.500000 Penalty: 2829.770508
	Iteration 4Q: 3 clusters Score -619065.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -619120.187500 Penalty: 2829.770508
	Iteration 5Q: 3 clusters Score -619120.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -619174.875000 Penalty: 2829.770508
	Iteration 6Q: 3 clusters Score -619174.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -619224.312500 Penalty: 2829.770508
	Iteration 7Q: 3 clusters Score -619224.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -619269.500000 Penalty: 2829.770508
	Iteration 8Q: 3 clusters Score -619269.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -619316.500000 Penalty: 2829.770508
	Iteration 9Q: 3 clusters Score -619316.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -619369.250000 Penalty: 2829.770508
	Iteration 10Q: 3 clusters Score -619369.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -619425.625000 Penalty: 2829.770508
	Iteration 11Q: 3 clusters Score -619425.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -619480.375000 Penalty: 2829.770508
	Iteration 12Q: 3 clusters Score -619480.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -619556.312500 Penalty: 2829.770508
	Iteration 13Q: 3 clusters Score -619556.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -619636.875000 Penalty: 2829.770508
	Iteration 14Q: 3 clusters Score -619636.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -619707.562500 Penalty: 2829.770508
	Iteration 15Q: 3 clusters Score -619707.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -619780.937500 Penalty: 2829.770508
	Iteration 16Q: 3 clusters Score -619780.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -619847.625000 Penalty: 2829.770508
	Iteration 17Q: 3 clusters Score -619847.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -619911.562500 Penalty: 2829.770508
	Iteration 18Q: 3 clusters Score -619911.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -619990.000000 Penalty: 2829.770508
	Iteration 19Q: 3 clusters Score -619990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -620055.125000 Penalty: 2829.770508
	Iteration 20F: 3 clusters Score -620055.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -620120.562500 Penalty: 2829.770508
	Iteration 21Q: 3 clusters Score -620120.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -620191.687500 Penalty: 2829.770508
	Iteration 22Q: 3 clusters Score -620191.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -620254.062500 Penalty: 2829.770508
	Iteration 23Q: 3 clusters Score -620254.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -620305.187500 Penalty: 2829.770508
	Iteration 24Q: 3 clusters Score -620305.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -620364.000000 Penalty: 2829.770508
	Iteration 25Q: 3 clusters Score -620364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -620405.000000 Penalty: 2829.770508
	Iteration 26Q: 3 clusters Score -620405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -620442.437500 Penalty: 2829.770508
	Iteration 27Q: 3 clusters Score -620442.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -620484.312500 Penalty: 2829.770508
	Iteration 28Q: 3 clusters Score -620484.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -620523.812500 Penalty: 2829.770508
	Iteration 29Q: 3 clusters Score -620523.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -620557.000000 Penalty: 2829.770508
	Iteration 30Q: 3 clusters Score -620557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -620579.562500 Penalty: 2829.770508
	Iteration 31Q: 3 clusters Score -620579.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -620606.562500 Penalty: 2829.770508
	Iteration 32Q: 3 clusters Score -620606.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -620629.187500 Penalty: 2829.770508
	Iteration 33Q: 3 clusters Score -620629.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -620652.375000 Penalty: 2829.770508
	Iteration 34Q: 3 clusters Score -620652.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -620666.187500 Penalty: 2829.770508
	Iteration 35Q: 3 clusters Score -620666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -620679.000000 Penalty: 2829.770508
	Iteration 36Q: 3 clusters Score -620679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -620689.312500 Penalty: 2829.770508
	Iteration 37Q: 3 clusters Score -620689.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -620699.312500 Penalty: 2829.770508
	Iteration 38Q: 3 clusters Score -620699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -620704.625000 Penalty: 2829.770508
	Iteration 39Q: 3 clusters Score -620704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -620707.500000 Penalty: 2829.770508
	Iteration 40F: 3 clusters Score -620707.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -620711.250000 Penalty: 2829.770508
	Iteration 41Q: 3 clusters Score -620711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -620714.312500 Penalty: 2829.770508
	Iteration 42Q: 3 clusters Score -620714.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -620723.000000 Penalty: 2829.770508
	Iteration 43Q: 3 clusters Score -620723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -620723.312500 Penalty: 2829.770508
	Iteration 44Q: 3 clusters Score -620723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -620726.312500 Penalty: 2829.770508
	Iteration 45Q: 3 clusters Score -620726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -620730.875000 Penalty: 2829.770508
	Iteration 46Q: 3 clusters Score -620730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -620731.125000 Penalty: 2829.770508
	Iteration 47Q: 3 clusters Score -620731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -620731.125000 Penalty: 2829.770508
	Iteration 48F: 3 clusters Score -620731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Entering Unmasked Estep 
Score: -658612.687500 Penalty: 1424.158691
	Iteration 0F: 2 clusters Score -658612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -653717.437500 Penalty: 2848.317383
	Iteration 0F: 3 clusters Score -653717.4 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -655136.812500 Penalty: 2848.317383
	Iteration 1F: 3 clusters Score -655136.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -655379.812500 Penalty: 2848.317383
	Iteration 2F: 3 clusters Score -655379.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -655595.750000 Penalty: 2848.317383
	Iteration 3F: 3 clusters Score -655595.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -655860.375000 Penalty: 2848.317383
	Iteration 4F: 3 clusters Score -655860.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -656171.875000 Penalty: 2848.317383
	Iteration 5F: 3 clusters Score -656171.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -656496.937500 Penalty: 2848.317383
	Iteration 6F: 3 clusters Score -656496.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -656858.000000 Penalty: 2848.317383
	Iteration 7F: 3 clusters Score -656858 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -657189.062500 Penalty: 2848.317383
	Iteration 8F: 3 clusters Score -657189.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -657482.875000 Penalty: 2848.317383
	Iteration 9F: 3 clusters Score -657482.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -657693.562500 Penalty: 2848.317383
	Iteration 10Q: 3 clusters Score -657693.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -657849.937500 Penalty: 2848.317383
	Iteration 11Q: 3 clusters Score -657849.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -657954.687500 Penalty: 2848.317383
	Iteration 12Q: 3 clusters Score -657954.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -658017.250000 Penalty: 2848.317383
	Iteration 13Q: 3 clusters Score -658017.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -658049.937500 Penalty: 2848.317383
	Iteration 14Q: 3 clusters Score -658049.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -658080.000000 Penalty: 2848.317383
	Iteration 15Q: 3 clusters Score -658080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -658109.062500 Penalty: 2848.317383
	Iteration 16Q: 3 clusters Score -658109.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -658134.687500 Penalty: 2848.317383
	Iteration 17Q: 3 clusters Score -658134.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -658150.812500 Penalty: 2848.317383
	Iteration 18Q: 3 clusters Score -658150.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -658162.000000 Penalty: 2848.317383
	Iteration 19Q: 3 clusters Score -658162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -658172.125000 Penalty: 2848.317383
	Iteration 20F: 3 clusters Score -658172.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -658183.750000 Penalty: 2848.317383
	Iteration 21Q: 3 clusters Score -658183.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -658196.125000 Penalty: 2848.317383
	Iteration 22Q: 3 clusters Score -658196.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -658209.312500 Penalty: 2848.317383
	Iteration 23Q: 3 clusters Score -658209.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -658220.750000 Penalty: 2848.317383
	Iteration 24Q: 3 clusters Score -658220.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -658232.125000 Penalty: 2848.317383
	Iteration 25Q: 3 clusters Score -658232.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -658237.312500 Penalty: 2848.317383
	Iteration 26Q: 3 clusters Score -658237.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -658239.687500 Penalty: 2848.317383
	Iteration 27Q: 3 clusters Score -658239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -658244.562500 Penalty: 2848.317383
	Iteration 28Q: 3 clusters Score -658244.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -658249.687500 Penalty: 2848.317383
	Iteration 29Q: 3 clusters Score -658249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -658251.500000 Penalty: 2848.317383
	Iteration 30Q: 3 clusters Score -658251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -658250.062500 Penalty: 2848.317383
	Iteration 31Q: 3 clusters Score -658250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -658251.562500 Penalty: 2848.317383
	Iteration 32Q: 3 clusters Score -658251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -658254.062500 Penalty: 2848.317383
	Iteration 33Q: 3 clusters Score -658254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -658255.437500 Penalty: 2848.317383
	Iteration 34Q: 3 clusters Score -658255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -658255.187500 Penalty: 2848.317383
	Iteration 35Q: 3 clusters Score -658255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -658257.250000 Penalty: 2848.317383
	Iteration 36Q: 3 clusters Score -658257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -658257.687500 Penalty: 2848.317383
	Iteration 37Q: 3 clusters Score -658257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -658260.312500 Penalty: 2848.317383
	Iteration 38Q: 3 clusters Score -658260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -658261.375000 Penalty: 2848.317383
	Iteration 39Q: 3 clusters Score -658261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -658261.500000 Penalty: 2848.317383
	Iteration 40F: 3 clusters Score -658261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -658262.500000 Penalty: 2848.317383
	Iteration 41Q: 3 clusters Score -658262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -658262.250000 Penalty: 2848.317383
	Iteration 42Q: 3 clusters Score -658262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -658262.250000 Penalty: 2848.317383
	Iteration 43F: 3 clusters Score -658262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -171368.234375 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -171368.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -169367.375000 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -169367.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -169820.484375 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -169820.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -170003.937500 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -170003.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170145.312500 Penalty: 2444.428223
	Iteration 3F: 3 clusters Score -170145.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170309.453125 Penalty: 2444.428223
	Iteration 4F: 3 clusters Score -170309.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -170511.031250 Penalty: 2444.428223
	Iteration 5F: 3 clusters Score -170511 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -170717.609375 Penalty: 2444.428223
	Iteration 6F: 3 clusters Score -170717.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -170881.765625 Penalty: 2444.428223
	Iteration 7F: 3 clusters Score -170881.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -170986.046875 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -170986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -171050.218750 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -171050.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -171087.843750 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -171087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -171109.125000 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -171109.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -171123.031250 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -171123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -171134.484375 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -171134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -171143.015625 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -171143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -171147.796875 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -171147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -171156.015625 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -171156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -171161.578125 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -171161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -171168.062500 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -171168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -171172.000000 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -171172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -171172.578125 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -171172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -27256.849609 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -27256.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26469.636719 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -26469.64 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27122.121094 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -27122.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27499.791016 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -27499.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27681.642578 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -27681.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27798.173828 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -27798.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27832.677734 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -27832.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27855.058594 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -27855.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27865.951172 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -27865.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27887.521484 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -27887.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27902.085938 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -27902.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27912.224609 Penalty: 1945.596924
	Iteration 10Q: 3 clusters Score -27912.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27912.224609 Penalty: 1945.596924
	Iteration 11F: 3 clusters Score -27912.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 180035 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 120846 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 144 members 
Entering Unmasked Estep 
Score: -101010712.000000 Penalty: 67219.984375
Splitting cluster 4 changes total score from -101011168.000000 to -101010712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Entering Unmasked Estep 
Score: -1020880.312500 Penalty: 1504.298950
	Iteration 0F: 2 clusters Score -1020880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1013451.000000 Penalty: 3008.597900
	Iteration 0F: 3 clusters Score -1013451 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1016373.875000 Penalty: 3008.597900
	Iteration 1F: 3 clusters Score -1016374 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1017145.937500 Penalty: 3008.597900
	Iteration 2F: 3 clusters Score -1017146 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1017799.062500 Penalty: 3008.597900
	Iteration 3F: 3 clusters Score -1017799 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1018377.625000 Penalty: 3008.597900
	Iteration 4F: 3 clusters Score -1018378 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1018819.187500 Penalty: 3008.597900
	Iteration 5F: 3 clusters Score -1018819 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1019139.062500 Penalty: 3008.597900
	Iteration 6F: 3 clusters Score -1019139 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1019354.687500 Penalty: 3008.597900
	Iteration 7Q: 3 clusters Score -1019355 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1019506.625000 Penalty: 3008.597900
	Iteration 8Q: 3 clusters Score -1019507 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1019623.875000 Penalty: 3008.597900
	Iteration 9Q: 3 clusters Score -1019624 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1019726.812500 Penalty: 3008.597900
	Iteration 10Q: 3 clusters Score -1019727 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1019814.500000 Penalty: 3008.597900
	Iteration 11Q: 3 clusters Score -1019814 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1019894.000000 Penalty: 3008.597900
	Iteration 12Q: 3 clusters Score -1019894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1019978.875000 Penalty: 3008.597900
	Iteration 13Q: 3 clusters Score -1019979 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1020056.375000 Penalty: 3008.597900
	Iteration 14Q: 3 clusters Score -1020056 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1020120.625000 Penalty: 3008.597900
	Iteration 15Q: 3 clusters Score -1020121 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1020173.000000 Penalty: 3008.597900
	Iteration 16Q: 3 clusters Score -1020173 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1020226.375000 Penalty: 3008.597900
	Iteration 17Q: 3 clusters Score -1020226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1020269.062500 Penalty: 3008.597900
	Iteration 18Q: 3 clusters Score -1020269 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1020308.937500 Penalty: 3008.597900
	Iteration 19Q: 3 clusters Score -1020309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1020347.812500 Penalty: 3008.597900
	Iteration 20F: 3 clusters Score -1020348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1020379.437500 Penalty: 3008.597900
	Iteration 21Q: 3 clusters Score -1020379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1020409.250000 Penalty: 3008.597900
	Iteration 22Q: 3 clusters Score -1020409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1020428.687500 Penalty: 3008.597900
	Iteration 23Q: 3 clusters Score -1020429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1020453.562500 Penalty: 3008.597900
	Iteration 24Q: 3 clusters Score -1020454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1020473.875000 Penalty: 3008.597900
	Iteration 25Q: 3 clusters Score -1020474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1020500.687500 Penalty: 3008.597900
	Iteration 26Q: 3 clusters Score -1020501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1020520.312500 Penalty: 3008.597900
	Iteration 27Q: 3 clusters Score -1020520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1020537.687500 Penalty: 3008.597900
	Iteration 28Q: 3 clusters Score -1020538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1020551.437500 Penalty: 3008.597900
	Iteration 29Q: 3 clusters Score -1020551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1020558.000000 Penalty: 3008.597900
	Iteration 30Q: 3 clusters Score -1020558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1020559.750000 Penalty: 3008.597900
	Iteration 31Q: 3 clusters Score -1020560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1020565.250000 Penalty: 3008.597900
	Iteration 32Q: 3 clusters Score -1020565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1020566.687500 Penalty: 3008.597900
	Iteration 33Q: 3 clusters Score -1020567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1020570.000000 Penalty: 3008.597900
	Iteration 34Q: 3 clusters Score -1020570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1020569.125000 Penalty: 3008.597900
	Iteration 35Q: 3 clusters Score -1020569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1020570.375000 Penalty: 3008.597900
	Iteration 36Q: 3 clusters Score -1020570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1020570.000000 Penalty: 3008.597900
	Iteration 37Q: 3 clusters Score -1020570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1020570.250000 Penalty: 3008.597900
	Iteration 38Q: 3 clusters Score -1020570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1020573.000000 Penalty: 3008.597900
	Iteration 39Q: 3 clusters Score -1020573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1020573.250000 Penalty: 3008.597900
	Iteration 40F: 3 clusters Score -1020573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1020573.562500 Penalty: 3008.597900
	Iteration 41Q: 3 clusters Score -1020574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1020573.562500 Penalty: 3008.597900
	Iteration 42F: 3 clusters Score -1020574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Entering Unmasked Estep 
Score: -9651639.000000 Penalty: 1851.306396
	Iteration 0F: 2 clusters Score -9651639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -9592339.000000 Penalty: 3702.612793
	Iteration 0F: 3 clusters Score -9592339 nChanged 42323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -9616776.000000 Penalty: 3702.612793
	Iteration 1F: 3 clusters Score -9616776 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -9617759.000000 Penalty: 3702.612793
	Iteration 2Q: 3 clusters Score -9617759 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -9619309.000000 Penalty: 3702.612793
	Iteration 3Q: 3 clusters Score -9619309 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -9622112.000000 Penalty: 3702.612793
	Iteration 4F: 3 clusters Score -9622112 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -9627210.000000 Penalty: 3702.612793
	Iteration 5F: 3 clusters Score -9627210 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -9634970.000000 Penalty: 3702.612793
	Iteration 6F: 3 clusters Score -9634970 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -9643024.000000 Penalty: 3702.612793
	Iteration 7F: 3 clusters Score -9643024 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -9647692.000000 Penalty: 3702.612793
	Iteration 8F: 3 clusters Score -9647692 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -9649284.000000 Penalty: 3702.612793
	Iteration 9Q: 3 clusters Score -9649284 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -9649758.000000 Penalty: 3702.612793
	Iteration 10Q: 3 clusters Score -9649758 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -9649883.000000 Penalty: 3702.612793
	Iteration 11Q: 3 clusters Score -9649883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -9649950.000000 Penalty: 3702.612793
	Iteration 12Q: 3 clusters Score -9649950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -9649985.000000 Penalty: 3702.612793
	Iteration 13Q: 3 clusters Score -9649985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -9650013.000000 Penalty: 3702.612793
	Iteration 14Q: 3 clusters Score -9650013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -9650022.000000 Penalty: 3702.612793
	Iteration 15Q: 3 clusters Score -9650022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -9650029.000000 Penalty: 3702.612793
	Iteration 16Q: 3 clusters Score -9650029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -9650037.000000 Penalty: 3702.612793
	Iteration 17Q: 3 clusters Score -9650037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -9650046.000000 Penalty: 3702.612793
	Iteration 18Q: 3 clusters Score -9650046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -9650054.000000 Penalty: 3702.612793
	Iteration 19Q: 3 clusters Score -9650054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -9650050.000000 Penalty: 3702.612793
	Iteration 20F: 3 clusters Score -9650050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -59692.472656 Penalty: 1078.554443
	Iteration 0F: 2 clusters Score -59692.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58647.933594 Penalty: 2157.108887
	Iteration 0F: 3 clusters Score -58647.93 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59226.562500 Penalty: 2157.108887
	Iteration 1F: 3 clusters Score -59226.56 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59500.750000 Penalty: 2157.108887
	Iteration 2F: 3 clusters Score -59500.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59817.886719 Penalty: 2157.108887
	Iteration 3F: 3 clusters Score -59817.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60065.953125 Penalty: 2157.108887
	Iteration 4F: 3 clusters Score -60065.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60168.460938 Penalty: 2157.108887
	Iteration 5Q: 3 clusters Score -60168.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -60185.882812 Penalty: 2157.108887
	Iteration 6Q: 3 clusters Score -60185.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60187.617188 Penalty: 2157.108887
	Iteration 7Q: 3 clusters Score -60187.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60187.617188 Penalty: 2157.108887
	Iteration 8F: 3 clusters Score -60187.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 180035 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 120846 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 570 members 
Entering Unmasked Estep 
Score: -101010552.000000 Penalty: 67219.984375
Splitting cluster 7 changes total score from -101011168.000000 to -101010552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Entering Unmasked Estep 
Score: -1045183.250000 Penalty: 1490.232910
	Iteration 0F: 2 clusters Score -1045183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1038324.250000 Penalty: 2980.465820
	Iteration 0F: 3 clusters Score -1038324 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1040454.062500 Penalty: 2980.465820
	Iteration 1F: 3 clusters Score -1040454 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1040687.125000 Penalty: 2980.465820
	Iteration 2F: 3 clusters Score -1040687 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1040848.687500 Penalty: 2980.465820
	Iteration 3Q: 3 clusters Score -1040849 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1040983.437500 Penalty: 2980.465820
	Iteration 4Q: 3 clusters Score -1040983 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1041138.062500 Penalty: 2980.465820
	Iteration 5Q: 3 clusters Score -1041138 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1041301.625000 Penalty: 2980.465820
	Iteration 6Q: 3 clusters Score -1041302 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1041476.312500 Penalty: 2980.465820
	Iteration 7Q: 3 clusters Score -1041476 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1041670.500000 Penalty: 2980.465820
	Iteration 8Q: 3 clusters Score -1041670 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1041892.375000 Penalty: 2980.465820
	Iteration 9Q: 3 clusters Score -1041892 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1042141.687500 Penalty: 2980.465820
	Iteration 10Q: 3 clusters Score -1042142 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1042404.687500 Penalty: 2980.465820
	Iteration 11Q: 3 clusters Score -1042405 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1042651.312500 Penalty: 2980.465820
	Iteration 12Q: 3 clusters Score -1042651 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1042886.250000 Penalty: 2980.465820
	Iteration 13Q: 3 clusters Score -1042886 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1043087.750000 Penalty: 2980.465820
	Iteration 14Q: 3 clusters Score -1043088 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1043260.187500 Penalty: 2980.465820
	Iteration 15Q: 3 clusters Score -1043260 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1043414.312500 Penalty: 2980.465820
	Iteration 16Q: 3 clusters Score -1043414 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1043525.250000 Penalty: 2980.465820
	Iteration 17Q: 3 clusters Score -1043525 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1043612.562500 Penalty: 2980.465820
	Iteration 18Q: 3 clusters Score -1043613 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1043669.750000 Penalty: 2980.465820
	Iteration 19Q: 3 clusters Score -1043670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1043715.937500 Penalty: 2980.465820
	Iteration 20F: 3 clusters Score -1043716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1043740.500000 Penalty: 2980.465820
	Iteration 21Q: 3 clusters Score -1043740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1043775.125000 Penalty: 2980.465820
	Iteration 22Q: 3 clusters Score -1043775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1043804.250000 Penalty: 2980.465820
	Iteration 23Q: 3 clusters Score -1043804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1043821.125000 Penalty: 2980.465820
	Iteration 24Q: 3 clusters Score -1043821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1043839.375000 Penalty: 2980.465820
	Iteration 25Q: 3 clusters Score -1043839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1043845.812500 Penalty: 2980.465820
	Iteration 26Q: 3 clusters Score -1043846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1043851.437500 Penalty: 2980.465820
	Iteration 27Q: 3 clusters Score -1043851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1043857.500000 Penalty: 2980.465820
	Iteration 28Q: 3 clusters Score -1043858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1043863.062500 Penalty: 2980.465820
	Iteration 29Q: 3 clusters Score -1043863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1043863.437500 Penalty: 2980.465820
	Iteration 30Q: 3 clusters Score -1043863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1043865.000000 Penalty: 2980.465820
	Iteration 31Q: 3 clusters Score -1043865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1043870.312500 Penalty: 2980.465820
	Iteration 32Q: 3 clusters Score -1043870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1043874.187500 Penalty: 2980.465820
	Iteration 33Q: 3 clusters Score -1043874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1043875.375000 Penalty: 2980.465820
	Iteration 34Q: 3 clusters Score -1043875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1043878.312500 Penalty: 2980.465820
	Iteration 35Q: 3 clusters Score -1043878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1043879.250000 Penalty: 2980.465820
	Iteration 36Q: 3 clusters Score -1043879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1043878.687500 Penalty: 2980.465820
	Iteration 37Q: 3 clusters Score -1043879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1043881.187500 Penalty: 2980.465820
	Iteration 38Q: 3 clusters Score -1043881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1043883.250000 Penalty: 2980.465820
	Iteration 39Q: 3 clusters Score -1043883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1043884.812500 Penalty: 2980.465820
	Iteration 40F: 3 clusters Score -1043885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1043886.312500 Penalty: 2980.465820
	Iteration 41Q: 3 clusters Score -1043886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1043892.812500 Penalty: 2980.465820
	Iteration 42Q: 3 clusters Score -1043893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1043894.812500 Penalty: 2980.465820
	Iteration 43Q: 3 clusters Score -1043895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1043901.687500 Penalty: 2980.465820
	Iteration 44Q: 3 clusters Score -1043902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1043911.375000 Penalty: 2980.465820
	Iteration 45Q: 3 clusters Score -1043911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1043919.500000 Penalty: 2980.465820
	Iteration 46Q: 3 clusters Score -1043920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1043924.937500 Penalty: 2980.465820
	Iteration 47Q: 3 clusters Score -1043925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1043928.750000 Penalty: 2980.465820
	Iteration 48Q: 3 clusters Score -1043929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1043934.750000 Penalty: 2980.465820
	Iteration 49Q: 3 clusters Score -1043935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1043937.812500 Penalty: 2980.465820
	Iteration 50Q: 3 clusters Score -1043938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1043940.875000 Penalty: 2980.465820
	Iteration 51Q: 3 clusters Score -1043941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1043942.937500 Penalty: 2980.465820
	Iteration 52Q: 3 clusters Score -1043943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1043942.937500 Penalty: 2980.465820
	Iteration 53F: 3 clusters Score -1043943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -118941.039062 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -118941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -117319.304688 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -117319.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -117829.328125 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -117829.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118166.851562 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -118166.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118606.898438 Penalty: 2355.301270
	Iteration 3F: 3 clusters Score -118606.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118904.007812 Penalty: 2355.301270
	Iteration 4F: 3 clusters Score -118904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -119073.203125 Penalty: 2355.301270
	Iteration 5F: 3 clusters Score -119073.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119168.414062 Penalty: 2355.301270
	Iteration 6Q: 3 clusters Score -119168.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119270.312500 Penalty: 2355.301270
	Iteration 7Q: 3 clusters Score -119270.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -119406.851562 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -119406.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -119429.890625 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -119429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -119438.000000 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -119438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119439.882812 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -119439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -119441.882812 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -119441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119442.187500 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -119442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119442.382812 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -119442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119442.757812 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -119442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119442.757812 Penalty: 2355.301270
	Iteration 16F: 3 clusters Score -119442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 180035 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 120846 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 677 members 
Entering Unmasked Estep 
Score: -101010712.000000 Penalty: 67219.984375
Splitting cluster 9 changes total score from -101011168.000000 to -101010712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -325327.625000 Penalty: 1319.692261
	Iteration 0F: 2 clusters Score -325327.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -322400.781250 Penalty: 2639.384521
	Iteration 0F: 3 clusters Score -322400.8 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -323191.906250 Penalty: 2639.384521
	Iteration 1F: 3 clusters Score -323191.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -323492.781250 Penalty: 2639.384521
	Iteration 2F: 3 clusters Score -323492.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -323774.468750 Penalty: 2639.384521
	Iteration 3F: 3 clusters Score -323774.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324075.468750 Penalty: 2639.384521
	Iteration 4F: 3 clusters Score -324075.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -324312.562500 Penalty: 2639.384521
	Iteration 5F: 3 clusters Score -324312.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -324439.156250 Penalty: 2639.384521
	Iteration 6F: 3 clusters Score -324439.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -324497.125000 Penalty: 2639.384521
	Iteration 7Q: 3 clusters Score -324497.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -324543.187500 Penalty: 2639.384521
	Iteration 8Q: 3 clusters Score -324543.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -324578.593750 Penalty: 2639.384521
	Iteration 9Q: 3 clusters Score -324578.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -324601.562500 Penalty: 2639.384521
	Iteration 10Q: 3 clusters Score -324601.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -324622.250000 Penalty: 2639.384521
	Iteration 11Q: 3 clusters Score -324622.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -324640.812500 Penalty: 2639.384521
	Iteration 12Q: 3 clusters Score -324640.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324675.593750 Penalty: 2639.384521
	Iteration 13Q: 3 clusters Score -324675.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -324729.437500 Penalty: 2639.384521
	Iteration 14Q: 3 clusters Score -324729.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -324795.937500 Penalty: 2639.384521
	Iteration 15Q: 3 clusters Score -324795.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -324853.375000 Penalty: 2639.384521
	Iteration 16Q: 3 clusters Score -324853.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -324894.531250 Penalty: 2639.384521
	Iteration 17Q: 3 clusters Score -324894.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -324917.875000 Penalty: 2639.384521
	Iteration 18Q: 3 clusters Score -324917.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -324929.093750 Penalty: 2639.384521
	Iteration 19Q: 3 clusters Score -324929.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -324937.000000 Penalty: 2639.384521
	Iteration 20F: 3 clusters Score -324937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -324942.218750 Penalty: 2639.384521
	Iteration 21Q: 3 clusters Score -324942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -324945.437500 Penalty: 2639.384521
	Iteration 22Q: 3 clusters Score -324945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -324947.968750 Penalty: 2639.384521
	Iteration 23Q: 3 clusters Score -324948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -324949.437500 Penalty: 2639.384521
	Iteration 24Q: 3 clusters Score -324949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -324950.406250 Penalty: 2639.384521
	Iteration 25Q: 3 clusters Score -324950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -324950.406250 Penalty: 2639.384521
	Iteration 26F: 3 clusters Score -324950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Entering Unmasked Estep 
Score: -1034341.187500 Penalty: 1499.706909
	Iteration 0F: 2 clusters Score -1034341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1027081.312500 Penalty: 2999.413818
	Iteration 0F: 3 clusters Score -1027081 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1029522.937500 Penalty: 2999.413818
	Iteration 1F: 3 clusters Score -1029523 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1030130.375000 Penalty: 2999.413818
	Iteration 2F: 3 clusters Score -1030130 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1030794.000000 Penalty: 2999.413818
	Iteration 3F: 3 clusters Score -1030794 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1031374.500000 Penalty: 2999.413818
	Iteration 4F: 3 clusters Score -1031374 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1031812.187500 Penalty: 2999.413818
	Iteration 5F: 3 clusters Score -1031812 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1032098.375000 Penalty: 2999.413818
	Iteration 6F: 3 clusters Score -1032098 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1032276.500000 Penalty: 2999.413818
	Iteration 7Q: 3 clusters Score -1032276 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1032380.750000 Penalty: 2999.413818
	Iteration 8Q: 3 clusters Score -1032381 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1032449.250000 Penalty: 2999.413818
	Iteration 9Q: 3 clusters Score -1032449 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1032494.125000 Penalty: 2999.413818
	Iteration 10Q: 3 clusters Score -1032494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1032525.250000 Penalty: 2999.413818
	Iteration 11Q: 3 clusters Score -1032525 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1032550.750000 Penalty: 2999.413818
	Iteration 12Q: 3 clusters Score -1032551 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1032575.250000 Penalty: 2999.413818
	Iteration 13Q: 3 clusters Score -1032575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1032596.875000 Penalty: 2999.413818
	Iteration 14Q: 3 clusters Score -1032597 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1032623.750000 Penalty: 2999.413818
	Iteration 15Q: 3 clusters Score -1032624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1032659.375000 Penalty: 2999.413818
	Iteration 16Q: 3 clusters Score -1032659 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1032695.125000 Penalty: 2999.413818
	Iteration 17Q: 3 clusters Score -1032695 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1032739.687500 Penalty: 2999.413818
	Iteration 18Q: 3 clusters Score -1032740 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1032776.375000 Penalty: 2999.413818
	Iteration 19Q: 3 clusters Score -1032776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1032816.062500 Penalty: 2999.413818
	Iteration 20F: 3 clusters Score -1032816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1032863.062500 Penalty: 2999.413818
	Iteration 21Q: 3 clusters Score -1032863 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1032902.187500 Penalty: 2999.413818
	Iteration 22Q: 3 clusters Score -1032902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1032948.562500 Penalty: 2999.413818
	Iteration 23Q: 3 clusters Score -1032949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1032993.500000 Penalty: 2999.413818
	Iteration 24Q: 3 clusters Score -1032994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1033037.187500 Penalty: 2999.413818
	Iteration 25Q: 3 clusters Score -1033037 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1033089.375000 Penalty: 2999.413818
	Iteration 26Q: 3 clusters Score -1033089 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1033129.125000 Penalty: 2999.413818
	Iteration 27Q: 3 clusters Score -1033129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1033177.000000 Penalty: 2999.413818
	Iteration 28Q: 3 clusters Score -1033177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1033221.687500 Penalty: 2999.413818
	Iteration 29Q: 3 clusters Score -1033222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1033268.687500 Penalty: 2999.413818
	Iteration 30Q: 3 clusters Score -1033269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1033294.562500 Penalty: 2999.413818
	Iteration 31Q: 3 clusters Score -1033295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1033313.312500 Penalty: 2999.413818
	Iteration 32Q: 3 clusters Score -1033313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1033327.000000 Penalty: 2999.413818
	Iteration 33Q: 3 clusters Score -1033327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1033348.562500 Penalty: 2999.413818
	Iteration 34Q: 3 clusters Score -1033349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1033371.750000 Penalty: 2999.413818
	Iteration 35Q: 3 clusters Score -1033372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1033392.250000 Penalty: 2999.413818
	Iteration 36Q: 3 clusters Score -1033392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1033405.375000 Penalty: 2999.413818
	Iteration 37Q: 3 clusters Score -1033405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1033421.937500 Penalty: 2999.413818
	Iteration 38Q: 3 clusters Score -1033422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1033437.937500 Penalty: 2999.413818
	Iteration 39Q: 3 clusters Score -1033438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1033441.250000 Penalty: 2999.413818
	Iteration 40F: 3 clusters Score -1033441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1033447.312500 Penalty: 2999.413818
	Iteration 41Q: 3 clusters Score -1033447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1033452.625000 Penalty: 2999.413818
	Iteration 42Q: 3 clusters Score -1033453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1033456.875000 Penalty: 2999.413818
	Iteration 43Q: 3 clusters Score -1033457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1033462.500000 Penalty: 2999.413818
	Iteration 44Q: 3 clusters Score -1033462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1033465.062500 Penalty: 2999.413818
	Iteration 45Q: 3 clusters Score -1033465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1033467.437500 Penalty: 2999.413818
	Iteration 46Q: 3 clusters Score -1033467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1033472.437500 Penalty: 2999.413818
	Iteration 47Q: 3 clusters Score -1033472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1033475.687500 Penalty: 2999.413818
	Iteration 48Q: 3 clusters Score -1033476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1033479.000000 Penalty: 2999.413818
	Iteration 49Q: 3 clusters Score -1033479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1033479.875000 Penalty: 2999.413818
	Iteration 50Q: 3 clusters Score -1033480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1033480.375000 Penalty: 2999.413818
	Iteration 51Q: 3 clusters Score -1033480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1033480.500000 Penalty: 2999.413818
	Iteration 52Q: 3 clusters Score -1033480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1033481.000000 Penalty: 2999.413818
	Iteration 53Q: 3 clusters Score -1033481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1033481.000000 Penalty: 2999.413818
	Iteration 54F: 3 clusters Score -1033481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -271548.218750 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -271548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -268942.062500 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -268942.1 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -269734.687500 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -269734.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -269994.531250 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -269994.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -270251.906250 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -270251.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -270508.312500 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -270508.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -270730.312500 Penalty: 2577.433838
	Iteration 5F: 3 clusters Score -270730.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -270855.406250 Penalty: 2577.433838
	Iteration 6Q: 3 clusters Score -270855.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -270913.000000 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -270913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -270938.406250 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -270938.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -270952.843750 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -270952.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -270961.593750 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -270961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -270963.093750 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -270963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -270963.468750 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -270963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -270963.468750 Penalty: 2577.433838
	Iteration 13F: 3 clusters Score -270963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -533511.625000 Penalty: 1390.698364
	Iteration 0F: 2 clusters Score -533511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -529422.687500 Penalty: 2781.396729
	Iteration 0F: 3 clusters Score -529422.7 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -530782.625000 Penalty: 2781.396729
	Iteration 1F: 3 clusters Score -530782.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -531192.875000 Penalty: 2781.396729
	Iteration 2F: 3 clusters Score -531192.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -531518.625000 Penalty: 2781.396729
	Iteration 3F: 3 clusters Score -531518.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -531821.875000 Penalty: 2781.396729
	Iteration 4F: 3 clusters Score -531821.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -532135.375000 Penalty: 2781.396729
	Iteration 5F: 3 clusters Score -532135.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -532441.187500 Penalty: 2781.396729
	Iteration 6F: 3 clusters Score -532441.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -532702.125000 Penalty: 2781.396729
	Iteration 7Q: 3 clusters Score -532702.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -532919.875000 Penalty: 2781.396729
	Iteration 8Q: 3 clusters Score -532919.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -533039.562500 Penalty: 2781.396729
	Iteration 9Q: 3 clusters Score -533039.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -533114.625000 Penalty: 2781.396729
	Iteration 10Q: 3 clusters Score -533114.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -533164.937500 Penalty: 2781.396729
	Iteration 11Q: 3 clusters Score -533164.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -533208.687500 Penalty: 2781.396729
	Iteration 12Q: 3 clusters Score -533208.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -533240.125000 Penalty: 2781.396729
	Iteration 13Q: 3 clusters Score -533240.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -533254.125000 Penalty: 2781.396729
	Iteration 14Q: 3 clusters Score -533254.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -533260.187500 Penalty: 2781.396729
	Iteration 15Q: 3 clusters Score -533260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -533265.187500 Penalty: 2781.396729
	Iteration 16Q: 3 clusters Score -533265.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -533268.812500 Penalty: 2781.396729
	Iteration 17Q: 3 clusters Score -533268.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -533271.000000 Penalty: 2781.396729
	Iteration 18Q: 3 clusters Score -533271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -533272.750000 Penalty: 2781.396729
	Iteration 19Q: 3 clusters Score -533272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -533275.750000 Penalty: 2781.396729
	Iteration 20F: 3 clusters Score -533275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -533276.500000 Penalty: 2781.396729
	Iteration 21Q: 3 clusters Score -533276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -533277.812500 Penalty: 2781.396729
	Iteration 22Q: 3 clusters Score -533277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -533278.000000 Penalty: 2781.396729
	Iteration 23Q: 3 clusters Score -533278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -533279.437500 Penalty: 2781.396729
	Iteration 24Q: 3 clusters Score -533279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -533279.000000 Penalty: 2781.396729
	Iteration 25Q: 3 clusters Score -533279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -533279.000000 Penalty: 2781.396729
	Iteration 26F: 3 clusters Score -533279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Entering Unmasked Estep 
Score: -1336060.125000 Penalty: 1541.462769
	Iteration 0F: 2 clusters Score -1336060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1326933.375000 Penalty: 3082.925537
	Iteration 0F: 3 clusters Score -1326933 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1330132.000000 Penalty: 3082.925537
	Iteration 1F: 3 clusters Score -1330132 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1330648.875000 Penalty: 3082.925537
	Iteration 2F: 3 clusters Score -1330649 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1331159.250000 Penalty: 3082.925537
	Iteration 3F: 3 clusters Score -1331159 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1331632.750000 Penalty: 3082.925537
	Iteration 4F: 3 clusters Score -1331633 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1332077.875000 Penalty: 3082.925537
	Iteration 5F: 3 clusters Score -1332078 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1332475.000000 Penalty: 3082.925537
	Iteration 6F: 3 clusters Score -1332475 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1332829.000000 Penalty: 3082.925537
	Iteration 7Q: 3 clusters Score -1332829 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1333167.125000 Penalty: 3082.925537
	Iteration 8Q: 3 clusters Score -1333167 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1333459.500000 Penalty: 3082.925537
	Iteration 9Q: 3 clusters Score -1333460 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1333703.375000 Penalty: 3082.925537
	Iteration 10Q: 3 clusters Score -1333703 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1333898.125000 Penalty: 3082.925537
	Iteration 11Q: 3 clusters Score -1333898 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1334046.250000 Penalty: 3082.925537
	Iteration 12Q: 3 clusters Score -1334046 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1334158.875000 Penalty: 3082.925537
	Iteration 13Q: 3 clusters Score -1334159 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1334234.000000 Penalty: 3082.925537
	Iteration 14Q: 3 clusters Score -1334234 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1334289.875000 Penalty: 3082.925537
	Iteration 15Q: 3 clusters Score -1334290 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1334328.875000 Penalty: 3082.925537
	Iteration 16Q: 3 clusters Score -1334329 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1334372.500000 Penalty: 3082.925537
	Iteration 17Q: 3 clusters Score -1334372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1334396.500000 Penalty: 3082.925537
	Iteration 18Q: 3 clusters Score -1334396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1334419.000000 Penalty: 3082.925537
	Iteration 19Q: 3 clusters Score -1334419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1334436.500000 Penalty: 3082.925537
	Iteration 20F: 3 clusters Score -1334436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1334450.125000 Penalty: 3082.925537
	Iteration 21Q: 3 clusters Score -1334450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1334467.125000 Penalty: 3082.925537
	Iteration 22Q: 3 clusters Score -1334467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1334479.125000 Penalty: 3082.925537
	Iteration 23Q: 3 clusters Score -1334479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1334492.000000 Penalty: 3082.925537
	Iteration 24Q: 3 clusters Score -1334492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1334514.625000 Penalty: 3082.925537
	Iteration 25Q: 3 clusters Score -1334515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1334529.250000 Penalty: 3082.925537
	Iteration 26Q: 3 clusters Score -1334529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1334544.125000 Penalty: 3082.925537
	Iteration 27Q: 3 clusters Score -1334544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1334561.375000 Penalty: 3082.925537
	Iteration 28Q: 3 clusters Score -1334561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1334566.375000 Penalty: 3082.925537
	Iteration 29Q: 3 clusters Score -1334566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1334569.125000 Penalty: 3082.925537
	Iteration 30Q: 3 clusters Score -1334569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1334584.875000 Penalty: 3082.925537
	Iteration 31Q: 3 clusters Score -1334585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1334591.750000 Penalty: 3082.925537
	Iteration 32Q: 3 clusters Score -1334592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1334601.875000 Penalty: 3082.925537
	Iteration 33Q: 3 clusters Score -1334602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1334608.250000 Penalty: 3082.925537
	Iteration 34Q: 3 clusters Score -1334608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1334616.875000 Penalty: 3082.925537
	Iteration 35Q: 3 clusters Score -1334617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1334629.875000 Penalty: 3082.925537
	Iteration 36Q: 3 clusters Score -1334630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1334647.625000 Penalty: 3082.925537
	Iteration 37Q: 3 clusters Score -1334648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1334667.250000 Penalty: 3082.925537
	Iteration 38Q: 3 clusters Score -1334667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1334690.875000 Penalty: 3082.925537
	Iteration 39Q: 3 clusters Score -1334691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1334713.000000 Penalty: 3082.925537
	Iteration 40F: 3 clusters Score -1334713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1334732.000000 Penalty: 3082.925537
	Iteration 41Q: 3 clusters Score -1334732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1334760.375000 Penalty: 3082.925537
	Iteration 42Q: 3 clusters Score -1334760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1334781.750000 Penalty: 3082.925537
	Iteration 43Q: 3 clusters Score -1334782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1334800.375000 Penalty: 3082.925537
	Iteration 44Q: 3 clusters Score -1334800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1334822.750000 Penalty: 3082.925537
	Iteration 45Q: 3 clusters Score -1334823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1334843.750000 Penalty: 3082.925537
	Iteration 46Q: 3 clusters Score -1334844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1334863.750000 Penalty: 3082.925537
	Iteration 47Q: 3 clusters Score -1334864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1334886.750000 Penalty: 3082.925537
	Iteration 48Q: 3 clusters Score -1334887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1334916.625000 Penalty: 3082.925537
	Iteration 49Q: 3 clusters Score -1334917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1334936.750000 Penalty: 3082.925537
	Iteration 50Q: 3 clusters Score -1334937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1334963.250000 Penalty: 3082.925537
	Iteration 51Q: 3 clusters Score -1334963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1334984.250000 Penalty: 3082.925537
	Iteration 52Q: 3 clusters Score -1334984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1334999.000000 Penalty: 3082.925537
	Iteration 53Q: 3 clusters Score -1334999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1335023.000000 Penalty: 3082.925537
	Iteration 54Q: 3 clusters Score -1335023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1335039.875000 Penalty: 3082.925537
	Iteration 55Q: 3 clusters Score -1335040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1335056.750000 Penalty: 3082.925537
	Iteration 56Q: 3 clusters Score -1335057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1335074.000000 Penalty: 3082.925537
	Iteration 57Q: 3 clusters Score -1335074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1335089.250000 Penalty: 3082.925537
	Iteration 58Q: 3 clusters Score -1335089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1335116.750000 Penalty: 3082.925537
	Iteration 59Q: 3 clusters Score -1335117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1335136.125000 Penalty: 3082.925537
	Iteration 60F: 3 clusters Score -1335136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1335144.875000 Penalty: 3082.925537
	Iteration 61Q: 3 clusters Score -1335145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1335151.125000 Penalty: 3082.925537
	Iteration 62Q: 3 clusters Score -1335151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1335156.250000 Penalty: 3082.925537
	Iteration 63Q: 3 clusters Score -1335156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1335164.250000 Penalty: 3082.925537
	Iteration 64Q: 3 clusters Score -1335164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1335168.000000 Penalty: 3082.925537
	Iteration 65Q: 3 clusters Score -1335168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1335172.875000 Penalty: 3082.925537
	Iteration 66Q: 3 clusters Score -1335173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1335180.250000 Penalty: 3082.925537
	Iteration 67Q: 3 clusters Score -1335180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1335188.000000 Penalty: 3082.925537
	Iteration 68Q: 3 clusters Score -1335188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1335190.750000 Penalty: 3082.925537
	Iteration 69Q: 3 clusters Score -1335191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1335199.500000 Penalty: 3082.925537
	Iteration 70Q: 3 clusters Score -1335200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1335204.750000 Penalty: 3082.925537
	Iteration 71Q: 3 clusters Score -1335205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1335214.875000 Penalty: 3082.925537
	Iteration 72Q: 3 clusters Score -1335215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1335216.625000 Penalty: 3082.925537
	Iteration 73Q: 3 clusters Score -1335217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1335223.750000 Penalty: 3082.925537
	Iteration 74Q: 3 clusters Score -1335224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1335227.125000 Penalty: 3082.925537
	Iteration 75Q: 3 clusters Score -1335227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1335229.250000 Penalty: 3082.925537
	Iteration 76Q: 3 clusters Score -1335229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1335231.625000 Penalty: 3082.925537
	Iteration 77Q: 3 clusters Score -1335232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1335233.500000 Penalty: 3082.925537
	Iteration 78Q: 3 clusters Score -1335234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1335235.000000 Penalty: 3082.925537
	Iteration 79Q: 3 clusters Score -1335235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1335238.000000 Penalty: 3082.925537
	Iteration 80F: 3 clusters Score -1335238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1335239.500000 Penalty: 3082.925537
	Iteration 81Q: 3 clusters Score -1335240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1335240.625000 Penalty: 3082.925537
	Iteration 82Q: 3 clusters Score -1335241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1335241.125000 Penalty: 3082.925537
	Iteration 83Q: 3 clusters Score -1335241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1335241.125000 Penalty: 3082.925537
	Iteration 84F: 3 clusters Score -1335241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Entering Unmasked Estep 
Score: -1352004.000000 Penalty: 1533.135986
	Iteration 0F: 2 clusters Score -1352004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1343226.375000 Penalty: 3066.271973
	Iteration 0F: 3 clusters Score -1343226 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1346594.125000 Penalty: 3066.271973
	Iteration 1F: 3 clusters Score -1346594 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1347154.750000 Penalty: 3066.271973
	Iteration 2F: 3 clusters Score -1347155 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1347647.250000 Penalty: 3066.271973
	Iteration 3F: 3 clusters Score -1347647 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1348163.000000 Penalty: 3066.271973
	Iteration 4F: 3 clusters Score -1348163 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1348608.875000 Penalty: 3066.271973
	Iteration 5F: 3 clusters Score -1348609 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1349007.500000 Penalty: 3066.271973
	Iteration 6Q: 3 clusters Score -1349008 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1349321.000000 Penalty: 3066.271973
	Iteration 7Q: 3 clusters Score -1349321 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1349609.375000 Penalty: 3066.271973
	Iteration 8Q: 3 clusters Score -1349609 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1349880.125000 Penalty: 3066.271973
	Iteration 9Q: 3 clusters Score -1349880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1350102.000000 Penalty: 3066.271973
	Iteration 10Q: 3 clusters Score -1350102 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1350271.500000 Penalty: 3066.271973
	Iteration 11Q: 3 clusters Score -1350272 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1350396.250000 Penalty: 3066.271973
	Iteration 12Q: 3 clusters Score -1350396 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1350477.000000 Penalty: 3066.271973
	Iteration 13Q: 3 clusters Score -1350477 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1350547.125000 Penalty: 3066.271973
	Iteration 14Q: 3 clusters Score -1350547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1350604.875000 Penalty: 3066.271973
	Iteration 15Q: 3 clusters Score -1350605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1350658.875000 Penalty: 3066.271973
	Iteration 16Q: 3 clusters Score -1350659 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1350701.375000 Penalty: 3066.271973
	Iteration 17Q: 3 clusters Score -1350701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1350724.875000 Penalty: 3066.271973
	Iteration 18Q: 3 clusters Score -1350725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1350731.875000 Penalty: 3066.271973
	Iteration 19Q: 3 clusters Score -1350732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1350743.875000 Penalty: 3066.271973
	Iteration 20F: 3 clusters Score -1350744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1350751.750000 Penalty: 3066.271973
	Iteration 21Q: 3 clusters Score -1350752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1350764.500000 Penalty: 3066.271973
	Iteration 22Q: 3 clusters Score -1350764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1350769.250000 Penalty: 3066.271973
	Iteration 23Q: 3 clusters Score -1350769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1350774.250000 Penalty: 3066.271973
	Iteration 24Q: 3 clusters Score -1350774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1350777.125000 Penalty: 3066.271973
	Iteration 25Q: 3 clusters Score -1350777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1350781.875000 Penalty: 3066.271973
	Iteration 26Q: 3 clusters Score -1350782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1350781.250000 Penalty: 3066.271973
	Iteration 27Q: 3 clusters Score -1350781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1350781.125000 Penalty: 3066.271973
	Iteration 28Q: 3 clusters Score -1350781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1350784.125000 Penalty: 3066.271973
	Iteration 29Q: 3 clusters Score -1350784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1350786.375000 Penalty: 3066.271973
	Iteration 30Q: 3 clusters Score -1350786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1350787.875000 Penalty: 3066.271973
	Iteration 31Q: 3 clusters Score -1350788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1350788.750000 Penalty: 3066.271973
	Iteration 32Q: 3 clusters Score -1350789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1350788.250000 Penalty: 3066.271973
	Iteration 33Q: 3 clusters Score -1350788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1350789.750000 Penalty: 3066.271973
	Iteration 34Q: 3 clusters Score -1350790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1350792.750000 Penalty: 3066.271973
	Iteration 35Q: 3 clusters Score -1350793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1350793.625000 Penalty: 3066.271973
	Iteration 36Q: 3 clusters Score -1350794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1350798.000000 Penalty: 3066.271973
	Iteration 37Q: 3 clusters Score -1350798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1350800.500000 Penalty: 3066.271973
	Iteration 38Q: 3 clusters Score -1350800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1350803.125000 Penalty: 3066.271973
	Iteration 39Q: 3 clusters Score -1350803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1350802.875000 Penalty: 3066.271973
	Iteration 40F: 3 clusters Score -1350803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1350804.750000 Penalty: 3066.271973
	Iteration 41Q: 3 clusters Score -1350805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1350812.250000 Penalty: 3066.271973
	Iteration 42Q: 3 clusters Score -1350812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1350817.750000 Penalty: 3066.271973
	Iteration 43Q: 3 clusters Score -1350818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1350823.125000 Penalty: 3066.271973
	Iteration 44Q: 3 clusters Score -1350823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1350823.500000 Penalty: 3066.271973
	Iteration 45Q: 3 clusters Score -1350824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1350826.625000 Penalty: 3066.271973
	Iteration 46Q: 3 clusters Score -1350827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1350827.750000 Penalty: 3066.271973
	Iteration 47Q: 3 clusters Score -1350828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1350827.250000 Penalty: 3066.271973
	Iteration 48Q: 3 clusters Score -1350827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1350827.250000 Penalty: 3066.271973
	Iteration 49Q: 3 clusters Score -1350827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1350826.875000 Penalty: 3066.271973
	Iteration 50Q: 3 clusters Score -1350827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1350828.000000 Penalty: 3066.271973
	Iteration 51Q: 3 clusters Score -1350828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1350828.000000 Penalty: 3066.271973
	Iteration 52F: 3 clusters Score -1350828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Entering Unmasked Estep 
Score: -1154688.750000 Penalty: 1519.758667
	Iteration 0F: 2 clusters Score -1154689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1146637.750000 Penalty: 3039.517334
	Iteration 0F: 3 clusters Score -1146638 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1149287.875000 Penalty: 3039.517334
	Iteration 1F: 3 clusters Score -1149288 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1149623.125000 Penalty: 3039.517334
	Iteration 2F: 3 clusters Score -1149623 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1149913.625000 Penalty: 3039.517334
	Iteration 3F: 3 clusters Score -1149914 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1150198.875000 Penalty: 3039.517334
	Iteration 4Q: 3 clusters Score -1150199 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1150505.875000 Penalty: 3039.517334
	Iteration 5Q: 3 clusters Score -1150506 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1150906.000000 Penalty: 3039.517334
	Iteration 6F: 3 clusters Score -1150906 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1151295.125000 Penalty: 3039.517334
	Iteration 7F: 3 clusters Score -1151295 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1151671.125000 Penalty: 3039.517334
	Iteration 8F: 3 clusters Score -1151671 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1152032.750000 Penalty: 3039.517334
	Iteration 9Q: 3 clusters Score -1152033 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1152362.500000 Penalty: 3039.517334
	Iteration 10Q: 3 clusters Score -1152362 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1152590.500000 Penalty: 3039.517334
	Iteration 11Q: 3 clusters Score -1152590 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1152748.375000 Penalty: 3039.517334
	Iteration 12Q: 3 clusters Score -1152748 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1152852.250000 Penalty: 3039.517334
	Iteration 13Q: 3 clusters Score -1152852 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1152929.500000 Penalty: 3039.517334
	Iteration 14Q: 3 clusters Score -1152930 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1153013.000000 Penalty: 3039.517334
	Iteration 15Q: 3 clusters Score -1153013 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1153083.750000 Penalty: 3039.517334
	Iteration 16Q: 3 clusters Score -1153084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1153149.500000 Penalty: 3039.517334
	Iteration 17Q: 3 clusters Score -1153150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1153195.875000 Penalty: 3039.517334
	Iteration 18Q: 3 clusters Score -1153196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1153230.000000 Penalty: 3039.517334
	Iteration 19Q: 3 clusters Score -1153230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1153255.250000 Penalty: 3039.517334
	Iteration 20F: 3 clusters Score -1153255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1153277.375000 Penalty: 3039.517334
	Iteration 21Q: 3 clusters Score -1153277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1153296.500000 Penalty: 3039.517334
	Iteration 22Q: 3 clusters Score -1153296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1153311.375000 Penalty: 3039.517334
	Iteration 23Q: 3 clusters Score -1153311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1153326.000000 Penalty: 3039.517334
	Iteration 24Q: 3 clusters Score -1153326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1153337.750000 Penalty: 3039.517334
	Iteration 25Q: 3 clusters Score -1153338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1153349.750000 Penalty: 3039.517334
	Iteration 26Q: 3 clusters Score -1153350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1153358.500000 Penalty: 3039.517334
	Iteration 27Q: 3 clusters Score -1153358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1153380.875000 Penalty: 3039.517334
	Iteration 28Q: 3 clusters Score -1153381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1153389.750000 Penalty: 3039.517334
	Iteration 29Q: 3 clusters Score -1153390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1153397.125000 Penalty: 3039.517334
	Iteration 30Q: 3 clusters Score -1153397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1153403.875000 Penalty: 3039.517334
	Iteration 31Q: 3 clusters Score -1153404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1153409.250000 Penalty: 3039.517334
	Iteration 32Q: 3 clusters Score -1153409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1153414.250000 Penalty: 3039.517334
	Iteration 33Q: 3 clusters Score -1153414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1153420.125000 Penalty: 3039.517334
	Iteration 34Q: 3 clusters Score -1153420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1153424.625000 Penalty: 3039.517334
	Iteration 35Q: 3 clusters Score -1153425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1153432.375000 Penalty: 3039.517334
	Iteration 36Q: 3 clusters Score -1153432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1153447.125000 Penalty: 3039.517334
	Iteration 37Q: 3 clusters Score -1153447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1153457.000000 Penalty: 3039.517334
	Iteration 38Q: 3 clusters Score -1153457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1153467.625000 Penalty: 3039.517334
	Iteration 39Q: 3 clusters Score -1153468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1153472.500000 Penalty: 3039.517334
	Iteration 40F: 3 clusters Score -1153472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1153476.750000 Penalty: 3039.517334
	Iteration 41Q: 3 clusters Score -1153477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1153477.750000 Penalty: 3039.517334
	Iteration 42Q: 3 clusters Score -1153478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1153481.375000 Penalty: 3039.517334
	Iteration 43Q: 3 clusters Score -1153481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1153484.000000 Penalty: 3039.517334
	Iteration 44Q: 3 clusters Score -1153484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1153486.500000 Penalty: 3039.517334
	Iteration 45Q: 3 clusters Score -1153486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1153489.125000 Penalty: 3039.517334
	Iteration 46Q: 3 clusters Score -1153489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1153495.250000 Penalty: 3039.517334
	Iteration 47Q: 3 clusters Score -1153495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1153496.000000 Penalty: 3039.517334
	Iteration 48Q: 3 clusters Score -1153496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1153497.500000 Penalty: 3039.517334
	Iteration 49Q: 3 clusters Score -1153498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1153499.750000 Penalty: 3039.517334
	Iteration 50Q: 3 clusters Score -1153500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1153500.875000 Penalty: 3039.517334
	Iteration 51Q: 3 clusters Score -1153501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1153501.000000 Penalty: 3039.517334
	Iteration 52Q: 3 clusters Score -1153501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1153501.000000 Penalty: 3039.517334
	Iteration 53Q: 3 clusters Score -1153501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1153501.625000 Penalty: 3039.517334
	Iteration 54Q: 3 clusters Score -1153502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1153504.625000 Penalty: 3039.517334
	Iteration 55Q: 3 clusters Score -1153505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1153509.125000 Penalty: 3039.517334
	Iteration 56Q: 3 clusters Score -1153509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1153512.000000 Penalty: 3039.517334
	Iteration 57Q: 3 clusters Score -1153512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1153516.500000 Penalty: 3039.517334
	Iteration 58Q: 3 clusters Score -1153516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1153516.750000 Penalty: 3039.517334
	Iteration 59Q: 3 clusters Score -1153517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1153525.000000 Penalty: 3039.517334
	Iteration 60F: 3 clusters Score -1153525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1153526.625000 Penalty: 3039.517334
	Iteration 61Q: 3 clusters Score -1153527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1153528.750000 Penalty: 3039.517334
	Iteration 62Q: 3 clusters Score -1153529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1153528.375000 Penalty: 3039.517334
	Iteration 63Q: 3 clusters Score -1153528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1153529.625000 Penalty: 3039.517334
	Iteration 64Q: 3 clusters Score -1153530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1153529.625000 Penalty: 3039.517334
	Iteration 65F: 3 clusters Score -1153530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -698058.250000 Penalty: 1425.171143
	Iteration 0F: 2 clusters Score -698058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -693209.937500 Penalty: 2850.342285
	Iteration 0F: 3 clusters Score -693209.9 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -694664.500000 Penalty: 2850.342285
	Iteration 1F: 3 clusters Score -694664.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -694933.187500 Penalty: 2850.342285
	Iteration 2F: 3 clusters Score -694933.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -695151.812500 Penalty: 2850.342285
	Iteration 3F: 3 clusters Score -695151.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -695350.187500 Penalty: 2850.342285
	Iteration 4F: 3 clusters Score -695350.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -695530.062500 Penalty: 2850.342285
	Iteration 5Q: 3 clusters Score -695530.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -695717.312500 Penalty: 2850.342285
	Iteration 6Q: 3 clusters Score -695717.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -695948.875000 Penalty: 2850.342285
	Iteration 7Q: 3 clusters Score -695948.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -696205.750000 Penalty: 2850.342285
	Iteration 8Q: 3 clusters Score -696205.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -696421.187500 Penalty: 2850.342285
	Iteration 9Q: 3 clusters Score -696421.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -696593.500000 Penalty: 2850.342285
	Iteration 10Q: 3 clusters Score -696593.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -696697.500000 Penalty: 2850.342285
	Iteration 11Q: 3 clusters Score -696697.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -696767.687500 Penalty: 2850.342285
	Iteration 12Q: 3 clusters Score -696767.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -696819.437500 Penalty: 2850.342285
	Iteration 13Q: 3 clusters Score -696819.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -696861.375000 Penalty: 2850.342285
	Iteration 14Q: 3 clusters Score -696861.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -696886.562500 Penalty: 2850.342285
	Iteration 15Q: 3 clusters Score -696886.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -696902.562500 Penalty: 2850.342285
	Iteration 16Q: 3 clusters Score -696902.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -696912.437500 Penalty: 2850.342285
	Iteration 17Q: 3 clusters Score -696912.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -696921.125000 Penalty: 2850.342285
	Iteration 18Q: 3 clusters Score -696921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -696923.437500 Penalty: 2850.342285
	Iteration 19Q: 3 clusters Score -696923.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -696928.875000 Penalty: 2850.342285
	Iteration 20F: 3 clusters Score -696928.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -696932.437500 Penalty: 2850.342285
	Iteration 21Q: 3 clusters Score -696932.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -696935.937500 Penalty: 2850.342285
	Iteration 22Q: 3 clusters Score -696935.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -696939.062500 Penalty: 2850.342285
	Iteration 23Q: 3 clusters Score -696939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -696948.250000 Penalty: 2850.342285
	Iteration 24Q: 3 clusters Score -696948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -696950.875000 Penalty: 2850.342285
	Iteration 25Q: 3 clusters Score -696950.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -696959.250000 Penalty: 2850.342285
	Iteration 26Q: 3 clusters Score -696959.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -696966.875000 Penalty: 2850.342285
	Iteration 27Q: 3 clusters Score -696966.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -696975.750000 Penalty: 2850.342285
	Iteration 28Q: 3 clusters Score -696975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -696988.062500 Penalty: 2850.342285
	Iteration 29Q: 3 clusters Score -696988.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -697005.000000 Penalty: 2850.342285
	Iteration 30Q: 3 clusters Score -697005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -697014.562500 Penalty: 2850.342285
	Iteration 31Q: 3 clusters Score -697014.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -697024.875000 Penalty: 2850.342285
	Iteration 32Q: 3 clusters Score -697024.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -697030.562500 Penalty: 2850.342285
	Iteration 33Q: 3 clusters Score -697030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -697036.000000 Penalty: 2850.342285
	Iteration 34Q: 3 clusters Score -697036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -697044.875000 Penalty: 2850.342285
	Iteration 35Q: 3 clusters Score -697044.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -697050.500000 Penalty: 2850.342285
	Iteration 36Q: 3 clusters Score -697050.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -697057.312500 Penalty: 2850.342285
	Iteration 37Q: 3 clusters Score -697057.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -697063.437500 Penalty: 2850.342285
	Iteration 38Q: 3 clusters Score -697063.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -697070.000000 Penalty: 2850.342285
	Iteration 39Q: 3 clusters Score -697070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -697074.000000 Penalty: 2850.342285
	Iteration 40F: 3 clusters Score -697074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -697077.562500 Penalty: 2850.342285
	Iteration 41Q: 3 clusters Score -697077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -697083.250000 Penalty: 2850.342285
	Iteration 42Q: 3 clusters Score -697083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -697082.562500 Penalty: 2850.342285
	Iteration 43Q: 3 clusters Score -697082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -697084.375000 Penalty: 2850.342285
	Iteration 44Q: 3 clusters Score -697084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -697083.562500 Penalty: 2850.342285
	Iteration 45Q: 3 clusters Score -697083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -697084.312500 Penalty: 2850.342285
	Iteration 46Q: 3 clusters Score -697084.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -697084.312500 Penalty: 2850.342285
	Iteration 47F: 3 clusters Score -697084.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Entering Unmasked Estep 
Score: -6897968.500000 Penalty: 1805.423096
	Iteration 0F: 2 clusters Score -6897968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -6853451.000000 Penalty: 3610.846191
	Iteration 0F: 3 clusters Score -6853451 nChanged 31545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -6871846.500000 Penalty: 3610.846191
	Iteration 1F: 3 clusters Score -6871846 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -6872797.500000 Penalty: 3610.846191
	Iteration 2Q: 3 clusters Score -6872798 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -6874227.000000 Penalty: 3610.846191
	Iteration 3Q: 3 clusters Score -6874227 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -6876216.500000 Penalty: 3610.846191
	Iteration 4F: 3 clusters Score -6876216 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -6879168.500000 Penalty: 3610.846191
	Iteration 5F: 3 clusters Score -6879168 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -6882923.500000 Penalty: 3610.846191
	Iteration 6F: 3 clusters Score -6882924 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6886432.500000 Penalty: 3610.846191
	Iteration 7F: 3 clusters Score -6886432 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6888755.000000 Penalty: 3610.846191
	Iteration 8F: 3 clusters Score -6888755 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -6889994.000000 Penalty: 3610.846191
	Iteration 9Q: 3 clusters Score -6889994 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -6890809.500000 Penalty: 3610.846191
	Iteration 10Q: 3 clusters Score -6890810 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -6891530.500000 Penalty: 3610.846191
	Iteration 11Q: 3 clusters Score -6891530 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -6892250.500000 Penalty: 3610.846191
	Iteration 12Q: 3 clusters Score -6892250 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -6893000.000000 Penalty: 3610.846191
	Iteration 13Q: 3 clusters Score -6893000 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -6893840.500000 Penalty: 3610.846191
	Iteration 14Q: 3 clusters Score -6893840 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6894604.500000 Penalty: 3610.846191
	Iteration 15Q: 3 clusters Score -6894604 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6895346.000000 Penalty: 3610.846191
	Iteration 16Q: 3 clusters Score -6895346 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6896043.000000 Penalty: 3610.846191
	Iteration 17Q: 3 clusters Score -6896043 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -6896560.000000 Penalty: 3610.846191
	Iteration 18Q: 3 clusters Score -6896560 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -6896928.500000 Penalty: 3610.846191
	Iteration 19Q: 3 clusters Score -6896928 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -6897223.500000 Penalty: 3610.846191
	Iteration 20F: 3 clusters Score -6897224 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6897466.500000 Penalty: 3610.846191
	Iteration 21Q: 3 clusters Score -6897466 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -6897614.500000 Penalty: 3610.846191
	Iteration 22Q: 3 clusters Score -6897614 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -6897716.500000 Penalty: 3610.846191
	Iteration 23Q: 3 clusters Score -6897716 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -6897822.500000 Penalty: 3610.846191
	Iteration 24Q: 3 clusters Score -6897822 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6897856.500000 Penalty: 3610.846191
	Iteration 25Q: 3 clusters Score -6897856 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -6897896.000000 Penalty: 3610.846191
	Iteration 26Q: 3 clusters Score -6897896 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -6897954.500000 Penalty: 3610.846191
	Iteration 27Q: 3 clusters Score -6897954 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -6897978.000000 Penalty: 3610.846191
	Iteration 28Q: 3 clusters Score -6897978 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -6897999.000000 Penalty: 3610.846191
	Iteration 29Q: 3 clusters Score -6897999 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -6898021.000000 Penalty: 3610.846191
	Iteration 30Q: 3 clusters Score -6898021 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -6898031.500000 Penalty: 3610.846191
	Iteration 31Q: 3 clusters Score -6898032 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -6898060.500000 Penalty: 3610.846191
	Iteration 32Q: 3 clusters Score -6898060 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -6898101.500000 Penalty: 3610.846191
	Iteration 33Q: 3 clusters Score -6898102 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6898104.500000 Penalty: 3610.846191
	Iteration 34Q: 3 clusters Score -6898104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -6898095.500000 Penalty: 3610.846191
	Iteration 35Q: 3 clusters Score -6898096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -6898110.000000 Penalty: 3610.846191
	Iteration 36Q: 3 clusters Score -6898110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -6898126.500000 Penalty: 3610.846191
	Iteration 37Q: 3 clusters Score -6898126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -6898143.500000 Penalty: 3610.846191
	Iteration 38Q: 3 clusters Score -6898144 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -6898134.500000 Penalty: 3610.846191
	Iteration 39Q: 3 clusters Score -6898134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -6898130.500000 Penalty: 3610.846191
	Iteration 40F: 3 clusters Score -6898130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -6898150.500000 Penalty: 3610.846191
	Iteration 41Q: 3 clusters Score -6898150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -6898145.500000 Penalty: 3610.846191
	Iteration 42Q: 3 clusters Score -6898146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6898149.000000 Penalty: 3610.846191
	Iteration 43Q: 3 clusters Score -6898149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -6898157.000000 Penalty: 3610.846191
	Iteration 44Q: 3 clusters Score -6898157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -6898164.000000 Penalty: 3610.846191
	Iteration 45Q: 3 clusters Score -6898164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -6898165.000000 Penalty: 3610.846191
	Iteration 46Q: 3 clusters Score -6898165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -6898161.000000 Penalty: 3610.846191
	Iteration 47Q: 3 clusters Score -6898161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -6898162.000000 Penalty: 3610.846191
	Iteration 48Q: 3 clusters Score -6898162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -6898158.000000 Penalty: 3610.846191
	Iteration 49Q: 3 clusters Score -6898158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -6898161.500000 Penalty: 3610.846191
	Iteration 50Q: 3 clusters Score -6898162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -6898160.000000 Penalty: 3610.846191
	Iteration 51Q: 3 clusters Score -6898160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -6898170.500000 Penalty: 3610.846191
	Iteration 52Q: 3 clusters Score -6898170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -6898180.500000 Penalty: 3610.846191
	Iteration 53Q: 3 clusters Score -6898180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -6898181.000000 Penalty: 3610.846191
	Iteration 54Q: 3 clusters Score -6898181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -6898171.500000 Penalty: 3610.846191
	Iteration 55Q: 3 clusters Score -6898172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -6898182.000000 Penalty: 3610.846191
	Iteration 56Q: 3 clusters Score -6898182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -6898179.500000 Penalty: 3610.846191
	Iteration 57Q: 3 clusters Score -6898180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6898178.500000 Penalty: 3610.846191
	Iteration 58Q: 3 clusters Score -6898178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -6898164.000000 Penalty: 3610.846191
	Iteration 59Q: 3 clusters Score -6898164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6898163.500000 Penalty: 3610.846191
	Iteration 60F: 3 clusters Score -6898164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -6898177.500000 Penalty: 3610.846191
	Iteration 61Q: 3 clusters Score -6898178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -6898181.500000 Penalty: 3610.846191
	Iteration 62Q: 3 clusters Score -6898182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -6898176.000000 Penalty: 3610.846191
	Iteration 63Q: 3 clusters Score -6898176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -6898182.500000 Penalty: 3610.846191
	Iteration 64Q: 3 clusters Score -6898182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -6898168.500000 Penalty: 3610.846191
	Iteration 65Q: 3 clusters Score -6898168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -6898165.500000 Penalty: 3610.846191
	Iteration 66Q: 3 clusters Score -6898166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -6898169.000000 Penalty: 3610.846191
	Iteration 67Q: 3 clusters Score -6898169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -6898176.500000 Penalty: 3610.846191
	Iteration 68Q: 3 clusters Score -6898176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -6898173.500000 Penalty: 3610.846191
	Iteration 69Q: 3 clusters Score -6898174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6898166.500000 Penalty: 3610.846191
	Iteration 70Q: 3 clusters Score -6898166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6898158.000000 Penalty: 3610.846191
	Iteration 71Q: 3 clusters Score -6898158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -6898157.500000 Penalty: 3610.846191
	Iteration 72Q: 3 clusters Score -6898158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6898158.500000 Penalty: 3610.846191
	Iteration 73Q: 3 clusters Score -6898158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -6898157.000000 Penalty: 3610.846191
	Iteration 74Q: 3 clusters Score -6898157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -6898154.500000 Penalty: 3610.846191
	Iteration 75Q: 3 clusters Score -6898154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -6898167.000000 Penalty: 3610.846191
	Iteration 76Q: 3 clusters Score -6898167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -6898164.000000 Penalty: 3610.846191
	Iteration 77Q: 3 clusters Score -6898164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -6898166.500000 Penalty: 3610.846191
	Iteration 78Q: 3 clusters Score -6898166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -6898162.500000 Penalty: 3610.846191
	Iteration 79Q: 3 clusters Score -6898162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -6898151.500000 Penalty: 3610.846191
	Iteration 80F: 3 clusters Score -6898152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -6898157.500000 Penalty: 3610.846191
	Iteration 81Q: 3 clusters Score -6898158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -6898162.500000 Penalty: 3610.846191
	Iteration 82Q: 3 clusters Score -6898162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -6898164.500000 Penalty: 3610.846191
	Iteration 83Q: 3 clusters Score -6898164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -6898159.000000 Penalty: 3610.846191
	Iteration 84Q: 3 clusters Score -6898159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -6898165.000000 Penalty: 3610.846191
	Iteration 85Q: 3 clusters Score -6898165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -6898165.000000 Penalty: 3610.846191
	Iteration 86Q: 3 clusters Score -6898165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -6898167.500000 Penalty: 3610.846191
	Iteration 87Q: 3 clusters Score -6898168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -6898159.500000 Penalty: 3610.846191
	Iteration 88Q: 3 clusters Score -6898160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -6898161.500000 Penalty: 3610.846191
	Iteration 89Q: 3 clusters Score -6898162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -6898165.500000 Penalty: 3610.846191
	Iteration 90Q: 3 clusters Score -6898166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -6898161.500000 Penalty: 3610.846191
	Iteration 91Q: 3 clusters Score -6898162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -6898164.500000 Penalty: 3610.846191
	Iteration 92Q: 3 clusters Score -6898164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -6898166.500000 Penalty: 3610.846191
	Iteration 93Q: 3 clusters Score -6898166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -6898172.000000 Penalty: 3610.846191
	Iteration 94Q: 3 clusters Score -6898172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6898172.500000 Penalty: 3610.846191
	Iteration 95Q: 3 clusters Score -6898172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6898172.500000 Penalty: 3610.846191
	Iteration 96F: 3 clusters Score -6898172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 49413 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 180035 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 120846 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 17443 members 
Entering Unmasked Estep 
Score: -101010344.000000 Penalty: 67219.984375
Splitting cluster 18 changes total score from -101011168.000000 to -101010344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (180496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180496 members 
Entering Unmasked Estep 
Score: -19535836.000000 Penalty: 1966.812866
	Iteration 0F: 2 clusters Score -1.953584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -19438764.000000 Penalty: 3933.625732
	Iteration 0F: 3 clusters Score -1.943876e+07 nChanged 87320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -19490350.000000 Penalty: 3933.625732
	Iteration 1F: 3 clusters Score -1.949035e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -19491516.000000 Penalty: 3933.625732
	Iteration 2Q: 3 clusters Score -1.949152e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -19492826.000000 Penalty: 3933.625732
	Iteration 3Q: 3 clusters Score -1.949283e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -19495072.000000 Penalty: 3933.625732
	Iteration 4Q: 3 clusters Score -1.949507e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -19498420.000000 Penalty: 3933.625732
	Iteration 5Q: 3 clusters Score -1.949842e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -19504310.000000 Penalty: 3933.625732
	Iteration 6F: 3 clusters Score -1.950431e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -19513034.000000 Penalty: 3933.625732
	Iteration 7F: 3 clusters Score -1.951303e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -19521804.000000 Penalty: 3933.625732
	Iteration 8F: 3 clusters Score -1.95218e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -19526448.000000 Penalty: 3933.625732
	Iteration 9F: 3 clusters Score -1.952645e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -19528270.000000 Penalty: 3933.625732
	Iteration 10Q: 3 clusters Score -1.952827e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -19528938.000000 Penalty: 3933.625732
	Iteration 11Q: 3 clusters Score -1.952894e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -19529584.000000 Penalty: 3933.625732
	Iteration 12Q: 3 clusters Score -1.952958e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -19530114.000000 Penalty: 3933.625732
	Iteration 13Q: 3 clusters Score -1.953011e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -19530638.000000 Penalty: 3933.625732
	Iteration 14Q: 3 clusters Score -1.953064e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -19531214.000000 Penalty: 3933.625732
	Iteration 15Q: 3 clusters Score -1.953121e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -19531826.000000 Penalty: 3933.625732
	Iteration 16Q: 3 clusters Score -1.953183e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -19532482.000000 Penalty: 3933.625732
	Iteration 17Q: 3 clusters Score -1.953248e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 118414 members 
Entering Unmasked Estep 
Score: -19533120.000000 Penalty: 3933.625732
	Iteration 18Q: 3 clusters Score -1.953312e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -19533826.000000 Penalty: 3933.625732
	Iteration 19Q: 3 clusters Score -1.953383e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 124767 members 
Entering Unmasked Estep 
Score: -19534492.000000 Penalty: 3933.625732
	Iteration 20F: 3 clusters Score -1.953449e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -19535364.000000 Penalty: 3933.625732
	Iteration 21Q: 3 clusters Score -1.953536e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -19535986.000000 Penalty: 3933.625732
	Iteration 22Q: 3 clusters Score -1.953599e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -19536656.000000 Penalty: 3933.625732
	Iteration 23Q: 3 clusters Score -1.953666e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -19537446.000000 Penalty: 3933.625732
	Iteration 24Q: 3 clusters Score -1.953745e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 140561 members 
Entering Unmasked Estep 
Score: -19538114.000000 Penalty: 3933.625732
	Iteration 25Q: 3 clusters Score -1.953811e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -19538684.000000 Penalty: 3933.625732
	Iteration 26Q: 3 clusters Score -1.953868e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -19539438.000000 Penalty: 3933.625732
	Iteration 27Q: 3 clusters Score -1.953944e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 150692 members 
Entering Unmasked Estep 
Score: -19539876.000000 Penalty: 3933.625732
	Iteration 28Q: 3 clusters Score -1.953988e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 153930 members 
Entering Unmasked Estep 
Score: -19540362.000000 Penalty: 3933.625732
	Iteration 29Q: 3 clusters Score -1.954036e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 156972 members 
Entering Unmasked Estep 
Score: -19540888.000000 Penalty: 3933.625732
	Iteration 30Q: 3 clusters Score -1.954089e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -19541246.000000 Penalty: 3933.625732
	Iteration 31Q: 3 clusters Score -1.954125e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -19541642.000000 Penalty: 3933.625732
	Iteration 32Q: 3 clusters Score -1.954164e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 164780 members 
Entering Unmasked Estep 
Score: -19542002.000000 Penalty: 3933.625732
	Iteration 33Q: 3 clusters Score -1.9542e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 166763 members 
Entering Unmasked Estep 
Score: -19542124.000000 Penalty: 3933.625732
	Iteration 34Q: 3 clusters Score -1.954212e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 168476 members 
Entering Unmasked Estep 
Score: -19542288.000000 Penalty: 3933.625732
	Iteration 35Q: 3 clusters Score -1.954229e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -19541810.000000 Penalty: 3933.625732
	Iteration 36Q: 3 clusters Score -1.954181e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -19541286.000000 Penalty: 3933.625732
	Iteration 37Q: 3 clusters Score -1.954129e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 172113 members 
Entering Unmasked Estep 
Score: -19541088.000000 Penalty: 3933.625732
	Iteration 38Q: 3 clusters Score -1.954109e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 172894 members 
Entering Unmasked Estep 
Score: -19540872.000000 Penalty: 3933.625732
	Iteration 39Q: 3 clusters Score -1.954087e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 173561 members 
Entering Unmasked Estep 
Score: -19540852.000000 Penalty: 3933.625732
	Iteration 40F: 3 clusters Score -1.954085e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 174505 members 
Entering Unmasked Estep 
Score: -19540350.000000 Penalty: 3933.625732
	Iteration 41Q: 3 clusters Score -1.954035e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 175261 members 
Entering Unmasked Estep 
Score: -19539832.000000 Penalty: 3933.625732
	Iteration 42Q: 3 clusters Score -1.953983e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 175886 members 
Entering Unmasked Estep 
Score: -19539318.000000 Penalty: 3933.625732
	Iteration 43Q: 3 clusters Score -1.953932e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 176428 members 
Entering Unmasked Estep 
Score: -19538734.000000 Penalty: 3933.625732
	Iteration 44Q: 3 clusters Score -1.953873e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -19538344.000000 Penalty: 3933.625732
	Iteration 45Q: 3 clusters Score -1.953834e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 177164 members 
Entering Unmasked Estep 
Score: -19537918.000000 Penalty: 3933.625732
	Iteration 46Q: 3 clusters Score -1.953792e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -19537624.000000 Penalty: 3933.625732
	Iteration 47Q: 3 clusters Score -1.953762e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 177707 members 
Entering Unmasked Estep 
Score: -19537362.000000 Penalty: 3933.625732
	Iteration 48Q: 3 clusters Score -1.953736e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 177882 members 
Entering Unmasked Estep 
Score: -19537238.000000 Penalty: 3933.625732
	Iteration 49Q: 3 clusters Score -1.953724e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -19537124.000000 Penalty: 3933.625732
	Iteration 50Q: 3 clusters Score -1.953712e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 178140 members 
Entering Unmasked Estep 
Score: -19536986.000000 Penalty: 3933.625732
	Iteration 51Q: 3 clusters Score -1.953699e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 178224 members 
Entering Unmasked Estep 
Score: -19536878.000000 Penalty: 3933.625732
	Iteration 52Q: 3 clusters Score -1.953688e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 178304 members 
Entering Unmasked Estep 
Score: -19536744.000000 Penalty: 3933.625732
	Iteration 53Q: 3 clusters Score -1.953674e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 178375 members 
Entering Unmasked Estep 
Score: -19536666.000000 Penalty: 3933.625732
	Iteration 54Q: 3 clusters Score -1.953667e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -19536604.000000 Penalty: 3933.625732
	Iteration 55Q: 3 clusters Score -1.95366e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 178507 members 
Entering Unmasked Estep 
Score: -19536528.000000 Penalty: 3933.625732
	Iteration 56Q: 3 clusters Score -1.953653e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 178574 members 
Entering Unmasked Estep 
Score: -19536430.000000 Penalty: 3933.625732
	Iteration 57Q: 3 clusters Score -1.953643e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 178642 members 
Entering Unmasked Estep 
Score: -19536308.000000 Penalty: 3933.625732
	Iteration 58Q: 3 clusters Score -1.953631e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 178713 members 
Entering Unmasked Estep 
Score: -19536268.000000 Penalty: 3933.625732
	Iteration 59Q: 3 clusters Score -1.953627e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -19536214.000000 Penalty: 3933.625732
	Iteration 60F: 3 clusters Score -1.953621e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -19536138.000000 Penalty: 3933.625732
	Iteration 61Q: 3 clusters Score -1.953614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 178903 members 
Entering Unmasked Estep 
Score: -19536088.000000 Penalty: 3933.625732
	Iteration 62Q: 3 clusters Score -1.953609e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -19536044.000000 Penalty: 3933.625732
	Iteration 63Q: 3 clusters Score -1.953604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 178975 members 
Entering Unmasked Estep 
Score: -19536028.000000 Penalty: 3933.625732
	Iteration 64Q: 3 clusters Score -1.953603e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 179002 members 
Entering Unmasked Estep 
Score: -19536006.000000 Penalty: 3933.625732
	Iteration 65Q: 3 clusters Score -1.953601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -19535936.000000 Penalty: 3933.625732
	Iteration 66Q: 3 clusters Score -1.953594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -19535924.000000 Penalty: 3933.625732
	Iteration 67Q: 3 clusters Score -1.953592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 179076 members 
Entering Unmasked Estep 
Score: -19535910.000000 Penalty: 3933.625732
	Iteration 68Q: 3 clusters Score -1.953591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 179102 members 
Entering Unmasked Estep 
Score: -19535876.000000 Penalty: 3933.625732
	Iteration 69Q: 3 clusters Score -1.953588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 179122 members 
Entering Unmasked Estep 
Score: -19535868.000000 Penalty: 3933.625732
	Iteration 70Q: 3 clusters Score -1.953587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 179141 members 
Entering Unmasked Estep 
Score: -19535848.000000 Penalty: 3933.625732
	Iteration 71Q: 3 clusters Score -1.953585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 179152 members 
Entering Unmasked Estep 
Score: -19535810.000000 Penalty: 3933.625732
	Iteration 72Q: 3 clusters Score -1.953581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 179166 members 
Entering Unmasked Estep 
Score: -19535780.000000 Penalty: 3933.625732
	Iteration 73Q: 3 clusters Score -1.953578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 179178 members 
Entering Unmasked Estep 
Score: -19535786.000000 Penalty: 3933.625732
	Iteration 74Q: 3 clusters Score -1.953579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 179190 members 
Entering Unmasked Estep 
Score: -19535784.000000 Penalty: 3933.625732
	Iteration 75Q: 3 clusters Score -1.953578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -19535770.000000 Penalty: 3933.625732
	Iteration 76Q: 3 clusters Score -1.953577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 179198 members 
Entering Unmasked Estep 
Score: -19535778.000000 Penalty: 3933.625732
	Iteration 77Q: 3 clusters Score -1.953578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 179204 members 
Entering Unmasked Estep 
Score: -19535776.000000 Penalty: 3933.625732
	Iteration 78Q: 3 clusters Score -1.953578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 179210 members 
Entering Unmasked Estep 
Score: -19535794.000000 Penalty: 3933.625732
	Iteration 79Q: 3 clusters Score -1.953579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -19535772.000000 Penalty: 3933.625732
	Iteration 80F: 3 clusters Score -1.953577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -19535782.000000 Penalty: 3933.625732
	Iteration 81Q: 3 clusters Score -1.953578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -19535776.000000 Penalty: 3933.625732
	Iteration 82Q: 3 clusters Score -1.953578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -19535762.000000 Penalty: 3933.625732
	Iteration 83Q: 3 clusters Score -1.953576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 179257 members 
Entering Unmasked Estep 
Score: -19535778.000000 Penalty: 3933.625732
	Iteration 84Q: 3 clusters Score -1.953578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 179264 members 
Entering Unmasked Estep 
Score: -19535764.000000 Penalty: 3933.625732
	Iteration 85Q: 3 clusters Score -1.953576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 179274 members 
Entering Unmasked Estep 
Score: -19535758.000000 Penalty: 3933.625732
	Iteration 86Q: 3 clusters Score -1.953576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -19535750.000000 Penalty: 3933.625732
	Iteration 87Q: 3 clusters Score -1.953575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 179293 members 
Entering Unmasked Estep 
Score: -19535748.000000 Penalty: 3933.625732
	Iteration 88Q: 3 clusters Score -1.953575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 179300 members 
Entering Unmasked Estep 
Score: -19535706.000000 Penalty: 3933.625732
	Iteration 89Q: 3 clusters Score -1.953571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 179304 members 
Entering Unmasked Estep 
Score: -19535714.000000 Penalty: 3933.625732
	Iteration 90Q: 3 clusters Score -1.953571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 179309 members 
Entering Unmasked Estep 
Score: -19535710.000000 Penalty: 3933.625732
	Iteration 91Q: 3 clusters Score -1.953571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 179312 members 
Entering Unmasked Estep 
Score: -19535708.000000 Penalty: 3933.625732
	Iteration 92Q: 3 clusters Score -1.953571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -19535700.000000 Penalty: 3933.625732
	Iteration 93Q: 3 clusters Score -1.95357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 179314 members 
Entering Unmasked Estep 
Score: -19535706.000000 Penalty: 3933.625732
	Iteration 94Q: 3 clusters Score -1.953571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 179315 members 
Entering Unmasked Estep 
Score: -19535706.000000 Penalty: 3933.625732
	Iteration 95Q: 3 clusters Score -1.953571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 179316 members 
Entering Unmasked Estep 
Score: -19535702.000000 Penalty: 3933.625732
	Iteration 96Q: 3 clusters Score -1.95357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 179316 members 
Entering Unmasked Estep 
Score: -19535702.000000 Penalty: 3933.625732
	Iteration 97F: 3 clusters Score -1.95357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -417745.125000 Penalty: 1348.107666
	Iteration 0F: 2 clusters Score -417745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -414354.156250 Penalty: 2696.215332
	Iteration 0F: 3 clusters Score -414354.2 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -415273.500000 Penalty: 2696.215332
	Iteration 1F: 3 clusters Score -415273.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -415512.750000 Penalty: 2696.215332
	Iteration 2F: 3 clusters Score -415512.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -415700.000000 Penalty: 2696.215332
	Iteration 3F: 3 clusters Score -415700 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -415842.468750 Penalty: 2696.215332
	Iteration 4F: 3 clusters Score -415842.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -415960.312500 Penalty: 2696.215332
	Iteration 5Q: 3 clusters Score -415960.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -416070.093750 Penalty: 2696.215332
	Iteration 6Q: 3 clusters Score -416070.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -416168.812500 Penalty: 2696.215332
	Iteration 7Q: 3 clusters Score -416168.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -416263.593750 Penalty: 2696.215332
	Iteration 8Q: 3 clusters Score -416263.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -416363.093750 Penalty: 2696.215332
	Iteration 9Q: 3 clusters Score -416363.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -416437.937500 Penalty: 2696.215332
	Iteration 10Q: 3 clusters Score -416437.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -416498.343750 Penalty: 2696.215332
	Iteration 11Q: 3 clusters Score -416498.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -416543.718750 Penalty: 2696.215332
	Iteration 12Q: 3 clusters Score -416543.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -416591.187500 Penalty: 2696.215332
	Iteration 13Q: 3 clusters Score -416591.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -416630.625000 Penalty: 2696.215332
	Iteration 14Q: 3 clusters Score -416630.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -416667.593750 Penalty: 2696.215332
	Iteration 15Q: 3 clusters Score -416667.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -416698.375000 Penalty: 2696.215332
	Iteration 16Q: 3 clusters Score -416698.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -416720.312500 Penalty: 2696.215332
	Iteration 17Q: 3 clusters Score -416720.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -416741.062500 Penalty: 2696.215332
	Iteration 18Q: 3 clusters Score -416741.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -416758.156250 Penalty: 2696.215332
	Iteration 19Q: 3 clusters Score -416758.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -416776.937500 Penalty: 2696.215332
	Iteration 20F: 3 clusters Score -416776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -416787.218750 Penalty: 2696.215332
	Iteration 21Q: 3 clusters Score -416787.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -416801.156250 Penalty: 2696.215332
	Iteration 22Q: 3 clusters Score -416801.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -416813.156250 Penalty: 2696.215332
	Iteration 23Q: 3 clusters Score -416813.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -416822.468750 Penalty: 2696.215332
	Iteration 24Q: 3 clusters Score -416822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -416827.000000 Penalty: 2696.215332
	Iteration 25Q: 3 clusters Score -416827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -416834.687500 Penalty: 2696.215332
	Iteration 26Q: 3 clusters Score -416834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -416837.500000 Penalty: 2696.215332
	Iteration 27Q: 3 clusters Score -416837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -416842.625000 Penalty: 2696.215332
	Iteration 28Q: 3 clusters Score -416842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -416845.437500 Penalty: 2696.215332
	Iteration 29Q: 3 clusters Score -416845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -416847.375000 Penalty: 2696.215332
	Iteration 30Q: 3 clusters Score -416847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -416850.250000 Penalty: 2696.215332
	Iteration 31Q: 3 clusters Score -416850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -416851.468750 Penalty: 2696.215332
	Iteration 32Q: 3 clusters Score -416851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -416853.218750 Penalty: 2696.215332
	Iteration 33Q: 3 clusters Score -416853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -416856.062500 Penalty: 2696.215332
	Iteration 34Q: 3 clusters Score -416856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -416859.468750 Penalty: 2696.215332
	Iteration 35Q: 3 clusters Score -416859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -416862.218750 Penalty: 2696.215332
	Iteration 36Q: 3 clusters Score -416862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -416863.406250 Penalty: 2696.215332
	Iteration 37Q: 3 clusters Score -416863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -416863.468750 Penalty: 2696.215332
	Iteration 38Q: 3 clusters Score -416863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -416863.468750 Penalty: 2696.215332
	Iteration 39F: 3 clusters Score -416863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Entering Unmasked Estep 
Score: -3128004.750000 Penalty: 1675.691528
	Iteration 0F: 2 clusters Score -3128005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3107718.000000 Penalty: 3351.383057
	Iteration 0F: 3 clusters Score -3107718 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3115466.250000 Penalty: 3351.383057
	Iteration 1F: 3 clusters Score -3115466 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3116052.000000 Penalty: 3351.383057
	Iteration 2Q: 3 clusters Score -3116052 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3116923.750000 Penalty: 3351.383057
	Iteration 3F: 3 clusters Score -3116924 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3118313.500000 Penalty: 3351.383057
	Iteration 4F: 3 clusters Score -3118314 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3120305.750000 Penalty: 3351.383057
	Iteration 5F: 3 clusters Score -3120306 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3122482.750000 Penalty: 3351.383057
	Iteration 6F: 3 clusters Score -3122483 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3124394.000000 Penalty: 3351.383057
	Iteration 7F: 3 clusters Score -3124394 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3125891.750000 Penalty: 3351.383057
	Iteration 8Q: 3 clusters Score -3125892 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3126825.000000 Penalty: 3351.383057
	Iteration 9Q: 3 clusters Score -3126825 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3127066.000000 Penalty: 3351.383057
	Iteration 10Q: 3 clusters Score -3127066 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3127151.750000 Penalty: 3351.383057
	Iteration 11Q: 3 clusters Score -3127152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3127193.250000 Penalty: 3351.383057
	Iteration 12Q: 3 clusters Score -3127193 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3127215.750000 Penalty: 3351.383057
	Iteration 13Q: 3 clusters Score -3127216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3127226.500000 Penalty: 3351.383057
	Iteration 14Q: 3 clusters Score -3127226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3127239.000000 Penalty: 3351.383057
	Iteration 15Q: 3 clusters Score -3127239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3127240.500000 Penalty: 3351.383057
	Iteration 16Q: 3 clusters Score -3127240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3127235.000000 Penalty: 3351.383057
	Iteration 17Q: 3 clusters Score -3127235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3127243.500000 Penalty: 3351.383057
	Iteration 18Q: 3 clusters Score -3127244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3127245.000000 Penalty: 3351.383057
	Iteration 19Q: 3 clusters Score -3127245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3127245.500000 Penalty: 3351.383057
	Iteration 20F: 3 clusters Score -3127246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3127246.250000 Penalty: 3351.383057
	Iteration 21Q: 3 clusters Score -3127246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3127245.500000 Penalty: 3351.383057
	Iteration 22Q: 3 clusters Score -3127246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3127246.000000 Penalty: 3351.383057
	Iteration 23Q: 3 clusters Score -3127246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3127242.500000 Penalty: 3351.383057
	Iteration 24Q: 3 clusters Score -3127242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3127244.000000 Penalty: 3351.383057
	Iteration 25Q: 3 clusters Score -3127244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3127241.000000 Penalty: 3351.383057
	Iteration 26Q: 3 clusters Score -3127241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3127245.000000 Penalty: 3351.383057
	Iteration 27Q: 3 clusters Score -3127245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3127243.750000 Penalty: 3351.383057
	Iteration 28Q: 3 clusters Score -3127244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3127241.500000 Penalty: 3351.383057
	Iteration 29Q: 3 clusters Score -3127242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3127246.750000 Penalty: 3351.383057
	Iteration 30Q: 3 clusters Score -3127247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3127248.750000 Penalty: 3351.383057
	Iteration 31Q: 3 clusters Score -3127249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3127249.750000 Penalty: 3351.383057
	Iteration 32Q: 3 clusters Score -3127250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3127246.500000 Penalty: 3351.383057
	Iteration 33Q: 3 clusters Score -3127246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3127250.000000 Penalty: 3351.383057
	Iteration 34Q: 3 clusters Score -3127250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3127253.500000 Penalty: 3351.383057
	Iteration 35Q: 3 clusters Score -3127254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3127253.750000 Penalty: 3351.383057
	Iteration 36Q: 3 clusters Score -3127254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3127248.500000 Penalty: 3351.383057
	Iteration 37Q: 3 clusters Score -3127248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3127246.250000 Penalty: 3351.383057
	Iteration 38Q: 3 clusters Score -3127246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3127256.750000 Penalty: 3351.383057
	Iteration 39Q: 3 clusters Score -3127257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3127258.500000 Penalty: 3351.383057
	Iteration 40F: 3 clusters Score -3127258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3127264.000000 Penalty: 3351.383057
	Iteration 41Q: 3 clusters Score -3127264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3127267.000000 Penalty: 3351.383057
	Iteration 42Q: 3 clusters Score -3127267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3127265.750000 Penalty: 3351.383057
	Iteration 43Q: 3 clusters Score -3127266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3127270.000000 Penalty: 3351.383057
	Iteration 44Q: 3 clusters Score -3127270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3127276.250000 Penalty: 3351.383057
	Iteration 45Q: 3 clusters Score -3127276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3127275.250000 Penalty: 3351.383057
	Iteration 46Q: 3 clusters Score -3127275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3127274.750000 Penalty: 3351.383057
	Iteration 47Q: 3 clusters Score -3127275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3127279.750000 Penalty: 3351.383057
	Iteration 48Q: 3 clusters Score -3127280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3127288.500000 Penalty: 3351.383057
	Iteration 49Q: 3 clusters Score -3127288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3127283.750000 Penalty: 3351.383057
	Iteration 50Q: 3 clusters Score -3127284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3127286.750000 Penalty: 3351.383057
	Iteration 51Q: 3 clusters Score -3127287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3127290.000000 Penalty: 3351.383057
	Iteration 52Q: 3 clusters Score -3127290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3127291.000000 Penalty: 3351.383057
	Iteration 53Q: 3 clusters Score -3127291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3127291.250000 Penalty: 3351.383057
	Iteration 54Q: 3 clusters Score -3127291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3127293.750000 Penalty: 3351.383057
	Iteration 55Q: 3 clusters Score -3127294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3127296.250000 Penalty: 3351.383057
	Iteration 56Q: 3 clusters Score -3127296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3127295.000000 Penalty: 3351.383057
	Iteration 57Q: 3 clusters Score -3127295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3127299.250000 Penalty: 3351.383057
	Iteration 58Q: 3 clusters Score -3127299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3127295.500000 Penalty: 3351.383057
	Iteration 59Q: 3 clusters Score -3127296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3127295.250000 Penalty: 3351.383057
	Iteration 60F: 3 clusters Score -3127295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3127295.750000 Penalty: 3351.383057
	Iteration 61Q: 3 clusters Score -3127296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3127293.750000 Penalty: 3351.383057
	Iteration 62Q: 3 clusters Score -3127294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3127294.000000 Penalty: 3351.383057
	Iteration 63Q: 3 clusters Score -3127294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3127295.750000 Penalty: 3351.383057
	Iteration 64Q: 3 clusters Score -3127296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3127298.500000 Penalty: 3351.383057
	Iteration 65Q: 3 clusters Score -3127298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3127296.250000 Penalty: 3351.383057
	Iteration 66Q: 3 clusters Score -3127296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3127298.250000 Penalty: 3351.383057
	Iteration 67Q: 3 clusters Score -3127298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3127295.500000 Penalty: 3351.383057
	Iteration 68Q: 3 clusters Score -3127296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3127297.500000 Penalty: 3351.383057
	Iteration 69Q: 3 clusters Score -3127298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3127299.500000 Penalty: 3351.383057
	Iteration 70Q: 3 clusters Score -3127300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3127297.250000 Penalty: 3351.383057
	Iteration 71Q: 3 clusters Score -3127297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3127299.500000 Penalty: 3351.383057
	Iteration 72Q: 3 clusters Score -3127300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3127296.750000 Penalty: 3351.383057
	Iteration 73Q: 3 clusters Score -3127297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3127292.750000 Penalty: 3351.383057
	Iteration 74Q: 3 clusters Score -3127293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3127293.500000 Penalty: 3351.383057
	Iteration 75Q: 3 clusters Score -3127294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3127292.500000 Penalty: 3351.383057
	Iteration 76Q: 3 clusters Score -3127292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3127292.500000 Penalty: 3351.383057
	Iteration 77Q: 3 clusters Score -3127292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3127291.000000 Penalty: 3351.383057
	Iteration 78Q: 3 clusters Score -3127291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3127295.000000 Penalty: 3351.383057
	Iteration 79Q: 3 clusters Score -3127295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3127292.000000 Penalty: 3351.383057
	Iteration 80F: 3 clusters Score -3127292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3127293.000000 Penalty: 3351.383057
	Iteration 81Q: 3 clusters Score -3127293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3127290.250000 Penalty: 3351.383057
	Iteration 82Q: 3 clusters Score -3127290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3127290.250000 Penalty: 3351.383057
	Iteration 83F: 3 clusters Score -3127290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -37395.648438 Penalty: 1029.734253
	Iteration 0F: 2 clusters Score -37395.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36560.097656 Penalty: 2059.468506
	Iteration 0F: 3 clusters Score -36560.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37438.527344 Penalty: 2059.468506
	Iteration 1F: 3 clusters Score -37438.53 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38863.984375 Penalty: 2059.468506
	Iteration 2F: 3 clusters Score -38863.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39199.820312 Penalty: 2059.468506
	Iteration 3F: 3 clusters Score -39199.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39272.210938 Penalty: 2059.468506
	Iteration 4Q: 3 clusters Score -39272.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39301.496094 Penalty: 2059.468506
	Iteration 5Q: 3 clusters Score -39301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39307.835938 Penalty: 2059.468506
	Iteration 6Q: 3 clusters Score -39307.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39316.242188 Penalty: 2059.468506
	Iteration 7Q: 3 clusters Score -39316.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39317.558594 Penalty: 2059.468506
	Iteration 8Q: 3 clusters Score -39317.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39317.558594 Penalty: 2059.468506
	Iteration 9F: 3 clusters Score -39317.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 180035 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 120846 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 421 members 
Entering Unmasked Estep 
Score: -101011976.000000 Penalty: 67219.984375
Splitting cluster 22 changes total score from -101011168.000000 to -101011976.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (180035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180035 members 
Entering Unmasked Estep 
Score: -19043384.000000 Penalty: 1966.397339
	Iteration 0F: 2 clusters Score -1.904338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -18923564.000000 Penalty: 3932.794678
	Iteration 0F: 3 clusters Score -1.892356e+07 nChanged 87106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -18975172.000000 Penalty: 3932.794678
	Iteration 1F: 3 clusters Score -1.897517e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -18976366.000000 Penalty: 3932.794678
	Iteration 2Q: 3 clusters Score -1.897637e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -18978132.000000 Penalty: 3932.794678
	Iteration 3Q: 3 clusters Score -1.897813e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -18980598.000000 Penalty: 3932.794678
	Iteration 4Q: 3 clusters Score -1.89806e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -18984536.000000 Penalty: 3932.794678
	Iteration 5Q: 3 clusters Score -1.898454e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -18989830.000000 Penalty: 3932.794678
	Iteration 6F: 3 clusters Score -1.898983e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -18997216.000000 Penalty: 3932.794678
	Iteration 7F: 3 clusters Score -1.899722e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -19005564.000000 Penalty: 3932.794678
	Iteration 8F: 3 clusters Score -1.900556e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113009 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -19012560.000000 Penalty: 3932.794678
	Iteration 9F: 3 clusters Score -1.901256e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -19016424.000000 Penalty: 3932.794678
	Iteration 10Q: 3 clusters Score -1.901642e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -19018264.000000 Penalty: 3932.794678
	Iteration 11Q: 3 clusters Score -1.901826e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122691 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -19019438.000000 Penalty: 3932.794678
	Iteration 12Q: 3 clusters Score -1.901944e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -19020586.000000 Penalty: 3932.794678
	Iteration 13Q: 3 clusters Score -1.902059e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128873 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -19021576.000000 Penalty: 3932.794678
	Iteration 14Q: 3 clusters Score -1.902158e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132200 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -19022812.000000 Penalty: 3932.794678
	Iteration 15Q: 3 clusters Score -1.902281e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135516 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -19024048.000000 Penalty: 3932.794678
	Iteration 16Q: 3 clusters Score -1.902405e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138844 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -19025256.000000 Penalty: 3932.794678
	Iteration 17Q: 3 clusters Score -1.902526e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -19026598.000000 Penalty: 3932.794678
	Iteration 18Q: 3 clusters Score -1.90266e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -19028324.000000 Penalty: 3932.794678
	Iteration 19Q: 3 clusters Score -1.902832e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -19030196.000000 Penalty: 3932.794678
	Iteration 20F: 3 clusters Score -1.90302e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -19032012.000000 Penalty: 3932.794678
	Iteration 21Q: 3 clusters Score -1.903201e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -19033900.000000 Penalty: 3932.794678
	Iteration 22Q: 3 clusters Score -1.90339e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -19035814.000000 Penalty: 3932.794678
	Iteration 23Q: 3 clusters Score -1.903581e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163311 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -19037766.000000 Penalty: 3932.794678
	Iteration 24Q: 3 clusters Score -1.903777e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166062 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -19039502.000000 Penalty: 3932.794678
	Iteration 25Q: 3 clusters Score -1.90395e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -19041098.000000 Penalty: 3932.794678
	Iteration 26Q: 3 clusters Score -1.90411e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -19042434.000000 Penalty: 3932.794678
	Iteration 27Q: 3 clusters Score -1.904243e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -19043276.000000 Penalty: 3932.794678
	Iteration 28Q: 3 clusters Score -1.904328e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172224 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -19043926.000000 Penalty: 3932.794678
	Iteration 29Q: 3 clusters Score -1.904393e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172898 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -19044218.000000 Penalty: 3932.794678
	Iteration 30Q: 3 clusters Score -1.904422e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173393 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -19044446.000000 Penalty: 3932.794678
	Iteration 31Q: 3 clusters Score -1.904445e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -19044536.000000 Penalty: 3932.794678
	Iteration 32Q: 3 clusters Score -1.904454e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -19044676.000000 Penalty: 3932.794678
	Iteration 33Q: 3 clusters Score -1.904468e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174250 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -19044744.000000 Penalty: 3932.794678
	Iteration 34Q: 3 clusters Score -1.904474e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174465 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -19044738.000000 Penalty: 3932.794678
	Iteration 35Q: 3 clusters Score -1.904474e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -19044774.000000 Penalty: 3932.794678
	Iteration 36Q: 3 clusters Score -1.904477e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174782 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -19044754.000000 Penalty: 3932.794678
	Iteration 37Q: 3 clusters Score -1.904475e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174893 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -19044734.000000 Penalty: 3932.794678
	Iteration 38Q: 3 clusters Score -1.904473e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175003 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -19044730.000000 Penalty: 3932.794678
	Iteration 39Q: 3 clusters Score -1.904473e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175091 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -19044720.000000 Penalty: 3932.794678
	Iteration 40F: 3 clusters Score -1.904472e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175176 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -19044736.000000 Penalty: 3932.794678
	Iteration 41Q: 3 clusters Score -1.904474e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -19044726.000000 Penalty: 3932.794678
	Iteration 42Q: 3 clusters Score -1.904473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -19044730.000000 Penalty: 3932.794678
	Iteration 43Q: 3 clusters Score -1.904473e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -19044752.000000 Penalty: 3932.794678
	Iteration 44Q: 3 clusters Score -1.904475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -19044762.000000 Penalty: 3932.794678
	Iteration 45Q: 3 clusters Score -1.904476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -19044742.000000 Penalty: 3932.794678
	Iteration 46Q: 3 clusters Score -1.904474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -19044746.000000 Penalty: 3932.794678
	Iteration 47Q: 3 clusters Score -1.904475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -19044746.000000 Penalty: 3932.794678
	Iteration 48Q: 3 clusters Score -1.904475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -19044734.000000 Penalty: 3932.794678
	Iteration 49Q: 3 clusters Score -1.904473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -19044716.000000 Penalty: 3932.794678
	Iteration 50Q: 3 clusters Score -1.904472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -19044714.000000 Penalty: 3932.794678
	Iteration 51Q: 3 clusters Score -1.904471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -19044704.000000 Penalty: 3932.794678
	Iteration 52Q: 3 clusters Score -1.90447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -19044698.000000 Penalty: 3932.794678
	Iteration 53Q: 3 clusters Score -1.90447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -19044710.000000 Penalty: 3932.794678
	Iteration 54Q: 3 clusters Score -1.904471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -19044708.000000 Penalty: 3932.794678
	Iteration 55Q: 3 clusters Score -1.904471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175603 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -19044704.000000 Penalty: 3932.794678
	Iteration 56Q: 3 clusters Score -1.90447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -19044702.000000 Penalty: 3932.794678
	Iteration 57Q: 3 clusters Score -1.90447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175633 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -19044684.000000 Penalty: 3932.794678
	Iteration 58Q: 3 clusters Score -1.904468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175651 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -19044692.000000 Penalty: 3932.794678
	Iteration 59Q: 3 clusters Score -1.904469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175665 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -19044658.000000 Penalty: 3932.794678
	Iteration 60F: 3 clusters Score -1.904466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175681 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -19044668.000000 Penalty: 3932.794678
	Iteration 61Q: 3 clusters Score -1.904467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -19044650.000000 Penalty: 3932.794678
	Iteration 62Q: 3 clusters Score -1.904465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -19044660.000000 Penalty: 3932.794678
	Iteration 63Q: 3 clusters Score -1.904466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -19044666.000000 Penalty: 3932.794678
	Iteration 64Q: 3 clusters Score -1.904467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -19044652.000000 Penalty: 3932.794678
	Iteration 65Q: 3 clusters Score -1.904465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -19044656.000000 Penalty: 3932.794678
	Iteration 66Q: 3 clusters Score -1.904466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -19044652.000000 Penalty: 3932.794678
	Iteration 67Q: 3 clusters Score -1.904465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -19044642.000000 Penalty: 3932.794678
	Iteration 68Q: 3 clusters Score -1.904464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -19044644.000000 Penalty: 3932.794678
	Iteration 69Q: 3 clusters Score -1.904464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175745 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -19044646.000000 Penalty: 3932.794678
	Iteration 70Q: 3 clusters Score -1.904465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -19044656.000000 Penalty: 3932.794678
	Iteration 71Q: 3 clusters Score -1.904466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175756 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -19044648.000000 Penalty: 3932.794678
	Iteration 72Q: 3 clusters Score -1.904465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -19044652.000000 Penalty: 3932.794678
	Iteration 73Q: 3 clusters Score -1.904465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175758 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19044652.000000 Penalty: 3932.794678
	Iteration 74Q: 3 clusters Score -1.904465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175758 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19044652.000000 Penalty: 3932.794678
	Iteration 75F: 3 clusters Score -1.904465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 175758 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 120846 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 4277 members 
Entering Unmasked Estep 
Score: -101013088.000000 Penalty: 69460.656250
Splitting cluster 23 changes total score from -101011168.000000 to -101013088.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -334247.437500 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -334247.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -331327.812500 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -331327.8 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -332080.062500 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -332080.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -332264.843750 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -332264.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -332468.062500 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -332468.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -332723.093750 Penalty: 2635.986328
	Iteration 4F: 3 clusters Score -332723.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -333072.593750 Penalty: 2635.986328
	Iteration 5F: 3 clusters Score -333072.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -333381.250000 Penalty: 2635.986328
	Iteration 6F: 3 clusters Score -333381.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -333620.218750 Penalty: 2635.986328
	Iteration 7F: 3 clusters Score -333620.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -333879.718750 Penalty: 2635.986328
	Iteration 8F: 3 clusters Score -333879.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -334118.750000 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -334118.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -334262.218750 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -334262.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -334371.406250 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -334371.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -334434.468750 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -334434.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -334471.437500 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -334471.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -334510.937500 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -334510.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -334552.062500 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -334552.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -334612.687500 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -334612.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -334665.562500 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -334665.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -334678.125000 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -334678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -334682.750000 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -334682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -334685.187500 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -334685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -334685.125000 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -334685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -334685.125000 Penalty: 2635.986328
	Iteration 22F: 3 clusters Score -334685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 175758 members 
Mstep: Class 24 contains 2653 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 120846 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 4277 members 
Mstep: Class 32 contains 677 members 
Entering Unmasked Estep 
Score: -101012792.000000 Penalty: 71701.320312
Splitting cluster 24 changes total score from -101011168.000000 to -101012792.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (106274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Entering Unmasked Estep 
Score: -11393130.000000 Penalty: 1880.738647
	Iteration 0F: 2 clusters Score -1.139313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -11322429.000000 Penalty: 3761.477295
	Iteration 0F: 3 clusters Score -1.132243e+07 nChanged 50950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -11352093.000000 Penalty: 3761.477295
	Iteration 1F: 3 clusters Score -1.135209e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -11353063.000000 Penalty: 3761.477295
	Iteration 2Q: 3 clusters Score -1.135306e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -11354375.000000 Penalty: 3761.477295
	Iteration 3Q: 3 clusters Score -1.135438e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -11356629.000000 Penalty: 3761.477295
	Iteration 4Q: 3 clusters Score -1.135663e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -11360280.000000 Penalty: 3761.477295
	Iteration 5F: 3 clusters Score -1.136028e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -11366110.000000 Penalty: 3761.477295
	Iteration 6F: 3 clusters Score -1.136611e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -11373442.000000 Penalty: 3761.477295
	Iteration 7F: 3 clusters Score -1.137344e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -11380385.000000 Penalty: 3761.477295
	Iteration 8F: 3 clusters Score -1.138038e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -11385043.000000 Penalty: 3761.477295
	Iteration 9F: 3 clusters Score -1.138504e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101586 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -11387932.000000 Penalty: 3761.477295
	Iteration 10Q: 3 clusters Score -1.138793e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11389816.000000 Penalty: 3761.477295
	Iteration 11Q: 3 clusters Score -1.138982e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11390801.000000 Penalty: 3761.477295
	Iteration 12Q: 3 clusters Score -1.13908e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11391228.000000 Penalty: 3761.477295
	Iteration 13Q: 3 clusters Score -1.139123e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105693 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11391415.000000 Penalty: 3761.477295
	Iteration 14Q: 3 clusters Score -1.139142e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11391490.000000 Penalty: 3761.477295
	Iteration 15Q: 3 clusters Score -1.139149e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105833 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11391548.000000 Penalty: 3761.477295
	Iteration 16Q: 3 clusters Score -1.139155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11391574.000000 Penalty: 3761.477295
	Iteration 17Q: 3 clusters Score -1.139157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11391594.000000 Penalty: 3761.477295
	Iteration 18Q: 3 clusters Score -1.139159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11391609.000000 Penalty: 3761.477295
	Iteration 19Q: 3 clusters Score -1.139161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105906 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11391612.000000 Penalty: 3761.477295
	Iteration 20F: 3 clusters Score -1.139161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11391619.000000 Penalty: 3761.477295
	Iteration 21Q: 3 clusters Score -1.139162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11391613.000000 Penalty: 3761.477295
	Iteration 22Q: 3 clusters Score -1.139161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11391616.000000 Penalty: 3761.477295
	Iteration 23Q: 3 clusters Score -1.139162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105914 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11391621.000000 Penalty: 3761.477295
	Iteration 24Q: 3 clusters Score -1.139162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11391625.000000 Penalty: 3761.477295
	Iteration 25Q: 3 clusters Score -1.139162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11391623.000000 Penalty: 3761.477295
	Iteration 26Q: 3 clusters Score -1.139162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11391628.000000 Penalty: 3761.477295
	Iteration 27Q: 3 clusters Score -1.139163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11391630.000000 Penalty: 3761.477295
	Iteration 28Q: 3 clusters Score -1.139163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11391630.000000 Penalty: 3761.477295
	Iteration 29Q: 3 clusters Score -1.139163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11391633.000000 Penalty: 3761.477295
	Iteration 30Q: 3 clusters Score -1.139163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11391633.000000 Penalty: 3761.477295
	Iteration 31F: 3 clusters Score -1.139163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Entering Unmasked Estep 
Score: -1584451.125000 Penalty: 1567.623901
	Iteration 0F: 2 clusters Score -1584451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1573761.000000 Penalty: 3135.247803
	Iteration 0F: 3 clusters Score -1573761 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1577755.125000 Penalty: 3135.247803
	Iteration 1F: 3 clusters Score -1577755 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1578387.000000 Penalty: 3135.247803
	Iteration 2F: 3 clusters Score -1578387 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1579181.125000 Penalty: 3135.247803
	Iteration 3F: 3 clusters Score -1579181 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1580057.875000 Penalty: 3135.247803
	Iteration 4F: 3 clusters Score -1580058 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1580886.000000 Penalty: 3135.247803
	Iteration 5F: 3 clusters Score -1580886 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1581566.750000 Penalty: 3135.247803
	Iteration 6F: 3 clusters Score -1581567 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1582124.000000 Penalty: 3135.247803
	Iteration 7Q: 3 clusters Score -1582124 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1582510.250000 Penalty: 3135.247803
	Iteration 8Q: 3 clusters Score -1582510 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1582765.500000 Penalty: 3135.247803
	Iteration 9Q: 3 clusters Score -1582766 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1582944.875000 Penalty: 3135.247803
	Iteration 10Q: 3 clusters Score -1582945 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1583045.875000 Penalty: 3135.247803
	Iteration 11Q: 3 clusters Score -1583046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1583104.625000 Penalty: 3135.247803
	Iteration 12Q: 3 clusters Score -1583105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1583150.750000 Penalty: 3135.247803
	Iteration 13Q: 3 clusters Score -1583151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1583174.500000 Penalty: 3135.247803
	Iteration 14Q: 3 clusters Score -1583174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1583204.000000 Penalty: 3135.247803
	Iteration 15Q: 3 clusters Score -1583204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1583225.250000 Penalty: 3135.247803
	Iteration 16Q: 3 clusters Score -1583225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1583243.000000 Penalty: 3135.247803
	Iteration 17Q: 3 clusters Score -1583243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1583254.125000 Penalty: 3135.247803
	Iteration 18Q: 3 clusters Score -1583254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1583264.375000 Penalty: 3135.247803
	Iteration 19Q: 3 clusters Score -1583264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1583268.875000 Penalty: 3135.247803
	Iteration 20F: 3 clusters Score -1583269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1583273.500000 Penalty: 3135.247803
	Iteration 21Q: 3 clusters Score -1583274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1583272.375000 Penalty: 3135.247803
	Iteration 22Q: 3 clusters Score -1583272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1583276.750000 Penalty: 3135.247803
	Iteration 23Q: 3 clusters Score -1583277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1583279.625000 Penalty: 3135.247803
	Iteration 24Q: 3 clusters Score -1583280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1583280.625000 Penalty: 3135.247803
	Iteration 25Q: 3 clusters Score -1583281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1583280.625000 Penalty: 3135.247803
	Iteration 26F: 3 clusters Score -1583281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (120846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Entering Unmasked Estep 
Score: -13068193.000000 Penalty: 1901.619263
	Iteration 0F: 2 clusters Score -1.306819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -12988672.000000 Penalty: 3803.238525
	Iteration 0F: 3 clusters Score -1.298867e+07 nChanged 58259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -13022576.000000 Penalty: 3803.238525
	Iteration 1F: 3 clusters Score -1.302258e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -13023519.000000 Penalty: 3803.238525
	Iteration 2Q: 3 clusters Score -1.302352e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -13024715.000000 Penalty: 3803.238525
	Iteration 3Q: 3 clusters Score -1.302472e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -13026277.000000 Penalty: 3803.238525
	Iteration 4Q: 3 clusters Score -1.302628e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -13028629.000000 Penalty: 3803.238525
	Iteration 5Q: 3 clusters Score -1.302863e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -13031874.000000 Penalty: 3803.238525
	Iteration 6F: 3 clusters Score -1.303187e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -13036382.000000 Penalty: 3803.238525
	Iteration 7F: 3 clusters Score -1.303638e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -13041544.000000 Penalty: 3803.238525
	Iteration 8F: 3 clusters Score -1.304154e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -13046601.000000 Penalty: 3803.238525
	Iteration 9F: 3 clusters Score -1.30466e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -13050888.000000 Penalty: 3803.238525
	Iteration 10Q: 3 clusters Score -1.305089e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -13054307.000000 Penalty: 3803.238525
	Iteration 11Q: 3 clusters Score -1.305431e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -13056680.000000 Penalty: 3803.238525
	Iteration 12Q: 3 clusters Score -1.305668e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -13058524.000000 Penalty: 3803.238525
	Iteration 13Q: 3 clusters Score -1.305852e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 103074 members 
Entering Unmasked Estep 
Score: -13060103.000000 Penalty: 3803.238525
	Iteration 14Q: 3 clusters Score -1.30601e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -13061552.000000 Penalty: 3803.238525
	Iteration 15Q: 3 clusters Score -1.306155e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -13062970.000000 Penalty: 3803.238525
	Iteration 16Q: 3 clusters Score -1.306297e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -13064361.000000 Penalty: 3803.238525
	Iteration 17Q: 3 clusters Score -1.306436e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -13065516.000000 Penalty: 3803.238525
	Iteration 18Q: 3 clusters Score -1.306552e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -13066366.000000 Penalty: 3803.238525
	Iteration 19Q: 3 clusters Score -1.306637e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -13067051.000000 Penalty: 3803.238525
	Iteration 20F: 3 clusters Score -1.306705e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -13067511.000000 Penalty: 3803.238525
	Iteration 21Q: 3 clusters Score -1.306751e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -13067795.000000 Penalty: 3803.238525
	Iteration 22Q: 3 clusters Score -1.30678e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 113466 members 
Entering Unmasked Estep 
Score: -13068026.000000 Penalty: 3803.238525
	Iteration 23Q: 3 clusters Score -1.306803e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -13068191.000000 Penalty: 3803.238525
	Iteration 24Q: 3 clusters Score -1.306819e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 113993 members 
Entering Unmasked Estep 
Score: -13068284.000000 Penalty: 3803.238525
	Iteration 25Q: 3 clusters Score -1.306828e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -13068332.000000 Penalty: 3803.238525
	Iteration 26Q: 3 clusters Score -1.306833e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 114415 members 
Entering Unmasked Estep 
Score: -13068355.000000 Penalty: 3803.238525
	Iteration 27Q: 3 clusters Score -1.306836e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 114569 members 
Entering Unmasked Estep 
Score: -13068381.000000 Penalty: 3803.238525
	Iteration 28Q: 3 clusters Score -1.306838e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -13068403.000000 Penalty: 3803.238525
	Iteration 29Q: 3 clusters Score -1.30684e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 114794 members 
Entering Unmasked Estep 
Score: -13068435.000000 Penalty: 3803.238525
	Iteration 30Q: 3 clusters Score -1.306844e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -13068435.000000 Penalty: 3803.238525
	Iteration 31Q: 3 clusters Score -1.306844e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -13068460.000000 Penalty: 3803.238525
	Iteration 32Q: 3 clusters Score -1.306846e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -13068457.000000 Penalty: 3803.238525
	Iteration 33Q: 3 clusters Score -1.306846e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -13068447.000000 Penalty: 3803.238525
	Iteration 34Q: 3 clusters Score -1.306845e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -13068458.000000 Penalty: 3803.238525
	Iteration 35Q: 3 clusters Score -1.306846e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -13068480.000000 Penalty: 3803.238525
	Iteration 36Q: 3 clusters Score -1.306848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -13068479.000000 Penalty: 3803.238525
	Iteration 37Q: 3 clusters Score -1.306848e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -13068505.000000 Penalty: 3803.238525
	Iteration 38Q: 3 clusters Score -1.30685e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 115432 members 
Entering Unmasked Estep 
Score: -13068485.000000 Penalty: 3803.238525
	Iteration 39Q: 3 clusters Score -1.306848e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -13068491.000000 Penalty: 3803.238525
	Iteration 40F: 3 clusters Score -1.306849e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -13068502.000000 Penalty: 3803.238525
	Iteration 41Q: 3 clusters Score -1.30685e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -13068491.000000 Penalty: 3803.238525
	Iteration 42Q: 3 clusters Score -1.306849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 115567 members 
Entering Unmasked Estep 
Score: -13068503.000000 Penalty: 3803.238525
	Iteration 43Q: 3 clusters Score -1.30685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -13068515.000000 Penalty: 3803.238525
	Iteration 44Q: 3 clusters Score -1.306852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 115604 members 
Entering Unmasked Estep 
Score: -13068517.000000 Penalty: 3803.238525
	Iteration 45Q: 3 clusters Score -1.306852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -13068505.000000 Penalty: 3803.238525
	Iteration 46Q: 3 clusters Score -1.30685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 115642 members 
Entering Unmasked Estep 
Score: -13068507.000000 Penalty: 3803.238525
	Iteration 47Q: 3 clusters Score -1.306851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -13068514.000000 Penalty: 3803.238525
	Iteration 48Q: 3 clusters Score -1.306851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -13068514.000000 Penalty: 3803.238525
	Iteration 49Q: 3 clusters Score -1.306851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -13068515.000000 Penalty: 3803.238525
	Iteration 50Q: 3 clusters Score -1.306852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 115661 members 
Entering Unmasked Estep 
Score: -13068513.000000 Penalty: 3803.238525
	Iteration 51Q: 3 clusters Score -1.306851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -13068512.000000 Penalty: 3803.238525
	Iteration 52Q: 3 clusters Score -1.306851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 115670 members 
Entering Unmasked Estep 
Score: -13068516.000000 Penalty: 3803.238525
	Iteration 53Q: 3 clusters Score -1.306852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -13068523.000000 Penalty: 3803.238525
	Iteration 54Q: 3 clusters Score -1.306852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -13068516.000000 Penalty: 3803.238525
	Iteration 55Q: 3 clusters Score -1.306852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -13068517.000000 Penalty: 3803.238525
	Iteration 56Q: 3 clusters Score -1.306852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -13068518.000000 Penalty: 3803.238525
	Iteration 57Q: 3 clusters Score -1.306852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 115677 members 
Entering Unmasked Estep 
Score: -13068519.000000 Penalty: 3803.238525
	Iteration 58Q: 3 clusters Score -1.306852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 115677 members 
Entering Unmasked Estep 
Score: -13068519.000000 Penalty: 3803.238525
	Iteration 59F: 3 clusters Score -1.306852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 175758 members 
Mstep: Class 24 contains 2653 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 5169 members 
Mstep: Class 28 contains 49974 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 4277 members 
Mstep: Class 32 contains 677 members 
Mstep: Class 33 contains 115677 members 
Entering Unmasked Estep 
Score: -101013160.000000 Penalty: 73941.984375
Splitting cluster 27 changes total score from -101011168.000000 to -101013160.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (49974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Entering Unmasked Estep 
Score: -5266179.000000 Penalty: 1758.129395
	Iteration 0F: 2 clusters Score -5266179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5232620.000000 Penalty: 3516.258789
	Iteration 0F: 3 clusters Score -5232620 nChanged 23584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -5246628.500000 Penalty: 3516.258789
	Iteration 1F: 3 clusters Score -5246628 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5247689.000000 Penalty: 3516.258789
	Iteration 2Q: 3 clusters Score -5247689 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5249200.000000 Penalty: 3516.258789
	Iteration 3F: 3 clusters Score -5249200 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -5251137.000000 Penalty: 3516.258789
	Iteration 4F: 3 clusters Score -5251137 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5253397.000000 Penalty: 3516.258789
	Iteration 5F: 3 clusters Score -5253397 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -5255586.000000 Penalty: 3516.258789
	Iteration 6F: 3 clusters Score -5255586 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5257564.500000 Penalty: 3516.258789
	Iteration 7F: 3 clusters Score -5257564 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -5259234.000000 Penalty: 3516.258789
	Iteration 8Q: 3 clusters Score -5259234 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -5260625.000000 Penalty: 3516.258789
	Iteration 9Q: 3 clusters Score -5260625 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -5261567.500000 Penalty: 3516.258789
	Iteration 10Q: 3 clusters Score -5261568 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -5262191.000000 Penalty: 3516.258789
	Iteration 11Q: 3 clusters Score -5262191 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -5262709.000000 Penalty: 3516.258789
	Iteration 12Q: 3 clusters Score -5262709 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5263144.500000 Penalty: 3516.258789
	Iteration 13Q: 3 clusters Score -5263144 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5263514.500000 Penalty: 3516.258789
	Iteration 14Q: 3 clusters Score -5263514 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -5263842.000000 Penalty: 3516.258789
	Iteration 15Q: 3 clusters Score -5263842 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -5264195.500000 Penalty: 3516.258789
	Iteration 16Q: 3 clusters Score -5264196 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5264473.000000 Penalty: 3516.258789
	Iteration 17Q: 3 clusters Score -5264473 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -5264771.500000 Penalty: 3516.258789
	Iteration 18Q: 3 clusters Score -5264772 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5265010.500000 Penalty: 3516.258789
	Iteration 19Q: 3 clusters Score -5265010 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -5265225.500000 Penalty: 3516.258789
	Iteration 20F: 3 clusters Score -5265226 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -5265420.000000 Penalty: 3516.258789
	Iteration 21Q: 3 clusters Score -5265420 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5265608 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5265746 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -5265834.500000 Penalty: 3516.258789
	Iteration 24Q: 3 clusters Score -5265834 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -5265960.000000 Penalty: 3516.258789
	Iteration 25Q: 3 clusters Score -5265960 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -5266093.500000 Penalty: 3516.258789
	Iteration 26Q: 3 clusters Score -5266094 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -5266158.500000 Penalty: 3516.258789
	Iteration 27Q: 3 clusters Score -5266158 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5266224.000000 Penalty: 3516.258789
	Iteration 28Q: 3 clusters Score -5266224 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5266290.000000 Penalty: 3516.258789
	Iteration 29Q: 3 clusters Score -5266290 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5266354.000000 Penalty: 3516.258789
	Iteration 30Q: 3 clusters Score -5266354 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5266402.000000 Penalty: 3516.258789
	Iteration 31Q: 3 clusters Score -5266402 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5266463.000000 Penalty: 3516.258789
	Iteration 32Q: 3 clusters Score -5266463 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -5266520.000000 Penalty: 3516.258789
	Iteration 33Q: 3 clusters Score -5266520 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5266572 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -5266604.500000 Penalty: 3516.258789
	Iteration 35Q: 3 clusters Score -5266604 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -5266636.000000 Penalty: 3516.258789
	Iteration 36Q: 3 clusters Score -5266636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -5266654.500000 Penalty: 3516.258789
	Iteration 37Q: 3 clusters Score -5266654 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5266702.000000 Penalty: 3516.258789
	Iteration 38Q: 3 clusters Score -5266702 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5266724.500000 Penalty: 3516.258789
	Iteration 39Q: 3 clusters Score -5266724 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -5266732.500000 Penalty: 3516.258789
	Iteration 40F: 3 clusters Score -5266732 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5266764 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -5266802.000000 Penalty: 3516.258789
	Iteration 42Q: 3 clusters Score -5266802 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5266842.500000 Penalty: 3516.258789
	Iteration 43Q: 3 clusters Score -5266842 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5266862.500000 Penalty: 3516.258789
	Iteration 44Q: 3 clusters Score -5266862 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -5266861.500000 Penalty: 3516.258789
	Iteration 45Q: 3 clusters Score -5266862 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5266873.500000 Penalty: 3516.258789
	Iteration 46Q: 3 clusters Score -5266874 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -5266903.500000 Penalty: 3516.258789
	Iteration 47Q: 3 clusters Score -5266904 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -5266892.500000 Penalty: 3516.258789
	Iteration 48Q: 3 clusters Score -5266892 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -5266891.500000 Penalty: 3516.258789
	Iteration 49Q: 3 clusters Score -5266892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5266905.500000 Penalty: 3516.258789
	Iteration 50Q: 3 clusters Score -5266906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5266901.500000 Penalty: 3516.258789
	Iteration 51Q: 3 clusters Score -5266902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5266926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5266941 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5266957.500000 Penalty: 3516.258789
	Iteration 54Q: 3 clusters Score -5266958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5266961 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5266986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5266989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5267007.500000 Penalty: 3516.258789
	Iteration 58Q: 3 clusters Score -5267008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -5267010.000000 Penalty: 3516.258789
	Iteration 59Q: 3 clusters Score -5267010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5267031.000000 Penalty: 3516.258789
	Iteration 60F: 3 clusters Score -5267031 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5267030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -5267039.500000 Penalty: 3516.258789
	Iteration 62Q: 3 clusters Score -5267040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -5267052.500000 Penalty: 3516.258789
	Iteration 63Q: 3 clusters Score -5267052 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5267064 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5267099 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5267107 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5267132 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -5267161.500000 Penalty: 3516.258789
	Iteration 68Q: 3 clusters Score -5267162 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5267218.500000 Penalty: 3516.258789
	Iteration 69Q: 3 clusters Score -5267218 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5267259.500000 Penalty: 3516.258789
	Iteration 70Q: 3 clusters Score -5267260 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5267344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5267418 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -5267518.500000 Penalty: 3516.258789
	Iteration 73Q: 3 clusters Score -5267518 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5267601.000000 Penalty: 3516.258789
	Iteration 74Q: 3 clusters Score -5267601 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5267676.500000 Penalty: 3516.258789
	Iteration 75Q: 3 clusters Score -5267676 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5267758 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -5267831.000000 Penalty: 3516.258789
	Iteration 77Q: 3 clusters Score -5267831 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -5267867.500000 Penalty: 3516.258789
	Iteration 78Q: 3 clusters Score -5267868 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5267900 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -5267916.500000 Penalty: 3516.258789
	Iteration 80F: 3 clusters Score -5267916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5267921.500000 Penalty: 3516.258789
	Iteration 81Q: 3 clusters Score -5267922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5267948.500000 Penalty: 3516.258789
	Iteration 82Q: 3 clusters Score -5267948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -5267971.500000 Penalty: 3516.258789
	Iteration 83Q: 3 clusters Score -5267972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -5267970.500000 Penalty: 3516.258789
	Iteration 84Q: 3 clusters Score -5267970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5267958.500000 Penalty: 3516.258789
	Iteration 85Q: 3 clusters Score -5267958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5267990.000000 Penalty: 3516.258789
	Iteration 86Q: 3 clusters Score -5267990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5267993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5267993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5267989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5268006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5268007 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5268004.500000 Penalty: 3516.258789
	Iteration 92Q: 3 clusters Score -5268004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5268008 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5268018.000000 Penalty: 3516.258789
	Iteration 94Q: 3 clusters Score -5268018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -5268013.500000 Penalty: 3516.258789
	Iteration 95Q: 3 clusters Score -5268014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5268032.000000 Penalty: 3516.258789
	Iteration 96Q: 3 clusters Score -5268032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -5268040.500000 Penalty: 3516.258789
	Iteration 97Q: 3 clusters Score -5268040 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5268038.000000 Penalty: 3516.258789
	Iteration 98Q: 3 clusters Score -5268038 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -5268043.000000 Penalty: 3516.258789
	Iteration 99Q: 3 clusters Score -5268043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5268042.000000 Penalty: 3516.258789
	Iteration 100F: 3 clusters Score -5268042 nChanged 56
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Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5268056.000000 Penalty: 3516.258789
	Iteration 101Q: 3 clusters Score -5268056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5268047.000000 Penalty: 3516.258789
	Iteration 102Q: 3 clusters Score -5268047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5268054.500000 Penalty: 3516.258789
	Iteration 103Q: 3 clusters Score -5268054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -5268058.500000 Penalty: 3516.258789
	Iteration 104Q: 3 clusters Score -5268058 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5268065 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5268067.500000 Penalty: 3516.258789
	Iteration 106Q: 3 clusters Score -5268068 nChanged 44
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Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5268062.000000 Penalty: 3516.258789
	Iteration 107Q: 3 clusters Score -5268062 nChanged 41
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Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -5268064.500000 Penalty: 3516.258789
	Iteration 108Q: 3 clusters Score -5268064 nChanged 40
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Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5268068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -5268075.500000 Penalty: 3516.258789
	Iteration 110Q: 3 clusters Score -5268076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -5268085.500000 Penalty: 3516.258789
	Iteration 111Q: 3 clusters Score -5268086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5268089.500000 Penalty: 3516.258789
	Iteration 112Q: 3 clusters Score -5268090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -5268101.000000 Penalty: 3516.258789
	Iteration 113Q: 3 clusters Score -5268101 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -5268098.000000 Penalty: 3516.258789
	Iteration 114Q: 3 clusters Score -5268098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5268104.500000 Penalty: 3516.258789
	Iteration 115Q: 3 clusters Score -5268104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -5268102.500000 Penalty: 3516.258789
	Iteration 116Q: 3 clusters Score -5268102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -5268112.500000 Penalty: 3516.258789
	Iteration 117Q: 3 clusters Score -5268112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5268114.500000 Penalty: 3516.258789
	Iteration 118Q: 3 clusters Score -5268114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -5268113.500000 Penalty: 3516.258789
	Iteration 119Q: 3 clusters Score -5268114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -5268114.500000 Penalty: 3516.258789
	Iteration 120F: 3 clusters Score -5268114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -5268109.000000 Penalty: 3516.258789
	Iteration 121Q: 3 clusters Score -5268109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -5268104.500000 Penalty: 3516.258789
	Iteration 122Q: 3 clusters Score -5268104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -5268110.000000 Penalty: 3516.258789
	Iteration 123Q: 3 clusters Score -5268110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5268116.000000 Penalty: 3516.258789
	Iteration 124Q: 3 clusters Score -5268116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5268124.000000 Penalty: 3516.258789
	Iteration 125Q: 3 clusters Score -5268124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -5268122.000000 Penalty: 3516.258789
	Iteration 126Q: 3 clusters Score -5268122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -5268121.500000 Penalty: 3516.258789
	Iteration 127Q: 3 clusters Score -5268122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -5268128.000000 Penalty: 3516.258789
	Iteration 128Q: 3 clusters Score -5268128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5268134.500000 Penalty: 3516.258789
	Iteration 129Q: 3 clusters Score -5268134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -5268125.500000 Penalty: 3516.258789
	Iteration 130Q: 3 clusters Score -5268126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5268123.500000 Penalty: 3516.258789
	Iteration 131Q: 3 clusters Score -5268124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -5268121.500000 Penalty: 3516.258789
	Iteration 132Q: 3 clusters Score -5268122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5268119.500000 Penalty: 3516.258789
	Iteration 133Q: 3 clusters Score -5268120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -5268127.500000 Penalty: 3516.258789
	Iteration 134Q: 3 clusters Score -5268128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -5268128.500000 Penalty: 3516.258789
	Iteration 135Q: 3 clusters Score -5268128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -5268128.500000 Penalty: 3516.258789
	Iteration 136F: 3 clusters Score -5268128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 175758 members 
Mstep: Class 24 contains 2653 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 5169 members 
Mstep: Class 28 contains 13751 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 4277 members 
Mstep: Class 32 contains 677 members 
Mstep: Class 33 contains 115677 members 
Mstep: Class 34 contains 36223 members 
Entering Unmasked Estep 
Score: -101015064.000000 Penalty: 76182.656250
Splitting cluster 28 changes total score from -101011168.000000 to -101015064.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (24693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Entering Unmasked Estep 
Score: -2678404.000000 Penalty: 1643.569702
	Iteration 0F: 2 clusters Score -2678404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2661583.250000 Penalty: 3287.139404
	Iteration 0F: 3 clusters Score -2661583 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2667973.250000 Penalty: 3287.139404
	Iteration 1F: 3 clusters Score -2667973 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2668438.000000 Penalty: 3287.139404
	Iteration 2F: 3 clusters Score -2668438 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2668947.250000 Penalty: 3287.139404
	Iteration 3Q: 3 clusters Score -2668947 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2669541.750000 Penalty: 3287.139404
	Iteration 4F: 3 clusters Score -2669542 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2670331.000000 Penalty: 3287.139404
	Iteration 5F: 3 clusters Score -2670331 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2671480.750000 Penalty: 3287.139404
	Iteration 6F: 3 clusters Score -2671481 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2673272.250000 Penalty: 3287.139404
	Iteration 7F: 3 clusters Score -2673272 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2675801.250000 Penalty: 3287.139404
	Iteration 8F: 3 clusters Score -2675801 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2678297.500000 Penalty: 3287.139404
	Iteration 9F: 3 clusters Score -2678298 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2679654.500000 Penalty: 3287.139404
	Iteration 10Q: 3 clusters Score -2679654 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2680099.750000 Penalty: 3287.139404
	Iteration 11Q: 3 clusters Score -2680100 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2680281.500000 Penalty: 3287.139404
	Iteration 12Q: 3 clusters Score -2680282 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2680369.500000 Penalty: 3287.139404
	Iteration 13Q: 3 clusters Score -2680370 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2680421.750000 Penalty: 3287.139404
	Iteration 14Q: 3 clusters Score -2680422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2680451.250000 Penalty: 3287.139404
	Iteration 15Q: 3 clusters Score -2680451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2680472.000000 Penalty: 3287.139404
	Iteration 16Q: 3 clusters Score -2680472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2680473.000000 Penalty: 3287.139404
	Iteration 17Q: 3 clusters Score -2680473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2680478.500000 Penalty: 3287.139404
	Iteration 18Q: 3 clusters Score -2680478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2680485.000000 Penalty: 3287.139404
	Iteration 19Q: 3 clusters Score -2680485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2680485.000000 Penalty: 3287.139404
	Iteration 20F: 3 clusters Score -2680485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2680489.000000 Penalty: 3287.139404
	Iteration 21Q: 3 clusters Score -2680489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2680491.000000 Penalty: 3287.139404
	Iteration 22Q: 3 clusters Score -2680491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2680492.250000 Penalty: 3287.139404
	Iteration 23Q: 3 clusters Score -2680492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2680491.250000 Penalty: 3287.139404
	Iteration 24Q: 3 clusters Score -2680491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2680487.500000 Penalty: 3287.139404
	Iteration 25Q: 3 clusters Score -2680488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2680491.250000 Penalty: 3287.139404
	Iteration 26Q: 3 clusters Score -2680491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2680492.750000 Penalty: 3287.139404
	Iteration 27Q: 3 clusters Score -2680493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2680488.750000 Penalty: 3287.139404
	Iteration 28Q: 3 clusters Score -2680489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2680490.500000 Penalty: 3287.139404
	Iteration 29Q: 3 clusters Score -2680490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2680489.750000 Penalty: 3287.139404
	Iteration 30Q: 3 clusters Score -2680490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2680491.500000 Penalty: 3287.139404
	Iteration 31Q: 3 clusters Score -2680492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2680487.750000 Penalty: 3287.139404
	Iteration 32Q: 3 clusters Score -2680488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2680484.500000 Penalty: 3287.139404
	Iteration 33Q: 3 clusters Score -2680484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2680487.750000 Penalty: 3287.139404
	Iteration 34Q: 3 clusters Score -2680488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2680487.250000 Penalty: 3287.139404
	Iteration 35Q: 3 clusters Score -2680487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2680487.250000 Penalty: 3287.139404
	Iteration 36F: 3 clusters Score -2680487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 175758 members 
Mstep: Class 24 contains 2653 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 5169 members 
Mstep: Class 28 contains 13751 members 
Mstep: Class 29 contains 10897 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 4277 members 
Mstep: Class 32 contains 677 members 
Mstep: Class 33 contains 115677 members 
Mstep: Class 34 contains 36223 members 
Mstep: Class 35 contains 13796 members 
Entering Unmasked Estep 
Score: -101016400.000000 Penalty: 78423.320312
Splitting cluster 29 changes total score from -101011168.000000 to -101016400.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 66856 members 
Mstep: Class 19 contains 180496 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 175758 members 
Mstep: Class 24 contains 2653 members 
Mstep: Class 25 contains 106274 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 5169 members 
Mstep: Class 28 contains 13751 members 
Mstep: Class 29 contains 10897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101020576.000000 Penalty: 78423.320312
Iteration 79Q: 36 clusters Score -1.010206e+08 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6404 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10684 members 
Mstep: Class 6 contains 88626 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 10200 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 5243 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 11596 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 66947 members 
Mstep: Class 19 contains 181063 members 
Mstep: Class 20 contains 4006 members 
Mstep: Class 21 contains 29611 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 178807 members 
Mstep: Class 24 contains 2643 members 
Mstep: Class 25 contains 105967 members 
Mstep: Class 26 contains 15577 members 
Mstep: Class 27 contains 5792 members 
Mstep: Class 28 contains 13631 members 
Mstep: Class 29 contains 11126 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 4337 members 
Mstep: Class 32 contains 668 members 
Mstep: Class 33 contains 113735 members 
Mstep: Class 34 contains 35094 members 
Mstep: Class 35 contains 12958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023680.000000 Penalty: 78423.320312
Iteration 80F: 36 clusters Score -1.010237e+08 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6361 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 88615 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 9827 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 10207 members 
Mstep: Class 12 contains 2798 members 
Mstep: Class 13 contains 5270 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 66808 members 
Mstep: Class 19 contains 180912 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 29172 members 
Mstep: Class 22 contains 156 members 
Mstep: Class 23 contains 179012 members 
Mstep: Class 24 contains 2651 members 
Mstep: Class 25 contains 105736 members 
Mstep: Class 26 contains 15540 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 13601 members 
Mstep: Class 29 contains 11372 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 4381 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 113590 members 
Mstep: Class 34 contains 35086 members 
Mstep: Class 35 contains 13582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026768.000000 Penalty: 78423.320312
Iteration 81Q: 36 clusters Score -1.010268e+08 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10590 members 
Mstep: Class 6 contains 88615 members 
Mstep: Class 7 contains 696 members 
Mstep: Class 8 contains 9921 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 10213 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 13199 members 
Mstep: Class 15 contains 12736 members 
Mstep: Class 16 contains 11279 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 66702 members 
Mstep: Class 19 contains 180845 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 28750 members 
Mstep: Class 22 contains 162 members 
Mstep: Class 23 contains 178919 members 
Mstep: Class 24 contains 2664 members 
Mstep: Class 25 contains 105522 members 
Mstep: Class 26 contains 15540 members 
Mstep: Class 27 contains 6804 members 
Mstep: Class 28 contains 13665 members 
Mstep: Class 29 contains 11659 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 4412 members 
Mstep: Class 32 contains 774 members 
Mstep: Class 33 contains 113372 members 
Mstep: Class 34 contains 34973 members 
Mstep: Class 35 contains 14074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101028392.000000 Penalty: 78423.320312
Iteration 82Q: 36 clusters Score -1.010284e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 10575 members 
Mstep: Class 6 contains 88604 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 10008 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 10213 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 5331 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 66610 members 
Mstep: Class 19 contains 180808 members 
Mstep: Class 20 contains 4012 members 
Mstep: Class 21 contains 28374 members 
Mstep: Class 22 contains 163 members 
Mstep: Class 23 contains 178680 members 
Mstep: Class 24 contains 2662 members 
Mstep: Class 25 contains 105336 members 
Mstep: Class 26 contains 15530 members 
Mstep: Class 27 contains 7259 members 
Mstep: Class 28 contains 13742 members 
Mstep: Class 29 contains 11962 members 
Mstep: Class 30 contains 574 members 
Mstep: Class 31 contains 4438 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 113147 members 
Mstep: Class 34 contains 34881 members 
Mstep: Class 35 contains 14516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029672.000000 Penalty: 78423.320312
Iteration 83Q: 36 clusters Score -1.010297e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 10569 members 
Mstep: Class 6 contains 88591 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 10079 members 
Mstep: Class 9 contains 1370 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 11 contains 10222 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 5360 members 
Mstep: Class 14 contains 13209 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 11154 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 66539 members 
Mstep: Class 19 contains 180787 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 28035 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 178413 members 
Mstep: Class 24 contains 2662 members 
Mstep: Class 25 contains 105182 members 
Mstep: Class 26 contains 15548 members 
Mstep: Class 27 contains 7678 members 
Mstep: Class 28 contains 13824 members 
Mstep: Class 29 contains 12181 members 
Mstep: Class 30 contains 595 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 112923 members 
Mstep: Class 34 contains 34809 members 
Mstep: Class 35 contains 14923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030232.000000 Penalty: 78423.320312
Iteration 84Q: 36 clusters Score -1.010302e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10554 members 
Mstep: Class 6 contains 88578 members 
Mstep: Class 7 contains 671 members 
Mstep: Class 8 contains 10161 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 10227 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 12920 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 66492 members 
Mstep: Class 19 contains 180730 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 27731 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 178191 members 
Mstep: Class 24 contains 2668 members 
Mstep: Class 25 contains 105075 members 
Mstep: Class 26 contains 15561 members 
Mstep: Class 27 contains 8028 members 
Mstep: Class 28 contains 13880 members 
Mstep: Class 29 contains 12380 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 112761 members 
Mstep: Class 34 contains 34722 members 
Mstep: Class 35 contains 15264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030872.000000 Penalty: 78423.320312
Iteration 85Q: 36 clusters Score -1.010309e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 10545 members 
Mstep: Class 6 contains 88581 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 9 contains 1377 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 10232 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 5396 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 4879 members 
Mstep: Class 18 contains 66443 members 
Mstep: Class 19 contains 180687 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 27461 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 178005 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 104996 members 
Mstep: Class 26 contains 15580 members 
Mstep: Class 27 contains 8349 members 
Mstep: Class 28 contains 13946 members 
Mstep: Class 29 contains 12541 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 860 members 
Mstep: Class 33 contains 112585 members 
Mstep: Class 34 contains 34646 members 
Mstep: Class 35 contains 15558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031616.000000 Penalty: 78423.320312
Iteration 86Q: 36 clusters Score -1.010316e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 10541 members 
Mstep: Class 6 contains 88573 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 8 contains 10284 members 
Mstep: Class 9 contains 1390 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 10235 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 5410 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 11072 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 66431 members 
Mstep: Class 19 contains 180669 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 27245 members 
Mstep: Class 22 contains 176 members 
Mstep: Class 23 contains 177787 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 104928 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 8637 members 
Mstep: Class 28 contains 13989 members 
Mstep: Class 29 contains 12677 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4529 members 
Mstep: Class 32 contains 871 members 
Mstep: Class 33 contains 112411 members 
Mstep: Class 34 contains 34594 members 
Mstep: Class 35 contains 15796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101032104.000000 Penalty: 78423.320312
Iteration 87Q: 36 clusters Score -1.010321e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 88567 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 13 contains 5427 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 13019 members 
Mstep: Class 16 contains 11065 members 
Mstep: Class 17 contains 4755 members 
Mstep: Class 18 contains 66415 members 
Mstep: Class 19 contains 180662 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 27082 members 
Mstep: Class 22 contains 177 members 
Mstep: Class 23 contains 177592 members 
Mstep: Class 24 contains 2683 members 
Mstep: Class 25 contains 104879 members 
Mstep: Class 26 contains 15616 members 
Mstep: Class 27 contains 8865 members 
Mstep: Class 28 contains 14024 members 
Mstep: Class 29 contains 12781 members 
Mstep: Class 30 contains 657 members 
Mstep: Class 31 contains 4545 members 
Mstep: Class 32 contains 879 members 
Mstep: Class 33 contains 112274 members 
Mstep: Class 34 contains 34553 members 
Mstep: Class 35 contains 15985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101032104.000000 Penalty: 78423.320312
Iteration 88Q: 36 clusters Score -1.010321e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 88562 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 1424 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 10237 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 5437 members 
Mstep: Class 14 contains 13196 members 
Mstep: Class 15 contains 13048 members 
Mstep: Class 16 contains 11052 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 66398 members 
Mstep: Class 19 contains 180647 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 26954 members 
Mstep: Class 22 contains 179 members 
Mstep: Class 23 contains 177444 members 
Mstep: Class 24 contains 2684 members 
Mstep: Class 25 contains 104833 members 
Mstep: Class 26 contains 15630 members 
Mstep: Class 27 contains 9069 members 
Mstep: Class 28 contains 14055 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 657 members 
Mstep: Class 31 contains 4561 members 
Mstep: Class 32 contains 882 members 
Mstep: Class 33 contains 112138 members 
Mstep: Class 34 contains 34507 members 
Mstep: Class 35 contains 16148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101032480.000000 Penalty: 78423.320312
Iteration 89Q: 36 clusters Score -1.010325e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6283 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 88561 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 10393 members 
Mstep: Class 9 contains 1439 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 10236 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 5437 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 13071 members 
Mstep: Class 16 contains 11041 members 
Mstep: Class 17 contains 4675 members 
Mstep: Class 18 contains 66385 members 
Mstep: Class 19 contains 180594 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 26851 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 177356 members 
Mstep: Class 24 contains 2688 members 
Mstep: Class 25 contains 104793 members 
Mstep: Class 26 contains 15637 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 14087 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 659 members 
Mstep: Class 31 contains 4571 members 
Mstep: Class 32 contains 883 members 
Mstep: Class 33 contains 112024 members 
Mstep: Class 34 contains 34481 members 
Mstep: Class 35 contains 16273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101032504.000000 Penalty: 78423.320312
Iteration 90Q: 36 clusters Score -1.010325e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6283 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 88566 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 10403 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 10237 members 
Mstep: Class 12 contains 2756 members 
Mstep: Class 13 contains 5443 members 
Mstep: Class 14 contains 13208 members 
Mstep: Class 15 contains 13081 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 18 contains 66371 members 
Mstep: Class 19 contains 180542 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 26769 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 177300 members 
Mstep: Class 24 contains 2688 members 
Mstep: Class 25 contains 104763 members 
Mstep: Class 26 contains 15643 members 
Mstep: Class 27 contains 9386 members 
Mstep: Class 28 contains 14120 members 
Mstep: Class 29 contains 13016 members 
Mstep: Class 30 contains 663 members 
Mstep: Class 31 contains 4582 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 111952 members 
Mstep: Class 34 contains 34445 members 
Mstep: Class 35 contains 16383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101032696.000000 Penalty: 78423.320312
Iteration 91Q: 36 clusters Score -1.010327e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 88566 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 11 contains 10239 members 
Mstep: Class 12 contains 2751 members 
Mstep: Class 13 contains 5447 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 13092 members 
Mstep: Class 16 contains 11011 members 
Mstep: Class 17 contains 4614 members 
Mstep: Class 18 contains 66362 members 
Mstep: Class 19 contains 180503 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 26696 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 177231 members 
Mstep: Class 24 contains 2688 members 
Mstep: Class 25 contains 104738 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 9517 members 
Mstep: Class 28 contains 14151 members 
Mstep: Class 29 contains 13069 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 111862 members 
Mstep: Class 34 contains 34404 members 
Mstep: Class 35 contains 16506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101032896.000000 Penalty: 78423.320312
Iteration 92Q: 36 clusters Score -1.010329e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6285 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 88567 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 13208 members 
Mstep: Class 15 contains 13100 members 
Mstep: Class 16 contains 11007 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 66353 members 
Mstep: Class 19 contains 180477 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 26625 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 177157 members 
Mstep: Class 24 contains 2691 members 
Mstep: Class 25 contains 104707 members 
Mstep: Class 26 contains 15651 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 14182 members 
Mstep: Class 29 contains 13118 members 
Mstep: Class 30 contains 667 members 
Mstep: Class 31 contains 4610 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 111786 members 
Mstep: Class 34 contains 34367 members 
Mstep: Class 35 contains 16623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101032912.000000 Penalty: 78423.320312
Iteration 93Q: 36 clusters Score -1.010329e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10523 members 
Mstep: Class 6 contains 88566 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 1487 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 5458 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 15 contains 13104 members 
Mstep: Class 16 contains 11000 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 66341 members 
Mstep: Class 19 contains 180443 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 26552 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 177116 members 
Mstep: Class 24 contains 2693 members 
Mstep: Class 25 contains 104681 members 
Mstep: Class 26 contains 15660 members 
Mstep: Class 27 contains 9715 members 
Mstep: Class 28 contains 14211 members 
Mstep: Class 29 contains 13158 members 
Mstep: Class 30 contains 667 members 
Mstep: Class 31 contains 4625 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 111737 members 
Mstep: Class 34 contains 34336 members 
Mstep: Class 35 contains 16717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033224.000000 Penalty: 78423.320312
Iteration 94Q: 36 clusters Score -1.010332e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 88568 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 1496 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 5458 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 18 contains 66326 members 
Mstep: Class 19 contains 180409 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 26488 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 177041 members 
Mstep: Class 24 contains 2693 members 
Mstep: Class 25 contains 104665 members 
Mstep: Class 26 contains 15662 members 
Mstep: Class 27 contains 9793 members 
Mstep: Class 28 contains 14235 members 
Mstep: Class 29 contains 13197 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 4638 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 111701 members 
Mstep: Class 34 contains 34314 members 
Mstep: Class 35 contains 16823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033352.000000 Penalty: 78423.320312
Iteration 95Q: 36 clusters Score -1.010334e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 88568 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10449 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 5464 members 
Mstep: Class 14 contains 13200 members 
Mstep: Class 15 contains 13121 members 
Mstep: Class 16 contains 10984 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 18 contains 66306 members 
Mstep: Class 19 contains 180390 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 26438 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 176995 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 104649 members 
Mstep: Class 26 contains 15666 members 
Mstep: Class 27 contains 9846 members 
Mstep: Class 28 contains 14257 members 
Mstep: Class 29 contains 13228 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 4655 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 111665 members 
Mstep: Class 34 contains 34300 members 
Mstep: Class 35 contains 16912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033400.000000 Penalty: 78423.320312
Iteration 96Q: 36 clusters Score -1.010334e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10535 members 
Mstep: Class 6 contains 88568 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10456 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 5470 members 
Mstep: Class 14 contains 13195 members 
Mstep: Class 15 contains 13125 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 4524 members 
Mstep: Class 18 contains 66287 members 
Mstep: Class 19 contains 180382 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 26390 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 176943 members 
Mstep: Class 24 contains 2693 members 
Mstep: Class 25 contains 104632 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 9894 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 13258 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 4665 members 
Mstep: Class 32 contains 886 members 
Mstep: Class 33 contains 111636 members 
Mstep: Class 34 contains 34292 members 
Mstep: Class 35 contains 16989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033528.000000 Penalty: 78423.320312
Iteration 97Q: 36 clusters Score -1.010335e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10544 members 
Mstep: Class 6 contains 88567 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10462 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 3281 members 
Mstep: Class 11 contains 10246 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 13127 members 
Mstep: Class 16 contains 10971 members 
Mstep: Class 17 contains 4518 members 
Mstep: Class 18 contains 66271 members 
Mstep: Class 19 contains 180382 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 26343 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 176902 members 
Mstep: Class 24 contains 2692 members 
Mstep: Class 25 contains 104625 members 
Mstep: Class 26 contains 15661 members 
Mstep: Class 27 contains 9932 members 
Mstep: Class 28 contains 14279 members 
Mstep: Class 29 contains 13286 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 4674 members 
Mstep: Class 32 contains 886 members 
Mstep: Class 33 contains 111589 members 
Mstep: Class 34 contains 34302 members 
Mstep: Class 35 contains 17070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033624.000000 Penalty: 78423.320312
Iteration 98Q: 36 clusters Score -1.010336e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10547 members 
Mstep: Class 6 contains 88568 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 1511 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 5473 members 
Mstep: Class 14 contains 13184 members 
Mstep: Class 15 contains 13128 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 4508 members 
Mstep: Class 18 contains 66246 members 
Mstep: Class 19 contains 180375 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 26309 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 176865 members 
Mstep: Class 24 contains 2691 members 
Mstep: Class 25 contains 104611 members 
Mstep: Class 26 contains 15663 members 
Mstep: Class 27 contains 9965 members 
Mstep: Class 28 contains 14287 members 
Mstep: Class 29 contains 13312 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 4678 members 
Mstep: Class 32 contains 886 members 
Mstep: Class 33 contains 111553 members 
Mstep: Class 34 contains 34310 members 
Mstep: Class 35 contains 17142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101033616.000000 Penalty: 78423.320312
Iteration 99Q: 36 clusters Score -1.010336e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10549 members 
Mstep: Class 6 contains 88570 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 1515 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 10246 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5477 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13134 members 
Mstep: Class 16 contains 10962 members 
Mstep: Class 17 contains 4500 members 
Mstep: Class 18 contains 66226 members 
Mstep: Class 19 contains 180363 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 26294 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 176825 members 
Mstep: Class 24 contains 2692 members 
Mstep: Class 25 contains 104594 members 
Mstep: Class 26 contains 15668 members 
Mstep: Class 27 contains 9994 members 
Mstep: Class 28 contains 14295 members 
Mstep: Class 29 contains 13338 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 4679 members 
Mstep: Class 32 contains 886 members 
Mstep: Class 33 contains 111524 members 
Mstep: Class 34 contains 34309 members 
Mstep: Class 35 contains 17201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034064.000000 Penalty: 78423.320312
Iteration 100F: 36 clusters Score -1.010341e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10553 members 
Mstep: Class 6 contains 88567 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 10488 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 5481 members 
Mstep: Class 14 contains 13193 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 10954 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 66217 members 
Mstep: Class 19 contains 180360 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 26279 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 176753 members 
Mstep: Class 24 contains 2692 members 
Mstep: Class 25 contains 104580 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 10060 members 
Mstep: Class 28 contains 14304 members 
Mstep: Class 29 contains 13368 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 4684 members 
Mstep: Class 32 contains 898 members 
Mstep: Class 33 contains 111479 members 
Mstep: Class 34 contains 34312 members 
Mstep: Class 35 contains 17236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034560.000000 Penalty: 78423.320312
Iteration 101Q: 36 clusters Score -1.010346e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10557 members 
Mstep: Class 6 contains 88566 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 10499 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 10243 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 13193 members 
Mstep: Class 15 contains 13139 members 
Mstep: Class 16 contains 10952 members 
Mstep: Class 17 contains 4494 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 180368 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 26259 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 176718 members 
Mstep: Class 24 contains 2691 members 
Mstep: Class 25 contains 104569 members 
Mstep: Class 26 contains 15667 members 
Mstep: Class 27 contains 10104 members 
Mstep: Class 28 contains 14311 members 
Mstep: Class 29 contains 13389 members 
Mstep: Class 30 contains 667 members 
Mstep: Class 31 contains 4686 members 
Mstep: Class 32 contains 913 members 
Mstep: Class 33 contains 111429 members 
Mstep: Class 34 contains 34310 members 
Mstep: Class 35 contains 17263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034728.000000 Penalty: 78423.320312
Iteration 102Q: 36 clusters Score -1.010347e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10559 members 
Mstep: Class 6 contains 88565 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 8 contains 10511 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 10246 members 
Mstep: Class 12 contains 2679 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 13193 members 
Mstep: Class 15 contains 13142 members 
Mstep: Class 16 contains 10950 members 
Mstep: Class 17 contains 4492 members 
Mstep: Class 18 contains 66202 members 
Mstep: Class 19 contains 180375 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 26238 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 176687 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 104567 members 
Mstep: Class 26 contains 15667 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 14322 members 
Mstep: Class 29 contains 13403 members 
Mstep: Class 30 contains 669 members 
Mstep: Class 31 contains 4690 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 111387 members 
Mstep: Class 34 contains 34305 members 
Mstep: Class 35 contains 17280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034728.000000 Penalty: 78423.320312
Iteration 103Q: 36 clusters Score -1.010347e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10565 members 
Mstep: Class 6 contains 88564 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 10517 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 13194 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 10950 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 66194 members 
Mstep: Class 19 contains 180385 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 26225 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 176667 members 
Mstep: Class 24 contains 2690 members 
Mstep: Class 25 contains 104562 members 
Mstep: Class 26 contains 15666 members 
Mstep: Class 27 contains 10175 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 4695 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 111349 members 
Mstep: Class 34 contains 34301 members 
Mstep: Class 35 contains 17291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034664.000000 Penalty: 78423.320312
Iteration 104Q: 36 clusters Score -1.010347e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6207 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10566 members 
Mstep: Class 6 contains 88571 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 10515 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 3274 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 13193 members 
Mstep: Class 15 contains 13146 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 4486 members 
Mstep: Class 18 contains 66184 members 
Mstep: Class 19 contains 180407 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 26215 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176673 members 
Mstep: Class 24 contains 2692 members 
Mstep: Class 25 contains 104550 members 
Mstep: Class 26 contains 15661 members 
Mstep: Class 27 contains 10193 members 
Mstep: Class 28 contains 14337 members 
Mstep: Class 29 contains 13434 members 
Mstep: Class 30 contains 671 members 
Mstep: Class 31 contains 4702 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 111301 members 
Mstep: Class 34 contains 34302 members 
Mstep: Class 35 contains 17299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034712.000000 Penalty: 78423.320312
Iteration 105Q: 36 clusters Score -1.010347e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6184 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10573 members 
Mstep: Class 6 contains 88565 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10516 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2676 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 13193 members 
Mstep: Class 15 contains 13151 members 
Mstep: Class 16 contains 10949 members 
Mstep: Class 17 contains 4483 members 
Mstep: Class 18 contains 66179 members 
Mstep: Class 19 contains 180410 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 26206 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176664 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 104546 members 
Mstep: Class 26 contains 15659 members 
Mstep: Class 27 contains 10217 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 13440 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4711 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 111271 members 
Mstep: Class 34 contains 34295 members 
Mstep: Class 35 contains 17306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034656.000000 Penalty: 78423.320312
Iteration 106Q: 36 clusters Score -1.010347e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10573 members 
Mstep: Class 6 contains 88562 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10514 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 3267 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2676 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 13194 members 
Mstep: Class 15 contains 13150 members 
Mstep: Class 16 contains 10947 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 66167 members 
Mstep: Class 19 contains 180415 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 26198 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176689 members 
Mstep: Class 24 contains 2697 members 
Mstep: Class 25 contains 104543 members 
Mstep: Class 26 contains 15660 members 
Mstep: Class 27 contains 10230 members 
Mstep: Class 28 contains 14363 members 
Mstep: Class 29 contains 13442 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4717 members 
Mstep: Class 32 contains 1032 members 
Mstep: Class 33 contains 111239 members 
Mstep: Class 34 contains 34294 members 
Mstep: Class 35 contains 17308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034664.000000 Penalty: 78423.320312
Iteration 107Q: 36 clusters Score -1.010347e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10571 members 
Mstep: Class 6 contains 88565 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10517 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 13 contains 5490 members 
Mstep: Class 14 contains 13194 members 
Mstep: Class 15 contains 13150 members 
Mstep: Class 16 contains 10948 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 66153 members 
Mstep: Class 19 contains 180422 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26183 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176698 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 104540 members 
Mstep: Class 26 contains 15656 members 
Mstep: Class 27 contains 10247 members 
Mstep: Class 28 contains 14380 members 
Mstep: Class 29 contains 13443 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4724 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 111216 members 
Mstep: Class 34 contains 34296 members 
Mstep: Class 35 contains 17312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034896.000000 Penalty: 78423.320312
Iteration 108Q: 36 clusters Score -1.010349e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10571 members 
Mstep: Class 6 contains 88561 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10520 members 
Mstep: Class 9 contains 1530 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13191 members 
Mstep: Class 15 contains 13152 members 
Mstep: Class 16 contains 10942 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 66136 members 
Mstep: Class 19 contains 180426 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26169 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176701 members 
Mstep: Class 24 contains 2702 members 
Mstep: Class 25 contains 104542 members 
Mstep: Class 26 contains 15657 members 
Mstep: Class 27 contains 10258 members 
Mstep: Class 28 contains 14403 members 
Mstep: Class 29 contains 13447 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 1087 members 
Mstep: Class 33 contains 111199 members 
Mstep: Class 34 contains 34294 members 
Mstep: Class 35 contains 17320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034904.000000 Penalty: 78423.320312
Iteration 109Q: 36 clusters Score -1.010349e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6069 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 88557 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10520 members 
Mstep: Class 9 contains 1533 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13152 members 
Mstep: Class 16 contains 10941 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 66124 members 
Mstep: Class 19 contains 180439 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26157 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176702 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 104540 members 
Mstep: Class 26 contains 15656 members 
Mstep: Class 27 contains 10269 members 
Mstep: Class 28 contains 14426 members 
Mstep: Class 29 contains 13451 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 1109 members 
Mstep: Class 33 contains 111179 members 
Mstep: Class 34 contains 34279 members 
Mstep: Class 35 contains 17329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034864.000000 Penalty: 78423.320312
Iteration 110Q: 36 clusters Score -1.010349e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6059 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10566 members 
Mstep: Class 6 contains 88545 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10522 members 
Mstep: Class 9 contains 1538 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13152 members 
Mstep: Class 16 contains 10937 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 66113 members 
Mstep: Class 19 contains 180439 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26143 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176711 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 104537 members 
Mstep: Class 26 contains 15661 members 
Mstep: Class 27 contains 10278 members 
Mstep: Class 28 contains 14444 members 
Mstep: Class 29 contains 13458 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4737 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 111161 members 
Mstep: Class 34 contains 34273 members 
Mstep: Class 35 contains 17334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034896.000000 Penalty: 78423.320312
Iteration 111Q: 36 clusters Score -1.010349e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10564 members 
Mstep: Class 6 contains 88541 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10522 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13152 members 
Mstep: Class 16 contains 10934 members 
Mstep: Class 17 contains 4479 members 
Mstep: Class 18 contains 66104 members 
Mstep: Class 19 contains 180441 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 26133 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176725 members 
Mstep: Class 24 contains 2711 members 
Mstep: Class 25 contains 104533 members 
Mstep: Class 26 contains 15660 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 14454 members 
Mstep: Class 29 contains 13463 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4742 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 111139 members 
Mstep: Class 34 contains 34268 members 
Mstep: Class 35 contains 17341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035000.000000 Penalty: 78423.320312
Iteration 112Q: 36 clusters Score -1.01035e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10558 members 
Mstep: Class 6 contains 88539 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10526 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13154 members 
Mstep: Class 16 contains 10933 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 66095 members 
Mstep: Class 19 contains 180442 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 26125 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 176722 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 104531 members 
Mstep: Class 26 contains 15659 members 
Mstep: Class 27 contains 10307 members 
Mstep: Class 28 contains 14464 members 
Mstep: Class 29 contains 13467 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4748 members 
Mstep: Class 32 contains 1158 members 
Mstep: Class 33 contains 111120 members 
Mstep: Class 34 contains 34265 members 
Mstep: Class 35 contains 17349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035080.000000 Penalty: 78423.320312
Iteration 113Q: 36 clusters Score -1.010351e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10559 members 
Mstep: Class 6 contains 88542 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 10246 members 
Mstep: Class 12 contains 2667 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13154 members 
Mstep: Class 16 contains 10935 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 66083 members 
Mstep: Class 19 contains 180439 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 26122 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176723 members 
Mstep: Class 24 contains 2724 members 
Mstep: Class 25 contains 104531 members 
Mstep: Class 26 contains 15663 members 
Mstep: Class 27 contains 10324 members 
Mstep: Class 28 contains 14473 members 
Mstep: Class 29 contains 13468 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4752 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 111097 members 
Mstep: Class 34 contains 34263 members 
Mstep: Class 35 contains 17358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035040.000000 Penalty: 78423.320312
Iteration 114Q: 36 clusters Score -1.01035e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6004 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10558 members 
Mstep: Class 6 contains 88545 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10528 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13154 members 
Mstep: Class 16 contains 10937 members 
Mstep: Class 17 contains 4472 members 
Mstep: Class 18 contains 66067 members 
Mstep: Class 19 contains 180434 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 26109 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176735 members 
Mstep: Class 24 contains 2732 members 
Mstep: Class 25 contains 104530 members 
Mstep: Class 26 contains 15665 members 
Mstep: Class 27 contains 10333 members 
Mstep: Class 28 contains 14485 members 
Mstep: Class 29 contains 13468 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4753 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 111089 members 
Mstep: Class 34 contains 34259 members 
Mstep: Class 35 contains 17365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034992.000000 Penalty: 78423.320312
Iteration 115Q: 36 clusters Score -1.01035e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10560 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10528 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 3252 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2662 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 66057 members 
Mstep: Class 19 contains 180436 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 26107 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176739 members 
Mstep: Class 24 contains 2738 members 
Mstep: Class 25 contains 104530 members 
Mstep: Class 26 contains 15670 members 
Mstep: Class 27 contains 10342 members 
Mstep: Class 28 contains 14497 members 
Mstep: Class 29 contains 13469 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4754 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 111074 members 
Mstep: Class 34 contains 34254 members 
Mstep: Class 35 contains 17370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034912.000000 Penalty: 78423.320312
Iteration 116Q: 36 clusters Score -1.010349e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10561 members 
Mstep: Class 6 contains 88546 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10528 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2661 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10939 members 
Mstep: Class 17 contains 4463 members 
Mstep: Class 18 contains 66046 members 
Mstep: Class 19 contains 180437 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26102 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176739 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 104531 members 
Mstep: Class 26 contains 15671 members 
Mstep: Class 27 contains 10349 members 
Mstep: Class 28 contains 14508 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4756 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 111069 members 
Mstep: Class 34 contains 34249 members 
Mstep: Class 35 contains 17375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034888.000000 Penalty: 78423.320312
Iteration 117Q: 36 clusters Score -1.010349e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10557 members 
Mstep: Class 6 contains 88545 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 66042 members 
Mstep: Class 19 contains 180437 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26096 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176754 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 104532 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 10355 members 
Mstep: Class 28 contains 14512 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4759 members 
Mstep: Class 32 contains 1172 members 
Mstep: Class 33 contains 111060 members 
Mstep: Class 34 contains 34247 members 
Mstep: Class 35 contains 17375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034824.000000 Penalty: 78423.320312
Iteration 118Q: 36 clusters Score -1.010348e+08 nChanged 67
Entering ConstructFrom: 
Score: -101034824.000000 Penalty: 78423.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Entering Unmasked Estep 
Score: -606768.500000 Penalty: 1410.774658
	Iteration 0F: 2 clusters Score -606768.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -602185.250000 Penalty: 2821.549316
	Iteration 0F: 3 clusters Score -602185.2 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -603584.937500 Penalty: 2821.549316
	Iteration 1F: 3 clusters Score -603584.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -603826.437500 Penalty: 2821.549316
	Iteration 2F: 3 clusters Score -603826.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -604030.437500 Penalty: 2821.549316
	Iteration 3F: 3 clusters Score -604030.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -604204.375000 Penalty: 2821.549316
	Iteration 4F: 3 clusters Score -604204.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -604366.062500 Penalty: 2821.549316
	Iteration 5Q: 3 clusters Score -604366.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -604535.687500 Penalty: 2821.549316
	Iteration 6Q: 3 clusters Score -604535.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -604709.062500 Penalty: 2821.549316
	Iteration 7Q: 3 clusters Score -604709.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -604853.312500 Penalty: 2821.549316
	Iteration 8Q: 3 clusters Score -604853.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -604963.750000 Penalty: 2821.549316
	Iteration 9Q: 3 clusters Score -604963.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -605080.062500 Penalty: 2821.549316
	Iteration 10Q: 3 clusters Score -605080.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -605188.312500 Penalty: 2821.549316
	Iteration 11Q: 3 clusters Score -605188.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -605299.062500 Penalty: 2821.549316
	Iteration 12Q: 3 clusters Score -605299.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -605386.625000 Penalty: 2821.549316
	Iteration 13Q: 3 clusters Score -605386.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -605442.812500 Penalty: 2821.549316
	Iteration 14Q: 3 clusters Score -605442.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -605482.312500 Penalty: 2821.549316
	Iteration 15Q: 3 clusters Score -605482.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -605513.062500 Penalty: 2821.549316
	Iteration 16Q: 3 clusters Score -605513.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -605546.312500 Penalty: 2821.549316
	Iteration 17Q: 3 clusters Score -605546.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -605568.312500 Penalty: 2821.549316
	Iteration 18Q: 3 clusters Score -605568.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -605583.437500 Penalty: 2821.549316
	Iteration 19Q: 3 clusters Score -605583.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -605597.625000 Penalty: 2821.549316
	Iteration 20F: 3 clusters Score -605597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -605610.000000 Penalty: 2821.549316
	Iteration 21Q: 3 clusters Score -605610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -605620.000000 Penalty: 2821.549316
	Iteration 22Q: 3 clusters Score -605620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -605626.375000 Penalty: 2821.549316
	Iteration 23Q: 3 clusters Score -605626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -605629.812500 Penalty: 2821.549316
	Iteration 24Q: 3 clusters Score -605629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -605633.625000 Penalty: 2821.549316
	Iteration 25Q: 3 clusters Score -605633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -605636.812500 Penalty: 2821.549316
	Iteration 26Q: 3 clusters Score -605636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -605640.375000 Penalty: 2821.549316
	Iteration 27Q: 3 clusters Score -605640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -605645.875000 Penalty: 2821.549316
	Iteration 28Q: 3 clusters Score -605645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -605649.812500 Penalty: 2821.549316
	Iteration 29Q: 3 clusters Score -605649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -605651.625000 Penalty: 2821.549316
	Iteration 30Q: 3 clusters Score -605651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -605655.125000 Penalty: 2821.549316
	Iteration 31Q: 3 clusters Score -605655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -605657.437500 Penalty: 2821.549316
	Iteration 32Q: 3 clusters Score -605657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -605660.437500 Penalty: 2821.549316
	Iteration 33Q: 3 clusters Score -605660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -605663.750000 Penalty: 2821.549316
	Iteration 34Q: 3 clusters Score -605663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -605665.125000 Penalty: 2821.549316
	Iteration 35Q: 3 clusters Score -605665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -605667.875000 Penalty: 2821.549316
	Iteration 36Q: 3 clusters Score -605667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -605669.562500 Penalty: 2821.549316
	Iteration 37Q: 3 clusters Score -605669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -605672.375000 Penalty: 2821.549316
	Iteration 38Q: 3 clusters Score -605672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -605675.375000 Penalty: 2821.549316
	Iteration 39Q: 3 clusters Score -605675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -605675.562500 Penalty: 2821.549316
	Iteration 40F: 3 clusters Score -605675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -605676.187500 Penalty: 2821.549316
	Iteration 41Q: 3 clusters Score -605676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -605679.375000 Penalty: 2821.549316
	Iteration 42Q: 3 clusters Score -605679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -605680.562500 Penalty: 2821.549316
	Iteration 43Q: 3 clusters Score -605680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -605680.562500 Penalty: 2821.549316
	Iteration 44F: 3 clusters Score -605680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -618157.437500 Penalty: 1413.481445
	Iteration 0F: 2 clusters Score -618157.4 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 2993 members 
Entering Unmasked Estep 
Score: -613599.062500 Penalty: 2826.962891
	Iteration 0F: 3 clusters Score -613599.1 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -614938.250000 Penalty: 2826.962891
	Iteration 1F: 3 clusters Score -614938.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -615190.937500 Penalty: 2826.962891
	Iteration 2F: 3 clusters Score -615190.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -615399.250000 Penalty: 2826.962891
	Iteration 3F: 3 clusters Score -615399.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -615572.312500 Penalty: 2826.962891
	Iteration 4F: 3 clusters Score -615572.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -615743.187500 Penalty: 2826.962891
	Iteration 5Q: 3 clusters Score -615743.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -615933.437500 Penalty: 2826.962891
	Iteration 6Q: 3 clusters Score -615933.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -616103.750000 Penalty: 2826.962891
	Iteration 7Q: 3 clusters Score -616103.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -616252.625000 Penalty: 2826.962891
	Iteration 8Q: 3 clusters Score -616252.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -616410.125000 Penalty: 2826.962891
	Iteration 9Q: 3 clusters Score -616410.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -616578.875000 Penalty: 2826.962891
	Iteration 10Q: 3 clusters Score -616578.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -616720.937500 Penalty: 2826.962891
	Iteration 11Q: 3 clusters Score -616720.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -616810.875000 Penalty: 2826.962891
	Iteration 12Q: 3 clusters Score -616810.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -616872.812500 Penalty: 2826.962891
	Iteration 13Q: 3 clusters Score -616872.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -616909.625000 Penalty: 2826.962891
	Iteration 14Q: 3 clusters Score -616909.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -616934.937500 Penalty: 2826.962891
	Iteration 15Q: 3 clusters Score -616934.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -616951.875000 Penalty: 2826.962891
	Iteration 16Q: 3 clusters Score -616951.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -616963.312500 Penalty: 2826.962891
	Iteration 17Q: 3 clusters Score -616963.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -616970.375000 Penalty: 2826.962891
	Iteration 18Q: 3 clusters Score -616970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -616974.187500 Penalty: 2826.962891
	Iteration 19Q: 3 clusters Score -616974.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -616978.562500 Penalty: 2826.962891
	Iteration 20F: 3 clusters Score -616978.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -616984.562500 Penalty: 2826.962891
	Iteration 21Q: 3 clusters Score -616984.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -616988.562500 Penalty: 2826.962891
	Iteration 22Q: 3 clusters Score -616988.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -616992.187500 Penalty: 2826.962891
	Iteration 23Q: 3 clusters Score -616992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -616994.875000 Penalty: 2826.962891
	Iteration 24Q: 3 clusters Score -616994.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -616998.750000 Penalty: 2826.962891
	Iteration 25Q: 3 clusters Score -616998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -617001.250000 Penalty: 2826.962891
	Iteration 26Q: 3 clusters Score -617001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -617002.625000 Penalty: 2826.962891
	Iteration 27Q: 3 clusters Score -617002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -617001.500000 Penalty: 2826.962891
	Iteration 28Q: 3 clusters Score -617001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -617001.500000 Penalty: 2826.962891
	Iteration 29F: 3 clusters Score -617001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -172596.031250 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -172596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170616.453125 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -170616.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -171113.734375 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -171113.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -171289.687500 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -171289.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -171443.468750 Penalty: 2446.707764
	Iteration 3F: 3 clusters Score -171443.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -171599.015625 Penalty: 2446.707764
	Iteration 4F: 3 clusters Score -171599 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -171742.609375 Penalty: 2446.707764
	Iteration 5F: 3 clusters Score -171742.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -171855.625000 Penalty: 2446.707764
	Iteration 6F: 3 clusters Score -171855.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -171964.312500 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -171964.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -172023.718750 Penalty: 2446.707764
	Iteration 8Q: 3 clusters Score -172023.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -172072.265625 Penalty: 2446.707764
	Iteration 9Q: 3 clusters Score -172072.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -172123.062500 Penalty: 2446.707764
	Iteration 10Q: 3 clusters Score -172123.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -172166.437500 Penalty: 2446.707764
	Iteration 11Q: 3 clusters Score -172166.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -172199.046875 Penalty: 2446.707764
	Iteration 12Q: 3 clusters Score -172199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -172229.734375 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -172229.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -172262.015625 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -172262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -172285.109375 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -172285.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -172309.171875 Penalty: 2446.707764
	Iteration 16Q: 3 clusters Score -172309.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -172326.359375 Penalty: 2446.707764
	Iteration 17Q: 3 clusters Score -172326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -172335.062500 Penalty: 2446.707764
	Iteration 18Q: 3 clusters Score -172335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -172340.500000 Penalty: 2446.707764
	Iteration 19Q: 3 clusters Score -172340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -172341.562500 Penalty: 2446.707764
	Iteration 20F: 3 clusters Score -172341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -172347.281250 Penalty: 2446.707764
	Iteration 21Q: 3 clusters Score -172347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -172351.734375 Penalty: 2446.707764
	Iteration 22Q: 3 clusters Score -172351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -172354.437500 Penalty: 2446.707764
	Iteration 23Q: 3 clusters Score -172354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -172355.078125 Penalty: 2446.707764
	Iteration 24Q: 3 clusters Score -172355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -172355.078125 Penalty: 2446.707764
	Iteration 25F: 3 clusters Score -172355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -27625.488281 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -27625.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26896.837891 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -26896.84 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27506.265625 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -27506.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28054.607422 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -28054.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28295.341797 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -28295.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28478.966797 Penalty: 1956.832520
	Iteration 4F: 3 clusters Score -28478.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28544.796875 Penalty: 1956.832520
	Iteration 5F: 3 clusters Score -28544.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28566.755859 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -28566.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28579.320312 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -28579.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28582.191406 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -28582.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28584.330078 Penalty: 1956.832520
	Iteration 9Q: 3 clusters Score -28584.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28585.201172 Penalty: 1956.832520
	Iteration 10Q: 3 clusters Score -28585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28586.107422 Penalty: 1956.832520
	Iteration 11Q: 3 clusters Score -28586.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28587.253906 Penalty: 1956.832520
	Iteration 12Q: 3 clusters Score -28587.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28587.253906 Penalty: 1956.832520
	Iteration 13F: 3 clusters Score -28587.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 196 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 66042 members 
Mstep: Class 19 contains 180438 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26090 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176765 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 104533 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 10361 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4761 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 111054 members 
Mstep: Class 34 contains 34240 members 
Mstep: Class 35 contains 17376 members 
Mstep: Class 36 contains 216 members 
Entering Unmasked Estep 
Score: -101034312.000000 Penalty: 80663.984375
Splitting cluster 4 changes total score from -101034824.000000 to -101034312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -1030799.875000 Penalty: 1505.457642
	Iteration 0F: 2 clusters Score -1030800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1023378.750000 Penalty: 3010.915283
	Iteration 0F: 3 clusters Score -1023379 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1026395.812500 Penalty: 3010.915283
	Iteration 1F: 3 clusters Score -1026396 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1027234.375000 Penalty: 3010.915283
	Iteration 2F: 3 clusters Score -1027234 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1028003.125000 Penalty: 3010.915283
	Iteration 3F: 3 clusters Score -1028003 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1028579.312500 Penalty: 3010.915283
	Iteration 4F: 3 clusters Score -1028579 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1029006.187500 Penalty: 3010.915283
	Iteration 5F: 3 clusters Score -1029006 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1029317.125000 Penalty: 3010.915283
	Iteration 6Q: 3 clusters Score -1029317 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1029502.562500 Penalty: 3010.915283
	Iteration 7Q: 3 clusters Score -1029503 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1029620.812500 Penalty: 3010.915283
	Iteration 8Q: 3 clusters Score -1029621 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1029693.500000 Penalty: 3010.915283
	Iteration 9Q: 3 clusters Score -1029694 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1029750.250000 Penalty: 3010.915283
	Iteration 10Q: 3 clusters Score -1029750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1029797.125000 Penalty: 3010.915283
	Iteration 11Q: 3 clusters Score -1029797 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1029833.875000 Penalty: 3010.915283
	Iteration 12Q: 3 clusters Score -1029834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1029863.187500 Penalty: 3010.915283
	Iteration 13Q: 3 clusters Score -1029863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1029894.000000 Penalty: 3010.915283
	Iteration 14Q: 3 clusters Score -1029894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1029930.562500 Penalty: 3010.915283
	Iteration 15Q: 3 clusters Score -1029931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1029972.937500 Penalty: 3010.915283
	Iteration 16Q: 3 clusters Score -1029973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1030013.937500 Penalty: 3010.915283
	Iteration 17Q: 3 clusters Score -1030014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1030068.312500 Penalty: 3010.915283
	Iteration 18Q: 3 clusters Score -1030068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1030115.437500 Penalty: 3010.915283
	Iteration 19Q: 3 clusters Score -1030115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1030142.062500 Penalty: 3010.915283
	Iteration 20F: 3 clusters Score -1030142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1030162.312500 Penalty: 3010.915283
	Iteration 21Q: 3 clusters Score -1030162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1030171.437500 Penalty: 3010.915283
	Iteration 22Q: 3 clusters Score -1030171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1030184.000000 Penalty: 3010.915283
	Iteration 23Q: 3 clusters Score -1030184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1030190.500000 Penalty: 3010.915283
	Iteration 24Q: 3 clusters Score -1030190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1030193.187500 Penalty: 3010.915283
	Iteration 25Q: 3 clusters Score -1030193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1030196.875000 Penalty: 3010.915283
	Iteration 26Q: 3 clusters Score -1030197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1030200.625000 Penalty: 3010.915283
	Iteration 27Q: 3 clusters Score -1030201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1030203.750000 Penalty: 3010.915283
	Iteration 28Q: 3 clusters Score -1030204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1030207.187500 Penalty: 3010.915283
	Iteration 29Q: 3 clusters Score -1030207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1030208.375000 Penalty: 3010.915283
	Iteration 30Q: 3 clusters Score -1030208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1030211.500000 Penalty: 3010.915283
	Iteration 31Q: 3 clusters Score -1030212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1030216.812500 Penalty: 3010.915283
	Iteration 32Q: 3 clusters Score -1030217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1030221.437500 Penalty: 3010.915283
	Iteration 33Q: 3 clusters Score -1030221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1030223.812500 Penalty: 3010.915283
	Iteration 34Q: 3 clusters Score -1030224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1030224.937500 Penalty: 3010.915283
	Iteration 35Q: 3 clusters Score -1030225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1030228.937500 Penalty: 3010.915283
	Iteration 36Q: 3 clusters Score -1030229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1030230.875000 Penalty: 3010.915283
	Iteration 37Q: 3 clusters Score -1030231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1030234.500000 Penalty: 3010.915283
	Iteration 38Q: 3 clusters Score -1030234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1030241.562500 Penalty: 3010.915283
	Iteration 39Q: 3 clusters Score -1030242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1030249.125000 Penalty: 3010.915283
	Iteration 40F: 3 clusters Score -1030249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1030265.312500 Penalty: 3010.915283
	Iteration 41Q: 3 clusters Score -1030265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1030286.125000 Penalty: 3010.915283
	Iteration 42Q: 3 clusters Score -1030286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1030305.750000 Penalty: 3010.915283
	Iteration 43Q: 3 clusters Score -1030306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1030323.625000 Penalty: 3010.915283
	Iteration 44Q: 3 clusters Score -1030324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1030339.750000 Penalty: 3010.915283
	Iteration 45Q: 3 clusters Score -1030340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1030358.937500 Penalty: 3010.915283
	Iteration 46Q: 3 clusters Score -1030359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1030373.000000 Penalty: 3010.915283
	Iteration 47Q: 3 clusters Score -1030373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1030392.687500 Penalty: 3010.915283
	Iteration 48Q: 3 clusters Score -1030393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1030408.687500 Penalty: 3010.915283
	Iteration 49Q: 3 clusters Score -1030409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1030416.937500 Penalty: 3010.915283
	Iteration 50Q: 3 clusters Score -1030417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1030429.062500 Penalty: 3010.915283
	Iteration 51Q: 3 clusters Score -1030429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1030435.125000 Penalty: 3010.915283
	Iteration 52Q: 3 clusters Score -1030435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1030437.062500 Penalty: 3010.915283
	Iteration 53Q: 3 clusters Score -1030437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1030442.750000 Penalty: 3010.915283
	Iteration 54Q: 3 clusters Score -1030443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1030449.187500 Penalty: 3010.915283
	Iteration 55Q: 3 clusters Score -1030449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1030455.312500 Penalty: 3010.915283
	Iteration 56Q: 3 clusters Score -1030455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1030456.812500 Penalty: 3010.915283
	Iteration 57Q: 3 clusters Score -1030457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1030456.375000 Penalty: 3010.915283
	Iteration 58Q: 3 clusters Score -1030456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1030461.250000 Penalty: 3010.915283
	Iteration 59Q: 3 clusters Score -1030461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1030462.000000 Penalty: 3010.915283
	Iteration 60F: 3 clusters Score -1030462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1030461.062500 Penalty: 3010.915283
	Iteration 61Q: 3 clusters Score -1030461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1030461.250000 Penalty: 3010.915283
	Iteration 62Q: 3 clusters Score -1030461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1030461.375000 Penalty: 3010.915283
	Iteration 63Q: 3 clusters Score -1030461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1030463.000000 Penalty: 3010.915283
	Iteration 64Q: 3 clusters Score -1030463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1030464.437500 Penalty: 3010.915283
	Iteration 65Q: 3 clusters Score -1030464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1030464.500000 Penalty: 3010.915283
	Iteration 66Q: 3 clusters Score -1030464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1030464.187500 Penalty: 3010.915283
	Iteration 67Q: 3 clusters Score -1030464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1030466.312500 Penalty: 3010.915283
	Iteration 68Q: 3 clusters Score -1030466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1030465.875000 Penalty: 3010.915283
	Iteration 69Q: 3 clusters Score -1030466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1030468.250000 Penalty: 3010.915283
	Iteration 70Q: 3 clusters Score -1030468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1030468.000000 Penalty: 3010.915283
	Iteration 71Q: 3 clusters Score -1030468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1030468.375000 Penalty: 3010.915283
	Iteration 72Q: 3 clusters Score -1030468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1030469.375000 Penalty: 3010.915283
	Iteration 73Q: 3 clusters Score -1030469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1030469.375000 Penalty: 3010.915283
	Iteration 74F: 3 clusters Score -1030469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Entering Unmasked Estep 
Score: -9638499.000000 Penalty: 1851.077148
	Iteration 0F: 2 clusters Score -9638499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -9579303.000000 Penalty: 3702.154297
	Iteration 0F: 3 clusters Score -9579303 nChanged 42298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -9604247.000000 Penalty: 3702.154297
	Iteration 1F: 3 clusters Score -9604247 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -9605001.000000 Penalty: 3702.154297
	Iteration 2Q: 3 clusters Score -9605001 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -9606010.000000 Penalty: 3702.154297
	Iteration 3Q: 3 clusters Score -9606010 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -9607324.000000 Penalty: 3702.154297
	Iteration 4Q: 3 clusters Score -9607324 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -9608989.000000 Penalty: 3702.154297
	Iteration 5Q: 3 clusters Score -9608989 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -9611018.000000 Penalty: 3702.154297
	Iteration 6Q: 3 clusters Score -9611018 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -9613581.000000 Penalty: 3702.154297
	Iteration 7F: 3 clusters Score -9613581 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -9616554.000000 Penalty: 3702.154297
	Iteration 8F: 3 clusters Score -9616554 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -9618941.000000 Penalty: 3702.154297
	Iteration 9F: 3 clusters Score -9618941 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -9620114.000000 Penalty: 3702.154297
	Iteration 10Q: 3 clusters Score -9620114 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -9620571.000000 Penalty: 3702.154297
	Iteration 11Q: 3 clusters Score -9620571 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -9620708.000000 Penalty: 3702.154297
	Iteration 12Q: 3 clusters Score -9620708 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -9620761.000000 Penalty: 3702.154297
	Iteration 13Q: 3 clusters Score -9620761 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -9620805.000000 Penalty: 3702.154297
	Iteration 14Q: 3 clusters Score -9620805 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -9620855.000000 Penalty: 3702.154297
	Iteration 15Q: 3 clusters Score -9620855 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -9620850.000000 Penalty: 3702.154297
	Iteration 16Q: 3 clusters Score -9620850 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9620916.000000 Penalty: 3702.154297
	Iteration 17Q: 3 clusters Score -9620916 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -9620969.000000 Penalty: 3702.154297
	Iteration 18Q: 3 clusters Score -9620969 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -9621033.000000 Penalty: 3702.154297
	Iteration 19Q: 3 clusters Score -9621033 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -9621062.000000 Penalty: 3702.154297
	Iteration 20F: 3 clusters Score -9621062 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -9621108.000000 Penalty: 3702.154297
	Iteration 21Q: 3 clusters Score -9621108 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -9621150.000000 Penalty: 3702.154297
	Iteration 22Q: 3 clusters Score -9621150 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -9621166.000000 Penalty: 3702.154297
	Iteration 23Q: 3 clusters Score -9621166 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -9621198.000000 Penalty: 3702.154297
	Iteration 24Q: 3 clusters Score -9621198 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -9621222.000000 Penalty: 3702.154297
	Iteration 25Q: 3 clusters Score -9621222 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -9621261.000000 Penalty: 3702.154297
	Iteration 26Q: 3 clusters Score -9621261 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -9621283.000000 Penalty: 3702.154297
	Iteration 27Q: 3 clusters Score -9621283 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -9621306.000000 Penalty: 3702.154297
	Iteration 28Q: 3 clusters Score -9621306 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -9621356.000000 Penalty: 3702.154297
	Iteration 29Q: 3 clusters Score -9621356 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -9621413.000000 Penalty: 3702.154297
	Iteration 30Q: 3 clusters Score -9621413 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -9621477.000000 Penalty: 3702.154297
	Iteration 31Q: 3 clusters Score -9621477 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -9621553.000000 Penalty: 3702.154297
	Iteration 32Q: 3 clusters Score -9621553 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -9621624.000000 Penalty: 3702.154297
	Iteration 33Q: 3 clusters Score -9621624 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -9621743.000000 Penalty: 3702.154297
	Iteration 34Q: 3 clusters Score -9621743 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -9621821.000000 Penalty: 3702.154297
	Iteration 35Q: 3 clusters Score -9621821 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -9621880.000000 Penalty: 3702.154297
	Iteration 36Q: 3 clusters Score -9621880 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -9621972.000000 Penalty: 3702.154297
	Iteration 37Q: 3 clusters Score -9621972 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -9622066.000000 Penalty: 3702.154297
	Iteration 38Q: 3 clusters Score -9622066 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -9622132.000000 Penalty: 3702.154297
	Iteration 39Q: 3 clusters Score -9622132 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -9622269.000000 Penalty: 3702.154297
	Iteration 40F: 3 clusters Score -9622269 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -9622395.000000 Penalty: 3702.154297
	Iteration 41Q: 3 clusters Score -9622395 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -9622516.000000 Penalty: 3702.154297
	Iteration 42Q: 3 clusters Score -9622516 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -9622678.000000 Penalty: 3702.154297
	Iteration 43Q: 3 clusters Score -9622678 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -9622867.000000 Penalty: 3702.154297
	Iteration 44Q: 3 clusters Score -9622867 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -9623113.000000 Penalty: 3702.154297
	Iteration 45Q: 3 clusters Score -9623113 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -9623418.000000 Penalty: 3702.154297
	Iteration 46Q: 3 clusters Score -9623418 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -9623736.000000 Penalty: 3702.154297
	Iteration 47Q: 3 clusters Score -9623736 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -9624109.000000 Penalty: 3702.154297
	Iteration 48Q: 3 clusters Score -9624109 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -9624701.000000 Penalty: 3702.154297
	Iteration 49Q: 3 clusters Score -9624701 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -9625301.000000 Penalty: 3702.154297
	Iteration 50Q: 3 clusters Score -9625301 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -9625852.000000 Penalty: 3702.154297
	Iteration 51Q: 3 clusters Score -9625852 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -9626553.000000 Penalty: 3702.154297
	Iteration 52Q: 3 clusters Score -9626553 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -9627355.000000 Penalty: 3702.154297
	Iteration 53Q: 3 clusters Score -9627355 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -9628086.000000 Penalty: 3702.154297
	Iteration 54Q: 3 clusters Score -9628086 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -9629026.000000 Penalty: 3702.154297
	Iteration 55Q: 3 clusters Score -9629026 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -9630079.000000 Penalty: 3702.154297
	Iteration 56Q: 3 clusters Score -9630079 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -9631084.000000 Penalty: 3702.154297
	Iteration 57Q: 3 clusters Score -9631084 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -9632057.000000 Penalty: 3702.154297
	Iteration 58Q: 3 clusters Score -9632057 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -9632938.000000 Penalty: 3702.154297
	Iteration 59Q: 3 clusters Score -9632938 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -9633720.000000 Penalty: 3702.154297
	Iteration 60F: 3 clusters Score -9633720 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -9634445.000000 Penalty: 3702.154297
	Iteration 61Q: 3 clusters Score -9634445 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -9635016.000000 Penalty: 3702.154297
	Iteration 62Q: 3 clusters Score -9635016 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -9635509.000000 Penalty: 3702.154297
	Iteration 63Q: 3 clusters Score -9635509 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -9635929.000000 Penalty: 3702.154297
	Iteration 64Q: 3 clusters Score -9635929 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -9636177.000000 Penalty: 3702.154297
	Iteration 65Q: 3 clusters Score -9636177 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -9636437.000000 Penalty: 3702.154297
	Iteration 66Q: 3 clusters Score -9636437 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -9636585.000000 Penalty: 3702.154297
	Iteration 67Q: 3 clusters Score -9636585 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -9636670.000000 Penalty: 3702.154297
	Iteration 68Q: 3 clusters Score -9636670 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -9636746.000000 Penalty: 3702.154297
	Iteration 69Q: 3 clusters Score -9636746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -9636827.000000 Penalty: 3702.154297
	Iteration 70Q: 3 clusters Score -9636827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -9636875.000000 Penalty: 3702.154297
	Iteration 71Q: 3 clusters Score -9636875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -9636918.000000 Penalty: 3702.154297
	Iteration 72Q: 3 clusters Score -9636918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -9636931.000000 Penalty: 3702.154297
	Iteration 73Q: 3 clusters Score -9636931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -9636947.000000 Penalty: 3702.154297
	Iteration 74Q: 3 clusters Score -9636947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -9636957.000000 Penalty: 3702.154297
	Iteration 75Q: 3 clusters Score -9636957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -9636970.000000 Penalty: 3702.154297
	Iteration 76Q: 3 clusters Score -9636970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -9636953.000000 Penalty: 3702.154297
	Iteration 77Q: 3 clusters Score -9636953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -9636982.000000 Penalty: 3702.154297
	Iteration 78Q: 3 clusters Score -9636982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -9636984.000000 Penalty: 3702.154297
	Iteration 79Q: 3 clusters Score -9636984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -9636972.000000 Penalty: 3702.154297
	Iteration 80F: 3 clusters Score -9636972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -9636967.000000 Penalty: 3702.154297
	Iteration 81Q: 3 clusters Score -9636967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -9636981.000000 Penalty: 3702.154297
	Iteration 82Q: 3 clusters Score -9636981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -9636980.000000 Penalty: 3702.154297
	Iteration 83Q: 3 clusters Score -9636980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -9636977.000000 Penalty: 3702.154297
	Iteration 84Q: 3 clusters Score -9636977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -9636978.000000 Penalty: 3702.154297
	Iteration 85Q: 3 clusters Score -9636978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -9636989.000000 Penalty: 3702.154297
	Iteration 86Q: 3 clusters Score -9636989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -9636986.000000 Penalty: 3702.154297
	Iteration 87Q: 3 clusters Score -9636986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -9636991.000000 Penalty: 3702.154297
	Iteration 88Q: 3 clusters Score -9636991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -9636992.000000 Penalty: 3702.154297
	Iteration 89Q: 3 clusters Score -9636992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -9636995.000000 Penalty: 3702.154297
	Iteration 90Q: 3 clusters Score -9636995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -9636995.000000 Penalty: 3702.154297
	Iteration 91Q: 3 clusters Score -9636995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -9637000.000000 Penalty: 3702.154297
	Iteration 92Q: 3 clusters Score -9637000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 87965 members 
Entering Unmasked Estep 
Score: -9637005.000000 Penalty: 3702.154297
	Iteration 93Q: 3 clusters Score -9637005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -9637006.000000 Penalty: 3702.154297
	Iteration 94Q: 3 clusters Score -9637006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -9637007.000000 Penalty: 3702.154297
	Iteration 95Q: 3 clusters Score -9637007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -9637007.000000 Penalty: 3702.154297
	Iteration 96F: 3 clusters Score -9637007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -50232.628906 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -50232.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49188.859375 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -49188.86 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49603.566406 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -49603.57 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -50000.351562 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -50000.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50259.191406 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -50259.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50376.000000 Penalty: 2101.497070
	Iteration 4Q: 3 clusters Score -50376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50419.468750 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -50419.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -50429.777344 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -50429.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50433.820312 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -50433.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50433.820312 Penalty: 2101.497070
	Iteration 8F: 3 clusters Score -50433.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 66042 members 
Mstep: Class 19 contains 180438 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26090 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176765 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 104533 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 10361 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4761 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 111054 members 
Mstep: Class 34 contains 34240 members 
Mstep: Class 35 contains 17376 members 
Mstep: Class 36 contains 458 members 
Entering Unmasked Estep 
Score: -101033688.000000 Penalty: 80663.984375
Splitting cluster 7 changes total score from -101034824.000000 to -101033688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1144364.500000 Penalty: 1505.056885
	Iteration 0F: 2 clusters Score -1144364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1136876.500000 Penalty: 3010.113770
	Iteration 0F: 3 clusters Score -1136876 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1139358.375000 Penalty: 3010.113770
	Iteration 1F: 3 clusters Score -1139358 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1139663.375000 Penalty: 3010.113770
	Iteration 2F: 3 clusters Score -1139663 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1139876.500000 Penalty: 3010.113770
	Iteration 3F: 3 clusters Score -1139876 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1140050.875000 Penalty: 3010.113770
	Iteration 4Q: 3 clusters Score -1140051 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1140253.375000 Penalty: 3010.113770
	Iteration 5Q: 3 clusters Score -1140253 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1140452.750000 Penalty: 3010.113770
	Iteration 6Q: 3 clusters Score -1140453 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1140642.625000 Penalty: 3010.113770
	Iteration 7Q: 3 clusters Score -1140643 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1140828.750000 Penalty: 3010.113770
	Iteration 8Q: 3 clusters Score -1140829 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1141026.375000 Penalty: 3010.113770
	Iteration 9Q: 3 clusters Score -1141026 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1141243.875000 Penalty: 3010.113770
	Iteration 10Q: 3 clusters Score -1141244 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1141426.625000 Penalty: 3010.113770
	Iteration 11Q: 3 clusters Score -1141427 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1141572.000000 Penalty: 3010.113770
	Iteration 12Q: 3 clusters Score -1141572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1141693.250000 Penalty: 3010.113770
	Iteration 13Q: 3 clusters Score -1141693 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1141793.250000 Penalty: 3010.113770
	Iteration 14Q: 3 clusters Score -1141793 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1141891.500000 Penalty: 3010.113770
	Iteration 15Q: 3 clusters Score -1141892 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1141969.125000 Penalty: 3010.113770
	Iteration 16Q: 3 clusters Score -1141969 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1142040.000000 Penalty: 3010.113770
	Iteration 17Q: 3 clusters Score -1142040 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1142102.250000 Penalty: 3010.113770
	Iteration 18Q: 3 clusters Score -1142102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1142166.875000 Penalty: 3010.113770
	Iteration 19Q: 3 clusters Score -1142167 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1142230.125000 Penalty: 3010.113770
	Iteration 20F: 3 clusters Score -1142230 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1142297.500000 Penalty: 3010.113770
	Iteration 21Q: 3 clusters Score -1142298 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1142362.750000 Penalty: 3010.113770
	Iteration 22Q: 3 clusters Score -1142363 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1142424.375000 Penalty: 3010.113770
	Iteration 23Q: 3 clusters Score -1142424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1142473.875000 Penalty: 3010.113770
	Iteration 24Q: 3 clusters Score -1142474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1142505.875000 Penalty: 3010.113770
	Iteration 25Q: 3 clusters Score -1142506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1142534.375000 Penalty: 3010.113770
	Iteration 26Q: 3 clusters Score -1142534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1142557.500000 Penalty: 3010.113770
	Iteration 27Q: 3 clusters Score -1142558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1142586.000000 Penalty: 3010.113770
	Iteration 28Q: 3 clusters Score -1142586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1142619.875000 Penalty: 3010.113770
	Iteration 29Q: 3 clusters Score -1142620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1142650.375000 Penalty: 3010.113770
	Iteration 30Q: 3 clusters Score -1142650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1142684.625000 Penalty: 3010.113770
	Iteration 31Q: 3 clusters Score -1142685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1142710.000000 Penalty: 3010.113770
	Iteration 32Q: 3 clusters Score -1142710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1142736.250000 Penalty: 3010.113770
	Iteration 33Q: 3 clusters Score -1142736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1142753.000000 Penalty: 3010.113770
	Iteration 34Q: 3 clusters Score -1142753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1142762.375000 Penalty: 3010.113770
	Iteration 35Q: 3 clusters Score -1142762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1142781.375000 Penalty: 3010.113770
	Iteration 36Q: 3 clusters Score -1142781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1142793.500000 Penalty: 3010.113770
	Iteration 37Q: 3 clusters Score -1142794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1142808.500000 Penalty: 3010.113770
	Iteration 38Q: 3 clusters Score -1142808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1142822.500000 Penalty: 3010.113770
	Iteration 39Q: 3 clusters Score -1142822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1142830.625000 Penalty: 3010.113770
	Iteration 40F: 3 clusters Score -1142831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1142839.750000 Penalty: 3010.113770
	Iteration 41Q: 3 clusters Score -1142840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1142850.000000 Penalty: 3010.113770
	Iteration 42Q: 3 clusters Score -1142850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1142857.750000 Penalty: 3010.113770
	Iteration 43Q: 3 clusters Score -1142858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1142863.250000 Penalty: 3010.113770
	Iteration 44Q: 3 clusters Score -1142863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1142870.500000 Penalty: 3010.113770
	Iteration 45Q: 3 clusters Score -1142870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1142874.250000 Penalty: 3010.113770
	Iteration 46Q: 3 clusters Score -1142874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1142880.875000 Penalty: 3010.113770
	Iteration 47Q: 3 clusters Score -1142881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1142886.500000 Penalty: 3010.113770
	Iteration 48Q: 3 clusters Score -1142886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1142892.875000 Penalty: 3010.113770
	Iteration 49Q: 3 clusters Score -1142893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1142905.250000 Penalty: 3010.113770
	Iteration 50Q: 3 clusters Score -1142905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1142918.125000 Penalty: 3010.113770
	Iteration 51Q: 3 clusters Score -1142918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1142930.875000 Penalty: 3010.113770
	Iteration 52Q: 3 clusters Score -1142931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1142938.750000 Penalty: 3010.113770
	Iteration 53Q: 3 clusters Score -1142939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1142953.125000 Penalty: 3010.113770
	Iteration 54Q: 3 clusters Score -1142953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1142959.000000 Penalty: 3010.113770
	Iteration 55Q: 3 clusters Score -1142959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1142968.000000 Penalty: 3010.113770
	Iteration 56Q: 3 clusters Score -1142968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1142970.500000 Penalty: 3010.113770
	Iteration 57Q: 3 clusters Score -1142970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1142972.875000 Penalty: 3010.113770
	Iteration 58Q: 3 clusters Score -1142973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1142977.000000 Penalty: 3010.113770
	Iteration 59Q: 3 clusters Score -1142977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1142977.000000 Penalty: 3010.113770
	Iteration 60F: 3 clusters Score -1142977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1142980.125000 Penalty: 3010.113770
	Iteration 61Q: 3 clusters Score -1142980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1142983.875000 Penalty: 3010.113770
	Iteration 62Q: 3 clusters Score -1142984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1142987.000000 Penalty: 3010.113770
	Iteration 63Q: 3 clusters Score -1142987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1142991.375000 Penalty: 3010.113770
	Iteration 64Q: 3 clusters Score -1142991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1142997.000000 Penalty: 3010.113770
	Iteration 65Q: 3 clusters Score -1142997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1142999.250000 Penalty: 3010.113770
	Iteration 66Q: 3 clusters Score -1142999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1143005.500000 Penalty: 3010.113770
	Iteration 67Q: 3 clusters Score -1143006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1143008.250000 Penalty: 3010.113770
	Iteration 68Q: 3 clusters Score -1143008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1143011.625000 Penalty: 3010.113770
	Iteration 69Q: 3 clusters Score -1143012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1143010.250000 Penalty: 3010.113770
	Iteration 70Q: 3 clusters Score -1143010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1143011.500000 Penalty: 3010.113770
	Iteration 71Q: 3 clusters Score -1143012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1143011.500000 Penalty: 3010.113770
	Iteration 72F: 3 clusters Score -1143012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -134777.421875 Penalty: 1194.771729
	Iteration 0F: 2 clusters Score -134777.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -133045.859375 Penalty: 2389.543457
	Iteration 0F: 3 clusters Score -133045.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133630.937500 Penalty: 2389.543457
	Iteration 1F: 3 clusters Score -133630.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133916.171875 Penalty: 2389.543457
	Iteration 2F: 3 clusters Score -133916.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134176.703125 Penalty: 2389.543457
	Iteration 3F: 3 clusters Score -134176.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134369.734375 Penalty: 2389.543457
	Iteration 4F: 3 clusters Score -134369.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134472.859375 Penalty: 2389.543457
	Iteration 5Q: 3 clusters Score -134472.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134535.937500 Penalty: 2389.543457
	Iteration 6Q: 3 clusters Score -134535.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134589.875000 Penalty: 2389.543457
	Iteration 7Q: 3 clusters Score -134589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134623.968750 Penalty: 2389.543457
	Iteration 8Q: 3 clusters Score -134624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134682.812500 Penalty: 2389.543457
	Iteration 9Q: 3 clusters Score -134682.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134747.375000 Penalty: 2389.543457
	Iteration 10Q: 3 clusters Score -134747.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134787.765625 Penalty: 2389.543457
	Iteration 11Q: 3 clusters Score -134787.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -134857.593750 Penalty: 2389.543457
	Iteration 12Q: 3 clusters Score -134857.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134921.921875 Penalty: 2389.543457
	Iteration 13Q: 3 clusters Score -134921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134953.781250 Penalty: 2389.543457
	Iteration 14Q: 3 clusters Score -134953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -134968.125000 Penalty: 2389.543457
	Iteration 15Q: 3 clusters Score -134968.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134976.531250 Penalty: 2389.543457
	Iteration 16Q: 3 clusters Score -134976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134988.375000 Penalty: 2389.543457
	Iteration 17Q: 3 clusters Score -134988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -134995.984375 Penalty: 2389.543457
	Iteration 18Q: 3 clusters Score -134996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134999.562500 Penalty: 2389.543457
	Iteration 19Q: 3 clusters Score -134999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135003.578125 Penalty: 2389.543457
	Iteration 20F: 3 clusters Score -135003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135010.765625 Penalty: 2389.543457
	Iteration 21Q: 3 clusters Score -135010.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135016.078125 Penalty: 2389.543457
	Iteration 22Q: 3 clusters Score -135016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135020.890625 Penalty: 2389.543457
	Iteration 23Q: 3 clusters Score -135020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -135024.171875 Penalty: 2389.543457
	Iteration 24Q: 3 clusters Score -135024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135029.203125 Penalty: 2389.543457
	Iteration 25Q: 3 clusters Score -135029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135033.703125 Penalty: 2389.543457
	Iteration 26Q: 3 clusters Score -135033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -135038.015625 Penalty: 2389.543457
	Iteration 27Q: 3 clusters Score -135038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135052.812500 Penalty: 2389.543457
	Iteration 28Q: 3 clusters Score -135052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -135067.546875 Penalty: 2389.543457
	Iteration 29Q: 3 clusters Score -135067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135076.828125 Penalty: 2389.543457
	Iteration 30Q: 3 clusters Score -135076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135079.906250 Penalty: 2389.543457
	Iteration 31Q: 3 clusters Score -135079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135080.843750 Penalty: 2389.543457
	Iteration 32Q: 3 clusters Score -135080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135081.703125 Penalty: 2389.543457
	Iteration 33Q: 3 clusters Score -135081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135084.375000 Penalty: 2389.543457
	Iteration 34Q: 3 clusters Score -135084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135085.796875 Penalty: 2389.543457
	Iteration 35Q: 3 clusters Score -135085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135087.750000 Penalty: 2389.543457
	Iteration 36Q: 3 clusters Score -135087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135088.453125 Penalty: 2389.543457
	Iteration 37Q: 3 clusters Score -135088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135089.140625 Penalty: 2389.543457
	Iteration 38Q: 3 clusters Score -135089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135089.140625 Penalty: 2389.543457
	Iteration 39Q: 3 clusters Score -135089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135089.515625 Penalty: 2389.543457
	Iteration 40F: 3 clusters Score -135089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 66042 members 
Mstep: Class 19 contains 180438 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26090 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176765 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 104533 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 10361 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4761 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 111054 members 
Mstep: Class 34 contains 34240 members 
Mstep: Class 35 contains 17376 members 
Mstep: Class 36 contains 639 members 
Entering Unmasked Estep 
Score: -101034080.000000 Penalty: 80663.984375
Splitting cluster 9 changes total score from -101034824.000000 to -101034080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Entering Unmasked Estep 
Score: -314318.593750 Penalty: 1314.041748
	Iteration 0F: 2 clusters Score -314318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -311458.406250 Penalty: 2628.083496
	Iteration 0F: 3 clusters Score -311458.4 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -312378.968750 Penalty: 2628.083496
	Iteration 1F: 3 clusters Score -312379 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -312715.468750 Penalty: 2628.083496
	Iteration 2F: 3 clusters Score -312715.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -312985.000000 Penalty: 2628.083496
	Iteration 3F: 3 clusters Score -312985 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -313205.281250 Penalty: 2628.083496
	Iteration 4F: 3 clusters Score -313205.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -313378.781250 Penalty: 2628.083496
	Iteration 5F: 3 clusters Score -313378.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -313522.281250 Penalty: 2628.083496
	Iteration 6Q: 3 clusters Score -313522.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -313634.781250 Penalty: 2628.083496
	Iteration 7Q: 3 clusters Score -313634.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -313713.406250 Penalty: 2628.083496
	Iteration 8Q: 3 clusters Score -313713.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -313767.812500 Penalty: 2628.083496
	Iteration 9Q: 3 clusters Score -313767.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -313811.281250 Penalty: 2628.083496
	Iteration 10Q: 3 clusters Score -313811.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -313848.156250 Penalty: 2628.083496
	Iteration 11Q: 3 clusters Score -313848.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -313887.750000 Penalty: 2628.083496
	Iteration 12Q: 3 clusters Score -313887.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -313918.312500 Penalty: 2628.083496
	Iteration 13Q: 3 clusters Score -313918.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -313937.750000 Penalty: 2628.083496
	Iteration 14Q: 3 clusters Score -313937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -313951.125000 Penalty: 2628.083496
	Iteration 15Q: 3 clusters Score -313951.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -313954.875000 Penalty: 2628.083496
	Iteration 16Q: 3 clusters Score -313954.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -313959.031250 Penalty: 2628.083496
	Iteration 17Q: 3 clusters Score -313959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -313961.781250 Penalty: 2628.083496
	Iteration 18Q: 3 clusters Score -313961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -313962.156250 Penalty: 2628.083496
	Iteration 19Q: 3 clusters Score -313962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -313978.906250 Penalty: 2628.083496
	Iteration 20F: 3 clusters Score -313978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -313999.093750 Penalty: 2628.083496
	Iteration 21Q: 3 clusters Score -313999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -314002.906250 Penalty: 2628.083496
	Iteration 22Q: 3 clusters Score -314002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -314003.468750 Penalty: 2628.083496
	Iteration 23Q: 3 clusters Score -314003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -314004.625000 Penalty: 2628.083496
	Iteration 24Q: 3 clusters Score -314004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -314006.000000 Penalty: 2628.083496
	Iteration 25Q: 3 clusters Score -314006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -314006.093750 Penalty: 2628.083496
	Iteration 26Q: 3 clusters Score -314006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -314007.781250 Penalty: 2628.083496
	Iteration 27Q: 3 clusters Score -314007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -314007.906250 Penalty: 2628.083496
	Iteration 28Q: 3 clusters Score -314007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -314007.906250 Penalty: 2628.083496
	Iteration 29F: 3 clusters Score -314007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Entering Unmasked Estep 
Score: -1041263.000000 Penalty: 1500.661133
	Iteration 0F: 2 clusters Score -1041263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1033864.312500 Penalty: 3001.322266
	Iteration 0F: 3 clusters Score -1033864 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1036377.250000 Penalty: 3001.322266
	Iteration 1F: 3 clusters Score -1036377 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1036757.500000 Penalty: 3001.322266
	Iteration 2F: 3 clusters Score -1036758 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1037222.875000 Penalty: 3001.322266
	Iteration 3F: 3 clusters Score -1037223 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1037836.187500 Penalty: 3001.322266
	Iteration 4F: 3 clusters Score -1037836 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1038451.875000 Penalty: 3001.322266
	Iteration 5F: 3 clusters Score -1038452 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1038980.687500 Penalty: 3001.322266
	Iteration 6F: 3 clusters Score -1038981 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1039369.625000 Penalty: 3001.322266
	Iteration 7F: 3 clusters Score -1039370 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1039641.562500 Penalty: 3001.322266
	Iteration 8Q: 3 clusters Score -1039642 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1039846.562500 Penalty: 3001.322266
	Iteration 9Q: 3 clusters Score -1039847 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1039985.125000 Penalty: 3001.322266
	Iteration 10Q: 3 clusters Score -1039985 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1040069.500000 Penalty: 3001.322266
	Iteration 11Q: 3 clusters Score -1040070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1040128.000000 Penalty: 3001.322266
	Iteration 12Q: 3 clusters Score -1040128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1040179.250000 Penalty: 3001.322266
	Iteration 13Q: 3 clusters Score -1040179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1040203.312500 Penalty: 3001.322266
	Iteration 14Q: 3 clusters Score -1040203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1040220.687500 Penalty: 3001.322266
	Iteration 15Q: 3 clusters Score -1040221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1040228.625000 Penalty: 3001.322266
	Iteration 16Q: 3 clusters Score -1040229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1040240.812500 Penalty: 3001.322266
	Iteration 17Q: 3 clusters Score -1040241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1040248.812500 Penalty: 3001.322266
	Iteration 18Q: 3 clusters Score -1040249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1040253.187500 Penalty: 3001.322266
	Iteration 19Q: 3 clusters Score -1040253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1040260.062500 Penalty: 3001.322266
	Iteration 20F: 3 clusters Score -1040260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1040263.625000 Penalty: 3001.322266
	Iteration 21Q: 3 clusters Score -1040264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1040269.937500 Penalty: 3001.322266
	Iteration 22Q: 3 clusters Score -1040270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1040271.812500 Penalty: 3001.322266
	Iteration 23Q: 3 clusters Score -1040272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1040275.625000 Penalty: 3001.322266
	Iteration 24Q: 3 clusters Score -1040276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1040277.062500 Penalty: 3001.322266
	Iteration 25Q: 3 clusters Score -1040277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1040277.750000 Penalty: 3001.322266
	Iteration 26Q: 3 clusters Score -1040278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1040279.500000 Penalty: 3001.322266
	Iteration 27Q: 3 clusters Score -1040280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1040279.500000 Penalty: 3001.322266
	Iteration 28F: 3 clusters Score -1040280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -259868.750000 Penalty: 1281.427124
	Iteration 0F: 2 clusters Score -259868.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -257372.375000 Penalty: 2562.854248
	Iteration 0F: 3 clusters Score -257372.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -258150.812500 Penalty: 2562.854248
	Iteration 1F: 3 clusters Score -258150.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -258437.968750 Penalty: 2562.854248
	Iteration 2F: 3 clusters Score -258438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -258648.812500 Penalty: 2562.854248
	Iteration 3F: 3 clusters Score -258648.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -258854.796875 Penalty: 2562.854248
	Iteration 4F: 3 clusters Score -258854.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -258999.093750 Penalty: 2562.854248
	Iteration 5F: 3 clusters Score -258999.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -259098.718750 Penalty: 2562.854248
	Iteration 6Q: 3 clusters Score -259098.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -259166.421875 Penalty: 2562.854248
	Iteration 7Q: 3 clusters Score -259166.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -259205.515625 Penalty: 2562.854248
	Iteration 8Q: 3 clusters Score -259205.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -259236.062500 Penalty: 2562.854248
	Iteration 9Q: 3 clusters Score -259236.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -259262.078125 Penalty: 2562.854248
	Iteration 10Q: 3 clusters Score -259262.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -259284.343750 Penalty: 2562.854248
	Iteration 11Q: 3 clusters Score -259284.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -259292.625000 Penalty: 2562.854248
	Iteration 12Q: 3 clusters Score -259292.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -259305.125000 Penalty: 2562.854248
	Iteration 13Q: 3 clusters Score -259305.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -259318.937500 Penalty: 2562.854248
	Iteration 14Q: 3 clusters Score -259318.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -259334.359375 Penalty: 2562.854248
	Iteration 15Q: 3 clusters Score -259334.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -259358.312500 Penalty: 2562.854248
	Iteration 16Q: 3 clusters Score -259358.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -259384.593750 Penalty: 2562.854248
	Iteration 17Q: 3 clusters Score -259384.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -259402.640625 Penalty: 2562.854248
	Iteration 18Q: 3 clusters Score -259402.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -259421.312500 Penalty: 2562.854248
	Iteration 19Q: 3 clusters Score -259421.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -259437.578125 Penalty: 2562.854248
	Iteration 20F: 3 clusters Score -259437.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -259456.859375 Penalty: 2562.854248
	Iteration 21Q: 3 clusters Score -259456.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259473.078125 Penalty: 2562.854248
	Iteration 22Q: 3 clusters Score -259473.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -259488.343750 Penalty: 2562.854248
	Iteration 23Q: 3 clusters Score -259488.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -259507.359375 Penalty: 2562.854248
	Iteration 24Q: 3 clusters Score -259507.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -259535.437500 Penalty: 2562.854248
	Iteration 25Q: 3 clusters Score -259535.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -259552.031250 Penalty: 2562.854248
	Iteration 26Q: 3 clusters Score -259552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259564.703125 Penalty: 2562.854248
	Iteration 27Q: 3 clusters Score -259564.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259576.625000 Penalty: 2562.854248
	Iteration 28Q: 3 clusters Score -259576.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -259583.453125 Penalty: 2562.854248
	Iteration 29Q: 3 clusters Score -259583.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -259587.171875 Penalty: 2562.854248
	Iteration 30Q: 3 clusters Score -259587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259589.781250 Penalty: 2562.854248
	Iteration 31Q: 3 clusters Score -259589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -259591.890625 Penalty: 2562.854248
	Iteration 32Q: 3 clusters Score -259591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -259593.171875 Penalty: 2562.854248
	Iteration 33Q: 3 clusters Score -259593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259593.875000 Penalty: 2562.854248
	Iteration 34Q: 3 clusters Score -259593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259594.093750 Penalty: 2562.854248
	Iteration 35Q: 3 clusters Score -259594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -259595.421875 Penalty: 2562.854248
	Iteration 36Q: 3 clusters Score -259595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259596.734375 Penalty: 2562.854248
	Iteration 37Q: 3 clusters Score -259596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -259597.937500 Penalty: 2562.854248
	Iteration 38Q: 3 clusters Score -259597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259597.984375 Penalty: 2562.854248
	Iteration 39Q: 3 clusters Score -259598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -259598.328125 Penalty: 2562.854248
	Iteration 40F: 3 clusters Score -259598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -561958.375000 Penalty: 1399.265625
	Iteration 0F: 2 clusters Score -561958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -557590.937500 Penalty: 2798.531250
	Iteration 0F: 3 clusters Score -557590.9 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -558960.937500 Penalty: 2798.531250
	Iteration 1F: 3 clusters Score -558960.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -559302.875000 Penalty: 2798.531250
	Iteration 2F: 3 clusters Score -559302.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -559700.687500 Penalty: 2798.531250
	Iteration 3F: 3 clusters Score -559700.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -560041.875000 Penalty: 2798.531250
	Iteration 4F: 3 clusters Score -560041.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -560320.500000 Penalty: 2798.531250
	Iteration 5F: 3 clusters Score -560320.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -560555.625000 Penalty: 2798.531250
	Iteration 6F: 3 clusters Score -560555.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -560711.375000 Penalty: 2798.531250
	Iteration 7Q: 3 clusters Score -560711.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -560837.062500 Penalty: 2798.531250
	Iteration 8Q: 3 clusters Score -560837.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -560959.125000 Penalty: 2798.531250
	Iteration 9Q: 3 clusters Score -560959.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -561044.000000 Penalty: 2798.531250
	Iteration 10Q: 3 clusters Score -561044 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -561114.250000 Penalty: 2798.531250
	Iteration 11Q: 3 clusters Score -561114.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -561159.875000 Penalty: 2798.531250
	Iteration 12Q: 3 clusters Score -561159.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -561199.812500 Penalty: 2798.531250
	Iteration 13Q: 3 clusters Score -561199.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -561236.312500 Penalty: 2798.531250
	Iteration 14Q: 3 clusters Score -561236.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -561268.562500 Penalty: 2798.531250
	Iteration 15Q: 3 clusters Score -561268.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -561292.437500 Penalty: 2798.531250
	Iteration 16Q: 3 clusters Score -561292.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -561307.812500 Penalty: 2798.531250
	Iteration 17Q: 3 clusters Score -561307.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -561326.000000 Penalty: 2798.531250
	Iteration 18Q: 3 clusters Score -561326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -561336.500000 Penalty: 2798.531250
	Iteration 19Q: 3 clusters Score -561336.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -561341.687500 Penalty: 2798.531250
	Iteration 20F: 3 clusters Score -561341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -561344.812500 Penalty: 2798.531250
	Iteration 21Q: 3 clusters Score -561344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -561345.375000 Penalty: 2798.531250
	Iteration 22Q: 3 clusters Score -561345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -561346.125000 Penalty: 2798.531250
	Iteration 23Q: 3 clusters Score -561346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -561346.437500 Penalty: 2798.531250
	Iteration 24Q: 3 clusters Score -561346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -561348.375000 Penalty: 2798.531250
	Iteration 25Q: 3 clusters Score -561348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -561348.375000 Penalty: 2798.531250
	Iteration 26Q: 3 clusters Score -561348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -561349.062500 Penalty: 2798.531250
	Iteration 27Q: 3 clusters Score -561349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -561350.062500 Penalty: 2798.531250
	Iteration 28Q: 3 clusters Score -561350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -561351.625000 Penalty: 2798.531250
	Iteration 29Q: 3 clusters Score -561351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -561350.812500 Penalty: 2798.531250
	Iteration 30Q: 3 clusters Score -561350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -561351.062500 Penalty: 2798.531250
	Iteration 31Q: 3 clusters Score -561351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -561351.062500 Penalty: 2798.531250
	Iteration 32Q: 3 clusters Score -561351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -561351.125000 Penalty: 2798.531250
	Iteration 33Q: 3 clusters Score -561351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -561352.000000 Penalty: 2798.531250
	Iteration 34Q: 3 clusters Score -561352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -561352.750000 Penalty: 2798.531250
	Iteration 35Q: 3 clusters Score -561352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -561353.000000 Penalty: 2798.531250
	Iteration 36Q: 3 clusters Score -561353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -561352.812500 Penalty: 2798.531250
	Iteration 37Q: 3 clusters Score -561352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -561354.187500 Penalty: 2798.531250
	Iteration 38Q: 3 clusters Score -561354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -561354.187500 Penalty: 2798.531250
	Iteration 39F: 3 clusters Score -561354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Entering Unmasked Estep 
Score: -1337883.375000 Penalty: 1541.635376
	Iteration 0F: 2 clusters Score -1337883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1328675.750000 Penalty: 3083.270752
	Iteration 0F: 3 clusters Score -1328676 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1331945.375000 Penalty: 3083.270752
	Iteration 1F: 3 clusters Score -1331945 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1332477.750000 Penalty: 3083.270752
	Iteration 2F: 3 clusters Score -1332478 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1333049.250000 Penalty: 3083.270752
	Iteration 3F: 3 clusters Score -1333049 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1333733.000000 Penalty: 3083.270752
	Iteration 4F: 3 clusters Score -1333733 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1334500.375000 Penalty: 3083.270752
	Iteration 5F: 3 clusters Score -1334500 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1335310.000000 Penalty: 3083.270752
	Iteration 6F: 3 clusters Score -1335310 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1335968.625000 Penalty: 3083.270752
	Iteration 7F: 3 clusters Score -1335969 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1336409.875000 Penalty: 3083.270752
	Iteration 8Q: 3 clusters Score -1336410 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1336669.375000 Penalty: 3083.270752
	Iteration 9Q: 3 clusters Score -1336669 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1336854.000000 Penalty: 3083.270752
	Iteration 10Q: 3 clusters Score -1336854 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1336963.000000 Penalty: 3083.270752
	Iteration 11Q: 3 clusters Score -1336963 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1337048.500000 Penalty: 3083.270752
	Iteration 12Q: 3 clusters Score -1337048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1337093.625000 Penalty: 3083.270752
	Iteration 13Q: 3 clusters Score -1337094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1337120.250000 Penalty: 3083.270752
	Iteration 14Q: 3 clusters Score -1337120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1337141.625000 Penalty: 3083.270752
	Iteration 15Q: 3 clusters Score -1337142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1337153.750000 Penalty: 3083.270752
	Iteration 16Q: 3 clusters Score -1337154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1337167.125000 Penalty: 3083.270752
	Iteration 17Q: 3 clusters Score -1337167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1337167.625000 Penalty: 3083.270752
	Iteration 18Q: 3 clusters Score -1337168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1337175.125000 Penalty: 3083.270752
	Iteration 19Q: 3 clusters Score -1337175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1337181.375000 Penalty: 3083.270752
	Iteration 20F: 3 clusters Score -1337181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1337185.625000 Penalty: 3083.270752
	Iteration 21Q: 3 clusters Score -1337186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1337184.000000 Penalty: 3083.270752
	Iteration 22Q: 3 clusters Score -1337184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1337183.250000 Penalty: 3083.270752
	Iteration 23Q: 3 clusters Score -1337183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1337185.625000 Penalty: 3083.270752
	Iteration 24Q: 3 clusters Score -1337186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1337186.500000 Penalty: 3083.270752
	Iteration 25Q: 3 clusters Score -1337186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1337186.500000 Penalty: 3083.270752
	Iteration 26F: 3 clusters Score -1337186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Entering Unmasked Estep 
Score: -1420610.875000 Penalty: 1541.252930
	Iteration 0F: 2 clusters Score -1420611 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 6605 members 
Entering Unmasked Estep 
Score: -1411268.875000 Penalty: 3082.505859
	Iteration 0F: 3 clusters Score -1411269 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1414487.500000 Penalty: 3082.505859
	Iteration 1F: 3 clusters Score -1414488 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1414926.625000 Penalty: 3082.505859
	Iteration 2F: 3 clusters Score -1414927 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1415384.875000 Penalty: 3082.505859
	Iteration 3F: 3 clusters Score -1415385 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1415886.375000 Penalty: 3082.505859
	Iteration 4F: 3 clusters Score -1415886 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1416388.125000 Penalty: 3082.505859
	Iteration 5F: 3 clusters Score -1416388 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1416929.500000 Penalty: 3082.505859
	Iteration 6F: 3 clusters Score -1416930 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1417426.875000 Penalty: 3082.505859
	Iteration 7F: 3 clusters Score -1417427 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1417851.125000 Penalty: 3082.505859
	Iteration 8Q: 3 clusters Score -1417851 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1418215.125000 Penalty: 3082.505859
	Iteration 9Q: 3 clusters Score -1418215 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1418523.875000 Penalty: 3082.505859
	Iteration 10Q: 3 clusters Score -1418524 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1418739.875000 Penalty: 3082.505859
	Iteration 11Q: 3 clusters Score -1418740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1418897.500000 Penalty: 3082.505859
	Iteration 12Q: 3 clusters Score -1418898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1419012.500000 Penalty: 3082.505859
	Iteration 13Q: 3 clusters Score -1419012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1419087.875000 Penalty: 3082.505859
	Iteration 14Q: 3 clusters Score -1419088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1419154.250000 Penalty: 3082.505859
	Iteration 15Q: 3 clusters Score -1419154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1419207.750000 Penalty: 3082.505859
	Iteration 16Q: 3 clusters Score -1419208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1419245.000000 Penalty: 3082.505859
	Iteration 17Q: 3 clusters Score -1419245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1419271.875000 Penalty: 3082.505859
	Iteration 18Q: 3 clusters Score -1419272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1419292.750000 Penalty: 3082.505859
	Iteration 19Q: 3 clusters Score -1419293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1419315.875000 Penalty: 3082.505859
	Iteration 20F: 3 clusters Score -1419316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1419334.875000 Penalty: 3082.505859
	Iteration 21Q: 3 clusters Score -1419335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1419353.500000 Penalty: 3082.505859
	Iteration 22Q: 3 clusters Score -1419354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1419366.250000 Penalty: 3082.505859
	Iteration 23Q: 3 clusters Score -1419366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1419376.875000 Penalty: 3082.505859
	Iteration 24Q: 3 clusters Score -1419377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1419385.125000 Penalty: 3082.505859
	Iteration 25Q: 3 clusters Score -1419385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1419391.750000 Penalty: 3082.505859
	Iteration 26Q: 3 clusters Score -1419392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1419402.625000 Penalty: 3082.505859
	Iteration 27Q: 3 clusters Score -1419403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1419413.375000 Penalty: 3082.505859
	Iteration 28Q: 3 clusters Score -1419413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1419420.625000 Penalty: 3082.505859
	Iteration 29Q: 3 clusters Score -1419421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1419429.750000 Penalty: 3082.505859
	Iteration 30Q: 3 clusters Score -1419430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1419434.750000 Penalty: 3082.505859
	Iteration 31Q: 3 clusters Score -1419435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1419439.125000 Penalty: 3082.505859
	Iteration 32Q: 3 clusters Score -1419439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1419441.250000 Penalty: 3082.505859
	Iteration 33Q: 3 clusters Score -1419441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1419445.125000 Penalty: 3082.505859
	Iteration 34Q: 3 clusters Score -1419445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1419446.375000 Penalty: 3082.505859
	Iteration 35Q: 3 clusters Score -1419446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1419448.750000 Penalty: 3082.505859
	Iteration 36Q: 3 clusters Score -1419449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1419448.625000 Penalty: 3082.505859
	Iteration 37Q: 3 clusters Score -1419449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1419451.250000 Penalty: 3082.505859
	Iteration 38Q: 3 clusters Score -1419451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1419451.250000 Penalty: 3082.505859
	Iteration 39F: 3 clusters Score -1419451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Entering Unmasked Estep 
Score: -1095774.250000 Penalty: 1511.249756
	Iteration 0F: 2 clusters Score -1095774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1087985.625000 Penalty: 3022.499512
	Iteration 0F: 3 clusters Score -1087986 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1090769.875000 Penalty: 3022.499512
	Iteration 1F: 3 clusters Score -1090770 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1091090.625000 Penalty: 3022.499512
	Iteration 2F: 3 clusters Score -1091091 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1091408.000000 Penalty: 3022.499512
	Iteration 3F: 3 clusters Score -1091408 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1091728.500000 Penalty: 3022.499512
	Iteration 4F: 3 clusters Score -1091728 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1092057.750000 Penalty: 3022.499512
	Iteration 5F: 3 clusters Score -1092058 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1092423.625000 Penalty: 3022.499512
	Iteration 6F: 3 clusters Score -1092424 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1092789.125000 Penalty: 3022.499512
	Iteration 7F: 3 clusters Score -1092789 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1093153.250000 Penalty: 3022.499512
	Iteration 8Q: 3 clusters Score -1093153 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1093511.250000 Penalty: 3022.499512
	Iteration 9Q: 3 clusters Score -1093511 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1093823.125000 Penalty: 3022.499512
	Iteration 10Q: 3 clusters Score -1093823 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1094065.875000 Penalty: 3022.499512
	Iteration 11Q: 3 clusters Score -1094066 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1094235.125000 Penalty: 3022.499512
	Iteration 12Q: 3 clusters Score -1094235 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1094351.500000 Penalty: 3022.499512
	Iteration 13Q: 3 clusters Score -1094352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1094436.750000 Penalty: 3022.499512
	Iteration 14Q: 3 clusters Score -1094437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1094506.375000 Penalty: 3022.499512
	Iteration 15Q: 3 clusters Score -1094506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1094540.125000 Penalty: 3022.499512
	Iteration 16Q: 3 clusters Score -1094540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1094552.500000 Penalty: 3022.499512
	Iteration 17Q: 3 clusters Score -1094552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1094560.875000 Penalty: 3022.499512
	Iteration 18Q: 3 clusters Score -1094561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1094574.250000 Penalty: 3022.499512
	Iteration 19Q: 3 clusters Score -1094574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1094583.500000 Penalty: 3022.499512
	Iteration 20F: 3 clusters Score -1094584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1094589.625000 Penalty: 3022.499512
	Iteration 21Q: 3 clusters Score -1094590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1094593.750000 Penalty: 3022.499512
	Iteration 22Q: 3 clusters Score -1094594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1094593.250000 Penalty: 3022.499512
	Iteration 23Q: 3 clusters Score -1094593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1094600.875000 Penalty: 3022.499512
	Iteration 24Q: 3 clusters Score -1094601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1094603.375000 Penalty: 3022.499512
	Iteration 25Q: 3 clusters Score -1094603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1094607.375000 Penalty: 3022.499512
	Iteration 26Q: 3 clusters Score -1094607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1094606.625000 Penalty: 3022.499512
	Iteration 27Q: 3 clusters Score -1094607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1094606.250000 Penalty: 3022.499512
	Iteration 28Q: 3 clusters Score -1094606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1094606.625000 Penalty: 3022.499512
	Iteration 29Q: 3 clusters Score -1094607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1094606.625000 Penalty: 3022.499512
	Iteration 30F: 3 clusters Score -1094607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -483830.875000 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -483830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -480163.312500 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -480163.3 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -481202.343750 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -481202.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -481361.468750 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -481361.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -481460.406250 Penalty: 2730.214355
	Iteration 3Q: 3 clusters Score -481460.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -481525.187500 Penalty: 2730.214355
	Iteration 4Q: 3 clusters Score -481525.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -481567.750000 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -481567.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -481597.968750 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -481598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -481619.312500 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -481619.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -481635.187500 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -481635.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -481651.593750 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -481651.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -481664.875000 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -481664.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -481679.718750 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -481679.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -481691.468750 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -481691.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -481706.406250 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -481706.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -481717.875000 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -481717.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -481729.906250 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -481729.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -481739.718750 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -481739.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -481751.718750 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -481751.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -481761.843750 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -481761.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -481773.187500 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -481773.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -481785.468750 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -481785.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -481803.281250 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -481803.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -481823.531250 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -481823.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -481844.593750 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -481844.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -481862.218750 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -481862.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -481884.343750 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -481884.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -481913.937500 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -481913.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -481955.250000 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -481955.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -481995.593750 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -481995.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -482049.750000 Penalty: 2730.214355
	Iteration 29Q: 3 clusters Score -482049.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -482106.687500 Penalty: 2730.214355
	Iteration 30Q: 3 clusters Score -482106.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -482167.468750 Penalty: 2730.214355
	Iteration 31Q: 3 clusters Score -482167.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -482219.562500 Penalty: 2730.214355
	Iteration 32Q: 3 clusters Score -482219.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -482270.343750 Penalty: 2730.214355
	Iteration 33Q: 3 clusters Score -482270.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -482310.093750 Penalty: 2730.214355
	Iteration 34Q: 3 clusters Score -482310.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -482342.437500 Penalty: 2730.214355
	Iteration 35Q: 3 clusters Score -482342.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -482359.625000 Penalty: 2730.214355
	Iteration 36Q: 3 clusters Score -482359.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -482371.625000 Penalty: 2730.214355
	Iteration 37Q: 3 clusters Score -482371.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -482385.093750 Penalty: 2730.214355
	Iteration 38Q: 3 clusters Score -482385.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -482398.718750 Penalty: 2730.214355
	Iteration 39Q: 3 clusters Score -482398.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -482405.468750 Penalty: 2730.214355
	Iteration 40F: 3 clusters Score -482405.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -482410.375000 Penalty: 2730.214355
	Iteration 41Q: 3 clusters Score -482410.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -482415.593750 Penalty: 2730.214355
	Iteration 42Q: 3 clusters Score -482415.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -482420.843750 Penalty: 2730.214355
	Iteration 43Q: 3 clusters Score -482420.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -482426.312500 Penalty: 2730.214355
	Iteration 44Q: 3 clusters Score -482426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -482429.093750 Penalty: 2730.214355
	Iteration 45Q: 3 clusters Score -482429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -482432.625000 Penalty: 2730.214355
	Iteration 46Q: 3 clusters Score -482432.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -482436.937500 Penalty: 2730.214355
	Iteration 47Q: 3 clusters Score -482436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -482440.343750 Penalty: 2730.214355
	Iteration 48Q: 3 clusters Score -482440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -482442.625000 Penalty: 2730.214355
	Iteration 49Q: 3 clusters Score -482442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -482443.593750 Penalty: 2730.214355
	Iteration 50Q: 3 clusters Score -482443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -482447.281250 Penalty: 2730.214355
	Iteration 51Q: 3 clusters Score -482447.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -482450.250000 Penalty: 2730.214355
	Iteration 52Q: 3 clusters Score -482450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -482452.468750 Penalty: 2730.214355
	Iteration 53Q: 3 clusters Score -482452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -482454.906250 Penalty: 2730.214355
	Iteration 54Q: 3 clusters Score -482454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -482459.593750 Penalty: 2730.214355
	Iteration 55Q: 3 clusters Score -482459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -482461.656250 Penalty: 2730.214355
	Iteration 56Q: 3 clusters Score -482461.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -482465.312500 Penalty: 2730.214355
	Iteration 57Q: 3 clusters Score -482465.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -482470.812500 Penalty: 2730.214355
	Iteration 58Q: 3 clusters Score -482470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -482472.500000 Penalty: 2730.214355
	Iteration 59Q: 3 clusters Score -482472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -482473.875000 Penalty: 2730.214355
	Iteration 60F: 3 clusters Score -482473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -482473.531250 Penalty: 2730.214355
	Iteration 61Q: 3 clusters Score -482473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -482474.781250 Penalty: 2730.214355
	Iteration 62Q: 3 clusters Score -482474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -482474.531250 Penalty: 2730.214355
	Iteration 63Q: 3 clusters Score -482474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -482475.906250 Penalty: 2730.214355
	Iteration 64Q: 3 clusters Score -482475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -482476.468750 Penalty: 2730.214355
	Iteration 65Q: 3 clusters Score -482476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -482477.062500 Penalty: 2730.214355
	Iteration 66Q: 3 clusters Score -482477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -482479.562500 Penalty: 2730.214355
	Iteration 67Q: 3 clusters Score -482479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -482481.000000 Penalty: 2730.214355
	Iteration 68Q: 3 clusters Score -482481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -482483.281250 Penalty: 2730.214355
	Iteration 69Q: 3 clusters Score -482483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -482484.843750 Penalty: 2730.214355
	Iteration 70Q: 3 clusters Score -482484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -482486.500000 Penalty: 2730.214355
	Iteration 71Q: 3 clusters Score -482486.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -482486.593750 Penalty: 2730.214355
	Iteration 72Q: 3 clusters Score -482486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -482487.218750 Penalty: 2730.214355
	Iteration 73Q: 3 clusters Score -482487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -482488.187500 Penalty: 2730.214355
	Iteration 74Q: 3 clusters Score -482488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -482488.343750 Penalty: 2730.214355
	Iteration 75Q: 3 clusters Score -482488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -482489.062500 Penalty: 2730.214355
	Iteration 76Q: 3 clusters Score -482489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -482489.187500 Penalty: 2730.214355
	Iteration 77Q: 3 clusters Score -482489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -482489.187500 Penalty: 2730.214355
	Iteration 78F: 3 clusters Score -482489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Entering Unmasked Estep 
Score: -6815268.500000 Penalty: 1803.432495
	Iteration 0F: 2 clusters Score -6815268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -6771294.500000 Penalty: 3606.864990
	Iteration 0F: 3 clusters Score -6771294 nChanged 31056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -6789557.500000 Penalty: 3606.864990
	Iteration 1F: 3 clusters Score -6789558 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6790791.000000 Penalty: 3606.864990
	Iteration 2Q: 3 clusters Score -6790791 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -6792518.000000 Penalty: 3606.864990
	Iteration 3F: 3 clusters Score -6792518 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -6795086.000000 Penalty: 3606.864990
	Iteration 4F: 3 clusters Score -6795086 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -6798407.000000 Penalty: 3606.864990
	Iteration 5F: 3 clusters Score -6798407 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -6801979.500000 Penalty: 3606.864990
	Iteration 6F: 3 clusters Score -6801980 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6804663.500000 Penalty: 3606.864990
	Iteration 7F: 3 clusters Score -6804664 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6806493.000000 Penalty: 3606.864990
	Iteration 8Q: 3 clusters Score -6806493 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6807650.500000 Penalty: 3606.864990
	Iteration 9Q: 3 clusters Score -6807650 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -6808548.000000 Penalty: 3606.864990
	Iteration 10Q: 3 clusters Score -6808548 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -6809352.000000 Penalty: 3606.864990
	Iteration 11Q: 3 clusters Score -6809352 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -6810219.000000 Penalty: 3606.864990
	Iteration 12Q: 3 clusters Score -6810219 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -6811095.000000 Penalty: 3606.864990
	Iteration 13Q: 3 clusters Score -6811095 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -6811857.500000 Penalty: 3606.864990
	Iteration 14Q: 3 clusters Score -6811858 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -6812537.500000 Penalty: 3606.864990
	Iteration 15Q: 3 clusters Score -6812538 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -6813177.000000 Penalty: 3606.864990
	Iteration 16Q: 3 clusters Score -6813177 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -6813788.500000 Penalty: 3606.864990
	Iteration 17Q: 3 clusters Score -6813788 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -6814497.000000 Penalty: 3606.864990
	Iteration 18Q: 3 clusters Score -6814497 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -6815582.000000 Penalty: 3606.864990
	Iteration 19Q: 3 clusters Score -6815582 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -6816949.000000 Penalty: 3606.864990
	Iteration 20F: 3 clusters Score -6816949 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -6817635.000000 Penalty: 3606.864990
	Iteration 21Q: 3 clusters Score -6817635 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -6817897.000000 Penalty: 3606.864990
	Iteration 22Q: 3 clusters Score -6817897 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -6818003.000000 Penalty: 3606.864990
	Iteration 23Q: 3 clusters Score -6818003 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -6818035.500000 Penalty: 3606.864990
	Iteration 24Q: 3 clusters Score -6818036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -6818064.500000 Penalty: 3606.864990
	Iteration 25Q: 3 clusters Score -6818064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -6818081.500000 Penalty: 3606.864990
	Iteration 26Q: 3 clusters Score -6818082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -6818074.500000 Penalty: 3606.864990
	Iteration 27Q: 3 clusters Score -6818074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -6818072.500000 Penalty: 3606.864990
	Iteration 28Q: 3 clusters Score -6818072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -6818071.000000 Penalty: 3606.864990
	Iteration 29Q: 3 clusters Score -6818071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -6818061.500000 Penalty: 3606.864990
	Iteration 30Q: 3 clusters Score -6818062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -6818073.000000 Penalty: 3606.864990
	Iteration 31Q: 3 clusters Score -6818073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6818068.500000 Penalty: 3606.864990
	Iteration 32Q: 3 clusters Score -6818068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6818068.500000 Penalty: 3606.864990
	Iteration 33Q: 3 clusters Score -6818068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -6818065.500000 Penalty: 3606.864990
	Iteration 34Q: 3 clusters Score -6818066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6818064.000000 Penalty: 3606.864990
	Iteration 35Q: 3 clusters Score -6818064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -6818062.000000 Penalty: 3606.864990
	Iteration 36Q: 3 clusters Score -6818062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -6818071.500000 Penalty: 3606.864990
	Iteration 37Q: 3 clusters Score -6818072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -6818079.500000 Penalty: 3606.864990
	Iteration 38Q: 3 clusters Score -6818080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -6818068.500000 Penalty: 3606.864990
	Iteration 39Q: 3 clusters Score -6818068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -6818075.500000 Penalty: 3606.864990
	Iteration 40F: 3 clusters Score -6818076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -6818079.500000 Penalty: 3606.864990
	Iteration 41Q: 3 clusters Score -6818080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6818077.500000 Penalty: 3606.864990
	Iteration 42Q: 3 clusters Score -6818078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6818081.500000 Penalty: 3606.864990
	Iteration 43Q: 3 clusters Score -6818082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6818081.500000 Penalty: 3606.864990
	Iteration 44F: 3 clusters Score -6818082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 180438 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26090 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176765 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 104533 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 10361 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 4761 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 111054 members 
Mstep: Class 34 contains 34240 members 
Mstep: Class 35 contains 17376 members 
Mstep: Class 36 contains 58801 members 
Entering Unmasked Estep 
Score: -101036208.000000 Penalty: 80663.984375
Splitting cluster 18 changes total score from -101034824.000000 to -101036208.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (180438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180438 members 
Entering Unmasked Estep 
Score: -19528124.000000 Penalty: 1966.760742
	Iteration 0F: 2 clusters Score -1.952812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -19429792.000000 Penalty: 3933.521484
	Iteration 0F: 3 clusters Score -1.942979e+07 nChanged 87276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -19481532.000000 Penalty: 3933.521484
	Iteration 1F: 3 clusters Score -1.948153e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -19482484.000000 Penalty: 3933.521484
	Iteration 2Q: 3 clusters Score -1.948248e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -19483870.000000 Penalty: 3933.521484
	Iteration 3Q: 3 clusters Score -1.948387e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -19485862.000000 Penalty: 3933.521484
	Iteration 4Q: 3 clusters Score -1.948586e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -19488836.000000 Penalty: 3933.521484
	Iteration 5Q: 3 clusters Score -1.948884e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 99934 members 
Entering Unmasked Estep 
Score: -19493474.000000 Penalty: 3933.521484
	Iteration 6F: 3 clusters Score -1.949347e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -19499112.000000 Penalty: 3933.521484
	Iteration 7F: 3 clusters Score -1.949911e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -19505656.000000 Penalty: 3933.521484
	Iteration 8F: 3 clusters Score -1.950566e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -19512498.000000 Penalty: 3933.521484
	Iteration 9F: 3 clusters Score -1.95125e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 130435 members 
Entering Unmasked Estep 
Score: -19519318.000000 Penalty: 3933.521484
	Iteration 10F: 3 clusters Score -1.951932e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -19525470.000000 Penalty: 3933.521484
	Iteration 11Q: 3 clusters Score -1.952547e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -19529462.000000 Penalty: 3933.521484
	Iteration 12Q: 3 clusters Score -1.952946e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 146798 members 
Entering Unmasked Estep 
Score: -19531562.000000 Penalty: 3933.521484
	Iteration 13Q: 3 clusters Score -1.953156e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 150540 members 
Entering Unmasked Estep 
Score: -19532564.000000 Penalty: 3933.521484
	Iteration 14Q: 3 clusters Score -1.953256e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -19533178.000000 Penalty: 3933.521484
	Iteration 15Q: 3 clusters Score -1.953318e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -19533666.000000 Penalty: 3933.521484
	Iteration 16Q: 3 clusters Score -1.953367e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -19534026.000000 Penalty: 3933.521484
	Iteration 17Q: 3 clusters Score -1.953403e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 162424 members 
Entering Unmasked Estep 
Score: -19534294.000000 Penalty: 3933.521484
	Iteration 18Q: 3 clusters Score -1.953429e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 164760 members 
Entering Unmasked Estep 
Score: -19534562.000000 Penalty: 3933.521484
	Iteration 19Q: 3 clusters Score -1.953456e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 166742 members 
Entering Unmasked Estep 
Score: -19534564.000000 Penalty: 3933.521484
	Iteration 20F: 3 clusters Score -1.953456e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 168466 members 
Entering Unmasked Estep 
Score: -19534624.000000 Penalty: 3933.521484
	Iteration 21Q: 3 clusters Score -1.953462e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -19534072.000000 Penalty: 3933.521484
	Iteration 22Q: 3 clusters Score -1.953407e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 171094 members 
Entering Unmasked Estep 
Score: -19533736.000000 Penalty: 3933.521484
	Iteration 23Q: 3 clusters Score -1.953374e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 172151 members 
Entering Unmasked Estep 
Score: -19533466.000000 Penalty: 3933.521484
	Iteration 24Q: 3 clusters Score -1.953347e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 173060 members 
Entering Unmasked Estep 
Score: -19533012.000000 Penalty: 3933.521484
	Iteration 25Q: 3 clusters Score -1.953301e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -19532722.000000 Penalty: 3933.521484
	Iteration 26Q: 3 clusters Score -1.953272e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 174493 members 
Entering Unmasked Estep 
Score: -19532286.000000 Penalty: 3933.521484
	Iteration 27Q: 3 clusters Score -1.953229e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -19531990.000000 Penalty: 3933.521484
	Iteration 28Q: 3 clusters Score -1.953199e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -19531670.000000 Penalty: 3933.521484
	Iteration 29Q: 3 clusters Score -1.953167e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -19531382.000000 Penalty: 3933.521484
	Iteration 30Q: 3 clusters Score -1.953138e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 176309 members 
Entering Unmasked Estep 
Score: -19531048.000000 Penalty: 3933.521484
	Iteration 31Q: 3 clusters Score -1.953105e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 176627 members 
Entering Unmasked Estep 
Score: -19530738.000000 Penalty: 3933.521484
	Iteration 32Q: 3 clusters Score -1.953074e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 176912 members 
Entering Unmasked Estep 
Score: -19530432.000000 Penalty: 3933.521484
	Iteration 33Q: 3 clusters Score -1.953043e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -19530124.000000 Penalty: 3933.521484
	Iteration 34Q: 3 clusters Score -1.953012e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -19529892.000000 Penalty: 3933.521484
	Iteration 35Q: 3 clusters Score -1.952989e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 177523 members 
Entering Unmasked Estep 
Score: -19529718.000000 Penalty: 3933.521484
	Iteration 36Q: 3 clusters Score -1.952972e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 177660 members 
Entering Unmasked Estep 
Score: -19529572.000000 Penalty: 3933.521484
	Iteration 37Q: 3 clusters Score -1.952957e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -19529478.000000 Penalty: 3933.521484
	Iteration 38Q: 3 clusters Score -1.952948e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 177882 members 
Entering Unmasked Estep 
Score: -19529352.000000 Penalty: 3933.521484
	Iteration 39Q: 3 clusters Score -1.952935e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 177959 members 
Entering Unmasked Estep 
Score: -19529272.000000 Penalty: 3933.521484
	Iteration 40F: 3 clusters Score -1.952927e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -19529182.000000 Penalty: 3933.521484
	Iteration 41Q: 3 clusters Score -1.952918e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 178090 members 
Entering Unmasked Estep 
Score: -19529140.000000 Penalty: 3933.521484
	Iteration 42Q: 3 clusters Score -1.952914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 178155 members 
Entering Unmasked Estep 
Score: -19529102.000000 Penalty: 3933.521484
	Iteration 43Q: 3 clusters Score -1.95291e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 178220 members 
Entering Unmasked Estep 
Score: -19528992.000000 Penalty: 3933.521484
	Iteration 44Q: 3 clusters Score -1.952899e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 178285 members 
Entering Unmasked Estep 
Score: -19528924.000000 Penalty: 3933.521484
	Iteration 45Q: 3 clusters Score -1.952892e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 178329 members 
Entering Unmasked Estep 
Score: -19528898.000000 Penalty: 3933.521484
	Iteration 46Q: 3 clusters Score -1.95289e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 178380 members 
Entering Unmasked Estep 
Score: -19528842.000000 Penalty: 3933.521484
	Iteration 47Q: 3 clusters Score -1.952884e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 178422 members 
Entering Unmasked Estep 
Score: -19528814.000000 Penalty: 3933.521484
	Iteration 48Q: 3 clusters Score -1.952881e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 178462 members 
Entering Unmasked Estep 
Score: -19528778.000000 Penalty: 3933.521484
	Iteration 49Q: 3 clusters Score -1.952878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 178493 members 
Entering Unmasked Estep 
Score: -19528742.000000 Penalty: 3933.521484
	Iteration 50Q: 3 clusters Score -1.952874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 178529 members 
Entering Unmasked Estep 
Score: -19528684.000000 Penalty: 3933.521484
	Iteration 51Q: 3 clusters Score -1.952868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 178559 members 
Entering Unmasked Estep 
Score: -19528638.000000 Penalty: 3933.521484
	Iteration 52Q: 3 clusters Score -1.952864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 178590 members 
Entering Unmasked Estep 
Score: -19528602.000000 Penalty: 3933.521484
	Iteration 53Q: 3 clusters Score -1.95286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 178627 members 
Entering Unmasked Estep 
Score: -19528578.000000 Penalty: 3933.521484
	Iteration 54Q: 3 clusters Score -1.952858e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 178658 members 
Entering Unmasked Estep 
Score: -19528520.000000 Penalty: 3933.521484
	Iteration 55Q: 3 clusters Score -1.952852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 178689 members 
Entering Unmasked Estep 
Score: -19528480.000000 Penalty: 3933.521484
	Iteration 56Q: 3 clusters Score -1.952848e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 178728 members 
Entering Unmasked Estep 
Score: -19528444.000000 Penalty: 3933.521484
	Iteration 57Q: 3 clusters Score -1.952844e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 178760 members 
Entering Unmasked Estep 
Score: -19528406.000000 Penalty: 3933.521484
	Iteration 58Q: 3 clusters Score -1.952841e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 178793 members 
Entering Unmasked Estep 
Score: -19528368.000000 Penalty: 3933.521484
	Iteration 59Q: 3 clusters Score -1.952837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 178815 members 
Entering Unmasked Estep 
Score: -19528368.000000 Penalty: 3933.521484
	Iteration 60F: 3 clusters Score -1.952837e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 178840 members 
Entering Unmasked Estep 
Score: -19528324.000000 Penalty: 3933.521484
	Iteration 61Q: 3 clusters Score -1.952832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -19528304.000000 Penalty: 3933.521484
	Iteration 62Q: 3 clusters Score -1.95283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -19528280.000000 Penalty: 3933.521484
	Iteration 63Q: 3 clusters Score -1.952828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 178894 members 
Entering Unmasked Estep 
Score: -19528298.000000 Penalty: 3933.521484
	Iteration 64Q: 3 clusters Score -1.95283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -19528302.000000 Penalty: 3933.521484
	Iteration 65Q: 3 clusters Score -1.95283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 178910 members 
Entering Unmasked Estep 
Score: -19528298.000000 Penalty: 3933.521484
	Iteration 66Q: 3 clusters Score -1.95283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 178916 members 
Entering Unmasked Estep 
Score: -19528268.000000 Penalty: 3933.521484
	Iteration 67Q: 3 clusters Score -1.952827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -19528282.000000 Penalty: 3933.521484
	Iteration 68Q: 3 clusters Score -1.952828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -19528274.000000 Penalty: 3933.521484
	Iteration 69Q: 3 clusters Score -1.952827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -19528254.000000 Penalty: 3933.521484
	Iteration 70Q: 3 clusters Score -1.952825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 178943 members 
Entering Unmasked Estep 
Score: -19528246.000000 Penalty: 3933.521484
	Iteration 71Q: 3 clusters Score -1.952825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 178956 members 
Entering Unmasked Estep 
Score: -19528268.000000 Penalty: 3933.521484
	Iteration 72Q: 3 clusters Score -1.952827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 178974 members 
Entering Unmasked Estep 
Score: -19528244.000000 Penalty: 3933.521484
	Iteration 73Q: 3 clusters Score -1.952824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 178990 members 
Entering Unmasked Estep 
Score: -19528202.000000 Penalty: 3933.521484
	Iteration 74Q: 3 clusters Score -1.95282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 179008 members 
Entering Unmasked Estep 
Score: -19528186.000000 Penalty: 3933.521484
	Iteration 75Q: 3 clusters Score -1.952819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 179022 members 
Entering Unmasked Estep 
Score: -19528152.000000 Penalty: 3933.521484
	Iteration 76Q: 3 clusters Score -1.952815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 179041 members 
Entering Unmasked Estep 
Score: -19528122.000000 Penalty: 3933.521484
	Iteration 77Q: 3 clusters Score -1.952812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 179053 members 
Entering Unmasked Estep 
Score: -19528096.000000 Penalty: 3933.521484
	Iteration 78Q: 3 clusters Score -1.95281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 179070 members 
Entering Unmasked Estep 
Score: -19528072.000000 Penalty: 3933.521484
	Iteration 79Q: 3 clusters Score -1.952807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -19528064.000000 Penalty: 3933.521484
	Iteration 80F: 3 clusters Score -1.952806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 179094 members 
Entering Unmasked Estep 
Score: -19528056.000000 Penalty: 3933.521484
	Iteration 81Q: 3 clusters Score -1.952806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 179106 members 
Entering Unmasked Estep 
Score: -19528024.000000 Penalty: 3933.521484
	Iteration 82Q: 3 clusters Score -1.952802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 179118 members 
Entering Unmasked Estep 
Score: -19528026.000000 Penalty: 3933.521484
	Iteration 83Q: 3 clusters Score -1.952803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 179128 members 
Entering Unmasked Estep 
Score: -19528002.000000 Penalty: 3933.521484
	Iteration 84Q: 3 clusters Score -1.9528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -19527986.000000 Penalty: 3933.521484
	Iteration 85Q: 3 clusters Score -1.952799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 179153 members 
Entering Unmasked Estep 
Score: -19527980.000000 Penalty: 3933.521484
	Iteration 86Q: 3 clusters Score -1.952798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 179165 members 
Entering Unmasked Estep 
Score: -19527968.000000 Penalty: 3933.521484
	Iteration 87Q: 3 clusters Score -1.952797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 179175 members 
Entering Unmasked Estep 
Score: -19527946.000000 Penalty: 3933.521484
	Iteration 88Q: 3 clusters Score -1.952795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 179185 members 
Entering Unmasked Estep 
Score: -19527936.000000 Penalty: 3933.521484
	Iteration 89Q: 3 clusters Score -1.952794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -19527938.000000 Penalty: 3933.521484
	Iteration 90Q: 3 clusters Score -1.952794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 179200 members 
Entering Unmasked Estep 
Score: -19527916.000000 Penalty: 3933.521484
	Iteration 91Q: 3 clusters Score -1.952792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -19527918.000000 Penalty: 3933.521484
	Iteration 92Q: 3 clusters Score -1.952792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 179211 members 
Entering Unmasked Estep 
Score: -19527912.000000 Penalty: 3933.521484
	Iteration 93Q: 3 clusters Score -1.952791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 179216 members 
Entering Unmasked Estep 
Score: -19527904.000000 Penalty: 3933.521484
	Iteration 94Q: 3 clusters Score -1.95279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 179220 members 
Entering Unmasked Estep 
Score: -19527892.000000 Penalty: 3933.521484
	Iteration 95Q: 3 clusters Score -1.952789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 179228 members 
Entering Unmasked Estep 
Score: -19527886.000000 Penalty: 3933.521484
	Iteration 96Q: 3 clusters Score -1.952789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -19527886.000000 Penalty: 3933.521484
	Iteration 97Q: 3 clusters Score -1.952789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -19527888.000000 Penalty: 3933.521484
	Iteration 98Q: 3 clusters Score -1.952789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 179261 members 
Entering Unmasked Estep 
Score: -19527890.000000 Penalty: 3933.521484
	Iteration 99Q: 3 clusters Score -1.952789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 179273 members 
Entering Unmasked Estep 
Score: -19527864.000000 Penalty: 3933.521484
	Iteration 100F: 3 clusters Score -1.952786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 179286 members 
Entering Unmasked Estep 
Score: -19527854.000000 Penalty: 3933.521484
	Iteration 101Q: 3 clusters Score -1.952785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -19527830.000000 Penalty: 3933.521484
	Iteration 102Q: 3 clusters Score -1.952783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -19527836.000000 Penalty: 3933.521484
	Iteration 103Q: 3 clusters Score -1.952784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 179310 members 
Entering Unmasked Estep 
Score: -19527810.000000 Penalty: 3933.521484
	Iteration 104Q: 3 clusters Score -1.952781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 179318 members 
Entering Unmasked Estep 
Score: -19527812.000000 Penalty: 3933.521484
	Iteration 105Q: 3 clusters Score -1.952781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 179321 members 
Entering Unmasked Estep 
Score: -19527816.000000 Penalty: 3933.521484
	Iteration 106Q: 3 clusters Score -1.952782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 179327 members 
Entering Unmasked Estep 
Score: -19527818.000000 Penalty: 3933.521484
	Iteration 107Q: 3 clusters Score -1.952782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 179332 members 
Entering Unmasked Estep 
Score: -19527800.000000 Penalty: 3933.521484
	Iteration 108Q: 3 clusters Score -1.95278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 179339 members 
Entering Unmasked Estep 
Score: -19527800.000000 Penalty: 3933.521484
	Iteration 109Q: 3 clusters Score -1.95278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 179342 members 
Entering Unmasked Estep 
Score: -19527798.000000 Penalty: 3933.521484
	Iteration 110Q: 3 clusters Score -1.95278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -19527790.000000 Penalty: 3933.521484
	Iteration 111Q: 3 clusters Score -1.952779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 179345 members 
Entering Unmasked Estep 
Score: -19527804.000000 Penalty: 3933.521484
	Iteration 112Q: 3 clusters Score -1.95278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 179346 members 
Entering Unmasked Estep 
Score: -19527792.000000 Penalty: 3933.521484
	Iteration 113Q: 3 clusters Score -1.952779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 179346 members 
Entering Unmasked Estep 
Score: -19527792.000000 Penalty: 3933.521484
	Iteration 114F: 3 clusters Score -1.952779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Entering Unmasked Estep 
Score: -418648.750000 Penalty: 1348.512573
	Iteration 0F: 2 clusters Score -418648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -415311.062500 Penalty: 2697.025146
	Iteration 0F: 3 clusters Score -415311.1 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -416257.500000 Penalty: 2697.025146
	Iteration 1F: 3 clusters Score -416257.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -416562.593750 Penalty: 2697.025146
	Iteration 2F: 3 clusters Score -416562.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -416798.125000 Penalty: 2697.025146
	Iteration 3F: 3 clusters Score -416798.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -416988.062500 Penalty: 2697.025146
	Iteration 4F: 3 clusters Score -416988.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -417158.968750 Penalty: 2697.025146
	Iteration 5F: 3 clusters Score -417159 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -417316.250000 Penalty: 2697.025146
	Iteration 6Q: 3 clusters Score -417316.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -417423.468750 Penalty: 2697.025146
	Iteration 7Q: 3 clusters Score -417423.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -417513.500000 Penalty: 2697.025146
	Iteration 8Q: 3 clusters Score -417513.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -417576.937500 Penalty: 2697.025146
	Iteration 9Q: 3 clusters Score -417576.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -417625.687500 Penalty: 2697.025146
	Iteration 10Q: 3 clusters Score -417625.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -417659.593750 Penalty: 2697.025146
	Iteration 11Q: 3 clusters Score -417659.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -417682.781250 Penalty: 2697.025146
	Iteration 12Q: 3 clusters Score -417682.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -417694.531250 Penalty: 2697.025146
	Iteration 13Q: 3 clusters Score -417694.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -417702.218750 Penalty: 2697.025146
	Iteration 14Q: 3 clusters Score -417702.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -417710.437500 Penalty: 2697.025146
	Iteration 15Q: 3 clusters Score -417710.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -417715.781250 Penalty: 2697.025146
	Iteration 16Q: 3 clusters Score -417715.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -417722.187500 Penalty: 2697.025146
	Iteration 17Q: 3 clusters Score -417722.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -417728.625000 Penalty: 2697.025146
	Iteration 18Q: 3 clusters Score -417728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -417731.437500 Penalty: 2697.025146
	Iteration 19Q: 3 clusters Score -417731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -417731.906250 Penalty: 2697.025146
	Iteration 20F: 3 clusters Score -417731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -417733.281250 Penalty: 2697.025146
	Iteration 21Q: 3 clusters Score -417733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -417734.531250 Penalty: 2697.025146
	Iteration 22Q: 3 clusters Score -417734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -417734.937500 Penalty: 2697.025146
	Iteration 23Q: 3 clusters Score -417734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -417735.625000 Penalty: 2697.025146
	Iteration 24Q: 3 clusters Score -417735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -417736.000000 Penalty: 2697.025146
	Iteration 25Q: 3 clusters Score -417736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -417736.343750 Penalty: 2697.025146
	Iteration 26Q: 3 clusters Score -417736.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -417736.343750 Penalty: 2697.025146
	Iteration 27F: 3 clusters Score -417736.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Entering Unmasked Estep 
Score: -2709255.250000 Penalty: 1652.512451
	Iteration 0F: 2 clusters Score -2709255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2691669.750000 Penalty: 3305.024902
	Iteration 0F: 3 clusters Score -2691670 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2698187.750000 Penalty: 3305.024902
	Iteration 1F: 3 clusters Score -2698188 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2698515.250000 Penalty: 3305.024902
	Iteration 2Q: 3 clusters Score -2698515 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2698911.500000 Penalty: 3305.024902
	Iteration 3Q: 3 clusters Score -2698912 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2699401.750000 Penalty: 3305.024902
	Iteration 4Q: 3 clusters Score -2699402 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2700092.500000 Penalty: 3305.024902
	Iteration 5Q: 3 clusters Score -2700092 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2700968.750000 Penalty: 3305.024902
	Iteration 6F: 3 clusters Score -2700969 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2702037.750000 Penalty: 3305.024902
	Iteration 7F: 3 clusters Score -2702038 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2703155.500000 Penalty: 3305.024902
	Iteration 8F: 3 clusters Score -2703156 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2704316.250000 Penalty: 3305.024902
	Iteration 9F: 3 clusters Score -2704316 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2705405.250000 Penalty: 3305.024902
	Iteration 10Q: 3 clusters Score -2705405 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2706472.250000 Penalty: 3305.024902
	Iteration 11Q: 3 clusters Score -2706472 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2707082.750000 Penalty: 3305.024902
	Iteration 12Q: 3 clusters Score -2707083 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2707336.750000 Penalty: 3305.024902
	Iteration 13Q: 3 clusters Score -2707337 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2707503.250000 Penalty: 3305.024902
	Iteration 14Q: 3 clusters Score -2707503 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2707633.250000 Penalty: 3305.024902
	Iteration 15Q: 3 clusters Score -2707633 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2707719.250000 Penalty: 3305.024902
	Iteration 16Q: 3 clusters Score -2707719 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2707791.000000 Penalty: 3305.024902
	Iteration 17Q: 3 clusters Score -2707791 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2707848.500000 Penalty: 3305.024902
	Iteration 18Q: 3 clusters Score -2707848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2707898.500000 Penalty: 3305.024902
	Iteration 19Q: 3 clusters Score -2707898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2707947.000000 Penalty: 3305.024902
	Iteration 20F: 3 clusters Score -2707947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2707978.000000 Penalty: 3305.024902
	Iteration 21Q: 3 clusters Score -2707978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2708007.000000 Penalty: 3305.024902
	Iteration 22Q: 3 clusters Score -2708007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2708035.250000 Penalty: 3305.024902
	Iteration 23Q: 3 clusters Score -2708035 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2708062.250000 Penalty: 3305.024902
	Iteration 24Q: 3 clusters Score -2708062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2708079.000000 Penalty: 3305.024902
	Iteration 25Q: 3 clusters Score -2708079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2708095.000000 Penalty: 3305.024902
	Iteration 26Q: 3 clusters Score -2708095 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2708098.500000 Penalty: 3305.024902
	Iteration 27Q: 3 clusters Score -2708098 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2708127.500000 Penalty: 3305.024902
	Iteration 28Q: 3 clusters Score -2708128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2708145.750000 Penalty: 3305.024902
	Iteration 29Q: 3 clusters Score -2708146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2708162.750000 Penalty: 3305.024902
	Iteration 30Q: 3 clusters Score -2708163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2708173.250000 Penalty: 3305.024902
	Iteration 31Q: 3 clusters Score -2708173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2708180.500000 Penalty: 3305.024902
	Iteration 32Q: 3 clusters Score -2708180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2708194.750000 Penalty: 3305.024902
	Iteration 33Q: 3 clusters Score -2708195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2708198.250000 Penalty: 3305.024902
	Iteration 34Q: 3 clusters Score -2708198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2708210.750000 Penalty: 3305.024902
	Iteration 35Q: 3 clusters Score -2708211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2708224.500000 Penalty: 3305.024902
	Iteration 36Q: 3 clusters Score -2708224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2708235.750000 Penalty: 3305.024902
	Iteration 37Q: 3 clusters Score -2708236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2708242.000000 Penalty: 3305.024902
	Iteration 38Q: 3 clusters Score -2708242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2708248.500000 Penalty: 3305.024902
	Iteration 39Q: 3 clusters Score -2708248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -2708254.750000 Penalty: 3305.024902
	Iteration 40F: 3 clusters Score -2708255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2708259.500000 Penalty: 3305.024902
	Iteration 41Q: 3 clusters Score -2708260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2708264.500000 Penalty: 3305.024902
	Iteration 42Q: 3 clusters Score -2708264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2708275.000000 Penalty: 3305.024902
	Iteration 43Q: 3 clusters Score -2708275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2708280.000000 Penalty: 3305.024902
	Iteration 44Q: 3 clusters Score -2708280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2708288.500000 Penalty: 3305.024902
	Iteration 45Q: 3 clusters Score -2708288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2708294.250000 Penalty: 3305.024902
	Iteration 46Q: 3 clusters Score -2708294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2708303.250000 Penalty: 3305.024902
	Iteration 47Q: 3 clusters Score -2708303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2708306.500000 Penalty: 3305.024902
	Iteration 48Q: 3 clusters Score -2708306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2708313.750000 Penalty: 3305.024902
	Iteration 49Q: 3 clusters Score -2708314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2708313.000000 Penalty: 3305.024902
	Iteration 50Q: 3 clusters Score -2708313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2708319.500000 Penalty: 3305.024902
	Iteration 51Q: 3 clusters Score -2708320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2708321.250000 Penalty: 3305.024902
	Iteration 52Q: 3 clusters Score -2708321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -2708320.250000 Penalty: 3305.024902
	Iteration 53Q: 3 clusters Score -2708320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2708322.750000 Penalty: 3305.024902
	Iteration 54Q: 3 clusters Score -2708323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2708328.500000 Penalty: 3305.024902
	Iteration 55Q: 3 clusters Score -2708328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2708332.000000 Penalty: 3305.024902
	Iteration 56Q: 3 clusters Score -2708332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2708330.250000 Penalty: 3305.024902
	Iteration 57Q: 3 clusters Score -2708330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2708334.000000 Penalty: 3305.024902
	Iteration 58Q: 3 clusters Score -2708334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2708335.000000 Penalty: 3305.024902
	Iteration 59Q: 3 clusters Score -2708335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2708339.250000 Penalty: 3305.024902
	Iteration 60F: 3 clusters Score -2708339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2708340.750000 Penalty: 3305.024902
	Iteration 61Q: 3 clusters Score -2708341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2708345.250000 Penalty: 3305.024902
	Iteration 62Q: 3 clusters Score -2708345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2708350.000000 Penalty: 3305.024902
	Iteration 63Q: 3 clusters Score -2708350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2708348.000000 Penalty: 3305.024902
	Iteration 64Q: 3 clusters Score -2708348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2708353.500000 Penalty: 3305.024902
	Iteration 65Q: 3 clusters Score -2708354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2708353.750000 Penalty: 3305.024902
	Iteration 66Q: 3 clusters Score -2708354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2708353.000000 Penalty: 3305.024902
	Iteration 67Q: 3 clusters Score -2708353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2708355.750000 Penalty: 3305.024902
	Iteration 68Q: 3 clusters Score -2708356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2708357.000000 Penalty: 3305.024902
	Iteration 69Q: 3 clusters Score -2708357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2708357.000000 Penalty: 3305.024902
	Iteration 70F: 3 clusters Score -2708357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10756.740234 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -10756.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10048.236328 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -10048.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10242.954102 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -10242.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10281.843750 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -10281.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10290.622070 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -10290.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10308.234375 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -10308.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10354.399414 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -10354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10374.410156 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -10374.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10380.695312 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -10380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10380.695312 Penalty: 1720.324097
	Iteration 8F: 3 clusters Score -10380.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Entering Unmasked Estep 
Score: -18688566.000000 Penalty: 1963.418701
	Iteration 0F: 2 clusters Score -1.868857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -18570272.000000 Penalty: 3926.837402
	Iteration 0F: 3 clusters Score -1.857027e+07 nChanged 85310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -18620608.000000 Penalty: 3926.837402
	Iteration 1F: 3 clusters Score -1.862061e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -18621546.000000 Penalty: 3926.837402
	Iteration 2Q: 3 clusters Score -1.862155e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -18622712.000000 Penalty: 3926.837402
	Iteration 3Q: 3 clusters Score -1.862271e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -18624140.000000 Penalty: 3926.837402
	Iteration 4Q: 3 clusters Score -1.862414e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -18626420.000000 Penalty: 3926.837402
	Iteration 5Q: 3 clusters Score -1.862642e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 105797 members 
Entering Unmasked Estep 
Score: -18629930.000000 Penalty: 3926.837402
	Iteration 6Q: 3 clusters Score -1.862993e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -18635372.000000 Penalty: 3926.837402
	Iteration 7F: 3 clusters Score -1.863537e+07 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -18643700.000000 Penalty: 3926.837402
	Iteration 8F: 3 clusters Score -1.86437e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -18653198.000000 Penalty: 3926.837402
	Iteration 9F: 3 clusters Score -1.86532e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -18660866.000000 Penalty: 3926.837402
	Iteration 10F: 3 clusters Score -1.866087e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -18665588.000000 Penalty: 3926.837402
	Iteration 11Q: 3 clusters Score -1.866559e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 148067 members 
Entering Unmasked Estep 
Score: -18668498.000000 Penalty: 3926.837402
	Iteration 12Q: 3 clusters Score -1.86685e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 152135 members 
Entering Unmasked Estep 
Score: -18670830.000000 Penalty: 3926.837402
	Iteration 13Q: 3 clusters Score -1.867083e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -18673042.000000 Penalty: 3926.837402
	Iteration 14Q: 3 clusters Score -1.867304e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 159786 members 
Entering Unmasked Estep 
Score: -18675240.000000 Penalty: 3926.837402
	Iteration 15Q: 3 clusters Score -1.867524e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 163290 members 
Entering Unmasked Estep 
Score: -18677416.000000 Penalty: 3926.837402
	Iteration 16Q: 3 clusters Score -1.867742e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -18679574.000000 Penalty: 3926.837402
	Iteration 17Q: 3 clusters Score -1.867957e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -18681554.000000 Penalty: 3926.837402
	Iteration 18Q: 3 clusters Score -1.868155e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -18683302.000000 Penalty: 3926.837402
	Iteration 19Q: 3 clusters Score -1.86833e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 173298 members 
Entering Unmasked Estep 
Score: -18684666.000000 Penalty: 3926.837402
	Iteration 20F: 3 clusters Score -1.868467e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 174651 members 
Entering Unmasked Estep 
Score: -18685690.000000 Penalty: 3926.837402
	Iteration 21Q: 3 clusters Score -1.868569e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 175493 members 
Entering Unmasked Estep 
Score: -18686278.000000 Penalty: 3926.837402
	Iteration 22Q: 3 clusters Score -1.868628e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 175959 members 
Entering Unmasked Estep 
Score: -18686630.000000 Penalty: 3926.837402
	Iteration 23Q: 3 clusters Score -1.868663e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 176201 members 
Entering Unmasked Estep 
Score: -18686764.000000 Penalty: 3926.837402
	Iteration 24Q: 3 clusters Score -1.868676e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 176295 members 
Entering Unmasked Estep 
Score: -18686814.000000 Penalty: 3926.837402
	Iteration 25Q: 3 clusters Score -1.868681e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -18686858.000000 Penalty: 3926.837402
	Iteration 26Q: 3 clusters Score -1.868686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 176378 members 
Entering Unmasked Estep 
Score: -18686886.000000 Penalty: 3926.837402
	Iteration 27Q: 3 clusters Score -1.868689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 176398 members 
Entering Unmasked Estep 
Score: -18686886.000000 Penalty: 3926.837402
	Iteration 28Q: 3 clusters Score -1.868689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -18686916.000000 Penalty: 3926.837402
	Iteration 29Q: 3 clusters Score -1.868692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 176430 members 
Entering Unmasked Estep 
Score: -18686936.000000 Penalty: 3926.837402
	Iteration 30Q: 3 clusters Score -1.868694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 176436 members 
Entering Unmasked Estep 
Score: -18686948.000000 Penalty: 3926.837402
	Iteration 31Q: 3 clusters Score -1.868695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 176443 members 
Entering Unmasked Estep 
Score: -18686960.000000 Penalty: 3926.837402
	Iteration 32Q: 3 clusters Score -1.868696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -18686974.000000 Penalty: 3926.837402
	Iteration 33Q: 3 clusters Score -1.868697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -18686966.000000 Penalty: 3926.837402
	Iteration 34Q: 3 clusters Score -1.868697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -18686976.000000 Penalty: 3926.837402
	Iteration 35Q: 3 clusters Score -1.868698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -18686984.000000 Penalty: 3926.837402
	Iteration 36Q: 3 clusters Score -1.868698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 176458 members 
Entering Unmasked Estep 
Score: -18686986.000000 Penalty: 3926.837402
	Iteration 37Q: 3 clusters Score -1.868699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 176458 members 
Entering Unmasked Estep 
Score: -18686986.000000 Penalty: 3926.837402
	Iteration 38F: 3 clusters Score -1.868699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -275755.093750 Penalty: 1286.303467
	Iteration 0F: 2 clusters Score -275755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -273161.250000 Penalty: 2572.606934
	Iteration 0F: 3 clusters Score -273161.2 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -273806.906250 Penalty: 2572.606934
	Iteration 1F: 3 clusters Score -273806.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -273926.906250 Penalty: 2572.606934
	Iteration 2F: 3 clusters Score -273926.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -274003.093750 Penalty: 2572.606934
	Iteration 3Q: 3 clusters Score -274003.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -274065.000000 Penalty: 2572.606934
	Iteration 4Q: 3 clusters Score -274065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -274100.156250 Penalty: 2572.606934
	Iteration 5Q: 3 clusters Score -274100.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -274131.968750 Penalty: 2572.606934
	Iteration 6Q: 3 clusters Score -274132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274169.781250 Penalty: 2572.606934
	Iteration 7Q: 3 clusters Score -274169.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -274205.875000 Penalty: 2572.606934
	Iteration 8Q: 3 clusters Score -274205.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -274239.500000 Penalty: 2572.606934
	Iteration 9Q: 3 clusters Score -274239.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -274277.906250 Penalty: 2572.606934
	Iteration 10Q: 3 clusters Score -274277.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -274307.531250 Penalty: 2572.606934
	Iteration 11Q: 3 clusters Score -274307.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -274334.312500 Penalty: 2572.606934
	Iteration 12Q: 3 clusters Score -274334.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -274371.687500 Penalty: 2572.606934
	Iteration 13Q: 3 clusters Score -274371.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -274411.750000 Penalty: 2572.606934
	Iteration 14Q: 3 clusters Score -274411.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -274437.625000 Penalty: 2572.606934
	Iteration 15Q: 3 clusters Score -274437.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -274463.593750 Penalty: 2572.606934
	Iteration 16Q: 3 clusters Score -274463.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -274489.437500 Penalty: 2572.606934
	Iteration 17Q: 3 clusters Score -274489.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -274513.500000 Penalty: 2572.606934
	Iteration 18Q: 3 clusters Score -274513.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -274535.281250 Penalty: 2572.606934
	Iteration 19Q: 3 clusters Score -274535.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -274557.562500 Penalty: 2572.606934
	Iteration 20F: 3 clusters Score -274557.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -274578.031250 Penalty: 2572.606934
	Iteration 21Q: 3 clusters Score -274578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -274595.781250 Penalty: 2572.606934
	Iteration 22Q: 3 clusters Score -274595.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -274608.781250 Penalty: 2572.606934
	Iteration 23Q: 3 clusters Score -274608.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -274619.531250 Penalty: 2572.606934
	Iteration 24Q: 3 clusters Score -274619.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -274637.656250 Penalty: 2572.606934
	Iteration 25Q: 3 clusters Score -274637.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -274658.062500 Penalty: 2572.606934
	Iteration 26Q: 3 clusters Score -274658.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -274682.093750 Penalty: 2572.606934
	Iteration 27Q: 3 clusters Score -274682.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -274702.125000 Penalty: 2572.606934
	Iteration 28Q: 3 clusters Score -274702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -274720.375000 Penalty: 2572.606934
	Iteration 29Q: 3 clusters Score -274720.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -274727.062500 Penalty: 2572.606934
	Iteration 30Q: 3 clusters Score -274727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -274729.562500 Penalty: 2572.606934
	Iteration 31Q: 3 clusters Score -274729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -274733.937500 Penalty: 2572.606934
	Iteration 32Q: 3 clusters Score -274733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -274738.375000 Penalty: 2572.606934
	Iteration 33Q: 3 clusters Score -274738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -274739.281250 Penalty: 2572.606934
	Iteration 34Q: 3 clusters Score -274739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -274741.000000 Penalty: 2572.606934
	Iteration 35Q: 3 clusters Score -274741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -274741.562500 Penalty: 2572.606934
	Iteration 36Q: 3 clusters Score -274741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -274742.125000 Penalty: 2572.606934
	Iteration 37Q: 3 clusters Score -274742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -274742.125000 Penalty: 2572.606934
	Iteration 38F: 3 clusters Score -274742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Entering Unmasked Estep 
Score: -11209709.000000 Penalty: 1878.054321
	Iteration 0F: 2 clusters Score -1.120971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -11140088.000000 Penalty: 3756.108643
	Iteration 0F: 3 clusters Score -1.114009e+07 nChanged 50030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -11168908.000000 Penalty: 3756.108643
	Iteration 1F: 3 clusters Score -1.116891e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -11169622.000000 Penalty: 3756.108643
	Iteration 2Q: 3 clusters Score -1.116962e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -11170712.000000 Penalty: 3756.108643
	Iteration 3Q: 3 clusters Score -1.117071e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -11172481.000000 Penalty: 3756.108643
	Iteration 4Q: 3 clusters Score -1.117248e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -11175649.000000 Penalty: 3756.108643
	Iteration 5F: 3 clusters Score -1.117565e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -11181425.000000 Penalty: 3756.108643
	Iteration 6F: 3 clusters Score -1.118142e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -11189836.000000 Penalty: 3756.108643
	Iteration 7F: 3 clusters Score -1.118984e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -11198454.000000 Penalty: 3756.108643
	Iteration 8F: 3 clusters Score -1.119845e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -11203899.000000 Penalty: 3756.108643
	Iteration 9F: 3 clusters Score -1.12039e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11206371.000000 Penalty: 3756.108643
	Iteration 10Q: 3 clusters Score -1.120637e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11207392.000000 Penalty: 3756.108643
	Iteration 11Q: 3 clusters Score -1.120739e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11207780.000000 Penalty: 3756.108643
	Iteration 12Q: 3 clusters Score -1.120778e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11207932.000000 Penalty: 3756.108643
	Iteration 13Q: 3 clusters Score -1.120793e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11207977.000000 Penalty: 3756.108643
	Iteration 14Q: 3 clusters Score -1.120798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11208016.000000 Penalty: 3756.108643
	Iteration 15Q: 3 clusters Score -1.120802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11208027.000000 Penalty: 3756.108643
	Iteration 16Q: 3 clusters Score -1.120803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11208044.000000 Penalty: 3756.108643
	Iteration 17Q: 3 clusters Score -1.120804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11208050.000000 Penalty: 3756.108643
	Iteration 18Q: 3 clusters Score -1.120805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11208059.000000 Penalty: 3756.108643
	Iteration 19Q: 3 clusters Score -1.120806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11208086.000000 Penalty: 3756.108643
	Iteration 20F: 3 clusters Score -1.120809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11208088.000000 Penalty: 3756.108643
	Iteration 21Q: 3 clusters Score -1.120809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11208090.000000 Penalty: 3756.108643
	Iteration 22Q: 3 clusters Score -1.120809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11208094.000000 Penalty: 3756.108643
	Iteration 23Q: 3 clusters Score -1.120809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11208093.000000 Penalty: 3756.108643
	Iteration 24Q: 3 clusters Score -1.120809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11208094.000000 Penalty: 3756.108643
	Iteration 25Q: 3 clusters Score -1.120809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11208094.000000 Penalty: 3756.108643
	Iteration 26Q: 3 clusters Score -1.120809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11208094.000000 Penalty: 3756.108643
	Iteration 27F: 3 clusters Score -1.120809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Entering Unmasked Estep 
Score: -1603966.875000 Penalty: 1569.700439
	Iteration 0F: 2 clusters Score -1603967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1593192.125000 Penalty: 3139.400879
	Iteration 0F: 3 clusters Score -1593192 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1597187.875000 Penalty: 3139.400879
	Iteration 1F: 3 clusters Score -1597188 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1597672.000000 Penalty: 3139.400879
	Iteration 2F: 3 clusters Score -1597672 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1598130.250000 Penalty: 3139.400879
	Iteration 3F: 3 clusters Score -1598130 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1598605.875000 Penalty: 3139.400879
	Iteration 4F: 3 clusters Score -1598606 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1599123.875000 Penalty: 3139.400879
	Iteration 5F: 3 clusters Score -1599124 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1599720.375000 Penalty: 3139.400879
	Iteration 6F: 3 clusters Score -1599720 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1600333.375000 Penalty: 3139.400879
	Iteration 7F: 3 clusters Score -1600333 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1600935.250000 Penalty: 3139.400879
	Iteration 8F: 3 clusters Score -1600935 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1601466.500000 Penalty: 3139.400879
	Iteration 9Q: 3 clusters Score -1601466 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1601926.375000 Penalty: 3139.400879
	Iteration 10Q: 3 clusters Score -1601926 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1602214.250000 Penalty: 3139.400879
	Iteration 11Q: 3 clusters Score -1602214 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1602398.625000 Penalty: 3139.400879
	Iteration 12Q: 3 clusters Score -1602399 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1602543.500000 Penalty: 3139.400879
	Iteration 13Q: 3 clusters Score -1602544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1602615.625000 Penalty: 3139.400879
	Iteration 14Q: 3 clusters Score -1602616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1602668.625000 Penalty: 3139.400879
	Iteration 15Q: 3 clusters Score -1602669 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1602699.750000 Penalty: 3139.400879
	Iteration 16Q: 3 clusters Score -1602700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1602721.875000 Penalty: 3139.400879
	Iteration 17Q: 3 clusters Score -1602722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1602735.250000 Penalty: 3139.400879
	Iteration 18Q: 3 clusters Score -1602735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1602747.000000 Penalty: 3139.400879
	Iteration 19Q: 3 clusters Score -1602747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1602755.625000 Penalty: 3139.400879
	Iteration 20F: 3 clusters Score -1602756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1602766.875000 Penalty: 3139.400879
	Iteration 21Q: 3 clusters Score -1602767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1602771.500000 Penalty: 3139.400879
	Iteration 22Q: 3 clusters Score -1602772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1602780.250000 Penalty: 3139.400879
	Iteration 23Q: 3 clusters Score -1602780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1602783.250000 Penalty: 3139.400879
	Iteration 24Q: 3 clusters Score -1602783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1602784.750000 Penalty: 3139.400879
	Iteration 25Q: 3 clusters Score -1602785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1602786.250000 Penalty: 3139.400879
	Iteration 26Q: 3 clusters Score -1602786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1602786.250000 Penalty: 3139.400879
	Iteration 27Q: 3 clusters Score -1602786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1602788.500000 Penalty: 3139.400879
	Iteration 28Q: 3 clusters Score -1602788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1602789.750000 Penalty: 3139.400879
	Iteration 29Q: 3 clusters Score -1602790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1602792.875000 Penalty: 3139.400879
	Iteration 30Q: 3 clusters Score -1602793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1602792.625000 Penalty: 3139.400879
	Iteration 31Q: 3 clusters Score -1602793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1602796.750000 Penalty: 3139.400879
	Iteration 32Q: 3 clusters Score -1602797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1602795.500000 Penalty: 3139.400879
	Iteration 33Q: 3 clusters Score -1602796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1602795.500000 Penalty: 3139.400879
	Iteration 34F: 3 clusters Score -1602796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Entering Unmasked Estep 
Score: -1136489.500000 Penalty: 1502.443115
	Iteration 0F: 2 clusters Score -1136490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1129101.625000 Penalty: 3004.886230
	Iteration 0F: 3 clusters Score -1129102 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1131467.750000 Penalty: 3004.886230
	Iteration 1F: 3 clusters Score -1131468 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1131678.500000 Penalty: 3004.886230
	Iteration 2F: 3 clusters Score -1131678 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1131845.000000 Penalty: 3004.886230
	Iteration 3Q: 3 clusters Score -1131845 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1132001.875000 Penalty: 3004.886230
	Iteration 4Q: 3 clusters Score -1132002 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1132173.500000 Penalty: 3004.886230
	Iteration 5Q: 3 clusters Score -1132174 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1132399.625000 Penalty: 3004.886230
	Iteration 6Q: 3 clusters Score -1132400 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1132717.750000 Penalty: 3004.886230
	Iteration 7Q: 3 clusters Score -1132718 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1133082.625000 Penalty: 3004.886230
	Iteration 8Q: 3 clusters Score -1133083 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1133449.625000 Penalty: 3004.886230
	Iteration 9Q: 3 clusters Score -1133450 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1133792.750000 Penalty: 3004.886230
	Iteration 10Q: 3 clusters Score -1133793 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1134069.375000 Penalty: 3004.886230
	Iteration 11Q: 3 clusters Score -1134069 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1134259.750000 Penalty: 3004.886230
	Iteration 12Q: 3 clusters Score -1134260 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1134381.875000 Penalty: 3004.886230
	Iteration 13Q: 3 clusters Score -1134382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1134452.125000 Penalty: 3004.886230
	Iteration 14Q: 3 clusters Score -1134452 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1134526.625000 Penalty: 3004.886230
	Iteration 15Q: 3 clusters Score -1134527 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1134589.500000 Penalty: 3004.886230
	Iteration 16Q: 3 clusters Score -1134590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1134659.000000 Penalty: 3004.886230
	Iteration 17Q: 3 clusters Score -1134659 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1134718.000000 Penalty: 3004.886230
	Iteration 18Q: 3 clusters Score -1134718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1134760.000000 Penalty: 3004.886230
	Iteration 19Q: 3 clusters Score -1134760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1134797.750000 Penalty: 3004.886230
	Iteration 20F: 3 clusters Score -1134798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1134823.500000 Penalty: 3004.886230
	Iteration 21Q: 3 clusters Score -1134824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1134853.875000 Penalty: 3004.886230
	Iteration 22Q: 3 clusters Score -1134854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1134877.875000 Penalty: 3004.886230
	Iteration 23Q: 3 clusters Score -1134878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1134896.875000 Penalty: 3004.886230
	Iteration 24Q: 3 clusters Score -1134897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1134912.750000 Penalty: 3004.886230
	Iteration 25Q: 3 clusters Score -1134913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1134921.250000 Penalty: 3004.886230
	Iteration 26Q: 3 clusters Score -1134921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1134932.625000 Penalty: 3004.886230
	Iteration 27Q: 3 clusters Score -1134933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1134936.750000 Penalty: 3004.886230
	Iteration 28Q: 3 clusters Score -1134937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1134947.750000 Penalty: 3004.886230
	Iteration 29Q: 3 clusters Score -1134948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1134951.500000 Penalty: 3004.886230
	Iteration 30Q: 3 clusters Score -1134952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1134958.250000 Penalty: 3004.886230
	Iteration 31Q: 3 clusters Score -1134958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1134959.625000 Penalty: 3004.886230
	Iteration 32Q: 3 clusters Score -1134960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1134961.875000 Penalty: 3004.886230
	Iteration 33Q: 3 clusters Score -1134962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1134967.250000 Penalty: 3004.886230
	Iteration 34Q: 3 clusters Score -1134967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1134965.875000 Penalty: 3004.886230
	Iteration 35Q: 3 clusters Score -1134966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1134968.750000 Penalty: 3004.886230
	Iteration 36Q: 3 clusters Score -1134969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1134968.875000 Penalty: 3004.886230
	Iteration 37Q: 3 clusters Score -1134969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1134967.750000 Penalty: 3004.886230
	Iteration 38Q: 3 clusters Score -1134968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1134968.500000 Penalty: 3004.886230
	Iteration 39Q: 3 clusters Score -1134968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1134971.625000 Penalty: 3004.886230
	Iteration 40F: 3 clusters Score -1134972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1134972.375000 Penalty: 3004.886230
	Iteration 41Q: 3 clusters Score -1134972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1134975.250000 Penalty: 3004.886230
	Iteration 42Q: 3 clusters Score -1134975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1134972.875000 Penalty: 3004.886230
	Iteration 43Q: 3 clusters Score -1134973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1134973.125000 Penalty: 3004.886230
	Iteration 44Q: 3 clusters Score -1134973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1134973.125000 Penalty: 3004.886230
	Iteration 45F: 3 clusters Score -1134973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Entering Unmasked Estep 
Score: -1570148.250000 Penalty: 1557.272217
	Iteration 0F: 2 clusters Score -1570148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1560029.750000 Penalty: 3114.544434
	Iteration 0F: 3 clusters Score -1560030 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1563599.250000 Penalty: 3114.544434
	Iteration 1F: 3 clusters Score -1563599 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1564127.750000 Penalty: 3114.544434
	Iteration 2F: 3 clusters Score -1564128 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1564650.250000 Penalty: 3114.544434
	Iteration 3F: 3 clusters Score -1564650 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1565199.625000 Penalty: 3114.544434
	Iteration 4F: 3 clusters Score -1565200 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1565862.875000 Penalty: 3114.544434
	Iteration 5F: 3 clusters Score -1565863 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1566528.125000 Penalty: 3114.544434
	Iteration 6F: 3 clusters Score -1566528 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1567113.125000 Penalty: 3114.544434
	Iteration 7F: 3 clusters Score -1567113 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1567573.500000 Penalty: 3114.544434
	Iteration 8Q: 3 clusters Score -1567574 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1567906.000000 Penalty: 3114.544434
	Iteration 9Q: 3 clusters Score -1567906 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1568146.125000 Penalty: 3114.544434
	Iteration 10Q: 3 clusters Score -1568146 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1568322.375000 Penalty: 3114.544434
	Iteration 11Q: 3 clusters Score -1568322 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1568468.375000 Penalty: 3114.544434
	Iteration 12Q: 3 clusters Score -1568468 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1568573.125000 Penalty: 3114.544434
	Iteration 13Q: 3 clusters Score -1568573 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1568668.000000 Penalty: 3114.544434
	Iteration 14Q: 3 clusters Score -1568668 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1568792.250000 Penalty: 3114.544434
	Iteration 15Q: 3 clusters Score -1568792 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1568908.750000 Penalty: 3114.544434
	Iteration 16Q: 3 clusters Score -1568909 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1569016.625000 Penalty: 3114.544434
	Iteration 17Q: 3 clusters Score -1569017 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1569103.750000 Penalty: 3114.544434
	Iteration 18Q: 3 clusters Score -1569104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1569179.500000 Penalty: 3114.544434
	Iteration 19Q: 3 clusters Score -1569180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1569249.625000 Penalty: 3114.544434
	Iteration 20F: 3 clusters Score -1569250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1569359.500000 Penalty: 3114.544434
	Iteration 21Q: 3 clusters Score -1569360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1569490.250000 Penalty: 3114.544434
	Iteration 22Q: 3 clusters Score -1569490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1569610.625000 Penalty: 3114.544434
	Iteration 23Q: 3 clusters Score -1569611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1569671.125000 Penalty: 3114.544434
	Iteration 24Q: 3 clusters Score -1569671 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1569725.875000 Penalty: 3114.544434
	Iteration 25Q: 3 clusters Score -1569726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1569753.125000 Penalty: 3114.544434
	Iteration 26Q: 3 clusters Score -1569753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1569771.750000 Penalty: 3114.544434
	Iteration 27Q: 3 clusters Score -1569772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1569783.250000 Penalty: 3114.544434
	Iteration 28Q: 3 clusters Score -1569783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1569788.375000 Penalty: 3114.544434
	Iteration 29Q: 3 clusters Score -1569788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1569798.750000 Penalty: 3114.544434
	Iteration 30Q: 3 clusters Score -1569799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1569799.500000 Penalty: 3114.544434
	Iteration 31Q: 3 clusters Score -1569800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1569800.500000 Penalty: 3114.544434
	Iteration 32Q: 3 clusters Score -1569800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1569801.875000 Penalty: 3114.544434
	Iteration 33Q: 3 clusters Score -1569802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1569800.250000 Penalty: 3114.544434
	Iteration 34Q: 3 clusters Score -1569800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1569804.875000 Penalty: 3114.544434
	Iteration 35Q: 3 clusters Score -1569805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1569809.500000 Penalty: 3114.544434
	Iteration 36Q: 3 clusters Score -1569810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1569811.250000 Penalty: 3114.544434
	Iteration 37Q: 3 clusters Score -1569811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1569812.000000 Penalty: 3114.544434
	Iteration 38Q: 3 clusters Score -1569812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1569815.125000 Penalty: 3114.544434
	Iteration 39Q: 3 clusters Score -1569815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1569816.375000 Penalty: 3114.544434
	Iteration 40F: 3 clusters Score -1569816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1569817.375000 Penalty: 3114.544434
	Iteration 41Q: 3 clusters Score -1569817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1569822.750000 Penalty: 3114.544434
	Iteration 42Q: 3 clusters Score -1569823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1569824.000000 Penalty: 3114.544434
	Iteration 43Q: 3 clusters Score -1569824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1569827.625000 Penalty: 3114.544434
	Iteration 44Q: 3 clusters Score -1569828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1569833.625000 Penalty: 3114.544434
	Iteration 45Q: 3 clusters Score -1569834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1569834.250000 Penalty: 3114.544434
	Iteration 46Q: 3 clusters Score -1569834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1569840.375000 Penalty: 3114.544434
	Iteration 47Q: 3 clusters Score -1569840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1569846.125000 Penalty: 3114.544434
	Iteration 48Q: 3 clusters Score -1569846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1569849.625000 Penalty: 3114.544434
	Iteration 49Q: 3 clusters Score -1569850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1569852.125000 Penalty: 3114.544434
	Iteration 50Q: 3 clusters Score -1569852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1569857.500000 Penalty: 3114.544434
	Iteration 51Q: 3 clusters Score -1569858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1569864.000000 Penalty: 3114.544434
	Iteration 52Q: 3 clusters Score -1569864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1569867.875000 Penalty: 3114.544434
	Iteration 53Q: 3 clusters Score -1569868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1569873.125000 Penalty: 3114.544434
	Iteration 54Q: 3 clusters Score -1569873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1569872.500000 Penalty: 3114.544434
	Iteration 55Q: 3 clusters Score -1569872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1569872.500000 Penalty: 3114.544434
	Iteration 56Q: 3 clusters Score -1569872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1569872.750000 Penalty: 3114.544434
	Iteration 57Q: 3 clusters Score -1569873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1569868.875000 Penalty: 3114.544434
	Iteration 58Q: 3 clusters Score -1569869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1569874.875000 Penalty: 3114.544434
	Iteration 59Q: 3 clusters Score -1569875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1569874.000000 Penalty: 3114.544434
	Iteration 60F: 3 clusters Score -1569874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Entering Unmasked Estep 
Score: -1469570.875000 Penalty: 1545.097778
	Iteration 0F: 2 clusters Score -1469571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1460113.750000 Penalty: 3090.195557
	Iteration 0F: 3 clusters Score -1460114 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1463346.625000 Penalty: 3090.195557
	Iteration 1F: 3 clusters Score -1463347 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1463583.375000 Penalty: 3090.195557
	Iteration 2F: 3 clusters Score -1463583 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1463780.375000 Penalty: 3090.195557
	Iteration 3Q: 3 clusters Score -1463780 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1464025.250000 Penalty: 3090.195557
	Iteration 4Q: 3 clusters Score -1464025 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1464274.500000 Penalty: 3090.195557
	Iteration 5Q: 3 clusters Score -1464274 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1464573.125000 Penalty: 3090.195557
	Iteration 6Q: 3 clusters Score -1464573 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1464922.125000 Penalty: 3090.195557
	Iteration 7Q: 3 clusters Score -1464922 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1465299.375000 Penalty: 3090.195557
	Iteration 8Q: 3 clusters Score -1465299 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1465725.500000 Penalty: 3090.195557
	Iteration 9Q: 3 clusters Score -1465726 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1466217.000000 Penalty: 3090.195557
	Iteration 10Q: 3 clusters Score -1466217 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1466670.875000 Penalty: 3090.195557
	Iteration 11Q: 3 clusters Score -1466671 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1467006.125000 Penalty: 3090.195557
	Iteration 12Q: 3 clusters Score -1467006 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1467231.625000 Penalty: 3090.195557
	Iteration 13Q: 3 clusters Score -1467232 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1467404.125000 Penalty: 3090.195557
	Iteration 14Q: 3 clusters Score -1467404 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1467539.750000 Penalty: 3090.195557
	Iteration 15Q: 3 clusters Score -1467540 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1467651.875000 Penalty: 3090.195557
	Iteration 16Q: 3 clusters Score -1467652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1467739.500000 Penalty: 3090.195557
	Iteration 17Q: 3 clusters Score -1467740 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1467807.750000 Penalty: 3090.195557
	Iteration 18Q: 3 clusters Score -1467808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1467860.125000 Penalty: 3090.195557
	Iteration 19Q: 3 clusters Score -1467860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1467910.250000 Penalty: 3090.195557
	Iteration 20F: 3 clusters Score -1467910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1467948.500000 Penalty: 3090.195557
	Iteration 21Q: 3 clusters Score -1467948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1467987.000000 Penalty: 3090.195557
	Iteration 22Q: 3 clusters Score -1467987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1468018.000000 Penalty: 3090.195557
	Iteration 23Q: 3 clusters Score -1468018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1468048.750000 Penalty: 3090.195557
	Iteration 24Q: 3 clusters Score -1468049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1468065.125000 Penalty: 3090.195557
	Iteration 25Q: 3 clusters Score -1468065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1468084.250000 Penalty: 3090.195557
	Iteration 26Q: 3 clusters Score -1468084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1468102.875000 Penalty: 3090.195557
	Iteration 27Q: 3 clusters Score -1468103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1468124.250000 Penalty: 3090.195557
	Iteration 28Q: 3 clusters Score -1468124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1468135.375000 Penalty: 3090.195557
	Iteration 29Q: 3 clusters Score -1468135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1468142.625000 Penalty: 3090.195557
	Iteration 30Q: 3 clusters Score -1468143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1468148.625000 Penalty: 3090.195557
	Iteration 31Q: 3 clusters Score -1468149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1468148.375000 Penalty: 3090.195557
	Iteration 32Q: 3 clusters Score -1468148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1468151.000000 Penalty: 3090.195557
	Iteration 33Q: 3 clusters Score -1468151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1468157.750000 Penalty: 3090.195557
	Iteration 34Q: 3 clusters Score -1468158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1468162.000000 Penalty: 3090.195557
	Iteration 35Q: 3 clusters Score -1468162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1468160.875000 Penalty: 3090.195557
	Iteration 36Q: 3 clusters Score -1468161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1468163.250000 Penalty: 3090.195557
	Iteration 37Q: 3 clusters Score -1468163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1468165.375000 Penalty: 3090.195557
	Iteration 38Q: 3 clusters Score -1468165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1468169.875000 Penalty: 3090.195557
	Iteration 39Q: 3 clusters Score -1468170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1468169.250000 Penalty: 3090.195557
	Iteration 40F: 3 clusters Score -1468169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -53471.511719 Penalty: 1058.158691
	Iteration 0F: 2 clusters Score -53471.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52437.617188 Penalty: 2116.317383
	Iteration 0F: 3 clusters Score -52437.62 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52986.640625 Penalty: 2116.317383
	Iteration 1F: 3 clusters Score -52986.64 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -53255.792969 Penalty: 2116.317383
	Iteration 2F: 3 clusters Score -53255.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53402.386719 Penalty: 2116.317383
	Iteration 3F: 3 clusters Score -53402.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53468.535156 Penalty: 2116.317383
	Iteration 4Q: 3 clusters Score -53468.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53529.101562 Penalty: 2116.317383
	Iteration 5Q: 3 clusters Score -53529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53561.210938 Penalty: 2116.317383
	Iteration 6Q: 3 clusters Score -53561.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53575.535156 Penalty: 2116.317383
	Iteration 7Q: 3 clusters Score -53575.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53578.199219 Penalty: 2116.317383
	Iteration 8Q: 3 clusters Score -53578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53582.785156 Penalty: 2116.317383
	Iteration 9Q: 3 clusters Score -53582.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -53584.011719 Penalty: 2116.317383
	Iteration 10Q: 3 clusters Score -53584.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53584.523438 Penalty: 2116.317383
	Iteration 11Q: 3 clusters Score -53584.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53584.523438 Penalty: 2116.317383
	Iteration 12F: 3 clusters Score -53584.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 180438 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26090 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176765 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 104533 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 10361 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 4761 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 111054 members 
Mstep: Class 34 contains 34240 members 
Mstep: Class 35 contains 17376 members 
Mstep: Class 36 contains 58801 members 
Mstep: Class 37 contains 491 members 
Entering Unmasked Estep 
Score: -101035080.000000 Penalty: 82904.648438
Splitting cluster 30 changes total score from -101034824.000000 to -101035080.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 31 (4761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Entering Unmasked Estep 
Score: -522641.500000 Penalty: 1376.084595
	Iteration 0F: 2 clusters Score -522641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -518794.406250 Penalty: 2752.169189
	Iteration 0F: 3 clusters Score -518794.4 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -519929.000000 Penalty: 2752.169189
	Iteration 1F: 3 clusters Score -519929 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -520137.031250 Penalty: 2752.169189
	Iteration 2F: 3 clusters Score -520137 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -520271.968750 Penalty: 2752.169189
	Iteration 3F: 3 clusters Score -520272 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -520381.375000 Penalty: 2752.169189
	Iteration 4Q: 3 clusters Score -520381.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -520488.093750 Penalty: 2752.169189
	Iteration 5Q: 3 clusters Score -520488.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -520610.031250 Penalty: 2752.169189
	Iteration 6Q: 3 clusters Score -520610 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -520712.562500 Penalty: 2752.169189
	Iteration 7Q: 3 clusters Score -520712.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -520825.562500 Penalty: 2752.169189
	Iteration 8Q: 3 clusters Score -520825.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -520934.718750 Penalty: 2752.169189
	Iteration 9Q: 3 clusters Score -520934.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -521018.906250 Penalty: 2752.169189
	Iteration 10Q: 3 clusters Score -521018.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -521090.437500 Penalty: 2752.169189
	Iteration 11Q: 3 clusters Score -521090.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -521157.812500 Penalty: 2752.169189
	Iteration 12Q: 3 clusters Score -521157.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -521207.406250 Penalty: 2752.169189
	Iteration 13Q: 3 clusters Score -521207.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -521246.375000 Penalty: 2752.169189
	Iteration 14Q: 3 clusters Score -521246.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -521271.468750 Penalty: 2752.169189
	Iteration 15Q: 3 clusters Score -521271.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -521291.031250 Penalty: 2752.169189
	Iteration 16Q: 3 clusters Score -521291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -521306.062500 Penalty: 2752.169189
	Iteration 17Q: 3 clusters Score -521306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -521317.500000 Penalty: 2752.169189
	Iteration 18Q: 3 clusters Score -521317.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -521329.906250 Penalty: 2752.169189
	Iteration 19Q: 3 clusters Score -521329.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -521334.718750 Penalty: 2752.169189
	Iteration 20F: 3 clusters Score -521334.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -521341.781250 Penalty: 2752.169189
	Iteration 21Q: 3 clusters Score -521341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -521344.843750 Penalty: 2752.169189
	Iteration 22Q: 3 clusters Score -521344.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -521349.156250 Penalty: 2752.169189
	Iteration 23Q: 3 clusters Score -521349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -521348.531250 Penalty: 2752.169189
	Iteration 24Q: 3 clusters Score -521348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -521349.968750 Penalty: 2752.169189
	Iteration 25Q: 3 clusters Score -521350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -521351.312500 Penalty: 2752.169189
	Iteration 26Q: 3 clusters Score -521351.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -521353.562500 Penalty: 2752.169189
	Iteration 27Q: 3 clusters Score -521353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -521356.312500 Penalty: 2752.169189
	Iteration 28Q: 3 clusters Score -521356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -521359.843750 Penalty: 2752.169189
	Iteration 29Q: 3 clusters Score -521359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -521362.437500 Penalty: 2752.169189
	Iteration 30Q: 3 clusters Score -521362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -521364.781250 Penalty: 2752.169189
	Iteration 31Q: 3 clusters Score -521364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -521366.125000 Penalty: 2752.169189
	Iteration 32Q: 3 clusters Score -521366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -521368.687500 Penalty: 2752.169189
	Iteration 33Q: 3 clusters Score -521368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -521370.406250 Penalty: 2752.169189
	Iteration 34Q: 3 clusters Score -521370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -521370.593750 Penalty: 2752.169189
	Iteration 35Q: 3 clusters Score -521370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -521371.281250 Penalty: 2752.169189
	Iteration 36Q: 3 clusters Score -521371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -521371.312500 Penalty: 2752.169189
	Iteration 37Q: 3 clusters Score -521371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -521372.031250 Penalty: 2752.169189
	Iteration 38Q: 3 clusters Score -521372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -521373.375000 Penalty: 2752.169189
	Iteration 39Q: 3 clusters Score -521373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -521373.281250 Penalty: 2752.169189
	Iteration 40F: 3 clusters Score -521373.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -521374.343750 Penalty: 2752.169189
	Iteration 41Q: 3 clusters Score -521374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -521374.531250 Penalty: 2752.169189
	Iteration 42Q: 3 clusters Score -521374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -521374.531250 Penalty: 2752.169189
	Iteration 43F: 3 clusters Score -521374.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -121924.804688 Penalty: 1148.578003
	Iteration 0F: 2 clusters Score -121924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120352.914062 Penalty: 2297.156006
	Iteration 0F: 3 clusters Score -120352.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -120659.632812 Penalty: 2297.156006
	Iteration 1F: 3 clusters Score -120659.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -120742.585938 Penalty: 2297.156006
	Iteration 2F: 3 clusters Score -120742.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -120775.734375 Penalty: 2297.156006
	Iteration 3Q: 3 clusters Score -120775.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -120794.460938 Penalty: 2297.156006
	Iteration 4Q: 3 clusters Score -120794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120806.195312 Penalty: 2297.156006
	Iteration 5Q: 3 clusters Score -120806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120811.375000 Penalty: 2297.156006
	Iteration 6Q: 3 clusters Score -120811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120816.875000 Penalty: 2297.156006
	Iteration 7Q: 3 clusters Score -120816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120819.000000 Penalty: 2297.156006
	Iteration 8Q: 3 clusters Score -120819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120819.937500 Penalty: 2297.156006
	Iteration 9Q: 3 clusters Score -120819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -120820.562500 Penalty: 2297.156006
	Iteration 10Q: 3 clusters Score -120820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120820.835938 Penalty: 2297.156006
	Iteration 11Q: 3 clusters Score -120820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120820.835938 Penalty: 2297.156006
	Iteration 12F: 3 clusters Score -120820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (111054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Entering Unmasked Estep 
Score: -12035913.000000 Penalty: 1887.887939
	Iteration 0F: 2 clusters Score -1.203591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -11962313.000000 Penalty: 3775.775879
	Iteration 0F: 3 clusters Score -1.196231e+07 nChanged 53195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -11993641.000000 Penalty: 3775.775879
	Iteration 1F: 3 clusters Score -1.199364e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -11994838.000000 Penalty: 3775.775879
	Iteration 2Q: 3 clusters Score -1.199484e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -11997034.000000 Penalty: 3775.775879
	Iteration 3Q: 3 clusters Score -1.199703e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -12001354.000000 Penalty: 3775.775879
	Iteration 4F: 3 clusters Score -1.200135e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -12008918.000000 Penalty: 3775.775879
	Iteration 5F: 3 clusters Score -1.200892e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -12018774.000000 Penalty: 3775.775879
	Iteration 6F: 3 clusters Score -1.201877e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -12027768.000000 Penalty: 3775.775879
	Iteration 7F: 3 clusters Score -1.202777e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -12032213.000000 Penalty: 3775.775879
	Iteration 8Q: 3 clusters Score -1.203221e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -12033651.000000 Penalty: 3775.775879
	Iteration 9Q: 3 clusters Score -1.203365e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -12034042.000000 Penalty: 3775.775879
	Iteration 10Q: 3 clusters Score -1.203404e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -12034183.000000 Penalty: 3775.775879
	Iteration 11Q: 3 clusters Score -1.203418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -12034258.000000 Penalty: 3775.775879
	Iteration 12Q: 3 clusters Score -1.203426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -12034306.000000 Penalty: 3775.775879
	Iteration 13Q: 3 clusters Score -1.203431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -12034319.000000 Penalty: 3775.775879
	Iteration 14Q: 3 clusters Score -1.203432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -12034346.000000 Penalty: 3775.775879
	Iteration 15Q: 3 clusters Score -1.203435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -12034354.000000 Penalty: 3775.775879
	Iteration 16Q: 3 clusters Score -1.203435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -12034362.000000 Penalty: 3775.775879
	Iteration 17Q: 3 clusters Score -1.203436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034361.000000 Penalty: 3775.775879
	Iteration 18Q: 3 clusters Score -1.203436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034370.000000 Penalty: 3775.775879
	Iteration 19Q: 3 clusters Score -1.203437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034374.000000 Penalty: 3775.775879
	Iteration 20F: 3 clusters Score -1.203437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034374.000000 Penalty: 3775.775879
	Iteration 21Q: 3 clusters Score -1.203437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 110876 members 
Entering Unmasked Estep 
Score: -12034380.000000 Penalty: 3775.775879
	Iteration 22Q: 3 clusters Score -1.203438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 110876 members 
Entering Unmasked Estep 
Score: -12034384.000000 Penalty: 3775.775879
	Iteration 23Q: 3 clusters Score -1.203438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034395.000000 Penalty: 3775.775879
	Iteration 24Q: 3 clusters Score -1.20344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034396.000000 Penalty: 3775.775879
	Iteration 25Q: 3 clusters Score -1.20344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -12034397.000000 Penalty: 3775.775879
	Iteration 26Q: 3 clusters Score -1.20344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034390.000000 Penalty: 3775.775879
	Iteration 27Q: 3 clusters Score -1.203439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -12034387.000000 Penalty: 3775.775879
	Iteration 28Q: 3 clusters Score -1.203439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -12034400.000000 Penalty: 3775.775879
	Iteration 29Q: 3 clusters Score -1.20344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 110875 members 
Entering Unmasked Estep 
Score: -12034397.000000 Penalty: 3775.775879
	Iteration 30Q: 3 clusters Score -1.20344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034397.000000 Penalty: 3775.775879
	Iteration 31Q: 3 clusters Score -1.20344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -12034397.000000 Penalty: 3775.775879
	Iteration 32F: 3 clusters Score -1.20344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Entering Unmasked Estep 
Score: -3600256.250000 Penalty: 1696.686768
	Iteration 0F: 2 clusters Score -3600256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3577232.250000 Penalty: 3393.373535
	Iteration 0F: 3 clusters Score -3577232 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3586171.750000 Penalty: 3393.373535
	Iteration 1F: 3 clusters Score -3586172 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3587062.000000 Penalty: 3393.373535
	Iteration 2F: 3 clusters Score -3587062 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3588239.250000 Penalty: 3393.373535
	Iteration 3F: 3 clusters Score -3588239 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3589873.000000 Penalty: 3393.373535
	Iteration 4F: 3 clusters Score -3589873 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3591974.250000 Penalty: 3393.373535
	Iteration 5F: 3 clusters Score -3591974 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3594199.250000 Penalty: 3393.373535
	Iteration 6F: 3 clusters Score -3594199 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3596153.500000 Penalty: 3393.373535
	Iteration 7F: 3 clusters Score -3596154 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3597405.000000 Penalty: 3393.373535
	Iteration 8Q: 3 clusters Score -3597405 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3597940.750000 Penalty: 3393.373535
	Iteration 9Q: 3 clusters Score -3597941 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3598208.500000 Penalty: 3393.373535
	Iteration 10Q: 3 clusters Score -3598208 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3598361.000000 Penalty: 3393.373535
	Iteration 11Q: 3 clusters Score -3598361 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3598476.500000 Penalty: 3393.373535
	Iteration 12Q: 3 clusters Score -3598476 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3598586.250000 Penalty: 3393.373535
	Iteration 13Q: 3 clusters Score -3598586 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3598664.750000 Penalty: 3393.373535
	Iteration 14Q: 3 clusters Score -3598665 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3598723.500000 Penalty: 3393.373535
	Iteration 15Q: 3 clusters Score -3598724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3598789.750000 Penalty: 3393.373535
	Iteration 16Q: 3 clusters Score -3598790 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3598837.750000 Penalty: 3393.373535
	Iteration 17Q: 3 clusters Score -3598838 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3598861.750000 Penalty: 3393.373535
	Iteration 18Q: 3 clusters Score -3598862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3598897.750000 Penalty: 3393.373535
	Iteration 19Q: 3 clusters Score -3598898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3598911.500000 Penalty: 3393.373535
	Iteration 20F: 3 clusters Score -3598912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3598922.000000 Penalty: 3393.373535
	Iteration 21Q: 3 clusters Score -3598922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3598940.750000 Penalty: 3393.373535
	Iteration 22Q: 3 clusters Score -3598941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3598967.000000 Penalty: 3393.373535
	Iteration 23Q: 3 clusters Score -3598967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3598986.500000 Penalty: 3393.373535
	Iteration 24Q: 3 clusters Score -3598986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3598987.000000 Penalty: 3393.373535
	Iteration 25Q: 3 clusters Score -3598987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3598996.250000 Penalty: 3393.373535
	Iteration 26Q: 3 clusters Score -3598996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3599006.500000 Penalty: 3393.373535
	Iteration 27Q: 3 clusters Score -3599006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3599010.750000 Penalty: 3393.373535
	Iteration 28Q: 3 clusters Score -3599011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3599013.000000 Penalty: 3393.373535
	Iteration 29Q: 3 clusters Score -3599013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3599013.500000 Penalty: 3393.373535
	Iteration 30Q: 3 clusters Score -3599014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3599024.000000 Penalty: 3393.373535
	Iteration 31Q: 3 clusters Score -3599024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3599030.500000 Penalty: 3393.373535
	Iteration 32Q: 3 clusters Score -3599030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3599037.250000 Penalty: 3393.373535
	Iteration 33Q: 3 clusters Score -3599037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3599047.250000 Penalty: 3393.373535
	Iteration 34Q: 3 clusters Score -3599047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3599046.500000 Penalty: 3393.373535
	Iteration 35Q: 3 clusters Score -3599046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3599045.250000 Penalty: 3393.373535
	Iteration 36Q: 3 clusters Score -3599045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3599040.750000 Penalty: 3393.373535
	Iteration 37Q: 3 clusters Score -3599041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3599046.750000 Penalty: 3393.373535
	Iteration 38Q: 3 clusters Score -3599047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3599051.500000 Penalty: 3393.373535
	Iteration 39Q: 3 clusters Score -3599052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3599058.000000 Penalty: 3393.373535
	Iteration 40F: 3 clusters Score -3599058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3599057.250000 Penalty: 3393.373535
	Iteration 41Q: 3 clusters Score -3599057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3599052.500000 Penalty: 3393.373535
	Iteration 42Q: 3 clusters Score -3599052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3599054.500000 Penalty: 3393.373535
	Iteration 43Q: 3 clusters Score -3599054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3599056.250000 Penalty: 3393.373535
	Iteration 44Q: 3 clusters Score -3599056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3599056.500000 Penalty: 3393.373535
	Iteration 45Q: 3 clusters Score -3599056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3599056.500000 Penalty: 3393.373535
	Iteration 46Q: 3 clusters Score -3599056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -3599059.000000 Penalty: 3393.373535
	Iteration 47Q: 3 clusters Score -3599059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3599056.750000 Penalty: 3393.373535
	Iteration 48Q: 3 clusters Score -3599057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3599054.250000 Penalty: 3393.373535
	Iteration 49Q: 3 clusters Score -3599054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3599057.000000 Penalty: 3393.373535
	Iteration 50Q: 3 clusters Score -3599057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3599056.250000 Penalty: 3393.373535
	Iteration 51Q: 3 clusters Score -3599056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3599055.750000 Penalty: 3393.373535
	Iteration 52Q: 3 clusters Score -3599056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3599057.750000 Penalty: 3393.373535
	Iteration 53Q: 3 clusters Score -3599058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3599057.750000 Penalty: 3393.373535
	Iteration 54F: 3 clusters Score -3599058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Entering Unmasked Estep 
Score: -1894874.625000 Penalty: 1586.462280
	Iteration 0F: 2 clusters Score -1894875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1882942.250000 Penalty: 3172.924561
	Iteration 0F: 3 clusters Score -1882942 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1887093.625000 Penalty: 3172.924561
	Iteration 1F: 3 clusters Score -1887094 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1887419.750000 Penalty: 3172.924561
	Iteration 2F: 3 clusters Score -1887420 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1887792.250000 Penalty: 3172.924561
	Iteration 3Q: 3 clusters Score -1887792 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1888293.750000 Penalty: 3172.924561
	Iteration 4F: 3 clusters Score -1888294 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1889056.875000 Penalty: 3172.924561
	Iteration 5F: 3 clusters Score -1889057 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1890108.625000 Penalty: 3172.924561
	Iteration 6F: 3 clusters Score -1890109 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1891332.250000 Penalty: 3172.924561
	Iteration 7F: 3 clusters Score -1891332 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1892369.250000 Penalty: 3172.924561
	Iteration 8F: 3 clusters Score -1892369 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1892953.375000 Penalty: 3172.924561
	Iteration 9Q: 3 clusters Score -1892953 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1893230.125000 Penalty: 3172.924561
	Iteration 10Q: 3 clusters Score -1893230 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1893344.750000 Penalty: 3172.924561
	Iteration 11Q: 3 clusters Score -1893345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1893395.750000 Penalty: 3172.924561
	Iteration 12Q: 3 clusters Score -1893396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1893421.750000 Penalty: 3172.924561
	Iteration 13Q: 3 clusters Score -1893422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1893434.750000 Penalty: 3172.924561
	Iteration 14Q: 3 clusters Score -1893435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1893458.500000 Penalty: 3172.924561
	Iteration 15Q: 3 clusters Score -1893458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1893466.250000 Penalty: 3172.924561
	Iteration 16Q: 3 clusters Score -1893466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1893468.625000 Penalty: 3172.924561
	Iteration 17Q: 3 clusters Score -1893469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1893470.375000 Penalty: 3172.924561
	Iteration 18Q: 3 clusters Score -1893470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1893474.625000 Penalty: 3172.924561
	Iteration 19Q: 3 clusters Score -1893475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1893482.375000 Penalty: 3172.924561
	Iteration 20F: 3 clusters Score -1893482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1893487.375000 Penalty: 3172.924561
	Iteration 21Q: 3 clusters Score -1893487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1893491.375000 Penalty: 3172.924561
	Iteration 22Q: 3 clusters Score -1893491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1893497.125000 Penalty: 3172.924561
	Iteration 23Q: 3 clusters Score -1893497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1893502.250000 Penalty: 3172.924561
	Iteration 24Q: 3 clusters Score -1893502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1893504.750000 Penalty: 3172.924561
	Iteration 25Q: 3 clusters Score -1893505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1893507.500000 Penalty: 3172.924561
	Iteration 26Q: 3 clusters Score -1893508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1893507.500000 Penalty: 3172.924561
	Iteration 27F: 3 clusters Score -1893508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 180438 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26090 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 176765 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 104533 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 10361 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 4761 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 111054 members 
Mstep: Class 34 contains 34240 members 
Mstep: Class 35 contains 17376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035624.000000 Penalty: 82904.648438
Iteration 119Q: 38 clusters Score -1.010356e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10759 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 10530 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3239 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 11030 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 180439 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 26086 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 176859 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 104535 members 
Mstep: Class 26 contains 15689 members 
Mstep: Class 27 contains 10368 members 
Mstep: Class 28 contains 14586 members 
Mstep: Class 29 contains 13477 members 
Mstep: Class 30 contains 191 members 
Mstep: Class 31 contains 4765 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 111050 members 
Mstep: Class 34 contains 34237 members 
Mstep: Class 35 contains 17382 members 
Mstep: Class 36 contains 58188 members 
Mstep: Class 37 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 2161.815186 but Gain 2240.664062
Score: -101036104.000000 Penalty: 80663.984375
Iteration 120F: 37 clusters Score -1.010361e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88537 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 10528 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 5493 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 19 contains 180435 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 26071 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 176672 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 104532 members 
Mstep: Class 26 contains 15655 members 
Mstep: Class 27 contains 10374 members 
Mstep: Class 28 contains 14638 members 
Mstep: Class 29 contains 13477 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 1187 members 
Mstep: Class 33 contains 111002 members 
Mstep: Class 34 contains 34070 members 
Mstep: Class 35 contains 17383 members 
Mstep: Class 36 contains 58552 members 
Mstep: Class 37 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037272.000000 Penalty: 80663.984375
Iteration 121Q: 37 clusters Score -1.010373e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10707 members 
Mstep: Class 6 contains 88533 members 
Mstep: Class 7 contains 592 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 10264 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 13183 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 11042 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 7560 members 
Mstep: Class 19 contains 180433 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 26057 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 176568 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 104529 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 10382 members 
Mstep: Class 28 contains 14677 members 
Mstep: Class 29 contains 13481 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 1198 members 
Mstep: Class 33 contains 110978 members 
Mstep: Class 34 contains 33946 members 
Mstep: Class 35 contains 17385 members 
Mstep: Class 36 contains 58699 members 
Mstep: Class 37 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037504.000000 Penalty: 80663.984375
Iteration 122Q: 37 clusters Score -1.010375e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 88525 members 
Mstep: Class 7 contains 590 members 
Mstep: Class 8 contains 10528 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 5496 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 180432 members 
Mstep: Class 20 contains 4011 members 
Mstep: Class 21 contains 26046 members 
Mstep: Class 22 contains 249 members 
Mstep: Class 23 contains 176524 members 
Mstep: Class 24 contains 2752 members 
Mstep: Class 25 contains 104529 members 
Mstep: Class 26 contains 15631 members 
Mstep: Class 27 contains 10386 members 
Mstep: Class 28 contains 14707 members 
Mstep: Class 29 contains 13481 members 
Mstep: Class 31 contains 4765 members 
Mstep: Class 32 contains 1204 members 
Mstep: Class 33 contains 110959 members 
Mstep: Class 34 contains 33844 members 
Mstep: Class 35 contains 17392 members 
Mstep: Class 36 contains 58739 members 
Mstep: Class 37 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037408.000000 Penalty: 80663.984375
Iteration 123Q: 37 clusters Score -1.010374e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10698 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 5496 members 
Mstep: Class 14 contains 13193 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 11072 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 180425 members 
Mstep: Class 20 contains 4011 members 
Mstep: Class 21 contains 26035 members 
Mstep: Class 22 contains 244 members 
Mstep: Class 23 contains 176498 members 
Mstep: Class 24 contains 2751 members 
Mstep: Class 25 contains 104527 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 14733 members 
Mstep: Class 29 contains 13485 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 110949 members 
Mstep: Class 34 contains 33759 members 
Mstep: Class 35 contains 17396 members 
Mstep: Class 36 contains 58749 members 
Mstep: Class 37 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037456.000000 Penalty: 80663.984375
Iteration 124Q: 37 clusters Score -1.010375e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5928 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 88531 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 10530 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 3218 members 
Mstep: Class 11 contains 10257 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 5497 members 
Mstep: Class 14 contains 13198 members 
Mstep: Class 15 contains 13161 members 
Mstep: Class 16 contains 11079 members 
Mstep: Class 17 contains 4428 members 
Mstep: Class 18 contains 7846 members 
Mstep: Class 19 contains 180421 members 
Mstep: Class 20 contains 4012 members 
Mstep: Class 21 contains 26021 members 
Mstep: Class 22 contains 240 members 
Mstep: Class 23 contains 176481 members 
Mstep: Class 24 contains 2754 members 
Mstep: Class 25 contains 104525 members 
Mstep: Class 26 contains 15590 members 
Mstep: Class 27 contains 10396 members 
Mstep: Class 28 contains 14746 members 
Mstep: Class 29 contains 13488 members 
Mstep: Class 31 contains 4769 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 110952 members 
Mstep: Class 34 contains 33705 members 
Mstep: Class 35 contains 17401 members 
Mstep: Class 36 contains 58746 members 
Mstep: Class 37 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037552.000000 Penalty: 80663.984375
Iteration 125Q: 37 clusters Score -1.010376e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5927 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10694 members 
Mstep: Class 6 contains 88534 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 10532 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 3217 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 13 contains 5499 members 
Mstep: Class 14 contains 13201 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 180419 members 
Mstep: Class 20 contains 4011 members 
Mstep: Class 21 contains 26015 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176465 members 
Mstep: Class 24 contains 2753 members 
Mstep: Class 25 contains 104526 members 
Mstep: Class 26 contains 15577 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 14754 members 
Mstep: Class 29 contains 13493 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 110939 members 
Mstep: Class 34 contains 33666 members 
Mstep: Class 35 contains 17404 members 
Mstep: Class 36 contains 58729 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037736.000000 Penalty: 80663.984375
Iteration 126Q: 37 clusters Score -1.010377e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10687 members 
Mstep: Class 6 contains 88532 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10533 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 3215 members 
Mstep: Class 11 contains 10254 members 
Mstep: Class 12 contains 2636 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 13205 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 11094 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 180416 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 26008 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176435 members 
Mstep: Class 24 contains 2754 members 
Mstep: Class 25 contains 104524 members 
Mstep: Class 26 contains 15569 members 
Mstep: Class 27 contains 10413 members 
Mstep: Class 28 contains 14756 members 
Mstep: Class 29 contains 13498 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 110935 members 
Mstep: Class 34 contains 33646 members 
Mstep: Class 35 contains 17409 members 
Mstep: Class 36 contains 58735 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037768.000000 Penalty: 80663.984375
Iteration 127Q: 37 clusters Score -1.010378e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5923 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 88529 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10532 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 10254 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13210 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 180416 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 26006 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176418 members 
Mstep: Class 24 contains 2754 members 
Mstep: Class 25 contains 104521 members 
Mstep: Class 26 contains 15564 members 
Mstep: Class 27 contains 10424 members 
Mstep: Class 28 contains 14758 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 110921 members 
Mstep: Class 34 contains 33637 members 
Mstep: Class 35 contains 17414 members 
Mstep: Class 36 contains 58720 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037616.000000 Penalty: 80663.984375
Iteration 128Q: 37 clusters Score -1.010376e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5922 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10534 members 
Mstep: Class 9 contains 1571 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13210 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 7998 members 
Mstep: Class 19 contains 180415 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 26003 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176408 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10437 members 
Mstep: Class 28 contains 14765 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 110911 members 
Mstep: Class 34 contains 33629 members 
Mstep: Class 35 contains 17418 members 
Mstep: Class 36 contains 58713 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037552.000000 Penalty: 80663.984375
Iteration 129Q: 37 clusters Score -1.010376e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10535 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 2631 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13210 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 11109 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 180411 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 26000 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176401 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10446 members 
Mstep: Class 28 contains 14769 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 110907 members 
Mstep: Class 34 contains 33624 members 
Mstep: Class 35 contains 17421 members 
Mstep: Class 36 contains 58713 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037576.000000 Penalty: 80663.984375
Iteration 130Q: 37 clusters Score -1.010376e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10688 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10536 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 11111 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 8016 members 
Mstep: Class 19 contains 180411 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25993 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176400 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15562 members 
Mstep: Class 27 contains 10454 members 
Mstep: Class 28 contains 14772 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4783 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 110895 members 
Mstep: Class 34 contains 33617 members 
Mstep: Class 35 contains 17423 members 
Mstep: Class 36 contains 58715 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037608.000000 Penalty: 80663.984375
Iteration 131Q: 37 clusters Score -1.010376e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10684 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10539 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 180410 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25988 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176390 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15563 members 
Mstep: Class 27 contains 10462 members 
Mstep: Class 28 contains 14778 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110888 members 
Mstep: Class 34 contains 33613 members 
Mstep: Class 35 contains 17428 members 
Mstep: Class 36 contains 58717 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037704.000000 Penalty: 80663.984375
Iteration 132Q: 37 clusters Score -1.010377e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10681 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 180411 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25986 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176385 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15564 members 
Mstep: Class 27 contains 10471 members 
Mstep: Class 28 contains 14785 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4789 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110878 members 
Mstep: Class 34 contains 33604 members 
Mstep: Class 35 contains 17430 members 
Mstep: Class 36 contains 58721 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037720.000000 Penalty: 80663.984375
Iteration 133Q: 37 clusters Score -1.010377e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 180412 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25985 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176381 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15562 members 
Mstep: Class 27 contains 10476 members 
Mstep: Class 28 contains 14790 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110872 members 
Mstep: Class 34 contains 33599 members 
Mstep: Class 35 contains 17431 members 
Mstep: Class 36 contains 58718 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037784.000000 Penalty: 80663.984375
Iteration 134Q: 37 clusters Score -1.010378e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10681 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 13213 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8038 members 
Mstep: Class 19 contains 180411 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25985 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176374 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10482 members 
Mstep: Class 28 contains 14793 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110865 members 
Mstep: Class 34 contains 33596 members 
Mstep: Class 35 contains 17433 members 
Mstep: Class 36 contains 58717 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037808.000000 Penalty: 80663.984375
Iteration 135Q: 37 clusters Score -1.010378e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10681 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 13214 members 
Mstep: Class 15 contains 13167 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8049 members 
Mstep: Class 19 contains 180413 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25985 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176368 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10486 members 
Mstep: Class 28 contains 14795 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110860 members 
Mstep: Class 34 contains 33591 members 
Mstep: Class 35 contains 17434 members 
Mstep: Class 36 contains 58711 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037744.000000 Penalty: 80663.984375
Iteration 136Q: 37 clusters Score -1.010377e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5499 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11109 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 180413 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25985 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176366 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10490 members 
Mstep: Class 28 contains 14795 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110853 members 
Mstep: Class 34 contains 33589 members 
Mstep: Class 35 contains 17435 members 
Mstep: Class 36 contains 58706 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037768.000000 Penalty: 80663.984375
Iteration 137Q: 37 clusters Score -1.010378e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10682 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5498 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 180415 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25985 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176359 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104523 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10498 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110846 members 
Mstep: Class 34 contains 33588 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58701 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037840.000000 Penalty: 80663.984375
Iteration 138Q: 37 clusters Score -1.010378e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10683 members 
Mstep: Class 6 contains 88528 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5499 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11111 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8067 members 
Mstep: Class 19 contains 180415 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25985 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176354 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104522 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10504 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110842 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17438 members 
Mstep: Class 36 contains 58696 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037752.000000 Penalty: 80663.984375
Iteration 139Q: 37 clusters Score -1.010378e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10684 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5503 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 180416 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25985 members 
Mstep: Class 22 contains 239 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104518 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10516 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110834 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58693 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037832.000000 Penalty: 80663.984375
Iteration 140F: 37 clusters Score -1.010378e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10684 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 583 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 180417 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25984 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10521 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110829 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58691 members 
Mstep: Class 37 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037928.000000 Penalty: 80663.984375
Iteration 141Q: 37 clusters Score -1.010379e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 180423 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25983 members 
Mstep: Class 22 contains 240 members 
Mstep: Class 23 contains 176352 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10528 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110815 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58686 members 
Mstep: Class 37 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038000.000000 Penalty: 80663.984375
Iteration 142Q: 37 clusters Score -1.01038e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13166 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 180425 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25983 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176350 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10540 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110801 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58682 members 
Mstep: Class 37 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038040.000000 Penalty: 80663.984375
Iteration 143Q: 37 clusters Score -1.01038e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 180423 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25983 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10552 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110793 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58681 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038096.000000 Penalty: 80663.984375
Iteration 144Q: 37 clusters Score -1.010381e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11109 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8082 members 
Mstep: Class 19 contains 180420 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25983 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176350 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10567 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110779 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58680 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038096.000000 Penalty: 80663.984375
Iteration 145Q: 37 clusters Score -1.010381e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 11109 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180415 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25983 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176347 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10586 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110768 members 
Mstep: Class 34 contains 33587 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58678 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038144.000000 Penalty: 80663.984375
Iteration 146Q: 37 clusters Score -1.010381e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13218 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180408 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25983 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10601 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110761 members 
Mstep: Class 34 contains 33586 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58677 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038104.000000 Penalty: 80663.984375
Iteration 147Q: 37 clusters Score -1.010381e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10542 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2631 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 13166 members 
Mstep: Class 16 contains 11111 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180405 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25982 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10618 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110744 members 
Mstep: Class 34 contains 33585 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58677 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037984.000000 Penalty: 80663.984375
Iteration 148Q: 37 clusters Score -1.01038e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10542 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2631 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 13167 members 
Mstep: Class 16 contains 11114 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180403 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25981 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176344 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10633 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110728 members 
Mstep: Class 34 contains 33583 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58678 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038008.000000 Penalty: 80663.984375
Iteration 149Q: 37 clusters Score -1.01038e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13220 members 
Mstep: Class 15 contains 13168 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25980 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176343 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10647 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110716 members 
Mstep: Class 34 contains 33582 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58679 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037976.000000 Penalty: 80663.984375
Iteration 150Q: 37 clusters Score -1.01038e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13221 members 
Mstep: Class 15 contains 13170 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180398 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25977 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176343 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10656 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110711 members 
Mstep: Class 34 contains 33582 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58679 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038064.000000 Penalty: 80663.984375
Iteration 151Q: 37 clusters Score -1.010381e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 13171 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180394 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25975 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176340 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10666 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4799 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110704 members 
Mstep: Class 34 contains 33582 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58681 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037992.000000 Penalty: 80663.984375
Iteration 152Q: 37 clusters Score -1.01038e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13223 members 
Mstep: Class 15 contains 13171 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180399 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176336 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10677 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4800 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110691 members 
Mstep: Class 34 contains 33580 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58682 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038016.000000 Penalty: 80663.984375
Iteration 153Q: 37 clusters Score -1.01038e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10542 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 13172 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180399 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176336 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10684 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110681 members 
Mstep: Class 34 contains 33579 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58683 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038000.000000 Penalty: 80663.984375
Iteration 154Q: 37 clusters Score -1.01038e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10544 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13226 members 
Mstep: Class 15 contains 13175 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180400 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176332 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10689 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110673 members 
Mstep: Class 34 contains 33578 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037952.000000 Penalty: 80663.984375
Iteration 155Q: 37 clusters Score -1.01038e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10687 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10545 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13226 members 
Mstep: Class 15 contains 13176 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180403 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176330 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15555 members 
Mstep: Class 27 contains 10694 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110665 members 
Mstep: Class 34 contains 33578 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58686 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038016.000000 Penalty: 80663.984375
Iteration 156Q: 37 clusters Score -1.01038e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10547 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2627 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13226 members 
Mstep: Class 15 contains 13177 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180403 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176331 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15555 members 
Mstep: Class 27 contains 10697 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110658 members 
Mstep: Class 34 contains 33578 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038032.000000 Penalty: 80663.984375
Iteration 157Q: 37 clusters Score -1.01038e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10694 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10548 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2627 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180402 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176333 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10699 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110651 members 
Mstep: Class 34 contains 33576 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58684 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038032.000000 Penalty: 80663.984375
Iteration 158Q: 37 clusters Score -1.01038e+08 nChanged 26
Entering ConstructFrom: 
Score: -101038032.000000 Penalty: 80663.984375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -606977.687500 Penalty: 1410.829834
	Iteration 0F: 2 clusters Score -606977.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -602447.125000 Penalty: 2821.659668
	Iteration 0F: 3 clusters Score -602447.1 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -603721.625000 Penalty: 2821.659668
	Iteration 1F: 3 clusters Score -603721.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -603892.812500 Penalty: 2821.659668
	Iteration 2F: 3 clusters Score -603892.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -604018.875000 Penalty: 2821.659668
	Iteration 3Q: 3 clusters Score -604018.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -604114.687500 Penalty: 2821.659668
	Iteration 4Q: 3 clusters Score -604114.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -604193.937500 Penalty: 2821.659668
	Iteration 5Q: 3 clusters Score -604193.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -604257.312500 Penalty: 2821.659668
	Iteration 6Q: 3 clusters Score -604257.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -604314.937500 Penalty: 2821.659668
	Iteration 7Q: 3 clusters Score -604314.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -604355.250000 Penalty: 2821.659668
	Iteration 8Q: 3 clusters Score -604355.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -604390.437500 Penalty: 2821.659668
	Iteration 9Q: 3 clusters Score -604390.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -604423.625000 Penalty: 2821.659668
	Iteration 10Q: 3 clusters Score -604423.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -604453.937500 Penalty: 2821.659668
	Iteration 11Q: 3 clusters Score -604453.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -604489.875000 Penalty: 2821.659668
	Iteration 12Q: 3 clusters Score -604489.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -604524.750000 Penalty: 2821.659668
	Iteration 13Q: 3 clusters Score -604524.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -604547.562500 Penalty: 2821.659668
	Iteration 14Q: 3 clusters Score -604547.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -604569.375000 Penalty: 2821.659668
	Iteration 15Q: 3 clusters Score -604569.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -604590.687500 Penalty: 2821.659668
	Iteration 16Q: 3 clusters Score -604590.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -604606.625000 Penalty: 2821.659668
	Iteration 17Q: 3 clusters Score -604606.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -604620.000000 Penalty: 2821.659668
	Iteration 18Q: 3 clusters Score -604620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -604626.500000 Penalty: 2821.659668
	Iteration 19Q: 3 clusters Score -604626.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -604631.625000 Penalty: 2821.659668
	Iteration 20F: 3 clusters Score -604631.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -604644.500000 Penalty: 2821.659668
	Iteration 21Q: 3 clusters Score -604644.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -604655.312500 Penalty: 2821.659668
	Iteration 22Q: 3 clusters Score -604655.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -604664.562500 Penalty: 2821.659668
	Iteration 23Q: 3 clusters Score -604664.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -604672.562500 Penalty: 2821.659668
	Iteration 24Q: 3 clusters Score -604672.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -604682.437500 Penalty: 2821.659668
	Iteration 25Q: 3 clusters Score -604682.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -604697.250000 Penalty: 2821.659668
	Iteration 26Q: 3 clusters Score -604697.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -604705.500000 Penalty: 2821.659668
	Iteration 27Q: 3 clusters Score -604705.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -604715.625000 Penalty: 2821.659668
	Iteration 28Q: 3 clusters Score -604715.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -604733.312500 Penalty: 2821.659668
	Iteration 29Q: 3 clusters Score -604733.3 nChanged 62
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: -604751.687500 Penalty: 2821.659668
	Iteration 30Q: 3 clusters Score -604751.7 nChanged 61
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: -604774.125000 Penalty: 2821.659668
	Iteration 31Q: 3 clusters Score -604774.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -604796.125000 Penalty: 2821.659668
	Iteration 32Q: 3 clusters Score -604796.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -604817.062500 Penalty: 2821.659668
	Iteration 33Q: 3 clusters Score -604817.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -604841.937500 Penalty: 2821.659668
	Iteration 34Q: 3 clusters Score -604841.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -604863.437500 Penalty: 2821.659668
	Iteration 35Q: 3 clusters Score -604863.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -604887.937500 Penalty: 2821.659668
	Iteration 36Q: 3 clusters Score -604887.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -604910.625000 Penalty: 2821.659668
	Iteration 37Q: 3 clusters Score -604910.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -604939.937500 Penalty: 2821.659668
	Iteration 38Q: 3 clusters Score -604939.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -604965.812500 Penalty: 2821.659668
	Iteration 39Q: 3 clusters Score -604965.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -604989.750000 Penalty: 2821.659668
	Iteration 40F: 3 clusters Score -604989.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -605015.750000 Penalty: 2821.659668
	Iteration 41Q: 3 clusters Score -605015.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -605040.375000 Penalty: 2821.659668
	Iteration 42Q: 3 clusters Score -605040.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -605064.875000 Penalty: 2821.659668
	Iteration 43Q: 3 clusters Score -605064.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -605088.062500 Penalty: 2821.659668
	Iteration 44Q: 3 clusters Score -605088.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -605107.812500 Penalty: 2821.659668
	Iteration 45Q: 3 clusters Score -605107.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -605123.750000 Penalty: 2821.659668
	Iteration 46Q: 3 clusters Score -605123.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -605143.937500 Penalty: 2821.659668
	Iteration 47Q: 3 clusters Score -605143.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -605170.250000 Penalty: 2821.659668
	Iteration 48Q: 3 clusters Score -605170.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -605193.062500 Penalty: 2821.659668
	Iteration 49Q: 3 clusters Score -605193.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -605214.812500 Penalty: 2821.659668
	Iteration 50Q: 3 clusters Score -605214.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -605237.750000 Penalty: 2821.659668
	Iteration 51Q: 3 clusters Score -605237.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -605262.375000 Penalty: 2821.659668
	Iteration 52Q: 3 clusters Score -605262.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -605297.562500 Penalty: 2821.659668
	Iteration 53Q: 3 clusters Score -605297.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -605334.500000 Penalty: 2821.659668
	Iteration 54Q: 3 clusters Score -605334.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -605368.687500 Penalty: 2821.659668
	Iteration 55Q: 3 clusters Score -605368.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -605399.312500 Penalty: 2821.659668
	Iteration 56Q: 3 clusters Score -605399.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -605427.437500 Penalty: 2821.659668
	Iteration 57Q: 3 clusters Score -605427.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -605451.437500 Penalty: 2821.659668
	Iteration 58Q: 3 clusters Score -605451.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -605474.562500 Penalty: 2821.659668
	Iteration 59Q: 3 clusters Score -605474.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -605498.500000 Penalty: 2821.659668
	Iteration 60F: 3 clusters Score -605498.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -605518.437500 Penalty: 2821.659668
	Iteration 61Q: 3 clusters Score -605518.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -605536.062500 Penalty: 2821.659668
	Iteration 62Q: 3 clusters Score -605536.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -605554.687500 Penalty: 2821.659668
	Iteration 63Q: 3 clusters Score -605554.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -605571.562500 Penalty: 2821.659668
	Iteration 64Q: 3 clusters Score -605571.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -605588.875000 Penalty: 2821.659668
	Iteration 65Q: 3 clusters Score -605588.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -605606.187500 Penalty: 2821.659668
	Iteration 66Q: 3 clusters Score -605606.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -605628.000000 Penalty: 2821.659668
	Iteration 67Q: 3 clusters Score -605628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -605642.500000 Penalty: 2821.659668
	Iteration 68Q: 3 clusters Score -605642.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -605660.000000 Penalty: 2821.659668
	Iteration 69Q: 3 clusters Score -605660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -605678.187500 Penalty: 2821.659668
	Iteration 70Q: 3 clusters Score -605678.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -605692.312500 Penalty: 2821.659668
	Iteration 71Q: 3 clusters Score -605692.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -605705.562500 Penalty: 2821.659668
	Iteration 72Q: 3 clusters Score -605705.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -605715.187500 Penalty: 2821.659668
	Iteration 73Q: 3 clusters Score -605715.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -605721.312500 Penalty: 2821.659668
	Iteration 74Q: 3 clusters Score -605721.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -605726.250000 Penalty: 2821.659668
	Iteration 75Q: 3 clusters Score -605726.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -605729.812500 Penalty: 2821.659668
	Iteration 76Q: 3 clusters Score -605729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -605733.687500 Penalty: 2821.659668
	Iteration 77Q: 3 clusters Score -605733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -605735.312500 Penalty: 2821.659668
	Iteration 78Q: 3 clusters Score -605735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -605735.875000 Penalty: 2821.659668
	Iteration 79Q: 3 clusters Score -605735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -605736.250000 Penalty: 2821.659668
	Iteration 80F: 3 clusters Score -605736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -605737.375000 Penalty: 2821.659668
	Iteration 81Q: 3 clusters Score -605737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -605739.562500 Penalty: 2821.659668
	Iteration 82Q: 3 clusters Score -605739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -605741.437500 Penalty: 2821.659668
	Iteration 83Q: 3 clusters Score -605741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -605745.625000 Penalty: 2821.659668
	Iteration 84Q: 3 clusters Score -605745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -605748.062500 Penalty: 2821.659668
	Iteration 85Q: 3 clusters Score -605748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -605751.437500 Penalty: 2821.659668
	Iteration 86Q: 3 clusters Score -605751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -605752.312500 Penalty: 2821.659668
	Iteration 87Q: 3 clusters Score -605752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -605752.312500 Penalty: 2821.659668
	Iteration 88Q: 3 clusters Score -605752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -605752.312500 Penalty: 2821.659668
	Iteration 89F: 3 clusters Score -605752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -610868.375000 Penalty: 1411.517334
	Iteration 0F: 2 clusters Score -610868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -606354.500000 Penalty: 2823.034668
	Iteration 0F: 3 clusters Score -606354.5 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -607647.312500 Penalty: 2823.034668
	Iteration 1F: 3 clusters Score -607647.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -607949.562500 Penalty: 2823.034668
	Iteration 2F: 3 clusters Score -607949.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -608247.312500 Penalty: 2823.034668
	Iteration 3F: 3 clusters Score -608247.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -608562.812500 Penalty: 2823.034668
	Iteration 4F: 3 clusters Score -608562.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -608759.375000 Penalty: 2823.034668
	Iteration 5F: 3 clusters Score -608759.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -608900.187500 Penalty: 2823.034668
	Iteration 6Q: 3 clusters Score -608900.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -608994.625000 Penalty: 2823.034668
	Iteration 7Q: 3 clusters Score -608994.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -609081.562500 Penalty: 2823.034668
	Iteration 8Q: 3 clusters Score -609081.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -609185.187500 Penalty: 2823.034668
	Iteration 9Q: 3 clusters Score -609185.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -609295.875000 Penalty: 2823.034668
	Iteration 10Q: 3 clusters Score -609295.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -609414.875000 Penalty: 2823.034668
	Iteration 11Q: 3 clusters Score -609414.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -609531.750000 Penalty: 2823.034668
	Iteration 12Q: 3 clusters Score -609531.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -609639.875000 Penalty: 2823.034668
	Iteration 13Q: 3 clusters Score -609639.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -609706.312500 Penalty: 2823.034668
	Iteration 14Q: 3 clusters Score -609706.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -609759.312500 Penalty: 2823.034668
	Iteration 15Q: 3 clusters Score -609759.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -609797.125000 Penalty: 2823.034668
	Iteration 16Q: 3 clusters Score -609797.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -609821.187500 Penalty: 2823.034668
	Iteration 17Q: 3 clusters Score -609821.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -609836.562500 Penalty: 2823.034668
	Iteration 18Q: 3 clusters Score -609836.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -609854.000000 Penalty: 2823.034668
	Iteration 19Q: 3 clusters Score -609854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -609867.687500 Penalty: 2823.034668
	Iteration 20F: 3 clusters Score -609867.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -609878.625000 Penalty: 2823.034668
	Iteration 21Q: 3 clusters Score -609878.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -609883.750000 Penalty: 2823.034668
	Iteration 22Q: 3 clusters Score -609883.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -609889.875000 Penalty: 2823.034668
	Iteration 23Q: 3 clusters Score -609889.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -609896.187500 Penalty: 2823.034668
	Iteration 24Q: 3 clusters Score -609896.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -609900.687500 Penalty: 2823.034668
	Iteration 25Q: 3 clusters Score -609900.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -609904.750000 Penalty: 2823.034668
	Iteration 26Q: 3 clusters Score -609904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -609909.687500 Penalty: 2823.034668
	Iteration 27Q: 3 clusters Score -609909.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -609915.937500 Penalty: 2823.034668
	Iteration 28Q: 3 clusters Score -609915.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -609916.875000 Penalty: 2823.034668
	Iteration 29Q: 3 clusters Score -609916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -609919.250000 Penalty: 2823.034668
	Iteration 30Q: 3 clusters Score -609919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -609920.312500 Penalty: 2823.034668
	Iteration 31Q: 3 clusters Score -609920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -609923.250000 Penalty: 2823.034668
	Iteration 32Q: 3 clusters Score -609923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -609924.500000 Penalty: 2823.034668
	Iteration 33Q: 3 clusters Score -609924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -609927.562500 Penalty: 2823.034668
	Iteration 34Q: 3 clusters Score -609927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -609929.375000 Penalty: 2823.034668
	Iteration 35Q: 3 clusters Score -609929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -609928.875000 Penalty: 2823.034668
	Iteration 36Q: 3 clusters Score -609928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -609930.062500 Penalty: 2823.034668
	Iteration 37Q: 3 clusters Score -609930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -609932.062500 Penalty: 2823.034668
	Iteration 38Q: 3 clusters Score -609932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -609933.312500 Penalty: 2823.034668
	Iteration 39Q: 3 clusters Score -609933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -609933.187500 Penalty: 2823.034668
	Iteration 40F: 3 clusters Score -609933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -609934.625000 Penalty: 2823.034668
	Iteration 41Q: 3 clusters Score -609934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -609934.125000 Penalty: 2823.034668
	Iteration 42Q: 3 clusters Score -609934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -609934.125000 Penalty: 2823.034668
	Iteration 43F: 3 clusters Score -609934.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -171127.843750 Penalty: 1221.861816
	Iteration 0F: 2 clusters Score -171127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169169.156250 Penalty: 2443.723633
	Iteration 0F: 3 clusters Score -169169.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -169805.671875 Penalty: 2443.723633
	Iteration 1F: 3 clusters Score -169805.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -170052.859375 Penalty: 2443.723633
	Iteration 2F: 3 clusters Score -170052.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170219.265625 Penalty: 2443.723633
	Iteration 3F: 3 clusters Score -170219.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -170380.156250 Penalty: 2443.723633
	Iteration 4F: 3 clusters Score -170380.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -170515.156250 Penalty: 2443.723633
	Iteration 5Q: 3 clusters Score -170515.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -170631.875000 Penalty: 2443.723633
	Iteration 6Q: 3 clusters Score -170631.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -170718.734375 Penalty: 2443.723633
	Iteration 7Q: 3 clusters Score -170718.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -170775.703125 Penalty: 2443.723633
	Iteration 8Q: 3 clusters Score -170775.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170819.406250 Penalty: 2443.723633
	Iteration 9Q: 3 clusters Score -170819.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -170846.375000 Penalty: 2443.723633
	Iteration 10Q: 3 clusters Score -170846.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170860.906250 Penalty: 2443.723633
	Iteration 11Q: 3 clusters Score -170860.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -170866.890625 Penalty: 2443.723633
	Iteration 12Q: 3 clusters Score -170866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -170872.500000 Penalty: 2443.723633
	Iteration 13Q: 3 clusters Score -170872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -170875.843750 Penalty: 2443.723633
	Iteration 14Q: 3 clusters Score -170875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -170880.843750 Penalty: 2443.723633
	Iteration 15Q: 3 clusters Score -170880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -170881.781250 Penalty: 2443.723633
	Iteration 16Q: 3 clusters Score -170881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -170882.406250 Penalty: 2443.723633
	Iteration 17Q: 3 clusters Score -170882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -170882.890625 Penalty: 2443.723633
	Iteration 18Q: 3 clusters Score -170882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -170883.234375 Penalty: 2443.723633
	Iteration 19Q: 3 clusters Score -170883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -170883.234375 Penalty: 2443.723633
	Iteration 20F: 3 clusters Score -170883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -27727.734375 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -27727.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27007.392578 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -27007.39 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27775.443359 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -27775.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28043.990234 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -28043.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28190.855469 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -28190.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28260.042969 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -28260.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28273.435547 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -28273.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28277.308594 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -28277.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28277.308594 Penalty: 1959.190430
	Iteration 7F: 3 clusters Score -28277.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 136 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176335 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110647 members 
Mstep: Class 34 contains 33573 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037240.000000 Penalty: 82904.648438
Splitting cluster 4 changes total score from -101038032.000000 to -101037240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -1045357.562500 Penalty: 1507.629272
	Iteration 0F: 2 clusters Score -1045358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1037830.750000 Penalty: 3015.258545
	Iteration 0F: 3 clusters Score -1037831 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1040628.500000 Penalty: 3015.258545
	Iteration 1F: 3 clusters Score -1040628 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1041429.187500 Penalty: 3015.258545
	Iteration 2F: 3 clusters Score -1041429 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1042181.625000 Penalty: 3015.258545
	Iteration 3F: 3 clusters Score -1042182 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1042778.562500 Penalty: 3015.258545
	Iteration 4F: 3 clusters Score -1042779 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1043231.062500 Penalty: 3015.258545
	Iteration 5F: 3 clusters Score -1043231 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1043589.875000 Penalty: 3015.258545
	Iteration 6F: 3 clusters Score -1043590 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1043820.250000 Penalty: 3015.258545
	Iteration 7Q: 3 clusters Score -1043820 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1043941.000000 Penalty: 3015.258545
	Iteration 8Q: 3 clusters Score -1043941 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1044011.812500 Penalty: 3015.258545
	Iteration 9Q: 3 clusters Score -1044012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1044052.125000 Penalty: 3015.258545
	Iteration 10Q: 3 clusters Score -1044052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1044079.562500 Penalty: 3015.258545
	Iteration 11Q: 3 clusters Score -1044080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1044103.562500 Penalty: 3015.258545
	Iteration 12Q: 3 clusters Score -1044104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1044124.312500 Penalty: 3015.258545
	Iteration 13Q: 3 clusters Score -1044124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1044131.312500 Penalty: 3015.258545
	Iteration 14Q: 3 clusters Score -1044131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1044142.187500 Penalty: 3015.258545
	Iteration 15Q: 3 clusters Score -1044142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1044145.625000 Penalty: 3015.258545
	Iteration 16Q: 3 clusters Score -1044146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1044152.625000 Penalty: 3015.258545
	Iteration 17Q: 3 clusters Score -1044153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1044156.312500 Penalty: 3015.258545
	Iteration 18Q: 3 clusters Score -1044156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1044159.062500 Penalty: 3015.258545
	Iteration 19Q: 3 clusters Score -1044159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1044166.312500 Penalty: 3015.258545
	Iteration 20F: 3 clusters Score -1044166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1044174.812500 Penalty: 3015.258545
	Iteration 21Q: 3 clusters Score -1044175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1044183.437500 Penalty: 3015.258545
	Iteration 22Q: 3 clusters Score -1044183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1044191.562500 Penalty: 3015.258545
	Iteration 23Q: 3 clusters Score -1044192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1044195.062500 Penalty: 3015.258545
	Iteration 24Q: 3 clusters Score -1044195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1044199.812500 Penalty: 3015.258545
	Iteration 25Q: 3 clusters Score -1044200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1044200.937500 Penalty: 3015.258545
	Iteration 26Q: 3 clusters Score -1044201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1044203.250000 Penalty: 3015.258545
	Iteration 27Q: 3 clusters Score -1044203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1044207.625000 Penalty: 3015.258545
	Iteration 28Q: 3 clusters Score -1044208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1044210.625000 Penalty: 3015.258545
	Iteration 29Q: 3 clusters Score -1044211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1044216.500000 Penalty: 3015.258545
	Iteration 30Q: 3 clusters Score -1044216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1044224.375000 Penalty: 3015.258545
	Iteration 31Q: 3 clusters Score -1044224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1044235.812500 Penalty: 3015.258545
	Iteration 32Q: 3 clusters Score -1044236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1044244.000000 Penalty: 3015.258545
	Iteration 33Q: 3 clusters Score -1044244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1044253.000000 Penalty: 3015.258545
	Iteration 34Q: 3 clusters Score -1044253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1044258.437500 Penalty: 3015.258545
	Iteration 35Q: 3 clusters Score -1044258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1044266.062500 Penalty: 3015.258545
	Iteration 36Q: 3 clusters Score -1044266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1044269.062500 Penalty: 3015.258545
	Iteration 37Q: 3 clusters Score -1044269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1044275.562500 Penalty: 3015.258545
	Iteration 38Q: 3 clusters Score -1044276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1044290.187500 Penalty: 3015.258545
	Iteration 39Q: 3 clusters Score -1044290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1044301.625000 Penalty: 3015.258545
	Iteration 40F: 3 clusters Score -1044302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1044322.625000 Penalty: 3015.258545
	Iteration 41Q: 3 clusters Score -1044323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1044338.500000 Penalty: 3015.258545
	Iteration 42Q: 3 clusters Score -1044338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1044354.562500 Penalty: 3015.258545
	Iteration 43Q: 3 clusters Score -1044355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1044376.312500 Penalty: 3015.258545
	Iteration 44Q: 3 clusters Score -1044376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1044401.250000 Penalty: 3015.258545
	Iteration 45Q: 3 clusters Score -1044401 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1044431.375000 Penalty: 3015.258545
	Iteration 46Q: 3 clusters Score -1044431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1044460.125000 Penalty: 3015.258545
	Iteration 47Q: 3 clusters Score -1044460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1044489.687500 Penalty: 3015.258545
	Iteration 48Q: 3 clusters Score -1044490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1044521.687500 Penalty: 3015.258545
	Iteration 49Q: 3 clusters Score -1044522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1044549.812500 Penalty: 3015.258545
	Iteration 50Q: 3 clusters Score -1044550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1044586.500000 Penalty: 3015.258545
	Iteration 51Q: 3 clusters Score -1044586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1044609.187500 Penalty: 3015.258545
	Iteration 52Q: 3 clusters Score -1044609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1044624.062500 Penalty: 3015.258545
	Iteration 53Q: 3 clusters Score -1044624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1044648.000000 Penalty: 3015.258545
	Iteration 54Q: 3 clusters Score -1044648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1044660.000000 Penalty: 3015.258545
	Iteration 55Q: 3 clusters Score -1044660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1044672.250000 Penalty: 3015.258545
	Iteration 56Q: 3 clusters Score -1044672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1044686.500000 Penalty: 3015.258545
	Iteration 57Q: 3 clusters Score -1044686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1044702.625000 Penalty: 3015.258545
	Iteration 58Q: 3 clusters Score -1044703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1044710.625000 Penalty: 3015.258545
	Iteration 59Q: 3 clusters Score -1044711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1044726.562500 Penalty: 3015.258545
	Iteration 60F: 3 clusters Score -1044727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1044738.687500 Penalty: 3015.258545
	Iteration 61Q: 3 clusters Score -1044739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1044755.375000 Penalty: 3015.258545
	Iteration 62Q: 3 clusters Score -1044755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1044768.125000 Penalty: 3015.258545
	Iteration 63Q: 3 clusters Score -1044768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1044786.937500 Penalty: 3015.258545
	Iteration 64Q: 3 clusters Score -1044787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1044800.125000 Penalty: 3015.258545
	Iteration 65Q: 3 clusters Score -1044800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1044813.375000 Penalty: 3015.258545
	Iteration 66Q: 3 clusters Score -1044813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1044819.312500 Penalty: 3015.258545
	Iteration 67Q: 3 clusters Score -1044819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1044825.875000 Penalty: 3015.258545
	Iteration 68Q: 3 clusters Score -1044826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1044829.187500 Penalty: 3015.258545
	Iteration 69Q: 3 clusters Score -1044829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1044828.250000 Penalty: 3015.258545
	Iteration 70Q: 3 clusters Score -1044828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1044831.375000 Penalty: 3015.258545
	Iteration 71Q: 3 clusters Score -1044831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1044834.312500 Penalty: 3015.258545
	Iteration 72Q: 3 clusters Score -1044834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1044835.000000 Penalty: 3015.258545
	Iteration 73Q: 3 clusters Score -1044835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1044833.812500 Penalty: 3015.258545
	Iteration 74Q: 3 clusters Score -1044834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1044835.562500 Penalty: 3015.258545
	Iteration 75Q: 3 clusters Score -1044836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1044836.687500 Penalty: 3015.258545
	Iteration 76Q: 3 clusters Score -1044837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1044837.625000 Penalty: 3015.258545
	Iteration 77Q: 3 clusters Score -1044838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1044838.187500 Penalty: 3015.258545
	Iteration 78Q: 3 clusters Score -1044838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1044840.125000 Penalty: 3015.258545
	Iteration 79Q: 3 clusters Score -1044840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1044838.125000 Penalty: 3015.258545
	Iteration 80F: 3 clusters Score -1044838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Entering Unmasked Estep 
Score: -9636807.000000 Penalty: 1851.047729
	Iteration 0F: 2 clusters Score -9636807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -9577405.000000 Penalty: 3702.095459
	Iteration 0F: 3 clusters Score -9577405 nChanged 42536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -9601767.000000 Penalty: 3702.095459
	Iteration 1F: 3 clusters Score -9601767 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -9602441.000000 Penalty: 3702.095459
	Iteration 2Q: 3 clusters Score -9602441 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -9603371.000000 Penalty: 3702.095459
	Iteration 3Q: 3 clusters Score -9603371 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -9604872.000000 Penalty: 3702.095459
	Iteration 4Q: 3 clusters Score -9604872 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -9607844.000000 Penalty: 3702.095459
	Iteration 5F: 3 clusters Score -9607844 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -9612785.000000 Penalty: 3702.095459
	Iteration 6F: 3 clusters Score -9612785 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -9619531.000000 Penalty: 3702.095459
	Iteration 7F: 3 clusters Score -9619531 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -9626772.000000 Penalty: 3702.095459
	Iteration 8F: 3 clusters Score -9626772 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9631713.000000 Penalty: 3702.095459
	Iteration 9F: 3 clusters Score -9631713 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9633983.000000 Penalty: 3702.095459
	Iteration 10Q: 3 clusters Score -9633983 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9634712.000000 Penalty: 3702.095459
	Iteration 11Q: 3 clusters Score -9634712 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9634921.000000 Penalty: 3702.095459
	Iteration 12Q: 3 clusters Score -9634921 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9635030.000000 Penalty: 3702.095459
	Iteration 13Q: 3 clusters Score -9635030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9635087.000000 Penalty: 3702.095459
	Iteration 14Q: 3 clusters Score -9635087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9635113.000000 Penalty: 3702.095459
	Iteration 15Q: 3 clusters Score -9635113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9635134.000000 Penalty: 3702.095459
	Iteration 16Q: 3 clusters Score -9635134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9635140.000000 Penalty: 3702.095459
	Iteration 17Q: 3 clusters Score -9635140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9635151.000000 Penalty: 3702.095459
	Iteration 18Q: 3 clusters Score -9635151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9635151.000000 Penalty: 3702.095459
	Iteration 19Q: 3 clusters Score -9635151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9635155.000000 Penalty: 3702.095459
	Iteration 20F: 3 clusters Score -9635155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9635162.000000 Penalty: 3702.095459
	Iteration 21Q: 3 clusters Score -9635162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9635161.000000 Penalty: 3702.095459
	Iteration 22Q: 3 clusters Score -9635161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9635161.000000 Penalty: 3702.095459
	Iteration 23F: 3 clusters Score -9635161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -45074.718750 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -45074.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43983.960938 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -43983.96 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44221.375000 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -44221.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -44299.871094 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -44299.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44347.945312 Penalty: 2066.298828
	Iteration 3Q: 3 clusters Score -44347.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44362.917969 Penalty: 2066.298828
	Iteration 4Q: 3 clusters Score -44362.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44376.476562 Penalty: 2066.298828
	Iteration 5Q: 3 clusters Score -44376.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44385.488281 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -44385.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44397.687500 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -44397.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44411.878906 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -44411.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44418.054688 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -44418.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44424.531250 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -44424.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44432.824219 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -44432.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44442.734375 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -44442.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -44445.375000 Penalty: 2066.298828
	Iteration 13Q: 3 clusters Score -44445.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -44462.289062 Penalty: 2066.298828
	Iteration 14Q: 3 clusters Score -44462.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44469.414062 Penalty: 2066.298828
	Iteration 15Q: 3 clusters Score -44469.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44479.218750 Penalty: 2066.298828
	Iteration 16Q: 3 clusters Score -44479.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44483.164062 Penalty: 2066.298828
	Iteration 17Q: 3 clusters Score -44483.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44483.941406 Penalty: 2066.298828
	Iteration 18Q: 3 clusters Score -44483.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44486.363281 Penalty: 2066.298828
	Iteration 19Q: 3 clusters Score -44486.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44486.363281 Penalty: 2066.298828
	Iteration 20F: 3 clusters Score -44486.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Entering Unmasked Estep 
Score: -1146528.875000 Penalty: 1505.365234
	Iteration 0F: 2 clusters Score -1146529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1138939.375000 Penalty: 3010.730469
	Iteration 0F: 3 clusters Score -1138939 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1141285.500000 Penalty: 3010.730469
	Iteration 1F: 3 clusters Score -1141286 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1141577.500000 Penalty: 3010.730469
	Iteration 2F: 3 clusters Score -1141578 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1141806.125000 Penalty: 3010.730469
	Iteration 3F: 3 clusters Score -1141806 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1142047.125000 Penalty: 3010.730469
	Iteration 4Q: 3 clusters Score -1142047 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1142278.750000 Penalty: 3010.730469
	Iteration 5Q: 3 clusters Score -1142279 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1142493.250000 Penalty: 3010.730469
	Iteration 6Q: 3 clusters Score -1142493 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1142764.625000 Penalty: 3010.730469
	Iteration 7Q: 3 clusters Score -1142765 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1143113.500000 Penalty: 3010.730469
	Iteration 8Q: 3 clusters Score -1143114 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1143534.625000 Penalty: 3010.730469
	Iteration 9F: 3 clusters Score -1143535 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1143954.750000 Penalty: 3010.730469
	Iteration 10Q: 3 clusters Score -1143955 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1144369.875000 Penalty: 3010.730469
	Iteration 11Q: 3 clusters Score -1144370 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1144670.125000 Penalty: 3010.730469
	Iteration 12Q: 3 clusters Score -1144670 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1144847.125000 Penalty: 3010.730469
	Iteration 13Q: 3 clusters Score -1144847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1144951.000000 Penalty: 3010.730469
	Iteration 14Q: 3 clusters Score -1144951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1145021.500000 Penalty: 3010.730469
	Iteration 15Q: 3 clusters Score -1145022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1145067.375000 Penalty: 3010.730469
	Iteration 16Q: 3 clusters Score -1145067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1145101.875000 Penalty: 3010.730469
	Iteration 17Q: 3 clusters Score -1145102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1145133.875000 Penalty: 3010.730469
	Iteration 18Q: 3 clusters Score -1145134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1145159.000000 Penalty: 3010.730469
	Iteration 19Q: 3 clusters Score -1145159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1145171.625000 Penalty: 3010.730469
	Iteration 20F: 3 clusters Score -1145172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1145182.125000 Penalty: 3010.730469
	Iteration 21Q: 3 clusters Score -1145182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1145189.375000 Penalty: 3010.730469
	Iteration 22Q: 3 clusters Score -1145189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1145196.750000 Penalty: 3010.730469
	Iteration 23Q: 3 clusters Score -1145197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1145197.500000 Penalty: 3010.730469
	Iteration 24Q: 3 clusters Score -1145198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1145198.750000 Penalty: 3010.730469
	Iteration 25Q: 3 clusters Score -1145199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1145201.625000 Penalty: 3010.730469
	Iteration 26Q: 3 clusters Score -1145202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1145204.125000 Penalty: 3010.730469
	Iteration 27Q: 3 clusters Score -1145204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1145207.125000 Penalty: 3010.730469
	Iteration 28Q: 3 clusters Score -1145207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1145209.625000 Penalty: 3010.730469
	Iteration 29Q: 3 clusters Score -1145210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1145211.875000 Penalty: 3010.730469
	Iteration 30Q: 3 clusters Score -1145212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1145212.750000 Penalty: 3010.730469
	Iteration 31Q: 3 clusters Score -1145213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1145214.375000 Penalty: 3010.730469
	Iteration 32Q: 3 clusters Score -1145214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1145214.375000 Penalty: 3010.730469
	Iteration 33F: 3 clusters Score -1145214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -136147.156250 Penalty: 1196.223511
	Iteration 0F: 2 clusters Score -136147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134420.421875 Penalty: 2392.447021
	Iteration 0F: 3 clusters Score -134420.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135146.765625 Penalty: 2392.447021
	Iteration 1F: 3 clusters Score -135146.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135588.640625 Penalty: 2392.447021
	Iteration 2F: 3 clusters Score -135588.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135949.671875 Penalty: 2392.447021
	Iteration 3F: 3 clusters Score -135949.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136214.000000 Penalty: 2392.447021
	Iteration 4F: 3 clusters Score -136214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136497.375000 Penalty: 2392.447021
	Iteration 5F: 3 clusters Score -136497.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136735.109375 Penalty: 2392.447021
	Iteration 6F: 3 clusters Score -136735.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136794.281250 Penalty: 2392.447021
	Iteration 7Q: 3 clusters Score -136794.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136823.906250 Penalty: 2392.447021
	Iteration 8Q: 3 clusters Score -136823.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -136835.140625 Penalty: 2392.447021
	Iteration 9Q: 3 clusters Score -136835.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136850.078125 Penalty: 2392.447021
	Iteration 10Q: 3 clusters Score -136850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136863.828125 Penalty: 2392.447021
	Iteration 11Q: 3 clusters Score -136863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136867.906250 Penalty: 2392.447021
	Iteration 12Q: 3 clusters Score -136867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136869.078125 Penalty: 2392.447021
	Iteration 13Q: 3 clusters Score -136869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136869.078125 Penalty: 2392.447021
	Iteration 14F: 3 clusters Score -136869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176335 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 30 contains 570 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110647 members 
Mstep: Class 34 contains 33573 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037680.000000 Penalty: 82904.648438
Splitting cluster 9 changes total score from -101038032.000000 to -101037680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -309994.906250 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -309994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -307189.375000 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -307189.4 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -307965.312500 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -307965.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -308145.875000 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -308145.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -308283.187500 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -308283.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -308381.343750 Penalty: 2623.552002
	Iteration 4Q: 3 clusters Score -308381.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -308483.406250 Penalty: 2623.552002
	Iteration 5Q: 3 clusters Score -308483.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -308588.156250 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -308588.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -308704.500000 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -308704.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -308837.125000 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -308837.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -308986.656250 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -308986.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -309127.000000 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -309127 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -309212.187500 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -309212.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -309262.718750 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -309262.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -309317.875000 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -309317.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -309372.812500 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -309372.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -309404.281250 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -309404.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -309422.562500 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -309422.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -309444.812500 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -309444.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -309456.093750 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -309456.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -309465.468750 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -309465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -309469.156250 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -309469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -309471.937500 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -309471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -309473.843750 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -309473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -309475.250000 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -309475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -309477.562500 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -309477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -309478.312500 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -309478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -309480.031250 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -309480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -309481.343750 Penalty: 2623.552002
	Iteration 27Q: 3 clusters Score -309481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -309481.468750 Penalty: 2623.552002
	Iteration 28Q: 3 clusters Score -309481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -309481.468750 Penalty: 2623.552002
	Iteration 29F: 3 clusters Score -309481.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -1041573.000000 Penalty: 1500.677002
	Iteration 0F: 2 clusters Score -1041573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1034214.125000 Penalty: 3001.354004
	Iteration 0F: 3 clusters Score -1034214 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1036740.125000 Penalty: 3001.354004
	Iteration 1F: 3 clusters Score -1036740 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1037102.125000 Penalty: 3001.354004
	Iteration 2F: 3 clusters Score -1037102 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1037452.687500 Penalty: 3001.354004
	Iteration 3F: 3 clusters Score -1037453 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1037800.687500 Penalty: 3001.354004
	Iteration 4F: 3 clusters Score -1037801 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1038266.875000 Penalty: 3001.354004
	Iteration 5F: 3 clusters Score -1038267 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1038818.687500 Penalty: 3001.354004
	Iteration 6F: 3 clusters Score -1038819 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1039351.750000 Penalty: 3001.354004
	Iteration 7F: 3 clusters Score -1039352 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1039758.250000 Penalty: 3001.354004
	Iteration 8F: 3 clusters Score -1039758 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1040038.250000 Penalty: 3001.354004
	Iteration 9Q: 3 clusters Score -1040038 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1040238.375000 Penalty: 3001.354004
	Iteration 10Q: 3 clusters Score -1040238 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1040356.750000 Penalty: 3001.354004
	Iteration 11Q: 3 clusters Score -1040357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1040418.000000 Penalty: 3001.354004
	Iteration 12Q: 3 clusters Score -1040418 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1040469.687500 Penalty: 3001.354004
	Iteration 13Q: 3 clusters Score -1040470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1040499.937500 Penalty: 3001.354004
	Iteration 14Q: 3 clusters Score -1040500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1040524.750000 Penalty: 3001.354004
	Iteration 15Q: 3 clusters Score -1040525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1040542.250000 Penalty: 3001.354004
	Iteration 16Q: 3 clusters Score -1040542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1040551.187500 Penalty: 3001.354004
	Iteration 17Q: 3 clusters Score -1040551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1040559.500000 Penalty: 3001.354004
	Iteration 18Q: 3 clusters Score -1040560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1040568.000000 Penalty: 3001.354004
	Iteration 19Q: 3 clusters Score -1040568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1040576.125000 Penalty: 3001.354004
	Iteration 20F: 3 clusters Score -1040576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1040579.875000 Penalty: 3001.354004
	Iteration 21Q: 3 clusters Score -1040580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1040582.750000 Penalty: 3001.354004
	Iteration 22Q: 3 clusters Score -1040583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1040586.000000 Penalty: 3001.354004
	Iteration 23Q: 3 clusters Score -1040586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1040583.750000 Penalty: 3001.354004
	Iteration 24Q: 3 clusters Score -1040584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1040586.937500 Penalty: 3001.354004
	Iteration 25Q: 3 clusters Score -1040587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1040587.625000 Penalty: 3001.354004
	Iteration 26Q: 3 clusters Score -1040588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1040588.312500 Penalty: 3001.354004
	Iteration 27Q: 3 clusters Score -1040588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1040589.750000 Penalty: 3001.354004
	Iteration 28Q: 3 clusters Score -1040590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1040590.437500 Penalty: 3001.354004
	Iteration 29Q: 3 clusters Score -1040590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1040592.562500 Penalty: 3001.354004
	Iteration 30Q: 3 clusters Score -1040593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1040592.687500 Penalty: 3001.354004
	Iteration 31Q: 3 clusters Score -1040593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1040596.312500 Penalty: 3001.354004
	Iteration 32Q: 3 clusters Score -1040596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1040594.375000 Penalty: 3001.354004
	Iteration 33Q: 3 clusters Score -1040594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1040597.312500 Penalty: 3001.354004
	Iteration 34Q: 3 clusters Score -1040597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1040599.437500 Penalty: 3001.354004
	Iteration 35Q: 3 clusters Score -1040599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1040602.562500 Penalty: 3001.354004
	Iteration 36Q: 3 clusters Score -1040603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1040604.062500 Penalty: 3001.354004
	Iteration 37Q: 3 clusters Score -1040604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1040604.687500 Penalty: 3001.354004
	Iteration 38Q: 3 clusters Score -1040605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1040604.687500 Penalty: 3001.354004
	Iteration 39F: 3 clusters Score -1040605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -256584.171875 Penalty: 1279.397827
	Iteration 0F: 2 clusters Score -256584.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -254098.437500 Penalty: 2558.795654
	Iteration 0F: 3 clusters Score -254098.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -254745.406250 Penalty: 2558.795654
	Iteration 1F: 3 clusters Score -254745.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -255012.062500 Penalty: 2558.795654
	Iteration 2F: 3 clusters Score -255012.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255218.984375 Penalty: 2558.795654
	Iteration 3F: 3 clusters Score -255219 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -255375.078125 Penalty: 2558.795654
	Iteration 4F: 3 clusters Score -255375.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -255501.718750 Penalty: 2558.795654
	Iteration 5Q: 3 clusters Score -255501.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -255617.046875 Penalty: 2558.795654
	Iteration 6Q: 3 clusters Score -255617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -255723.390625 Penalty: 2558.795654
	Iteration 7Q: 3 clusters Score -255723.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -255803.640625 Penalty: 2558.795654
	Iteration 8Q: 3 clusters Score -255803.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255863.171875 Penalty: 2558.795654
	Iteration 9Q: 3 clusters Score -255863.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -255905.468750 Penalty: 2558.795654
	Iteration 10Q: 3 clusters Score -255905.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -255939.421875 Penalty: 2558.795654
	Iteration 11Q: 3 clusters Score -255939.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -255957.765625 Penalty: 2558.795654
	Iteration 12Q: 3 clusters Score -255957.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -255973.484375 Penalty: 2558.795654
	Iteration 13Q: 3 clusters Score -255973.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -255990.609375 Penalty: 2558.795654
	Iteration 14Q: 3 clusters Score -255990.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -256015.578125 Penalty: 2558.795654
	Iteration 15Q: 3 clusters Score -256015.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -256036.125000 Penalty: 2558.795654
	Iteration 16Q: 3 clusters Score -256036.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -256059.328125 Penalty: 2558.795654
	Iteration 17Q: 3 clusters Score -256059.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -256083.437500 Penalty: 2558.795654
	Iteration 18Q: 3 clusters Score -256083.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -256107.171875 Penalty: 2558.795654
	Iteration 19Q: 3 clusters Score -256107.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -256126.421875 Penalty: 2558.795654
	Iteration 20F: 3 clusters Score -256126.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -256151.906250 Penalty: 2558.795654
	Iteration 21Q: 3 clusters Score -256151.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -256189.140625 Penalty: 2558.795654
	Iteration 22Q: 3 clusters Score -256189.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -256217.421875 Penalty: 2558.795654
	Iteration 23Q: 3 clusters Score -256217.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -256238.000000 Penalty: 2558.795654
	Iteration 24Q: 3 clusters Score -256238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -256256.765625 Penalty: 2558.795654
	Iteration 25Q: 3 clusters Score -256256.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -256268.484375 Penalty: 2558.795654
	Iteration 26Q: 3 clusters Score -256268.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -256281.625000 Penalty: 2558.795654
	Iteration 27Q: 3 clusters Score -256281.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -256295.687500 Penalty: 2558.795654
	Iteration 28Q: 3 clusters Score -256295.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -256302.937500 Penalty: 2558.795654
	Iteration 29Q: 3 clusters Score -256302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -256303.781250 Penalty: 2558.795654
	Iteration 30Q: 3 clusters Score -256303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -256304.546875 Penalty: 2558.795654
	Iteration 31Q: 3 clusters Score -256304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -256306.296875 Penalty: 2558.795654
	Iteration 32Q: 3 clusters Score -256306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -256308.375000 Penalty: 2558.795654
	Iteration 33Q: 3 clusters Score -256308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -256310.046875 Penalty: 2558.795654
	Iteration 34Q: 3 clusters Score -256310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -256310.812500 Penalty: 2558.795654
	Iteration 35Q: 3 clusters Score -256310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -256312.718750 Penalty: 2558.795654
	Iteration 36Q: 3 clusters Score -256312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -256316.421875 Penalty: 2558.795654
	Iteration 37Q: 3 clusters Score -256316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -256318.015625 Penalty: 2558.795654
	Iteration 38Q: 3 clusters Score -256318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -256319.750000 Penalty: 2558.795654
	Iteration 39Q: 3 clusters Score -256319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -256320.937500 Penalty: 2558.795654
	Iteration 40F: 3 clusters Score -256320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -256323.734375 Penalty: 2558.795654
	Iteration 41Q: 3 clusters Score -256323.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -256330.953125 Penalty: 2558.795654
	Iteration 42Q: 3 clusters Score -256331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -256336.734375 Penalty: 2558.795654
	Iteration 43Q: 3 clusters Score -256336.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -256341.828125 Penalty: 2558.795654
	Iteration 44Q: 3 clusters Score -256341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -256344.531250 Penalty: 2558.795654
	Iteration 45Q: 3 clusters Score -256344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -256344.515625 Penalty: 2558.795654
	Iteration 46Q: 3 clusters Score -256344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -256346.234375 Penalty: 2558.795654
	Iteration 47Q: 3 clusters Score -256346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -256347.484375 Penalty: 2558.795654
	Iteration 48Q: 3 clusters Score -256347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -256347.609375 Penalty: 2558.795654
	Iteration 49Q: 3 clusters Score -256347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -256348.062500 Penalty: 2558.795654
	Iteration 50Q: 3 clusters Score -256348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -256347.953125 Penalty: 2558.795654
	Iteration 51Q: 3 clusters Score -256348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -256347.953125 Penalty: 2558.795654
	Iteration 52F: 3 clusters Score -256348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -563476.375000 Penalty: 1399.708984
	Iteration 0F: 2 clusters Score -563476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -559301.812500 Penalty: 2799.417969
	Iteration 0F: 3 clusters Score -559301.8 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -560600.312500 Penalty: 2799.417969
	Iteration 1F: 3 clusters Score -560600.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -560910.312500 Penalty: 2799.417969
	Iteration 2F: 3 clusters Score -560910.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -561203.687500 Penalty: 2799.417969
	Iteration 3F: 3 clusters Score -561203.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -561531.187500 Penalty: 2799.417969
	Iteration 4F: 3 clusters Score -561531.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -561830.500000 Penalty: 2799.417969
	Iteration 5F: 3 clusters Score -561830.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -562123.125000 Penalty: 2799.417969
	Iteration 6F: 3 clusters Score -562123.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -562436.125000 Penalty: 2799.417969
	Iteration 7F: 3 clusters Score -562436.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -562675.000000 Penalty: 2799.417969
	Iteration 8Q: 3 clusters Score -562675 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -562847.562500 Penalty: 2799.417969
	Iteration 9Q: 3 clusters Score -562847.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -562934.937500 Penalty: 2799.417969
	Iteration 10Q: 3 clusters Score -562934.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -562985.125000 Penalty: 2799.417969
	Iteration 11Q: 3 clusters Score -562985.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -563023.937500 Penalty: 2799.417969
	Iteration 12Q: 3 clusters Score -563023.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -563043.312500 Penalty: 2799.417969
	Iteration 13Q: 3 clusters Score -563043.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -563056.250000 Penalty: 2799.417969
	Iteration 14Q: 3 clusters Score -563056.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -563064.875000 Penalty: 2799.417969
	Iteration 15Q: 3 clusters Score -563064.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -563074.250000 Penalty: 2799.417969
	Iteration 16Q: 3 clusters Score -563074.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -563081.937500 Penalty: 2799.417969
	Iteration 17Q: 3 clusters Score -563081.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -563093.500000 Penalty: 2799.417969
	Iteration 18Q: 3 clusters Score -563093.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -563099.937500 Penalty: 2799.417969
	Iteration 19Q: 3 clusters Score -563099.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -563107.937500 Penalty: 2799.417969
	Iteration 20F: 3 clusters Score -563107.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -563112.750000 Penalty: 2799.417969
	Iteration 21Q: 3 clusters Score -563112.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -563115.437500 Penalty: 2799.417969
	Iteration 22Q: 3 clusters Score -563115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -563117.000000 Penalty: 2799.417969
	Iteration 23Q: 3 clusters Score -563117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -563122.687500 Penalty: 2799.417969
	Iteration 24Q: 3 clusters Score -563122.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -563125.187500 Penalty: 2799.417969
	Iteration 25Q: 3 clusters Score -563125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -563128.125000 Penalty: 2799.417969
	Iteration 26Q: 3 clusters Score -563128.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -563130.437500 Penalty: 2799.417969
	Iteration 27Q: 3 clusters Score -563130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -563131.375000 Penalty: 2799.417969
	Iteration 28Q: 3 clusters Score -563131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -563133.500000 Penalty: 2799.417969
	Iteration 29Q: 3 clusters Score -563133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -563134.250000 Penalty: 2799.417969
	Iteration 30Q: 3 clusters Score -563134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -563134.000000 Penalty: 2799.417969
	Iteration 31Q: 3 clusters Score -563134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -563134.000000 Penalty: 2799.417969
	Iteration 32F: 3 clusters Score -563134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Entering Unmasked Estep 
Score: -1342005.625000 Penalty: 1542.127441
	Iteration 0F: 2 clusters Score -1342006 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 6625 members 
Entering Unmasked Estep 
Score: -1332675.000000 Penalty: 3084.254883
	Iteration 0F: 3 clusters Score -1332675 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1336236.000000 Penalty: 3084.254883
	Iteration 1F: 3 clusters Score -1336236 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1336986.375000 Penalty: 3084.254883
	Iteration 2F: 3 clusters Score -1336986 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1337716.250000 Penalty: 3084.254883
	Iteration 3F: 3 clusters Score -1337716 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1338360.750000 Penalty: 3084.254883
	Iteration 4F: 3 clusters Score -1338361 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1338928.125000 Penalty: 3084.254883
	Iteration 5F: 3 clusters Score -1338928 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1339439.500000 Penalty: 3084.254883
	Iteration 6F: 3 clusters Score -1339440 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1339855.500000 Penalty: 3084.254883
	Iteration 7Q: 3 clusters Score -1339856 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1340142.250000 Penalty: 3084.254883
	Iteration 8Q: 3 clusters Score -1340142 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1340351.750000 Penalty: 3084.254883
	Iteration 9Q: 3 clusters Score -1340352 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1340508.750000 Penalty: 3084.254883
	Iteration 10Q: 3 clusters Score -1340509 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1340616.500000 Penalty: 3084.254883
	Iteration 11Q: 3 clusters Score -1340616 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1340717.250000 Penalty: 3084.254883
	Iteration 12Q: 3 clusters Score -1340717 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1340784.375000 Penalty: 3084.254883
	Iteration 13Q: 3 clusters Score -1340784 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1340859.750000 Penalty: 3084.254883
	Iteration 14Q: 3 clusters Score -1340860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1340928.500000 Penalty: 3084.254883
	Iteration 15Q: 3 clusters Score -1340928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1340996.250000 Penalty: 3084.254883
	Iteration 16Q: 3 clusters Score -1340996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1341047.750000 Penalty: 3084.254883
	Iteration 17Q: 3 clusters Score -1341048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1341094.500000 Penalty: 3084.254883
	Iteration 18Q: 3 clusters Score -1341094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1341121.250000 Penalty: 3084.254883
	Iteration 19Q: 3 clusters Score -1341121 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1341144.000000 Penalty: 3084.254883
	Iteration 20F: 3 clusters Score -1341144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1341159.000000 Penalty: 3084.254883
	Iteration 21Q: 3 clusters Score -1341159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1341171.625000 Penalty: 3084.254883
	Iteration 22Q: 3 clusters Score -1341172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1341178.125000 Penalty: 3084.254883
	Iteration 23Q: 3 clusters Score -1341178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1341186.000000 Penalty: 3084.254883
	Iteration 24Q: 3 clusters Score -1341186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1341195.500000 Penalty: 3084.254883
	Iteration 25Q: 3 clusters Score -1341196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1341195.875000 Penalty: 3084.254883
	Iteration 26Q: 3 clusters Score -1341196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1341204.500000 Penalty: 3084.254883
	Iteration 27Q: 3 clusters Score -1341204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1341214.000000 Penalty: 3084.254883
	Iteration 28Q: 3 clusters Score -1341214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1341221.375000 Penalty: 3084.254883
	Iteration 29Q: 3 clusters Score -1341221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1341231.250000 Penalty: 3084.254883
	Iteration 30Q: 3 clusters Score -1341231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1341240.125000 Penalty: 3084.254883
	Iteration 31Q: 3 clusters Score -1341240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1341246.250000 Penalty: 3084.254883
	Iteration 32Q: 3 clusters Score -1341246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1341246.000000 Penalty: 3084.254883
	Iteration 33Q: 3 clusters Score -1341246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1341254.125000 Penalty: 3084.254883
	Iteration 34Q: 3 clusters Score -1341254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1341254.375000 Penalty: 3084.254883
	Iteration 35Q: 3 clusters Score -1341254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1341260.250000 Penalty: 3084.254883
	Iteration 36Q: 3 clusters Score -1341260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1341260.375000 Penalty: 3084.254883
	Iteration 37Q: 3 clusters Score -1341260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1341267.125000 Penalty: 3084.254883
	Iteration 38Q: 3 clusters Score -1341267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1341267.000000 Penalty: 3084.254883
	Iteration 39Q: 3 clusters Score -1341267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1341269.500000 Penalty: 3084.254883
	Iteration 40F: 3 clusters Score -1341270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1341269.000000 Penalty: 3084.254883
	Iteration 41Q: 3 clusters Score -1341269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1341276.750000 Penalty: 3084.254883
	Iteration 42Q: 3 clusters Score -1341277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1341277.375000 Penalty: 3084.254883
	Iteration 43Q: 3 clusters Score -1341277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1341275.500000 Penalty: 3084.254883
	Iteration 44Q: 3 clusters Score -1341276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1341275.000000 Penalty: 3084.254883
	Iteration 45Q: 3 clusters Score -1341275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1341275.625000 Penalty: 3084.254883
	Iteration 46Q: 3 clusters Score -1341276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1341277.250000 Penalty: 3084.254883
	Iteration 47Q: 3 clusters Score -1341277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1341276.250000 Penalty: 3084.254883
	Iteration 48Q: 3 clusters Score -1341276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1341275.500000 Penalty: 3084.254883
	Iteration 49Q: 3 clusters Score -1341276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1341275.500000 Penalty: 3084.254883
	Iteration 50F: 3 clusters Score -1341276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -1422909.125000 Penalty: 1541.524414
	Iteration 0F: 2 clusters Score -1422909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1413667.000000 Penalty: 3083.048828
	Iteration 0F: 3 clusters Score -1413667 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1416906.125000 Penalty: 3083.048828
	Iteration 1F: 3 clusters Score -1416906 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1417231.500000 Penalty: 3083.048828
	Iteration 2F: 3 clusters Score -1417232 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1417526.875000 Penalty: 3083.048828
	Iteration 3F: 3 clusters Score -1417527 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1417793.375000 Penalty: 3083.048828
	Iteration 4Q: 3 clusters Score -1417793 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1418082.000000 Penalty: 3083.048828
	Iteration 5Q: 3 clusters Score -1418082 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1418430.875000 Penalty: 3083.048828
	Iteration 6Q: 3 clusters Score -1418431 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1418828.625000 Penalty: 3083.048828
	Iteration 7Q: 3 clusters Score -1418829 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1419302.250000 Penalty: 3083.048828
	Iteration 8F: 3 clusters Score -1419302 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1419792.375000 Penalty: 3083.048828
	Iteration 9F: 3 clusters Score -1419792 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1420230.125000 Penalty: 3083.048828
	Iteration 10Q: 3 clusters Score -1420230 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1420646.250000 Penalty: 3083.048828
	Iteration 11Q: 3 clusters Score -1420646 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1420934.000000 Penalty: 3083.048828
	Iteration 12Q: 3 clusters Score -1420934 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1421096.250000 Penalty: 3083.048828
	Iteration 13Q: 3 clusters Score -1421096 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1421191.250000 Penalty: 3083.048828
	Iteration 14Q: 3 clusters Score -1421191 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1421267.250000 Penalty: 3083.048828
	Iteration 15Q: 3 clusters Score -1421267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1421318.125000 Penalty: 3083.048828
	Iteration 16Q: 3 clusters Score -1421318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1421373.250000 Penalty: 3083.048828
	Iteration 17Q: 3 clusters Score -1421373 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1421411.875000 Penalty: 3083.048828
	Iteration 18Q: 3 clusters Score -1421412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1421452.000000 Penalty: 3083.048828
	Iteration 19Q: 3 clusters Score -1421452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1421485.500000 Penalty: 3083.048828
	Iteration 20F: 3 clusters Score -1421486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1421506.250000 Penalty: 3083.048828
	Iteration 21Q: 3 clusters Score -1421506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1421535.625000 Penalty: 3083.048828
	Iteration 22Q: 3 clusters Score -1421536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1421564.250000 Penalty: 3083.048828
	Iteration 23Q: 3 clusters Score -1421564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1421593.375000 Penalty: 3083.048828
	Iteration 24Q: 3 clusters Score -1421593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1421613.750000 Penalty: 3083.048828
	Iteration 25Q: 3 clusters Score -1421614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1421627.125000 Penalty: 3083.048828
	Iteration 26Q: 3 clusters Score -1421627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1421638.875000 Penalty: 3083.048828
	Iteration 27Q: 3 clusters Score -1421639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1421653.250000 Penalty: 3083.048828
	Iteration 28Q: 3 clusters Score -1421653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1421661.750000 Penalty: 3083.048828
	Iteration 29Q: 3 clusters Score -1421662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1421673.625000 Penalty: 3083.048828
	Iteration 30Q: 3 clusters Score -1421674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1421680.750000 Penalty: 3083.048828
	Iteration 31Q: 3 clusters Score -1421681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1421689.375000 Penalty: 3083.048828
	Iteration 32Q: 3 clusters Score -1421689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1421695.000000 Penalty: 3083.048828
	Iteration 33Q: 3 clusters Score -1421695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1421694.625000 Penalty: 3083.048828
	Iteration 34Q: 3 clusters Score -1421695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1421695.500000 Penalty: 3083.048828
	Iteration 35Q: 3 clusters Score -1421696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1421695.375000 Penalty: 3083.048828
	Iteration 36Q: 3 clusters Score -1421695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1421700.000000 Penalty: 3083.048828
	Iteration 37Q: 3 clusters Score -1421700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1421698.750000 Penalty: 3083.048828
	Iteration 38Q: 3 clusters Score -1421699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1421700.375000 Penalty: 3083.048828
	Iteration 39Q: 3 clusters Score -1421700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1421702.875000 Penalty: 3083.048828
	Iteration 40F: 3 clusters Score -1421703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1421705.125000 Penalty: 3083.048828
	Iteration 41Q: 3 clusters Score -1421705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1421706.875000 Penalty: 3083.048828
	Iteration 42Q: 3 clusters Score -1421707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1421709.875000 Penalty: 3083.048828
	Iteration 43Q: 3 clusters Score -1421710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1421710.375000 Penalty: 3083.048828
	Iteration 44Q: 3 clusters Score -1421710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1421710.125000 Penalty: 3083.048828
	Iteration 45Q: 3 clusters Score -1421710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1421712.750000 Penalty: 3083.048828
	Iteration 46Q: 3 clusters Score -1421713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1421716.125000 Penalty: 3083.048828
	Iteration 47Q: 3 clusters Score -1421716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1421719.250000 Penalty: 3083.048828
	Iteration 48Q: 3 clusters Score -1421719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1421723.125000 Penalty: 3083.048828
	Iteration 49Q: 3 clusters Score -1421723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1421722.500000 Penalty: 3083.048828
	Iteration 50Q: 3 clusters Score -1421722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1421723.250000 Penalty: 3083.048828
	Iteration 51Q: 3 clusters Score -1421723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1421723.125000 Penalty: 3083.048828
	Iteration 52Q: 3 clusters Score -1421723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1421727.250000 Penalty: 3083.048828
	Iteration 53Q: 3 clusters Score -1421727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1421724.625000 Penalty: 3083.048828
	Iteration 54Q: 3 clusters Score -1421725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1421724.250000 Penalty: 3083.048828
	Iteration 55Q: 3 clusters Score -1421724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1421724.250000 Penalty: 3083.048828
	Iteration 56F: 3 clusters Score -1421724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -1113621.000000 Penalty: 1513.858154
	Iteration 0F: 2 clusters Score -1113621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1105749.250000 Penalty: 3027.716309
	Iteration 0F: 3 clusters Score -1105749 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1108363.000000 Penalty: 3027.716309
	Iteration 1F: 3 clusters Score -1108363 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1108615.375000 Penalty: 3027.716309
	Iteration 2F: 3 clusters Score -1108615 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1108832.000000 Penalty: 3027.716309
	Iteration 3Q: 3 clusters Score -1108832 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1109054.750000 Penalty: 3027.716309
	Iteration 4Q: 3 clusters Score -1109055 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1109291.500000 Penalty: 3027.716309
	Iteration 5Q: 3 clusters Score -1109292 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1109571.000000 Penalty: 3027.716309
	Iteration 6Q: 3 clusters Score -1109571 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1109875.000000 Penalty: 3027.716309
	Iteration 7Q: 3 clusters Score -1109875 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1110224.875000 Penalty: 3027.716309
	Iteration 8F: 3 clusters Score -1110225 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1110583.375000 Penalty: 3027.716309
	Iteration 9Q: 3 clusters Score -1110583 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1110931.250000 Penalty: 3027.716309
	Iteration 10Q: 3 clusters Score -1110931 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1111235.750000 Penalty: 3027.716309
	Iteration 11Q: 3 clusters Score -1111236 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1111482.625000 Penalty: 3027.716309
	Iteration 12Q: 3 clusters Score -1111483 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1111678.500000 Penalty: 3027.716309
	Iteration 13Q: 3 clusters Score -1111678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1111854.750000 Penalty: 3027.716309
	Iteration 14Q: 3 clusters Score -1111855 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1111971.000000 Penalty: 3027.716309
	Iteration 15Q: 3 clusters Score -1111971 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1112044.375000 Penalty: 3027.716309
	Iteration 16Q: 3 clusters Score -1112044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1112124.000000 Penalty: 3027.716309
	Iteration 17Q: 3 clusters Score -1112124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1112180.625000 Penalty: 3027.716309
	Iteration 18Q: 3 clusters Score -1112181 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1112232.500000 Penalty: 3027.716309
	Iteration 19Q: 3 clusters Score -1112232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1112286.875000 Penalty: 3027.716309
	Iteration 20F: 3 clusters Score -1112287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1112331.875000 Penalty: 3027.716309
	Iteration 21Q: 3 clusters Score -1112332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1112366.500000 Penalty: 3027.716309
	Iteration 22Q: 3 clusters Score -1112366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1112383.875000 Penalty: 3027.716309
	Iteration 23Q: 3 clusters Score -1112384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1112400.875000 Penalty: 3027.716309
	Iteration 24Q: 3 clusters Score -1112401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1112410.250000 Penalty: 3027.716309
	Iteration 25Q: 3 clusters Score -1112410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1112418.875000 Penalty: 3027.716309
	Iteration 26Q: 3 clusters Score -1112419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1112427.750000 Penalty: 3027.716309
	Iteration 27Q: 3 clusters Score -1112428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1112429.250000 Penalty: 3027.716309
	Iteration 28Q: 3 clusters Score -1112429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1112433.625000 Penalty: 3027.716309
	Iteration 29Q: 3 clusters Score -1112434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1112435.000000 Penalty: 3027.716309
	Iteration 30Q: 3 clusters Score -1112435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1112438.750000 Penalty: 3027.716309
	Iteration 31Q: 3 clusters Score -1112439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1112440.500000 Penalty: 3027.716309
	Iteration 32Q: 3 clusters Score -1112440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1112441.000000 Penalty: 3027.716309
	Iteration 33Q: 3 clusters Score -1112441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1112441.000000 Penalty: 3027.716309
	Iteration 34F: 3 clusters Score -1112441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -481115.562500 Penalty: 1364.191650
	Iteration 0F: 2 clusters Score -481115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -477518.937500 Penalty: 2728.383301
	Iteration 0F: 3 clusters Score -477518.9 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -478489.062500 Penalty: 2728.383301
	Iteration 1F: 3 clusters Score -478489.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -478642.531250 Penalty: 2728.383301
	Iteration 2F: 3 clusters Score -478642.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -478774.625000 Penalty: 2728.383301
	Iteration 3F: 3 clusters Score -478774.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -478872.031250 Penalty: 2728.383301
	Iteration 4Q: 3 clusters Score -478872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -478957.281250 Penalty: 2728.383301
	Iteration 5Q: 3 clusters Score -478957.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -479046.437500 Penalty: 2728.383301
	Iteration 6Q: 3 clusters Score -479046.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -479136.281250 Penalty: 2728.383301
	Iteration 7Q: 3 clusters Score -479136.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -479212.750000 Penalty: 2728.383301
	Iteration 8Q: 3 clusters Score -479212.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -479298.406250 Penalty: 2728.383301
	Iteration 9Q: 3 clusters Score -479298.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -479396.031250 Penalty: 2728.383301
	Iteration 10Q: 3 clusters Score -479396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -479483.156250 Penalty: 2728.383301
	Iteration 11Q: 3 clusters Score -479483.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -479558.250000 Penalty: 2728.383301
	Iteration 12Q: 3 clusters Score -479558.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -479633.562500 Penalty: 2728.383301
	Iteration 13Q: 3 clusters Score -479633.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -479697.843750 Penalty: 2728.383301
	Iteration 14Q: 3 clusters Score -479697.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -479742.437500 Penalty: 2728.383301
	Iteration 15Q: 3 clusters Score -479742.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -479770.343750 Penalty: 2728.383301
	Iteration 16Q: 3 clusters Score -479770.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -479794.562500 Penalty: 2728.383301
	Iteration 17Q: 3 clusters Score -479794.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -479815.562500 Penalty: 2728.383301
	Iteration 18Q: 3 clusters Score -479815.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -479835.687500 Penalty: 2728.383301
	Iteration 19Q: 3 clusters Score -479835.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -479848.187500 Penalty: 2728.383301
	Iteration 20F: 3 clusters Score -479848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -479856.750000 Penalty: 2728.383301
	Iteration 21Q: 3 clusters Score -479856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -479864.187500 Penalty: 2728.383301
	Iteration 22Q: 3 clusters Score -479864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -479877.781250 Penalty: 2728.383301
	Iteration 23Q: 3 clusters Score -479877.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -479888.375000 Penalty: 2728.383301
	Iteration 24Q: 3 clusters Score -479888.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -479895.531250 Penalty: 2728.383301
	Iteration 25Q: 3 clusters Score -479895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -479901.906250 Penalty: 2728.383301
	Iteration 26Q: 3 clusters Score -479901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -479907.625000 Penalty: 2728.383301
	Iteration 27Q: 3 clusters Score -479907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -479910.468750 Penalty: 2728.383301
	Iteration 28Q: 3 clusters Score -479910.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -479916.781250 Penalty: 2728.383301
	Iteration 29Q: 3 clusters Score -479916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -479919.937500 Penalty: 2728.383301
	Iteration 30Q: 3 clusters Score -479919.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -479925.750000 Penalty: 2728.383301
	Iteration 31Q: 3 clusters Score -479925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -479930.062500 Penalty: 2728.383301
	Iteration 32Q: 3 clusters Score -479930.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -479936.343750 Penalty: 2728.383301
	Iteration 33Q: 3 clusters Score -479936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -479936.343750 Penalty: 2728.383301
	Iteration 34F: 3 clusters Score -479936.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Entering Unmasked Estep 
Score: -853229.687500 Penalty: 1462.096802
	Iteration 0F: 2 clusters Score -853229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -847257.812500 Penalty: 2924.193604
	Iteration 0F: 3 clusters Score -847257.8 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -849051.375000 Penalty: 2924.193604
	Iteration 1F: 3 clusters Score -849051.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -849263.437500 Penalty: 2924.193604
	Iteration 2F: 3 clusters Score -849263.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -849444.500000 Penalty: 2924.193604
	Iteration 3F: 3 clusters Score -849444.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -849614.625000 Penalty: 2924.193604
	Iteration 4Q: 3 clusters Score -849614.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -849779.375000 Penalty: 2924.193604
	Iteration 5Q: 3 clusters Score -849779.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -849942.125000 Penalty: 2924.193604
	Iteration 6Q: 3 clusters Score -849942.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -850099.875000 Penalty: 2924.193604
	Iteration 7Q: 3 clusters Score -850099.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -850262.625000 Penalty: 2924.193604
	Iteration 8Q: 3 clusters Score -850262.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -850431.750000 Penalty: 2924.193604
	Iteration 9Q: 3 clusters Score -850431.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -850600.187500 Penalty: 2924.193604
	Iteration 10Q: 3 clusters Score -850600.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -850771.062500 Penalty: 2924.193604
	Iteration 11Q: 3 clusters Score -850771.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -850931.750000 Penalty: 2924.193604
	Iteration 12Q: 3 clusters Score -850931.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -851093.687500 Penalty: 2924.193604
	Iteration 13Q: 3 clusters Score -851093.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -851229.250000 Penalty: 2924.193604
	Iteration 14Q: 3 clusters Score -851229.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -851313.500000 Penalty: 2924.193604
	Iteration 15Q: 3 clusters Score -851313.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -851376.125000 Penalty: 2924.193604
	Iteration 16Q: 3 clusters Score -851376.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -851417.625000 Penalty: 2924.193604
	Iteration 17Q: 3 clusters Score -851417.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -851448.500000 Penalty: 2924.193604
	Iteration 18Q: 3 clusters Score -851448.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -851465.750000 Penalty: 2924.193604
	Iteration 19Q: 3 clusters Score -851465.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -851477.312500 Penalty: 2924.193604
	Iteration 20F: 3 clusters Score -851477.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -851484.625000 Penalty: 2924.193604
	Iteration 21Q: 3 clusters Score -851484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -851493.125000 Penalty: 2924.193604
	Iteration 22Q: 3 clusters Score -851493.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -851501.812500 Penalty: 2924.193604
	Iteration 23Q: 3 clusters Score -851501.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -851510.875000 Penalty: 2924.193604
	Iteration 24Q: 3 clusters Score -851510.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -851523.250000 Penalty: 2924.193604
	Iteration 25Q: 3 clusters Score -851523.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -851531.062500 Penalty: 2924.193604
	Iteration 26Q: 3 clusters Score -851531.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -851537.750000 Penalty: 2924.193604
	Iteration 27Q: 3 clusters Score -851537.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -851545.500000 Penalty: 2924.193604
	Iteration 28Q: 3 clusters Score -851545.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -851554.000000 Penalty: 2924.193604
	Iteration 29Q: 3 clusters Score -851554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -851559.812500 Penalty: 2924.193604
	Iteration 30Q: 3 clusters Score -851559.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -851567.125000 Penalty: 2924.193604
	Iteration 31Q: 3 clusters Score -851567.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -851568.625000 Penalty: 2924.193604
	Iteration 32Q: 3 clusters Score -851568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -851573.500000 Penalty: 2924.193604
	Iteration 33Q: 3 clusters Score -851573.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -851575.812500 Penalty: 2924.193604
	Iteration 34Q: 3 clusters Score -851575.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -851577.812500 Penalty: 2924.193604
	Iteration 35Q: 3 clusters Score -851577.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -851584.000000 Penalty: 2924.193604
	Iteration 36Q: 3 clusters Score -851584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -851589.437500 Penalty: 2924.193604
	Iteration 37Q: 3 clusters Score -851589.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -851597.937500 Penalty: 2924.193604
	Iteration 38Q: 3 clusters Score -851597.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -851601.250000 Penalty: 2924.193604
	Iteration 39Q: 3 clusters Score -851601.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -851607.000000 Penalty: 2924.193604
	Iteration 40F: 3 clusters Score -851607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -851612.562500 Penalty: 2924.193604
	Iteration 41Q: 3 clusters Score -851612.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -851623.250000 Penalty: 2924.193604
	Iteration 42Q: 3 clusters Score -851623.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -851632.312500 Penalty: 2924.193604
	Iteration 43Q: 3 clusters Score -851632.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -851639.125000 Penalty: 2924.193604
	Iteration 44Q: 3 clusters Score -851639.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -851642.500000 Penalty: 2924.193604
	Iteration 45Q: 3 clusters Score -851642.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -851649.812500 Penalty: 2924.193604
	Iteration 46Q: 3 clusters Score -851649.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -851655.562500 Penalty: 2924.193604
	Iteration 47Q: 3 clusters Score -851655.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -851660.187500 Penalty: 2924.193604
	Iteration 48Q: 3 clusters Score -851660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -851664.062500 Penalty: 2924.193604
	Iteration 49Q: 3 clusters Score -851664.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -851669.625000 Penalty: 2924.193604
	Iteration 50Q: 3 clusters Score -851669.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -851675.187500 Penalty: 2924.193604
	Iteration 51Q: 3 clusters Score -851675.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -851679.312500 Penalty: 2924.193604
	Iteration 52Q: 3 clusters Score -851679.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -851689.250000 Penalty: 2924.193604
	Iteration 53Q: 3 clusters Score -851689.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -851698.312500 Penalty: 2924.193604
	Iteration 54Q: 3 clusters Score -851698.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -851704.125000 Penalty: 2924.193604
	Iteration 55Q: 3 clusters Score -851704.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -851707.312500 Penalty: 2924.193604
	Iteration 56Q: 3 clusters Score -851707.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -851714.500000 Penalty: 2924.193604
	Iteration 57Q: 3 clusters Score -851714.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -851718.625000 Penalty: 2924.193604
	Iteration 58Q: 3 clusters Score -851718.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -851726.250000 Penalty: 2924.193604
	Iteration 59Q: 3 clusters Score -851726.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -851733.500000 Penalty: 2924.193604
	Iteration 60F: 3 clusters Score -851733.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -851740.375000 Penalty: 2924.193604
	Iteration 61Q: 3 clusters Score -851740.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -851745.812500 Penalty: 2924.193604
	Iteration 62Q: 3 clusters Score -851745.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -851752.937500 Penalty: 2924.193604
	Iteration 63Q: 3 clusters Score -851752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -851755.437500 Penalty: 2924.193604
	Iteration 64Q: 3 clusters Score -851755.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -851759.750000 Penalty: 2924.193604
	Iteration 65Q: 3 clusters Score -851759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -851763.875000 Penalty: 2924.193604
	Iteration 66Q: 3 clusters Score -851763.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -851764.812500 Penalty: 2924.193604
	Iteration 67Q: 3 clusters Score -851764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -851768.812500 Penalty: 2924.193604
	Iteration 68Q: 3 clusters Score -851768.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -851771.875000 Penalty: 2924.193604
	Iteration 69Q: 3 clusters Score -851771.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -851778.437500 Penalty: 2924.193604
	Iteration 70Q: 3 clusters Score -851778.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -851782.687500 Penalty: 2924.193604
	Iteration 71Q: 3 clusters Score -851782.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -851785.875000 Penalty: 2924.193604
	Iteration 72Q: 3 clusters Score -851785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -851788.437500 Penalty: 2924.193604
	Iteration 73Q: 3 clusters Score -851788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -851787.187500 Penalty: 2924.193604
	Iteration 74Q: 3 clusters Score -851787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -851789.125000 Penalty: 2924.193604
	Iteration 75Q: 3 clusters Score -851789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -851791.687500 Penalty: 2924.193604
	Iteration 76Q: 3 clusters Score -851791.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -851796.937500 Penalty: 2924.193604
	Iteration 77Q: 3 clusters Score -851796.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -851797.687500 Penalty: 2924.193604
	Iteration 78Q: 3 clusters Score -851797.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -851800.187500 Penalty: 2924.193604
	Iteration 79Q: 3 clusters Score -851800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -851802.562500 Penalty: 2924.193604
	Iteration 80F: 3 clusters Score -851802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -851805.562500 Penalty: 2924.193604
	Iteration 81Q: 3 clusters Score -851805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -851805.687500 Penalty: 2924.193604
	Iteration 82Q: 3 clusters Score -851805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -851805.187500 Penalty: 2924.193604
	Iteration 83Q: 3 clusters Score -851805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -851806.250000 Penalty: 2924.193604
	Iteration 84Q: 3 clusters Score -851806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -851806.000000 Penalty: 2924.193604
	Iteration 85Q: 3 clusters Score -851806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -851808.687500 Penalty: 2924.193604
	Iteration 86Q: 3 clusters Score -851808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -851809.062500 Penalty: 2924.193604
	Iteration 87Q: 3 clusters Score -851809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -851809.687500 Penalty: 2924.193604
	Iteration 88Q: 3 clusters Score -851809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -851811.062500 Penalty: 2924.193604
	Iteration 89Q: 3 clusters Score -851811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -851811.187500 Penalty: 2924.193604
	Iteration 90Q: 3 clusters Score -851811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -851812.562500 Penalty: 2924.193604
	Iteration 91Q: 3 clusters Score -851812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -851813.062500 Penalty: 2924.193604
	Iteration 92Q: 3 clusters Score -851813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -851815.500000 Penalty: 2924.193604
	Iteration 93Q: 3 clusters Score -851815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -851816.125000 Penalty: 2924.193604
	Iteration 94Q: 3 clusters Score -851816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -851816.562500 Penalty: 2924.193604
	Iteration 95Q: 3 clusters Score -851816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -851816.562500 Penalty: 2924.193604
	Iteration 96F: 3 clusters Score -851816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (180401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180401 members 
Entering Unmasked Estep 
Score: -19524166.000000 Penalty: 1966.727417
	Iteration 0F: 2 clusters Score -1.952417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -19426032.000000 Penalty: 3933.454834
	Iteration 0F: 3 clusters Score -1.942603e+07 nChanged 87630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -19477580.000000 Penalty: 3933.454834
	Iteration 1F: 3 clusters Score -1.947758e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -19478488.000000 Penalty: 3933.454834
	Iteration 2Q: 3 clusters Score -1.947849e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -19479848.000000 Penalty: 3933.454834
	Iteration 3Q: 3 clusters Score -1.947985e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -19481926.000000 Penalty: 3933.454834
	Iteration 4Q: 3 clusters Score -1.948193e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -19485126.000000 Penalty: 3933.454834
	Iteration 5Q: 3 clusters Score -1.948513e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -19489956.000000 Penalty: 3933.454834
	Iteration 6F: 3 clusters Score -1.948996e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -19495830.000000 Penalty: 3933.454834
	Iteration 7F: 3 clusters Score -1.949583e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113416 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -19501612.000000 Penalty: 3933.454834
	Iteration 8F: 3 clusters Score -1.950161e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -19506320.000000 Penalty: 3933.454834
	Iteration 9F: 3 clusters Score -1.950632e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -19510686.000000 Penalty: 3933.454834
	Iteration 10F: 3 clusters Score -1.951069e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -19513974.000000 Penalty: 3933.454834
	Iteration 11Q: 3 clusters Score -1.951397e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110571 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -19515938.000000 Penalty: 3933.454834
	Iteration 12Q: 3 clusters Score -1.951594e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -19517262.000000 Penalty: 3933.454834
	Iteration 13Q: 3 clusters Score -1.951726e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -19517916.000000 Penalty: 3933.454834
	Iteration 14Q: 3 clusters Score -1.951792e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -19518682.000000 Penalty: 3933.454834
	Iteration 15Q: 3 clusters Score -1.951868e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98860 members 
Mstep: Class 2 contains 81541 members 
Entering Unmasked Estep 
Score: -19519466.000000 Penalty: 3933.454834
	Iteration 16Q: 3 clusters Score -1.951947e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -19520298.000000 Penalty: 3933.454834
	Iteration 17Q: 3 clusters Score -1.95203e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -19520990.000000 Penalty: 3933.454834
	Iteration 18Q: 3 clusters Score -1.952099e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -19521756.000000 Penalty: 3933.454834
	Iteration 19Q: 3 clusters Score -1.952176e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -19522452.000000 Penalty: 3933.454834
	Iteration 20F: 3 clusters Score -1.952245e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -19523284.000000 Penalty: 3933.454834
	Iteration 21Q: 3 clusters Score -1.952328e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -19524478.000000 Penalty: 3933.454834
	Iteration 22Q: 3 clusters Score -1.952448e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -19525750.000000 Penalty: 3933.454834
	Iteration 23Q: 3 clusters Score -1.952575e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -19527190.000000 Penalty: 3933.454834
	Iteration 24Q: 3 clusters Score -1.952719e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -19528010.000000 Penalty: 3933.454834
	Iteration 25Q: 3 clusters Score -1.952801e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -19528776.000000 Penalty: 3933.454834
	Iteration 26Q: 3 clusters Score -1.952878e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -19529350.000000 Penalty: 3933.454834
	Iteration 27Q: 3 clusters Score -1.952935e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
Score: -19529566.000000 Penalty: 3933.454834
	Iteration 28Q: 3 clusters Score -1.952957e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -19529736.000000 Penalty: 3933.454834
	Iteration 29Q: 3 clusters Score -1.952974e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 123055 members 
Entering Unmasked Estep 
Score: -19529716.000000 Penalty: 3933.454834
	Iteration 30Q: 3 clusters Score -1.952972e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 125932 members 
Entering Unmasked Estep 
Score: -19529612.000000 Penalty: 3933.454834
	Iteration 31Q: 3 clusters Score -1.952961e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 128706 members 
Entering Unmasked Estep 
Score: -19529542.000000 Penalty: 3933.454834
	Iteration 32Q: 3 clusters Score -1.952954e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 131335 members 
Entering Unmasked Estep 
Score: -19529376.000000 Penalty: 3933.454834
	Iteration 33Q: 3 clusters Score -1.952938e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -19529422.000000 Penalty: 3933.454834
	Iteration 34Q: 3 clusters Score -1.952942e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 136683 members 
Entering Unmasked Estep 
Score: -19529532.000000 Penalty: 3933.454834
	Iteration 35Q: 3 clusters Score -1.952953e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -19529632.000000 Penalty: 3933.454834
	Iteration 36Q: 3 clusters Score -1.952963e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 142056 members 
Entering Unmasked Estep 
Score: -19529860.000000 Penalty: 3933.454834
	Iteration 37Q: 3 clusters Score -1.952986e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 144549 members 
Entering Unmasked Estep 
Score: -19529966.000000 Penalty: 3933.454834
	Iteration 38Q: 3 clusters Score -1.952997e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -19529950.000000 Penalty: 3933.454834
	Iteration 39Q: 3 clusters Score -1.952995e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -19531318.000000 Penalty: 3933.454834
	Iteration 40F: 3 clusters Score -1.953132e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -19531430.000000 Penalty: 3933.454834
	Iteration 41Q: 3 clusters Score -1.953143e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -19531224.000000 Penalty: 3933.454834
	Iteration 42Q: 3 clusters Score -1.953122e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 158577 members 
Entering Unmasked Estep 
Score: -19531100.000000 Penalty: 3933.454834
	Iteration 43Q: 3 clusters Score -1.95311e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 161199 members 
Entering Unmasked Estep 
Score: -19531088.000000 Penalty: 3933.454834
	Iteration 44Q: 3 clusters Score -1.953109e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -19530996.000000 Penalty: 3933.454834
	Iteration 45Q: 3 clusters Score -1.9531e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -19530944.000000 Penalty: 3933.454834
	Iteration 46Q: 3 clusters Score -1.953094e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 167307 members 
Entering Unmasked Estep 
Score: -19530838.000000 Penalty: 3933.454834
	Iteration 47Q: 3 clusters Score -1.953084e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 168884 members 
Entering Unmasked Estep 
Score: -19530620.000000 Penalty: 3933.454834
	Iteration 48Q: 3 clusters Score -1.953062e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 170235 members 
Entering Unmasked Estep 
Score: -19530160.000000 Penalty: 3933.454834
	Iteration 49Q: 3 clusters Score -1.953016e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 171400 members 
Entering Unmasked Estep 
Score: -19529686.000000 Penalty: 3933.454834
	Iteration 50Q: 3 clusters Score -1.952969e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 172358 members 
Entering Unmasked Estep 
Score: -19529408.000000 Penalty: 3933.454834
	Iteration 51Q: 3 clusters Score -1.952941e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 173192 members 
Entering Unmasked Estep 
Score: -19529008.000000 Penalty: 3933.454834
	Iteration 52Q: 3 clusters Score -1.952901e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 173915 members 
Entering Unmasked Estep 
Score: -19528664.000000 Penalty: 3933.454834
	Iteration 53Q: 3 clusters Score -1.952866e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -19528326.000000 Penalty: 3933.454834
	Iteration 54Q: 3 clusters Score -1.952833e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 175125 members 
Entering Unmasked Estep 
Score: -19527996.000000 Penalty: 3933.454834
	Iteration 55Q: 3 clusters Score -1.9528e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 175582 members 
Entering Unmasked Estep 
Score: -19527670.000000 Penalty: 3933.454834
	Iteration 56Q: 3 clusters Score -1.952767e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -19527272.000000 Penalty: 3933.454834
	Iteration 57Q: 3 clusters Score -1.952727e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 176329 members 
Entering Unmasked Estep 
Score: -19526892.000000 Penalty: 3933.454834
	Iteration 58Q: 3 clusters Score -1.952689e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -19526652.000000 Penalty: 3933.454834
	Iteration 59Q: 3 clusters Score -1.952665e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 176896 members 
Entering Unmasked Estep 
Score: -19526398.000000 Penalty: 3933.454834
	Iteration 60F: 3 clusters Score -1.95264e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -19526120.000000 Penalty: 3933.454834
	Iteration 61Q: 3 clusters Score -1.952612e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -19525890.000000 Penalty: 3933.454834
	Iteration 62Q: 3 clusters Score -1.952589e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 177532 members 
Entering Unmasked Estep 
Score: -19525666.000000 Penalty: 3933.454834
	Iteration 63Q: 3 clusters Score -1.952567e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 177654 members 
Entering Unmasked Estep 
Score: -19525532.000000 Penalty: 3933.454834
	Iteration 64Q: 3 clusters Score -1.952553e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 177758 members 
Entering Unmasked Estep 
Score: -19525444.000000 Penalty: 3933.454834
	Iteration 65Q: 3 clusters Score -1.952544e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -19525404.000000 Penalty: 3933.454834
	Iteration 66Q: 3 clusters Score -1.95254e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 177950 members 
Entering Unmasked Estep 
Score: -19525336.000000 Penalty: 3933.454834
	Iteration 67Q: 3 clusters Score -1.952534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 178019 members 
Entering Unmasked Estep 
Score: -19525262.000000 Penalty: 3933.454834
	Iteration 68Q: 3 clusters Score -1.952526e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 178091 members 
Entering Unmasked Estep 
Score: -19525150.000000 Penalty: 3933.454834
	Iteration 69Q: 3 clusters Score -1.952515e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 178156 members 
Entering Unmasked Estep 
Score: -19525118.000000 Penalty: 3933.454834
	Iteration 70Q: 3 clusters Score -1.952512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 178210 members 
Entering Unmasked Estep 
Score: -19525094.000000 Penalty: 3933.454834
	Iteration 71Q: 3 clusters Score -1.952509e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -19525054.000000 Penalty: 3933.454834
	Iteration 72Q: 3 clusters Score -1.952505e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
Score: -19524984.000000 Penalty: 3933.454834
	Iteration 73Q: 3 clusters Score -1.952498e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 178366 members 
Entering Unmasked Estep 
Score: -19524946.000000 Penalty: 3933.454834
	Iteration 74Q: 3 clusters Score -1.952495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 178409 members 
Entering Unmasked Estep 
Score: -19524892.000000 Penalty: 3933.454834
	Iteration 75Q: 3 clusters Score -1.952489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -19524868.000000 Penalty: 3933.454834
	Iteration 76Q: 3 clusters Score -1.952487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 178481 members 
Entering Unmasked Estep 
Score: -19524822.000000 Penalty: 3933.454834
	Iteration 77Q: 3 clusters Score -1.952482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 178518 members 
Entering Unmasked Estep 
Score: -19524784.000000 Penalty: 3933.454834
	Iteration 78Q: 3 clusters Score -1.952478e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -19524778.000000 Penalty: 3933.454834
	Iteration 79Q: 3 clusters Score -1.952478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 178584 members 
Entering Unmasked Estep 
Score: -19524734.000000 Penalty: 3933.454834
	Iteration 80F: 3 clusters Score -1.952473e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 178630 members 
Entering Unmasked Estep 
Score: -19524676.000000 Penalty: 3933.454834
	Iteration 81Q: 3 clusters Score -1.952468e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 178674 members 
Entering Unmasked Estep 
Score: -19524606.000000 Penalty: 3933.454834
	Iteration 82Q: 3 clusters Score -1.952461e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 178713 members 
Entering Unmasked Estep 
Score: -19524562.000000 Penalty: 3933.454834
	Iteration 83Q: 3 clusters Score -1.952456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -19524542.000000 Penalty: 3933.454834
	Iteration 84Q: 3 clusters Score -1.952454e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -19524530.000000 Penalty: 3933.454834
	Iteration 85Q: 3 clusters Score -1.952453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 178800 members 
Entering Unmasked Estep 
Score: -19524476.000000 Penalty: 3933.454834
	Iteration 86Q: 3 clusters Score -1.952448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 178826 members 
Entering Unmasked Estep 
Score: -19524466.000000 Penalty: 3933.454834
	Iteration 87Q: 3 clusters Score -1.952447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 178845 members 
Entering Unmasked Estep 
Score: -19524416.000000 Penalty: 3933.454834
	Iteration 88Q: 3 clusters Score -1.952442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 178860 members 
Entering Unmasked Estep 
Score: -19524404.000000 Penalty: 3933.454834
	Iteration 89Q: 3 clusters Score -1.95244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 178871 members 
Entering Unmasked Estep 
Score: -19524372.000000 Penalty: 3933.454834
	Iteration 90Q: 3 clusters Score -1.952437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -19524348.000000 Penalty: 3933.454834
	Iteration 91Q: 3 clusters Score -1.952435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 178896 members 
Entering Unmasked Estep 
Score: -19524332.000000 Penalty: 3933.454834
	Iteration 92Q: 3 clusters Score -1.952433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 178910 members 
Entering Unmasked Estep 
Score: -19524324.000000 Penalty: 3933.454834
	Iteration 93Q: 3 clusters Score -1.952432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 178928 members 
Entering Unmasked Estep 
Score: -19524316.000000 Penalty: 3933.454834
	Iteration 94Q: 3 clusters Score -1.952432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 178941 members 
Entering Unmasked Estep 
Score: -19524298.000000 Penalty: 3933.454834
	Iteration 95Q: 3 clusters Score -1.95243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 178955 members 
Entering Unmasked Estep 
Score: -19524282.000000 Penalty: 3933.454834
	Iteration 96Q: 3 clusters Score -1.952428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 178977 members 
Entering Unmasked Estep 
Score: -19524230.000000 Penalty: 3933.454834
	Iteration 97Q: 3 clusters Score -1.952423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 178997 members 
Entering Unmasked Estep 
Score: -19524230.000000 Penalty: 3933.454834
	Iteration 98Q: 3 clusters Score -1.952423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 179014 members 
Entering Unmasked Estep 
Score: -19524212.000000 Penalty: 3933.454834
	Iteration 99Q: 3 clusters Score -1.952421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -19524192.000000 Penalty: 3933.454834
	Iteration 100F: 3 clusters Score -1.952419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 179042 members 
Entering Unmasked Estep 
Score: -19524150.000000 Penalty: 3933.454834
	Iteration 101Q: 3 clusters Score -1.952415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -19524152.000000 Penalty: 3933.454834
	Iteration 102Q: 3 clusters Score -1.952415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -19524152.000000 Penalty: 3933.454834
	Iteration 103Q: 3 clusters Score -1.952415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -19524138.000000 Penalty: 3933.454834
	Iteration 104Q: 3 clusters Score -1.952414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 179057 members 
Entering Unmasked Estep 
Score: -19524148.000000 Penalty: 3933.454834
	Iteration 105Q: 3 clusters Score -1.952415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 179060 members 
Entering Unmasked Estep 
Score: -19524126.000000 Penalty: 3933.454834
	Iteration 106Q: 3 clusters Score -1.952413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 179065 members 
Entering Unmasked Estep 
Score: -19524126.000000 Penalty: 3933.454834
	Iteration 107Q: 3 clusters Score -1.952413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 179067 members 
Entering Unmasked Estep 
Score: -19524128.000000 Penalty: 3933.454834
	Iteration 108Q: 3 clusters Score -1.952413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 179069 members 
Entering Unmasked Estep 
Score: -19524114.000000 Penalty: 3933.454834
	Iteration 109Q: 3 clusters Score -1.952411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -19524108.000000 Penalty: 3933.454834
	Iteration 110Q: 3 clusters Score -1.952411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -19524116.000000 Penalty: 3933.454834
	Iteration 111Q: 3 clusters Score -1.952412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 179077 members 
Entering Unmasked Estep 
Score: -19524106.000000 Penalty: 3933.454834
	Iteration 112Q: 3 clusters Score -1.952411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -19524094.000000 Penalty: 3933.454834
	Iteration 113Q: 3 clusters Score -1.952409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 179084 members 
Entering Unmasked Estep 
Score: -19524082.000000 Penalty: 3933.454834
	Iteration 114Q: 3 clusters Score -1.952408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 179084 members 
Entering Unmasked Estep 
Score: -19524082.000000 Penalty: 3933.454834
	Iteration 115F: 3 clusters Score -1.952408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -417827.250000 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -417827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -414422.031250 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -414422 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -415350.375000 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -415350.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -415523.968750 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -415524 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -415653.687500 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -415653.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -415758.718750 Penalty: 2696.377686
	Iteration 4Q: 3 clusters Score -415758.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -415832.781250 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -415832.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -415904.750000 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -415904.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -415989.843750 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -415989.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -416112.500000 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -416112.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -416227.281250 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -416227.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -416332.718750 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -416332.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -416421.812500 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -416421.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -416494.937500 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -416494.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -416563.156250 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -416563.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -416648.218750 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -416648.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -416747.968750 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -416748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -416847.312500 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -416847.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -416934.656250 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -416934.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -416982.187500 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -416982.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -417018.218750 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -417018.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -417060.343750 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -417060.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -417139.312500 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -417139.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -417226.468750 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -417226.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -417322.218750 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -417322.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -417499.000000 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -417499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -417704.281250 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -417704.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -417798.562500 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -417798.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -417845.968750 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -417846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -417875.468750 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -417875.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -417904.000000 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -417904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -417919.562500 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -417919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -417927.812500 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -417927.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -417937.187500 Penalty: 2696.377686
	Iteration 32Q: 3 clusters Score -417937.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -417944.593750 Penalty: 2696.377686
	Iteration 33Q: 3 clusters Score -417944.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -417960.187500 Penalty: 2696.377686
	Iteration 34Q: 3 clusters Score -417960.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -417977.562500 Penalty: 2696.377686
	Iteration 35Q: 3 clusters Score -417977.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -417999.093750 Penalty: 2696.377686
	Iteration 36Q: 3 clusters Score -417999.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -418043.187500 Penalty: 2696.377686
	Iteration 37Q: 3 clusters Score -418043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -418078.625000 Penalty: 2696.377686
	Iteration 38Q: 3 clusters Score -418078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -418091.468750 Penalty: 2696.377686
	Iteration 39Q: 3 clusters Score -418091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -418199.875000 Penalty: 2696.377686
	Iteration 40F: 3 clusters Score -418199.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -418472.000000 Penalty: 2696.377686
	Iteration 41Q: 3 clusters Score -418472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -418494.718750 Penalty: 2696.377686
	Iteration 42Q: 3 clusters Score -418494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -418501.656250 Penalty: 2696.377686
	Iteration 43Q: 3 clusters Score -418501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -418501.468750 Penalty: 2696.377686
	Iteration 44Q: 3 clusters Score -418501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -418501.468750 Penalty: 2696.377686
	Iteration 45F: 3 clusters Score -418501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176335 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 30 contains 1716 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110647 members 
Mstep: Class 34 contains 33573 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037776.000000 Penalty: 82904.648438
Splitting cluster 20 changes total score from -101038032.000000 to -101037776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (25974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Entering Unmasked Estep 
Score: -2697227.500000 Penalty: 1651.788330
	Iteration 0F: 2 clusters Score -2697228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2679619.000000 Penalty: 3303.576660
	Iteration 0F: 3 clusters Score -2679619 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2686060.500000 Penalty: 3303.576660
	Iteration 1F: 3 clusters Score -2686060 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2686358.000000 Penalty: 3303.576660
	Iteration 2Q: 3 clusters Score -2686358 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2686695.500000 Penalty: 3303.576660
	Iteration 3Q: 3 clusters Score -2686696 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2687053.500000 Penalty: 3303.576660
	Iteration 4Q: 3 clusters Score -2687054 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2687494.000000 Penalty: 3303.576660
	Iteration 5Q: 3 clusters Score -2687494 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2688085.750000 Penalty: 3303.576660
	Iteration 6Q: 3 clusters Score -2688086 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2688767.750000 Penalty: 3303.576660
	Iteration 7Q: 3 clusters Score -2688768 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2689469.000000 Penalty: 3303.576660
	Iteration 8Q: 3 clusters Score -2689469 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2690213.250000 Penalty: 3303.576660
	Iteration 9Q: 3 clusters Score -2690213 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2690829.250000 Penalty: 3303.576660
	Iteration 10Q: 3 clusters Score -2690829 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2691312.500000 Penalty: 3303.576660
	Iteration 11Q: 3 clusters Score -2691312 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2691701.000000 Penalty: 3303.576660
	Iteration 12Q: 3 clusters Score -2691701 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2691957.000000 Penalty: 3303.576660
	Iteration 13Q: 3 clusters Score -2691957 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2692161.500000 Penalty: 3303.576660
	Iteration 14Q: 3 clusters Score -2692162 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2692283.500000 Penalty: 3303.576660
	Iteration 15Q: 3 clusters Score -2692284 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2692397.500000 Penalty: 3303.576660
	Iteration 16Q: 3 clusters Score -2692398 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2692518.000000 Penalty: 3303.576660
	Iteration 17Q: 3 clusters Score -2692518 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2692632.500000 Penalty: 3303.576660
	Iteration 18Q: 3 clusters Score -2692632 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2692760.500000 Penalty: 3303.576660
	Iteration 19Q: 3 clusters Score -2692760 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2692891.000000 Penalty: 3303.576660
	Iteration 20F: 3 clusters Score -2692891 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2693016.500000 Penalty: 3303.576660
	Iteration 21Q: 3 clusters Score -2693016 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2693151.250000 Penalty: 3303.576660
	Iteration 22Q: 3 clusters Score -2693151 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2693300.500000 Penalty: 3303.576660
	Iteration 23Q: 3 clusters Score -2693300 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2693508.750000 Penalty: 3303.576660
	Iteration 24Q: 3 clusters Score -2693509 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2693698.750000 Penalty: 3303.576660
	Iteration 25Q: 3 clusters Score -2693699 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2693882.250000 Penalty: 3303.576660
	Iteration 26Q: 3 clusters Score -2693882 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2694101.250000 Penalty: 3303.576660
	Iteration 27Q: 3 clusters Score -2694101 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2694340.750000 Penalty: 3303.576660
	Iteration 28Q: 3 clusters Score -2694341 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2694581.500000 Penalty: 3303.576660
	Iteration 29Q: 3 clusters Score -2694582 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2694799.250000 Penalty: 3303.576660
	Iteration 30Q: 3 clusters Score -2694799 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2695007.750000 Penalty: 3303.576660
	Iteration 31Q: 3 clusters Score -2695008 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2695183.250000 Penalty: 3303.576660
	Iteration 32Q: 3 clusters Score -2695183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2695325.000000 Penalty: 3303.576660
	Iteration 33Q: 3 clusters Score -2695325 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2695449.000000 Penalty: 3303.576660
	Iteration 34Q: 3 clusters Score -2695449 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -2695547.750000 Penalty: 3303.576660
	Iteration 35Q: 3 clusters Score -2695548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2695602.500000 Penalty: 3303.576660
	Iteration 36Q: 3 clusters Score -2695602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2695653.250000 Penalty: 3303.576660
	Iteration 37Q: 3 clusters Score -2695653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2695696.250000 Penalty: 3303.576660
	Iteration 38Q: 3 clusters Score -2695696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2695736.750000 Penalty: 3303.576660
	Iteration 39Q: 3 clusters Score -2695737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2695752.250000 Penalty: 3303.576660
	Iteration 40F: 3 clusters Score -2695752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2695774.000000 Penalty: 3303.576660
	Iteration 41Q: 3 clusters Score -2695774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2695782.000000 Penalty: 3303.576660
	Iteration 42Q: 3 clusters Score -2695782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2695792.250000 Penalty: 3303.576660
	Iteration 43Q: 3 clusters Score -2695792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2695799.000000 Penalty: 3303.576660
	Iteration 44Q: 3 clusters Score -2695799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2695809.750000 Penalty: 3303.576660
	Iteration 45Q: 3 clusters Score -2695810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2695814.500000 Penalty: 3303.576660
	Iteration 46Q: 3 clusters Score -2695814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2695819.500000 Penalty: 3303.576660
	Iteration 47Q: 3 clusters Score -2695820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -2695825.750000 Penalty: 3303.576660
	Iteration 48Q: 3 clusters Score -2695826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2695830.250000 Penalty: 3303.576660
	Iteration 49Q: 3 clusters Score -2695830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2695831.250000 Penalty: 3303.576660
	Iteration 50Q: 3 clusters Score -2695831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2695835.250000 Penalty: 3303.576660
	Iteration 51Q: 3 clusters Score -2695835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2695835.500000 Penalty: 3303.576660
	Iteration 52Q: 3 clusters Score -2695836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -2695839.000000 Penalty: 3303.576660
	Iteration 53Q: 3 clusters Score -2695839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -2695841.750000 Penalty: 3303.576660
	Iteration 54Q: 3 clusters Score -2695842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2695845.500000 Penalty: 3303.576660
	Iteration 55Q: 3 clusters Score -2695846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2695845.750000 Penalty: 3303.576660
	Iteration 56Q: 3 clusters Score -2695846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2695846.000000 Penalty: 3303.576660
	Iteration 57Q: 3 clusters Score -2695846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -2695848.250000 Penalty: 3303.576660
	Iteration 58Q: 3 clusters Score -2695848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2695848.750000 Penalty: 3303.576660
	Iteration 59Q: 3 clusters Score -2695849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2695850.250000 Penalty: 3303.576660
	Iteration 60F: 3 clusters Score -2695850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2695853.500000 Penalty: 3303.576660
	Iteration 61Q: 3 clusters Score -2695854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2695854.750000 Penalty: 3303.576660
	Iteration 62Q: 3 clusters Score -2695855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2695856.750000 Penalty: 3303.576660
	Iteration 63Q: 3 clusters Score -2695857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2695856.750000 Penalty: 3303.576660
	Iteration 64F: 3 clusters Score -2695857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -12700.476562 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -12700.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11936.995117 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -11937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12264.310547 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -12264.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12330.479492 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -12330.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12381.307617 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -12381.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12409.288086 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -12409.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12460.131836 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -12460.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12518.086914 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -12518.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12543.032227 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -12543.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12574.021484 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -12574.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12605.448242 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -12605.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12655.916992 Penalty: 1783.904785
	Iteration 10Q: 3 clusters Score -12655.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12710.536133 Penalty: 1783.904785
	Iteration 11Q: 3 clusters Score -12710.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12798.358398 Penalty: 1783.904785
	Iteration 12Q: 3 clusters Score -12798.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12857.784180 Penalty: 1783.904785
	Iteration 13Q: 3 clusters Score -12857.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12864.991211 Penalty: 1783.904785
	Iteration 14Q: 3 clusters Score -12864.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12872.180664 Penalty: 1783.904785
	Iteration 15Q: 3 clusters Score -12872.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12873.700195 Penalty: 1783.904785
	Iteration 16Q: 3 clusters Score -12873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12875.319336 Penalty: 1783.904785
	Iteration 17Q: 3 clusters Score -12875.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12876.345703 Penalty: 1783.904785
	Iteration 18Q: 3 clusters Score -12876.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12877.704102 Penalty: 1783.904785
	Iteration 19F: 3 clusters Score -12877.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13020.628906 Penalty: 1783.904785
	Iteration 20F: 3 clusters Score -13020.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13075.063477 Penalty: 1783.904785
	Iteration 21Q: 3 clusters Score -13075.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13086.844727 Penalty: 1783.904785
	Iteration 22Q: 3 clusters Score -13086.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13094.585938 Penalty: 1783.904785
	Iteration 23Q: 3 clusters Score -13094.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13103.500977 Penalty: 1783.904785
	Iteration 24Q: 3 clusters Score -13103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13124.091797 Penalty: 1783.904785
	Iteration 25Q: 3 clusters Score -13124.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13124.091797 Penalty: 1783.904785
	Iteration 26F: 3 clusters Score -13124.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 176335 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 30 contains 122 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110647 members 
Mstep: Class 34 contains 33573 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037000.000000 Penalty: 82904.648438
Splitting cluster 22 changes total score from -101038032.000000 to -101037000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (176335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Entering Unmasked Estep 
Score: -18644136.000000 Penalty: 1963.022949
	Iteration 0F: 2 clusters Score -1.864414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -18525536.000000 Penalty: 3926.045898
	Iteration 0F: 3 clusters Score -1.852554e+07 nChanged 85339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -18576304.000000 Penalty: 3926.045898
	Iteration 1F: 3 clusters Score -1.85763e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -18577392.000000 Penalty: 3926.045898
	Iteration 2Q: 3 clusters Score -1.857739e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92356 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -18578762.000000 Penalty: 3926.045898
	Iteration 3Q: 3 clusters Score -1.857876e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -18580548.000000 Penalty: 3926.045898
	Iteration 4Q: 3 clusters Score -1.858055e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -18582896.000000 Penalty: 3926.045898
	Iteration 5Q: 3 clusters Score -1.85829e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101757 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -18586470.000000 Penalty: 3926.045898
	Iteration 6Q: 3 clusters Score -1.858647e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107519 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -18592300.000000 Penalty: 3926.045898
	Iteration 7F: 3 clusters Score -1.85923e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114108 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -18600200.000000 Penalty: 3926.045898
	Iteration 8F: 3 clusters Score -1.86002e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120235 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -18608492.000000 Penalty: 3926.045898
	Iteration 9F: 3 clusters Score -1.860849e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125216 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -18614238.000000 Penalty: 3926.045898
	Iteration 10F: 3 clusters Score -1.861424e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129269 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -18617214.000000 Penalty: 3926.045898
	Iteration 11Q: 3 clusters Score -1.861721e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133091 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -18618946.000000 Penalty: 3926.045898
	Iteration 12Q: 3 clusters Score -1.861895e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136960 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -18620534.000000 Penalty: 3926.045898
	Iteration 13Q: 3 clusters Score -1.862053e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140925 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -18622156.000000 Penalty: 3926.045898
	Iteration 14Q: 3 clusters Score -1.862216e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -18623902.000000 Penalty: 3926.045898
	Iteration 15Q: 3 clusters Score -1.86239e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149059 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -18625798.000000 Penalty: 3926.045898
	Iteration 16Q: 3 clusters Score -1.86258e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152999 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -18627780.000000 Penalty: 3926.045898
	Iteration 17Q: 3 clusters Score -1.862778e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -18629910.000000 Penalty: 3926.045898
	Iteration 18Q: 3 clusters Score -1.862991e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160579 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -18632030.000000 Penalty: 3926.045898
	Iteration 19Q: 3 clusters Score -1.863203e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -18634032.000000 Penalty: 3926.045898
	Iteration 20F: 3 clusters Score -1.863403e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -18635904.000000 Penalty: 3926.045898
	Iteration 21Q: 3 clusters Score -1.86359e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169270 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -18637666.000000 Penalty: 3926.045898
	Iteration 22Q: 3 clusters Score -1.863767e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -18639112.000000 Penalty: 3926.045898
	Iteration 23Q: 3 clusters Score -1.863911e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172932 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -18640214.000000 Penalty: 3926.045898
	Iteration 24Q: 3 clusters Score -1.864021e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174066 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18641120.000000 Penalty: 3926.045898
	Iteration 25Q: 3 clusters Score -1.864112e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18641642.000000 Penalty: 3926.045898
	Iteration 26Q: 3 clusters Score -1.864164e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18642014.000000 Penalty: 3926.045898
	Iteration 27Q: 3 clusters Score -1.864201e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175565 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -18642182.000000 Penalty: 3926.045898
	Iteration 28Q: 3 clusters Score -1.864218e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175705 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18642242.000000 Penalty: 3926.045898
	Iteration 29Q: 3 clusters Score -1.864224e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18642300.000000 Penalty: 3926.045898
	Iteration 30Q: 3 clusters Score -1.86423e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18642314.000000 Penalty: 3926.045898
	Iteration 31Q: 3 clusters Score -1.864231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175912 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -18642378.000000 Penalty: 3926.045898
	Iteration 32Q: 3 clusters Score -1.864238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -18642394.000000 Penalty: 3926.045898
	Iteration 33Q: 3 clusters Score -1.864239e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18642404.000000 Penalty: 3926.045898
	Iteration 34Q: 3 clusters Score -1.86424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18642380.000000 Penalty: 3926.045898
	Iteration 35Q: 3 clusters Score -1.864238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18642394.000000 Penalty: 3926.045898
	Iteration 36Q: 3 clusters Score -1.864239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175997 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -18642394.000000 Penalty: 3926.045898
	Iteration 37Q: 3 clusters Score -1.864239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176002 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18642412.000000 Penalty: 3926.045898
	Iteration 38Q: 3 clusters Score -1.864241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18642418.000000 Penalty: 3926.045898
	Iteration 39Q: 3 clusters Score -1.864242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18642414.000000 Penalty: 3926.045898
	Iteration 40F: 3 clusters Score -1.864241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176019 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18642414.000000 Penalty: 3926.045898
	Iteration 41Q: 3 clusters Score -1.864241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18642410.000000 Penalty: 3926.045898
	Iteration 42Q: 3 clusters Score -1.864241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18642420.000000 Penalty: 3926.045898
	Iteration 43Q: 3 clusters Score -1.864242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176026 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18642418.000000 Penalty: 3926.045898
	Iteration 44Q: 3 clusters Score -1.864242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18642426.000000 Penalty: 3926.045898
	Iteration 45Q: 3 clusters Score -1.864243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18642416.000000 Penalty: 3926.045898
	Iteration 46Q: 3 clusters Score -1.864242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18642416.000000 Penalty: 3926.045898
	Iteration 47F: 3 clusters Score -1.864242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -277537.156250 Penalty: 1287.308472
	Iteration 0F: 2 clusters Score -277537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -274973.500000 Penalty: 2574.616943
	Iteration 0F: 3 clusters Score -274973.5 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -275579.031250 Penalty: 2574.616943
	Iteration 1F: 3 clusters Score -275579 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -275726.375000 Penalty: 2574.616943
	Iteration 2F: 3 clusters Score -275726.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -275824.031250 Penalty: 2574.616943
	Iteration 3F: 3 clusters Score -275824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -275892.000000 Penalty: 2574.616943
	Iteration 4Q: 3 clusters Score -275892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -275947.187500 Penalty: 2574.616943
	Iteration 5Q: 3 clusters Score -275947.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -275985.093750 Penalty: 2574.616943
	Iteration 6Q: 3 clusters Score -275985.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -276018.437500 Penalty: 2574.616943
	Iteration 7Q: 3 clusters Score -276018.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -276044.156250 Penalty: 2574.616943
	Iteration 8Q: 3 clusters Score -276044.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -276071.593750 Penalty: 2574.616943
	Iteration 9Q: 3 clusters Score -276071.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -276098.406250 Penalty: 2574.616943
	Iteration 10Q: 3 clusters Score -276098.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -276129.000000 Penalty: 2574.616943
	Iteration 11Q: 3 clusters Score -276129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -276164.500000 Penalty: 2574.616943
	Iteration 12Q: 3 clusters Score -276164.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -276192.281250 Penalty: 2574.616943
	Iteration 13Q: 3 clusters Score -276192.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -276225.375000 Penalty: 2574.616943
	Iteration 14Q: 3 clusters Score -276225.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -276251.187500 Penalty: 2574.616943
	Iteration 15Q: 3 clusters Score -276251.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -276283.250000 Penalty: 2574.616943
	Iteration 16Q: 3 clusters Score -276283.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -276312.687500 Penalty: 2574.616943
	Iteration 17Q: 3 clusters Score -276312.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -276334.437500 Penalty: 2574.616943
	Iteration 18Q: 3 clusters Score -276334.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -276350.843750 Penalty: 2574.616943
	Iteration 19Q: 3 clusters Score -276350.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -276363.718750 Penalty: 2574.616943
	Iteration 20F: 3 clusters Score -276363.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -276378.875000 Penalty: 2574.616943
	Iteration 21Q: 3 clusters Score -276378.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -276395.937500 Penalty: 2574.616943
	Iteration 22Q: 3 clusters Score -276395.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -276416.843750 Penalty: 2574.616943
	Iteration 23Q: 3 clusters Score -276416.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -276430.187500 Penalty: 2574.616943
	Iteration 24Q: 3 clusters Score -276430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -276439.312500 Penalty: 2574.616943
	Iteration 25Q: 3 clusters Score -276439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -276443.875000 Penalty: 2574.616943
	Iteration 26Q: 3 clusters Score -276443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -276446.562500 Penalty: 2574.616943
	Iteration 27Q: 3 clusters Score -276446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -276451.062500 Penalty: 2574.616943
	Iteration 28Q: 3 clusters Score -276451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -276454.656250 Penalty: 2574.616943
	Iteration 29Q: 3 clusters Score -276454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -276457.000000 Penalty: 2574.616943
	Iteration 30Q: 3 clusters Score -276457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -276460.312500 Penalty: 2574.616943
	Iteration 31Q: 3 clusters Score -276460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -276462.125000 Penalty: 2574.616943
	Iteration 32Q: 3 clusters Score -276462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -276463.562500 Penalty: 2574.616943
	Iteration 33Q: 3 clusters Score -276463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -276464.843750 Penalty: 2574.616943
	Iteration 34Q: 3 clusters Score -276464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -276466.812500 Penalty: 2574.616943
	Iteration 35Q: 3 clusters Score -276466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -276468.406250 Penalty: 2574.616943
	Iteration 36Q: 3 clusters Score -276468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -276469.375000 Penalty: 2574.616943
	Iteration 37Q: 3 clusters Score -276469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -276470.000000 Penalty: 2574.616943
	Iteration 38Q: 3 clusters Score -276470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -276470.125000 Penalty: 2574.616943
	Iteration 39Q: 3 clusters Score -276470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -276470.125000 Penalty: 2574.616943
	Iteration 40F: 3 clusters Score -276470.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Entering Unmasked Estep 
Score: -11207874.000000 Penalty: 1878.026489
	Iteration 0F: 2 clusters Score -1.120787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -11138536.000000 Penalty: 3756.052979
	Iteration 0F: 3 clusters Score -1.113854e+07 nChanged 50057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -11167050.000000 Penalty: 3756.052979
	Iteration 1F: 3 clusters Score -1.116705e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -11167695.000000 Penalty: 3756.052979
	Iteration 2Q: 3 clusters Score -1.11677e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -11168566.000000 Penalty: 3756.052979
	Iteration 3Q: 3 clusters Score -1.116857e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -11170082.000000 Penalty: 3756.052979
	Iteration 4Q: 3 clusters Score -1.117008e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -11172478.000000 Penalty: 3756.052979
	Iteration 5Q: 3 clusters Score -1.117248e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -11176879.000000 Penalty: 3756.052979
	Iteration 6F: 3 clusters Score -1.117688e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -11183872.000000 Penalty: 3756.052979
	Iteration 7F: 3 clusters Score -1.118387e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -11192427.000000 Penalty: 3756.052979
	Iteration 8F: 3 clusters Score -1.119243e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -11199655.000000 Penalty: 3756.052979
	Iteration 9F: 3 clusters Score -1.119966e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -11203653.000000 Penalty: 3756.052979
	Iteration 10Q: 3 clusters Score -1.120365e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11205208.000000 Penalty: 3756.052979
	Iteration 11Q: 3 clusters Score -1.120521e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11205783.000000 Penalty: 3756.052979
	Iteration 12Q: 3 clusters Score -1.120578e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11206047.000000 Penalty: 3756.052979
	Iteration 13Q: 3 clusters Score -1.120605e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104118 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11206139.000000 Penalty: 3756.052979
	Iteration 14Q: 3 clusters Score -1.120614e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11206212.000000 Penalty: 3756.052979
	Iteration 15Q: 3 clusters Score -1.120621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11206227.000000 Penalty: 3756.052979
	Iteration 16Q: 3 clusters Score -1.120623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11206248.000000 Penalty: 3756.052979
	Iteration 17Q: 3 clusters Score -1.120625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11206276.000000 Penalty: 3756.052979
	Iteration 18Q: 3 clusters Score -1.120628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104214 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11206287.000000 Penalty: 3756.052979
	Iteration 19Q: 3 clusters Score -1.120629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104214 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11206284.000000 Penalty: 3756.052979
	Iteration 20F: 3 clusters Score -1.120628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11206286.000000 Penalty: 3756.052979
	Iteration 21Q: 3 clusters Score -1.120629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11206287.000000 Penalty: 3756.052979
	Iteration 22Q: 3 clusters Score -1.120629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11206289.000000 Penalty: 3756.052979
	Iteration 23Q: 3 clusters Score -1.120629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11206294.000000 Penalty: 3756.052979
	Iteration 24Q: 3 clusters Score -1.120629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104228 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11206297.000000 Penalty: 3756.052979
	Iteration 25Q: 3 clusters Score -1.12063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11206302.000000 Penalty: 3756.052979
	Iteration 26Q: 3 clusters Score -1.12063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11206304.000000 Penalty: 3756.052979
	Iteration 27Q: 3 clusters Score -1.12063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11206307.000000 Penalty: 3756.052979
	Iteration 28Q: 3 clusters Score -1.120631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11206301.000000 Penalty: 3756.052979
	Iteration 29Q: 3 clusters Score -1.12063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11206305.000000 Penalty: 3756.052979
	Iteration 30Q: 3 clusters Score -1.12063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11206307.000000 Penalty: 3756.052979
	Iteration 31Q: 3 clusters Score -1.120631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11206309.000000 Penalty: 3756.052979
	Iteration 32Q: 3 clusters Score -1.120631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11206306.000000 Penalty: 3756.052979
	Iteration 33Q: 3 clusters Score -1.120631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11206306.000000 Penalty: 3756.052979
	Iteration 34F: 3 clusters Score -1.120631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1592314.750000 Penalty: 1568.482788
	Iteration 0F: 2 clusters Score -1592315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1581532.625000 Penalty: 3136.965576
	Iteration 0F: 3 clusters Score -1581533 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1585507.125000 Penalty: 3136.965576
	Iteration 1F: 3 clusters Score -1585507 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1586103.875000 Penalty: 3136.965576
	Iteration 2F: 3 clusters Score -1586104 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1586821.125000 Penalty: 3136.965576
	Iteration 3F: 3 clusters Score -1586821 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1587569.625000 Penalty: 3136.965576
	Iteration 4F: 3 clusters Score -1587570 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1588273.500000 Penalty: 3136.965576
	Iteration 5F: 3 clusters Score -1588274 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1588894.000000 Penalty: 3136.965576
	Iteration 6F: 3 clusters Score -1588894 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1589417.125000 Penalty: 3136.965576
	Iteration 7Q: 3 clusters Score -1589417 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1589852.125000 Penalty: 3136.965576
	Iteration 8Q: 3 clusters Score -1589852 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1590235.125000 Penalty: 3136.965576
	Iteration 9Q: 3 clusters Score -1590235 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1590554.500000 Penalty: 3136.965576
	Iteration 10Q: 3 clusters Score -1590554 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1590737.375000 Penalty: 3136.965576
	Iteration 11Q: 3 clusters Score -1590737 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1590866.375000 Penalty: 3136.965576
	Iteration 12Q: 3 clusters Score -1590866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1590948.625000 Penalty: 3136.965576
	Iteration 13Q: 3 clusters Score -1590949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1591009.375000 Penalty: 3136.965576
	Iteration 14Q: 3 clusters Score -1591009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1591051.000000 Penalty: 3136.965576
	Iteration 15Q: 3 clusters Score -1591051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1591076.750000 Penalty: 3136.965576
	Iteration 16Q: 3 clusters Score -1591077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1591095.250000 Penalty: 3136.965576
	Iteration 17Q: 3 clusters Score -1591095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1591108.750000 Penalty: 3136.965576
	Iteration 18Q: 3 clusters Score -1591109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1591113.750000 Penalty: 3136.965576
	Iteration 19Q: 3 clusters Score -1591114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1591118.125000 Penalty: 3136.965576
	Iteration 20F: 3 clusters Score -1591118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1591121.250000 Penalty: 3136.965576
	Iteration 21Q: 3 clusters Score -1591121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1591126.000000 Penalty: 3136.965576
	Iteration 22Q: 3 clusters Score -1591126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1591125.000000 Penalty: 3136.965576
	Iteration 23Q: 3 clusters Score -1591125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1591127.000000 Penalty: 3136.965576
	Iteration 24Q: 3 clusters Score -1591127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1591128.750000 Penalty: 3136.965576
	Iteration 25Q: 3 clusters Score -1591129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1591128.500000 Penalty: 3136.965576
	Iteration 26Q: 3 clusters Score -1591128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1591128.500000 Penalty: 3136.965576
	Iteration 27F: 3 clusters Score -1591128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Entering Unmasked Estep 
Score: -1173357.875000 Penalty: 1507.690063
	Iteration 0F: 2 clusters Score -1173358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1165748.500000 Penalty: 3015.380127
	Iteration 0F: 3 clusters Score -1165748 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1168314.250000 Penalty: 3015.380127
	Iteration 1F: 3 clusters Score -1168314 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1168553.250000 Penalty: 3015.380127
	Iteration 2F: 3 clusters Score -1168553 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1168759.375000 Penalty: 3015.380127
	Iteration 3Q: 3 clusters Score -1168759 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1168954.125000 Penalty: 3015.380127
	Iteration 4Q: 3 clusters Score -1168954 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1169150.625000 Penalty: 3015.380127
	Iteration 5Q: 3 clusters Score -1169151 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1169357.000000 Penalty: 3015.380127
	Iteration 6Q: 3 clusters Score -1169357 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1169608.750000 Penalty: 3015.380127
	Iteration 7Q: 3 clusters Score -1169609 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1169919.125000 Penalty: 3015.380127
	Iteration 8Q: 3 clusters Score -1169919 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1170248.250000 Penalty: 3015.380127
	Iteration 9Q: 3 clusters Score -1170248 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1170609.125000 Penalty: 3015.380127
	Iteration 10Q: 3 clusters Score -1170609 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1170991.500000 Penalty: 3015.380127
	Iteration 11Q: 3 clusters Score -1170992 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1171304.625000 Penalty: 3015.380127
	Iteration 12Q: 3 clusters Score -1171305 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1171524.250000 Penalty: 3015.380127
	Iteration 13Q: 3 clusters Score -1171524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1171690.625000 Penalty: 3015.380127
	Iteration 14Q: 3 clusters Score -1171691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1171813.375000 Penalty: 3015.380127
	Iteration 15Q: 3 clusters Score -1171813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1171892.625000 Penalty: 3015.380127
	Iteration 16Q: 3 clusters Score -1171893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1171937.625000 Penalty: 3015.380127
	Iteration 17Q: 3 clusters Score -1171938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1171966.125000 Penalty: 3015.380127
	Iteration 18Q: 3 clusters Score -1171966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1171999.625000 Penalty: 3015.380127
	Iteration 19Q: 3 clusters Score -1172000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1172015.625000 Penalty: 3015.380127
	Iteration 20F: 3 clusters Score -1172016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1172031.250000 Penalty: 3015.380127
	Iteration 21Q: 3 clusters Score -1172031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1172039.875000 Penalty: 3015.380127
	Iteration 22Q: 3 clusters Score -1172040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1172044.500000 Penalty: 3015.380127
	Iteration 23Q: 3 clusters Score -1172044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1172046.750000 Penalty: 3015.380127
	Iteration 24Q: 3 clusters Score -1172047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1172052.250000 Penalty: 3015.380127
	Iteration 25Q: 3 clusters Score -1172052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1172053.375000 Penalty: 3015.380127
	Iteration 26Q: 3 clusters Score -1172053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1172056.375000 Penalty: 3015.380127
	Iteration 27Q: 3 clusters Score -1172056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1172057.375000 Penalty: 3015.380127
	Iteration 28Q: 3 clusters Score -1172057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1172056.750000 Penalty: 3015.380127
	Iteration 29Q: 3 clusters Score -1172057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1172056.750000 Penalty: 3015.380127
	Iteration 30F: 3 clusters Score -1172057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Entering Unmasked Estep 
Score: -1598533.750000 Penalty: 1560.343140
	Iteration 0F: 2 clusters Score -1598534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1588337.125000 Penalty: 3120.686279
	Iteration 0F: 3 clusters Score -1588337 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1592081.250000 Penalty: 3120.686279
	Iteration 1F: 3 clusters Score -1592081 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1592832.000000 Penalty: 3120.686279
	Iteration 2F: 3 clusters Score -1592832 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1593808.000000 Penalty: 3120.686279
	Iteration 3F: 3 clusters Score -1593808 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1594819.125000 Penalty: 3120.686279
	Iteration 4F: 3 clusters Score -1594819 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1595666.375000 Penalty: 3120.686279
	Iteration 5F: 3 clusters Score -1595666 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1596286.750000 Penalty: 3120.686279
	Iteration 6F: 3 clusters Score -1596287 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1596774.250000 Penalty: 3120.686279
	Iteration 7F: 3 clusters Score -1596774 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1597125.875000 Penalty: 3120.686279
	Iteration 8Q: 3 clusters Score -1597126 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1597380.375000 Penalty: 3120.686279
	Iteration 9Q: 3 clusters Score -1597380 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1597549.000000 Penalty: 3120.686279
	Iteration 10Q: 3 clusters Score -1597549 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1597701.625000 Penalty: 3120.686279
	Iteration 11Q: 3 clusters Score -1597702 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1597819.875000 Penalty: 3120.686279
	Iteration 12Q: 3 clusters Score -1597820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1597926.750000 Penalty: 3120.686279
	Iteration 13Q: 3 clusters Score -1597927 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1598027.000000 Penalty: 3120.686279
	Iteration 14Q: 3 clusters Score -1598027 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1598095.000000 Penalty: 3120.686279
	Iteration 15Q: 3 clusters Score -1598095 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1598162.625000 Penalty: 3120.686279
	Iteration 16Q: 3 clusters Score -1598163 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1598228.750000 Penalty: 3120.686279
	Iteration 17Q: 3 clusters Score -1598229 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1598287.250000 Penalty: 3120.686279
	Iteration 18Q: 3 clusters Score -1598287 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1598321.500000 Penalty: 3120.686279
	Iteration 19Q: 3 clusters Score -1598322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1598350.125000 Penalty: 3120.686279
	Iteration 20F: 3 clusters Score -1598350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1598382.625000 Penalty: 3120.686279
	Iteration 21Q: 3 clusters Score -1598383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1598397.375000 Penalty: 3120.686279
	Iteration 22Q: 3 clusters Score -1598397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1598411.000000 Penalty: 3120.686279
	Iteration 23Q: 3 clusters Score -1598411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1598418.625000 Penalty: 3120.686279
	Iteration 24Q: 3 clusters Score -1598419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1598419.625000 Penalty: 3120.686279
	Iteration 25Q: 3 clusters Score -1598420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1598426.500000 Penalty: 3120.686279
	Iteration 26Q: 3 clusters Score -1598426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1598435.000000 Penalty: 3120.686279
	Iteration 27Q: 3 clusters Score -1598435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1598435.500000 Penalty: 3120.686279
	Iteration 28Q: 3 clusters Score -1598436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1598440.750000 Penalty: 3120.686279
	Iteration 29Q: 3 clusters Score -1598441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1598442.750000 Penalty: 3120.686279
	Iteration 30Q: 3 clusters Score -1598443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1598445.625000 Penalty: 3120.686279
	Iteration 31Q: 3 clusters Score -1598446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1598449.250000 Penalty: 3120.686279
	Iteration 32Q: 3 clusters Score -1598449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1598449.250000 Penalty: 3120.686279
	Iteration 33Q: 3 clusters Score -1598449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1598453.000000 Penalty: 3120.686279
	Iteration 34Q: 3 clusters Score -1598453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1598452.250000 Penalty: 3120.686279
	Iteration 35Q: 3 clusters Score -1598452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1598450.625000 Penalty: 3120.686279
	Iteration 36Q: 3 clusters Score -1598451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1598457.750000 Penalty: 3120.686279
	Iteration 37Q: 3 clusters Score -1598458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1598460.750000 Penalty: 3120.686279
	Iteration 38Q: 3 clusters Score -1598461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1598456.250000 Penalty: 3120.686279
	Iteration 39Q: 3 clusters Score -1598456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1598460.125000 Penalty: 3120.686279
	Iteration 40F: 3 clusters Score -1598460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1598463.625000 Penalty: 3120.686279
	Iteration 41Q: 3 clusters Score -1598464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1598464.000000 Penalty: 3120.686279
	Iteration 42Q: 3 clusters Score -1598464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1598465.125000 Penalty: 3120.686279
	Iteration 43Q: 3 clusters Score -1598465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1598465.250000 Penalty: 3120.686279
	Iteration 44Q: 3 clusters Score -1598465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1598471.500000 Penalty: 3120.686279
	Iteration 45Q: 3 clusters Score -1598472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1598467.625000 Penalty: 3120.686279
	Iteration 46Q: 3 clusters Score -1598468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1598469.375000 Penalty: 3120.686279
	Iteration 47Q: 3 clusters Score -1598469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1598471.625000 Penalty: 3120.686279
	Iteration 48Q: 3 clusters Score -1598472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1598472.875000 Penalty: 3120.686279
	Iteration 49Q: 3 clusters Score -1598473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1598473.625000 Penalty: 3120.686279
	Iteration 50Q: 3 clusters Score -1598474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1598476.875000 Penalty: 3120.686279
	Iteration 51Q: 3 clusters Score -1598477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1598478.250000 Penalty: 3120.686279
	Iteration 52Q: 3 clusters Score -1598478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1598477.375000 Penalty: 3120.686279
	Iteration 53Q: 3 clusters Score -1598477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1598475.375000 Penalty: 3120.686279
	Iteration 54Q: 3 clusters Score -1598475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1598476.000000 Penalty: 3120.686279
	Iteration 55Q: 3 clusters Score -1598476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1598476.500000 Penalty: 3120.686279
	Iteration 56Q: 3 clusters Score -1598476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1598473.375000 Penalty: 3120.686279
	Iteration 57Q: 3 clusters Score -1598473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1598475.250000 Penalty: 3120.686279
	Iteration 58Q: 3 clusters Score -1598475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1598473.625000 Penalty: 3120.686279
	Iteration 59Q: 3 clusters Score -1598474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1598480.000000 Penalty: 3120.686279
	Iteration 60F: 3 clusters Score -1598480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1598481.875000 Penalty: 3120.686279
	Iteration 61Q: 3 clusters Score -1598482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1598484.375000 Penalty: 3120.686279
	Iteration 62Q: 3 clusters Score -1598484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1598483.000000 Penalty: 3120.686279
	Iteration 63Q: 3 clusters Score -1598483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1598485.250000 Penalty: 3120.686279
	Iteration 64Q: 3 clusters Score -1598485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1598485.875000 Penalty: 3120.686279
	Iteration 65Q: 3 clusters Score -1598486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1598488.250000 Penalty: 3120.686279
	Iteration 66Q: 3 clusters Score -1598488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1598489.500000 Penalty: 3120.686279
	Iteration 67Q: 3 clusters Score -1598490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1598487.250000 Penalty: 3120.686279
	Iteration 68Q: 3 clusters Score -1598487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1598486.875000 Penalty: 3120.686279
	Iteration 69Q: 3 clusters Score -1598487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1598487.125000 Penalty: 3120.686279
	Iteration 70Q: 3 clusters Score -1598487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1598490.750000 Penalty: 3120.686279
	Iteration 71Q: 3 clusters Score -1598491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1598490.875000 Penalty: 3120.686279
	Iteration 72Q: 3 clusters Score -1598491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1598490.500000 Penalty: 3120.686279
	Iteration 73Q: 3 clusters Score -1598490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1598490.375000 Penalty: 3120.686279
	Iteration 74Q: 3 clusters Score -1598490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1598491.500000 Penalty: 3120.686279
	Iteration 75Q: 3 clusters Score -1598492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1598494.000000 Penalty: 3120.686279
	Iteration 76Q: 3 clusters Score -1598494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1598494.000000 Penalty: 3120.686279
	Iteration 77Q: 3 clusters Score -1598494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1598489.125000 Penalty: 3120.686279
	Iteration 78Q: 3 clusters Score -1598489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1598490.875000 Penalty: 3120.686279
	Iteration 79Q: 3 clusters Score -1598491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1598489.875000 Penalty: 3120.686279
	Iteration 80F: 3 clusters Score -1598490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1598491.375000 Penalty: 3120.686279
	Iteration 81Q: 3 clusters Score -1598491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1598491.250000 Penalty: 3120.686279
	Iteration 82Q: 3 clusters Score -1598491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1598492.500000 Penalty: 3120.686279
	Iteration 83Q: 3 clusters Score -1598492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1598493.875000 Penalty: 3120.686279
	Iteration 84Q: 3 clusters Score -1598494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1598493.375000 Penalty: 3120.686279
	Iteration 85Q: 3 clusters Score -1598493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1598497.625000 Penalty: 3120.686279
	Iteration 86Q: 3 clusters Score -1598498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1598494.500000 Penalty: 3120.686279
	Iteration 87Q: 3 clusters Score -1598494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1598494.625000 Penalty: 3120.686279
	Iteration 88Q: 3 clusters Score -1598495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1598496.500000 Penalty: 3120.686279
	Iteration 89Q: 3 clusters Score -1598496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1598498.000000 Penalty: 3120.686279
	Iteration 90Q: 3 clusters Score -1598498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1598498.375000 Penalty: 3120.686279
	Iteration 91Q: 3 clusters Score -1598498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1598498.250000 Penalty: 3120.686279
	Iteration 92Q: 3 clusters Score -1598498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1598499.375000 Penalty: 3120.686279
	Iteration 93Q: 3 clusters Score -1598499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1598500.125000 Penalty: 3120.686279
	Iteration 94Q: 3 clusters Score -1598500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1598500.125000 Penalty: 3120.686279
	Iteration 95F: 3 clusters Score -1598500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Entering Unmasked Estep 
Score: -1472984.875000 Penalty: 1545.483398
	Iteration 0F: 2 clusters Score -1472985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1463567.875000 Penalty: 3090.966797
	Iteration 0F: 3 clusters Score -1463568 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1466791.875000 Penalty: 3090.966797
	Iteration 1F: 3 clusters Score -1466792 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1467129.250000 Penalty: 3090.966797
	Iteration 2F: 3 clusters Score -1467129 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1467502.250000 Penalty: 3090.966797
	Iteration 3F: 3 clusters Score -1467502 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1467895.875000 Penalty: 3090.966797
	Iteration 4F: 3 clusters Score -1467896 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1468289.750000 Penalty: 3090.966797
	Iteration 5F: 3 clusters Score -1468290 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1468700.625000 Penalty: 3090.966797
	Iteration 6Q: 3 clusters Score -1468701 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1469161.625000 Penalty: 3090.966797
	Iteration 7F: 3 clusters Score -1469162 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1469587.125000 Penalty: 3090.966797
	Iteration 8Q: 3 clusters Score -1469587 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1470037.375000 Penalty: 3090.966797
	Iteration 9Q: 3 clusters Score -1470037 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1470438.125000 Penalty: 3090.966797
	Iteration 10Q: 3 clusters Score -1470438 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1470738.375000 Penalty: 3090.966797
	Iteration 11Q: 3 clusters Score -1470738 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1470960.125000 Penalty: 3090.966797
	Iteration 12Q: 3 clusters Score -1470960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1471126.750000 Penalty: 3090.966797
	Iteration 13Q: 3 clusters Score -1471127 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1471250.625000 Penalty: 3090.966797
	Iteration 14Q: 3 clusters Score -1471251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1471341.000000 Penalty: 3090.966797
	Iteration 15Q: 3 clusters Score -1471341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1471418.625000 Penalty: 3090.966797
	Iteration 16Q: 3 clusters Score -1471419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1471466.875000 Penalty: 3090.966797
	Iteration 17Q: 3 clusters Score -1471467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1471499.625000 Penalty: 3090.966797
	Iteration 18Q: 3 clusters Score -1471500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1471533.125000 Penalty: 3090.966797
	Iteration 19Q: 3 clusters Score -1471533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1471558.250000 Penalty: 3090.966797
	Iteration 20F: 3 clusters Score -1471558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1471580.750000 Penalty: 3090.966797
	Iteration 21Q: 3 clusters Score -1471581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1471601.625000 Penalty: 3090.966797
	Iteration 22Q: 3 clusters Score -1471602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1471619.750000 Penalty: 3090.966797
	Iteration 23Q: 3 clusters Score -1471620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1471630.500000 Penalty: 3090.966797
	Iteration 24Q: 3 clusters Score -1471630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1471648.125000 Penalty: 3090.966797
	Iteration 25Q: 3 clusters Score -1471648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1471656.750000 Penalty: 3090.966797
	Iteration 26Q: 3 clusters Score -1471657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1471665.000000 Penalty: 3090.966797
	Iteration 27Q: 3 clusters Score -1471665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1471672.250000 Penalty: 3090.966797
	Iteration 28Q: 3 clusters Score -1471672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1471675.625000 Penalty: 3090.966797
	Iteration 29Q: 3 clusters Score -1471676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1471674.625000 Penalty: 3090.966797
	Iteration 30Q: 3 clusters Score -1471675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1471679.750000 Penalty: 3090.966797
	Iteration 31Q: 3 clusters Score -1471680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1471680.000000 Penalty: 3090.966797
	Iteration 32Q: 3 clusters Score -1471680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1471683.125000 Penalty: 3090.966797
	Iteration 33Q: 3 clusters Score -1471683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1471686.250000 Penalty: 3090.966797
	Iteration 34Q: 3 clusters Score -1471686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1471686.250000 Penalty: 3090.966797
	Iteration 35F: 3 clusters Score -1471686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -527145.687500 Penalty: 1377.478027
	Iteration 0F: 2 clusters Score -527145.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -523261.625000 Penalty: 2754.956055
	Iteration 0F: 3 clusters Score -523261.6 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -524294.000000 Penalty: 2754.956055
	Iteration 1F: 3 clusters Score -524294 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -524465.937500 Penalty: 2754.956055
	Iteration 2F: 3 clusters Score -524465.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -524576.437500 Penalty: 2754.956055
	Iteration 3F: 3 clusters Score -524576.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -524663.187500 Penalty: 2754.956055
	Iteration 4Q: 3 clusters Score -524663.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -524741.375000 Penalty: 2754.956055
	Iteration 5Q: 3 clusters Score -524741.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -524813.437500 Penalty: 2754.956055
	Iteration 6Q: 3 clusters Score -524813.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -524886.062500 Penalty: 2754.956055
	Iteration 7Q: 3 clusters Score -524886.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -524969.937500 Penalty: 2754.956055
	Iteration 8Q: 3 clusters Score -524969.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -525061.062500 Penalty: 2754.956055
	Iteration 9Q: 3 clusters Score -525061.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -525160.687500 Penalty: 2754.956055
	Iteration 10Q: 3 clusters Score -525160.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -525287.625000 Penalty: 2754.956055
	Iteration 11Q: 3 clusters Score -525287.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -525428.125000 Penalty: 2754.956055
	Iteration 12Q: 3 clusters Score -525428.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -525532.812500 Penalty: 2754.956055
	Iteration 13Q: 3 clusters Score -525532.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -525623.187500 Penalty: 2754.956055
	Iteration 14Q: 3 clusters Score -525623.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -525691.562500 Penalty: 2754.956055
	Iteration 15Q: 3 clusters Score -525691.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -525752.125000 Penalty: 2754.956055
	Iteration 16Q: 3 clusters Score -525752.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -525803.437500 Penalty: 2754.956055
	Iteration 17Q: 3 clusters Score -525803.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -525839.437500 Penalty: 2754.956055
	Iteration 18Q: 3 clusters Score -525839.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -525870.187500 Penalty: 2754.956055
	Iteration 19Q: 3 clusters Score -525870.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -525902.687500 Penalty: 2754.956055
	Iteration 20F: 3 clusters Score -525902.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -525922.375000 Penalty: 2754.956055
	Iteration 21Q: 3 clusters Score -525922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -525933.187500 Penalty: 2754.956055
	Iteration 22Q: 3 clusters Score -525933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -525939.812500 Penalty: 2754.956055
	Iteration 23Q: 3 clusters Score -525939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -525944.062500 Penalty: 2754.956055
	Iteration 24Q: 3 clusters Score -525944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -525952.500000 Penalty: 2754.956055
	Iteration 25Q: 3 clusters Score -525952.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -525960.062500 Penalty: 2754.956055
	Iteration 26Q: 3 clusters Score -525960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -525964.375000 Penalty: 2754.956055
	Iteration 27Q: 3 clusters Score -525964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -525965.812500 Penalty: 2754.956055
	Iteration 28Q: 3 clusters Score -525965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -525965.812500 Penalty: 2754.956055
	Iteration 29F: 3 clusters Score -525965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -126637.117188 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -126637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -125060.140625 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -125060.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -125316.906250 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -125316.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -125390.890625 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -125390.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -125426.281250 Penalty: 2309.646973
	Iteration 3Q: 3 clusters Score -125426.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125456.031250 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -125456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125469.523438 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -125469.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -125479.859375 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -125479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -125487.726562 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -125487.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125495.367188 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -125495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125500.671875 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -125500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -125505.718750 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -125505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -125509.046875 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -125509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -125512.195312 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -125512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125514.320312 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -125514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -125515.640625 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -125515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -125516.070312 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -125516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -125516.921875 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -125516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -125516.921875 Penalty: 2309.646973
	Iteration 17F: 3 clusters Score -125516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (110647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Entering Unmasked Estep 
Score: -11993455.000000 Penalty: 1887.291382
	Iteration 0F: 2 clusters Score -1.199346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -11920088.000000 Penalty: 3774.582764
	Iteration 0F: 3 clusters Score -1.192009e+07 nChanged 52776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -11950835.000000 Penalty: 3774.582764
	Iteration 1F: 3 clusters Score -1.195084e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -11951623.000000 Penalty: 3774.582764
	Iteration 2Q: 3 clusters Score -1.195162e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -11952743.000000 Penalty: 3774.582764
	Iteration 3Q: 3 clusters Score -1.195274e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -11954310.000000 Penalty: 3774.582764
	Iteration 4Q: 3 clusters Score -1.195431e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -11956807.000000 Penalty: 3774.582764
	Iteration 5Q: 3 clusters Score -1.195681e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -11960369.000000 Penalty: 3774.582764
	Iteration 6F: 3 clusters Score -1.196037e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -11964728.000000 Penalty: 3774.582764
	Iteration 7F: 3 clusters Score -1.196473e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -11969742.000000 Penalty: 3774.582764
	Iteration 8F: 3 clusters Score -1.196974e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -11974770.000000 Penalty: 3774.582764
	Iteration 9F: 3 clusters Score -1.197477e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -11979241.000000 Penalty: 3774.582764
	Iteration 10Q: 3 clusters Score -1.197924e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -11982537.000000 Penalty: 3774.582764
	Iteration 11Q: 3 clusters Score -1.198254e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -11984754.000000 Penalty: 3774.582764
	Iteration 12Q: 3 clusters Score -1.198475e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -11986271.000000 Penalty: 3774.582764
	Iteration 13Q: 3 clusters Score -1.198627e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -11987585.000000 Penalty: 3774.582764
	Iteration 14Q: 3 clusters Score -1.198758e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -11988508.000000 Penalty: 3774.582764
	Iteration 15Q: 3 clusters Score -1.198851e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -11989247.000000 Penalty: 3774.582764
	Iteration 16Q: 3 clusters Score -1.198925e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -11989774.000000 Penalty: 3774.582764
	Iteration 17Q: 3 clusters Score -1.198977e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -11990259.000000 Penalty: 3774.582764
	Iteration 18Q: 3 clusters Score -1.199026e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -11990660.000000 Penalty: 3774.582764
	Iteration 19Q: 3 clusters Score -1.199066e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -11990970.000000 Penalty: 3774.582764
	Iteration 20F: 3 clusters Score -1.199097e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -11991174.000000 Penalty: 3774.582764
	Iteration 21Q: 3 clusters Score -1.199117e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -11991312.000000 Penalty: 3774.582764
	Iteration 22Q: 3 clusters Score -1.199131e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11991472.000000 Penalty: 3774.582764
	Iteration 23Q: 3 clusters Score -1.199147e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11991573.000000 Penalty: 3774.582764
	Iteration 24Q: 3 clusters Score -1.199157e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11991683.000000 Penalty: 3774.582764
	Iteration 25Q: 3 clusters Score -1.199168e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109297 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11991730.000000 Penalty: 3774.582764
	Iteration 26Q: 3 clusters Score -1.199173e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109454 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11991779.000000 Penalty: 3774.582764
	Iteration 27Q: 3 clusters Score -1.199178e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11991813.000000 Penalty: 3774.582764
	Iteration 28Q: 3 clusters Score -1.199181e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11991864.000000 Penalty: 3774.582764
	Iteration 29Q: 3 clusters Score -1.199186e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11991865.000000 Penalty: 3774.582764
	Iteration 30Q: 3 clusters Score -1.199186e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11991891.000000 Penalty: 3774.582764
	Iteration 31Q: 3 clusters Score -1.199189e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11991890.000000 Penalty: 3774.582764
	Iteration 32Q: 3 clusters Score -1.199189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11991926.000000 Penalty: 3774.582764
	Iteration 33Q: 3 clusters Score -1.199193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11991920.000000 Penalty: 3774.582764
	Iteration 34Q: 3 clusters Score -1.199192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11991926.000000 Penalty: 3774.582764
	Iteration 35Q: 3 clusters Score -1.199193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11991929.000000 Penalty: 3774.582764
	Iteration 36Q: 3 clusters Score -1.199193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11991947.000000 Penalty: 3774.582764
	Iteration 37Q: 3 clusters Score -1.199195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11991941.000000 Penalty: 3774.582764
	Iteration 38Q: 3 clusters Score -1.199194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11991955.000000 Penalty: 3774.582764
	Iteration 39Q: 3 clusters Score -1.199196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109966 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11991961.000000 Penalty: 3774.582764
	Iteration 40F: 3 clusters Score -1.199196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109988 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11991972.000000 Penalty: 3774.582764
	Iteration 41Q: 3 clusters Score -1.199197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11991979.000000 Penalty: 3774.582764
	Iteration 42Q: 3 clusters Score -1.199198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11991995.000000 Penalty: 3774.582764
	Iteration 43Q: 3 clusters Score -1.1992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11991996.000000 Penalty: 3774.582764
	Iteration 44Q: 3 clusters Score -1.1992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11991996.000000 Penalty: 3774.582764
	Iteration 45Q: 3 clusters Score -1.1992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11992010.000000 Penalty: 3774.582764
	Iteration 46Q: 3 clusters Score -1.199201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11992014.000000 Penalty: 3774.582764
	Iteration 47Q: 3 clusters Score -1.199201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11992009.000000 Penalty: 3774.582764
	Iteration 48Q: 3 clusters Score -1.199201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11992011.000000 Penalty: 3774.582764
	Iteration 49Q: 3 clusters Score -1.199201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11992010.000000 Penalty: 3774.582764
	Iteration 50Q: 3 clusters Score -1.199201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11992002.000000 Penalty: 3774.582764
	Iteration 51Q: 3 clusters Score -1.1992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11992015.000000 Penalty: 3774.582764
	Iteration 52Q: 3 clusters Score -1.199202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11992013.000000 Penalty: 3774.582764
	Iteration 53Q: 3 clusters Score -1.199201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11992015.000000 Penalty: 3774.582764
	Iteration 54Q: 3 clusters Score -1.199202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11992011.000000 Penalty: 3774.582764
	Iteration 55Q: 3 clusters Score -1.199201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11992014.000000 Penalty: 3774.582764
	Iteration 56Q: 3 clusters Score -1.199201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11992017.000000 Penalty: 3774.582764
	Iteration 57Q: 3 clusters Score -1.199202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11992029.000000 Penalty: 3774.582764
	Iteration 58Q: 3 clusters Score -1.199203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11992023.000000 Penalty: 3774.582764
	Iteration 59Q: 3 clusters Score -1.199202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110079 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11992036.000000 Penalty: 3774.582764
	Iteration 60F: 3 clusters Score -1.199204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11992027.000000 Penalty: 3774.582764
	Iteration 61Q: 3 clusters Score -1.199203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11992034.000000 Penalty: 3774.582764
	Iteration 62Q: 3 clusters Score -1.199203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11992040.000000 Penalty: 3774.582764
	Iteration 63Q: 3 clusters Score -1.199204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110084 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11992037.000000 Penalty: 3774.582764
	Iteration 64Q: 3 clusters Score -1.199204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11992037.000000 Penalty: 3774.582764
	Iteration 65Q: 3 clusters Score -1.199204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11992037.000000 Penalty: 3774.582764
	Iteration 66F: 3 clusters Score -1.199204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (33573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Entering Unmasked Estep 
Score: -3533248.250000 Penalty: 1693.490112
	Iteration 0F: 2 clusters Score -3533248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3510481.750000 Penalty: 3386.980225
	Iteration 0F: 3 clusters Score -3510482 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3519426.750000 Penalty: 3386.980225
	Iteration 1F: 3 clusters Score -3519427 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3520086.250000 Penalty: 3386.980225
	Iteration 2F: 3 clusters Score -3520086 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3520945.500000 Penalty: 3386.980225
	Iteration 3F: 3 clusters Score -3520946 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3522057.250000 Penalty: 3386.980225
	Iteration 4F: 3 clusters Score -3522057 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3523296.500000 Penalty: 3386.980225
	Iteration 5F: 3 clusters Score -3523296 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3524623.250000 Penalty: 3386.980225
	Iteration 6F: 3 clusters Score -3524623 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3525789.250000 Penalty: 3386.980225
	Iteration 7F: 3 clusters Score -3525789 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3526718.000000 Penalty: 3386.980225
	Iteration 8F: 3 clusters Score -3526718 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3527401.750000 Penalty: 3386.980225
	Iteration 9Q: 3 clusters Score -3527402 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3527824.250000 Penalty: 3386.980225
	Iteration 10Q: 3 clusters Score -3527824 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3528199.000000 Penalty: 3386.980225
	Iteration 11Q: 3 clusters Score -3528199 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3528521.500000 Penalty: 3386.980225
	Iteration 12Q: 3 clusters Score -3528522 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3528819.750000 Penalty: 3386.980225
	Iteration 13Q: 3 clusters Score -3528820 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3529055.750000 Penalty: 3386.980225
	Iteration 14Q: 3 clusters Score -3529056 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3529272.000000 Penalty: 3386.980225
	Iteration 15Q: 3 clusters Score -3529272 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3529456.000000 Penalty: 3386.980225
	Iteration 16Q: 3 clusters Score -3529456 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3529643.000000 Penalty: 3386.980225
	Iteration 17Q: 3 clusters Score -3529643 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3529806.750000 Penalty: 3386.980225
	Iteration 18Q: 3 clusters Score -3529807 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3529966.000000 Penalty: 3386.980225
	Iteration 19Q: 3 clusters Score -3529966 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3530132.500000 Penalty: 3386.980225
	Iteration 20F: 3 clusters Score -3530132 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3530234.000000 Penalty: 3386.980225
	Iteration 21Q: 3 clusters Score -3530234 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3530380.250000 Penalty: 3386.980225
	Iteration 22Q: 3 clusters Score -3530380 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3530501.250000 Penalty: 3386.980225
	Iteration 23Q: 3 clusters Score -3530501 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3530620.000000 Penalty: 3386.980225
	Iteration 24Q: 3 clusters Score -3530620 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3530714.500000 Penalty: 3386.980225
	Iteration 25Q: 3 clusters Score -3530714 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3530813.250000 Penalty: 3386.980225
	Iteration 26Q: 3 clusters Score -3530813 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3530897.750000 Penalty: 3386.980225
	Iteration 27Q: 3 clusters Score -3530898 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3530971.750000 Penalty: 3386.980225
	Iteration 28Q: 3 clusters Score -3530972 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3531058.250000 Penalty: 3386.980225
	Iteration 29Q: 3 clusters Score -3531058 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3531150.500000 Penalty: 3386.980225
	Iteration 30Q: 3 clusters Score -3531150 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3531229.750000 Penalty: 3386.980225
	Iteration 31Q: 3 clusters Score -3531230 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3531328.000000 Penalty: 3386.980225
	Iteration 32Q: 3 clusters Score -3531328 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3531389.500000 Penalty: 3386.980225
	Iteration 33Q: 3 clusters Score -3531390 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3531439.500000 Penalty: 3386.980225
	Iteration 34Q: 3 clusters Score -3531440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3531501.500000 Penalty: 3386.980225
	Iteration 35Q: 3 clusters Score -3531502 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3531561.500000 Penalty: 3386.980225
	Iteration 36Q: 3 clusters Score -3531562 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3531608.750000 Penalty: 3386.980225
	Iteration 37Q: 3 clusters Score -3531609 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3531657.250000 Penalty: 3386.980225
	Iteration 38Q: 3 clusters Score -3531657 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3531685.250000 Penalty: 3386.980225
	Iteration 39Q: 3 clusters Score -3531685 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3531702.000000 Penalty: 3386.980225
	Iteration 40F: 3 clusters Score -3531702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3531744.000000 Penalty: 3386.980225
	Iteration 41Q: 3 clusters Score -3531744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3531756.500000 Penalty: 3386.980225
	Iteration 42Q: 3 clusters Score -3531756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3531784.500000 Penalty: 3386.980225
	Iteration 43Q: 3 clusters Score -3531784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3531787.250000 Penalty: 3386.980225
	Iteration 44Q: 3 clusters Score -3531787 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3531808.000000 Penalty: 3386.980225
	Iteration 45Q: 3 clusters Score -3531808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3531822.500000 Penalty: 3386.980225
	Iteration 46Q: 3 clusters Score -3531822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3531824.750000 Penalty: 3386.980225
	Iteration 47Q: 3 clusters Score -3531825 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3531838.250000 Penalty: 3386.980225
	Iteration 48Q: 3 clusters Score -3531838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3531844.750000 Penalty: 3386.980225
	Iteration 49Q: 3 clusters Score -3531845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3531846.750000 Penalty: 3386.980225
	Iteration 50Q: 3 clusters Score -3531847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3531856.750000 Penalty: 3386.980225
	Iteration 51Q: 3 clusters Score -3531857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3531868.250000 Penalty: 3386.980225
	Iteration 52Q: 3 clusters Score -3531868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3531879.000000 Penalty: 3386.980225
	Iteration 53Q: 3 clusters Score -3531879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3531891.250000 Penalty: 3386.980225
	Iteration 54Q: 3 clusters Score -3531891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3531900.000000 Penalty: 3386.980225
	Iteration 55Q: 3 clusters Score -3531900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3531898.250000 Penalty: 3386.980225
	Iteration 56Q: 3 clusters Score -3531898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3531911.750000 Penalty: 3386.980225
	Iteration 57Q: 3 clusters Score -3531912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3531909.750000 Penalty: 3386.980225
	Iteration 58Q: 3 clusters Score -3531910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3531909.000000 Penalty: 3386.980225
	Iteration 59Q: 3 clusters Score -3531909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3531918.250000 Penalty: 3386.980225
	Iteration 60F: 3 clusters Score -3531918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3531933.750000 Penalty: 3386.980225
	Iteration 61Q: 3 clusters Score -3531934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3531927.750000 Penalty: 3386.980225
	Iteration 62Q: 3 clusters Score -3531928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3531944.000000 Penalty: 3386.980225
	Iteration 63Q: 3 clusters Score -3531944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3531950.000000 Penalty: 3386.980225
	Iteration 64Q: 3 clusters Score -3531950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3531957.750000 Penalty: 3386.980225
	Iteration 65Q: 3 clusters Score -3531958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3531970.000000 Penalty: 3386.980225
	Iteration 66Q: 3 clusters Score -3531970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3531962.500000 Penalty: 3386.980225
	Iteration 67Q: 3 clusters Score -3531962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3531958.250000 Penalty: 3386.980225
	Iteration 68Q: 3 clusters Score -3531958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3531966.250000 Penalty: 3386.980225
	Iteration 69Q: 3 clusters Score -3531966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3531955.750000 Penalty: 3386.980225
	Iteration 70Q: 3 clusters Score -3531956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3531957.750000 Penalty: 3386.980225
	Iteration 71Q: 3 clusters Score -3531958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3531964.000000 Penalty: 3386.980225
	Iteration 72Q: 3 clusters Score -3531964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3531967.500000 Penalty: 3386.980225
	Iteration 73Q: 3 clusters Score -3531968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3531964.250000 Penalty: 3386.980225
	Iteration 74Q: 3 clusters Score -3531964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3531965.000000 Penalty: 3386.980225
	Iteration 75Q: 3 clusters Score -3531965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3531973.750000 Penalty: 3386.980225
	Iteration 76Q: 3 clusters Score -3531974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3531981.000000 Penalty: 3386.980225
	Iteration 77Q: 3 clusters Score -3531981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3531974.500000 Penalty: 3386.980225
	Iteration 78Q: 3 clusters Score -3531974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3531978.500000 Penalty: 3386.980225
	Iteration 79Q: 3 clusters Score -3531978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3531980.750000 Penalty: 3386.980225
	Iteration 80F: 3 clusters Score -3531981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3531988.000000 Penalty: 3386.980225
	Iteration 81Q: 3 clusters Score -3531988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3531986.750000 Penalty: 3386.980225
	Iteration 82Q: 3 clusters Score -3531987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3531987.500000 Penalty: 3386.980225
	Iteration 83Q: 3 clusters Score -3531988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3531995.500000 Penalty: 3386.980225
	Iteration 84Q: 3 clusters Score -3531996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3531994.000000 Penalty: 3386.980225
	Iteration 85Q: 3 clusters Score -3531994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3531992.000000 Penalty: 3386.980225
	Iteration 86Q: 3 clusters Score -3531992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3531992.000000 Penalty: 3386.980225
	Iteration 87Q: 3 clusters Score -3531992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3531990.750000 Penalty: 3386.980225
	Iteration 88Q: 3 clusters Score -3531991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3531987.750000 Penalty: 3386.980225
	Iteration 89Q: 3 clusters Score -3531988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3531992.750000 Penalty: 3386.980225
	Iteration 90Q: 3 clusters Score -3531993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3531999.250000 Penalty: 3386.980225
	Iteration 91Q: 3 clusters Score -3531999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3532003.000000 Penalty: 3386.980225
	Iteration 92Q: 3 clusters Score -3532003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3531997.250000 Penalty: 3386.980225
	Iteration 93Q: 3 clusters Score -3531997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3531997.250000 Penalty: 3386.980225
	Iteration 94Q: 3 clusters Score -3531997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3532003.750000 Penalty: 3386.980225
	Iteration 95Q: 3 clusters Score -3532004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3532006.000000 Penalty: 3386.980225
	Iteration 96Q: 3 clusters Score -3532006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3532013.000000 Penalty: 3386.980225
	Iteration 97Q: 3 clusters Score -3532013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3532016.250000 Penalty: 3386.980225
	Iteration 98Q: 3 clusters Score -3532016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3532008.250000 Penalty: 3386.980225
	Iteration 99Q: 3 clusters Score -3532008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3532002.500000 Penalty: 3386.980225
	Iteration 100F: 3 clusters Score -3532002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3532011.500000 Penalty: 3386.980225
	Iteration 101Q: 3 clusters Score -3532012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3532013.500000 Penalty: 3386.980225
	Iteration 102Q: 3 clusters Score -3532014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3532012.250000 Penalty: 3386.980225
	Iteration 103Q: 3 clusters Score -3532012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3532008.750000 Penalty: 3386.980225
	Iteration 104Q: 3 clusters Score -3532009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3532017.500000 Penalty: 3386.980225
	Iteration 105Q: 3 clusters Score -3532018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3532015.250000 Penalty: 3386.980225
	Iteration 106Q: 3 clusters Score -3532015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3532014.500000 Penalty: 3386.980225
	Iteration 107Q: 3 clusters Score -3532014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3532015.000000 Penalty: 3386.980225
	Iteration 108Q: 3 clusters Score -3532015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3532015.500000 Penalty: 3386.980225
	Iteration 109Q: 3 clusters Score -3532016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3532016.500000 Penalty: 3386.980225
	Iteration 110Q: 3 clusters Score -3532016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3532021.000000 Penalty: 3386.980225
	Iteration 111Q: 3 clusters Score -3532021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3532018.000000 Penalty: 3386.980225
	Iteration 112Q: 3 clusters Score -3532018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3532016.000000 Penalty: 3386.980225
	Iteration 113Q: 3 clusters Score -3532016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3532013.750000 Penalty: 3386.980225
	Iteration 114Q: 3 clusters Score -3532014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3532013.750000 Penalty: 3386.980225
	Iteration 115F: 3 clusters Score -3532014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Entering Unmasked Estep 
Score: -1901769.250000 Penalty: 1587.059692
	Iteration 0F: 2 clusters Score -1901769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1889774.625000 Penalty: 3174.119385
	Iteration 0F: 3 clusters Score -1889775 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1894048.875000 Penalty: 3174.119385
	Iteration 1F: 3 clusters Score -1894049 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1894323.250000 Penalty: 3174.119385
	Iteration 2Q: 3 clusters Score -1894323 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1894572.750000 Penalty: 3174.119385
	Iteration 3Q: 3 clusters Score -1894573 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1894830.125000 Penalty: 3174.119385
	Iteration 4Q: 3 clusters Score -1894830 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1895146.875000 Penalty: 3174.119385
	Iteration 5Q: 3 clusters Score -1895147 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1895530.500000 Penalty: 3174.119385
	Iteration 6Q: 3 clusters Score -1895530 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1895979.875000 Penalty: 3174.119385
	Iteration 7Q: 3 clusters Score -1895980 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1896479.875000 Penalty: 3174.119385
	Iteration 8Q: 3 clusters Score -1896480 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1897088.000000 Penalty: 3174.119385
	Iteration 9F: 3 clusters Score -1897088 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1897725.000000 Penalty: 3174.119385
	Iteration 10F: 3 clusters Score -1897725 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1898163.250000 Penalty: 3174.119385
	Iteration 11Q: 3 clusters Score -1898163 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1898407.000000 Penalty: 3174.119385
	Iteration 12Q: 3 clusters Score -1898407 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1898543.125000 Penalty: 3174.119385
	Iteration 13Q: 3 clusters Score -1898543 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1898611.375000 Penalty: 3174.119385
	Iteration 14Q: 3 clusters Score -1898611 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1898655.750000 Penalty: 3174.119385
	Iteration 15Q: 3 clusters Score -1898656 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1898696.000000 Penalty: 3174.119385
	Iteration 16Q: 3 clusters Score -1898696 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1898734.375000 Penalty: 3174.119385
	Iteration 17Q: 3 clusters Score -1898734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1898764.750000 Penalty: 3174.119385
	Iteration 18Q: 3 clusters Score -1898765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1898788.625000 Penalty: 3174.119385
	Iteration 19Q: 3 clusters Score -1898789 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1898810.250000 Penalty: 3174.119385
	Iteration 20F: 3 clusters Score -1898810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1898844.500000 Penalty: 3174.119385
	Iteration 21Q: 3 clusters Score -1898844 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1898879.125000 Penalty: 3174.119385
	Iteration 22Q: 3 clusters Score -1898879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1898903.000000 Penalty: 3174.119385
	Iteration 23Q: 3 clusters Score -1898903 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1898920.750000 Penalty: 3174.119385
	Iteration 24Q: 3 clusters Score -1898921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1898933.875000 Penalty: 3174.119385
	Iteration 25Q: 3 clusters Score -1898934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1898961.250000 Penalty: 3174.119385
	Iteration 26Q: 3 clusters Score -1898961 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1898983.000000 Penalty: 3174.119385
	Iteration 27Q: 3 clusters Score -1898983 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1899008.375000 Penalty: 3174.119385
	Iteration 28Q: 3 clusters Score -1899008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1899030.625000 Penalty: 3174.119385
	Iteration 29Q: 3 clusters Score -1899031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1899048.750000 Penalty: 3174.119385
	Iteration 30Q: 3 clusters Score -1899049 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1899071.000000 Penalty: 3174.119385
	Iteration 31Q: 3 clusters Score -1899071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1899085.750000 Penalty: 3174.119385
	Iteration 32Q: 3 clusters Score -1899086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1899101.750000 Penalty: 3174.119385
	Iteration 33Q: 3 clusters Score -1899102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1899124.000000 Penalty: 3174.119385
	Iteration 34Q: 3 clusters Score -1899124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1899135.000000 Penalty: 3174.119385
	Iteration 35Q: 3 clusters Score -1899135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1899144.500000 Penalty: 3174.119385
	Iteration 36Q: 3 clusters Score -1899144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1899155.125000 Penalty: 3174.119385
	Iteration 37Q: 3 clusters Score -1899155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1899157.875000 Penalty: 3174.119385
	Iteration 38Q: 3 clusters Score -1899158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1899173.250000 Penalty: 3174.119385
	Iteration 39Q: 3 clusters Score -1899173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1899179.750000 Penalty: 3174.119385
	Iteration 40F: 3 clusters Score -1899180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1899180.125000 Penalty: 3174.119385
	Iteration 41Q: 3 clusters Score -1899180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1899179.750000 Penalty: 3174.119385
	Iteration 42Q: 3 clusters Score -1899180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1899183.375000 Penalty: 3174.119385
	Iteration 43Q: 3 clusters Score -1899183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1899189.625000 Penalty: 3174.119385
	Iteration 44Q: 3 clusters Score -1899190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1899194.875000 Penalty: 3174.119385
	Iteration 45Q: 3 clusters Score -1899195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1899196.125000 Penalty: 3174.119385
	Iteration 46Q: 3 clusters Score -1899196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1899198.625000 Penalty: 3174.119385
	Iteration 47Q: 3 clusters Score -1899199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1899197.500000 Penalty: 3174.119385
	Iteration 48Q: 3 clusters Score -1899198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1899197.000000 Penalty: 3174.119385
	Iteration 49Q: 3 clusters Score -1899197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1899200.500000 Penalty: 3174.119385
	Iteration 50Q: 3 clusters Score -1899200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1899203.125000 Penalty: 3174.119385
	Iteration 51Q: 3 clusters Score -1899203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1899205.875000 Penalty: 3174.119385
	Iteration 52Q: 3 clusters Score -1899206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1899208.250000 Penalty: 3174.119385
	Iteration 53Q: 3 clusters Score -1899208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1899208.625000 Penalty: 3174.119385
	Iteration 54Q: 3 clusters Score -1899209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1899207.000000 Penalty: 3174.119385
	Iteration 55Q: 3 clusters Score -1899207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1899211.000000 Penalty: 3174.119385
	Iteration 56Q: 3 clusters Score -1899211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1899208.500000 Penalty: 3174.119385
	Iteration 57Q: 3 clusters Score -1899208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1899210.000000 Penalty: 3174.119385
	Iteration 58Q: 3 clusters Score -1899210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1899208.875000 Penalty: 3174.119385
	Iteration 59Q: 3 clusters Score -1899209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1899208.750000 Penalty: 3174.119385
	Iteration 60F: 3 clusters Score -1899209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1899212.500000 Penalty: 3174.119385
	Iteration 61Q: 3 clusters Score -1899212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1899211.375000 Penalty: 3174.119385
	Iteration 62Q: 3 clusters Score -1899211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1899212.125000 Penalty: 3174.119385
	Iteration 63Q: 3 clusters Score -1899212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1899211.500000 Penalty: 3174.119385
	Iteration 64Q: 3 clusters Score -1899212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1899214.125000 Penalty: 3174.119385
	Iteration 65Q: 3 clusters Score -1899214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1899215.000000 Penalty: 3174.119385
	Iteration 66Q: 3 clusters Score -1899215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1899212.750000 Penalty: 3174.119385
	Iteration 67Q: 3 clusters Score -1899213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1899211.625000 Penalty: 3174.119385
	Iteration 68Q: 3 clusters Score -1899212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1899213.375000 Penalty: 3174.119385
	Iteration 69Q: 3 clusters Score -1899213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1899214.500000 Penalty: 3174.119385
	Iteration 70Q: 3 clusters Score -1899214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1899213.625000 Penalty: 3174.119385
	Iteration 71Q: 3 clusters Score -1899214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1899212.875000 Penalty: 3174.119385
	Iteration 72Q: 3 clusters Score -1899213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1899215.875000 Penalty: 3174.119385
	Iteration 73Q: 3 clusters Score -1899216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1899214.000000 Penalty: 3174.119385
	Iteration 74Q: 3 clusters Score -1899214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1899212.500000 Penalty: 3174.119385
	Iteration 75Q: 3 clusters Score -1899212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1899214.000000 Penalty: 3174.119385
	Iteration 76Q: 3 clusters Score -1899214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1899214.000000 Penalty: 3174.119385
	Iteration 77F: 3 clusters Score -1899214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (58685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Entering Unmasked Estep 
Score: -6064461.500000 Penalty: 1784.240112
	Iteration 0F: 2 clusters Score -6064462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -6025411.500000 Penalty: 3568.480225
	Iteration 0F: 3 clusters Score -6025412 nChanged 27634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -6041555.000000 Penalty: 3568.480225
	Iteration 1F: 3 clusters Score -6041555 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -6042371.000000 Penalty: 3568.480225
	Iteration 2Q: 3 clusters Score -6042371 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -6043556.000000 Penalty: 3568.480225
	Iteration 3Q: 3 clusters Score -6043556 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6045209.000000 Penalty: 3568.480225
	Iteration 4Q: 3 clusters Score -6045209 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -6047315.000000 Penalty: 3568.480225
	Iteration 5F: 3 clusters Score -6047315 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -6049597.500000 Penalty: 3568.480225
	Iteration 6F: 3 clusters Score -6049598 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -6051835.000000 Penalty: 3568.480225
	Iteration 7F: 3 clusters Score -6051835 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -6053427.000000 Penalty: 3568.480225
	Iteration 8F: 3 clusters Score -6053427 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6054210.000000 Penalty: 3568.480225
	Iteration 9Q: 3 clusters Score -6054210 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -6054576.500000 Penalty: 3568.480225
	Iteration 10Q: 3 clusters Score -6054576 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6054761.000000 Penalty: 3568.480225
	Iteration 11Q: 3 clusters Score -6054761 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -6054807.000000 Penalty: 3568.480225
	Iteration 12Q: 3 clusters Score -6054807 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6054896.000000 Penalty: 3568.480225
	Iteration 13Q: 3 clusters Score -6054896 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -6054965.500000 Penalty: 3568.480225
	Iteration 14Q: 3 clusters Score -6054966 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6055053.000000 Penalty: 3568.480225
	Iteration 15Q: 3 clusters Score -6055053 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -6055112.500000 Penalty: 3568.480225
	Iteration 16Q: 3 clusters Score -6055112 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -6055163.500000 Penalty: 3568.480225
	Iteration 17Q: 3 clusters Score -6055164 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6055195.500000 Penalty: 3568.480225
	Iteration 18Q: 3 clusters Score -6055196 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -6055243.500000 Penalty: 3568.480225
	Iteration 19Q: 3 clusters Score -6055244 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -6055329.500000 Penalty: 3568.480225
	Iteration 20F: 3 clusters Score -6055330 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6055426.500000 Penalty: 3568.480225
	Iteration 21Q: 3 clusters Score -6055426 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6055543.000000 Penalty: 3568.480225
	Iteration 22Q: 3 clusters Score -6055543 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6055620.500000 Penalty: 3568.480225
	Iteration 23Q: 3 clusters Score -6055620 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -6055711.500000 Penalty: 3568.480225
	Iteration 24Q: 3 clusters Score -6055712 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -6055768.500000 Penalty: 3568.480225
	Iteration 25Q: 3 clusters Score -6055768 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -6055884.000000 Penalty: 3568.480225
	Iteration 26Q: 3 clusters Score -6055884 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -6055933.000000 Penalty: 3568.480225
	Iteration 27Q: 3 clusters Score -6055933 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -6055980.500000 Penalty: 3568.480225
	Iteration 28Q: 3 clusters Score -6055980 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -6056069.000000 Penalty: 3568.480225
	Iteration 29Q: 3 clusters Score -6056069 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -6056142.500000 Penalty: 3568.480225
	Iteration 30Q: 3 clusters Score -6056142 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -6056240.000000 Penalty: 3568.480225
	Iteration 31Q: 3 clusters Score -6056240 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -6056329.000000 Penalty: 3568.480225
	Iteration 32Q: 3 clusters Score -6056329 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6056423.500000 Penalty: 3568.480225
	Iteration 33Q: 3 clusters Score -6056424 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -6056509.000000 Penalty: 3568.480225
	Iteration 34Q: 3 clusters Score -6056509 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6056580.500000 Penalty: 3568.480225
	Iteration 35Q: 3 clusters Score -6056580 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -6056713.000000 Penalty: 3568.480225
	Iteration 36Q: 3 clusters Score -6056713 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -6056807.500000 Penalty: 3568.480225
	Iteration 37Q: 3 clusters Score -6056808 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6056911.000000 Penalty: 3568.480225
	Iteration 38Q: 3 clusters Score -6056911 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -6057012.500000 Penalty: 3568.480225
	Iteration 39Q: 3 clusters Score -6057012 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -6057167.000000 Penalty: 3568.480225
	Iteration 40F: 3 clusters Score -6057167 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -6057274.500000 Penalty: 3568.480225
	Iteration 41Q: 3 clusters Score -6057274 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -6057416.000000 Penalty: 3568.480225
	Iteration 42Q: 3 clusters Score -6057416 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -6057592.500000 Penalty: 3568.480225
	Iteration 43Q: 3 clusters Score -6057592 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -6057798.000000 Penalty: 3568.480225
	Iteration 44Q: 3 clusters Score -6057798 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -6058077.500000 Penalty: 3568.480225
	Iteration 45Q: 3 clusters Score -6058078 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6058427.500000 Penalty: 3568.480225
	Iteration 46Q: 3 clusters Score -6058428 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -6058794.500000 Penalty: 3568.480225
	Iteration 47Q: 3 clusters Score -6058794 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -6059209.000000 Penalty: 3568.480225
	Iteration 48Q: 3 clusters Score -6059209 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -6059676.000000 Penalty: 3568.480225
	Iteration 49Q: 3 clusters Score -6059676 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -6060159.000000 Penalty: 3568.480225
	Iteration 50Q: 3 clusters Score -6060159 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -6060662.500000 Penalty: 3568.480225
	Iteration 51Q: 3 clusters Score -6060662 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -6061073.000000 Penalty: 3568.480225
	Iteration 52Q: 3 clusters Score -6061073 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -6061438.500000 Penalty: 3568.480225
	Iteration 53Q: 3 clusters Score -6061438 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6061792.000000 Penalty: 3568.480225
	Iteration 54Q: 3 clusters Score -6061792 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6062096.000000 Penalty: 3568.480225
	Iteration 55Q: 3 clusters Score -6062096 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6062352.500000 Penalty: 3568.480225
	Iteration 56Q: 3 clusters Score -6062352 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6062528.500000 Penalty: 3568.480225
	Iteration 57Q: 3 clusters Score -6062528 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6062683.000000 Penalty: 3568.480225
	Iteration 58Q: 3 clusters Score -6062683 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6062781.000000 Penalty: 3568.480225
	Iteration 59Q: 3 clusters Score -6062781 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6062849.500000 Penalty: 3568.480225
	Iteration 60F: 3 clusters Score -6062850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6062895.000000 Penalty: 3568.480225
	Iteration 61Q: 3 clusters Score -6062895 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6062941.000000 Penalty: 3568.480225
	Iteration 62Q: 3 clusters Score -6062941 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6062979.000000 Penalty: 3568.480225
	Iteration 63Q: 3 clusters Score -6062979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6063011.000000 Penalty: 3568.480225
	Iteration 64Q: 3 clusters Score -6063011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6063039.000000 Penalty: 3568.480225
	Iteration 65Q: 3 clusters Score -6063039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6063071.500000 Penalty: 3568.480225
	Iteration 66Q: 3 clusters Score -6063072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6063073.500000 Penalty: 3568.480225
	Iteration 67Q: 3 clusters Score -6063074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6063090.000000 Penalty: 3568.480225
	Iteration 68Q: 3 clusters Score -6063090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6063113.000000 Penalty: 3568.480225
	Iteration 69Q: 3 clusters Score -6063113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6063128.500000 Penalty: 3568.480225
	Iteration 70Q: 3 clusters Score -6063128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6063127.000000 Penalty: 3568.480225
	Iteration 71Q: 3 clusters Score -6063127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6063131.500000 Penalty: 3568.480225
	Iteration 72Q: 3 clusters Score -6063132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6063140.500000 Penalty: 3568.480225
	Iteration 73Q: 3 clusters Score -6063140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6063157.500000 Penalty: 3568.480225
	Iteration 74Q: 3 clusters Score -6063158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6063151.500000 Penalty: 3568.480225
	Iteration 75Q: 3 clusters Score -6063152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6063169.500000 Penalty: 3568.480225
	Iteration 76Q: 3 clusters Score -6063170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6063167.500000 Penalty: 3568.480225
	Iteration 77Q: 3 clusters Score -6063168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6063172.000000 Penalty: 3568.480225
	Iteration 78Q: 3 clusters Score -6063172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6063184.500000 Penalty: 3568.480225
	Iteration 79Q: 3 clusters Score -6063184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6063177.000000 Penalty: 3568.480225
	Iteration 80F: 3 clusters Score -6063177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6063188.500000 Penalty: 3568.480225
	Iteration 81Q: 3 clusters Score -6063188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6063188.000000 Penalty: 3568.480225
	Iteration 82Q: 3 clusters Score -6063188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6063180.000000 Penalty: 3568.480225
	Iteration 83Q: 3 clusters Score -6063180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6063185.500000 Penalty: 3568.480225
	Iteration 84Q: 3 clusters Score -6063186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6063186.500000 Penalty: 3568.480225
	Iteration 85Q: 3 clusters Score -6063186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6063182.500000 Penalty: 3568.480225
	Iteration 86Q: 3 clusters Score -6063182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6063185.500000 Penalty: 3568.480225
	Iteration 87Q: 3 clusters Score -6063186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6063190.000000 Penalty: 3568.480225
	Iteration 88Q: 3 clusters Score -6063190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6063188.000000 Penalty: 3568.480225
	Iteration 89Q: 3 clusters Score -6063188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6063191.500000 Penalty: 3568.480225
	Iteration 90Q: 3 clusters Score -6063192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6063197.500000 Penalty: 3568.480225
	Iteration 91Q: 3 clusters Score -6063198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6063199.000000 Penalty: 3568.480225
	Iteration 92Q: 3 clusters Score -6063199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6063199.000000 Penalty: 3568.480225
	Iteration 93Q: 3 clusters Score -6063199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6063196.500000 Penalty: 3568.480225
	Iteration 94Q: 3 clusters Score -6063196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6063192.500000 Penalty: 3568.480225
	Iteration 95Q: 3 clusters Score -6063192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6063192.500000 Penalty: 3568.480225
	Iteration 96F: 3 clusters Score -6063192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -60081.546875 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -60081.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58852.890625 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -58852.89 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59149.460938 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -59149.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59316.726562 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -59316.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59524.320312 Penalty: 2147.600342
	Iteration 3F: 3 clusters Score -59524.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59895.355469 Penalty: 2147.600342
	Iteration 4F: 3 clusters Score -59895.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60293.878906 Penalty: 2147.600342
	Iteration 5F: 3 clusters Score -60293.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -60662.972656 Penalty: 2147.600342
	Iteration 6F: 3 clusters Score -60662.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60861.144531 Penalty: 2147.600342
	Iteration 7F: 3 clusters Score -60861.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60927.746094 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -60927.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61042.015625 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -61042.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61186.480469 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -61186.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61217.707031 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -61217.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61232.324219 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -61232.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61234.652344 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -61234.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61234.652344 Penalty: 2147.600342
	Iteration 14F: 3 clusters Score -61234.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176335 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110647 members 
Mstep: Class 34 contains 33573 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 322 members 
Entering Unmasked Estep 
Score: -101037928.000000 Penalty: 82904.648438
Splitting cluster 37 changes total score from -101038032.000000 to -101037928.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176335 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110647 members 
Mstep: Class 34 contains 33573 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037944.000000 Penalty: 80663.984375
Iteration 159Q: 37 clusters Score -1.010379e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10698 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13226 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180403 members 
Mstep: Class 20 contains 4012 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 176339 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104515 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110639 members 
Mstep: Class 34 contains 33572 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58685 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037888.000000 Penalty: 80663.984375
Iteration 160F: 37 clusters Score -1.010379e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2623 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13228 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180404 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176344 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110631 members 
Mstep: Class 34 contains 33571 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58686 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037976.000000 Penalty: 80663.984375
Iteration 161Q: 37 clusters Score -1.01038e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10698 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 180403 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10702 members 
Mstep: Class 28 contains 14797 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110628 members 
Mstep: Class 34 contains 33568 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58688 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037984.000000 Penalty: 80663.984375
Iteration 162Q: 37 clusters Score -1.01038e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8084 members 
Mstep: Class 19 contains 180400 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10703 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110629 members 
Mstep: Class 34 contains 33565 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58688 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037920.000000 Penalty: 80663.984375
Iteration 163Q: 37 clusters Score -1.010379e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 19 contains 180398 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10705 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110628 members 
Mstep: Class 34 contains 33562 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58691 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037968.000000 Penalty: 80663.984375
Iteration 164Q: 37 clusters Score -1.01038e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10701 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 180398 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10709 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110623 members 
Mstep: Class 34 contains 33555 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58690 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037944.000000 Penalty: 80663.984375
Iteration 165Q: 37 clusters Score -1.010379e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 180397 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10718 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110615 members 
Mstep: Class 34 contains 33551 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58688 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037880.000000 Penalty: 80663.984375
Iteration 166Q: 37 clusters Score -1.010379e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10704 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 180396 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176344 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10731 members 
Mstep: Class 28 contains 14797 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110606 members 
Mstep: Class 34 contains 33546 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58686 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037960.000000 Penalty: 80663.984375
Iteration 167Q: 37 clusters Score -1.01038e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10707 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8100 members 
Mstep: Class 19 contains 180396 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176344 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10741 members 
Mstep: Class 28 contains 14798 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110594 members 
Mstep: Class 34 contains 33540 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58684 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037952.000000 Penalty: 80663.984375
Iteration 168Q: 37 clusters Score -1.01038e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10711 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 180399 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10748 members 
Mstep: Class 28 contains 14797 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110581 members 
Mstep: Class 34 contains 33537 members 
Mstep: Class 35 contains 17440 members 
Mstep: Class 36 contains 58683 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037968.000000 Penalty: 80663.984375
Iteration 169Q: 37 clusters Score -1.01038e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25973 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10753 members 
Mstep: Class 28 contains 14798 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110566 members 
Mstep: Class 34 contains 33534 members 
Mstep: Class 35 contains 17439 members 
Mstep: Class 36 contains 58679 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037944.000000 Penalty: 80663.984375
Iteration 170Q: 37 clusters Score -1.010379e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 180401 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176351 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10756 members 
Mstep: Class 28 contains 14800 members 
Mstep: Class 29 contains 13503 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110559 members 
Mstep: Class 34 contains 33530 members 
Mstep: Class 35 contains 17438 members 
Mstep: Class 36 contains 58675 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037880.000000 Penalty: 80663.984375
Iteration 171Q: 37 clusters Score -1.010379e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8116 members 
Mstep: Class 19 contains 180397 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176352 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14802 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110557 members 
Mstep: Class 34 contains 33528 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58671 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037920.000000 Penalty: 80663.984375
Iteration 172Q: 37 clusters Score -1.010379e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 180390 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176351 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14803 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110564 members 
Mstep: Class 34 contains 33527 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58669 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037888.000000 Penalty: 80663.984375
Iteration 173Q: 37 clusters Score -1.010379e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8120 members 
Mstep: Class 19 contains 180391 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176352 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14803 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110563 members 
Mstep: Class 34 contains 33527 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58667 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037848.000000 Penalty: 80663.984375
Iteration 174Q: 37 clusters Score -1.010378e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10555 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 180389 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176352 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104514 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110562 members 
Mstep: Class 34 contains 33527 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58666 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037904.000000 Penalty: 80663.984375
Iteration 175Q: 37 clusters Score -1.010379e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10555 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 180388 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176353 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110560 members 
Mstep: Class 34 contains 33527 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58663 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037912.000000 Penalty: 80663.984375
Iteration 176Q: 37 clusters Score -1.010379e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10555 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8126 members 
Mstep: Class 19 contains 180388 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176354 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110558 members 
Mstep: Class 34 contains 33526 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58663 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037992.000000 Penalty: 80663.984375
Iteration 177Q: 37 clusters Score -1.01038e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8127 members 
Mstep: Class 19 contains 180388 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176355 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110556 members 
Mstep: Class 34 contains 33526 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58662 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037960.000000 Penalty: 80663.984375
Iteration 178Q: 37 clusters Score -1.01038e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8129 members 
Mstep: Class 19 contains 180393 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176355 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110549 members 
Mstep: Class 34 contains 33526 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58660 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037944.000000 Penalty: 80663.984375
Iteration 179Q: 37 clusters Score -1.010379e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 180392 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176356 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10760 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110546 members 
Mstep: Class 34 contains 33525 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58660 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037960.000000 Penalty: 80663.984375
Iteration 180F: 37 clusters Score -1.01038e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13187 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 180387 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176358 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10760 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110544 members 
Mstep: Class 34 contains 33524 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58663 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037928.000000 Penalty: 80663.984375
Iteration 181Q: 37 clusters Score -1.010379e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 13189 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 180384 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176360 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10761 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110542 members 
Mstep: Class 34 contains 33522 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58664 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037888.000000 Penalty: 80663.984375
Iteration 182Q: 37 clusters Score -1.010379e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13190 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 180379 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176359 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10764 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110544 members 
Mstep: Class 34 contains 33520 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58664 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037912.000000 Penalty: 80663.984375
Iteration 183Q: 37 clusters Score -1.010379e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13232 members 
Mstep: Class 15 contains 13192 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 180377 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176359 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10767 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110543 members 
Mstep: Class 34 contains 33519 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58665 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037872.000000 Penalty: 80663.984375
Iteration 184Q: 37 clusters Score -1.010379e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88527 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10560 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 13194 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 180373 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176358 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10771 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4803 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110542 members 
Mstep: Class 34 contains 33518 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58667 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037920.000000 Penalty: 80663.984375
Iteration 185Q: 37 clusters Score -1.010379e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10562 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13197 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 180370 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176356 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4803 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110535 members 
Mstep: Class 34 contains 33518 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58668 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037920.000000 Penalty: 80663.984375
Iteration 186Q: 37 clusters Score -1.010379e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10563 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13200 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 180367 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176357 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4803 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110527 members 
Mstep: Class 34 contains 33517 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58668 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037952.000000 Penalty: 80663.984375
Iteration 187Q: 37 clusters Score -1.01038e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13201 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180362 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176353 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10788 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4803 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33515 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58668 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037952.000000 Penalty: 80663.984375
Iteration 188Q: 37 clusters Score -1.01038e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10715 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13201 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180358 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176351 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10791 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33514 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58670 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037936.000000 Penalty: 80663.984375
Iteration 189Q: 37 clusters Score -1.010379e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10715 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13202 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180356 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176347 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4804 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58671 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037952.000000 Penalty: 80663.984375
Iteration 190Q: 37 clusters Score -1.01038e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13203 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180354 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25972 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4806 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038000.000000 Penalty: 80663.984375
Iteration 191Q: 37 clusters Score -1.01038e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13204 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180355 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176350 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15555 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110529 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037984.000000 Penalty: 80663.984375
Iteration 192Q: 37 clusters Score -1.01038e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 13204 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180355 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4808 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038008.000000 Penalty: 80663.984375
Iteration 193Q: 37 clusters Score -1.01038e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 13204 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180356 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176350 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110526 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037992.000000 Penalty: 80663.984375
Iteration 194Q: 37 clusters Score -1.01038e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180354 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176350 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110526 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037992.000000 Penalty: 80663.984375
Iteration 195Q: 37 clusters Score -1.01038e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13232 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180354 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15555 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110526 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038000.000000 Penalty: 80663.984375
Iteration 196Q: 37 clusters Score -1.01038e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180353 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038016.000000 Penalty: 80663.984375
Iteration 197Q: 37 clusters Score -1.01038e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180352 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038008.000000 Penalty: 80663.984375
Iteration 198Q: 37 clusters Score -1.01038e+08 nChanged 2
Entering ConstructFrom: 
Score: -101038008.000000 Penalty: 80663.984375
Entering ConstructFrom: 
Trying to split cluster 1 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -606886.625000 Penalty: 1410.802246
	Iteration 0F: 2 clusters Score -606886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -602439.562500 Penalty: 2821.604492
	Iteration 0F: 3 clusters Score -602439.6 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -603727.750000 Penalty: 2821.604492
	Iteration 1F: 3 clusters Score -603727.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -603939.500000 Penalty: 2821.604492
	Iteration 2F: 3 clusters Score -603939.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -604090.437500 Penalty: 2821.604492
	Iteration 3F: 3 clusters Score -604090.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -604218.750000 Penalty: 2821.604492
	Iteration 4Q: 3 clusters Score -604218.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -604315.562500 Penalty: 2821.604492
	Iteration 5Q: 3 clusters Score -604315.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -604398.500000 Penalty: 2821.604492
	Iteration 6Q: 3 clusters Score -604398.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -604467.687500 Penalty: 2821.604492
	Iteration 7Q: 3 clusters Score -604467.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -604530.000000 Penalty: 2821.604492
	Iteration 8Q: 3 clusters Score -604530 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -604588.625000 Penalty: 2821.604492
	Iteration 9Q: 3 clusters Score -604588.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -604652.062500 Penalty: 2821.604492
	Iteration 10Q: 3 clusters Score -604652.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -604713.625000 Penalty: 2821.604492
	Iteration 11Q: 3 clusters Score -604713.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -604782.125000 Penalty: 2821.604492
	Iteration 12Q: 3 clusters Score -604782.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -604854.562500 Penalty: 2821.604492
	Iteration 13Q: 3 clusters Score -604854.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -604922.937500 Penalty: 2821.604492
	Iteration 14Q: 3 clusters Score -604922.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -605002.812500 Penalty: 2821.604492
	Iteration 15Q: 3 clusters Score -605002.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -605086.750000 Penalty: 2821.604492
	Iteration 16Q: 3 clusters Score -605086.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -605176.375000 Penalty: 2821.604492
	Iteration 17Q: 3 clusters Score -605176.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -605249.875000 Penalty: 2821.604492
	Iteration 18Q: 3 clusters Score -605249.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -605308.125000 Penalty: 2821.604492
	Iteration 19Q: 3 clusters Score -605308.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -605366.250000 Penalty: 2821.604492
	Iteration 20F: 3 clusters Score -605366.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -605421.250000 Penalty: 2821.604492
	Iteration 21Q: 3 clusters Score -605421.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -605475.000000 Penalty: 2821.604492
	Iteration 22Q: 3 clusters Score -605475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -605521.062500 Penalty: 2821.604492
	Iteration 23Q: 3 clusters Score -605521.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -605552.937500 Penalty: 2821.604492
	Iteration 24Q: 3 clusters Score -605552.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -605582.062500 Penalty: 2821.604492
	Iteration 25Q: 3 clusters Score -605582.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -605597.250000 Penalty: 2821.604492
	Iteration 26Q: 3 clusters Score -605597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -605613.875000 Penalty: 2821.604492
	Iteration 27Q: 3 clusters Score -605613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -605621.937500 Penalty: 2821.604492
	Iteration 28Q: 3 clusters Score -605621.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -605628.875000 Penalty: 2821.604492
	Iteration 29Q: 3 clusters Score -605628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -605634.687500 Penalty: 2821.604492
	Iteration 30Q: 3 clusters Score -605634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -605642.812500 Penalty: 2821.604492
	Iteration 31Q: 3 clusters Score -605642.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -605652.250000 Penalty: 2821.604492
	Iteration 32Q: 3 clusters Score -605652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -605659.250000 Penalty: 2821.604492
	Iteration 33Q: 3 clusters Score -605659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -605662.250000 Penalty: 2821.604492
	Iteration 34Q: 3 clusters Score -605662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -605664.125000 Penalty: 2821.604492
	Iteration 35Q: 3 clusters Score -605664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -605670.812500 Penalty: 2821.604492
	Iteration 36Q: 3 clusters Score -605670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -605671.375000 Penalty: 2821.604492
	Iteration 37Q: 3 clusters Score -605671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -605673.062500 Penalty: 2821.604492
	Iteration 38Q: 3 clusters Score -605673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -605673.687500 Penalty: 2821.604492
	Iteration 39Q: 3 clusters Score -605673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -605673.687500 Penalty: 2821.604492
	Iteration 40F: 3 clusters Score -605673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -610868.375000 Penalty: 1411.517334
	Iteration 0F: 2 clusters Score -610868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -606321.875000 Penalty: 2823.034668
	Iteration 0F: 3 clusters Score -606321.9 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -607657.562500 Penalty: 2823.034668
	Iteration 1F: 3 clusters Score -607657.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -608022.937500 Penalty: 2823.034668
	Iteration 2F: 3 clusters Score -608022.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -608307.250000 Penalty: 2823.034668
	Iteration 3F: 3 clusters Score -608307.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -608555.000000 Penalty: 2823.034668
	Iteration 4F: 3 clusters Score -608555 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -608840.125000 Penalty: 2823.034668
	Iteration 5F: 3 clusters Score -608840.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -609128.437500 Penalty: 2823.034668
	Iteration 6F: 3 clusters Score -609128.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -609414.062500 Penalty: 2823.034668
	Iteration 7F: 3 clusters Score -609414.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -609735.562500 Penalty: 2823.034668
	Iteration 8F: 3 clusters Score -609735.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -610041.687500 Penalty: 2823.034668
	Iteration 9F: 3 clusters Score -610041.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -610232.375000 Penalty: 2823.034668
	Iteration 10Q: 3 clusters Score -610232.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -610360.125000 Penalty: 2823.034668
	Iteration 11Q: 3 clusters Score -610360.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -610421.250000 Penalty: 2823.034668
	Iteration 12Q: 3 clusters Score -610421.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -610454.687500 Penalty: 2823.034668
	Iteration 13Q: 3 clusters Score -610454.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -610478.687500 Penalty: 2823.034668
	Iteration 14Q: 3 clusters Score -610478.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -610502.875000 Penalty: 2823.034668
	Iteration 15Q: 3 clusters Score -610502.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -610522.250000 Penalty: 2823.034668
	Iteration 16Q: 3 clusters Score -610522.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -610532.375000 Penalty: 2823.034668
	Iteration 17Q: 3 clusters Score -610532.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -610537.500000 Penalty: 2823.034668
	Iteration 18Q: 3 clusters Score -610537.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -610543.062500 Penalty: 2823.034668
	Iteration 19Q: 3 clusters Score -610543.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -610546.625000 Penalty: 2823.034668
	Iteration 20F: 3 clusters Score -610546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -610548.375000 Penalty: 2823.034668
	Iteration 21Q: 3 clusters Score -610548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -610549.062500 Penalty: 2823.034668
	Iteration 22Q: 3 clusters Score -610549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -610550.625000 Penalty: 2823.034668
	Iteration 23Q: 3 clusters Score -610550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -610551.000000 Penalty: 2823.034668
	Iteration 24Q: 3 clusters Score -610551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -610552.125000 Penalty: 2823.034668
	Iteration 25Q: 3 clusters Score -610552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -610552.187500 Penalty: 2823.034668
	Iteration 26Q: 3 clusters Score -610552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -610552.875000 Penalty: 2823.034668
	Iteration 27Q: 3 clusters Score -610552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -610552.875000 Penalty: 2823.034668
	Iteration 28F: 3 clusters Score -610552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -171127.843750 Penalty: 1221.861816
	Iteration 0F: 2 clusters Score -171127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -169161.046875 Penalty: 2443.723633
	Iteration 0F: 3 clusters Score -169161 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -169816.390625 Penalty: 2443.723633
	Iteration 1F: 3 clusters Score -169816.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -170148.843750 Penalty: 2443.723633
	Iteration 2F: 3 clusters Score -170148.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -170437.859375 Penalty: 2443.723633
	Iteration 3F: 3 clusters Score -170437.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -170618.718750 Penalty: 2443.723633
	Iteration 4F: 3 clusters Score -170618.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -170701.875000 Penalty: 2443.723633
	Iteration 5Q: 3 clusters Score -170701.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -170740.171875 Penalty: 2443.723633
	Iteration 6Q: 3 clusters Score -170740.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -170784.000000 Penalty: 2443.723633
	Iteration 7Q: 3 clusters Score -170784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -170803.921875 Penalty: 2443.723633
	Iteration 8Q: 3 clusters Score -170803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170821.156250 Penalty: 2443.723633
	Iteration 9Q: 3 clusters Score -170821.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -170834.312500 Penalty: 2443.723633
	Iteration 10Q: 3 clusters Score -170834.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -170846.046875 Penalty: 2443.723633
	Iteration 11Q: 3 clusters Score -170846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -170857.750000 Penalty: 2443.723633
	Iteration 12Q: 3 clusters Score -170857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -170866.000000 Penalty: 2443.723633
	Iteration 13Q: 3 clusters Score -170866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -170872.015625 Penalty: 2443.723633
	Iteration 14Q: 3 clusters Score -170872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -170875.156250 Penalty: 2443.723633
	Iteration 15Q: 3 clusters Score -170875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -170881.312500 Penalty: 2443.723633
	Iteration 16Q: 3 clusters Score -170881.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170886.765625 Penalty: 2443.723633
	Iteration 17Q: 3 clusters Score -170886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -170891.359375 Penalty: 2443.723633
	Iteration 18Q: 3 clusters Score -170891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170895.859375 Penalty: 2443.723633
	Iteration 19Q: 3 clusters Score -170895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -170896.718750 Penalty: 2443.723633
	Iteration 20F: 3 clusters Score -170896.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -27727.734375 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -27727.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27057.796875 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -27057.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27847.669922 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -27847.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28279.707031 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -28279.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28443.458984 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -28443.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28504.304688 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -28504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28558.158203 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -28558.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28614.994141 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -28614.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28676.412109 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -28676.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28733.566406 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -28733.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28779.904297 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -28779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28808.509766 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -28808.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28826.070312 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -28826.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28852.826172 Penalty: 1959.190430
	Iteration 12Q: 3 clusters Score -28852.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28868.652344 Penalty: 1959.190430
	Iteration 13Q: 3 clusters Score -28868.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28883.906250 Penalty: 1959.190430
	Iteration 14Q: 3 clusters Score -28883.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28891.400391 Penalty: 1959.190430
	Iteration 15Q: 3 clusters Score -28891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28897.031250 Penalty: 1959.190430
	Iteration 16Q: 3 clusters Score -28897.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28897.031250 Penalty: 1959.190430
	Iteration 17F: 3 clusters Score -28897.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180351 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037896.000000 Penalty: 82904.648438
Splitting cluster 4 changes total score from -101038008.000000 to -101037896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -1047053.562500 Penalty: 1507.887329
	Iteration 0F: 2 clusters Score -1047054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1039481.062500 Penalty: 3015.774658
	Iteration 0F: 3 clusters Score -1039481 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1042311.625000 Penalty: 3015.774658
	Iteration 1F: 3 clusters Score -1042312 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1042884.312500 Penalty: 3015.774658
	Iteration 2F: 3 clusters Score -1042884 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1043452.562500 Penalty: 3015.774658
	Iteration 3F: 3 clusters Score -1043453 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1043985.812500 Penalty: 3015.774658
	Iteration 4F: 3 clusters Score -1043986 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1044381.750000 Penalty: 3015.774658
	Iteration 5F: 3 clusters Score -1044382 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1044659.687500 Penalty: 3015.774658
	Iteration 6Q: 3 clusters Score -1044660 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1044828.250000 Penalty: 3015.774658
	Iteration 7Q: 3 clusters Score -1044828 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1044941.375000 Penalty: 3015.774658
	Iteration 8Q: 3 clusters Score -1044941 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1045061.000000 Penalty: 3015.774658
	Iteration 9Q: 3 clusters Score -1045061 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1045172.562500 Penalty: 3015.774658
	Iteration 10Q: 3 clusters Score -1045173 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1045274.687500 Penalty: 3015.774658
	Iteration 11Q: 3 clusters Score -1045275 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1045375.312500 Penalty: 3015.774658
	Iteration 12Q: 3 clusters Score -1045375 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1045464.812500 Penalty: 3015.774658
	Iteration 13Q: 3 clusters Score -1045465 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1045573.750000 Penalty: 3015.774658
	Iteration 14Q: 3 clusters Score -1045574 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1045662.125000 Penalty: 3015.774658
	Iteration 15Q: 3 clusters Score -1045662 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1045730.375000 Penalty: 3015.774658
	Iteration 16Q: 3 clusters Score -1045730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1045785.250000 Penalty: 3015.774658
	Iteration 17Q: 3 clusters Score -1045785 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1045826.750000 Penalty: 3015.774658
	Iteration 18Q: 3 clusters Score -1045827 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1045866.625000 Penalty: 3015.774658
	Iteration 19Q: 3 clusters Score -1045867 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1045898.500000 Penalty: 3015.774658
	Iteration 20F: 3 clusters Score -1045898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1045937.625000 Penalty: 3015.774658
	Iteration 21Q: 3 clusters Score -1045938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1045967.687500 Penalty: 3015.774658
	Iteration 22Q: 3 clusters Score -1045968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1046001.437500 Penalty: 3015.774658
	Iteration 23Q: 3 clusters Score -1046001 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1046032.375000 Penalty: 3015.774658
	Iteration 24Q: 3 clusters Score -1046032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1046068.562500 Penalty: 3015.774658
	Iteration 25Q: 3 clusters Score -1046069 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1046102.125000 Penalty: 3015.774658
	Iteration 26Q: 3 clusters Score -1046102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1046136.750000 Penalty: 3015.774658
	Iteration 27Q: 3 clusters Score -1046137 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1046175.250000 Penalty: 3015.774658
	Iteration 28Q: 3 clusters Score -1046175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1046205.250000 Penalty: 3015.774658
	Iteration 29Q: 3 clusters Score -1046205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1046234.500000 Penalty: 3015.774658
	Iteration 30Q: 3 clusters Score -1046234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1046266.937500 Penalty: 3015.774658
	Iteration 31Q: 3 clusters Score -1046267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1046296.562500 Penalty: 3015.774658
	Iteration 32Q: 3 clusters Score -1046297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1046326.125000 Penalty: 3015.774658
	Iteration 33Q: 3 clusters Score -1046326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1046343.875000 Penalty: 3015.774658
	Iteration 34Q: 3 clusters Score -1046344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1046364.000000 Penalty: 3015.774658
	Iteration 35Q: 3 clusters Score -1046364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1046376.375000 Penalty: 3015.774658
	Iteration 36Q: 3 clusters Score -1046376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1046385.687500 Penalty: 3015.774658
	Iteration 37Q: 3 clusters Score -1046386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1046413.687500 Penalty: 3015.774658
	Iteration 38Q: 3 clusters Score -1046414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1046444.937500 Penalty: 3015.774658
	Iteration 39Q: 3 clusters Score -1046445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1046482.062500 Penalty: 3015.774658
	Iteration 40F: 3 clusters Score -1046482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1046503.000000 Penalty: 3015.774658
	Iteration 41Q: 3 clusters Score -1046503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1046515.125000 Penalty: 3015.774658
	Iteration 42Q: 3 clusters Score -1046515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1046519.937500 Penalty: 3015.774658
	Iteration 43Q: 3 clusters Score -1046520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1046521.125000 Penalty: 3015.774658
	Iteration 44Q: 3 clusters Score -1046521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1046523.125000 Penalty: 3015.774658
	Iteration 45Q: 3 clusters Score -1046523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1046522.312500 Penalty: 3015.774658
	Iteration 46Q: 3 clusters Score -1046522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1046522.312500 Penalty: 3015.774658
	Iteration 47F: 3 clusters Score -1046522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Entering Unmasked Estep 
Score: -9636697.000000 Penalty: 1851.045776
	Iteration 0F: 2 clusters Score -9636697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -9577476.000000 Penalty: 3702.091553
	Iteration 0F: 3 clusters Score -9577476 nChanged 42321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -9601905.000000 Penalty: 3702.091553
	Iteration 1F: 3 clusters Score -9601905 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -9603228.000000 Penalty: 3702.091553
	Iteration 2Q: 3 clusters Score -9603228 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -9605779.000000 Penalty: 3702.091553
	Iteration 3F: 3 clusters Score -9605779 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -9610064.000000 Penalty: 3702.091553
	Iteration 4F: 3 clusters Score -9610064 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -9616450.000000 Penalty: 3702.091553
	Iteration 5F: 3 clusters Score -9616450 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -9623784.000000 Penalty: 3702.091553
	Iteration 6F: 3 clusters Score -9623784 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -9629497.000000 Penalty: 3702.091553
	Iteration 7F: 3 clusters Score -9629497 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9632818.000000 Penalty: 3702.091553
	Iteration 8Q: 3 clusters Score -9632818 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9634245.000000 Penalty: 3702.091553
	Iteration 9Q: 3 clusters Score -9634245 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9634729.000000 Penalty: 3702.091553
	Iteration 10Q: 3 clusters Score -9634729 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9634884.000000 Penalty: 3702.091553
	Iteration 11Q: 3 clusters Score -9634884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9634986.000000 Penalty: 3702.091553
	Iteration 12Q: 3 clusters Score -9634986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9635023.000000 Penalty: 3702.091553
	Iteration 13Q: 3 clusters Score -9635023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9635035.000000 Penalty: 3702.091553
	Iteration 14Q: 3 clusters Score -9635035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9635051.000000 Penalty: 3702.091553
	Iteration 15Q: 3 clusters Score -9635051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9635061.000000 Penalty: 3702.091553
	Iteration 16Q: 3 clusters Score -9635061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9635061.000000 Penalty: 3702.091553
	Iteration 17Q: 3 clusters Score -9635061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9635065.000000 Penalty: 3702.091553
	Iteration 18Q: 3 clusters Score -9635065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9635070.000000 Penalty: 3702.091553
	Iteration 19Q: 3 clusters Score -9635070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9635085.000000 Penalty: 3702.091553
	Iteration 20F: 3 clusters Score -9635085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9635085.000000 Penalty: 3702.091553
	Iteration 21Q: 3 clusters Score -9635085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9635089.000000 Penalty: 3702.091553
	Iteration 22Q: 3 clusters Score -9635089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9635097.000000 Penalty: 3702.091553
	Iteration 23Q: 3 clusters Score -9635097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9635101.000000 Penalty: 3702.091553
	Iteration 24Q: 3 clusters Score -9635101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9635103.000000 Penalty: 3702.091553
	Iteration 25Q: 3 clusters Score -9635103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9635105.000000 Penalty: 3702.091553
	Iteration 26Q: 3 clusters Score -9635105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9635105.000000 Penalty: 3702.091553
	Iteration 27Q: 3 clusters Score -9635105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9635112.000000 Penalty: 3702.091553
	Iteration 28Q: 3 clusters Score -9635112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9635113.000000 Penalty: 3702.091553
	Iteration 29Q: 3 clusters Score -9635113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9635120.000000 Penalty: 3702.091553
	Iteration 30Q: 3 clusters Score -9635120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9635123.000000 Penalty: 3702.091553
	Iteration 31Q: 3 clusters Score -9635123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9635123.000000 Penalty: 3702.091553
	Iteration 32F: 3 clusters Score -9635123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -45074.718750 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -45074.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44001.343750 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -44001.34 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44295.320312 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -44295.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44560.226562 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -44560.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44820.625000 Penalty: 2066.298828
	Iteration 3F: 3 clusters Score -44820.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -44970.140625 Penalty: 2066.298828
	Iteration 4F: 3 clusters Score -44970.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45027.035156 Penalty: 2066.298828
	Iteration 5Q: 3 clusters Score -45027.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45060.347656 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -45060.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45105.769531 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -45105.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45136.671875 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -45136.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45152.242188 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -45152.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45153.257812 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -45153.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45153.257812 Penalty: 2066.298828
	Iteration 11F: 3 clusters Score -45153.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180351 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 144 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101036816.000000 Penalty: 82904.648438
Splitting cluster 7 changes total score from -101038008.000000 to -101036816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1148251.750000 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -1148252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1140717.375000 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -1140717 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1143292.625000 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -1143293 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1143534.875000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -1143535 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1143749.250000 Penalty: 3011.223145
	Iteration 3Q: 3 clusters Score -1143749 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1143949.625000 Penalty: 3011.223145
	Iteration 4Q: 3 clusters Score -1143950 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1144128.000000 Penalty: 3011.223145
	Iteration 5Q: 3 clusters Score -1144128 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1144343.000000 Penalty: 3011.223145
	Iteration 6Q: 3 clusters Score -1144343 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1144603.000000 Penalty: 3011.223145
	Iteration 7Q: 3 clusters Score -1144603 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1144921.250000 Penalty: 3011.223145
	Iteration 8Q: 3 clusters Score -1144921 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1145305.500000 Penalty: 3011.223145
	Iteration 9Q: 3 clusters Score -1145306 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1145719.875000 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -1145720 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1146076.625000 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -1146077 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1146325.375000 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -1146325 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1146497.125000 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -1146497 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1146618.000000 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -1146618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1146700.375000 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -1146700 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1146769.750000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -1146770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1146822.000000 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -1146822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1146866.875000 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -1146867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1146897.000000 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -1146897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1146920.875000 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -1146921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1146938.750000 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -1146939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1146952.000000 Penalty: 3011.223145
	Iteration 22Q: 3 clusters Score -1146952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1146966.000000 Penalty: 3011.223145
	Iteration 23Q: 3 clusters Score -1146966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1146974.375000 Penalty: 3011.223145
	Iteration 24Q: 3 clusters Score -1146974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1146979.625000 Penalty: 3011.223145
	Iteration 25Q: 3 clusters Score -1146980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1146983.250000 Penalty: 3011.223145
	Iteration 26Q: 3 clusters Score -1146983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1146987.750000 Penalty: 3011.223145
	Iteration 27Q: 3 clusters Score -1146988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1146991.500000 Penalty: 3011.223145
	Iteration 28Q: 3 clusters Score -1146992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1146995.750000 Penalty: 3011.223145
	Iteration 29Q: 3 clusters Score -1146996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1146994.750000 Penalty: 3011.223145
	Iteration 30Q: 3 clusters Score -1146995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1147003.500000 Penalty: 3011.223145
	Iteration 31Q: 3 clusters Score -1147004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1147004.125000 Penalty: 3011.223145
	Iteration 32Q: 3 clusters Score -1147004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1147006.125000 Penalty: 3011.223145
	Iteration 33Q: 3 clusters Score -1147006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1147008.500000 Penalty: 3011.223145
	Iteration 34Q: 3 clusters Score -1147008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1147011.125000 Penalty: 3011.223145
	Iteration 35Q: 3 clusters Score -1147011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1147012.000000 Penalty: 3011.223145
	Iteration 36Q: 3 clusters Score -1147012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1147016.250000 Penalty: 3011.223145
	Iteration 37Q: 3 clusters Score -1147016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1147019.875000 Penalty: 3011.223145
	Iteration 38Q: 3 clusters Score -1147020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1147018.500000 Penalty: 3011.223145
	Iteration 39Q: 3 clusters Score -1147018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1147020.000000 Penalty: 3011.223145
	Iteration 40F: 3 clusters Score -1147020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1147023.250000 Penalty: 3011.223145
	Iteration 41Q: 3 clusters Score -1147023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1147024.500000 Penalty: 3011.223145
	Iteration 42Q: 3 clusters Score -1147024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1147024.875000 Penalty: 3011.223145
	Iteration 43Q: 3 clusters Score -1147025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1147024.875000 Penalty: 3011.223145
	Iteration 44Q: 3 clusters Score -1147025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1147026.875000 Penalty: 3011.223145
	Iteration 45Q: 3 clusters Score -1147027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1147026.875000 Penalty: 3011.223145
	Iteration 46F: 3 clusters Score -1147027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -136147.156250 Penalty: 1196.223511
	Iteration 0F: 2 clusters Score -136147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134484.843750 Penalty: 2392.447021
	Iteration 0F: 3 clusters Score -134484.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -135431.781250 Penalty: 2392.447021
	Iteration 1F: 3 clusters Score -135431.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135979.781250 Penalty: 2392.447021
	Iteration 2F: 3 clusters Score -135979.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136286.562500 Penalty: 2392.447021
	Iteration 3F: 3 clusters Score -136286.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -136584.093750 Penalty: 2392.447021
	Iteration 4F: 3 clusters Score -136584.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -136695.484375 Penalty: 2392.447021
	Iteration 5Q: 3 clusters Score -136695.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -136743.468750 Penalty: 2392.447021
	Iteration 6Q: 3 clusters Score -136743.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -136771.875000 Penalty: 2392.447021
	Iteration 7Q: 3 clusters Score -136771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -136779.093750 Penalty: 2392.447021
	Iteration 8Q: 3 clusters Score -136779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -136782.796875 Penalty: 2392.447021
	Iteration 9Q: 3 clusters Score -136782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -136784.546875 Penalty: 2392.447021
	Iteration 10Q: 3 clusters Score -136784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -136784.546875 Penalty: 2392.447021
	Iteration 11F: 3 clusters Score -136784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180351 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037688.000000 Penalty: 82904.648438
Splitting cluster 9 changes total score from -101038008.000000 to -101037688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -309892.125000 Penalty: 1311.725220
	Iteration 0F: 2 clusters Score -309892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -307104.250000 Penalty: 2623.450439
	Iteration 0F: 3 clusters Score -307104.2 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -307815.406250 Penalty: 2623.450439
	Iteration 1F: 3 clusters Score -307815.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -307994.437500 Penalty: 2623.450439
	Iteration 2F: 3 clusters Score -307994.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -308204.125000 Penalty: 2623.450439
	Iteration 3F: 3 clusters Score -308204.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -308383.281250 Penalty: 2623.450439
	Iteration 4F: 3 clusters Score -308383.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308527.843750 Penalty: 2623.450439
	Iteration 5F: 3 clusters Score -308527.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -308665.687500 Penalty: 2623.450439
	Iteration 6Q: 3 clusters Score -308665.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -308790.562500 Penalty: 2623.450439
	Iteration 7Q: 3 clusters Score -308790.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -308913.750000 Penalty: 2623.450439
	Iteration 8Q: 3 clusters Score -308913.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -309035.156250 Penalty: 2623.450439
	Iteration 9Q: 3 clusters Score -309035.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -309140.843750 Penalty: 2623.450439
	Iteration 10Q: 3 clusters Score -309140.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -309215.218750 Penalty: 2623.450439
	Iteration 11Q: 3 clusters Score -309215.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -309280.812500 Penalty: 2623.450439
	Iteration 12Q: 3 clusters Score -309280.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -309327.062500 Penalty: 2623.450439
	Iteration 13Q: 3 clusters Score -309327.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -309361.218750 Penalty: 2623.450439
	Iteration 14Q: 3 clusters Score -309361.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -309384.781250 Penalty: 2623.450439
	Iteration 15Q: 3 clusters Score -309384.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -309402.812500 Penalty: 2623.450439
	Iteration 16Q: 3 clusters Score -309402.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -309416.125000 Penalty: 2623.450439
	Iteration 17Q: 3 clusters Score -309416.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -309432.468750 Penalty: 2623.450439
	Iteration 18Q: 3 clusters Score -309432.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -309446.218750 Penalty: 2623.450439
	Iteration 19Q: 3 clusters Score -309446.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -309464.031250 Penalty: 2623.450439
	Iteration 20F: 3 clusters Score -309464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -309493.531250 Penalty: 2623.450439
	Iteration 21Q: 3 clusters Score -309493.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -309507.843750 Penalty: 2623.450439
	Iteration 22Q: 3 clusters Score -309507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -309517.781250 Penalty: 2623.450439
	Iteration 23Q: 3 clusters Score -309517.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -309524.000000 Penalty: 2623.450439
	Iteration 24Q: 3 clusters Score -309524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -309532.000000 Penalty: 2623.450439
	Iteration 25Q: 3 clusters Score -309532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -309540.500000 Penalty: 2623.450439
	Iteration 26Q: 3 clusters Score -309540.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -309550.093750 Penalty: 2623.450439
	Iteration 27Q: 3 clusters Score -309550.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -309561.468750 Penalty: 2623.450439
	Iteration 28Q: 3 clusters Score -309561.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -309569.531250 Penalty: 2623.450439
	Iteration 29Q: 3 clusters Score -309569.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -309575.531250 Penalty: 2623.450439
	Iteration 30Q: 3 clusters Score -309575.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -309581.718750 Penalty: 2623.450439
	Iteration 31Q: 3 clusters Score -309581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -309585.718750 Penalty: 2623.450439
	Iteration 32Q: 3 clusters Score -309585.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -309590.531250 Penalty: 2623.450439
	Iteration 33Q: 3 clusters Score -309590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -309591.937500 Penalty: 2623.450439
	Iteration 34Q: 3 clusters Score -309591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -309592.093750 Penalty: 2623.450439
	Iteration 35Q: 3 clusters Score -309592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -309592.593750 Penalty: 2623.450439
	Iteration 36Q: 3 clusters Score -309592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -309593.500000 Penalty: 2623.450439
	Iteration 37Q: 3 clusters Score -309593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -309593.500000 Penalty: 2623.450439
	Iteration 38F: 3 clusters Score -309593.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -1041677.812500 Penalty: 1500.692871
	Iteration 0F: 2 clusters Score -1041678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1034387.187500 Penalty: 3001.385742
	Iteration 0F: 3 clusters Score -1034387 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1036922.937500 Penalty: 3001.385742
	Iteration 1F: 3 clusters Score -1036923 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1037427.000000 Penalty: 3001.385742
	Iteration 2F: 3 clusters Score -1037427 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1037955.500000 Penalty: 3001.385742
	Iteration 3F: 3 clusters Score -1037956 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1038508.000000 Penalty: 3001.385742
	Iteration 4F: 3 clusters Score -1038508 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1039000.125000 Penalty: 3001.385742
	Iteration 5F: 3 clusters Score -1039000 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1039346.937500 Penalty: 3001.385742
	Iteration 6F: 3 clusters Score -1039347 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1039606.187500 Penalty: 3001.385742
	Iteration 7Q: 3 clusters Score -1039606 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1039777.687500 Penalty: 3001.385742
	Iteration 8Q: 3 clusters Score -1039778 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1039915.437500 Penalty: 3001.385742
	Iteration 9Q: 3 clusters Score -1039915 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1040025.625000 Penalty: 3001.385742
	Iteration 10Q: 3 clusters Score -1040026 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1040124.437500 Penalty: 3001.385742
	Iteration 11Q: 3 clusters Score -1040124 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1040213.562500 Penalty: 3001.385742
	Iteration 12Q: 3 clusters Score -1040214 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1040302.500000 Penalty: 3001.385742
	Iteration 13Q: 3 clusters Score -1040302 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1040369.062500 Penalty: 3001.385742
	Iteration 14Q: 3 clusters Score -1040369 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1040427.875000 Penalty: 3001.385742
	Iteration 15Q: 3 clusters Score -1040428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1040470.625000 Penalty: 3001.385742
	Iteration 16Q: 3 clusters Score -1040471 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1040507.500000 Penalty: 3001.385742
	Iteration 17Q: 3 clusters Score -1040508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1040540.000000 Penalty: 3001.385742
	Iteration 18Q: 3 clusters Score -1040540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1040566.875000 Penalty: 3001.385742
	Iteration 19Q: 3 clusters Score -1040567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1040582.750000 Penalty: 3001.385742
	Iteration 20F: 3 clusters Score -1040583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1040595.250000 Penalty: 3001.385742
	Iteration 21Q: 3 clusters Score -1040595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1040607.125000 Penalty: 3001.385742
	Iteration 22Q: 3 clusters Score -1040607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1040617.875000 Penalty: 3001.385742
	Iteration 23Q: 3 clusters Score -1040618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1040625.312500 Penalty: 3001.385742
	Iteration 24Q: 3 clusters Score -1040625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1040633.375000 Penalty: 3001.385742
	Iteration 25Q: 3 clusters Score -1040633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1040648.125000 Penalty: 3001.385742
	Iteration 26Q: 3 clusters Score -1040648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1040659.625000 Penalty: 3001.385742
	Iteration 27Q: 3 clusters Score -1040660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1040662.312500 Penalty: 3001.385742
	Iteration 28Q: 3 clusters Score -1040662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1040668.250000 Penalty: 3001.385742
	Iteration 29Q: 3 clusters Score -1040668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1040673.125000 Penalty: 3001.385742
	Iteration 30Q: 3 clusters Score -1040673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1040675.875000 Penalty: 3001.385742
	Iteration 31Q: 3 clusters Score -1040676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1040676.187500 Penalty: 3001.385742
	Iteration 32Q: 3 clusters Score -1040676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1040678.000000 Penalty: 3001.385742
	Iteration 33Q: 3 clusters Score -1040678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1040679.750000 Penalty: 3001.385742
	Iteration 34Q: 3 clusters Score -1040680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1040680.937500 Penalty: 3001.385742
	Iteration 35Q: 3 clusters Score -1040681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1040680.750000 Penalty: 3001.385742
	Iteration 36Q: 3 clusters Score -1040681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1040682.125000 Penalty: 3001.385742
	Iteration 37Q: 3 clusters Score -1040682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1040681.875000 Penalty: 3001.385742
	Iteration 38Q: 3 clusters Score -1040682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1040683.437500 Penalty: 3001.385742
	Iteration 39Q: 3 clusters Score -1040683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1040683.750000 Penalty: 3001.385742
	Iteration 40F: 3 clusters Score -1040684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1040685.375000 Penalty: 3001.385742
	Iteration 41Q: 3 clusters Score -1040685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1040684.687500 Penalty: 3001.385742
	Iteration 42Q: 3 clusters Score -1040685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1040685.250000 Penalty: 3001.385742
	Iteration 43Q: 3 clusters Score -1040685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1040685.375000 Penalty: 3001.385742
	Iteration 44Q: 3 clusters Score -1040685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1040686.875000 Penalty: 3001.385742
	Iteration 45Q: 3 clusters Score -1040687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1040686.875000 Penalty: 3001.385742
	Iteration 46F: 3 clusters Score -1040687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -256371.390625 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -256371.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -253913.625000 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -253913.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -254648.531250 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -254648.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -254840.984375 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -254841 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -255006.812500 Penalty: 2558.547852
	Iteration 3F: 3 clusters Score -255006.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -255160.062500 Penalty: 2558.547852
	Iteration 4F: 3 clusters Score -255160.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -255321.765625 Penalty: 2558.547852
	Iteration 5F: 3 clusters Score -255321.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -255469.296875 Penalty: 2558.547852
	Iteration 6F: 3 clusters Score -255469.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -255556.312500 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -255556.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -255600.718750 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -255600.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -255626.875000 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -255626.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255646.890625 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -255646.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -255667.906250 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -255667.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -255686.703125 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -255686.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -255702.656250 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -255702.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -255716.234375 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -255716.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -255724.109375 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -255724.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -255731.187500 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -255731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -255736.375000 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -255736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -255739.656250 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -255739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -255740.656250 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -255740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -255742.187500 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -255742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -255743.906250 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -255743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -255744.406250 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -255744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -255745.453125 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -255745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -255745.484375 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -255745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -255745.968750 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -255746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -255747.484375 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -255747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -255750.078125 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -255750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -255751.765625 Penalty: 2558.547852
	Iteration 28Q: 3 clusters Score -255751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -255753.875000 Penalty: 2558.547852
	Iteration 29Q: 3 clusters Score -255753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -255757.234375 Penalty: 2558.547852
	Iteration 30Q: 3 clusters Score -255757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -255759.609375 Penalty: 2558.547852
	Iteration 31Q: 3 clusters Score -255759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -255763.031250 Penalty: 2558.547852
	Iteration 32Q: 3 clusters Score -255763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -255764.406250 Penalty: 2558.547852
	Iteration 33Q: 3 clusters Score -255764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -255765.187500 Penalty: 2558.547852
	Iteration 34Q: 3 clusters Score -255765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -255766.406250 Penalty: 2558.547852
	Iteration 35Q: 3 clusters Score -255766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -255766.375000 Penalty: 2558.547852
	Iteration 36Q: 3 clusters Score -255766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -255766.375000 Penalty: 2558.547852
	Iteration 37F: 3 clusters Score -255766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -563476.375000 Penalty: 1399.708984
	Iteration 0F: 2 clusters Score -563476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -559142.375000 Penalty: 2799.417969
	Iteration 0F: 3 clusters Score -559142.4 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -560552.812500 Penalty: 2799.417969
	Iteration 1F: 3 clusters Score -560552.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -561013.312500 Penalty: 2799.417969
	Iteration 2F: 3 clusters Score -561013.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -561394.062500 Penalty: 2799.417969
	Iteration 3F: 3 clusters Score -561394.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -561704.687500 Penalty: 2799.417969
	Iteration 4F: 3 clusters Score -561704.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -561974.562500 Penalty: 2799.417969
	Iteration 5F: 3 clusters Score -561974.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -562240.750000 Penalty: 2799.417969
	Iteration 6Q: 3 clusters Score -562240.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -562503.250000 Penalty: 2799.417969
	Iteration 7Q: 3 clusters Score -562503.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -562722.875000 Penalty: 2799.417969
	Iteration 8Q: 3 clusters Score -562722.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -562901.625000 Penalty: 2799.417969
	Iteration 9Q: 3 clusters Score -562901.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -563027.812500 Penalty: 2799.417969
	Iteration 10Q: 3 clusters Score -563027.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -563125.125000 Penalty: 2799.417969
	Iteration 11Q: 3 clusters Score -563125.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -563195.937500 Penalty: 2799.417969
	Iteration 12Q: 3 clusters Score -563195.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -563235.125000 Penalty: 2799.417969
	Iteration 13Q: 3 clusters Score -563235.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -563270.687500 Penalty: 2799.417969
	Iteration 14Q: 3 clusters Score -563270.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -563292.875000 Penalty: 2799.417969
	Iteration 15Q: 3 clusters Score -563292.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -563311.000000 Penalty: 2799.417969
	Iteration 16Q: 3 clusters Score -563311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -563325.937500 Penalty: 2799.417969
	Iteration 17Q: 3 clusters Score -563325.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -563334.062500 Penalty: 2799.417969
	Iteration 18Q: 3 clusters Score -563334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -563336.812500 Penalty: 2799.417969
	Iteration 19Q: 3 clusters Score -563336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -563340.062500 Penalty: 2799.417969
	Iteration 20F: 3 clusters Score -563340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -563341.500000 Penalty: 2799.417969
	Iteration 21Q: 3 clusters Score -563341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -563344.312500 Penalty: 2799.417969
	Iteration 22Q: 3 clusters Score -563344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -563344.125000 Penalty: 2799.417969
	Iteration 23Q: 3 clusters Score -563344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -563344.125000 Penalty: 2799.417969
	Iteration 24F: 3 clusters Score -563344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Entering Unmasked Estep 
Score: -1342640.250000 Penalty: 1542.201172
	Iteration 0F: 2 clusters Score -1342640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1333362.375000 Penalty: 3084.402344
	Iteration 0F: 3 clusters Score -1333362 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1336542.875000 Penalty: 3084.402344
	Iteration 1F: 3 clusters Score -1336543 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1336992.125000 Penalty: 3084.402344
	Iteration 2F: 3 clusters Score -1336992 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1337650.875000 Penalty: 3084.402344
	Iteration 3F: 3 clusters Score -1337651 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1338572.250000 Penalty: 3084.402344
	Iteration 4F: 3 clusters Score -1338572 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1339518.125000 Penalty: 3084.402344
	Iteration 5F: 3 clusters Score -1339518 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1340240.375000 Penalty: 3084.402344
	Iteration 6F: 3 clusters Score -1340240 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1340650.375000 Penalty: 3084.402344
	Iteration 7F: 3 clusters Score -1340650 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1340898.625000 Penalty: 3084.402344
	Iteration 8Q: 3 clusters Score -1340899 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1341055.000000 Penalty: 3084.402344
	Iteration 9Q: 3 clusters Score -1341055 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1341177.500000 Penalty: 3084.402344
	Iteration 10Q: 3 clusters Score -1341178 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1341284.375000 Penalty: 3084.402344
	Iteration 11Q: 3 clusters Score -1341284 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1341378.000000 Penalty: 3084.402344
	Iteration 12Q: 3 clusters Score -1341378 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1341436.500000 Penalty: 3084.402344
	Iteration 13Q: 3 clusters Score -1341436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1341497.125000 Penalty: 3084.402344
	Iteration 14Q: 3 clusters Score -1341497 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1341547.000000 Penalty: 3084.402344
	Iteration 15Q: 3 clusters Score -1341547 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1341582.250000 Penalty: 3084.402344
	Iteration 16Q: 3 clusters Score -1341582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1341615.875000 Penalty: 3084.402344
	Iteration 17Q: 3 clusters Score -1341616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1341637.000000 Penalty: 3084.402344
	Iteration 18Q: 3 clusters Score -1341637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1341648.250000 Penalty: 3084.402344
	Iteration 19Q: 3 clusters Score -1341648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1341667.875000 Penalty: 3084.402344
	Iteration 20F: 3 clusters Score -1341668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1341681.500000 Penalty: 3084.402344
	Iteration 21Q: 3 clusters Score -1341682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1341699.375000 Penalty: 3084.402344
	Iteration 22Q: 3 clusters Score -1341699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1341712.000000 Penalty: 3084.402344
	Iteration 23Q: 3 clusters Score -1341712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1341720.375000 Penalty: 3084.402344
	Iteration 24Q: 3 clusters Score -1341720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1341725.375000 Penalty: 3084.402344
	Iteration 25Q: 3 clusters Score -1341725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1341733.250000 Penalty: 3084.402344
	Iteration 26Q: 3 clusters Score -1341733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1341739.125000 Penalty: 3084.402344
	Iteration 27Q: 3 clusters Score -1341739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1341748.750000 Penalty: 3084.402344
	Iteration 28Q: 3 clusters Score -1341749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1341759.875000 Penalty: 3084.402344
	Iteration 29Q: 3 clusters Score -1341760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1341770.875000 Penalty: 3084.402344
	Iteration 30Q: 3 clusters Score -1341771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1341786.750000 Penalty: 3084.402344
	Iteration 31Q: 3 clusters Score -1341787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1341800.375000 Penalty: 3084.402344
	Iteration 32Q: 3 clusters Score -1341800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1341817.750000 Penalty: 3084.402344
	Iteration 33Q: 3 clusters Score -1341818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1341835.500000 Penalty: 3084.402344
	Iteration 34Q: 3 clusters Score -1341836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1341860.750000 Penalty: 3084.402344
	Iteration 35Q: 3 clusters Score -1341861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1341878.375000 Penalty: 3084.402344
	Iteration 36Q: 3 clusters Score -1341878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1341904.125000 Penalty: 3084.402344
	Iteration 37Q: 3 clusters Score -1341904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1341923.625000 Penalty: 3084.402344
	Iteration 38Q: 3 clusters Score -1341924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1341943.750000 Penalty: 3084.402344
	Iteration 39Q: 3 clusters Score -1341944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1341966.500000 Penalty: 3084.402344
	Iteration 40F: 3 clusters Score -1341966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1341990.500000 Penalty: 3084.402344
	Iteration 41Q: 3 clusters Score -1341990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1342005.875000 Penalty: 3084.402344
	Iteration 42Q: 3 clusters Score -1342006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1342022.375000 Penalty: 3084.402344
	Iteration 43Q: 3 clusters Score -1342022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1342033.625000 Penalty: 3084.402344
	Iteration 44Q: 3 clusters Score -1342034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1342044.625000 Penalty: 3084.402344
	Iteration 45Q: 3 clusters Score -1342045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1342060.500000 Penalty: 3084.402344
	Iteration 46Q: 3 clusters Score -1342060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1342089.250000 Penalty: 3084.402344
	Iteration 47Q: 3 clusters Score -1342089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1342123.875000 Penalty: 3084.402344
	Iteration 48Q: 3 clusters Score -1342124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1342160.750000 Penalty: 3084.402344
	Iteration 49Q: 3 clusters Score -1342161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1342190.000000 Penalty: 3084.402344
	Iteration 50Q: 3 clusters Score -1342190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1342215.125000 Penalty: 3084.402344
	Iteration 51Q: 3 clusters Score -1342215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1342225.500000 Penalty: 3084.402344
	Iteration 52Q: 3 clusters Score -1342226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1342234.875000 Penalty: 3084.402344
	Iteration 53Q: 3 clusters Score -1342235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1342240.750000 Penalty: 3084.402344
	Iteration 54Q: 3 clusters Score -1342241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1342243.500000 Penalty: 3084.402344
	Iteration 55Q: 3 clusters Score -1342244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1342245.875000 Penalty: 3084.402344
	Iteration 56Q: 3 clusters Score -1342246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1342247.625000 Penalty: 3084.402344
	Iteration 57Q: 3 clusters Score -1342248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1342251.250000 Penalty: 3084.402344
	Iteration 58Q: 3 clusters Score -1342251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1342250.625000 Penalty: 3084.402344
	Iteration 59Q: 3 clusters Score -1342251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1342250.125000 Penalty: 3084.402344
	Iteration 60F: 3 clusters Score -1342250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Entering Unmasked Estep 
Score: -1425701.750000 Penalty: 1541.857056
	Iteration 0F: 2 clusters Score -1425702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1416518.000000 Penalty: 3083.714111
	Iteration 0F: 3 clusters Score -1416518 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1419635.625000 Penalty: 3083.714111
	Iteration 1F: 3 clusters Score -1419636 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1419853.875000 Penalty: 3083.714111
	Iteration 2Q: 3 clusters Score -1419854 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1420057.875000 Penalty: 3083.714111
	Iteration 3Q: 3 clusters Score -1420058 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1420238.750000 Penalty: 3083.714111
	Iteration 4Q: 3 clusters Score -1420239 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1420426.375000 Penalty: 3083.714111
	Iteration 5Q: 3 clusters Score -1420426 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1420626.500000 Penalty: 3083.714111
	Iteration 6Q: 3 clusters Score -1420626 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1420937.875000 Penalty: 3083.714111
	Iteration 7Q: 3 clusters Score -1420938 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1421388.875000 Penalty: 3083.714111
	Iteration 8F: 3 clusters Score -1421389 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1421952.375000 Penalty: 3083.714111
	Iteration 9F: 3 clusters Score -1421952 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1422617.125000 Penalty: 3083.714111
	Iteration 10F: 3 clusters Score -1422617 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1423263.000000 Penalty: 3083.714111
	Iteration 11F: 3 clusters Score -1423263 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1423718.000000 Penalty: 3083.714111
	Iteration 12Q: 3 clusters Score -1423718 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1424017.875000 Penalty: 3083.714111
	Iteration 13Q: 3 clusters Score -1424018 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1424200.875000 Penalty: 3083.714111
	Iteration 14Q: 3 clusters Score -1424201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1424306.875000 Penalty: 3083.714111
	Iteration 15Q: 3 clusters Score -1424307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1424364.125000 Penalty: 3083.714111
	Iteration 16Q: 3 clusters Score -1424364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1424390.125000 Penalty: 3083.714111
	Iteration 17Q: 3 clusters Score -1424390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1424408.000000 Penalty: 3083.714111
	Iteration 18Q: 3 clusters Score -1424408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1424414.875000 Penalty: 3083.714111
	Iteration 19Q: 3 clusters Score -1424415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1424423.625000 Penalty: 3083.714111
	Iteration 20F: 3 clusters Score -1424424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1424426.875000 Penalty: 3083.714111
	Iteration 21Q: 3 clusters Score -1424427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1424426.500000 Penalty: 3083.714111
	Iteration 22Q: 3 clusters Score -1424426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1424427.625000 Penalty: 3083.714111
	Iteration 23Q: 3 clusters Score -1424428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1424428.875000 Penalty: 3083.714111
	Iteration 24Q: 3 clusters Score -1424429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1424432.875000 Penalty: 3083.714111
	Iteration 25Q: 3 clusters Score -1424433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1424436.125000 Penalty: 3083.714111
	Iteration 26Q: 3 clusters Score -1424436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1424441.375000 Penalty: 3083.714111
	Iteration 27Q: 3 clusters Score -1424441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1424445.750000 Penalty: 3083.714111
	Iteration 28Q: 3 clusters Score -1424446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1424446.375000 Penalty: 3083.714111
	Iteration 29Q: 3 clusters Score -1424446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1424448.250000 Penalty: 3083.714111
	Iteration 30Q: 3 clusters Score -1424448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1424452.250000 Penalty: 3083.714111
	Iteration 31Q: 3 clusters Score -1424452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1424458.750000 Penalty: 3083.714111
	Iteration 32Q: 3 clusters Score -1424459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1424459.750000 Penalty: 3083.714111
	Iteration 33Q: 3 clusters Score -1424460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1424459.750000 Penalty: 3083.714111
	Iteration 34F: 3 clusters Score -1424460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1114846.875000 Penalty: 1514.033691
	Iteration 0F: 2 clusters Score -1114847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1107045.125000 Penalty: 3028.067383
	Iteration 0F: 3 clusters Score -1107045 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1109546.875000 Penalty: 3028.067383
	Iteration 1F: 3 clusters Score -1109547 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1109792.250000 Penalty: 3028.067383
	Iteration 2F: 3 clusters Score -1109792 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1110010.750000 Penalty: 3028.067383
	Iteration 3F: 3 clusters Score -1110011 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1110183.125000 Penalty: 3028.067383
	Iteration 4Q: 3 clusters Score -1110183 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1110341.875000 Penalty: 3028.067383
	Iteration 5Q: 3 clusters Score -1110342 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1110486.625000 Penalty: 3028.067383
	Iteration 6Q: 3 clusters Score -1110487 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1110623.375000 Penalty: 3028.067383
	Iteration 7Q: 3 clusters Score -1110623 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1110745.000000 Penalty: 3028.067383
	Iteration 8Q: 3 clusters Score -1110745 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1110869.250000 Penalty: 3028.067383
	Iteration 9Q: 3 clusters Score -1110869 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1111004.750000 Penalty: 3028.067383
	Iteration 10Q: 3 clusters Score -1111005 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1111154.750000 Penalty: 3028.067383
	Iteration 11Q: 3 clusters Score -1111155 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1111308.250000 Penalty: 3028.067383
	Iteration 12Q: 3 clusters Score -1111308 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1111473.250000 Penalty: 3028.067383
	Iteration 13Q: 3 clusters Score -1111473 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1111683.875000 Penalty: 3028.067383
	Iteration 14Q: 3 clusters Score -1111684 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1111872.000000 Penalty: 3028.067383
	Iteration 15Q: 3 clusters Score -1111872 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1112022.000000 Penalty: 3028.067383
	Iteration 16Q: 3 clusters Score -1112022 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1112169.875000 Penalty: 3028.067383
	Iteration 17Q: 3 clusters Score -1112170 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1112298.000000 Penalty: 3028.067383
	Iteration 18Q: 3 clusters Score -1112298 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1112423.000000 Penalty: 3028.067383
	Iteration 19Q: 3 clusters Score -1112423 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1112553.125000 Penalty: 3028.067383
	Iteration 20F: 3 clusters Score -1112553 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1112668.500000 Penalty: 3028.067383
	Iteration 21Q: 3 clusters Score -1112668 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1112781.500000 Penalty: 3028.067383
	Iteration 22Q: 3 clusters Score -1112782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1112875.750000 Penalty: 3028.067383
	Iteration 23Q: 3 clusters Score -1112876 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1112972.250000 Penalty: 3028.067383
	Iteration 24Q: 3 clusters Score -1112972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1113062.625000 Penalty: 3028.067383
	Iteration 25Q: 3 clusters Score -1113063 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1113147.625000 Penalty: 3028.067383
	Iteration 26Q: 3 clusters Score -1113148 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1113200.250000 Penalty: 3028.067383
	Iteration 27Q: 3 clusters Score -1113200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1113262.250000 Penalty: 3028.067383
	Iteration 28Q: 3 clusters Score -1113262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1113323.625000 Penalty: 3028.067383
	Iteration 29Q: 3 clusters Score -1113324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1113371.500000 Penalty: 3028.067383
	Iteration 30Q: 3 clusters Score -1113372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1113408.625000 Penalty: 3028.067383
	Iteration 31Q: 3 clusters Score -1113409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1113447.750000 Penalty: 3028.067383
	Iteration 32Q: 3 clusters Score -1113448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1113479.250000 Penalty: 3028.067383
	Iteration 33Q: 3 clusters Score -1113479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1113508.625000 Penalty: 3028.067383
	Iteration 34Q: 3 clusters Score -1113509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1113531.875000 Penalty: 3028.067383
	Iteration 35Q: 3 clusters Score -1113532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1113540.750000 Penalty: 3028.067383
	Iteration 36Q: 3 clusters Score -1113541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1113547.125000 Penalty: 3028.067383
	Iteration 37Q: 3 clusters Score -1113547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1113547.000000 Penalty: 3028.067383
	Iteration 38Q: 3 clusters Score -1113547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1113550.250000 Penalty: 3028.067383
	Iteration 39Q: 3 clusters Score -1113550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1113551.750000 Penalty: 3028.067383
	Iteration 40F: 3 clusters Score -1113552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1113553.375000 Penalty: 3028.067383
	Iteration 41Q: 3 clusters Score -1113553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1113556.250000 Penalty: 3028.067383
	Iteration 42Q: 3 clusters Score -1113556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1113562.125000 Penalty: 3028.067383
	Iteration 43Q: 3 clusters Score -1113562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1113569.625000 Penalty: 3028.067383
	Iteration 44Q: 3 clusters Score -1113570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1113573.250000 Penalty: 3028.067383
	Iteration 45Q: 3 clusters Score -1113573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1113578.000000 Penalty: 3028.067383
	Iteration 46Q: 3 clusters Score -1113578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1113581.125000 Penalty: 3028.067383
	Iteration 47Q: 3 clusters Score -1113581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1113583.375000 Penalty: 3028.067383
	Iteration 48Q: 3 clusters Score -1113583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1113586.375000 Penalty: 3028.067383
	Iteration 49Q: 3 clusters Score -1113586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1113587.125000 Penalty: 3028.067383
	Iteration 50Q: 3 clusters Score -1113587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1113589.750000 Penalty: 3028.067383
	Iteration 51Q: 3 clusters Score -1113590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1113590.500000 Penalty: 3028.067383
	Iteration 52Q: 3 clusters Score -1113590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1113591.625000 Penalty: 3028.067383
	Iteration 53Q: 3 clusters Score -1113592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1113592.750000 Penalty: 3028.067383
	Iteration 54Q: 3 clusters Score -1113593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1113596.625000 Penalty: 3028.067383
	Iteration 55Q: 3 clusters Score -1113597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1113599.125000 Penalty: 3028.067383
	Iteration 56Q: 3 clusters Score -1113599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1113602.000000 Penalty: 3028.067383
	Iteration 57Q: 3 clusters Score -1113602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1113603.625000 Penalty: 3028.067383
	Iteration 58Q: 3 clusters Score -1113604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1113607.375000 Penalty: 3028.067383
	Iteration 59Q: 3 clusters Score -1113607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1113612.000000 Penalty: 3028.067383
	Iteration 60F: 3 clusters Score -1113612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1113614.500000 Penalty: 3028.067383
	Iteration 61Q: 3 clusters Score -1113614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1113619.250000 Penalty: 3028.067383
	Iteration 62Q: 3 clusters Score -1113619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1113621.375000 Penalty: 3028.067383
	Iteration 63Q: 3 clusters Score -1113621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1113621.625000 Penalty: 3028.067383
	Iteration 64Q: 3 clusters Score -1113622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1113623.000000 Penalty: 3028.067383
	Iteration 65Q: 3 clusters Score -1113623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1113625.625000 Penalty: 3028.067383
	Iteration 66Q: 3 clusters Score -1113626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1113626.625000 Penalty: 3028.067383
	Iteration 67Q: 3 clusters Score -1113627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1113630.125000 Penalty: 3028.067383
	Iteration 68Q: 3 clusters Score -1113630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1113633.875000 Penalty: 3028.067383
	Iteration 69Q: 3 clusters Score -1113634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1113633.125000 Penalty: 3028.067383
	Iteration 70Q: 3 clusters Score -1113633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1113634.625000 Penalty: 3028.067383
	Iteration 71Q: 3 clusters Score -1113635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1113636.750000 Penalty: 3028.067383
	Iteration 72Q: 3 clusters Score -1113637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1113637.125000 Penalty: 3028.067383
	Iteration 73Q: 3 clusters Score -1113637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1113640.125000 Penalty: 3028.067383
	Iteration 74Q: 3 clusters Score -1113640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1113639.500000 Penalty: 3028.067383
	Iteration 75Q: 3 clusters Score -1113640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1113641.625000 Penalty: 3028.067383
	Iteration 76Q: 3 clusters Score -1113642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1113641.625000 Penalty: 3028.067383
	Iteration 77F: 3 clusters Score -1113642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -481115.562500 Penalty: 1364.191650
	Iteration 0F: 2 clusters Score -481115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -477495.843750 Penalty: 2728.383301
	Iteration 0F: 3 clusters Score -477495.8 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -478431.843750 Penalty: 2728.383301
	Iteration 1F: 3 clusters Score -478431.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -478623.875000 Penalty: 2728.383301
	Iteration 2F: 3 clusters Score -478623.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -478747.343750 Penalty: 2728.383301
	Iteration 3F: 3 clusters Score -478747.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -478811.656250 Penalty: 2728.383301
	Iteration 4Q: 3 clusters Score -478811.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -478866.281250 Penalty: 2728.383301
	Iteration 5Q: 3 clusters Score -478866.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -478902.156250 Penalty: 2728.383301
	Iteration 6Q: 3 clusters Score -478902.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -478941.781250 Penalty: 2728.383301
	Iteration 7Q: 3 clusters Score -478941.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -478983.093750 Penalty: 2728.383301
	Iteration 8Q: 3 clusters Score -478983.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -479016.656250 Penalty: 2728.383301
	Iteration 9Q: 3 clusters Score -479016.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -479047.031250 Penalty: 2728.383301
	Iteration 10Q: 3 clusters Score -479047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -479076.562500 Penalty: 2728.383301
	Iteration 11Q: 3 clusters Score -479076.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -479097.375000 Penalty: 2728.383301
	Iteration 12Q: 3 clusters Score -479097.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -479115.375000 Penalty: 2728.383301
	Iteration 13Q: 3 clusters Score -479115.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -479137.781250 Penalty: 2728.383301
	Iteration 14Q: 3 clusters Score -479137.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -479165.218750 Penalty: 2728.383301
	Iteration 15Q: 3 clusters Score -479165.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -479198.218750 Penalty: 2728.383301
	Iteration 16Q: 3 clusters Score -479198.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -479232.281250 Penalty: 2728.383301
	Iteration 17Q: 3 clusters Score -479232.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -479275.000000 Penalty: 2728.383301
	Iteration 18Q: 3 clusters Score -479275 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -479326.625000 Penalty: 2728.383301
	Iteration 19Q: 3 clusters Score -479326.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -479364.343750 Penalty: 2728.383301
	Iteration 20F: 3 clusters Score -479364.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -479395.406250 Penalty: 2728.383301
	Iteration 21Q: 3 clusters Score -479395.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -479434.437500 Penalty: 2728.383301
	Iteration 22Q: 3 clusters Score -479434.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -479484.187500 Penalty: 2728.383301
	Iteration 23Q: 3 clusters Score -479484.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -479539.968750 Penalty: 2728.383301
	Iteration 24Q: 3 clusters Score -479540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -479598.437500 Penalty: 2728.383301
	Iteration 25Q: 3 clusters Score -479598.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -479644.750000 Penalty: 2728.383301
	Iteration 26Q: 3 clusters Score -479644.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -479687.531250 Penalty: 2728.383301
	Iteration 27Q: 3 clusters Score -479687.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -479722.500000 Penalty: 2728.383301
	Iteration 28Q: 3 clusters Score -479722.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -479743.656250 Penalty: 2728.383301
	Iteration 29Q: 3 clusters Score -479743.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -479765.625000 Penalty: 2728.383301
	Iteration 30Q: 3 clusters Score -479765.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -479782.218750 Penalty: 2728.383301
	Iteration 31Q: 3 clusters Score -479782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -479802.468750 Penalty: 2728.383301
	Iteration 32Q: 3 clusters Score -479802.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -479819.281250 Penalty: 2728.383301
	Iteration 33Q: 3 clusters Score -479819.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -479833.125000 Penalty: 2728.383301
	Iteration 34Q: 3 clusters Score -479833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -479835.093750 Penalty: 2728.383301
	Iteration 35Q: 3 clusters Score -479835.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -479841.218750 Penalty: 2728.383301
	Iteration 36Q: 3 clusters Score -479841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -479850.687500 Penalty: 2728.383301
	Iteration 37Q: 3 clusters Score -479850.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -479863.093750 Penalty: 2728.383301
	Iteration 38Q: 3 clusters Score -479863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -479876.343750 Penalty: 2728.383301
	Iteration 39Q: 3 clusters Score -479876.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -479889.968750 Penalty: 2728.383301
	Iteration 40F: 3 clusters Score -479890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -479896.625000 Penalty: 2728.383301
	Iteration 41Q: 3 clusters Score -479896.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -479905.562500 Penalty: 2728.383301
	Iteration 42Q: 3 clusters Score -479905.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -479913.562500 Penalty: 2728.383301
	Iteration 43Q: 3 clusters Score -479913.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -479921.781250 Penalty: 2728.383301
	Iteration 44Q: 3 clusters Score -479921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -479923.812500 Penalty: 2728.383301
	Iteration 45Q: 3 clusters Score -479923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -479926.062500 Penalty: 2728.383301
	Iteration 46Q: 3 clusters Score -479926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -479925.968750 Penalty: 2728.383301
	Iteration 47Q: 3 clusters Score -479926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -479926.843750 Penalty: 2728.383301
	Iteration 48Q: 3 clusters Score -479926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -479926.843750 Penalty: 2728.383301
	Iteration 49F: 3 clusters Score -479926.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -858388.687500 Penalty: 1463.078857
	Iteration 0F: 2 clusters Score -858388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -852441.750000 Penalty: 2926.157715
	Iteration 0F: 3 clusters Score -852441.8 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -854261.812500 Penalty: 2926.157715
	Iteration 1F: 3 clusters Score -854261.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -854505.125000 Penalty: 2926.157715
	Iteration 2F: 3 clusters Score -854505.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -854718.125000 Penalty: 2926.157715
	Iteration 3F: 3 clusters Score -854718.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -854922.687500 Penalty: 2926.157715
	Iteration 4F: 3 clusters Score -854922.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -855147.000000 Penalty: 2926.157715
	Iteration 5Q: 3 clusters Score -855147 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -855411.312500 Penalty: 2926.157715
	Iteration 6F: 3 clusters Score -855411.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -855711.750000 Penalty: 2926.157715
	Iteration 7F: 3 clusters Score -855711.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -856018.500000 Penalty: 2926.157715
	Iteration 8F: 3 clusters Score -856018.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -856324.000000 Penalty: 2926.157715
	Iteration 9Q: 3 clusters Score -856324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -856620.437500 Penalty: 2926.157715
	Iteration 10Q: 3 clusters Score -856620.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -856822.312500 Penalty: 2926.157715
	Iteration 11Q: 3 clusters Score -856822.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -856960.312500 Penalty: 2926.157715
	Iteration 12Q: 3 clusters Score -856960.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -857037.937500 Penalty: 2926.157715
	Iteration 13Q: 3 clusters Score -857037.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -857086.062500 Penalty: 2926.157715
	Iteration 14Q: 3 clusters Score -857086.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -857117.500000 Penalty: 2926.157715
	Iteration 15Q: 3 clusters Score -857117.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -857143.187500 Penalty: 2926.157715
	Iteration 16Q: 3 clusters Score -857143.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -857156.187500 Penalty: 2926.157715
	Iteration 17Q: 3 clusters Score -857156.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -857170.625000 Penalty: 2926.157715
	Iteration 18Q: 3 clusters Score -857170.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -857182.000000 Penalty: 2926.157715
	Iteration 19Q: 3 clusters Score -857182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -857192.062500 Penalty: 2926.157715
	Iteration 20F: 3 clusters Score -857192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -857200.437500 Penalty: 2926.157715
	Iteration 21Q: 3 clusters Score -857200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -857203.750000 Penalty: 2926.157715
	Iteration 22Q: 3 clusters Score -857203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -857207.312500 Penalty: 2926.157715
	Iteration 23Q: 3 clusters Score -857207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -857212.937500 Penalty: 2926.157715
	Iteration 24Q: 3 clusters Score -857212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -857214.062500 Penalty: 2926.157715
	Iteration 25Q: 3 clusters Score -857214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -857214.312500 Penalty: 2926.157715
	Iteration 26Q: 3 clusters Score -857214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -857214.312500 Penalty: 2926.157715
	Iteration 27F: 3 clusters Score -857214.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (180351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Entering Unmasked Estep 
Score: -19518826.000000 Penalty: 1966.682251
	Iteration 0F: 2 clusters Score -1.951883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90370 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -19420960.000000 Penalty: 3933.364502
	Iteration 0F: 3 clusters Score -1.942096e+07 nChanged 87393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -19472560.000000 Penalty: 3933.364502
	Iteration 1F: 3 clusters Score -1.947256e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -19474032.000000 Penalty: 3933.364502
	Iteration 2Q: 3 clusters Score -1.947403e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -19476524.000000 Penalty: 3933.364502
	Iteration 3Q: 3 clusters Score -1.947652e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -19480612.000000 Penalty: 3933.364502
	Iteration 4Q: 3 clusters Score -1.948061e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -19487058.000000 Penalty: 3933.364502
	Iteration 5F: 3 clusters Score -1.948706e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -19496372.000000 Penalty: 3933.364502
	Iteration 6F: 3 clusters Score -1.949637e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -19505754.000000 Penalty: 3933.364502
	Iteration 7F: 3 clusters Score -1.950575e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 88524 members 
Entering Unmasked Estep 
Score: -19511226.000000 Penalty: 3933.364502
	Iteration 8F: 3 clusters Score -1.951123e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -19513330.000000 Penalty: 3933.364502
	Iteration 9Q: 3 clusters Score -1.951333e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -19514456.000000 Penalty: 3933.364502
	Iteration 10Q: 3 clusters Score -1.951446e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -19515224.000000 Penalty: 3933.364502
	Iteration 11Q: 3 clusters Score -1.951522e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -19516066.000000 Penalty: 3933.364502
	Iteration 12Q: 3 clusters Score -1.951607e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -19517042.000000 Penalty: 3933.364502
	Iteration 13Q: 3 clusters Score -1.951704e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 103980 members 
Entering Unmasked Estep 
Score: -19518006.000000 Penalty: 3933.364502
	Iteration 14Q: 3 clusters Score -1.951801e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -19519458.000000 Penalty: 3933.364502
	Iteration 15Q: 3 clusters Score -1.951946e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -19520854.000000 Penalty: 3933.364502
	Iteration 16Q: 3 clusters Score -1.952085e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -19522166.000000 Penalty: 3933.364502
	Iteration 17Q: 3 clusters Score -1.952217e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 121088 members 
Entering Unmasked Estep 
Score: -19522912.000000 Penalty: 3933.364502
	Iteration 18Q: 3 clusters Score -1.952291e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 124837 members 
Entering Unmasked Estep 
Score: -19523314.000000 Penalty: 3933.364502
	Iteration 19Q: 3 clusters Score -1.952331e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 128259 members 
Entering Unmasked Estep 
Score: -19523822.000000 Penalty: 3933.364502
	Iteration 20F: 3 clusters Score -1.952382e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 131683 members 
Entering Unmasked Estep 
Score: -19524190.000000 Penalty: 3933.364502
	Iteration 21Q: 3 clusters Score -1.952419e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -19524440.000000 Penalty: 3933.364502
	Iteration 22Q: 3 clusters Score -1.952444e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -19524694.000000 Penalty: 3933.364502
	Iteration 23Q: 3 clusters Score -1.952469e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 141673 members 
Entering Unmasked Estep 
Score: -19524828.000000 Penalty: 3933.364502
	Iteration 24Q: 3 clusters Score -1.952483e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 145019 members 
Entering Unmasked Estep 
Score: -19525080.000000 Penalty: 3933.364502
	Iteration 25Q: 3 clusters Score -1.952508e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 148300 members 
Entering Unmasked Estep 
Score: -19525156.000000 Penalty: 3933.364502
	Iteration 26Q: 3 clusters Score -1.952516e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 151514 members 
Entering Unmasked Estep 
Score: -19525236.000000 Penalty: 3933.364502
	Iteration 27Q: 3 clusters Score -1.952524e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -19525280.000000 Penalty: 3933.364502
	Iteration 28Q: 3 clusters Score -1.952528e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 157348 members 
Entering Unmasked Estep 
Score: -19525350.000000 Penalty: 3933.364502
	Iteration 29Q: 3 clusters Score -1.952535e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 159884 members 
Entering Unmasked Estep 
Score: -19525226.000000 Penalty: 3933.364502
	Iteration 30Q: 3 clusters Score -1.952523e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -19525382.000000 Penalty: 3933.364502
	Iteration 31Q: 3 clusters Score -1.952538e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -19525382.000000 Penalty: 3933.364502
	Iteration 32Q: 3 clusters Score -1.952538e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 166040 members 
Entering Unmasked Estep 
Score: -19525480.000000 Penalty: 3933.364502
	Iteration 33Q: 3 clusters Score -1.952548e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 167608 members 
Entering Unmasked Estep 
Score: -19525370.000000 Penalty: 3933.364502
	Iteration 34Q: 3 clusters Score -1.952537e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 168971 members 
Entering Unmasked Estep 
Score: -19525198.000000 Penalty: 3933.364502
	Iteration 35Q: 3 clusters Score -1.95252e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -19524732.000000 Penalty: 3933.364502
	Iteration 36Q: 3 clusters Score -1.952473e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 171025 members 
Entering Unmasked Estep 
Score: -19524432.000000 Penalty: 3933.364502
	Iteration 37Q: 3 clusters Score -1.952443e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 171785 members 
Entering Unmasked Estep 
Score: -19524244.000000 Penalty: 3933.364502
	Iteration 38Q: 3 clusters Score -1.952424e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 172421 members 
Entering Unmasked Estep 
Score: -19524074.000000 Penalty: 3933.364502
	Iteration 39Q: 3 clusters Score -1.952407e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 172953 members 
Entering Unmasked Estep 
Score: -19524172.000000 Penalty: 3933.364502
	Iteration 40F: 3 clusters Score -1.952417e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -19523688.000000 Penalty: 3933.364502
	Iteration 41Q: 3 clusters Score -1.952369e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -19523194.000000 Penalty: 3933.364502
	Iteration 42Q: 3 clusters Score -1.952319e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -19522798.000000 Penalty: 3933.364502
	Iteration 43Q: 3 clusters Score -1.95228e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -19522390.000000 Penalty: 3933.364502
	Iteration 44Q: 3 clusters Score -1.952239e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -19521946.000000 Penalty: 3933.364502
	Iteration 45Q: 3 clusters Score -1.952195e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 176467 members 
Entering Unmasked Estep 
Score: -19521560.000000 Penalty: 3933.364502
	Iteration 46Q: 3 clusters Score -1.952156e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 176781 members 
Entering Unmasked Estep 
Score: -19521246.000000 Penalty: 3933.364502
	Iteration 47Q: 3 clusters Score -1.952125e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -19520942.000000 Penalty: 3933.364502
	Iteration 48Q: 3 clusters Score -1.952094e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -19520656.000000 Penalty: 3933.364502
	Iteration 49Q: 3 clusters Score -1.952066e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -19520442.000000 Penalty: 3933.364502
	Iteration 50Q: 3 clusters Score -1.952044e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 177595 members 
Entering Unmasked Estep 
Score: -19520244.000000 Penalty: 3933.364502
	Iteration 51Q: 3 clusters Score -1.952024e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 177709 members 
Entering Unmasked Estep 
Score: -19520132.000000 Penalty: 3933.364502
	Iteration 52Q: 3 clusters Score -1.952013e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -19520058.000000 Penalty: 3933.364502
	Iteration 53Q: 3 clusters Score -1.952006e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 177907 members 
Entering Unmasked Estep 
Score: -19519962.000000 Penalty: 3933.364502
	Iteration 54Q: 3 clusters Score -1.951996e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 177984 members 
Entering Unmasked Estep 
Score: -19519916.000000 Penalty: 3933.364502
	Iteration 55Q: 3 clusters Score -1.951992e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 178058 members 
Entering Unmasked Estep 
Score: -19519890.000000 Penalty: 3933.364502
	Iteration 56Q: 3 clusters Score -1.951989e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 178131 members 
Entering Unmasked Estep 
Score: -19519850.000000 Penalty: 3933.364502
	Iteration 57Q: 3 clusters Score -1.951985e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 178191 members 
Entering Unmasked Estep 
Score: -19519752.000000 Penalty: 3933.364502
	Iteration 58Q: 3 clusters Score -1.951975e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
Score: -19519722.000000 Penalty: 3933.364502
	Iteration 59Q: 3 clusters Score -1.951972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 178299 members 
Entering Unmasked Estep 
Score: -19519632.000000 Penalty: 3933.364502
	Iteration 60F: 3 clusters Score -1.951963e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -19519618.000000 Penalty: 3933.364502
	Iteration 61Q: 3 clusters Score -1.951962e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 178382 members 
Entering Unmasked Estep 
Score: -19519596.000000 Penalty: 3933.364502
	Iteration 62Q: 3 clusters Score -1.95196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 178424 members 
Entering Unmasked Estep 
Score: -19519582.000000 Penalty: 3933.364502
	Iteration 63Q: 3 clusters Score -1.951958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 178462 members 
Entering Unmasked Estep 
Score: -19519532.000000 Penalty: 3933.364502
	Iteration 64Q: 3 clusters Score -1.951953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 178496 members 
Entering Unmasked Estep 
Score: -19519516.000000 Penalty: 3933.364502
	Iteration 65Q: 3 clusters Score -1.951952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 178533 members 
Entering Unmasked Estep 
Score: -19519456.000000 Penalty: 3933.364502
	Iteration 66Q: 3 clusters Score -1.951946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 178569 members 
Entering Unmasked Estep 
Score: -19519390.000000 Penalty: 3933.364502
	Iteration 67Q: 3 clusters Score -1.951939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 178604 members 
Entering Unmasked Estep 
Score: -19519354.000000 Penalty: 3933.364502
	Iteration 68Q: 3 clusters Score -1.951935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 178628 members 
Entering Unmasked Estep 
Score: -19519330.000000 Penalty: 3933.364502
	Iteration 69Q: 3 clusters Score -1.951933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -19519290.000000 Penalty: 3933.364502
	Iteration 70Q: 3 clusters Score -1.951929e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 178676 members 
Entering Unmasked Estep 
Score: -19519270.000000 Penalty: 3933.364502
	Iteration 71Q: 3 clusters Score -1.951927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -19519250.000000 Penalty: 3933.364502
	Iteration 72Q: 3 clusters Score -1.951925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 178721 members 
Entering Unmasked Estep 
Score: -19519216.000000 Penalty: 3933.364502
	Iteration 73Q: 3 clusters Score -1.951922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -19519194.000000 Penalty: 3933.364502
	Iteration 74Q: 3 clusters Score -1.951919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -19519170.000000 Penalty: 3933.364502
	Iteration 75Q: 3 clusters Score -1.951917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -19519136.000000 Penalty: 3933.364502
	Iteration 76Q: 3 clusters Score -1.951914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 178794 members 
Entering Unmasked Estep 
Score: -19519110.000000 Penalty: 3933.364502
	Iteration 77Q: 3 clusters Score -1.951911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 178803 members 
Entering Unmasked Estep 
Score: -19519098.000000 Penalty: 3933.364502
	Iteration 78Q: 3 clusters Score -1.95191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -19519082.000000 Penalty: 3933.364502
	Iteration 79Q: 3 clusters Score -1.951908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 178821 members 
Entering Unmasked Estep 
Score: -19519064.000000 Penalty: 3933.364502
	Iteration 80F: 3 clusters Score -1.951906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 178827 members 
Entering Unmasked Estep 
Score: -19519052.000000 Penalty: 3933.364502
	Iteration 81Q: 3 clusters Score -1.951905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 178830 members 
Entering Unmasked Estep 
Score: -19519044.000000 Penalty: 3933.364502
	Iteration 82Q: 3 clusters Score -1.951904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 178836 members 
Entering Unmasked Estep 
Score: -19519056.000000 Penalty: 3933.364502
	Iteration 83Q: 3 clusters Score -1.951906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 178848 members 
Entering Unmasked Estep 
Score: -19519034.000000 Penalty: 3933.364502
	Iteration 84Q: 3 clusters Score -1.951903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 178855 members 
Entering Unmasked Estep 
Score: -19519052.000000 Penalty: 3933.364502
	Iteration 85Q: 3 clusters Score -1.951905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 178869 members 
Entering Unmasked Estep 
Score: -19519010.000000 Penalty: 3933.364502
	Iteration 86Q: 3 clusters Score -1.951901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -19518992.000000 Penalty: 3933.364502
	Iteration 87Q: 3 clusters Score -1.951899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 178896 members 
Entering Unmasked Estep 
Score: -19519000.000000 Penalty: 3933.364502
	Iteration 88Q: 3 clusters Score -1.9519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 178900 members 
Entering Unmasked Estep 
Score: -19518998.000000 Penalty: 3933.364502
	Iteration 89Q: 3 clusters Score -1.9519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 178905 members 
Entering Unmasked Estep 
Score: -19518992.000000 Penalty: 3933.364502
	Iteration 90Q: 3 clusters Score -1.951899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 178910 members 
Entering Unmasked Estep 
Score: -19518974.000000 Penalty: 3933.364502
	Iteration 91Q: 3 clusters Score -1.951897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -19518962.000000 Penalty: 3933.364502
	Iteration 92Q: 3 clusters Score -1.951896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 178928 members 
Entering Unmasked Estep 
Score: -19518964.000000 Penalty: 3933.364502
	Iteration 93Q: 3 clusters Score -1.951896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 178941 members 
Entering Unmasked Estep 
Score: -19518940.000000 Penalty: 3933.364502
	Iteration 94Q: 3 clusters Score -1.951894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 178954 members 
Entering Unmasked Estep 
Score: -19518934.000000 Penalty: 3933.364502
	Iteration 95Q: 3 clusters Score -1.951893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 178961 members 
Entering Unmasked Estep 
Score: -19518928.000000 Penalty: 3933.364502
	Iteration 96Q: 3 clusters Score -1.951893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -19518936.000000 Penalty: 3933.364502
	Iteration 97Q: 3 clusters Score -1.951894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 178974 members 
Entering Unmasked Estep 
Score: -19518914.000000 Penalty: 3933.364502
	Iteration 98Q: 3 clusters Score -1.951891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -19518904.000000 Penalty: 3933.364502
	Iteration 99Q: 3 clusters Score -1.95189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 178987 members 
Entering Unmasked Estep 
Score: -19518868.000000 Penalty: 3933.364502
	Iteration 100F: 3 clusters Score -1.951887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 178995 members 
Entering Unmasked Estep 
Score: -19518878.000000 Penalty: 3933.364502
	Iteration 101Q: 3 clusters Score -1.951888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 179001 members 
Entering Unmasked Estep 
Score: -19518862.000000 Penalty: 3933.364502
	Iteration 102Q: 3 clusters Score -1.951886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -19518862.000000 Penalty: 3933.364502
	Iteration 103Q: 3 clusters Score -1.951886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -19518878.000000 Penalty: 3933.364502
	Iteration 104Q: 3 clusters Score -1.951888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -19518878.000000 Penalty: 3933.364502
	Iteration 105F: 3 clusters Score -1.951888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 179004 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037600.000000 Penalty: 82904.648438
Splitting cluster 19 changes total score from -101038008.000000 to -101037600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -418352.531250 Penalty: 1348.391235
	Iteration 0F: 2 clusters Score -418352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -415002.156250 Penalty: 2696.782471
	Iteration 0F: 3 clusters Score -415002.2 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -415882.718750 Penalty: 2696.782471
	Iteration 1F: 3 clusters Score -415882.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -416144.218750 Penalty: 2696.782471
	Iteration 2F: 3 clusters Score -416144.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -416347.062500 Penalty: 2696.782471
	Iteration 3F: 3 clusters Score -416347.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -416542.187500 Penalty: 2696.782471
	Iteration 4F: 3 clusters Score -416542.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -416728.062500 Penalty: 2696.782471
	Iteration 5F: 3 clusters Score -416728.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -416913.531250 Penalty: 2696.782471
	Iteration 6F: 3 clusters Score -416913.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -417086.656250 Penalty: 2696.782471
	Iteration 7F: 3 clusters Score -417086.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -417224.031250 Penalty: 2696.782471
	Iteration 8Q: 3 clusters Score -417224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -417339.437500 Penalty: 2696.782471
	Iteration 9Q: 3 clusters Score -417339.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -417466.812500 Penalty: 2696.782471
	Iteration 10Q: 3 clusters Score -417466.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -417591.250000 Penalty: 2696.782471
	Iteration 11Q: 3 clusters Score -417591.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -417701.875000 Penalty: 2696.782471
	Iteration 12Q: 3 clusters Score -417701.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -417788.843750 Penalty: 2696.782471
	Iteration 13Q: 3 clusters Score -417788.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -417868.593750 Penalty: 2696.782471
	Iteration 14Q: 3 clusters Score -417868.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -417920.187500 Penalty: 2696.782471
	Iteration 15Q: 3 clusters Score -417920.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -417961.062500 Penalty: 2696.782471
	Iteration 16Q: 3 clusters Score -417961.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -417986.156250 Penalty: 2696.782471
	Iteration 17Q: 3 clusters Score -417986.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -418009.218750 Penalty: 2696.782471
	Iteration 18Q: 3 clusters Score -418009.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -418021.062500 Penalty: 2696.782471
	Iteration 19Q: 3 clusters Score -418021.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -418032.875000 Penalty: 2696.782471
	Iteration 20F: 3 clusters Score -418032.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -418052.031250 Penalty: 2696.782471
	Iteration 21Q: 3 clusters Score -418052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -418096.843750 Penalty: 2696.782471
	Iteration 22Q: 3 clusters Score -418096.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -418195.468750 Penalty: 2696.782471
	Iteration 23Q: 3 clusters Score -418195.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -418379.312500 Penalty: 2696.782471
	Iteration 24Q: 3 clusters Score -418379.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -418441.250000 Penalty: 2696.782471
	Iteration 25Q: 3 clusters Score -418441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -418446.062500 Penalty: 2696.782471
	Iteration 26Q: 3 clusters Score -418446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -418446.750000 Penalty: 2696.782471
	Iteration 27Q: 3 clusters Score -418446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -418448.437500 Penalty: 2696.782471
	Iteration 28Q: 3 clusters Score -418448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -418448.375000 Penalty: 2696.782471
	Iteration 29Q: 3 clusters Score -418448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -418449.656250 Penalty: 2696.782471
	Iteration 30Q: 3 clusters Score -418449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -418450.218750 Penalty: 2696.782471
	Iteration 31Q: 3 clusters Score -418450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -418450.343750 Penalty: 2696.782471
	Iteration 32Q: 3 clusters Score -418450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -418450.343750 Penalty: 2696.782471
	Iteration 33F: 3 clusters Score -418450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180351 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 2181 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 741 members 
Entering Unmasked Estep 
Score: -101037344.000000 Penalty: 82904.648438
Splitting cluster 20 changes total score from -101038008.000000 to -101037344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (25971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Entering Unmasked Estep 
Score: -2696914.750000 Penalty: 1651.769531
	Iteration 0F: 2 clusters Score -2696915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2679395.500000 Penalty: 3303.539062
	Iteration 0F: 3 clusters Score -2679396 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2685836.500000 Penalty: 3303.539062
	Iteration 1F: 3 clusters Score -2685836 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2686322.750000 Penalty: 3303.539062
	Iteration 2Q: 3 clusters Score -2686323 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2686908.250000 Penalty: 3303.539062
	Iteration 3Q: 3 clusters Score -2686908 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2687728.750000 Penalty: 3303.539062
	Iteration 4F: 3 clusters Score -2687729 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2688791.000000 Penalty: 3303.539062
	Iteration 5F: 3 clusters Score -2688791 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2690031.250000 Penalty: 3303.539062
	Iteration 6F: 3 clusters Score -2690031 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2691447.500000 Penalty: 3303.539062
	Iteration 7F: 3 clusters Score -2691448 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2692845.500000 Penalty: 3303.539062
	Iteration 8F: 3 clusters Score -2692846 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2693948.500000 Penalty: 3303.539062
	Iteration 9Q: 3 clusters Score -2693948 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2694588.000000 Penalty: 3303.539062
	Iteration 10Q: 3 clusters Score -2694588 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2694962.750000 Penalty: 3303.539062
	Iteration 11Q: 3 clusters Score -2694963 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2695190.750000 Penalty: 3303.539062
	Iteration 12Q: 3 clusters Score -2695191 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2695297.750000 Penalty: 3303.539062
	Iteration 13Q: 3 clusters Score -2695298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2695363.250000 Penalty: 3303.539062
	Iteration 14Q: 3 clusters Score -2695363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2695407.750000 Penalty: 3303.539062
	Iteration 15Q: 3 clusters Score -2695408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2695453.000000 Penalty: 3303.539062
	Iteration 16Q: 3 clusters Score -2695453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2695474.500000 Penalty: 3303.539062
	Iteration 17Q: 3 clusters Score -2695474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2695488.750000 Penalty: 3303.539062
	Iteration 18Q: 3 clusters Score -2695489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2695498.000000 Penalty: 3303.539062
	Iteration 19Q: 3 clusters Score -2695498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2695502.000000 Penalty: 3303.539062
	Iteration 20F: 3 clusters Score -2695502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2695507.750000 Penalty: 3303.539062
	Iteration 21Q: 3 clusters Score -2695508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2695510.750000 Penalty: 3303.539062
	Iteration 22Q: 3 clusters Score -2695511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2695511.750000 Penalty: 3303.539062
	Iteration 23Q: 3 clusters Score -2695512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2695512.750000 Penalty: 3303.539062
	Iteration 24Q: 3 clusters Score -2695513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2695514.750000 Penalty: 3303.539062
	Iteration 25Q: 3 clusters Score -2695515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2695514.750000 Penalty: 3303.539062
	Iteration 26F: 3 clusters Score -2695515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -12714.946289 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -12714.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12033.476562 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -12033.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12235.941406 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -12235.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12319.965820 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -12319.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12425.907227 Penalty: 1785.244995
	Iteration 3F: 3 clusters Score -12425.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12481.138672 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -12481.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12489.215820 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -12489.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12496.117188 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -12496.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12496.117188 Penalty: 1785.244995
	Iteration 7F: 3 clusters Score -12496.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176346 members 
Entering Unmasked Estep 
Score: -18645282.000000 Penalty: 1963.032959
	Iteration 0F: 2 clusters Score -1.864528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -18526916.000000 Penalty: 3926.065918
	Iteration 0F: 3 clusters Score -1.852692e+07 nChanged 85368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -18577040.000000 Penalty: 3926.065918
	Iteration 1F: 3 clusters Score -1.857704e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -18578114.000000 Penalty: 3926.065918
	Iteration 2Q: 3 clusters Score -1.857811e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -18579578.000000 Penalty: 3926.065918
	Iteration 3Q: 3 clusters Score -1.857958e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -18582624.000000 Penalty: 3926.065918
	Iteration 4Q: 3 clusters Score -1.858262e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -18588212.000000 Penalty: 3926.065918
	Iteration 5F: 3 clusters Score -1.858821e+07 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 128282 members 
Entering Unmasked Estep 
Score: -18598078.000000 Penalty: 3926.065918
	Iteration 6F: 3 clusters Score -1.859808e+07 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 143572 members 
Entering Unmasked Estep 
Score: -18611832.000000 Penalty: 3926.065918
	Iteration 7F: 3 clusters Score -1.861183e+07 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
Score: -18625944.000000 Penalty: 3926.065918
	Iteration 8F: 3 clusters Score -1.862594e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 168140 members 
Entering Unmasked Estep 
Score: -18636194.000000 Penalty: 3926.065918
	Iteration 9F: 3 clusters Score -1.863619e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 173388 members 
Entering Unmasked Estep 
Score: -18641244.000000 Penalty: 3926.065918
	Iteration 10Q: 3 clusters Score -1.864124e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 175404 members 
Entering Unmasked Estep 
Score: -18642918.000000 Penalty: 3926.065918
	Iteration 11Q: 3 clusters Score -1.864292e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 175975 members 
Entering Unmasked Estep 
Score: -18643378.000000 Penalty: 3926.065918
	Iteration 12Q: 3 clusters Score -1.864338e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 176112 members 
Entering Unmasked Estep 
Score: -18643524.000000 Penalty: 3926.065918
	Iteration 13Q: 3 clusters Score -1.864352e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176144 members 
Entering Unmasked Estep 
Score: -18643570.000000 Penalty: 3926.065918
	Iteration 14Q: 3 clusters Score -1.864357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176164 members 
Entering Unmasked Estep 
Score: -18643604.000000 Penalty: 3926.065918
	Iteration 15Q: 3 clusters Score -1.86436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176172 members 
Entering Unmasked Estep 
Score: -18643622.000000 Penalty: 3926.065918
	Iteration 16Q: 3 clusters Score -1.864362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -18643634.000000 Penalty: 3926.065918
	Iteration 17Q: 3 clusters Score -1.864363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176172 members 
Entering Unmasked Estep 
Score: -18643640.000000 Penalty: 3926.065918
	Iteration 18Q: 3 clusters Score -1.864364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176170 members 
Entering Unmasked Estep 
Score: -18643648.000000 Penalty: 3926.065918
	Iteration 19Q: 3 clusters Score -1.864365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176170 members 
Entering Unmasked Estep 
Score: -18643648.000000 Penalty: 3926.065918
	Iteration 20F: 3 clusters Score -1.864365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -277537.156250 Penalty: 1287.308472
	Iteration 0F: 2 clusters Score -277537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -274965.875000 Penalty: 2574.616943
	Iteration 0F: 3 clusters Score -274965.9 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -275542.031250 Penalty: 2574.616943
	Iteration 1F: 3 clusters Score -275542 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -275669.906250 Penalty: 2574.616943
	Iteration 2F: 3 clusters Score -275669.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -275748.937500 Penalty: 2574.616943
	Iteration 3F: 3 clusters Score -275748.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -275812.187500 Penalty: 2574.616943
	Iteration 4Q: 3 clusters Score -275812.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -275852.000000 Penalty: 2574.616943
	Iteration 5Q: 3 clusters Score -275852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275888.500000 Penalty: 2574.616943
	Iteration 6Q: 3 clusters Score -275888.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -275918.000000 Penalty: 2574.616943
	Iteration 7Q: 3 clusters Score -275918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -275938.906250 Penalty: 2574.616943
	Iteration 8Q: 3 clusters Score -275938.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -275962.593750 Penalty: 2574.616943
	Iteration 9Q: 3 clusters Score -275962.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -275993.468750 Penalty: 2574.616943
	Iteration 10Q: 3 clusters Score -275993.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -276021.718750 Penalty: 2574.616943
	Iteration 11Q: 3 clusters Score -276021.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -276051.718750 Penalty: 2574.616943
	Iteration 12Q: 3 clusters Score -276051.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -276075.000000 Penalty: 2574.616943
	Iteration 13Q: 3 clusters Score -276075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -276090.218750 Penalty: 2574.616943
	Iteration 14Q: 3 clusters Score -276090.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -276103.718750 Penalty: 2574.616943
	Iteration 15Q: 3 clusters Score -276103.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -276122.312500 Penalty: 2574.616943
	Iteration 16Q: 3 clusters Score -276122.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -276149.656250 Penalty: 2574.616943
	Iteration 17Q: 3 clusters Score -276149.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -276177.718750 Penalty: 2574.616943
	Iteration 18Q: 3 clusters Score -276177.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -276213.406250 Penalty: 2574.616943
	Iteration 19Q: 3 clusters Score -276213.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -276245.875000 Penalty: 2574.616943
	Iteration 20F: 3 clusters Score -276245.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -276275.750000 Penalty: 2574.616943
	Iteration 21Q: 3 clusters Score -276275.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -276297.750000 Penalty: 2574.616943
	Iteration 22Q: 3 clusters Score -276297.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -276318.031250 Penalty: 2574.616943
	Iteration 23Q: 3 clusters Score -276318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -276338.375000 Penalty: 2574.616943
	Iteration 24Q: 3 clusters Score -276338.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -276353.062500 Penalty: 2574.616943
	Iteration 25Q: 3 clusters Score -276353.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -276364.156250 Penalty: 2574.616943
	Iteration 26Q: 3 clusters Score -276364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -276373.531250 Penalty: 2574.616943
	Iteration 27Q: 3 clusters Score -276373.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -276380.656250 Penalty: 2574.616943
	Iteration 28Q: 3 clusters Score -276380.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -276389.531250 Penalty: 2574.616943
	Iteration 29Q: 3 clusters Score -276389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -276399.437500 Penalty: 2574.616943
	Iteration 30Q: 3 clusters Score -276399.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -276411.437500 Penalty: 2574.616943
	Iteration 31Q: 3 clusters Score -276411.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -276427.906250 Penalty: 2574.616943
	Iteration 32Q: 3 clusters Score -276427.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -276439.593750 Penalty: 2574.616943
	Iteration 33Q: 3 clusters Score -276439.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -276448.187500 Penalty: 2574.616943
	Iteration 34Q: 3 clusters Score -276448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -276451.687500 Penalty: 2574.616943
	Iteration 35Q: 3 clusters Score -276451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -276457.843750 Penalty: 2574.616943
	Iteration 36Q: 3 clusters Score -276457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -276468.093750 Penalty: 2574.616943
	Iteration 37Q: 3 clusters Score -276468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -276479.343750 Penalty: 2574.616943
	Iteration 38Q: 3 clusters Score -276479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -276487.187500 Penalty: 2574.616943
	Iteration 39Q: 3 clusters Score -276487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -276492.500000 Penalty: 2574.616943
	Iteration 40F: 3 clusters Score -276492.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -276498.812500 Penalty: 2574.616943
	Iteration 41Q: 3 clusters Score -276498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -276503.437500 Penalty: 2574.616943
	Iteration 42Q: 3 clusters Score -276503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -276507.375000 Penalty: 2574.616943
	Iteration 43Q: 3 clusters Score -276507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -276514.531250 Penalty: 2574.616943
	Iteration 44Q: 3 clusters Score -276514.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -276526.812500 Penalty: 2574.616943
	Iteration 45Q: 3 clusters Score -276526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -276542.218750 Penalty: 2574.616943
	Iteration 46Q: 3 clusters Score -276542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -276553.281250 Penalty: 2574.616943
	Iteration 47Q: 3 clusters Score -276553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -276560.656250 Penalty: 2574.616943
	Iteration 48Q: 3 clusters Score -276560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -276571.218750 Penalty: 2574.616943
	Iteration 49Q: 3 clusters Score -276571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -276580.593750 Penalty: 2574.616943
	Iteration 50Q: 3 clusters Score -276580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -276584.593750 Penalty: 2574.616943
	Iteration 51Q: 3 clusters Score -276584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -276585.062500 Penalty: 2574.616943
	Iteration 52Q: 3 clusters Score -276585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -276585.062500 Penalty: 2574.616943
	Iteration 53F: 3 clusters Score -276585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Entering Unmasked Estep 
Score: -11207674.000000 Penalty: 1878.023315
	Iteration 0F: 2 clusters Score -1.120767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -11138159.000000 Penalty: 3756.046631
	Iteration 0F: 3 clusters Score -1.113816e+07 nChanged 50051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -11166635.000000 Penalty: 3756.046631
	Iteration 1F: 3 clusters Score -1.116664e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -11167342.000000 Penalty: 3756.046631
	Iteration 2Q: 3 clusters Score -1.116734e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -11168398.000000 Penalty: 3756.046631
	Iteration 3Q: 3 clusters Score -1.11684e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -11170138.000000 Penalty: 3756.046631
	Iteration 4Q: 3 clusters Score -1.117014e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -11173361.000000 Penalty: 3756.046631
	Iteration 5F: 3 clusters Score -1.117336e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -11179606.000000 Penalty: 3756.046631
	Iteration 6F: 3 clusters Score -1.117961e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -11189202.000000 Penalty: 3756.046631
	Iteration 7F: 3 clusters Score -1.11892e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -11198486.000000 Penalty: 3756.046631
	Iteration 8F: 3 clusters Score -1.119849e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 101606 members 
Entering Unmasked Estep 
Score: -11203595.000000 Penalty: 3756.046631
	Iteration 9Q: 3 clusters Score -1.12036e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -11205320.000000 Penalty: 3756.046631
	Iteration 10Q: 3 clusters Score -1.120532e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -11205825.000000 Penalty: 3756.046631
	Iteration 11Q: 3 clusters Score -1.120582e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -11206019.000000 Penalty: 3756.046631
	Iteration 12Q: 3 clusters Score -1.120602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -11206160.000000 Penalty: 3756.046631
	Iteration 13Q: 3 clusters Score -1.120616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -11206229.000000 Penalty: 3756.046631
	Iteration 14Q: 3 clusters Score -1.120623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -11206261.000000 Penalty: 3756.046631
	Iteration 15Q: 3 clusters Score -1.120626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -11206275.000000 Penalty: 3756.046631
	Iteration 16Q: 3 clusters Score -1.120628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -11206299.000000 Penalty: 3756.046631
	Iteration 17Q: 3 clusters Score -1.12063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 104002 members 
Entering Unmasked Estep 
Score: -11206306.000000 Penalty: 3756.046631
	Iteration 18Q: 3 clusters Score -1.120631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -11206313.000000 Penalty: 3756.046631
	Iteration 19Q: 3 clusters Score -1.120631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -11206301.000000 Penalty: 3756.046631
	Iteration 20F: 3 clusters Score -1.12063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -11206306.000000 Penalty: 3756.046631
	Iteration 21Q: 3 clusters Score -1.120631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -11206303.000000 Penalty: 3756.046631
	Iteration 22Q: 3 clusters Score -1.12063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -11206316.000000 Penalty: 3756.046631
	Iteration 23Q: 3 clusters Score -1.120632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -11206319.000000 Penalty: 3756.046631
	Iteration 24Q: 3 clusters Score -1.120632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -11206315.000000 Penalty: 3756.046631
	Iteration 25Q: 3 clusters Score -1.120632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -11206317.000000 Penalty: 3756.046631
	Iteration 26Q: 3 clusters Score -1.120632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -11206311.000000 Penalty: 3756.046631
	Iteration 27Q: 3 clusters Score -1.120631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -11206321.000000 Penalty: 3756.046631
	Iteration 28Q: 3 clusters Score -1.120632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -11206319.000000 Penalty: 3756.046631
	Iteration 29Q: 3 clusters Score -1.120632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -11206336.000000 Penalty: 3756.046631
	Iteration 30Q: 3 clusters Score -1.120634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -11206329.000000 Penalty: 3756.046631
	Iteration 31Q: 3 clusters Score -1.120633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -11206325.000000 Penalty: 3756.046631
	Iteration 32Q: 3 clusters Score -1.120632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -11206325.000000 Penalty: 3756.046631
	Iteration 33F: 3 clusters Score -1.120632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Entering Unmasked Estep 
Score: -1592121.875000 Penalty: 1568.461792
	Iteration 0F: 2 clusters Score -1592122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1581344.000000 Penalty: 3136.923584
	Iteration 0F: 3 clusters Score -1581344 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1584984.875000 Penalty: 3136.923584
	Iteration 1F: 3 clusters Score -1584985 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1585360.250000 Penalty: 3136.923584
	Iteration 2F: 3 clusters Score -1585360 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1585689.750000 Penalty: 3136.923584
	Iteration 3F: 3 clusters Score -1585690 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1585992.875000 Penalty: 3136.923584
	Iteration 4Q: 3 clusters Score -1585993 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1586289.375000 Penalty: 3136.923584
	Iteration 5Q: 3 clusters Score -1586289 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1586559.125000 Penalty: 3136.923584
	Iteration 6Q: 3 clusters Score -1586559 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1586803.000000 Penalty: 3136.923584
	Iteration 7Q: 3 clusters Score -1586803 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1587005.125000 Penalty: 3136.923584
	Iteration 8Q: 3 clusters Score -1587005 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1587200.250000 Penalty: 3136.923584
	Iteration 9Q: 3 clusters Score -1587200 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1587368.000000 Penalty: 3136.923584
	Iteration 10Q: 3 clusters Score -1587368 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1587535.875000 Penalty: 3136.923584
	Iteration 11Q: 3 clusters Score -1587536 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1587673.500000 Penalty: 3136.923584
	Iteration 12Q: 3 clusters Score -1587674 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1587803.875000 Penalty: 3136.923584
	Iteration 13Q: 3 clusters Score -1587804 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1587915.000000 Penalty: 3136.923584
	Iteration 14Q: 3 clusters Score -1587915 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1588031.000000 Penalty: 3136.923584
	Iteration 15Q: 3 clusters Score -1588031 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1588156.250000 Penalty: 3136.923584
	Iteration 16Q: 3 clusters Score -1588156 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1588280.250000 Penalty: 3136.923584
	Iteration 17Q: 3 clusters Score -1588280 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1588398.125000 Penalty: 3136.923584
	Iteration 18Q: 3 clusters Score -1588398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1588528.750000 Penalty: 3136.923584
	Iteration 19Q: 3 clusters Score -1588529 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1588682.750000 Penalty: 3136.923584
	Iteration 20F: 3 clusters Score -1588683 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1588896.125000 Penalty: 3136.923584
	Iteration 21Q: 3 clusters Score -1588896 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1589159.125000 Penalty: 3136.923584
	Iteration 22Q: 3 clusters Score -1589159 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1589426.750000 Penalty: 3136.923584
	Iteration 23Q: 3 clusters Score -1589427 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1589747.500000 Penalty: 3136.923584
	Iteration 24Q: 3 clusters Score -1589748 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1590086.125000 Penalty: 3136.923584
	Iteration 25Q: 3 clusters Score -1590086 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1590451.125000 Penalty: 3136.923584
	Iteration 26Q: 3 clusters Score -1590451 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1590810.625000 Penalty: 3136.923584
	Iteration 27Q: 3 clusters Score -1590811 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1591001.625000 Penalty: 3136.923584
	Iteration 28Q: 3 clusters Score -1591002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1591099.875000 Penalty: 3136.923584
	Iteration 29Q: 3 clusters Score -1591100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1591166.750000 Penalty: 3136.923584
	Iteration 30Q: 3 clusters Score -1591167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1591199.500000 Penalty: 3136.923584
	Iteration 31Q: 3 clusters Score -1591200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1591226.375000 Penalty: 3136.923584
	Iteration 32Q: 3 clusters Score -1591226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1591243.375000 Penalty: 3136.923584
	Iteration 33Q: 3 clusters Score -1591243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1591258.125000 Penalty: 3136.923584
	Iteration 34Q: 3 clusters Score -1591258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1591265.625000 Penalty: 3136.923584
	Iteration 35Q: 3 clusters Score -1591266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1591273.375000 Penalty: 3136.923584
	Iteration 36Q: 3 clusters Score -1591273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1591275.000000 Penalty: 3136.923584
	Iteration 37Q: 3 clusters Score -1591275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1591276.875000 Penalty: 3136.923584
	Iteration 38Q: 3 clusters Score -1591277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1591280.375000 Penalty: 3136.923584
	Iteration 39Q: 3 clusters Score -1591280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1591281.625000 Penalty: 3136.923584
	Iteration 40F: 3 clusters Score -1591282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1591281.875000 Penalty: 3136.923584
	Iteration 41Q: 3 clusters Score -1591282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1591283.875000 Penalty: 3136.923584
	Iteration 42Q: 3 clusters Score -1591284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1591283.125000 Penalty: 3136.923584
	Iteration 43Q: 3 clusters Score -1591283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1591282.750000 Penalty: 3136.923584
	Iteration 44Q: 3 clusters Score -1591283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1591282.625000 Penalty: 3136.923584
	Iteration 45Q: 3 clusters Score -1591283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1591282.625000 Penalty: 3136.923584
	Iteration 46F: 3 clusters Score -1591283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Entering Unmasked Estep 
Score: -1183729.625000 Penalty: 1509.126343
	Iteration 0F: 2 clusters Score -1183730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1176014.625000 Penalty: 3018.252686
	Iteration 0F: 3 clusters Score -1176015 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1178576.750000 Penalty: 3018.252686
	Iteration 1F: 3 clusters Score -1178577 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1178868.750000 Penalty: 3018.252686
	Iteration 2F: 3 clusters Score -1178869 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1179174.250000 Penalty: 3018.252686
	Iteration 3F: 3 clusters Score -1179174 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1179555.500000 Penalty: 3018.252686
	Iteration 4F: 3 clusters Score -1179556 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1179977.125000 Penalty: 3018.252686
	Iteration 5F: 3 clusters Score -1179977 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1180474.500000 Penalty: 3018.252686
	Iteration 6F: 3 clusters Score -1180474 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1180993.625000 Penalty: 3018.252686
	Iteration 7F: 3 clusters Score -1180994 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1181460.500000 Penalty: 3018.252686
	Iteration 8F: 3 clusters Score -1181460 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1181807.750000 Penalty: 3018.252686
	Iteration 9Q: 3 clusters Score -1181808 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1182022.375000 Penalty: 3018.252686
	Iteration 10Q: 3 clusters Score -1182022 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1182171.625000 Penalty: 3018.252686
	Iteration 11Q: 3 clusters Score -1182172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1182262.125000 Penalty: 3018.252686
	Iteration 12Q: 3 clusters Score -1182262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1182320.625000 Penalty: 3018.252686
	Iteration 13Q: 3 clusters Score -1182321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1182351.750000 Penalty: 3018.252686
	Iteration 14Q: 3 clusters Score -1182352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1182373.000000 Penalty: 3018.252686
	Iteration 15Q: 3 clusters Score -1182373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1182397.125000 Penalty: 3018.252686
	Iteration 16Q: 3 clusters Score -1182397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1182407.625000 Penalty: 3018.252686
	Iteration 17Q: 3 clusters Score -1182408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1182413.625000 Penalty: 3018.252686
	Iteration 18Q: 3 clusters Score -1182414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1182424.375000 Penalty: 3018.252686
	Iteration 19Q: 3 clusters Score -1182424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1182434.875000 Penalty: 3018.252686
	Iteration 20F: 3 clusters Score -1182435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1182443.625000 Penalty: 3018.252686
	Iteration 21Q: 3 clusters Score -1182444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1182444.625000 Penalty: 3018.252686
	Iteration 22Q: 3 clusters Score -1182445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1182446.000000 Penalty: 3018.252686
	Iteration 23Q: 3 clusters Score -1182446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1182446.000000 Penalty: 3018.252686
	Iteration 24F: 3 clusters Score -1182446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Entering Unmasked Estep 
Score: -1599352.250000 Penalty: 1560.431030
	Iteration 0F: 2 clusters Score -1599352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1589084.375000 Penalty: 3120.862061
	Iteration 0F: 3 clusters Score -1589084 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1592787.000000 Penalty: 3120.862061
	Iteration 1F: 3 clusters Score -1592787 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1593200.750000 Penalty: 3120.862061
	Iteration 2F: 3 clusters Score -1593201 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1593652.875000 Penalty: 3120.862061
	Iteration 3F: 3 clusters Score -1593653 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1594222.750000 Penalty: 3120.862061
	Iteration 4F: 3 clusters Score -1594223 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1594913.625000 Penalty: 3120.862061
	Iteration 5F: 3 clusters Score -1594914 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1595685.500000 Penalty: 3120.862061
	Iteration 6F: 3 clusters Score -1595686 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1596507.250000 Penalty: 3120.862061
	Iteration 7F: 3 clusters Score -1596507 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1597346.750000 Penalty: 3120.862061
	Iteration 8F: 3 clusters Score -1597347 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1598078.125000 Penalty: 3120.862061
	Iteration 9Q: 3 clusters Score -1598078 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1598587.000000 Penalty: 3120.862061
	Iteration 10Q: 3 clusters Score -1598587 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1598924.750000 Penalty: 3120.862061
	Iteration 11Q: 3 clusters Score -1598925 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1599085.625000 Penalty: 3120.862061
	Iteration 12Q: 3 clusters Score -1599086 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1599186.625000 Penalty: 3120.862061
	Iteration 13Q: 3 clusters Score -1599187 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1599245.625000 Penalty: 3120.862061
	Iteration 14Q: 3 clusters Score -1599246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1599276.625000 Penalty: 3120.862061
	Iteration 15Q: 3 clusters Score -1599277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1599296.750000 Penalty: 3120.862061
	Iteration 16Q: 3 clusters Score -1599297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1599306.375000 Penalty: 3120.862061
	Iteration 17Q: 3 clusters Score -1599306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1599312.875000 Penalty: 3120.862061
	Iteration 18Q: 3 clusters Score -1599313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1599315.750000 Penalty: 3120.862061
	Iteration 19Q: 3 clusters Score -1599316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1599316.625000 Penalty: 3120.862061
	Iteration 20F: 3 clusters Score -1599317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1599316.000000 Penalty: 3120.862061
	Iteration 21Q: 3 clusters Score -1599316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1599319.500000 Penalty: 3120.862061
	Iteration 22Q: 3 clusters Score -1599320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1599324.250000 Penalty: 3120.862061
	Iteration 23Q: 3 clusters Score -1599324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1599324.625000 Penalty: 3120.862061
	Iteration 24Q: 3 clusters Score -1599325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1599325.500000 Penalty: 3120.862061
	Iteration 25Q: 3 clusters Score -1599326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1599323.250000 Penalty: 3120.862061
	Iteration 26Q: 3 clusters Score -1599323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1599326.750000 Penalty: 3120.862061
	Iteration 27Q: 3 clusters Score -1599327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1599325.875000 Penalty: 3120.862061
	Iteration 28Q: 3 clusters Score -1599326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1599329.375000 Penalty: 3120.862061
	Iteration 29Q: 3 clusters Score -1599329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1599328.625000 Penalty: 3120.862061
	Iteration 30Q: 3 clusters Score -1599329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1599329.125000 Penalty: 3120.862061
	Iteration 31Q: 3 clusters Score -1599329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1599328.625000 Penalty: 3120.862061
	Iteration 32Q: 3 clusters Score -1599329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1599329.000000 Penalty: 3120.862061
	Iteration 33Q: 3 clusters Score -1599329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1599329.000000 Penalty: 3120.862061
	Iteration 34F: 3 clusters Score -1599329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Entering Unmasked Estep 
Score: -1473096.125000 Penalty: 1545.495483
	Iteration 0F: 2 clusters Score -1473096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1463646.000000 Penalty: 3090.990967
	Iteration 0F: 3 clusters Score -1463646 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1466837.875000 Penalty: 3090.990967
	Iteration 1F: 3 clusters Score -1466838 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1467152.625000 Penalty: 3090.990967
	Iteration 2F: 3 clusters Score -1467153 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1467466.000000 Penalty: 3090.990967
	Iteration 3F: 3 clusters Score -1467466 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1467830.125000 Penalty: 3090.990967
	Iteration 4F: 3 clusters Score -1467830 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1468292.375000 Penalty: 3090.990967
	Iteration 5F: 3 clusters Score -1468292 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1468889.000000 Penalty: 3090.990967
	Iteration 6F: 3 clusters Score -1468889 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1469556.500000 Penalty: 3090.990967
	Iteration 7F: 3 clusters Score -1469556 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1470193.625000 Penalty: 3090.990967
	Iteration 8F: 3 clusters Score -1470194 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1470683.250000 Penalty: 3090.990967
	Iteration 9Q: 3 clusters Score -1470683 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1471076.875000 Penalty: 3090.990967
	Iteration 10Q: 3 clusters Score -1471077 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1471337.750000 Penalty: 3090.990967
	Iteration 11Q: 3 clusters Score -1471338 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1471495.250000 Penalty: 3090.990967
	Iteration 12Q: 3 clusters Score -1471495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1471585.250000 Penalty: 3090.990967
	Iteration 13Q: 3 clusters Score -1471585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1471663.750000 Penalty: 3090.990967
	Iteration 14Q: 3 clusters Score -1471664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1471717.875000 Penalty: 3090.990967
	Iteration 15Q: 3 clusters Score -1471718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1471748.375000 Penalty: 3090.990967
	Iteration 16Q: 3 clusters Score -1471748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1471772.750000 Penalty: 3090.990967
	Iteration 17Q: 3 clusters Score -1471773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1471783.875000 Penalty: 3090.990967
	Iteration 18Q: 3 clusters Score -1471784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1471790.750000 Penalty: 3090.990967
	Iteration 19Q: 3 clusters Score -1471791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1471792.750000 Penalty: 3090.990967
	Iteration 20F: 3 clusters Score -1471793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -527704.000000 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -527704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -523847.406250 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -523847.4 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -524872.250000 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -524872.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -525031.375000 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -525031.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -525147.062500 Penalty: 2755.294189
	Iteration 3Q: 3 clusters Score -525147.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -525259.500000 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -525259.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -525384.375000 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -525384.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -525499.625000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -525499.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -525599.500000 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -525599.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -525692.000000 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -525692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -525778.312500 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -525778.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -525872.125000 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -525872.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -525971.562500 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -525971.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -526063.625000 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -526063.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -526145.625000 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -526145.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -526210.562500 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -526210.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -526270.687500 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -526270.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -526332.562500 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -526332.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -526387.875000 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -526387.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -526418.375000 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -526418.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -526438.687500 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -526438.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -526452.437500 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -526452.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -526463.125000 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -526463.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -526473.625000 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -526473.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -526482.187500 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -526482.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -526485.937500 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -526485.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -526492.125000 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -526492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -526498.812500 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -526498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -526503.500000 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -526503.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -526508.125000 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -526508.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -526512.875000 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -526512.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -526514.937500 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -526514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -526516.125000 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -526516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -526516.125000 Penalty: 2755.294189
	Iteration 32F: 3 clusters Score -526516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -126637.117188 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -126637.1 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 588 members 
Entering Unmasked Estep 
Score: -125051.132812 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -125051.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125328.906250 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -125328.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125420.093750 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -125420.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125465.476562 Penalty: 2309.646973
	Iteration 3Q: 3 clusters Score -125465.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125483.953125 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -125484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125497.218750 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -125497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125506.593750 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -125506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125515.546875 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -125515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125519.367188 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -125519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125521.015625 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -125521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125522.484375 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -125522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125522.734375 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -125522.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125522.734375 Penalty: 2309.646973
	Iteration 12F: 3 clusters Score -125522.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (110533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110533 members 
Entering Unmasked Estep 
Score: -11981498.000000 Penalty: 1887.123779
	Iteration 0F: 2 clusters Score -1.19815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -11908193.000000 Penalty: 3774.247559
	Iteration 0F: 3 clusters Score -1.190819e+07 nChanged 52988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -11939247.000000 Penalty: 3774.247559
	Iteration 1F: 3 clusters Score -1.193925e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -11939772.000000 Penalty: 3774.247559
	Iteration 2Q: 3 clusters Score -1.193977e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -11940512.000000 Penalty: 3774.247559
	Iteration 3Q: 3 clusters Score -1.194051e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -11941620.000000 Penalty: 3774.247559
	Iteration 4Q: 3 clusters Score -1.194162e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -11943371.000000 Penalty: 3774.247559
	Iteration 5Q: 3 clusters Score -1.194337e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -11946054.000000 Penalty: 3774.247559
	Iteration 6F: 3 clusters Score -1.194605e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -11950218.000000 Penalty: 3774.247559
	Iteration 7F: 3 clusters Score -1.195022e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -11956070.000000 Penalty: 3774.247559
	Iteration 8F: 3 clusters Score -1.195607e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -11962683.000000 Penalty: 3774.247559
	Iteration 9F: 3 clusters Score -1.196268e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -11968741.000000 Penalty: 3774.247559
	Iteration 10F: 3 clusters Score -1.196874e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -11972818.000000 Penalty: 3774.247559
	Iteration 11Q: 3 clusters Score -1.197282e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -11975061.000000 Penalty: 3774.247559
	Iteration 12Q: 3 clusters Score -1.197506e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100798 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -11976335.000000 Penalty: 3774.247559
	Iteration 13Q: 3 clusters Score -1.197634e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -11977167.000000 Penalty: 3774.247559
	Iteration 14Q: 3 clusters Score -1.197717e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -11977744.000000 Penalty: 3774.247559
	Iteration 15Q: 3 clusters Score -1.197774e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -11978212.000000 Penalty: 3774.247559
	Iteration 16Q: 3 clusters Score -1.197821e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -11978580.000000 Penalty: 3774.247559
	Iteration 17Q: 3 clusters Score -1.197858e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -11979003.000000 Penalty: 3774.247559
	Iteration 18Q: 3 clusters Score -1.1979e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -11979184.000000 Penalty: 3774.247559
	Iteration 19Q: 3 clusters Score -1.197918e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -11979373.000000 Penalty: 3774.247559
	Iteration 20F: 3 clusters Score -1.197937e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11979471.000000 Penalty: 3774.247559
	Iteration 21Q: 3 clusters Score -1.197947e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11979536.000000 Penalty: 3774.247559
	Iteration 22Q: 3 clusters Score -1.197954e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11979641.000000 Penalty: 3774.247559
	Iteration 23Q: 3 clusters Score -1.197964e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109020 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11979731.000000 Penalty: 3774.247559
	Iteration 24Q: 3 clusters Score -1.197973e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11979841.000000 Penalty: 3774.247559
	Iteration 25Q: 3 clusters Score -1.197984e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11979857.000000 Penalty: 3774.247559
	Iteration 26Q: 3 clusters Score -1.197986e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11979917.000000 Penalty: 3774.247559
	Iteration 27Q: 3 clusters Score -1.197992e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11979932.000000 Penalty: 3774.247559
	Iteration 28Q: 3 clusters Score -1.197993e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11979957.000000 Penalty: 3774.247559
	Iteration 29Q: 3 clusters Score -1.197996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11979965.000000 Penalty: 3774.247559
	Iteration 30Q: 3 clusters Score -1.197996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11979959.000000 Penalty: 3774.247559
	Iteration 31Q: 3 clusters Score -1.197996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11979988.000000 Penalty: 3774.247559
	Iteration 32Q: 3 clusters Score -1.197999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11979995.000000 Penalty: 3774.247559
	Iteration 33Q: 3 clusters Score -1.198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11979987.000000 Penalty: 3774.247559
	Iteration 34Q: 3 clusters Score -1.197999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109727 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11980012.000000 Penalty: 3774.247559
	Iteration 35Q: 3 clusters Score -1.198001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11980005.000000 Penalty: 3774.247559
	Iteration 36Q: 3 clusters Score -1.198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11980023.000000 Penalty: 3774.247559
	Iteration 37Q: 3 clusters Score -1.198002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11980008.000000 Penalty: 3774.247559
	Iteration 38Q: 3 clusters Score -1.198001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109770 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11980021.000000 Penalty: 3774.247559
	Iteration 39Q: 3 clusters Score -1.198002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11980018.000000 Penalty: 3774.247559
	Iteration 40F: 3 clusters Score -1.198002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11980019.000000 Penalty: 3774.247559
	Iteration 41Q: 3 clusters Score -1.198002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11980018.000000 Penalty: 3774.247559
	Iteration 42Q: 3 clusters Score -1.198002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11980023.000000 Penalty: 3774.247559
	Iteration 43Q: 3 clusters Score -1.198002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11980027.000000 Penalty: 3774.247559
	Iteration 44Q: 3 clusters Score -1.198003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11980018.000000 Penalty: 3774.247559
	Iteration 45Q: 3 clusters Score -1.198002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11980018.000000 Penalty: 3774.247559
	Iteration 46Q: 3 clusters Score -1.198002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11980024.000000 Penalty: 3774.247559
	Iteration 47Q: 3 clusters Score -1.198002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11980021.000000 Penalty: 3774.247559
	Iteration 48Q: 3 clusters Score -1.198002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11980025.000000 Penalty: 3774.247559
	Iteration 49Q: 3 clusters Score -1.198002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11980029.000000 Penalty: 3774.247559
	Iteration 50Q: 3 clusters Score -1.198003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11980026.000000 Penalty: 3774.247559
	Iteration 51Q: 3 clusters Score -1.198003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11980026.000000 Penalty: 3774.247559
	Iteration 52F: 3 clusters Score -1.198003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (33511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Entering Unmasked Estep 
Score: -3526979.500000 Penalty: 1693.189697
	Iteration 0F: 2 clusters Score -3526980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3504215.250000 Penalty: 3386.379395
	Iteration 0F: 3 clusters Score -3504215 nChanged 15701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3513048.500000 Penalty: 3386.379395
	Iteration 1F: 3 clusters Score -3513048 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3513588.500000 Penalty: 3386.379395
	Iteration 2Q: 3 clusters Score -3513588 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3514184.750000 Penalty: 3386.379395
	Iteration 3Q: 3 clusters Score -3514185 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3515017.750000 Penalty: 3386.379395
	Iteration 4F: 3 clusters Score -3515018 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3516041.000000 Penalty: 3386.379395
	Iteration 5F: 3 clusters Score -3516041 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3517434.750000 Penalty: 3386.379395
	Iteration 6F: 3 clusters Score -3517435 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3518874.750000 Penalty: 3386.379395
	Iteration 7F: 3 clusters Score -3518875 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3520088.750000 Penalty: 3386.379395
	Iteration 8F: 3 clusters Score -3520089 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3521103.500000 Penalty: 3386.379395
	Iteration 9Q: 3 clusters Score -3521104 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3521809.000000 Penalty: 3386.379395
	Iteration 10Q: 3 clusters Score -3521809 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3522320.500000 Penalty: 3386.379395
	Iteration 11Q: 3 clusters Score -3522320 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3522668.750000 Penalty: 3386.379395
	Iteration 12Q: 3 clusters Score -3522669 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3522936.000000 Penalty: 3386.379395
	Iteration 13Q: 3 clusters Score -3522936 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3523160.500000 Penalty: 3386.379395
	Iteration 14Q: 3 clusters Score -3523160 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3523358.250000 Penalty: 3386.379395
	Iteration 15Q: 3 clusters Score -3523358 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3523526.500000 Penalty: 3386.379395
	Iteration 16Q: 3 clusters Score -3523526 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3523701.000000 Penalty: 3386.379395
	Iteration 17Q: 3 clusters Score -3523701 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3523880.250000 Penalty: 3386.379395
	Iteration 18Q: 3 clusters Score -3523880 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3524067.000000 Penalty: 3386.379395
	Iteration 19Q: 3 clusters Score -3524067 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3524235.750000 Penalty: 3386.379395
	Iteration 20F: 3 clusters Score -3524236 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3524386.000000 Penalty: 3386.379395
	Iteration 21Q: 3 clusters Score -3524386 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3524556.500000 Penalty: 3386.379395
	Iteration 22Q: 3 clusters Score -3524556 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -3524693.750000 Penalty: 3386.379395
	Iteration 23Q: 3 clusters Score -3524694 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3524816.750000 Penalty: 3386.379395
	Iteration 24Q: 3 clusters Score -3524817 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3524958.500000 Penalty: 3386.379395
	Iteration 25Q: 3 clusters Score -3524958 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -3525082.750000 Penalty: 3386.379395
	Iteration 26Q: 3 clusters Score -3525083 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -3525208.500000 Penalty: 3386.379395
	Iteration 27Q: 3 clusters Score -3525208 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -3525313.250000 Penalty: 3386.379395
	Iteration 28Q: 3 clusters Score -3525313 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -3525389.250000 Penalty: 3386.379395
	Iteration 29Q: 3 clusters Score -3525389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -3525431.750000 Penalty: 3386.379395
	Iteration 30Q: 3 clusters Score -3525432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3525473.250000 Penalty: 3386.379395
	Iteration 31Q: 3 clusters Score -3525473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -3525515.750000 Penalty: 3386.379395
	Iteration 32Q: 3 clusters Score -3525516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3525539.000000 Penalty: 3386.379395
	Iteration 33Q: 3 clusters Score -3525539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -3525558.500000 Penalty: 3386.379395
	Iteration 34Q: 3 clusters Score -3525558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -3525568.000000 Penalty: 3386.379395
	Iteration 35Q: 3 clusters Score -3525568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -3525582.250000 Penalty: 3386.379395
	Iteration 36Q: 3 clusters Score -3525582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3525593.250000 Penalty: 3386.379395
	Iteration 37Q: 3 clusters Score -3525593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -3525600.000000 Penalty: 3386.379395
	Iteration 38Q: 3 clusters Score -3525600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3525608.750000 Penalty: 3386.379395
	Iteration 39Q: 3 clusters Score -3525609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -3525621.750000 Penalty: 3386.379395
	Iteration 40F: 3 clusters Score -3525622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3525627.250000 Penalty: 3386.379395
	Iteration 41Q: 3 clusters Score -3525627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -3525634.500000 Penalty: 3386.379395
	Iteration 42Q: 3 clusters Score -3525634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3525640.500000 Penalty: 3386.379395
	Iteration 43Q: 3 clusters Score -3525640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3525654.250000 Penalty: 3386.379395
	Iteration 44Q: 3 clusters Score -3525654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3525652.500000 Penalty: 3386.379395
	Iteration 45Q: 3 clusters Score -3525652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3525654.000000 Penalty: 3386.379395
	Iteration 46Q: 3 clusters Score -3525654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -3525661.000000 Penalty: 3386.379395
	Iteration 47Q: 3 clusters Score -3525661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3525660.250000 Penalty: 3386.379395
	Iteration 48Q: 3 clusters Score -3525660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3525657.500000 Penalty: 3386.379395
	Iteration 49Q: 3 clusters Score -3525658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -3525656.750000 Penalty: 3386.379395
	Iteration 50Q: 3 clusters Score -3525657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3525662.500000 Penalty: 3386.379395
	Iteration 51Q: 3 clusters Score -3525662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -3525661.750000 Penalty: 3386.379395
	Iteration 52Q: 3 clusters Score -3525662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -3525656.750000 Penalty: 3386.379395
	Iteration 53Q: 3 clusters Score -3525657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3525663.000000 Penalty: 3386.379395
	Iteration 54Q: 3 clusters Score -3525663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -3525666.250000 Penalty: 3386.379395
	Iteration 55Q: 3 clusters Score -3525666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -3525669.000000 Penalty: 3386.379395
	Iteration 56Q: 3 clusters Score -3525669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3525672.250000 Penalty: 3386.379395
	Iteration 57Q: 3 clusters Score -3525672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -3525674.750000 Penalty: 3386.379395
	Iteration 58Q: 3 clusters Score -3525675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -3525677.250000 Penalty: 3386.379395
	Iteration 59Q: 3 clusters Score -3525677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3525674.500000 Penalty: 3386.379395
	Iteration 60F: 3 clusters Score -3525674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3525678.750000 Penalty: 3386.379395
	Iteration 61Q: 3 clusters Score -3525679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3525682.250000 Penalty: 3386.379395
	Iteration 62Q: 3 clusters Score -3525682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3525678.750000 Penalty: 3386.379395
	Iteration 63Q: 3 clusters Score -3525679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3525676.000000 Penalty: 3386.379395
	Iteration 64Q: 3 clusters Score -3525676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3525676.000000 Penalty: 3386.379395
	Iteration 65F: 3 clusters Score -3525676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Entering Unmasked Estep 
Score: -1901481.875000 Penalty: 1587.031860
	Iteration 0F: 2 clusters Score -1901482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1889554.000000 Penalty: 3174.063721
	Iteration 0F: 3 clusters Score -1889554 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1893718.000000 Penalty: 3174.063721
	Iteration 1F: 3 clusters Score -1893718 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1894047.250000 Penalty: 3174.063721
	Iteration 2F: 3 clusters Score -1894047 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1894399.750000 Penalty: 3174.063721
	Iteration 3Q: 3 clusters Score -1894400 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1894752.750000 Penalty: 3174.063721
	Iteration 4Q: 3 clusters Score -1894753 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1895146.125000 Penalty: 3174.063721
	Iteration 5Q: 3 clusters Score -1895146 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1895596.000000 Penalty: 3174.063721
	Iteration 6Q: 3 clusters Score -1895596 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1896150.375000 Penalty: 3174.063721
	Iteration 7F: 3 clusters Score -1896150 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1896899.125000 Penalty: 3174.063721
	Iteration 8F: 3 clusters Score -1896899 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1897656.875000 Penalty: 3174.063721
	Iteration 9F: 3 clusters Score -1897657 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1898229.875000 Penalty: 3174.063721
	Iteration 10Q: 3 clusters Score -1898230 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1898557.750000 Penalty: 3174.063721
	Iteration 11Q: 3 clusters Score -1898558 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1898722.125000 Penalty: 3174.063721
	Iteration 12Q: 3 clusters Score -1898722 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1898812.875000 Penalty: 3174.063721
	Iteration 13Q: 3 clusters Score -1898813 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1898873.125000 Penalty: 3174.063721
	Iteration 14Q: 3 clusters Score -1898873 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1898926.000000 Penalty: 3174.063721
	Iteration 15Q: 3 clusters Score -1898926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1898977.375000 Penalty: 3174.063721
	Iteration 16Q: 3 clusters Score -1898977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1899016.375000 Penalty: 3174.063721
	Iteration 17Q: 3 clusters Score -1899016 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1899056.875000 Penalty: 3174.063721
	Iteration 18Q: 3 clusters Score -1899057 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1899100.500000 Penalty: 3174.063721
	Iteration 19Q: 3 clusters Score -1899100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1899142.000000 Penalty: 3174.063721
	Iteration 20F: 3 clusters Score -1899142 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1899184.875000 Penalty: 3174.063721
	Iteration 21Q: 3 clusters Score -1899185 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1899220.000000 Penalty: 3174.063721
	Iteration 22Q: 3 clusters Score -1899220 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1899250.625000 Penalty: 3174.063721
	Iteration 23Q: 3 clusters Score -1899251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1899293.250000 Penalty: 3174.063721
	Iteration 24Q: 3 clusters Score -1899293 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1899321.125000 Penalty: 3174.063721
	Iteration 25Q: 3 clusters Score -1899321 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1899355.750000 Penalty: 3174.063721
	Iteration 26Q: 3 clusters Score -1899356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1899379.500000 Penalty: 3174.063721
	Iteration 27Q: 3 clusters Score -1899380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1899413.000000 Penalty: 3174.063721
	Iteration 28Q: 3 clusters Score -1899413 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1899435.375000 Penalty: 3174.063721
	Iteration 29Q: 3 clusters Score -1899435 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1899461.750000 Penalty: 3174.063721
	Iteration 30Q: 3 clusters Score -1899462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1899484.750000 Penalty: 3174.063721
	Iteration 31Q: 3 clusters Score -1899485 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1899512.375000 Penalty: 3174.063721
	Iteration 32Q: 3 clusters Score -1899512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1899529.500000 Penalty: 3174.063721
	Iteration 33Q: 3 clusters Score -1899530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1899544.125000 Penalty: 3174.063721
	Iteration 34Q: 3 clusters Score -1899544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1899559.750000 Penalty: 3174.063721
	Iteration 35Q: 3 clusters Score -1899560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1899572.750000 Penalty: 3174.063721
	Iteration 36Q: 3 clusters Score -1899573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1899592.000000 Penalty: 3174.063721
	Iteration 37Q: 3 clusters Score -1899592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1899598.500000 Penalty: 3174.063721
	Iteration 38Q: 3 clusters Score -1899598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1899619.875000 Penalty: 3174.063721
	Iteration 39Q: 3 clusters Score -1899620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1899634.375000 Penalty: 3174.063721
	Iteration 40F: 3 clusters Score -1899634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1899652.875000 Penalty: 3174.063721
	Iteration 41Q: 3 clusters Score -1899653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1899672.000000 Penalty: 3174.063721
	Iteration 42Q: 3 clusters Score -1899672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1899690.875000 Penalty: 3174.063721
	Iteration 43Q: 3 clusters Score -1899691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1899716.250000 Penalty: 3174.063721
	Iteration 44Q: 3 clusters Score -1899716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1899736.625000 Penalty: 3174.063721
	Iteration 45Q: 3 clusters Score -1899737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1899753.125000 Penalty: 3174.063721
	Iteration 46Q: 3 clusters Score -1899753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1899765.375000 Penalty: 3174.063721
	Iteration 47Q: 3 clusters Score -1899765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1899769.750000 Penalty: 3174.063721
	Iteration 48Q: 3 clusters Score -1899770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1899774.750000 Penalty: 3174.063721
	Iteration 49Q: 3 clusters Score -1899775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1899785.875000 Penalty: 3174.063721
	Iteration 50Q: 3 clusters Score -1899786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1899790.000000 Penalty: 3174.063721
	Iteration 51Q: 3 clusters Score -1899790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1899795.000000 Penalty: 3174.063721
	Iteration 52Q: 3 clusters Score -1899795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1899804.625000 Penalty: 3174.063721
	Iteration 53Q: 3 clusters Score -1899805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1899815.750000 Penalty: 3174.063721
	Iteration 54Q: 3 clusters Score -1899816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1899825.500000 Penalty: 3174.063721
	Iteration 55Q: 3 clusters Score -1899826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1899834.750000 Penalty: 3174.063721
	Iteration 56Q: 3 clusters Score -1899835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1899844.250000 Penalty: 3174.063721
	Iteration 57Q: 3 clusters Score -1899844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1899851.750000 Penalty: 3174.063721
	Iteration 58Q: 3 clusters Score -1899852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1899861.875000 Penalty: 3174.063721
	Iteration 59Q: 3 clusters Score -1899862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1899875.750000 Penalty: 3174.063721
	Iteration 60F: 3 clusters Score -1899876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1899891.375000 Penalty: 3174.063721
	Iteration 61Q: 3 clusters Score -1899891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1899895.875000 Penalty: 3174.063721
	Iteration 62Q: 3 clusters Score -1899896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1899901.250000 Penalty: 3174.063721
	Iteration 63Q: 3 clusters Score -1899901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1899913.250000 Penalty: 3174.063721
	Iteration 64Q: 3 clusters Score -1899913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1899917.000000 Penalty: 3174.063721
	Iteration 65Q: 3 clusters Score -1899917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1899929.125000 Penalty: 3174.063721
	Iteration 66Q: 3 clusters Score -1899929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1899935.500000 Penalty: 3174.063721
	Iteration 67Q: 3 clusters Score -1899936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1899941.125000 Penalty: 3174.063721
	Iteration 68Q: 3 clusters Score -1899941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1899947.125000 Penalty: 3174.063721
	Iteration 69Q: 3 clusters Score -1899947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1899949.125000 Penalty: 3174.063721
	Iteration 70Q: 3 clusters Score -1899949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1899953.625000 Penalty: 3174.063721
	Iteration 71Q: 3 clusters Score -1899954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1899959.375000 Penalty: 3174.063721
	Iteration 72Q: 3 clusters Score -1899959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1899963.125000 Penalty: 3174.063721
	Iteration 73Q: 3 clusters Score -1899963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1899975.875000 Penalty: 3174.063721
	Iteration 74Q: 3 clusters Score -1899976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1899987.000000 Penalty: 3174.063721
	Iteration 75Q: 3 clusters Score -1899987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1899991.000000 Penalty: 3174.063721
	Iteration 76Q: 3 clusters Score -1899991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1900000.125000 Penalty: 3174.063721
	Iteration 77Q: 3 clusters Score -1900000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1900007.875000 Penalty: 3174.063721
	Iteration 78Q: 3 clusters Score -1900008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1900011.250000 Penalty: 3174.063721
	Iteration 79Q: 3 clusters Score -1900011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1900012.500000 Penalty: 3174.063721
	Iteration 80F: 3 clusters Score -1900012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1900018.125000 Penalty: 3174.063721
	Iteration 81Q: 3 clusters Score -1900018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1900022.000000 Penalty: 3174.063721
	Iteration 82Q: 3 clusters Score -1900022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1900020.625000 Penalty: 3174.063721
	Iteration 83Q: 3 clusters Score -1900021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1900025.125000 Penalty: 3174.063721
	Iteration 84Q: 3 clusters Score -1900025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1900034.500000 Penalty: 3174.063721
	Iteration 85Q: 3 clusters Score -1900034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1900032.375000 Penalty: 3174.063721
	Iteration 86Q: 3 clusters Score -1900032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1900036.000000 Penalty: 3174.063721
	Iteration 87Q: 3 clusters Score -1900036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1900042.000000 Penalty: 3174.063721
	Iteration 88Q: 3 clusters Score -1900042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1900043.500000 Penalty: 3174.063721
	Iteration 89Q: 3 clusters Score -1900044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1900038.375000 Penalty: 3174.063721
	Iteration 90Q: 3 clusters Score -1900038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1900044.875000 Penalty: 3174.063721
	Iteration 91Q: 3 clusters Score -1900045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1900046.375000 Penalty: 3174.063721
	Iteration 92Q: 3 clusters Score -1900046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1900054.375000 Penalty: 3174.063721
	Iteration 93Q: 3 clusters Score -1900054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1900053.625000 Penalty: 3174.063721
	Iteration 94Q: 3 clusters Score -1900054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1900054.000000 Penalty: 3174.063721
	Iteration 95Q: 3 clusters Score -1900054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1900054.875000 Penalty: 3174.063721
	Iteration 96Q: 3 clusters Score -1900055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1900053.500000 Penalty: 3174.063721
	Iteration 97Q: 3 clusters Score -1900054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1900053.500000 Penalty: 3174.063721
	Iteration 98F: 3 clusters Score -1900054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (58673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Entering Unmasked Estep 
Score: -6063165.000000 Penalty: 1784.207031
	Iteration 0F: 2 clusters Score -6063165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -6023933.500000 Penalty: 3568.414062
	Iteration 0F: 3 clusters Score -6023934 nChanged 27670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6040460.000000 Penalty: 3568.414062
	Iteration 1F: 3 clusters Score -6040460 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -6041515.500000 Penalty: 3568.414062
	Iteration 2Q: 3 clusters Score -6041516 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6042745.000000 Penalty: 3568.414062
	Iteration 3Q: 3 clusters Score -6042745 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6044234.500000 Penalty: 3568.414062
	Iteration 4F: 3 clusters Score -6044234 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -6045905.000000 Penalty: 3568.414062
	Iteration 5F: 3 clusters Score -6045905 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -6047820.500000 Penalty: 3568.414062
	Iteration 6F: 3 clusters Score -6047820 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -6049777.000000 Penalty: 3568.414062
	Iteration 7F: 3 clusters Score -6049777 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -6051360.500000 Penalty: 3568.414062
	Iteration 8Q: 3 clusters Score -6051360 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -6052364.500000 Penalty: 3568.414062
	Iteration 9Q: 3 clusters Score -6052364 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6052826.500000 Penalty: 3568.414062
	Iteration 10Q: 3 clusters Score -6052826 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -6053140.500000 Penalty: 3568.414062
	Iteration 11Q: 3 clusters Score -6053140 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -6053396.000000 Penalty: 3568.414062
	Iteration 12Q: 3 clusters Score -6053396 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -6053643.500000 Penalty: 3568.414062
	Iteration 13Q: 3 clusters Score -6053644 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -6053867.000000 Penalty: 3568.414062
	Iteration 14Q: 3 clusters Score -6053867 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -6054143.000000 Penalty: 3568.414062
	Iteration 15Q: 3 clusters Score -6054143 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6054442.500000 Penalty: 3568.414062
	Iteration 16Q: 3 clusters Score -6054442 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -6054739.500000 Penalty: 3568.414062
	Iteration 17Q: 3 clusters Score -6054740 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -6055043.000000 Penalty: 3568.414062
	Iteration 18Q: 3 clusters Score -6055043 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -6055376.500000 Penalty: 3568.414062
	Iteration 19Q: 3 clusters Score -6055376 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -6055686.000000 Penalty: 3568.414062
	Iteration 20F: 3 clusters Score -6055686 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -6055935.500000 Penalty: 3568.414062
	Iteration 21Q: 3 clusters Score -6055936 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6056192.000000 Penalty: 3568.414062
	Iteration 22Q: 3 clusters Score -6056192 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -6056465.500000 Penalty: 3568.414062
	Iteration 23Q: 3 clusters Score -6056466 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -6056779.500000 Penalty: 3568.414062
	Iteration 24Q: 3 clusters Score -6056780 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -6057093.000000 Penalty: 3568.414062
	Iteration 25Q: 3 clusters Score -6057093 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -6057449.000000 Penalty: 3568.414062
	Iteration 26Q: 3 clusters Score -6057449 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -6057778.000000 Penalty: 3568.414062
	Iteration 27Q: 3 clusters Score -6057778 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -6058086.500000 Penalty: 3568.414062
	Iteration 28Q: 3 clusters Score -6058086 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -6058384.000000 Penalty: 3568.414062
	Iteration 29Q: 3 clusters Score -6058384 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -6058737.500000 Penalty: 3568.414062
	Iteration 30Q: 3 clusters Score -6058738 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -6059040.000000 Penalty: 3568.414062
	Iteration 31Q: 3 clusters Score -6059040 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6059337.500000 Penalty: 3568.414062
	Iteration 32Q: 3 clusters Score -6059338 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -6059623.500000 Penalty: 3568.414062
	Iteration 33Q: 3 clusters Score -6059624 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -6059880.500000 Penalty: 3568.414062
	Iteration 34Q: 3 clusters Score -6059880 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -6060119.500000 Penalty: 3568.414062
	Iteration 35Q: 3 clusters Score -6060120 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -6060336.500000 Penalty: 3568.414062
	Iteration 36Q: 3 clusters Score -6060336 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -6060565.000000 Penalty: 3568.414062
	Iteration 37Q: 3 clusters Score -6060565 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6060775.000000 Penalty: 3568.414062
	Iteration 38Q: 3 clusters Score -6060775 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6060997.500000 Penalty: 3568.414062
	Iteration 39Q: 3 clusters Score -6060998 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6061156.500000 Penalty: 3568.414062
	Iteration 40F: 3 clusters Score -6061156 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6061264.000000 Penalty: 3568.414062
	Iteration 41Q: 3 clusters Score -6061264 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6061362.500000 Penalty: 3568.414062
	Iteration 42Q: 3 clusters Score -6061362 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6061412.500000 Penalty: 3568.414062
	Iteration 43Q: 3 clusters Score -6061412 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6061489.000000 Penalty: 3568.414062
	Iteration 44Q: 3 clusters Score -6061489 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6061563.000000 Penalty: 3568.414062
	Iteration 45Q: 3 clusters Score -6061563 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6061621.500000 Penalty: 3568.414062
	Iteration 46Q: 3 clusters Score -6061622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6061651.500000 Penalty: 3568.414062
	Iteration 47Q: 3 clusters Score -6061652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6061667.500000 Penalty: 3568.414062
	Iteration 48Q: 3 clusters Score -6061668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6061697.500000 Penalty: 3568.414062
	Iteration 49Q: 3 clusters Score -6061698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6061722.000000 Penalty: 3568.414062
	Iteration 50Q: 3 clusters Score -6061722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6061735.000000 Penalty: 3568.414062
	Iteration 51Q: 3 clusters Score -6061735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6061750.500000 Penalty: 3568.414062
	Iteration 52Q: 3 clusters Score -6061750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6061744.000000 Penalty: 3568.414062
	Iteration 53Q: 3 clusters Score -6061744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6061756.500000 Penalty: 3568.414062
	Iteration 54Q: 3 clusters Score -6061756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6061756.500000 Penalty: 3568.414062
	Iteration 55Q: 3 clusters Score -6061756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6061756.000000 Penalty: 3568.414062
	Iteration 56Q: 3 clusters Score -6061756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6061773.500000 Penalty: 3568.414062
	Iteration 57Q: 3 clusters Score -6061774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6061766.500000 Penalty: 3568.414062
	Iteration 58Q: 3 clusters Score -6061766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6061774.000000 Penalty: 3568.414062
	Iteration 59Q: 3 clusters Score -6061774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6061786.000000 Penalty: 3568.414062
	Iteration 60F: 3 clusters Score -6061786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6061791.500000 Penalty: 3568.414062
	Iteration 61Q: 3 clusters Score -6061792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6061794.000000 Penalty: 3568.414062
	Iteration 62Q: 3 clusters Score -6061794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6061798.500000 Penalty: 3568.414062
	Iteration 63Q: 3 clusters Score -6061798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6061816.000000 Penalty: 3568.414062
	Iteration 64Q: 3 clusters Score -6061816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6061818.000000 Penalty: 3568.414062
	Iteration 65Q: 3 clusters Score -6061818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6061829.000000 Penalty: 3568.414062
	Iteration 66Q: 3 clusters Score -6061829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6061837.000000 Penalty: 3568.414062
	Iteration 67Q: 3 clusters Score -6061837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6061839.500000 Penalty: 3568.414062
	Iteration 68Q: 3 clusters Score -6061840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6061843.000000 Penalty: 3568.414062
	Iteration 69Q: 3 clusters Score -6061843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6061839.000000 Penalty: 3568.414062
	Iteration 70Q: 3 clusters Score -6061839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6061848.000000 Penalty: 3568.414062
	Iteration 71Q: 3 clusters Score -6061848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6061852.500000 Penalty: 3568.414062
	Iteration 72Q: 3 clusters Score -6061852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6061864.000000 Penalty: 3568.414062
	Iteration 73Q: 3 clusters Score -6061864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6061858.000000 Penalty: 3568.414062
	Iteration 74Q: 3 clusters Score -6061858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6061857.000000 Penalty: 3568.414062
	Iteration 75Q: 3 clusters Score -6061857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6061858.000000 Penalty: 3568.414062
	Iteration 76Q: 3 clusters Score -6061858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6061858.500000 Penalty: 3568.414062
	Iteration 77Q: 3 clusters Score -6061858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6061857.000000 Penalty: 3568.414062
	Iteration 78Q: 3 clusters Score -6061857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6061860.000000 Penalty: 3568.414062
	Iteration 79Q: 3 clusters Score -6061860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6061863.500000 Penalty: 3568.414062
	Iteration 80F: 3 clusters Score -6061864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6061859.000000 Penalty: 3568.414062
	Iteration 81Q: 3 clusters Score -6061859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6061866.500000 Penalty: 3568.414062
	Iteration 82Q: 3 clusters Score -6061866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6061868.500000 Penalty: 3568.414062
	Iteration 83Q: 3 clusters Score -6061868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6061861.000000 Penalty: 3568.414062
	Iteration 84Q: 3 clusters Score -6061861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6061858.000000 Penalty: 3568.414062
	Iteration 85Q: 3 clusters Score -6061858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6061859.000000 Penalty: 3568.414062
	Iteration 86Q: 3 clusters Score -6061859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6061859.000000 Penalty: 3568.414062
	Iteration 87F: 3 clusters Score -6061859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -60081.546875 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -60081.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58868.433594 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -58868.43 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59192.816406 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -59192.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59375.816406 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -59375.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59550.484375 Penalty: 2147.600342
	Iteration 3F: 3 clusters Score -59550.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59727.097656 Penalty: 2147.600342
	Iteration 4F: 3 clusters Score -59727.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59876.781250 Penalty: 2147.600342
	Iteration 5F: 3 clusters Score -59876.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60033.941406 Penalty: 2147.600342
	Iteration 6F: 3 clusters Score -60033.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60245.347656 Penalty: 2147.600342
	Iteration 7F: 3 clusters Score -60245.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60525.683594 Penalty: 2147.600342
	Iteration 8F: 3 clusters Score -60525.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60783.808594 Penalty: 2147.600342
	Iteration 9F: 3 clusters Score -60783.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60988.539062 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -60988.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61176.062500 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -61176.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61207.769531 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -61207.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61236.777344 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -61236.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61247.957031 Penalty: 2147.600342
	Iteration 14Q: 3 clusters Score -61247.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61277.757812 Penalty: 2147.600342
	Iteration 15Q: 3 clusters Score -61277.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61282.785156 Penalty: 2147.600342
	Iteration 16Q: 3 clusters Score -61282.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61291.679688 Penalty: 2147.600342
	Iteration 17Q: 3 clusters Score -61291.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61291.679688 Penalty: 2147.600342
	Iteration 18F: 3 clusters Score -61291.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180351 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 308 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 433 members 
Entering Unmasked Estep 
Score: -101038072.000000 Penalty: 82904.648438
Splitting cluster 37 changes total score from -101038008.000000 to -101038072.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180351 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110533 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038328.000000 Penalty: 82904.648438
Iteration 199Q: 38 clusters Score -1.010383e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10712 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180352 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25971 members 
Mstep: Class 22 contains 224 members 
Mstep: Class 23 contains 176347 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110532 members 
Mstep: Class 34 contains 33511 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038584.000000 Penalty: 82904.648438
Iteration 200F: 38 clusters Score -1.010386e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10698 members 
Mstep: Class 6 contains 88525 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2623 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180352 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 345 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33510 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58673 members 
Mstep: Class 37 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038872.000000 Penalty: 82904.648438
Iteration 201Q: 38 clusters Score -1.010389e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10694 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 2621 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180352 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 176349 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33508 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58670 members 
Mstep: Class 37 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038888.000000 Penalty: 82904.648438
Iteration 202Q: 38 clusters Score -1.010389e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10695 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 482 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 2620 members 
Mstep: Class 13 contains 5507 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180351 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2755 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 357 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110532 members 
Mstep: Class 34 contains 33506 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58668 members 
Mstep: Class 37 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038848.000000 Penalty: 82904.648438
Iteration 203Q: 38 clusters Score -1.010388e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 5509 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180349 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 214 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2755 members 
Mstep: Class 25 contains 104512 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110532 members 
Mstep: Class 34 contains 33505 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58667 members 
Mstep: Class 37 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038872.000000 Penalty: 82904.648438
Iteration 204Q: 38 clusters Score -1.010389e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10695 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 5510 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180348 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104512 members 
Mstep: Class 26 contains 15561 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33504 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58666 members 
Mstep: Class 37 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038840.000000 Penalty: 82904.648438
Iteration 205Q: 38 clusters Score -1.010388e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10698 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 5512 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180348 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 217 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15561 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33503 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58665 members 
Mstep: Class 37 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038888.000000 Penalty: 82904.648438
Iteration 206Q: 38 clusters Score -1.010389e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 5513 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180348 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104510 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33503 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58664 members 
Mstep: Class 37 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038848.000000 Penalty: 82904.648438
Iteration 207Q: 38 clusters Score -1.010388e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10701 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10243 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13237 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11129 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180347 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176347 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104510 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33503 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58665 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038904.000000 Penalty: 82904.648438
Iteration 208Q: 38 clusters Score -1.010389e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 180347 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25969 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176347 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110532 members 
Mstep: Class 34 contains 33503 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58663 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038936.000000 Penalty: 82904.648438
Iteration 209Q: 38 clusters Score -1.010389e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10707 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 13206 members 
Mstep: Class 16 contains 11131 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8133 members 
Mstep: Class 19 contains 180347 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110532 members 
Mstep: Class 34 contains 33501 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58662 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038936.000000 Penalty: 82904.648438
Iteration 210Q: 38 clusters Score -1.010389e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10708 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14806 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110532 members 
Mstep: Class 34 contains 33501 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58662 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038960.000000 Penalty: 82904.648438
Iteration 211Q: 38 clusters Score -1.01039e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10711 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110531 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58662 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038960.000000 Penalty: 82904.648438
Iteration 212Q: 38 clusters Score -1.01039e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10712 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13211 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15557 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110529 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58662 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038984.000000 Penalty: 82904.648438
Iteration 213Q: 38 clusters Score -1.01039e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17437 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038968.000000 Penalty: 82904.648438
Iteration 214Q: 38 clusters Score -1.01039e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58662 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038960.000000 Penalty: 82904.648438
Iteration 215Q: 38 clusters Score -1.01039e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038968.000000 Penalty: 82904.648438
Iteration 216Q: 38 clusters Score -1.01039e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038968.000000 Penalty: 82904.648438
Iteration 217F: 38 clusters Score -1.01039e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038968.000000 Penalty: 82904.648438
Iteration 218Q: 38 clusters Score -1.01039e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038968.000000 Penalty: 82904.648438
Iteration 219F: 38 clusters Score -1.01039e+08 nChanged 0
Entering ConstructFrom: 
Score: -101038968.000000 Penalty: 82904.648438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -606996.750000 Penalty: 1410.829834
	Iteration 0F: 2 clusters Score -606996.8 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 2939 members 
Entering Unmasked Estep 
Score: -602488.750000 Penalty: 2821.659668
	Iteration 0F: 3 clusters Score -602488.8 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -603727.500000 Penalty: 2821.659668
	Iteration 1F: 3 clusters Score -603727.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -603917.062500 Penalty: 2821.659668
	Iteration 2F: 3 clusters Score -603917.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -604056.937500 Penalty: 2821.659668
	Iteration 3F: 3 clusters Score -604056.9 nChanged 255
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: -604165.062500 Penalty: 2821.659668
	Iteration 4Q: 3 clusters Score -604165.1 nChanged 201
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: -604240.937500 Penalty: 2821.659668
	Iteration 5Q: 3 clusters Score -604240.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -604320.312500 Penalty: 2821.659668
	Iteration 6Q: 3 clusters Score -604320.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -604405.750000 Penalty: 2821.659668
	Iteration 7Q: 3 clusters Score -604405.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -604489.312500 Penalty: 2821.659668
	Iteration 8Q: 3 clusters Score -604489.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -604583.875000 Penalty: 2821.659668
	Iteration 9Q: 3 clusters Score -604583.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -604688.500000 Penalty: 2821.659668
	Iteration 10Q: 3 clusters Score -604688.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -604825.062500 Penalty: 2821.659668
	Iteration 11Q: 3 clusters Score -604825.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -604955.875000 Penalty: 2821.659668
	Iteration 12Q: 3 clusters Score -604955.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -605085.687500 Penalty: 2821.659668
	Iteration 13Q: 3 clusters Score -605085.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -605188.625000 Penalty: 2821.659668
	Iteration 14Q: 3 clusters Score -605188.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -605278.687500 Penalty: 2821.659668
	Iteration 15Q: 3 clusters Score -605278.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -605371.750000 Penalty: 2821.659668
	Iteration 16Q: 3 clusters Score -605371.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -605484.937500 Penalty: 2821.659668
	Iteration 17Q: 3 clusters Score -605484.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -605576.812500 Penalty: 2821.659668
	Iteration 18Q: 3 clusters Score -605576.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -605641.125000 Penalty: 2821.659668
	Iteration 19Q: 3 clusters Score -605641.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -605690.250000 Penalty: 2821.659668
	Iteration 20F: 3 clusters Score -605690.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -605744.375000 Penalty: 2821.659668
	Iteration 21Q: 3 clusters Score -605744.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -605787.562500 Penalty: 2821.659668
	Iteration 22Q: 3 clusters Score -605787.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -605814.875000 Penalty: 2821.659668
	Iteration 23Q: 3 clusters Score -605814.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -605835.625000 Penalty: 2821.659668
	Iteration 24Q: 3 clusters Score -605835.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -605848.625000 Penalty: 2821.659668
	Iteration 25Q: 3 clusters Score -605848.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -605858.000000 Penalty: 2821.659668
	Iteration 26Q: 3 clusters Score -605858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -605865.562500 Penalty: 2821.659668
	Iteration 27Q: 3 clusters Score -605865.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -605877.437500 Penalty: 2821.659668
	Iteration 28Q: 3 clusters Score -605877.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -605884.875000 Penalty: 2821.659668
	Iteration 29Q: 3 clusters Score -605884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -605892.062500 Penalty: 2821.659668
	Iteration 30Q: 3 clusters Score -605892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -605894.125000 Penalty: 2821.659668
	Iteration 31Q: 3 clusters Score -605894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -605895.000000 Penalty: 2821.659668
	Iteration 32Q: 3 clusters Score -605895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -605896.750000 Penalty: 2821.659668
	Iteration 33Q: 3 clusters Score -605896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -605902.125000 Penalty: 2821.659668
	Iteration 34Q: 3 clusters Score -605902.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -605906.500000 Penalty: 2821.659668
	Iteration 35Q: 3 clusters Score -605906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -605907.812500 Penalty: 2821.659668
	Iteration 36Q: 3 clusters Score -605907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -605907.687500 Penalty: 2821.659668
	Iteration 37Q: 3 clusters Score -605907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -605908.062500 Penalty: 2821.659668
	Iteration 38Q: 3 clusters Score -605908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -605909.625000 Penalty: 2821.659668
	Iteration 39Q: 3 clusters Score -605909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -605909.812500 Penalty: 2821.659668
	Iteration 40F: 3 clusters Score -605909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -610679.500000 Penalty: 1411.462402
	Iteration 0F: 2 clusters Score -610679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -606103.062500 Penalty: 2822.924805
	Iteration 0F: 3 clusters Score -606103.1 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -607452.687500 Penalty: 2822.924805
	Iteration 1F: 3 clusters Score -607452.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -607621.937500 Penalty: 2822.924805
	Iteration 2F: 3 clusters Score -607621.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -607748.125000 Penalty: 2822.924805
	Iteration 3Q: 3 clusters Score -607748.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -607874.625000 Penalty: 2822.924805
	Iteration 4Q: 3 clusters Score -607874.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -607987.125000 Penalty: 2822.924805
	Iteration 5Q: 3 clusters Score -607987.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -608096.375000 Penalty: 2822.924805
	Iteration 6Q: 3 clusters Score -608096.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -608233.937500 Penalty: 2822.924805
	Iteration 7Q: 3 clusters Score -608233.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -608421.125000 Penalty: 2822.924805
	Iteration 8Q: 3 clusters Score -608421.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -608611.625000 Penalty: 2822.924805
	Iteration 9Q: 3 clusters Score -608611.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -608861.312500 Penalty: 2822.924805
	Iteration 10F: 3 clusters Score -608861.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -609185.125000 Penalty: 2822.924805
	Iteration 11F: 3 clusters Score -609185.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -609554.500000 Penalty: 2822.924805
	Iteration 12F: 3 clusters Score -609554.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -609816.000000 Penalty: 2822.924805
	Iteration 13Q: 3 clusters Score -609816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -609985.250000 Penalty: 2822.924805
	Iteration 14Q: 3 clusters Score -609985.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -610121.000000 Penalty: 2822.924805
	Iteration 15Q: 3 clusters Score -610121 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -610211.125000 Penalty: 2822.924805
	Iteration 16Q: 3 clusters Score -610211.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -610257.687500 Penalty: 2822.924805
	Iteration 17Q: 3 clusters Score -610257.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -610298.875000 Penalty: 2822.924805
	Iteration 18Q: 3 clusters Score -610298.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -610325.562500 Penalty: 2822.924805
	Iteration 19Q: 3 clusters Score -610325.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -610342.562500 Penalty: 2822.924805
	Iteration 20F: 3 clusters Score -610342.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -610362.437500 Penalty: 2822.924805
	Iteration 21Q: 3 clusters Score -610362.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -610375.562500 Penalty: 2822.924805
	Iteration 22Q: 3 clusters Score -610375.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -610386.687500 Penalty: 2822.924805
	Iteration 23Q: 3 clusters Score -610386.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -610393.750000 Penalty: 2822.924805
	Iteration 24Q: 3 clusters Score -610393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -610399.125000 Penalty: 2822.924805
	Iteration 25Q: 3 clusters Score -610399.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -610405.250000 Penalty: 2822.924805
	Iteration 26Q: 3 clusters Score -610405.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -610411.562500 Penalty: 2822.924805
	Iteration 27Q: 3 clusters Score -610411.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -610417.312500 Penalty: 2822.924805
	Iteration 28Q: 3 clusters Score -610417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -610419.187500 Penalty: 2822.924805
	Iteration 29Q: 3 clusters Score -610419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -610420.375000 Penalty: 2822.924805
	Iteration 30Q: 3 clusters Score -610420.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -610420.812500 Penalty: 2822.924805
	Iteration 31Q: 3 clusters Score -610420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -610421.437500 Penalty: 2822.924805
	Iteration 32Q: 3 clusters Score -610421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -610421.812500 Penalty: 2822.924805
	Iteration 33Q: 3 clusters Score -610421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -610421.500000 Penalty: 2822.924805
	Iteration 34Q: 3 clusters Score -610421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -610425.437500 Penalty: 2822.924805
	Iteration 35Q: 3 clusters Score -610425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -610425.312500 Penalty: 2822.924805
	Iteration 36Q: 3 clusters Score -610425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -610425.062500 Penalty: 2822.924805
	Iteration 37Q: 3 clusters Score -610425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -610425.687500 Penalty: 2822.924805
	Iteration 38Q: 3 clusters Score -610425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -610426.937500 Penalty: 2822.924805
	Iteration 39Q: 3 clusters Score -610426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -610427.875000 Penalty: 2822.924805
	Iteration 40F: 3 clusters Score -610427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -610428.687500 Penalty: 2822.924805
	Iteration 41Q: 3 clusters Score -610428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -610428.500000 Penalty: 2822.924805
	Iteration 42Q: 3 clusters Score -610428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -610428.500000 Penalty: 2822.924805
	Iteration 43F: 3 clusters Score -610428.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -168520.234375 Penalty: 1219.015625
	Iteration 0F: 2 clusters Score -168520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166596.781250 Penalty: 2438.031250
	Iteration 0F: 3 clusters Score -166596.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -167158.531250 Penalty: 2438.031250
	Iteration 1F: 3 clusters Score -167158.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167450.281250 Penalty: 2438.031250
	Iteration 2F: 3 clusters Score -167450.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -167725.718750 Penalty: 2438.031250
	Iteration 3F: 3 clusters Score -167725.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -167928.593750 Penalty: 2438.031250
	Iteration 4F: 3 clusters Score -167928.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -168054.890625 Penalty: 2438.031250
	Iteration 5F: 3 clusters Score -168054.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -168126.468750 Penalty: 2438.031250
	Iteration 6Q: 3 clusters Score -168126.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -168162.312500 Penalty: 2438.031250
	Iteration 7Q: 3 clusters Score -168162.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -168191.500000 Penalty: 2438.031250
	Iteration 8Q: 3 clusters Score -168191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -168206.859375 Penalty: 2438.031250
	Iteration 9Q: 3 clusters Score -168206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -168211.703125 Penalty: 2438.031250
	Iteration 10Q: 3 clusters Score -168211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -168213.109375 Penalty: 2438.031250
	Iteration 11Q: 3 clusters Score -168213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -168216.671875 Penalty: 2438.031250
	Iteration 12Q: 3 clusters Score -168216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -168220.500000 Penalty: 2438.031250
	Iteration 13Q: 3 clusters Score -168220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -168225.437500 Penalty: 2438.031250
	Iteration 14Q: 3 clusters Score -168225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -168226.546875 Penalty: 2438.031250
	Iteration 15Q: 3 clusters Score -168226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -168228.546875 Penalty: 2438.031250
	Iteration 16Q: 3 clusters Score -168228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -168229.281250 Penalty: 2438.031250
	Iteration 17Q: 3 clusters Score -168229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -168229.281250 Penalty: 2438.031250
	Iteration 18F: 3 clusters Score -168229.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -27590.115234 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -27590.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26752.310547 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -26752.31 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27128.925781 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -27128.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27338.794922 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -27338.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27531.123047 Penalty: 1957.620483
	Iteration 3F: 3 clusters Score -27531.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28002.722656 Penalty: 1957.620483
	Iteration 4F: 3 clusters Score -28002.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28158.433594 Penalty: 1957.620483
	Iteration 5F: 3 clusters Score -28158.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28332.640625 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -28332.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28398.771484 Penalty: 1957.620483
	Iteration 7Q: 3 clusters Score -28398.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28415.816406 Penalty: 1957.620483
	Iteration 8Q: 3 clusters Score -28415.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28416.855469 Penalty: 1957.620483
	Iteration 9Q: 3 clusters Score -28416.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28417.898438 Penalty: 1957.620483
	Iteration 10Q: 3 clusters Score -28417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28418.457031 Penalty: 1957.620483
	Iteration 11F: 3 clusters Score -28418.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28449.201172 Penalty: 1957.620483
	Iteration 12Q: 3 clusters Score -28449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28450.167969 Penalty: 1957.620483
	Iteration 13Q: 3 clusters Score -28450.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28450.447266 Penalty: 1957.620483
	Iteration 14Q: 3 clusters Score -28450.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28450.447266 Penalty: 1957.620483
	Iteration 15F: 3 clusters Score -28450.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 152 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 261 members 
Entering Unmasked Estep 
Score: -101038480.000000 Penalty: 85145.320312
Splitting cluster 4 changes total score from -101038968.000000 to -101038480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Entering Unmasked Estep 
Score: -1047270.062500 Penalty: 1507.872070
	Iteration 0F: 2 clusters Score -1047270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1039712.125000 Penalty: 3015.744141
	Iteration 0F: 3 clusters Score -1039712 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1042701.937500 Penalty: 3015.744141
	Iteration 1F: 3 clusters Score -1042702 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1043435.375000 Penalty: 3015.744141
	Iteration 2F: 3 clusters Score -1043435 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1044275.125000 Penalty: 3015.744141
	Iteration 3F: 3 clusters Score -1044275 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1045034.437500 Penalty: 3015.744141
	Iteration 4F: 3 clusters Score -1045034 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1045571.437500 Penalty: 3015.744141
	Iteration 5F: 3 clusters Score -1045571 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1045916.187500 Penalty: 3015.744141
	Iteration 6Q: 3 clusters Score -1045916 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1046125.312500 Penalty: 3015.744141
	Iteration 7Q: 3 clusters Score -1046125 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1046252.562500 Penalty: 3015.744141
	Iteration 8Q: 3 clusters Score -1046253 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1046341.500000 Penalty: 3015.744141
	Iteration 9Q: 3 clusters Score -1046342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1046391.687500 Penalty: 3015.744141
	Iteration 10Q: 3 clusters Score -1046392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1046424.750000 Penalty: 3015.744141
	Iteration 11Q: 3 clusters Score -1046425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1046449.562500 Penalty: 3015.744141
	Iteration 12Q: 3 clusters Score -1046450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1046478.500000 Penalty: 3015.744141
	Iteration 13Q: 3 clusters Score -1046478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1046516.937500 Penalty: 3015.744141
	Iteration 14Q: 3 clusters Score -1046517 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1046557.750000 Penalty: 3015.744141
	Iteration 15Q: 3 clusters Score -1046558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1046594.250000 Penalty: 3015.744141
	Iteration 16Q: 3 clusters Score -1046594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1046615.437500 Penalty: 3015.744141
	Iteration 17Q: 3 clusters Score -1046615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1046628.000000 Penalty: 3015.744141
	Iteration 18Q: 3 clusters Score -1046628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1046642.375000 Penalty: 3015.744141
	Iteration 19Q: 3 clusters Score -1046642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1046652.875000 Penalty: 3015.744141
	Iteration 20F: 3 clusters Score -1046653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1046658.437500 Penalty: 3015.744141
	Iteration 21Q: 3 clusters Score -1046658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1046662.875000 Penalty: 3015.744141
	Iteration 22Q: 3 clusters Score -1046663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1046667.875000 Penalty: 3015.744141
	Iteration 23Q: 3 clusters Score -1046668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1046669.187500 Penalty: 3015.744141
	Iteration 24Q: 3 clusters Score -1046669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1046671.437500 Penalty: 3015.744141
	Iteration 25Q: 3 clusters Score -1046671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1046672.625000 Penalty: 3015.744141
	Iteration 26Q: 3 clusters Score -1046673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1046673.312500 Penalty: 3015.744141
	Iteration 27Q: 3 clusters Score -1046673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1046672.312500 Penalty: 3015.744141
	Iteration 28Q: 3 clusters Score -1046672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1046672.625000 Penalty: 3015.744141
	Iteration 29Q: 3 clusters Score -1046673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1046673.250000 Penalty: 3015.744141
	Iteration 30Q: 3 clusters Score -1046673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1046674.625000 Penalty: 3015.744141
	Iteration 31Q: 3 clusters Score -1046675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1046673.875000 Penalty: 3015.744141
	Iteration 32Q: 3 clusters Score -1046674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1046673.875000 Penalty: 3015.744141
	Iteration 33Q: 3 clusters Score -1046674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1046674.062500 Penalty: 3015.744141
	Iteration 34Q: 3 clusters Score -1046674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1046673.562500 Penalty: 3015.744141
	Iteration 35Q: 3 clusters Score -1046674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1046675.437500 Penalty: 3015.744141
	Iteration 36Q: 3 clusters Score -1046675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1046677.000000 Penalty: 3015.744141
	Iteration 37Q: 3 clusters Score -1046677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1046677.625000 Penalty: 3015.744141
	Iteration 38Q: 3 clusters Score -1046678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1046679.062500 Penalty: 3015.744141
	Iteration 39Q: 3 clusters Score -1046679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1046678.625000 Penalty: 3015.744141
	Iteration 40F: 3 clusters Score -1046679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1046679.687500 Penalty: 3015.744141
	Iteration 41Q: 3 clusters Score -1046680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1046679.375000 Penalty: 3015.744141
	Iteration 42Q: 3 clusters Score -1046679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1046679.812500 Penalty: 3015.744141
	Iteration 43Q: 3 clusters Score -1046680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1046679.812500 Penalty: 3015.744141
	Iteration 44F: 3 clusters Score -1046680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Entering Unmasked Estep 
Score: -9636691.000000 Penalty: 1851.045776
	Iteration 0F: 2 clusters Score -9636691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9577799.000000 Penalty: 3702.091553
	Iteration 0F: 3 clusters Score -9577799 nChanged 42154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -9602233.000000 Penalty: 3702.091553
	Iteration 1F: 3 clusters Score -9602233 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -9603072.000000 Penalty: 3702.091553
	Iteration 2Q: 3 clusters Score -9603072 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -9604234.000000 Penalty: 3702.091553
	Iteration 3Q: 3 clusters Score -9604234 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -9605603.000000 Penalty: 3702.091553
	Iteration 4Q: 3 clusters Score -9605603 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -9607520.000000 Penalty: 3702.091553
	Iteration 5Q: 3 clusters Score -9607520 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -9610016.000000 Penalty: 3702.091553
	Iteration 6F: 3 clusters Score -9610016 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -9613243.000000 Penalty: 3702.091553
	Iteration 7F: 3 clusters Score -9613243 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -9616680.000000 Penalty: 3702.091553
	Iteration 8F: 3 clusters Score -9616680 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -9619380.000000 Penalty: 3702.091553
	Iteration 9F: 3 clusters Score -9619380 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -9620652.000000 Penalty: 3702.091553
	Iteration 10Q: 3 clusters Score -9620652 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -9621218.000000 Penalty: 3702.091553
	Iteration 11Q: 3 clusters Score -9621218 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -9621557.000000 Penalty: 3702.091553
	Iteration 12Q: 3 clusters Score -9621557 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -9621870.000000 Penalty: 3702.091553
	Iteration 13Q: 3 clusters Score -9621870 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -9622161.000000 Penalty: 3702.091553
	Iteration 14Q: 3 clusters Score -9622161 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -9622514.000000 Penalty: 3702.091553
	Iteration 15Q: 3 clusters Score -9622514 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -9622900.000000 Penalty: 3702.091553
	Iteration 16Q: 3 clusters Score -9622900 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -9623252.000000 Penalty: 3702.091553
	Iteration 17Q: 3 clusters Score -9623252 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -9623642.000000 Penalty: 3702.091553
	Iteration 18Q: 3 clusters Score -9623642 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -9623989.000000 Penalty: 3702.091553
	Iteration 19Q: 3 clusters Score -9623989 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -9624509.000000 Penalty: 3702.091553
	Iteration 20F: 3 clusters Score -9624509 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -9625066.000000 Penalty: 3702.091553
	Iteration 21Q: 3 clusters Score -9625066 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -9625625.000000 Penalty: 3702.091553
	Iteration 22Q: 3 clusters Score -9625625 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -9626276.000000 Penalty: 3702.091553
	Iteration 23Q: 3 clusters Score -9626276 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -9626878.000000 Penalty: 3702.091553
	Iteration 24Q: 3 clusters Score -9626878 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -9627497.000000 Penalty: 3702.091553
	Iteration 25Q: 3 clusters Score -9627497 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -9628210.000000 Penalty: 3702.091553
	Iteration 26Q: 3 clusters Score -9628210 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -9628962.000000 Penalty: 3702.091553
	Iteration 27Q: 3 clusters Score -9628962 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -9629699.000000 Penalty: 3702.091553
	Iteration 28Q: 3 clusters Score -9629699 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -9630476.000000 Penalty: 3702.091553
	Iteration 29Q: 3 clusters Score -9630476 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -9631243.000000 Penalty: 3702.091553
	Iteration 30Q: 3 clusters Score -9631243 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -9631936.000000 Penalty: 3702.091553
	Iteration 31Q: 3 clusters Score -9631936 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -9632521.000000 Penalty: 3702.091553
	Iteration 32Q: 3 clusters Score -9632521 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -9633074.000000 Penalty: 3702.091553
	Iteration 33Q: 3 clusters Score -9633074 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -9633617.000000 Penalty: 3702.091553
	Iteration 34Q: 3 clusters Score -9633617 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
Score: -9634057.000000 Penalty: 3702.091553
	Iteration 35Q: 3 clusters Score -9634057 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -9634331.000000 Penalty: 3702.091553
	Iteration 36Q: 3 clusters Score -9634331 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -9634553.000000 Penalty: 3702.091553
	Iteration 37Q: 3 clusters Score -9634553 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -9634685.000000 Penalty: 3702.091553
	Iteration 38Q: 3 clusters Score -9634685 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -9634794.000000 Penalty: 3702.091553
	Iteration 39Q: 3 clusters Score -9634794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -9634918.000000 Penalty: 3702.091553
	Iteration 40F: 3 clusters Score -9634918 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -9634982.000000 Penalty: 3702.091553
	Iteration 41Q: 3 clusters Score -9634982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -9635043.000000 Penalty: 3702.091553
	Iteration 42Q: 3 clusters Score -9635043 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -9635075.000000 Penalty: 3702.091553
	Iteration 43Q: 3 clusters Score -9635075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -9635103.000000 Penalty: 3702.091553
	Iteration 44Q: 3 clusters Score -9635103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -9635093.000000 Penalty: 3702.091553
	Iteration 45Q: 3 clusters Score -9635093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -9635126.000000 Penalty: 3702.091553
	Iteration 46Q: 3 clusters Score -9635126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -9635127.000000 Penalty: 3702.091553
	Iteration 47Q: 3 clusters Score -9635127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -9635146.000000 Penalty: 3702.091553
	Iteration 48Q: 3 clusters Score -9635146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -9635150.000000 Penalty: 3702.091553
	Iteration 49Q: 3 clusters Score -9635150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -9635157.000000 Penalty: 3702.091553
	Iteration 50Q: 3 clusters Score -9635157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -9635162.000000 Penalty: 3702.091553
	Iteration 51Q: 3 clusters Score -9635162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -9635167.000000 Penalty: 3702.091553
	Iteration 52Q: 3 clusters Score -9635167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -9635173.000000 Penalty: 3702.091553
	Iteration 53Q: 3 clusters Score -9635173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -9635164.000000 Penalty: 3702.091553
	Iteration 54Q: 3 clusters Score -9635164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -9635170.000000 Penalty: 3702.091553
	Iteration 55Q: 3 clusters Score -9635170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -9635179.000000 Penalty: 3702.091553
	Iteration 56Q: 3 clusters Score -9635179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -9635176.000000 Penalty: 3702.091553
	Iteration 57Q: 3 clusters Score -9635176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -9635175.000000 Penalty: 3702.091553
	Iteration 58Q: 3 clusters Score -9635175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -9635169.000000 Penalty: 3702.091553
	Iteration 59Q: 3 clusters Score -9635169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 87914 members 
Entering Unmasked Estep 
Score: -9635170.000000 Penalty: 3702.091553
	Iteration 60F: 3 clusters Score -9635170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -9635170.000000 Penalty: 3702.091553
	Iteration 61Q: 3 clusters Score -9635170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -9635170.000000 Penalty: 3702.091553
	Iteration 62F: 3 clusters Score -9635170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -37257.609375 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -37257.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36255.683594 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -36255.68 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36514.691406 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -36514.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36607.664062 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -36607.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36679.242188 Penalty: 2005.123413
	Iteration 3Q: 3 clusters Score -36679.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36756.812500 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -36756.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36848.667969 Penalty: 2005.123413
	Iteration 5F: 3 clusters Score -36848.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36973.656250 Penalty: 2005.123413
	Iteration 6F: 3 clusters Score -36973.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37100.375000 Penalty: 2005.123413
	Iteration 7F: 3 clusters Score -37100.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37216.617188 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -37216.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37292.285156 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -37292.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37297.539062 Penalty: 2005.123413
	Iteration 10Q: 3 clusters Score -37297.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37302.832031 Penalty: 2005.123413
	Iteration 11Q: 3 clusters Score -37302.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37310.351562 Penalty: 2005.123413
	Iteration 12Q: 3 clusters Score -37310.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37313.878906 Penalty: 2005.123413
	Iteration 13Q: 3 clusters Score -37313.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37313.878906 Penalty: 2005.123413
	Iteration 14F: 3 clusters Score -37313.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 327 members 
Entering Unmasked Estep 
Score: -101037744.000000 Penalty: 85145.320312
Splitting cluster 7 changes total score from -101038968.000000 to -101037744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1148251.750000 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -1148252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1140774.000000 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -1140774 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1143219.125000 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -1143219 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1143466.875000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -1143467 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1143684.375000 Penalty: 3011.223145
	Iteration 3Q: 3 clusters Score -1143684 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1143904.500000 Penalty: 3011.223145
	Iteration 4Q: 3 clusters Score -1143904 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1144187.000000 Penalty: 3011.223145
	Iteration 5Q: 3 clusters Score -1144187 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1144559.250000 Penalty: 3011.223145
	Iteration 6F: 3 clusters Score -1144559 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1145023.875000 Penalty: 3011.223145
	Iteration 7F: 3 clusters Score -1145024 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1145529.875000 Penalty: 3011.223145
	Iteration 8F: 3 clusters Score -1145530 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1146048.375000 Penalty: 3011.223145
	Iteration 9F: 3 clusters Score -1146048 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1146437.375000 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -1146437 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1146678.750000 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -1146679 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1146821.375000 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -1146821 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1146908.750000 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -1146909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1146949.375000 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -1146949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1146965.875000 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -1146966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1146981.375000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -1146981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1146994.000000 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -1146994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1147008.000000 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -1147008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1147027.625000 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -1147028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1147041.500000 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -1147042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1147052.250000 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -1147052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1147061.750000 Penalty: 3011.223145
	Iteration 22Q: 3 clusters Score -1147062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1147066.625000 Penalty: 3011.223145
	Iteration 23Q: 3 clusters Score -1147067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1147071.000000 Penalty: 3011.223145
	Iteration 24Q: 3 clusters Score -1147071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1147071.750000 Penalty: 3011.223145
	Iteration 25Q: 3 clusters Score -1147072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1147071.750000 Penalty: 3011.223145
	Iteration 26F: 3 clusters Score -1147072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -135458.156250 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -135458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -133707.078125 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -133707.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -134282.187500 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -134282.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -134439.578125 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -134439.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -134554.234375 Penalty: 2390.375732
	Iteration 3F: 3 clusters Score -134554.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134631.734375 Penalty: 2390.375732
	Iteration 4F: 3 clusters Score -134631.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134699.078125 Penalty: 2390.375732
	Iteration 5Q: 3 clusters Score -134699.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -134782.296875 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -134782.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134841.406250 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -134841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134873.828125 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -134873.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134918.359375 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -134918.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -134946.781250 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -134946.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134967.734375 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -134967.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134989.187500 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -134989.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -135001.984375 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -135002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -135008.515625 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -135008.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -135013.718750 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -135013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -135018.265625 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -135018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -135027.515625 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -135027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135032.687500 Penalty: 2390.375732
	Iteration 18Q: 3 clusters Score -135032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -135039.421875 Penalty: 2390.375732
	Iteration 19Q: 3 clusters Score -135039.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -135046.609375 Penalty: 2390.375732
	Iteration 20F: 3 clusters Score -135046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -135053.171875 Penalty: 2390.375732
	Iteration 21Q: 3 clusters Score -135053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135060.984375 Penalty: 2390.375732
	Iteration 22Q: 3 clusters Score -135061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -135066.515625 Penalty: 2390.375732
	Iteration 23Q: 3 clusters Score -135066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -135069.984375 Penalty: 2390.375732
	Iteration 24Q: 3 clusters Score -135070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135072.218750 Penalty: 2390.375732
	Iteration 25Q: 3 clusters Score -135072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135073.734375 Penalty: 2390.375732
	Iteration 26Q: 3 clusters Score -135073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135074.578125 Penalty: 2390.375732
	Iteration 27Q: 3 clusters Score -135074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -135075.421875 Penalty: 2390.375732
	Iteration 28Q: 3 clusters Score -135075.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -135075.421875 Penalty: 2390.375732
	Iteration 29F: 3 clusters Score -135075.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -309802.562500 Penalty: 1311.674561
	Iteration 0F: 2 clusters Score -309802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -306952.750000 Penalty: 2623.349121
	Iteration 0F: 3 clusters Score -306952.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -307833.125000 Penalty: 2623.349121
	Iteration 1F: 3 clusters Score -307833.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -308152.593750 Penalty: 2623.349121
	Iteration 2F: 3 clusters Score -308152.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -308392.125000 Penalty: 2623.349121
	Iteration 3F: 3 clusters Score -308392.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -308575.062500 Penalty: 2623.349121
	Iteration 4F: 3 clusters Score -308575.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -308713.093750 Penalty: 2623.349121
	Iteration 5F: 3 clusters Score -308713.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -308817.000000 Penalty: 2623.349121
	Iteration 6Q: 3 clusters Score -308817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -308898.906250 Penalty: 2623.349121
	Iteration 7Q: 3 clusters Score -308898.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -308974.375000 Penalty: 2623.349121
	Iteration 8Q: 3 clusters Score -308974.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -309038.531250 Penalty: 2623.349121
	Iteration 9Q: 3 clusters Score -309038.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -309090.437500 Penalty: 2623.349121
	Iteration 10Q: 3 clusters Score -309090.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -309126.500000 Penalty: 2623.349121
	Iteration 11Q: 3 clusters Score -309126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -309153.812500 Penalty: 2623.349121
	Iteration 12Q: 3 clusters Score -309153.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -309174.375000 Penalty: 2623.349121
	Iteration 13Q: 3 clusters Score -309174.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -309186.031250 Penalty: 2623.349121
	Iteration 14Q: 3 clusters Score -309186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -309190.812500 Penalty: 2623.349121
	Iteration 15Q: 3 clusters Score -309190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -309192.625000 Penalty: 2623.349121
	Iteration 16Q: 3 clusters Score -309192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -309193.968750 Penalty: 2623.349121
	Iteration 17Q: 3 clusters Score -309194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -309194.750000 Penalty: 2623.349121
	Iteration 18Q: 3 clusters Score -309194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -309195.718750 Penalty: 2623.349121
	Iteration 19Q: 3 clusters Score -309195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -309196.500000 Penalty: 2623.349121
	Iteration 20F: 3 clusters Score -309196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Entering Unmasked Estep 
Score: -1040808.000000 Penalty: 1500.550171
	Iteration 0F: 2 clusters Score -1040808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1033509.187500 Penalty: 3001.100342
	Iteration 0F: 3 clusters Score -1033509 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1035930.562500 Penalty: 3001.100342
	Iteration 1F: 3 clusters Score -1035931 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1036223.937500 Penalty: 3001.100342
	Iteration 2F: 3 clusters Score -1036224 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1036491.437500 Penalty: 3001.100342
	Iteration 3F: 3 clusters Score -1036491 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1036780.937500 Penalty: 3001.100342
	Iteration 4F: 3 clusters Score -1036781 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1037086.187500 Penalty: 3001.100342
	Iteration 5F: 3 clusters Score -1037086 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1037484.000000 Penalty: 3001.100342
	Iteration 6F: 3 clusters Score -1037484 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1037979.125000 Penalty: 3001.100342
	Iteration 7F: 3 clusters Score -1037979 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1038505.250000 Penalty: 3001.100342
	Iteration 8F: 3 clusters Score -1038505 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1038942.875000 Penalty: 3001.100342
	Iteration 9F: 3 clusters Score -1038943 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1039261.687500 Penalty: 3001.100342
	Iteration 10Q: 3 clusters Score -1039262 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1039457.750000 Penalty: 3001.100342
	Iteration 11Q: 3 clusters Score -1039458 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1039602.500000 Penalty: 3001.100342
	Iteration 12Q: 3 clusters Score -1039602 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1039685.000000 Penalty: 3001.100342
	Iteration 13Q: 3 clusters Score -1039685 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1039722.812500 Penalty: 3001.100342
	Iteration 14Q: 3 clusters Score -1039723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1039747.625000 Penalty: 3001.100342
	Iteration 15Q: 3 clusters Score -1039748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1039769.062500 Penalty: 3001.100342
	Iteration 16Q: 3 clusters Score -1039769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1039784.500000 Penalty: 3001.100342
	Iteration 17Q: 3 clusters Score -1039784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1039800.500000 Penalty: 3001.100342
	Iteration 18Q: 3 clusters Score -1039800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1039811.375000 Penalty: 3001.100342
	Iteration 19Q: 3 clusters Score -1039811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1039817.187500 Penalty: 3001.100342
	Iteration 20F: 3 clusters Score -1039817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1039816.875000 Penalty: 3001.100342
	Iteration 21Q: 3 clusters Score -1039817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1039820.062500 Penalty: 3001.100342
	Iteration 22Q: 3 clusters Score -1039820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1039823.750000 Penalty: 3001.100342
	Iteration 23Q: 3 clusters Score -1039824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1039825.937500 Penalty: 3001.100342
	Iteration 24Q: 3 clusters Score -1039826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1039826.937500 Penalty: 3001.100342
	Iteration 25Q: 3 clusters Score -1039827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1039827.812500 Penalty: 3001.100342
	Iteration 26Q: 3 clusters Score -1039828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1039829.937500 Penalty: 3001.100342
	Iteration 27Q: 3 clusters Score -1039830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1039832.375000 Penalty: 3001.100342
	Iteration 28Q: 3 clusters Score -1039832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1039831.750000 Penalty: 3001.100342
	Iteration 29Q: 3 clusters Score -1039832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1039832.687500 Penalty: 3001.100342
	Iteration 30Q: 3 clusters Score -1039833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1039832.625000 Penalty: 3001.100342
	Iteration 31Q: 3 clusters Score -1039833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1039834.187500 Penalty: 3001.100342
	Iteration 32Q: 3 clusters Score -1039834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1039832.437500 Penalty: 3001.100342
	Iteration 33Q: 3 clusters Score -1039832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1039832.437500 Penalty: 3001.100342
	Iteration 34F: 3 clusters Score -1039832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -254548.859375 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -254548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -252109.750000 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -252109.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -252877.703125 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -252877.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -253149.328125 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -253149.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -253372.562500 Penalty: 2556.186035
	Iteration 3F: 3 clusters Score -253372.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -253521.937500 Penalty: 2556.186035
	Iteration 4F: 3 clusters Score -253521.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -253623.000000 Penalty: 2556.186035
	Iteration 5F: 3 clusters Score -253623 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -253705.875000 Penalty: 2556.186035
	Iteration 6Q: 3 clusters Score -253705.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -253782.765625 Penalty: 2556.186035
	Iteration 7Q: 3 clusters Score -253782.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -253850.718750 Penalty: 2556.186035
	Iteration 8Q: 3 clusters Score -253850.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -253906.078125 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -253906.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -253949.984375 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -253950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -253981.203125 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -253981.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254002.156250 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -254002.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -254019.781250 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -254019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254035.437500 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -254035.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -254059.390625 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -254059.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -254073.421875 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -254073.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -254084.781250 Penalty: 2556.186035
	Iteration 17Q: 3 clusters Score -254084.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -254090.906250 Penalty: 2556.186035
	Iteration 18Q: 3 clusters Score -254090.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -254094.875000 Penalty: 2556.186035
	Iteration 19Q: 3 clusters Score -254094.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -254099.484375 Penalty: 2556.186035
	Iteration 20F: 3 clusters Score -254099.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -254103.750000 Penalty: 2556.186035
	Iteration 21Q: 3 clusters Score -254103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -254110.031250 Penalty: 2556.186035
	Iteration 22Q: 3 clusters Score -254110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -254114.390625 Penalty: 2556.186035
	Iteration 23Q: 3 clusters Score -254114.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -254118.968750 Penalty: 2556.186035
	Iteration 24Q: 3 clusters Score -254119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -254119.593750 Penalty: 2556.186035
	Iteration 25Q: 3 clusters Score -254119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -254119.593750 Penalty: 2556.186035
	Iteration 26F: 3 clusters Score -254119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -564282.312500 Penalty: 1399.944946
	Iteration 0F: 2 clusters Score -564282.3 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 2739 members 
Entering Unmasked Estep 
Score: -559972.250000 Penalty: 2799.889893
	Iteration 0F: 3 clusters Score -559972.2 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -561218.125000 Penalty: 2799.889893
	Iteration 1F: 3 clusters Score -561218.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -561446.312500 Penalty: 2799.889893
	Iteration 2F: 3 clusters Score -561446.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -561637.937500 Penalty: 2799.889893
	Iteration 3F: 3 clusters Score -561637.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -561835.312500 Penalty: 2799.889893
	Iteration 4F: 3 clusters Score -561835.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -562047.375000 Penalty: 2799.889893
	Iteration 5F: 3 clusters Score -562047.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -562291.437500 Penalty: 2799.889893
	Iteration 6F: 3 clusters Score -562291.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -562575.875000 Penalty: 2799.889893
	Iteration 7F: 3 clusters Score -562575.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -562882.000000 Penalty: 2799.889893
	Iteration 8F: 3 clusters Score -562882 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -563205.437500 Penalty: 2799.889893
	Iteration 9F: 3 clusters Score -563205.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -563503.812500 Penalty: 2799.889893
	Iteration 10F: 3 clusters Score -563503.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -563699.875000 Penalty: 2799.889893
	Iteration 11Q: 3 clusters Score -563699.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -563818.562500 Penalty: 2799.889893
	Iteration 12Q: 3 clusters Score -563818.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -563883.125000 Penalty: 2799.889893
	Iteration 13Q: 3 clusters Score -563883.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -563918.250000 Penalty: 2799.889893
	Iteration 14Q: 3 clusters Score -563918.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -563943.250000 Penalty: 2799.889893
	Iteration 15Q: 3 clusters Score -563943.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -563961.562500 Penalty: 2799.889893
	Iteration 16Q: 3 clusters Score -563961.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -563975.312500 Penalty: 2799.889893
	Iteration 17Q: 3 clusters Score -563975.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -563983.000000 Penalty: 2799.889893
	Iteration 18Q: 3 clusters Score -563983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -563988.375000 Penalty: 2799.889893
	Iteration 19Q: 3 clusters Score -563988.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -563992.812500 Penalty: 2799.889893
	Iteration 20F: 3 clusters Score -563992.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -563999.437500 Penalty: 2799.889893
	Iteration 21Q: 3 clusters Score -563999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -564006.625000 Penalty: 2799.889893
	Iteration 22Q: 3 clusters Score -564006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -564011.187500 Penalty: 2799.889893
	Iteration 23Q: 3 clusters Score -564011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -564014.375000 Penalty: 2799.889893
	Iteration 24Q: 3 clusters Score -564014.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -564018.000000 Penalty: 2799.889893
	Iteration 25Q: 3 clusters Score -564018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -564020.062500 Penalty: 2799.889893
	Iteration 26Q: 3 clusters Score -564020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -564020.562500 Penalty: 2799.889893
	Iteration 27Q: 3 clusters Score -564020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -564021.062500 Penalty: 2799.889893
	Iteration 28Q: 3 clusters Score -564021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -564021.062500 Penalty: 2799.889893
	Iteration 29F: 3 clusters Score -564021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Entering Unmasked Estep 
Score: -1342738.000000 Penalty: 1542.213501
	Iteration 0F: 2 clusters Score -1342738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1333444.375000 Penalty: 3084.427002
	Iteration 0F: 3 clusters Score -1333444 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1336714.750000 Penalty: 3084.427002
	Iteration 1F: 3 clusters Score -1336715 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1337374.500000 Penalty: 3084.427002
	Iteration 2F: 3 clusters Score -1337374 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1338245.000000 Penalty: 3084.427002
	Iteration 3F: 3 clusters Score -1338245 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1339223.125000 Penalty: 3084.427002
	Iteration 4F: 3 clusters Score -1339223 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1340125.875000 Penalty: 3084.427002
	Iteration 5F: 3 clusters Score -1340126 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1340790.375000 Penalty: 3084.427002
	Iteration 6F: 3 clusters Score -1340790 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1341177.500000 Penalty: 3084.427002
	Iteration 7Q: 3 clusters Score -1341178 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1341392.500000 Penalty: 3084.427002
	Iteration 8Q: 3 clusters Score -1341392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1341555.125000 Penalty: 3084.427002
	Iteration 9Q: 3 clusters Score -1341555 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1341663.875000 Penalty: 3084.427002
	Iteration 10Q: 3 clusters Score -1341664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1341734.125000 Penalty: 3084.427002
	Iteration 11Q: 3 clusters Score -1341734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1341785.500000 Penalty: 3084.427002
	Iteration 12Q: 3 clusters Score -1341786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1341810.000000 Penalty: 3084.427002
	Iteration 13Q: 3 clusters Score -1341810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1341830.500000 Penalty: 3084.427002
	Iteration 14Q: 3 clusters Score -1341830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1341846.375000 Penalty: 3084.427002
	Iteration 15Q: 3 clusters Score -1341846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1341866.000000 Penalty: 3084.427002
	Iteration 16Q: 3 clusters Score -1341866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1341882.250000 Penalty: 3084.427002
	Iteration 17Q: 3 clusters Score -1341882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1341897.375000 Penalty: 3084.427002
	Iteration 18Q: 3 clusters Score -1341897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1341911.625000 Penalty: 3084.427002
	Iteration 19Q: 3 clusters Score -1341912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1341917.000000 Penalty: 3084.427002
	Iteration 20F: 3 clusters Score -1341917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1341924.000000 Penalty: 3084.427002
	Iteration 21Q: 3 clusters Score -1341924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1341929.500000 Penalty: 3084.427002
	Iteration 22Q: 3 clusters Score -1341930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1341933.375000 Penalty: 3084.427002
	Iteration 23Q: 3 clusters Score -1341933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1341942.250000 Penalty: 3084.427002
	Iteration 24Q: 3 clusters Score -1341942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1341953.750000 Penalty: 3084.427002
	Iteration 25Q: 3 clusters Score -1341954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1341960.750000 Penalty: 3084.427002
	Iteration 26Q: 3 clusters Score -1341961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1341970.500000 Penalty: 3084.427002
	Iteration 27Q: 3 clusters Score -1341970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1341978.625000 Penalty: 3084.427002
	Iteration 28Q: 3 clusters Score -1341979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1341983.375000 Penalty: 3084.427002
	Iteration 29Q: 3 clusters Score -1341983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1341991.000000 Penalty: 3084.427002
	Iteration 30Q: 3 clusters Score -1341991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1341994.625000 Penalty: 3084.427002
	Iteration 31Q: 3 clusters Score -1341995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1341998.625000 Penalty: 3084.427002
	Iteration 32Q: 3 clusters Score -1341999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1342001.625000 Penalty: 3084.427002
	Iteration 33Q: 3 clusters Score -1342002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1342008.875000 Penalty: 3084.427002
	Iteration 34Q: 3 clusters Score -1342009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1342009.625000 Penalty: 3084.427002
	Iteration 35Q: 3 clusters Score -1342010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1342010.625000 Penalty: 3084.427002
	Iteration 36Q: 3 clusters Score -1342011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1342010.250000 Penalty: 3084.427002
	Iteration 37Q: 3 clusters Score -1342010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1342012.375000 Penalty: 3084.427002
	Iteration 38Q: 3 clusters Score -1342012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1342016.875000 Penalty: 3084.427002
	Iteration 39Q: 3 clusters Score -1342017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1342016.625000 Penalty: 3084.427002
	Iteration 40F: 3 clusters Score -1342017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1342014.000000 Penalty: 3084.427002
	Iteration 41Q: 3 clusters Score -1342014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1342019.500000 Penalty: 3084.427002
	Iteration 42Q: 3 clusters Score -1342020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1342019.125000 Penalty: 3084.427002
	Iteration 43Q: 3 clusters Score -1342019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1342018.500000 Penalty: 3084.427002
	Iteration 44Q: 3 clusters Score -1342018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1342020.250000 Penalty: 3084.427002
	Iteration 45Q: 3 clusters Score -1342020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1342023.125000 Penalty: 3084.427002
	Iteration 46Q: 3 clusters Score -1342023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1342023.000000 Penalty: 3084.427002
	Iteration 47Q: 3 clusters Score -1342023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1342022.000000 Penalty: 3084.427002
	Iteration 48Q: 3 clusters Score -1342022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1342021.875000 Penalty: 3084.427002
	Iteration 49Q: 3 clusters Score -1342022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1342021.125000 Penalty: 3084.427002
	Iteration 50Q: 3 clusters Score -1342021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1342021.125000 Penalty: 3084.427002
	Iteration 51F: 3 clusters Score -1342021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Entering Unmasked Estep 
Score: -1426555.375000 Penalty: 1541.955444
	Iteration 0F: 2 clusters Score -1426555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1417258.750000 Penalty: 3083.910889
	Iteration 0F: 3 clusters Score -1417259 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1420367.375000 Penalty: 3083.910889
	Iteration 1F: 3 clusters Score -1420367 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1420608.125000 Penalty: 3083.910889
	Iteration 2F: 3 clusters Score -1420608 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1420823.000000 Penalty: 3083.910889
	Iteration 3Q: 3 clusters Score -1420823 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1421023.750000 Penalty: 3083.910889
	Iteration 4Q: 3 clusters Score -1421024 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1421204.000000 Penalty: 3083.910889
	Iteration 5Q: 3 clusters Score -1421204 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1421418.000000 Penalty: 3083.910889
	Iteration 6Q: 3 clusters Score -1421418 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1421694.250000 Penalty: 3083.910889
	Iteration 7Q: 3 clusters Score -1421694 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1422034.125000 Penalty: 3083.910889
	Iteration 8Q: 3 clusters Score -1422034 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1422422.500000 Penalty: 3083.910889
	Iteration 9Q: 3 clusters Score -1422422 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1422860.250000 Penalty: 3083.910889
	Iteration 10Q: 3 clusters Score -1422860 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1423323.875000 Penalty: 3083.910889
	Iteration 11Q: 3 clusters Score -1423324 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1423805.750000 Penalty: 3083.910889
	Iteration 12Q: 3 clusters Score -1423806 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1424290.500000 Penalty: 3083.910889
	Iteration 13Q: 3 clusters Score -1424290 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1424679.375000 Penalty: 3083.910889
	Iteration 14Q: 3 clusters Score -1424679 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1424918.750000 Penalty: 3083.910889
	Iteration 15Q: 3 clusters Score -1424919 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1425054.875000 Penalty: 3083.910889
	Iteration 16Q: 3 clusters Score -1425055 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1425116.875000 Penalty: 3083.910889
	Iteration 17Q: 3 clusters Score -1425117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1425158.375000 Penalty: 3083.910889
	Iteration 18Q: 3 clusters Score -1425158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1425177.250000 Penalty: 3083.910889
	Iteration 19Q: 3 clusters Score -1425177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1425202.375000 Penalty: 3083.910889
	Iteration 20F: 3 clusters Score -1425202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1425218.375000 Penalty: 3083.910889
	Iteration 21Q: 3 clusters Score -1425218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1425231.500000 Penalty: 3083.910889
	Iteration 22Q: 3 clusters Score -1425232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1425242.125000 Penalty: 3083.910889
	Iteration 23Q: 3 clusters Score -1425242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1425246.875000 Penalty: 3083.910889
	Iteration 24Q: 3 clusters Score -1425247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1425247.125000 Penalty: 3083.910889
	Iteration 25Q: 3 clusters Score -1425247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1425253.375000 Penalty: 3083.910889
	Iteration 26Q: 3 clusters Score -1425253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1425253.000000 Penalty: 3083.910889
	Iteration 27Q: 3 clusters Score -1425253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1425254.750000 Penalty: 3083.910889
	Iteration 28Q: 3 clusters Score -1425255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1425254.750000 Penalty: 3083.910889
	Iteration 29F: 3 clusters Score -1425255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Entering Unmasked Estep 
Score: -1115165.000000 Penalty: 1514.077393
	Iteration 0F: 2 clusters Score -1115165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1107304.500000 Penalty: 3028.154785
	Iteration 0F: 3 clusters Score -1107304 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1109863.375000 Penalty: 3028.154785
	Iteration 1F: 3 clusters Score -1109863 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1110129.750000 Penalty: 3028.154785
	Iteration 2F: 3 clusters Score -1110130 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1110342.875000 Penalty: 3028.154785
	Iteration 3Q: 3 clusters Score -1110343 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1110539.500000 Penalty: 3028.154785
	Iteration 4Q: 3 clusters Score -1110540 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1110710.250000 Penalty: 3028.154785
	Iteration 5Q: 3 clusters Score -1110710 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1110870.000000 Penalty: 3028.154785
	Iteration 6Q: 3 clusters Score -1110870 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1111008.125000 Penalty: 3028.154785
	Iteration 7Q: 3 clusters Score -1111008 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1111148.375000 Penalty: 3028.154785
	Iteration 8Q: 3 clusters Score -1111148 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1111316.375000 Penalty: 3028.154785
	Iteration 9Q: 3 clusters Score -1111316 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1111498.000000 Penalty: 3028.154785
	Iteration 10Q: 3 clusters Score -1111498 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1111689.250000 Penalty: 3028.154785
	Iteration 11Q: 3 clusters Score -1111689 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1111897.125000 Penalty: 3028.154785
	Iteration 12Q: 3 clusters Score -1111897 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1112105.250000 Penalty: 3028.154785
	Iteration 13Q: 3 clusters Score -1112105 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1112279.125000 Penalty: 3028.154785
	Iteration 14Q: 3 clusters Score -1112279 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1112415.500000 Penalty: 3028.154785
	Iteration 15Q: 3 clusters Score -1112416 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1112510.250000 Penalty: 3028.154785
	Iteration 16Q: 3 clusters Score -1112510 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1112600.250000 Penalty: 3028.154785
	Iteration 17Q: 3 clusters Score -1112600 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1112668.625000 Penalty: 3028.154785
	Iteration 18Q: 3 clusters Score -1112669 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1112730.250000 Penalty: 3028.154785
	Iteration 19Q: 3 clusters Score -1112730 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1112779.625000 Penalty: 3028.154785
	Iteration 20F: 3 clusters Score -1112780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1112826.875000 Penalty: 3028.154785
	Iteration 21Q: 3 clusters Score -1112827 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1112879.625000 Penalty: 3028.154785
	Iteration 22Q: 3 clusters Score -1112880 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1112932.750000 Penalty: 3028.154785
	Iteration 23Q: 3 clusters Score -1112933 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1112997.375000 Penalty: 3028.154785
	Iteration 24Q: 3 clusters Score -1112997 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1113078.125000 Penalty: 3028.154785
	Iteration 25Q: 3 clusters Score -1113078 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1113154.625000 Penalty: 3028.154785
	Iteration 26Q: 3 clusters Score -1113155 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1113244.750000 Penalty: 3028.154785
	Iteration 27Q: 3 clusters Score -1113245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1113327.000000 Penalty: 3028.154785
	Iteration 28Q: 3 clusters Score -1113327 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1113390.375000 Penalty: 3028.154785
	Iteration 29Q: 3 clusters Score -1113390 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1113434.625000 Penalty: 3028.154785
	Iteration 30Q: 3 clusters Score -1113435 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1113476.125000 Penalty: 3028.154785
	Iteration 31Q: 3 clusters Score -1113476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1113509.250000 Penalty: 3028.154785
	Iteration 32Q: 3 clusters Score -1113509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1113529.875000 Penalty: 3028.154785
	Iteration 33Q: 3 clusters Score -1113530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1113556.000000 Penalty: 3028.154785
	Iteration 34Q: 3 clusters Score -1113556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1113578.250000 Penalty: 3028.154785
	Iteration 35Q: 3 clusters Score -1113578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1113601.375000 Penalty: 3028.154785
	Iteration 36Q: 3 clusters Score -1113601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1113619.875000 Penalty: 3028.154785
	Iteration 37Q: 3 clusters Score -1113620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1113633.750000 Penalty: 3028.154785
	Iteration 38Q: 3 clusters Score -1113634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1113650.000000 Penalty: 3028.154785
	Iteration 39Q: 3 clusters Score -1113650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1113662.500000 Penalty: 3028.154785
	Iteration 40F: 3 clusters Score -1113662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1113675.000000 Penalty: 3028.154785
	Iteration 41Q: 3 clusters Score -1113675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1113688.750000 Penalty: 3028.154785
	Iteration 42Q: 3 clusters Score -1113689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1113704.125000 Penalty: 3028.154785
	Iteration 43Q: 3 clusters Score -1113704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1113730.000000 Penalty: 3028.154785
	Iteration 44Q: 3 clusters Score -1113730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1113757.375000 Penalty: 3028.154785
	Iteration 45Q: 3 clusters Score -1113757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1113782.375000 Penalty: 3028.154785
	Iteration 46Q: 3 clusters Score -1113782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1113796.250000 Penalty: 3028.154785
	Iteration 47Q: 3 clusters Score -1113796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1113810.625000 Penalty: 3028.154785
	Iteration 48Q: 3 clusters Score -1113811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1113820.875000 Penalty: 3028.154785
	Iteration 49Q: 3 clusters Score -1113821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1113831.875000 Penalty: 3028.154785
	Iteration 50Q: 3 clusters Score -1113832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1113835.000000 Penalty: 3028.154785
	Iteration 51Q: 3 clusters Score -1113835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1113837.250000 Penalty: 3028.154785
	Iteration 52Q: 3 clusters Score -1113837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1113839.250000 Penalty: 3028.154785
	Iteration 53Q: 3 clusters Score -1113839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1113841.625000 Penalty: 3028.154785
	Iteration 54Q: 3 clusters Score -1113842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1113843.750000 Penalty: 3028.154785
	Iteration 55Q: 3 clusters Score -1113844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1113845.000000 Penalty: 3028.154785
	Iteration 56Q: 3 clusters Score -1113845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1113846.500000 Penalty: 3028.154785
	Iteration 57Q: 3 clusters Score -1113846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1113845.625000 Penalty: 3028.154785
	Iteration 58Q: 3 clusters Score -1113846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1113847.750000 Penalty: 3028.154785
	Iteration 59Q: 3 clusters Score -1113848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1113853.125000 Penalty: 3028.154785
	Iteration 60F: 3 clusters Score -1113853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1113857.625000 Penalty: 3028.154785
	Iteration 61Q: 3 clusters Score -1113858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1113859.750000 Penalty: 3028.154785
	Iteration 62Q: 3 clusters Score -1113860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1113860.250000 Penalty: 3028.154785
	Iteration 63Q: 3 clusters Score -1113860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1113863.375000 Penalty: 3028.154785
	Iteration 64Q: 3 clusters Score -1113863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1113869.000000 Penalty: 3028.154785
	Iteration 65Q: 3 clusters Score -1113869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1113867.375000 Penalty: 3028.154785
	Iteration 66Q: 3 clusters Score -1113867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1113865.750000 Penalty: 3028.154785
	Iteration 67Q: 3 clusters Score -1113866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1113868.750000 Penalty: 3028.154785
	Iteration 68Q: 3 clusters Score -1113869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1113869.375000 Penalty: 3028.154785
	Iteration 69Q: 3 clusters Score -1113869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1113869.750000 Penalty: 3028.154785
	Iteration 70Q: 3 clusters Score -1113870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1113867.375000 Penalty: 3028.154785
	Iteration 71Q: 3 clusters Score -1113867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1113867.750000 Penalty: 3028.154785
	Iteration 72Q: 3 clusters Score -1113868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1113867.750000 Penalty: 3028.154785
	Iteration 73F: 3 clusters Score -1113868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -481115.562500 Penalty: 1364.191650
	Iteration 0F: 2 clusters Score -481115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -477472.375000 Penalty: 2728.383301
	Iteration 0F: 3 clusters Score -477472.4 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -478471.531250 Penalty: 2728.383301
	Iteration 1F: 3 clusters Score -478471.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -478641.187500 Penalty: 2728.383301
	Iteration 2F: 3 clusters Score -478641.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -478748.218750 Penalty: 2728.383301
	Iteration 3Q: 3 clusters Score -478748.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -478832.625000 Penalty: 2728.383301
	Iteration 4Q: 3 clusters Score -478832.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -478894.750000 Penalty: 2728.383301
	Iteration 5Q: 3 clusters Score -478894.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -478940.656250 Penalty: 2728.383301
	Iteration 6Q: 3 clusters Score -478940.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -478989.437500 Penalty: 2728.383301
	Iteration 7Q: 3 clusters Score -478989.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -479034.875000 Penalty: 2728.383301
	Iteration 8Q: 3 clusters Score -479034.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -479072.281250 Penalty: 2728.383301
	Iteration 9Q: 3 clusters Score -479072.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -479109.375000 Penalty: 2728.383301
	Iteration 10Q: 3 clusters Score -479109.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -479149.718750 Penalty: 2728.383301
	Iteration 11Q: 3 clusters Score -479149.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -479187.437500 Penalty: 2728.383301
	Iteration 12Q: 3 clusters Score -479187.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -479218.406250 Penalty: 2728.383301
	Iteration 13Q: 3 clusters Score -479218.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -479249.437500 Penalty: 2728.383301
	Iteration 14Q: 3 clusters Score -479249.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -479291.781250 Penalty: 2728.383301
	Iteration 15Q: 3 clusters Score -479291.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -479333.781250 Penalty: 2728.383301
	Iteration 16Q: 3 clusters Score -479333.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -479370.625000 Penalty: 2728.383301
	Iteration 17Q: 3 clusters Score -479370.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -479410.343750 Penalty: 2728.383301
	Iteration 18Q: 3 clusters Score -479410.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -479457.812500 Penalty: 2728.383301
	Iteration 19Q: 3 clusters Score -479457.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -479507.031250 Penalty: 2728.383301
	Iteration 20F: 3 clusters Score -479507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -479546.500000 Penalty: 2728.383301
	Iteration 21Q: 3 clusters Score -479546.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -479586.312500 Penalty: 2728.383301
	Iteration 22Q: 3 clusters Score -479586.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -479613.656250 Penalty: 2728.383301
	Iteration 23Q: 3 clusters Score -479613.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -479648.437500 Penalty: 2728.383301
	Iteration 24Q: 3 clusters Score -479648.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -479676.062500 Penalty: 2728.383301
	Iteration 25Q: 3 clusters Score -479676.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -479703.250000 Penalty: 2728.383301
	Iteration 26Q: 3 clusters Score -479703.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -479728.968750 Penalty: 2728.383301
	Iteration 27Q: 3 clusters Score -479729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -479752.687500 Penalty: 2728.383301
	Iteration 28Q: 3 clusters Score -479752.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -479776.906250 Penalty: 2728.383301
	Iteration 29Q: 3 clusters Score -479776.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -479801.218750 Penalty: 2728.383301
	Iteration 30Q: 3 clusters Score -479801.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -479818.187500 Penalty: 2728.383301
	Iteration 31Q: 3 clusters Score -479818.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -479831.750000 Penalty: 2728.383301
	Iteration 32Q: 3 clusters Score -479831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -479843.718750 Penalty: 2728.383301
	Iteration 33Q: 3 clusters Score -479843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -479852.187500 Penalty: 2728.383301
	Iteration 34Q: 3 clusters Score -479852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -479857.625000 Penalty: 2728.383301
	Iteration 35Q: 3 clusters Score -479857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -479862.031250 Penalty: 2728.383301
	Iteration 36Q: 3 clusters Score -479862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -479869.312500 Penalty: 2728.383301
	Iteration 37Q: 3 clusters Score -479869.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -479875.500000 Penalty: 2728.383301
	Iteration 38Q: 3 clusters Score -479875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -479880.031250 Penalty: 2728.383301
	Iteration 39Q: 3 clusters Score -479880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -479882.406250 Penalty: 2728.383301
	Iteration 40F: 3 clusters Score -479882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -479884.500000 Penalty: 2728.383301
	Iteration 41Q: 3 clusters Score -479884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -479887.562500 Penalty: 2728.383301
	Iteration 42Q: 3 clusters Score -479887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -479888.406250 Penalty: 2728.383301
	Iteration 43Q: 3 clusters Score -479888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -479889.625000 Penalty: 2728.383301
	Iteration 44Q: 3 clusters Score -479889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -479891.187500 Penalty: 2728.383301
	Iteration 45Q: 3 clusters Score -479891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -479892.656250 Penalty: 2728.383301
	Iteration 46Q: 3 clusters Score -479892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -479894.750000 Penalty: 2728.383301
	Iteration 47Q: 3 clusters Score -479894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -479898.593750 Penalty: 2728.383301
	Iteration 48Q: 3 clusters Score -479898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -479904.843750 Penalty: 2728.383301
	Iteration 49Q: 3 clusters Score -479904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -479907.750000 Penalty: 2728.383301
	Iteration 50Q: 3 clusters Score -479907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -479911.687500 Penalty: 2728.383301
	Iteration 51Q: 3 clusters Score -479911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -479914.562500 Penalty: 2728.383301
	Iteration 52Q: 3 clusters Score -479914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -479916.625000 Penalty: 2728.383301
	Iteration 53Q: 3 clusters Score -479916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -479919.062500 Penalty: 2728.383301
	Iteration 54Q: 3 clusters Score -479919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -479920.062500 Penalty: 2728.383301
	Iteration 55Q: 3 clusters Score -479920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -479920.062500 Penalty: 2728.383301
	Iteration 56F: 3 clusters Score -479920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Entering Unmasked Estep 
Score: -858596.625000 Penalty: 1463.118774
	Iteration 0F: 2 clusters Score -858596.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -852634.625000 Penalty: 2926.237549
	Iteration 0F: 3 clusters Score -852634.6 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -854488.687500 Penalty: 2926.237549
	Iteration 1F: 3 clusters Score -854488.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -854696.125000 Penalty: 2926.237549
	Iteration 2F: 3 clusters Score -854696.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -854825.375000 Penalty: 2926.237549
	Iteration 3Q: 3 clusters Score -854825.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -854905.062500 Penalty: 2926.237549
	Iteration 4Q: 3 clusters Score -854905.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -854976.375000 Penalty: 2926.237549
	Iteration 5Q: 3 clusters Score -854976.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -855054.062500 Penalty: 2926.237549
	Iteration 6Q: 3 clusters Score -855054.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -855121.750000 Penalty: 2926.237549
	Iteration 7Q: 3 clusters Score -855121.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -855182.000000 Penalty: 2926.237549
	Iteration 8Q: 3 clusters Score -855182 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -855233.125000 Penalty: 2926.237549
	Iteration 9Q: 3 clusters Score -855233.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -855287.750000 Penalty: 2926.237549
	Iteration 10Q: 3 clusters Score -855287.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -855353.562500 Penalty: 2926.237549
	Iteration 11Q: 3 clusters Score -855353.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -855418.375000 Penalty: 2926.237549
	Iteration 12Q: 3 clusters Score -855418.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -855478.937500 Penalty: 2926.237549
	Iteration 13Q: 3 clusters Score -855478.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -855554.875000 Penalty: 2926.237549
	Iteration 14Q: 3 clusters Score -855554.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -855642.437500 Penalty: 2926.237549
	Iteration 15Q: 3 clusters Score -855642.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -855733.250000 Penalty: 2926.237549
	Iteration 16Q: 3 clusters Score -855733.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -855826.562500 Penalty: 2926.237549
	Iteration 17Q: 3 clusters Score -855826.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -855928.437500 Penalty: 2926.237549
	Iteration 18Q: 3 clusters Score -855928.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -856040.375000 Penalty: 2926.237549
	Iteration 19Q: 3 clusters Score -856040.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -856148.500000 Penalty: 2926.237549
	Iteration 20F: 3 clusters Score -856148.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -856252.250000 Penalty: 2926.237549
	Iteration 21Q: 3 clusters Score -856252.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -856332.125000 Penalty: 2926.237549
	Iteration 22Q: 3 clusters Score -856332.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -856391.875000 Penalty: 2926.237549
	Iteration 23Q: 3 clusters Score -856391.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -856431.312500 Penalty: 2926.237549
	Iteration 24Q: 3 clusters Score -856431.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -856459.187500 Penalty: 2926.237549
	Iteration 25Q: 3 clusters Score -856459.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -856490.187500 Penalty: 2926.237549
	Iteration 26Q: 3 clusters Score -856490.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -856520.312500 Penalty: 2926.237549
	Iteration 27Q: 3 clusters Score -856520.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -856548.875000 Penalty: 2926.237549
	Iteration 28Q: 3 clusters Score -856548.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -856568.875000 Penalty: 2926.237549
	Iteration 29Q: 3 clusters Score -856568.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -856591.500000 Penalty: 2926.237549
	Iteration 30Q: 3 clusters Score -856591.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -856617.125000 Penalty: 2926.237549
	Iteration 31Q: 3 clusters Score -856617.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -856644.562500 Penalty: 2926.237549
	Iteration 32Q: 3 clusters Score -856644.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -856665.125000 Penalty: 2926.237549
	Iteration 33Q: 3 clusters Score -856665.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -856682.437500 Penalty: 2926.237549
	Iteration 34Q: 3 clusters Score -856682.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -856702.000000 Penalty: 2926.237549
	Iteration 35Q: 3 clusters Score -856702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -856722.562500 Penalty: 2926.237549
	Iteration 36Q: 3 clusters Score -856722.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -856742.125000 Penalty: 2926.237549
	Iteration 37Q: 3 clusters Score -856742.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -856769.250000 Penalty: 2926.237549
	Iteration 38Q: 3 clusters Score -856769.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -856801.437500 Penalty: 2926.237549
	Iteration 39Q: 3 clusters Score -856801.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -856833.500000 Penalty: 2926.237549
	Iteration 40F: 3 clusters Score -856833.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -856857.875000 Penalty: 2926.237549
	Iteration 41Q: 3 clusters Score -856857.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -856879.375000 Penalty: 2926.237549
	Iteration 42Q: 3 clusters Score -856879.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -856892.500000 Penalty: 2926.237549
	Iteration 43Q: 3 clusters Score -856892.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -856919.312500 Penalty: 2926.237549
	Iteration 44Q: 3 clusters Score -856919.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -856938.062500 Penalty: 2926.237549
	Iteration 45Q: 3 clusters Score -856938.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -856952.500000 Penalty: 2926.237549
	Iteration 46Q: 3 clusters Score -856952.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -856965.437500 Penalty: 2926.237549
	Iteration 47Q: 3 clusters Score -856965.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -856979.562500 Penalty: 2926.237549
	Iteration 48Q: 3 clusters Score -856979.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -856995.187500 Penalty: 2926.237549
	Iteration 49Q: 3 clusters Score -856995.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -857012.125000 Penalty: 2926.237549
	Iteration 50Q: 3 clusters Score -857012.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -857030.437500 Penalty: 2926.237549
	Iteration 51Q: 3 clusters Score -857030.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -857050.687500 Penalty: 2926.237549
	Iteration 52Q: 3 clusters Score -857050.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -857074.937500 Penalty: 2926.237549
	Iteration 53Q: 3 clusters Score -857074.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -857092.500000 Penalty: 2926.237549
	Iteration 54Q: 3 clusters Score -857092.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -857106.500000 Penalty: 2926.237549
	Iteration 55Q: 3 clusters Score -857106.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -857121.437500 Penalty: 2926.237549
	Iteration 56Q: 3 clusters Score -857121.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -857135.000000 Penalty: 2926.237549
	Iteration 57Q: 3 clusters Score -857135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -857147.500000 Penalty: 2926.237549
	Iteration 58Q: 3 clusters Score -857147.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -857158.687500 Penalty: 2926.237549
	Iteration 59Q: 3 clusters Score -857158.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -857165.500000 Penalty: 2926.237549
	Iteration 60F: 3 clusters Score -857165.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -857175.875000 Penalty: 2926.237549
	Iteration 61Q: 3 clusters Score -857175.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -857185.312500 Penalty: 2926.237549
	Iteration 62Q: 3 clusters Score -857185.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -857193.312500 Penalty: 2926.237549
	Iteration 63Q: 3 clusters Score -857193.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -857205.062500 Penalty: 2926.237549
	Iteration 64Q: 3 clusters Score -857205.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -857218.875000 Penalty: 2926.237549
	Iteration 65Q: 3 clusters Score -857218.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -857231.312500 Penalty: 2926.237549
	Iteration 66Q: 3 clusters Score -857231.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -857242.562500 Penalty: 2926.237549
	Iteration 67Q: 3 clusters Score -857242.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -857250.875000 Penalty: 2926.237549
	Iteration 68Q: 3 clusters Score -857250.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -857257.125000 Penalty: 2926.237549
	Iteration 69Q: 3 clusters Score -857257.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -857266.062500 Penalty: 2926.237549
	Iteration 70Q: 3 clusters Score -857266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -857272.500000 Penalty: 2926.237549
	Iteration 71Q: 3 clusters Score -857272.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -857282.812500 Penalty: 2926.237549
	Iteration 72Q: 3 clusters Score -857282.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -857288.312500 Penalty: 2926.237549
	Iteration 73Q: 3 clusters Score -857288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -857292.000000 Penalty: 2926.237549
	Iteration 74Q: 3 clusters Score -857292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -857298.187500 Penalty: 2926.237549
	Iteration 75Q: 3 clusters Score -857298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -857304.062500 Penalty: 2926.237549
	Iteration 76Q: 3 clusters Score -857304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -857309.750000 Penalty: 2926.237549
	Iteration 77Q: 3 clusters Score -857309.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -857315.562500 Penalty: 2926.237549
	Iteration 78Q: 3 clusters Score -857315.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -857319.187500 Penalty: 2926.237549
	Iteration 79Q: 3 clusters Score -857319.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -857321.625000 Penalty: 2926.237549
	Iteration 80F: 3 clusters Score -857321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -857321.562500 Penalty: 2926.237549
	Iteration 81Q: 3 clusters Score -857321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -857323.500000 Penalty: 2926.237549
	Iteration 82Q: 3 clusters Score -857323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -857324.750000 Penalty: 2926.237549
	Iteration 83Q: 3 clusters Score -857324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -857325.812500 Penalty: 2926.237549
	Iteration 84Q: 3 clusters Score -857325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -857326.250000 Penalty: 2926.237549
	Iteration 85Q: 3 clusters Score -857326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -857326.250000 Penalty: 2926.237549
	Iteration 86Q: 3 clusters Score -857326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -857327.312500 Penalty: 2926.237549
	Iteration 87Q: 3 clusters Score -857327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -857329.125000 Penalty: 2926.237549
	Iteration 88Q: 3 clusters Score -857329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -857332.562500 Penalty: 2926.237549
	Iteration 89Q: 3 clusters Score -857332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -857333.000000 Penalty: 2926.237549
	Iteration 90Q: 3 clusters Score -857333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -857336.875000 Penalty: 2926.237549
	Iteration 91Q: 3 clusters Score -857336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -857338.437500 Penalty: 2926.237549
	Iteration 92Q: 3 clusters Score -857338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -857346.125000 Penalty: 2926.237549
	Iteration 93Q: 3 clusters Score -857346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -857349.625000 Penalty: 2926.237549
	Iteration 94Q: 3 clusters Score -857349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -857351.375000 Penalty: 2926.237549
	Iteration 95Q: 3 clusters Score -857351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -857356.187500 Penalty: 2926.237549
	Iteration 96Q: 3 clusters Score -857356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -857360.062500 Penalty: 2926.237549
	Iteration 97Q: 3 clusters Score -857360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -857359.750000 Penalty: 2926.237549
	Iteration 98Q: 3 clusters Score -857359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -857361.687500 Penalty: 2926.237549
	Iteration 99Q: 3 clusters Score -857361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -857362.562500 Penalty: 2926.237549
	Iteration 100F: 3 clusters Score -857362.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (180346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180346 members 
Entering Unmasked Estep 
Score: -19518318.000000 Penalty: 1966.677734
	Iteration 0F: 2 clusters Score -1.951832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -19420378.000000 Penalty: 3933.355469
	Iteration 0F: 3 clusters Score -1.942038e+07 nChanged 87443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -19472464.000000 Penalty: 3933.355469
	Iteration 1F: 3 clusters Score -1.947246e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88232 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -19474200.000000 Penalty: 3933.355469
	Iteration 2Q: 3 clusters Score -1.94742e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -19477066.000000 Penalty: 3933.355469
	Iteration 3Q: 3 clusters Score -1.947707e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -19481478.000000 Penalty: 3933.355469
	Iteration 4Q: 3 clusters Score -1.948148e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -19488268.000000 Penalty: 3933.355469
	Iteration 5F: 3 clusters Score -1.948827e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -19497374.000000 Penalty: 3933.355469
	Iteration 6F: 3 clusters Score -1.949737e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -19506164.000000 Penalty: 3933.355469
	Iteration 7F: 3 clusters Score -1.950616e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -19511626.000000 Penalty: 3933.355469
	Iteration 8F: 3 clusters Score -1.951163e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96803 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -19514376.000000 Penalty: 3933.355469
	Iteration 9Q: 3 clusters Score -1.951438e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -19515670.000000 Penalty: 3933.355469
	Iteration 10Q: 3 clusters Score -1.951567e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -19516758.000000 Penalty: 3933.355469
	Iteration 11Q: 3 clusters Score -1.951676e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -19517784.000000 Penalty: 3933.355469
	Iteration 12Q: 3 clusters Score -1.951778e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -19519198.000000 Penalty: 3933.355469
	Iteration 13Q: 3 clusters Score -1.95192e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113786 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -19520560.000000 Penalty: 3933.355469
	Iteration 14Q: 3 clusters Score -1.952056e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117695 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -19521550.000000 Penalty: 3933.355469
	Iteration 15Q: 3 clusters Score -1.952155e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -19522290.000000 Penalty: 3933.355469
	Iteration 16Q: 3 clusters Score -1.952229e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -19522734.000000 Penalty: 3933.355469
	Iteration 17Q: 3 clusters Score -1.952273e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -19523108.000000 Penalty: 3933.355469
	Iteration 18Q: 3 clusters Score -1.952311e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -19523420.000000 Penalty: 3933.355469
	Iteration 19Q: 3 clusters Score -1.952342e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -19523812.000000 Penalty: 3933.355469
	Iteration 20F: 3 clusters Score -1.952381e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138217 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -19524100.000000 Penalty: 3933.355469
	Iteration 21Q: 3 clusters Score -1.95241e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141560 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -19524298.000000 Penalty: 3933.355469
	Iteration 22Q: 3 clusters Score -1.95243e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144805 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -19524444.000000 Penalty: 3933.355469
	Iteration 23Q: 3 clusters Score -1.952444e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -19524528.000000 Penalty: 3933.355469
	Iteration 24Q: 3 clusters Score -1.952453e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -19524586.000000 Penalty: 3933.355469
	Iteration 25Q: 3 clusters Score -1.952459e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -19524708.000000 Penalty: 3933.355469
	Iteration 26Q: 3 clusters Score -1.952471e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156786 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -19524712.000000 Penalty: 3933.355469
	Iteration 27Q: 3 clusters Score -1.952471e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159347 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -19524730.000000 Penalty: 3933.355469
	Iteration 28Q: 3 clusters Score -1.952473e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161745 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -19524730.000000 Penalty: 3933.355469
	Iteration 29Q: 3 clusters Score -1.952473e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -19524866.000000 Penalty: 3933.355469
	Iteration 30Q: 3 clusters Score -1.952487e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165803 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -19524956.000000 Penalty: 3933.355469
	Iteration 31Q: 3 clusters Score -1.952496e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -19524862.000000 Penalty: 3933.355469
	Iteration 32Q: 3 clusters Score -1.952486e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -19524558.000000 Penalty: 3933.355469
	Iteration 33Q: 3 clusters Score -1.952456e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -19524122.000000 Penalty: 3933.355469
	Iteration 34Q: 3 clusters Score -1.952412e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171306 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -19523756.000000 Penalty: 3933.355469
	Iteration 35Q: 3 clusters Score -1.952376e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -19523526.000000 Penalty: 3933.355469
	Iteration 36Q: 3 clusters Score -1.952353e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172932 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -19523330.000000 Penalty: 3933.355469
	Iteration 37Q: 3 clusters Score -1.952333e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173553 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -19523014.000000 Penalty: 3933.355469
	Iteration 38Q: 3 clusters Score -1.952301e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174096 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -19522758.000000 Penalty: 3933.355469
	Iteration 39Q: 3 clusters Score -1.952276e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -19522592.000000 Penalty: 3933.355469
	Iteration 40F: 3 clusters Score -1.952259e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175151 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -19522348.000000 Penalty: 3933.355469
	Iteration 41Q: 3 clusters Score -1.952235e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -19521858.000000 Penalty: 3933.355469
	Iteration 42Q: 3 clusters Score -1.952186e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19521450.000000 Penalty: 3933.355469
	Iteration 43Q: 3 clusters Score -1.952145e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176414 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -19521044.000000 Penalty: 3933.355469
	Iteration 44Q: 3 clusters Score -1.952104e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176721 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -19520730.000000 Penalty: 3933.355469
	Iteration 45Q: 3 clusters Score -1.952073e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176975 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -19520524.000000 Penalty: 3933.355469
	Iteration 46Q: 3 clusters Score -1.952052e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177184 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -19520178.000000 Penalty: 3933.355469
	Iteration 47Q: 3 clusters Score -1.952018e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -19519972.000000 Penalty: 3933.355469
	Iteration 48Q: 3 clusters Score -1.951997e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -19519770.000000 Penalty: 3933.355469
	Iteration 49Q: 3 clusters Score -1.951977e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177690 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19519614.000000 Penalty: 3933.355469
	Iteration 50Q: 3 clusters Score -1.951961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177794 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -19519528.000000 Penalty: 3933.355469
	Iteration 51Q: 3 clusters Score -1.951953e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177883 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19519448.000000 Penalty: 3933.355469
	Iteration 52Q: 3 clusters Score -1.951945e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177959 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -19519392.000000 Penalty: 3933.355469
	Iteration 53Q: 3 clusters Score -1.951939e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19519368.000000 Penalty: 3933.355469
	Iteration 54Q: 3 clusters Score -1.951937e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19519296.000000 Penalty: 3933.355469
	Iteration 55Q: 3 clusters Score -1.95193e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178160 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19519238.000000 Penalty: 3933.355469
	Iteration 56Q: 3 clusters Score -1.951924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178209 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -19519158.000000 Penalty: 3933.355469
	Iteration 57Q: 3 clusters Score -1.951916e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178249 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -19519140.000000 Penalty: 3933.355469
	Iteration 58Q: 3 clusters Score -1.951914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178288 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -19519106.000000 Penalty: 3933.355469
	Iteration 59Q: 3 clusters Score -1.951911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178323 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19519046.000000 Penalty: 3933.355469
	Iteration 60F: 3 clusters Score -1.951905e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178354 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -19519056.000000 Penalty: 3933.355469
	Iteration 61Q: 3 clusters Score -1.951906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -19519038.000000 Penalty: 3933.355469
	Iteration 62Q: 3 clusters Score -1.951904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19519012.000000 Penalty: 3933.355469
	Iteration 63Q: 3 clusters Score -1.951901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178444 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -19518994.000000 Penalty: 3933.355469
	Iteration 64Q: 3 clusters Score -1.951899e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19518940.000000 Penalty: 3933.355469
	Iteration 65Q: 3 clusters Score -1.951894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -19518872.000000 Penalty: 3933.355469
	Iteration 66Q: 3 clusters Score -1.951887e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178556 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -19518830.000000 Penalty: 3933.355469
	Iteration 67Q: 3 clusters Score -1.951883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19518810.000000 Penalty: 3933.355469
	Iteration 68Q: 3 clusters Score -1.951881e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -19518786.000000 Penalty: 3933.355469
	Iteration 69Q: 3 clusters Score -1.951879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178651 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -19518742.000000 Penalty: 3933.355469
	Iteration 70Q: 3 clusters Score -1.951874e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178683 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19518666.000000 Penalty: 3933.355469
	Iteration 71Q: 3 clusters Score -1.951867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178711 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19518640.000000 Penalty: 3933.355469
	Iteration 72Q: 3 clusters Score -1.951864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19518634.000000 Penalty: 3933.355469
	Iteration 73Q: 3 clusters Score -1.951863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19518638.000000 Penalty: 3933.355469
	Iteration 74Q: 3 clusters Score -1.951864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178773 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -19518612.000000 Penalty: 3933.355469
	Iteration 75Q: 3 clusters Score -1.951861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178792 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -19518598.000000 Penalty: 3933.355469
	Iteration 76Q: 3 clusters Score -1.95186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19518596.000000 Penalty: 3933.355469
	Iteration 77Q: 3 clusters Score -1.95186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -19518584.000000 Penalty: 3933.355469
	Iteration 78Q: 3 clusters Score -1.951858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178825 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -19518544.000000 Penalty: 3933.355469
	Iteration 79Q: 3 clusters Score -1.951854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178830 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19518530.000000 Penalty: 3933.355469
	Iteration 80F: 3 clusters Score -1.951853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178842 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19518520.000000 Penalty: 3933.355469
	Iteration 81Q: 3 clusters Score -1.951852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -19518502.000000 Penalty: 3933.355469
	Iteration 82Q: 3 clusters Score -1.95185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19518496.000000 Penalty: 3933.355469
	Iteration 83Q: 3 clusters Score -1.95185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178883 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -19518472.000000 Penalty: 3933.355469
	Iteration 84Q: 3 clusters Score -1.951847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19518464.000000 Penalty: 3933.355469
	Iteration 85Q: 3 clusters Score -1.951846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178903 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19518444.000000 Penalty: 3933.355469
	Iteration 86Q: 3 clusters Score -1.951844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178911 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19518440.000000 Penalty: 3933.355469
	Iteration 87Q: 3 clusters Score -1.951844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19518418.000000 Penalty: 3933.355469
	Iteration 88Q: 3 clusters Score -1.951842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178941 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19518430.000000 Penalty: 3933.355469
	Iteration 89Q: 3 clusters Score -1.951843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178958 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19518390.000000 Penalty: 3933.355469
	Iteration 90Q: 3 clusters Score -1.951839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178964 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -19518396.000000 Penalty: 3933.355469
	Iteration 91Q: 3 clusters Score -1.95184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19518366.000000 Penalty: 3933.355469
	Iteration 92Q: 3 clusters Score -1.951837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -19518372.000000 Penalty: 3933.355469
	Iteration 93Q: 3 clusters Score -1.951837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178987 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19518360.000000 Penalty: 3933.355469
	Iteration 94Q: 3 clusters Score -1.951836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178996 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19518354.000000 Penalty: 3933.355469
	Iteration 95Q: 3 clusters Score -1.951835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179001 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19518344.000000 Penalty: 3933.355469
	Iteration 96Q: 3 clusters Score -1.951834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -19518338.000000 Penalty: 3933.355469
	Iteration 97Q: 3 clusters Score -1.951834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179006 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19518332.000000 Penalty: 3933.355469
	Iteration 98Q: 3 clusters Score -1.951833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19518336.000000 Penalty: 3933.355469
	Iteration 99Q: 3 clusters Score -1.951834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179006 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19518340.000000 Penalty: 3933.355469
	Iteration 100F: 3 clusters Score -1.951834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 179006 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 1340 members 
Entering Unmasked Estep 
Score: -101038528.000000 Penalty: 85145.320312
Splitting cluster 19 changes total score from -101038968.000000 to -101038528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -418463.031250 Penalty: 1348.431763
	Iteration 0F: 2 clusters Score -418463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -415048.375000 Penalty: 2696.863525
	Iteration 0F: 3 clusters Score -415048.4 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -415963.281250 Penalty: 2696.863525
	Iteration 1F: 3 clusters Score -415963.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -416226.562500 Penalty: 2696.863525
	Iteration 2F: 3 clusters Score -416226.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -416529.843750 Penalty: 2696.863525
	Iteration 3F: 3 clusters Score -416529.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -416844.625000 Penalty: 2696.863525
	Iteration 4F: 3 clusters Score -416844.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -417177.625000 Penalty: 2696.863525
	Iteration 5F: 3 clusters Score -417177.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -417546.281250 Penalty: 2696.863525
	Iteration 6F: 3 clusters Score -417546.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -417811.812500 Penalty: 2696.863525
	Iteration 7F: 3 clusters Score -417811.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -417945.281250 Penalty: 2696.863525
	Iteration 8Q: 3 clusters Score -417945.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -418022.968750 Penalty: 2696.863525
	Iteration 9Q: 3 clusters Score -418023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -418071.687500 Penalty: 2696.863525
	Iteration 10Q: 3 clusters Score -418071.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -418097.687500 Penalty: 2696.863525
	Iteration 11Q: 3 clusters Score -418097.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -418111.843750 Penalty: 2696.863525
	Iteration 12Q: 3 clusters Score -418111.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -418118.718750 Penalty: 2696.863525
	Iteration 13Q: 3 clusters Score -418118.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -418124.687500 Penalty: 2696.863525
	Iteration 14Q: 3 clusters Score -418124.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -418133.062500 Penalty: 2696.863525
	Iteration 15Q: 3 clusters Score -418133.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -418151.937500 Penalty: 2696.863525
	Iteration 16Q: 3 clusters Score -418151.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -418175.406250 Penalty: 2696.863525
	Iteration 17Q: 3 clusters Score -418175.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -418238.718750 Penalty: 2696.863525
	Iteration 18Q: 3 clusters Score -418238.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -418324.531250 Penalty: 2696.863525
	Iteration 19Q: 3 clusters Score -418324.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -418456.937500 Penalty: 2696.863525
	Iteration 20F: 3 clusters Score -418456.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -418545.687500 Penalty: 2696.863525
	Iteration 21Q: 3 clusters Score -418545.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -418550.750000 Penalty: 2696.863525
	Iteration 22Q: 3 clusters Score -418550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -418553.906250 Penalty: 2696.863525
	Iteration 23Q: 3 clusters Score -418553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -418555.000000 Penalty: 2696.863525
	Iteration 24Q: 3 clusters Score -418555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -418556.531250 Penalty: 2696.863525
	Iteration 25Q: 3 clusters Score -418556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -418557.437500 Penalty: 2696.863525
	Iteration 26Q: 3 clusters Score -418557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -418557.437500 Penalty: 2696.863525
	Iteration 27F: 3 clusters Score -418557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 1853 members 
Entering Unmasked Estep 
Score: -101038264.000000 Penalty: 85145.320312
Splitting cluster 20 changes total score from -101038968.000000 to -101038264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (25968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Entering Unmasked Estep 
Score: -2696603.500000 Penalty: 1651.750854
	Iteration 0F: 2 clusters Score -2696604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2678989.250000 Penalty: 3303.501709
	Iteration 0F: 3 clusters Score -2678989 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2685534.750000 Penalty: 3303.501709
	Iteration 1F: 3 clusters Score -2685535 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2686047.000000 Penalty: 3303.501709
	Iteration 2Q: 3 clusters Score -2686047 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2686731.000000 Penalty: 3303.501709
	Iteration 3F: 3 clusters Score -2686731 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2687612.500000 Penalty: 3303.501709
	Iteration 4F: 3 clusters Score -2687612 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2688651.500000 Penalty: 3303.501709
	Iteration 5F: 3 clusters Score -2688652 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2689732.750000 Penalty: 3303.501709
	Iteration 6F: 3 clusters Score -2689733 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2690779.000000 Penalty: 3303.501709
	Iteration 7F: 3 clusters Score -2690779 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2691578.250000 Penalty: 3303.501709
	Iteration 8F: 3 clusters Score -2691578 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2692099.750000 Penalty: 3303.501709
	Iteration 9Q: 3 clusters Score -2692100 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2692469.000000 Penalty: 3303.501709
	Iteration 10Q: 3 clusters Score -2692469 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2692821.250000 Penalty: 3303.501709
	Iteration 11Q: 3 clusters Score -2692821 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2693216.500000 Penalty: 3303.501709
	Iteration 12Q: 3 clusters Score -2693216 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2693623.250000 Penalty: 3303.501709
	Iteration 13Q: 3 clusters Score -2693623 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2693950.250000 Penalty: 3303.501709
	Iteration 14Q: 3 clusters Score -2693950 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2694213.500000 Penalty: 3303.501709
	Iteration 15Q: 3 clusters Score -2694214 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2694432.500000 Penalty: 3303.501709
	Iteration 16Q: 3 clusters Score -2694432 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2694624.750000 Penalty: 3303.501709
	Iteration 17Q: 3 clusters Score -2694625 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2694770.500000 Penalty: 3303.501709
	Iteration 18Q: 3 clusters Score -2694770 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2694872.250000 Penalty: 3303.501709
	Iteration 19Q: 3 clusters Score -2694872 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2694962.750000 Penalty: 3303.501709
	Iteration 20F: 3 clusters Score -2694963 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2695033.750000 Penalty: 3303.501709
	Iteration 21Q: 3 clusters Score -2695034 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2695110.500000 Penalty: 3303.501709
	Iteration 22Q: 3 clusters Score -2695110 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2695164.000000 Penalty: 3303.501709
	Iteration 23Q: 3 clusters Score -2695164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2695223.750000 Penalty: 3303.501709
	Iteration 24Q: 3 clusters Score -2695224 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2695256.750000 Penalty: 3303.501709
	Iteration 25Q: 3 clusters Score -2695257 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2695293.500000 Penalty: 3303.501709
	Iteration 26Q: 3 clusters Score -2695294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2695321.750000 Penalty: 3303.501709
	Iteration 27Q: 3 clusters Score -2695322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2695360.000000 Penalty: 3303.501709
	Iteration 28Q: 3 clusters Score -2695360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2695378.250000 Penalty: 3303.501709
	Iteration 29Q: 3 clusters Score -2695378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2695395.500000 Penalty: 3303.501709
	Iteration 30Q: 3 clusters Score -2695396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2695415.750000 Penalty: 3303.501709
	Iteration 31Q: 3 clusters Score -2695416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2695435.250000 Penalty: 3303.501709
	Iteration 32Q: 3 clusters Score -2695435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2695450.000000 Penalty: 3303.501709
	Iteration 33Q: 3 clusters Score -2695450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2695476.750000 Penalty: 3303.501709
	Iteration 34Q: 3 clusters Score -2695477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2695493.000000 Penalty: 3303.501709
	Iteration 35Q: 3 clusters Score -2695493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2695505.750000 Penalty: 3303.501709
	Iteration 36Q: 3 clusters Score -2695506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2695524.250000 Penalty: 3303.501709
	Iteration 37Q: 3 clusters Score -2695524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2695536.250000 Penalty: 3303.501709
	Iteration 38Q: 3 clusters Score -2695536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2695539.000000 Penalty: 3303.501709
	Iteration 39Q: 3 clusters Score -2695539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2695548.000000 Penalty: 3303.501709
	Iteration 40F: 3 clusters Score -2695548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2695557.750000 Penalty: 3303.501709
	Iteration 41Q: 3 clusters Score -2695558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2695566.500000 Penalty: 3303.501709
	Iteration 42Q: 3 clusters Score -2695566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2695574.500000 Penalty: 3303.501709
	Iteration 43Q: 3 clusters Score -2695574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2695587.500000 Penalty: 3303.501709
	Iteration 44Q: 3 clusters Score -2695588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2695593.500000 Penalty: 3303.501709
	Iteration 45Q: 3 clusters Score -2695594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2695603.500000 Penalty: 3303.501709
	Iteration 46Q: 3 clusters Score -2695604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2695608.250000 Penalty: 3303.501709
	Iteration 47Q: 3 clusters Score -2695608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2695628.500000 Penalty: 3303.501709
	Iteration 48Q: 3 clusters Score -2695628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2695629.000000 Penalty: 3303.501709
	Iteration 49Q: 3 clusters Score -2695629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2695633.750000 Penalty: 3303.501709
	Iteration 50Q: 3 clusters Score -2695634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2695640.750000 Penalty: 3303.501709
	Iteration 51Q: 3 clusters Score -2695641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2695651.000000 Penalty: 3303.501709
	Iteration 52Q: 3 clusters Score -2695651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2695655.250000 Penalty: 3303.501709
	Iteration 53Q: 3 clusters Score -2695655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2695661.500000 Penalty: 3303.501709
	Iteration 54Q: 3 clusters Score -2695662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2695665.250000 Penalty: 3303.501709
	Iteration 55Q: 3 clusters Score -2695665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2695666.250000 Penalty: 3303.501709
	Iteration 56Q: 3 clusters Score -2695666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2695662.250000 Penalty: 3303.501709
	Iteration 57Q: 3 clusters Score -2695662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2695667.000000 Penalty: 3303.501709
	Iteration 58Q: 3 clusters Score -2695667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2695669.750000 Penalty: 3303.501709
	Iteration 59Q: 3 clusters Score -2695670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2695667.500000 Penalty: 3303.501709
	Iteration 60F: 3 clusters Score -2695668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2695678.000000 Penalty: 3303.501709
	Iteration 61Q: 3 clusters Score -2695678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2695677.250000 Penalty: 3303.501709
	Iteration 62Q: 3 clusters Score -2695677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2695678.500000 Penalty: 3303.501709
	Iteration 63Q: 3 clusters Score -2695678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2695674.500000 Penalty: 3303.501709
	Iteration 64Q: 3 clusters Score -2695674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2695671.750000 Penalty: 3303.501709
	Iteration 65Q: 3 clusters Score -2695672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2695672.500000 Penalty: 3303.501709
	Iteration 66Q: 3 clusters Score -2695672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2695678.250000 Penalty: 3303.501709
	Iteration 67Q: 3 clusters Score -2695678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2695679.750000 Penalty: 3303.501709
	Iteration 68Q: 3 clusters Score -2695680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2695684.250000 Penalty: 3303.501709
	Iteration 69Q: 3 clusters Score -2695684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2695686.250000 Penalty: 3303.501709
	Iteration 70Q: 3 clusters Score -2695686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2695689.500000 Penalty: 3303.501709
	Iteration 71Q: 3 clusters Score -2695690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2695690.750000 Penalty: 3303.501709
	Iteration 72Q: 3 clusters Score -2695691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2695700.250000 Penalty: 3303.501709
	Iteration 73Q: 3 clusters Score -2695700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2695696.500000 Penalty: 3303.501709
	Iteration 74Q: 3 clusters Score -2695696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2695694.500000 Penalty: 3303.501709
	Iteration 75Q: 3 clusters Score -2695694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2695698.750000 Penalty: 3303.501709
	Iteration 76Q: 3 clusters Score -2695699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2695696.750000 Penalty: 3303.501709
	Iteration 77Q: 3 clusters Score -2695697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2695696.000000 Penalty: 3303.501709
	Iteration 78Q: 3 clusters Score -2695696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2695697.500000 Penalty: 3303.501709
	Iteration 79Q: 3 clusters Score -2695698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2695704.250000 Penalty: 3303.501709
	Iteration 80F: 3 clusters Score -2695704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2695709.500000 Penalty: 3303.501709
	Iteration 81Q: 3 clusters Score -2695710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2695713.250000 Penalty: 3303.501709
	Iteration 82Q: 3 clusters Score -2695713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2695708.250000 Penalty: 3303.501709
	Iteration 83Q: 3 clusters Score -2695708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2695712.250000 Penalty: 3303.501709
	Iteration 84Q: 3 clusters Score -2695712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2695709.750000 Penalty: 3303.501709
	Iteration 85Q: 3 clusters Score -2695710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2695708.500000 Penalty: 3303.501709
	Iteration 86Q: 3 clusters Score -2695708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2695709.000000 Penalty: 3303.501709
	Iteration 87Q: 3 clusters Score -2695709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2695710.250000 Penalty: 3303.501709
	Iteration 88Q: 3 clusters Score -2695710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2695710.000000 Penalty: 3303.501709
	Iteration 89Q: 3 clusters Score -2695710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2695712.500000 Penalty: 3303.501709
	Iteration 90Q: 3 clusters Score -2695712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2695713.000000 Penalty: 3303.501709
	Iteration 91Q: 3 clusters Score -2695713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2695711.250000 Penalty: 3303.501709
	Iteration 92Q: 3 clusters Score -2695711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2695709.500000 Penalty: 3303.501709
	Iteration 93Q: 3 clusters Score -2695710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2695709.500000 Penalty: 3303.501709
	Iteration 94F: 3 clusters Score -2695710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10985.092773 Penalty: 872.728638
	Iteration 0F: 2 clusters Score -10985.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10360.825195 Penalty: 1745.457275
	Iteration 0F: 3 clusters Score -10360.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10540.651367 Penalty: 1745.457275
	Iteration 1F: 3 clusters Score -10540.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10593.734375 Penalty: 1745.457275
	Iteration 2Q: 3 clusters Score -10593.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10654.257812 Penalty: 1745.457275
	Iteration 3Q: 3 clusters Score -10654.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10669.186523 Penalty: 1745.457275
	Iteration 4Q: 3 clusters Score -10669.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10673.321289 Penalty: 1745.457275
	Iteration 5Q: 3 clusters Score -10673.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10693.062500 Penalty: 1745.457275
	Iteration 6Q: 3 clusters Score -10693.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10700.916016 Penalty: 1745.457275
	Iteration 7Q: 3 clusters Score -10700.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10712.563477 Penalty: 1745.457275
	Iteration 8Q: 3 clusters Score -10712.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10767.290039 Penalty: 1745.457275
	Iteration 9Q: 3 clusters Score -10767.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10810.169922 Penalty: 1745.457275
	Iteration 10Q: 3 clusters Score -10810.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10835.907227 Penalty: 1745.457275
	Iteration 11Q: 3 clusters Score -10835.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10869.845703 Penalty: 1745.457275
	Iteration 12Q: 3 clusters Score -10869.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10893.663086 Penalty: 1745.457275
	Iteration 13Q: 3 clusters Score -10893.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10901.833984 Penalty: 1745.457275
	Iteration 14F: 3 clusters Score -10901.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10906.488281 Penalty: 1745.457275
	Iteration 15Q: 3 clusters Score -10906.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10906.488281 Penalty: 1745.457275
	Iteration 16F: 3 clusters Score -10906.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176345 members 
Entering Unmasked Estep 
Score: -18645190.000000 Penalty: 1963.032104
	Iteration 0F: 2 clusters Score -1.864519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -18527220.000000 Penalty: 3926.064209
	Iteration 0F: 3 clusters Score -1.852722e+07 nChanged 85089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -18577728.000000 Penalty: 3926.064209
	Iteration 1F: 3 clusters Score -1.857773e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -18578682.000000 Penalty: 3926.064209
	Iteration 2Q: 3 clusters Score -1.857868e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -18579746.000000 Penalty: 3926.064209
	Iteration 3Q: 3 clusters Score -1.857975e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -18581630.000000 Penalty: 3926.064209
	Iteration 4Q: 3 clusters Score -1.858163e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -18584904.000000 Penalty: 3926.064209
	Iteration 5Q: 3 clusters Score -1.85849e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -18590656.000000 Penalty: 3926.064209
	Iteration 6F: 3 clusters Score -1.859066e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124894 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -18599100.000000 Penalty: 3926.064209
	Iteration 7F: 3 clusters Score -1.85991e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -18610140.000000 Penalty: 3926.064209
	Iteration 8F: 3 clusters Score -1.861014e+07 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -18621100.000000 Penalty: 3926.064209
	Iteration 9F: 3 clusters Score -1.86211e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -18629524.000000 Penalty: 3926.064209
	Iteration 10F: 3 clusters Score -1.862952e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165783 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -18635392.000000 Penalty: 3926.064209
	Iteration 11Q: 3 clusters Score -1.863539e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -18639144.000000 Penalty: 3926.064209
	Iteration 12Q: 3 clusters Score -1.863914e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -18641528.000000 Penalty: 3926.064209
	Iteration 13Q: 3 clusters Score -1.864153e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174558 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -18642660.000000 Penalty: 3926.064209
	Iteration 14Q: 3 clusters Score -1.864266e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175259 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18643110.000000 Penalty: 3926.064209
	Iteration 15Q: 3 clusters Score -1.864311e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -18643304.000000 Penalty: 3926.064209
	Iteration 16Q: 3 clusters Score -1.86433e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18643416.000000 Penalty: 3926.064209
	Iteration 17Q: 3 clusters Score -1.864342e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18643448.000000 Penalty: 3926.064209
	Iteration 18Q: 3 clusters Score -1.864345e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18643458.000000 Penalty: 3926.064209
	Iteration 19Q: 3 clusters Score -1.864346e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -18643484.000000 Penalty: 3926.064209
	Iteration 20F: 3 clusters Score -1.864348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -18643492.000000 Penalty: 3926.064209
	Iteration 21Q: 3 clusters Score -1.864349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18643524.000000 Penalty: 3926.064209
	Iteration 22Q: 3 clusters Score -1.864352e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -18643568.000000 Penalty: 3926.064209
	Iteration 23Q: 3 clusters Score -1.864357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175947 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -18643600.000000 Penalty: 3926.064209
	Iteration 24Q: 3 clusters Score -1.86436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175958 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -18643594.000000 Penalty: 3926.064209
	Iteration 25Q: 3 clusters Score -1.864359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18643604.000000 Penalty: 3926.064209
	Iteration 26Q: 3 clusters Score -1.86436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18643624.000000 Penalty: 3926.064209
	Iteration 27Q: 3 clusters Score -1.864362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18643644.000000 Penalty: 3926.064209
	Iteration 28Q: 3 clusters Score -1.864364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18643624.000000 Penalty: 3926.064209
	Iteration 29Q: 3 clusters Score -1.864362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175973 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18643626.000000 Penalty: 3926.064209
	Iteration 30Q: 3 clusters Score -1.864363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18643630.000000 Penalty: 3926.064209
	Iteration 31Q: 3 clusters Score -1.864363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18643630.000000 Penalty: 3926.064209
	Iteration 32F: 3 clusters Score -1.864363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -277444.562500 Penalty: 1287.249512
	Iteration 0F: 2 clusters Score -277444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274892.375000 Penalty: 2574.499023
	Iteration 0F: 3 clusters Score -274892.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -275499.718750 Penalty: 2574.499023
	Iteration 1F: 3 clusters Score -275499.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -275627.187500 Penalty: 2574.499023
	Iteration 2F: 3 clusters Score -275627.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -275702.750000 Penalty: 2574.499023
	Iteration 3F: 3 clusters Score -275702.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -275745.093750 Penalty: 2574.499023
	Iteration 4Q: 3 clusters Score -275745.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -275784.593750 Penalty: 2574.499023
	Iteration 5Q: 3 clusters Score -275784.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -275825.781250 Penalty: 2574.499023
	Iteration 6Q: 3 clusters Score -275825.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -275849.156250 Penalty: 2574.499023
	Iteration 7Q: 3 clusters Score -275849.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -275879.375000 Penalty: 2574.499023
	Iteration 8Q: 3 clusters Score -275879.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -275913.125000 Penalty: 2574.499023
	Iteration 9Q: 3 clusters Score -275913.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -275953.875000 Penalty: 2574.499023
	Iteration 10Q: 3 clusters Score -275953.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -276003.093750 Penalty: 2574.499023
	Iteration 11Q: 3 clusters Score -276003.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -276063.968750 Penalty: 2574.499023
	Iteration 12Q: 3 clusters Score -276064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -276123.250000 Penalty: 2574.499023
	Iteration 13Q: 3 clusters Score -276123.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -276183.031250 Penalty: 2574.499023
	Iteration 14Q: 3 clusters Score -276183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -276229.250000 Penalty: 2574.499023
	Iteration 15Q: 3 clusters Score -276229.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -276273.468750 Penalty: 2574.499023
	Iteration 16Q: 3 clusters Score -276273.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -276308.187500 Penalty: 2574.499023
	Iteration 17Q: 3 clusters Score -276308.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -276335.062500 Penalty: 2574.499023
	Iteration 18Q: 3 clusters Score -276335.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -276351.312500 Penalty: 2574.499023
	Iteration 19Q: 3 clusters Score -276351.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -276361.250000 Penalty: 2574.499023
	Iteration 20F: 3 clusters Score -276361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -276370.375000 Penalty: 2574.499023
	Iteration 21Q: 3 clusters Score -276370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -276381.562500 Penalty: 2574.499023
	Iteration 22Q: 3 clusters Score -276381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -276390.906250 Penalty: 2574.499023
	Iteration 23Q: 3 clusters Score -276390.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -276399.687500 Penalty: 2574.499023
	Iteration 24Q: 3 clusters Score -276399.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -276410.281250 Penalty: 2574.499023
	Iteration 25Q: 3 clusters Score -276410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -276414.062500 Penalty: 2574.499023
	Iteration 26Q: 3 clusters Score -276414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -276417.843750 Penalty: 2574.499023
	Iteration 27Q: 3 clusters Score -276417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -276421.218750 Penalty: 2574.499023
	Iteration 28Q: 3 clusters Score -276421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -276424.593750 Penalty: 2574.499023
	Iteration 29Q: 3 clusters Score -276424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -276424.593750 Penalty: 2574.499023
	Iteration 30F: 3 clusters Score -276424.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Entering Unmasked Estep 
Score: -11207451.000000 Penalty: 1878.020264
	Iteration 0F: 2 clusters Score -1.120745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -11137886.000000 Penalty: 3756.040527
	Iteration 0F: 3 clusters Score -1.113789e+07 nChanged 50117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -11166771.000000 Penalty: 3756.040527
	Iteration 1F: 3 clusters Score -1.116677e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -11167681.000000 Penalty: 3756.040527
	Iteration 2Q: 3 clusters Score -1.116768e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -11168952.000000 Penalty: 3756.040527
	Iteration 3Q: 3 clusters Score -1.116895e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -11171006.000000 Penalty: 3756.040527
	Iteration 4Q: 3 clusters Score -1.117101e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -11174363.000000 Penalty: 3756.040527
	Iteration 5F: 3 clusters Score -1.117436e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -11180260.000000 Penalty: 3756.040527
	Iteration 6F: 3 clusters Score -1.118026e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -11187913.000000 Penalty: 3756.040527
	Iteration 7F: 3 clusters Score -1.118791e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -11196076.000000 Penalty: 3756.040527
	Iteration 8F: 3 clusters Score -1.119608e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -11201803.000000 Penalty: 3756.040527
	Iteration 9F: 3 clusters Score -1.12018e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11204316.000000 Penalty: 3756.040527
	Iteration 10Q: 3 clusters Score -1.120432e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11205240.000000 Penalty: 3756.040527
	Iteration 11Q: 3 clusters Score -1.120524e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11205559.000000 Penalty: 3756.040527
	Iteration 12Q: 3 clusters Score -1.120556e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11205704.000000 Penalty: 3756.040527
	Iteration 13Q: 3 clusters Score -1.12057e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11205766.000000 Penalty: 3756.040527
	Iteration 14Q: 3 clusters Score -1.120577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11205782.000000 Penalty: 3756.040527
	Iteration 15Q: 3 clusters Score -1.120578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11205795.000000 Penalty: 3756.040527
	Iteration 16Q: 3 clusters Score -1.12058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11205801.000000 Penalty: 3756.040527
	Iteration 17Q: 3 clusters Score -1.12058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11205812.000000 Penalty: 3756.040527
	Iteration 18Q: 3 clusters Score -1.120581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11205818.000000 Penalty: 3756.040527
	Iteration 19Q: 3 clusters Score -1.120582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11205828.000000 Penalty: 3756.040527
	Iteration 20F: 3 clusters Score -1.120583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11205837.000000 Penalty: 3756.040527
	Iteration 21Q: 3 clusters Score -1.120584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11205848.000000 Penalty: 3756.040527
	Iteration 22Q: 3 clusters Score -1.120585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11205850.000000 Penalty: 3756.040527
	Iteration 23Q: 3 clusters Score -1.120585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11205847.000000 Penalty: 3756.040527
	Iteration 24Q: 3 clusters Score -1.120585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11205847.000000 Penalty: 3756.040527
	Iteration 25F: 3 clusters Score -1.120585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1592366.250000 Penalty: 1568.482788
	Iteration 0F: 2 clusters Score -1592366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1581747.125000 Penalty: 3136.965576
	Iteration 0F: 3 clusters Score -1581747 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1585727.750000 Penalty: 3136.965576
	Iteration 1F: 3 clusters Score -1585728 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1586228.000000 Penalty: 3136.965576
	Iteration 2F: 3 clusters Score -1586228 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1586788.750000 Penalty: 3136.965576
	Iteration 3F: 3 clusters Score -1586789 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1587452.750000 Penalty: 3136.965576
	Iteration 4F: 3 clusters Score -1587453 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1588173.500000 Penalty: 3136.965576
	Iteration 5F: 3 clusters Score -1588174 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1588853.250000 Penalty: 3136.965576
	Iteration 6F: 3 clusters Score -1588853 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1589433.375000 Penalty: 3136.965576
	Iteration 7F: 3 clusters Score -1589433 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1589905.250000 Penalty: 3136.965576
	Iteration 8Q: 3 clusters Score -1589905 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1590258.500000 Penalty: 3136.965576
	Iteration 9Q: 3 clusters Score -1590258 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1590536.375000 Penalty: 3136.965576
	Iteration 10Q: 3 clusters Score -1590536 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1590744.250000 Penalty: 3136.965576
	Iteration 11Q: 3 clusters Score -1590744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1590883.000000 Penalty: 3136.965576
	Iteration 12Q: 3 clusters Score -1590883 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1590973.000000 Penalty: 3136.965576
	Iteration 13Q: 3 clusters Score -1590973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1591031.875000 Penalty: 3136.965576
	Iteration 14Q: 3 clusters Score -1591032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1591076.500000 Penalty: 3136.965576
	Iteration 15Q: 3 clusters Score -1591076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1591115.750000 Penalty: 3136.965576
	Iteration 16Q: 3 clusters Score -1591116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1591140.625000 Penalty: 3136.965576
	Iteration 17Q: 3 clusters Score -1591141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1591161.375000 Penalty: 3136.965576
	Iteration 18Q: 3 clusters Score -1591161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1591172.250000 Penalty: 3136.965576
	Iteration 19Q: 3 clusters Score -1591172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1591176.250000 Penalty: 3136.965576
	Iteration 20F: 3 clusters Score -1591176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1591184.000000 Penalty: 3136.965576
	Iteration 21Q: 3 clusters Score -1591184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1591185.625000 Penalty: 3136.965576
	Iteration 22Q: 3 clusters Score -1591186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1591190.375000 Penalty: 3136.965576
	Iteration 23Q: 3 clusters Score -1591190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1591191.875000 Penalty: 3136.965576
	Iteration 24Q: 3 clusters Score -1591192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1591191.875000 Penalty: 3136.965576
	Iteration 25Q: 3 clusters Score -1591192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1591191.875000 Penalty: 3136.965576
	Iteration 26F: 3 clusters Score -1591192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Entering Unmasked Estep 
Score: -1183729.625000 Penalty: 1509.126343
	Iteration 0F: 2 clusters Score -1183730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1176056.125000 Penalty: 3018.252686
	Iteration 0F: 3 clusters Score -1176056 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1178513.250000 Penalty: 3018.252686
	Iteration 1F: 3 clusters Score -1178513 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1178737.375000 Penalty: 3018.252686
	Iteration 2F: 3 clusters Score -1178737 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1178927.125000 Penalty: 3018.252686
	Iteration 3Q: 3 clusters Score -1178927 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1179066.250000 Penalty: 3018.252686
	Iteration 4Q: 3 clusters Score -1179066 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1179180.750000 Penalty: 3018.252686
	Iteration 5Q: 3 clusters Score -1179181 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1179282.375000 Penalty: 3018.252686
	Iteration 6Q: 3 clusters Score -1179282 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1179366.875000 Penalty: 3018.252686
	Iteration 7Q: 3 clusters Score -1179367 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1179456.875000 Penalty: 3018.252686
	Iteration 8Q: 3 clusters Score -1179457 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1179543.750000 Penalty: 3018.252686
	Iteration 9Q: 3 clusters Score -1179544 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1179630.000000 Penalty: 3018.252686
	Iteration 10Q: 3 clusters Score -1179630 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1179740.250000 Penalty: 3018.252686
	Iteration 11Q: 3 clusters Score -1179740 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1179874.000000 Penalty: 3018.252686
	Iteration 12Q: 3 clusters Score -1179874 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1180034.250000 Penalty: 3018.252686
	Iteration 13Q: 3 clusters Score -1180034 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1180227.000000 Penalty: 3018.252686
	Iteration 14Q: 3 clusters Score -1180227 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1180481.500000 Penalty: 3018.252686
	Iteration 15Q: 3 clusters Score -1180482 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1180829.000000 Penalty: 3018.252686
	Iteration 16Q: 3 clusters Score -1180829 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1181218.000000 Penalty: 3018.252686
	Iteration 17Q: 3 clusters Score -1181218 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1181578.500000 Penalty: 3018.252686
	Iteration 18Q: 3 clusters Score -1181578 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1181862.625000 Penalty: 3018.252686
	Iteration 19Q: 3 clusters Score -1181863 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1182050.375000 Penalty: 3018.252686
	Iteration 20F: 3 clusters Score -1182050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1182171.875000 Penalty: 3018.252686
	Iteration 21Q: 3 clusters Score -1182172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1182256.375000 Penalty: 3018.252686
	Iteration 22Q: 3 clusters Score -1182256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1182306.375000 Penalty: 3018.252686
	Iteration 23Q: 3 clusters Score -1182306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1182343.000000 Penalty: 3018.252686
	Iteration 24Q: 3 clusters Score -1182343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1182363.250000 Penalty: 3018.252686
	Iteration 25Q: 3 clusters Score -1182363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1182382.875000 Penalty: 3018.252686
	Iteration 26Q: 3 clusters Score -1182383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1182389.875000 Penalty: 3018.252686
	Iteration 27Q: 3 clusters Score -1182390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1182400.875000 Penalty: 3018.252686
	Iteration 28Q: 3 clusters Score -1182401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1182409.000000 Penalty: 3018.252686
	Iteration 29Q: 3 clusters Score -1182409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1182413.125000 Penalty: 3018.252686
	Iteration 30Q: 3 clusters Score -1182413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1182419.625000 Penalty: 3018.252686
	Iteration 31Q: 3 clusters Score -1182420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1182421.625000 Penalty: 3018.252686
	Iteration 32Q: 3 clusters Score -1182422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1182423.125000 Penalty: 3018.252686
	Iteration 33Q: 3 clusters Score -1182423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1182423.750000 Penalty: 3018.252686
	Iteration 34Q: 3 clusters Score -1182424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1182427.000000 Penalty: 3018.252686
	Iteration 35Q: 3 clusters Score -1182427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1182427.250000 Penalty: 3018.252686
	Iteration 36Q: 3 clusters Score -1182427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1182427.250000 Penalty: 3018.252686
	Iteration 37F: 3 clusters Score -1182427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Entering Unmasked Estep 
Score: -1599347.125000 Penalty: 1560.431030
	Iteration 0F: 2 clusters Score -1599347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1589083.750000 Penalty: 3120.862061
	Iteration 0F: 3 clusters Score -1589084 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1592812.375000 Penalty: 3120.862061
	Iteration 1F: 3 clusters Score -1592812 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1593537.875000 Penalty: 3120.862061
	Iteration 2F: 3 clusters Score -1593538 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1594640.125000 Penalty: 3120.862061
	Iteration 3F: 3 clusters Score -1594640 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1595841.500000 Penalty: 3120.862061
	Iteration 4F: 3 clusters Score -1595842 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1596807.375000 Penalty: 3120.862061
	Iteration 5F: 3 clusters Score -1596807 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1597517.875000 Penalty: 3120.862061
	Iteration 6F: 3 clusters Score -1597518 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1597968.000000 Penalty: 3120.862061
	Iteration 7Q: 3 clusters Score -1597968 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1598298.375000 Penalty: 3120.862061
	Iteration 8Q: 3 clusters Score -1598298 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1598546.500000 Penalty: 3120.862061
	Iteration 9Q: 3 clusters Score -1598546 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1598724.750000 Penalty: 3120.862061
	Iteration 10Q: 3 clusters Score -1598725 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1598852.375000 Penalty: 3120.862061
	Iteration 11Q: 3 clusters Score -1598852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1598948.875000 Penalty: 3120.862061
	Iteration 12Q: 3 clusters Score -1598949 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1599019.000000 Penalty: 3120.862061
	Iteration 13Q: 3 clusters Score -1599019 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1599095.375000 Penalty: 3120.862061
	Iteration 14Q: 3 clusters Score -1599095 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1599137.500000 Penalty: 3120.862061
	Iteration 15Q: 3 clusters Score -1599138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1599177.250000 Penalty: 3120.862061
	Iteration 16Q: 3 clusters Score -1599177 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1599200.250000 Penalty: 3120.862061
	Iteration 17Q: 3 clusters Score -1599200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1599228.500000 Penalty: 3120.862061
	Iteration 18Q: 3 clusters Score -1599228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1599244.750000 Penalty: 3120.862061
	Iteration 19Q: 3 clusters Score -1599245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1599248.000000 Penalty: 3120.862061
	Iteration 20F: 3 clusters Score -1599248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1599255.500000 Penalty: 3120.862061
	Iteration 21Q: 3 clusters Score -1599256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1599263.500000 Penalty: 3120.862061
	Iteration 22Q: 3 clusters Score -1599264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1599261.750000 Penalty: 3120.862061
	Iteration 23Q: 3 clusters Score -1599262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1599262.125000 Penalty: 3120.862061
	Iteration 24Q: 3 clusters Score -1599262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1599267.500000 Penalty: 3120.862061
	Iteration 25Q: 3 clusters Score -1599268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1599268.625000 Penalty: 3120.862061
	Iteration 26Q: 3 clusters Score -1599269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1599273.875000 Penalty: 3120.862061
	Iteration 27Q: 3 clusters Score -1599274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1599274.000000 Penalty: 3120.862061
	Iteration 28Q: 3 clusters Score -1599274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1599276.500000 Penalty: 3120.862061
	Iteration 29Q: 3 clusters Score -1599276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1599274.750000 Penalty: 3120.862061
	Iteration 30Q: 3 clusters Score -1599275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1599277.375000 Penalty: 3120.862061
	Iteration 31Q: 3 clusters Score -1599277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1599278.875000 Penalty: 3120.862061
	Iteration 32Q: 3 clusters Score -1599279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1599282.125000 Penalty: 3120.862061
	Iteration 33Q: 3 clusters Score -1599282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1599283.750000 Penalty: 3120.862061
	Iteration 34Q: 3 clusters Score -1599284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1599286.750000 Penalty: 3120.862061
	Iteration 35Q: 3 clusters Score -1599287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1599287.875000 Penalty: 3120.862061
	Iteration 36Q: 3 clusters Score -1599288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1599292.625000 Penalty: 3120.862061
	Iteration 37Q: 3 clusters Score -1599293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1599290.250000 Penalty: 3120.862061
	Iteration 38Q: 3 clusters Score -1599290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1599291.375000 Penalty: 3120.862061
	Iteration 39Q: 3 clusters Score -1599291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1599291.375000 Penalty: 3120.862061
	Iteration 40F: 3 clusters Score -1599291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1599292.625000 Penalty: 3120.862061
	Iteration 41Q: 3 clusters Score -1599293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1599296.000000 Penalty: 3120.862061
	Iteration 42Q: 3 clusters Score -1599296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1599292.625000 Penalty: 3120.862061
	Iteration 43Q: 3 clusters Score -1599293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1599292.625000 Penalty: 3120.862061
	Iteration 44F: 3 clusters Score -1599293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Entering Unmasked Estep 
Score: -1473096.125000 Penalty: 1545.495483
	Iteration 0F: 2 clusters Score -1473096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1463577.375000 Penalty: 3090.990967
	Iteration 0F: 3 clusters Score -1463577 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1466852.750000 Penalty: 3090.990967
	Iteration 1F: 3 clusters Score -1466853 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1467094.000000 Penalty: 3090.990967
	Iteration 2F: 3 clusters Score -1467094 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1467246.500000 Penalty: 3090.990967
	Iteration 3Q: 3 clusters Score -1467246 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1467378.250000 Penalty: 3090.990967
	Iteration 4Q: 3 clusters Score -1467378 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1467495.375000 Penalty: 3090.990967
	Iteration 5Q: 3 clusters Score -1467495 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1467608.875000 Penalty: 3090.990967
	Iteration 6Q: 3 clusters Score -1467609 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1467716.500000 Penalty: 3090.990967
	Iteration 7Q: 3 clusters Score -1467716 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1467835.125000 Penalty: 3090.990967
	Iteration 8Q: 3 clusters Score -1467835 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1468012.625000 Penalty: 3090.990967
	Iteration 9Q: 3 clusters Score -1468013 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1468252.375000 Penalty: 3090.990967
	Iteration 10Q: 3 clusters Score -1468252 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1468602.125000 Penalty: 3090.990967
	Iteration 11Q: 3 clusters Score -1468602 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1469083.250000 Penalty: 3090.990967
	Iteration 12F: 3 clusters Score -1469083 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1469640.375000 Penalty: 3090.990967
	Iteration 13F: 3 clusters Score -1469640 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1470220.250000 Penalty: 3090.990967
	Iteration 14F: 3 clusters Score -1470220 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1470730.750000 Penalty: 3090.990967
	Iteration 15Q: 3 clusters Score -1470731 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1471142.125000 Penalty: 3090.990967
	Iteration 16Q: 3 clusters Score -1471142 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1471401.125000 Penalty: 3090.990967
	Iteration 17Q: 3 clusters Score -1471401 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1471538.500000 Penalty: 3090.990967
	Iteration 18Q: 3 clusters Score -1471538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1471615.375000 Penalty: 3090.990967
	Iteration 19Q: 3 clusters Score -1471615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1471672.375000 Penalty: 3090.990967
	Iteration 20F: 3 clusters Score -1471672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1471705.375000 Penalty: 3090.990967
	Iteration 21Q: 3 clusters Score -1471705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1471730.375000 Penalty: 3090.990967
	Iteration 22Q: 3 clusters Score -1471730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1471747.125000 Penalty: 3090.990967
	Iteration 23Q: 3 clusters Score -1471747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1471759.125000 Penalty: 3090.990967
	Iteration 24Q: 3 clusters Score -1471759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1471765.125000 Penalty: 3090.990967
	Iteration 25Q: 3 clusters Score -1471765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1471768.250000 Penalty: 3090.990967
	Iteration 26Q: 3 clusters Score -1471768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1471770.625000 Penalty: 3090.990967
	Iteration 27Q: 3 clusters Score -1471771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1471776.125000 Penalty: 3090.990967
	Iteration 28Q: 3 clusters Score -1471776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1471780.875000 Penalty: 3090.990967
	Iteration 29Q: 3 clusters Score -1471781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1471780.375000 Penalty: 3090.990967
	Iteration 30Q: 3 clusters Score -1471780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1471784.375000 Penalty: 3090.990967
	Iteration 31Q: 3 clusters Score -1471784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1471789.000000 Penalty: 3090.990967
	Iteration 32Q: 3 clusters Score -1471789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1471792.500000 Penalty: 3090.990967
	Iteration 33Q: 3 clusters Score -1471792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1471803.375000 Penalty: 3090.990967
	Iteration 34Q: 3 clusters Score -1471803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1471810.875000 Penalty: 3090.990967
	Iteration 35Q: 3 clusters Score -1471811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1471814.875000 Penalty: 3090.990967
	Iteration 36Q: 3 clusters Score -1471815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1471822.500000 Penalty: 3090.990967
	Iteration 37Q: 3 clusters Score -1471822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1471821.125000 Penalty: 3090.990967
	Iteration 38Q: 3 clusters Score -1471821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1471824.500000 Penalty: 3090.990967
	Iteration 39Q: 3 clusters Score -1471824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1471826.750000 Penalty: 3090.990967
	Iteration 40F: 3 clusters Score -1471827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1471827.750000 Penalty: 3090.990967
	Iteration 41Q: 3 clusters Score -1471828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1471829.125000 Penalty: 3090.990967
	Iteration 42Q: 3 clusters Score -1471829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1471829.000000 Penalty: 3090.990967
	Iteration 43Q: 3 clusters Score -1471829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1471829.500000 Penalty: 3090.990967
	Iteration 44Q: 3 clusters Score -1471830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1471829.625000 Penalty: 3090.990967
	Iteration 45Q: 3 clusters Score -1471830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1471832.000000 Penalty: 3090.990967
	Iteration 46Q: 3 clusters Score -1471832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1471833.000000 Penalty: 3090.990967
	Iteration 47Q: 3 clusters Score -1471833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1471835.625000 Penalty: 3090.990967
	Iteration 48Q: 3 clusters Score -1471836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1471835.375000 Penalty: 3090.990967
	Iteration 49Q: 3 clusters Score -1471835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1471834.375000 Penalty: 3090.990967
	Iteration 50Q: 3 clusters Score -1471834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1471834.750000 Penalty: 3090.990967
	Iteration 51Q: 3 clusters Score -1471835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1471834.500000 Penalty: 3090.990967
	Iteration 52Q: 3 clusters Score -1471834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1471837.875000 Penalty: 3090.990967
	Iteration 53Q: 3 clusters Score -1471838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1471840.000000 Penalty: 3090.990967
	Iteration 54Q: 3 clusters Score -1471840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1471840.125000 Penalty: 3090.990967
	Iteration 55Q: 3 clusters Score -1471840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1471839.250000 Penalty: 3090.990967
	Iteration 56Q: 3 clusters Score -1471839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1471840.125000 Penalty: 3090.990967
	Iteration 57Q: 3 clusters Score -1471840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1471840.000000 Penalty: 3090.990967
	Iteration 58Q: 3 clusters Score -1471840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1471842.125000 Penalty: 3090.990967
	Iteration 59Q: 3 clusters Score -1471842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1471842.125000 Penalty: 3090.990967
	Iteration 60F: 3 clusters Score -1471842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -31528.021484 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -31528.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30662.544922 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -30662.54 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30894.568359 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -30894.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30994.761719 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -30994.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31082.900391 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -31082.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31122.855469 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -31122.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31140.052734 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -31140.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31156.271484 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -31156.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31161.441406 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -31161.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31183.291016 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -31183.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31190.824219 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -31190.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31191.130859 Penalty: 1918.355835
	Iteration 10F: 3 clusters Score -31191.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31199.054688 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -31199.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31211.509766 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -31211.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31259.332031 Penalty: 1918.355835
	Iteration 13Q: 3 clusters Score -31259.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31295.916016 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -31295.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31325.535156 Penalty: 1918.355835
	Iteration 15Q: 3 clusters Score -31325.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31372.425781 Penalty: 1918.355835
	Iteration 16Q: 3 clusters Score -31372.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31453.832031 Penalty: 1918.355835
	Iteration 17Q: 3 clusters Score -31453.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31591.814453 Penalty: 1918.355835
	Iteration 18Q: 3 clusters Score -31591.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31673.062500 Penalty: 1918.355835
	Iteration 19Q: 3 clusters Score -31673.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31715.523438 Penalty: 1918.355835
	Iteration 20F: 3 clusters Score -31715.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31724.988281 Penalty: 1918.355835
	Iteration 21Q: 3 clusters Score -31724.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31733.546875 Penalty: 1918.355835
	Iteration 22Q: 3 clusters Score -31733.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31744.859375 Penalty: 1918.355835
	Iteration 23Q: 3 clusters Score -31744.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31747.656250 Penalty: 1918.355835
	Iteration 24Q: 3 clusters Score -31747.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31747.656250 Penalty: 1918.355835
	Iteration 25F: 3 clusters Score -31747.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 88526 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 180346 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 176345 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 104511 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 13504 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 110528 members 
Mstep: Class 34 contains 33500 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 58661 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 147 members 
Entering Unmasked Estep 
Score: -101037952.000000 Penalty: 85145.320312
Splitting cluster 30 changes total score from -101038968.000000 to -101037952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -527704.000000 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -527704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -523795.968750 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -523796 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -524788.687500 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -524788.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -524928.125000 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -524928.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -525023.187500 Penalty: 2755.294189
	Iteration 3Q: 3 clusters Score -525023.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -525104.625000 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -525104.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -525164.375000 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -525164.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -525211.250000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -525211.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -525259.375000 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -525259.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -525322.125000 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -525322.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -525388.750000 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -525388.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -525448.437500 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -525448.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -525506.250000 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -525506.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -525560.562500 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -525560.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -525609.375000 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -525609.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -525653.500000 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -525653.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -525702.687500 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -525702.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -525753.812500 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -525753.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -525807.562500 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -525807.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -525864.187500 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -525864.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -525917.750000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -525917.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -525964.875000 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -525964.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -526010.250000 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -526010.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -526065.625000 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -526065.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -526118.562500 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -526118.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -526155.312500 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -526155.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -526184.375000 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -526184.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -526206.687500 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -526206.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -526232.250000 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -526232.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -526264.875000 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -526264.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -526293.187500 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -526293.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -526327.062500 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -526327.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -526363.500000 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -526363.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -526392.937500 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -526392.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -526409.125000 Penalty: 2755.294189
	Iteration 33Q: 3 clusters Score -526409.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -526422.812500 Penalty: 2755.294189
	Iteration 34Q: 3 clusters Score -526422.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -526434.500000 Penalty: 2755.294189
	Iteration 35Q: 3 clusters Score -526434.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -526444.687500 Penalty: 2755.294189
	Iteration 36Q: 3 clusters Score -526444.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -526453.125000 Penalty: 2755.294189
	Iteration 37Q: 3 clusters Score -526453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -526461.375000 Penalty: 2755.294189
	Iteration 38Q: 3 clusters Score -526461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -526467.375000 Penalty: 2755.294189
	Iteration 39Q: 3 clusters Score -526467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -526475.187500 Penalty: 2755.294189
	Iteration 40F: 3 clusters Score -526475.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -526483.375000 Penalty: 2755.294189
	Iteration 41Q: 3 clusters Score -526483.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -526487.937500 Penalty: 2755.294189
	Iteration 42Q: 3 clusters Score -526487.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -526495.125000 Penalty: 2755.294189
	Iteration 43Q: 3 clusters Score -526495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -526503.625000 Penalty: 2755.294189
	Iteration 44Q: 3 clusters Score -526503.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -526512.312500 Penalty: 2755.294189
	Iteration 45Q: 3 clusters Score -526512.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -526519.812500 Penalty: 2755.294189
	Iteration 46Q: 3 clusters Score -526519.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -526525.937500 Penalty: 2755.294189
	Iteration 47Q: 3 clusters Score -526525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -526529.875000 Penalty: 2755.294189
	Iteration 48Q: 3 clusters Score -526529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -526531.750000 Penalty: 2755.294189
	Iteration 49Q: 3 clusters Score -526531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -526537.250000 Penalty: 2755.294189
	Iteration 50Q: 3 clusters Score -526537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -526541.125000 Penalty: 2755.294189
	Iteration 51Q: 3 clusters Score -526541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -526550.187500 Penalty: 2755.294189
	Iteration 52Q: 3 clusters Score -526550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -526553.500000 Penalty: 2755.294189
	Iteration 53Q: 3 clusters Score -526553.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -526558.250000 Penalty: 2755.294189
	Iteration 54Q: 3 clusters Score -526558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -526563.562500 Penalty: 2755.294189
	Iteration 55Q: 3 clusters Score -526563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -526566.687500 Penalty: 2755.294189
	Iteration 56Q: 3 clusters Score -526566.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -526570.437500 Penalty: 2755.294189
	Iteration 57Q: 3 clusters Score -526570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -526571.625000 Penalty: 2755.294189
	Iteration 58Q: 3 clusters Score -526571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -526571.875000 Penalty: 2755.294189
	Iteration 59Q: 3 clusters Score -526571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -526571.875000 Penalty: 2755.294189
	Iteration 60F: 3 clusters Score -526571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -526573.375000 Penalty: 2755.294189
	Iteration 61Q: 3 clusters Score -526573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -526575.875000 Penalty: 2755.294189
	Iteration 62Q: 3 clusters Score -526575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -526578.750000 Penalty: 2755.294189
	Iteration 63Q: 3 clusters Score -526578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -526580.875000 Penalty: 2755.294189
	Iteration 64Q: 3 clusters Score -526580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -526581.187500 Penalty: 2755.294189
	Iteration 65Q: 3 clusters Score -526581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -526581.187500 Penalty: 2755.294189
	Iteration 66F: 3 clusters Score -526581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -126637.117188 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -126637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -125030.820312 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -125030.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125301.281250 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -125301.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125390.625000 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -125390.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125436.343750 Penalty: 2309.646973
	Iteration 3Q: 3 clusters Score -125436.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -125459.992188 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -125460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125470.906250 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -125470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -125476.695312 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -125476.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125480.570312 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -125480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -125481.945312 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -125481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -125482.304688 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -125482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -125482.304688 Penalty: 2309.646973
	Iteration 10F: 3 clusters Score -125482.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (110528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110528 members 
Entering Unmasked Estep 
Score: -11980957.000000 Penalty: 1887.116333
	Iteration 0F: 2 clusters Score -1.198096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -11907790.000000 Penalty: 3774.232666
	Iteration 0F: 3 clusters Score -1.190779e+07 nChanged 52942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -11937977.000000 Penalty: 3774.232666
	Iteration 1F: 3 clusters Score -1.193798e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -11938586.000000 Penalty: 3774.232666
	Iteration 2Q: 3 clusters Score -1.193859e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -11939582.000000 Penalty: 3774.232666
	Iteration 3Q: 3 clusters Score -1.193958e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -11940987.000000 Penalty: 3774.232666
	Iteration 4Q: 3 clusters Score -1.194099e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -11943573.000000 Penalty: 3774.232666
	Iteration 5Q: 3 clusters Score -1.194357e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -11948317.000000 Penalty: 3774.232666
	Iteration 6F: 3 clusters Score -1.194832e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -11955885.000000 Penalty: 3774.232666
	Iteration 7F: 3 clusters Score -1.195588e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -11965120.000000 Penalty: 3774.232666
	Iteration 8F: 3 clusters Score -1.196512e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -11973029.000000 Penalty: 3774.232666
	Iteration 9F: 3 clusters Score -1.197303e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -11977176.000000 Penalty: 3774.232666
	Iteration 10Q: 3 clusters Score -1.197718e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109757 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11978665.000000 Penalty: 3774.232666
	Iteration 11Q: 3 clusters Score -1.197866e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11979034.000000 Penalty: 3774.232666
	Iteration 12Q: 3 clusters Score -1.197903e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11979200.000000 Penalty: 3774.232666
	Iteration 13Q: 3 clusters Score -1.19792e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11979257.000000 Penalty: 3774.232666
	Iteration 14Q: 3 clusters Score -1.197926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11979295.000000 Penalty: 3774.232666
	Iteration 15Q: 3 clusters Score -1.19793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11979325.000000 Penalty: 3774.232666
	Iteration 16Q: 3 clusters Score -1.197932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11979331.000000 Penalty: 3774.232666
	Iteration 17Q: 3 clusters Score -1.197933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11979352.000000 Penalty: 3774.232666
	Iteration 18Q: 3 clusters Score -1.197935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11979354.000000 Penalty: 3774.232666
	Iteration 19Q: 3 clusters Score -1.197935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11979353.000000 Penalty: 3774.232666
	Iteration 20F: 3 clusters Score -1.197935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11979359.000000 Penalty: 3774.232666
	Iteration 21Q: 3 clusters Score -1.197936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11979359.000000 Penalty: 3774.232666
	Iteration 22F: 3 clusters Score -1.197936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (33500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Entering Unmasked Estep 
Score: -3525888.250000 Penalty: 1693.136475
	Iteration 0F: 2 clusters Score -3525888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3503266.750000 Penalty: 3386.272949
	Iteration 0F: 3 clusters Score -3503267 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3512367.500000 Penalty: 3386.272949
	Iteration 1F: 3 clusters Score -3512368 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3513066.250000 Penalty: 3386.272949
	Iteration 2Q: 3 clusters Score -3513066 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3513968.750000 Penalty: 3386.272949
	Iteration 3F: 3 clusters Score -3513969 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3514972.000000 Penalty: 3386.272949
	Iteration 4F: 3 clusters Score -3514972 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3515930.500000 Penalty: 3386.272949
	Iteration 5F: 3 clusters Score -3515930 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3516760.500000 Penalty: 3386.272949
	Iteration 6F: 3 clusters Score -3516760 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3517469.750000 Penalty: 3386.272949
	Iteration 7Q: 3 clusters Score -3517470 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3518069.000000 Penalty: 3386.272949
	Iteration 8Q: 3 clusters Score -3518069 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3518497.750000 Penalty: 3386.272949
	Iteration 9Q: 3 clusters Score -3518498 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3518841.500000 Penalty: 3386.272949
	Iteration 10Q: 3 clusters Score -3518842 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3519157.250000 Penalty: 3386.272949
	Iteration 11Q: 3 clusters Score -3519157 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3519397.750000 Penalty: 3386.272949
	Iteration 12Q: 3 clusters Score -3519398 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3519650.000000 Penalty: 3386.272949
	Iteration 13Q: 3 clusters Score -3519650 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3519962.750000 Penalty: 3386.272949
	Iteration 14Q: 3 clusters Score -3519963 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3520334.750000 Penalty: 3386.272949
	Iteration 15Q: 3 clusters Score -3520335 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3520656.750000 Penalty: 3386.272949
	Iteration 16Q: 3 clusters Score -3520657 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3520953.250000 Penalty: 3386.272949
	Iteration 17Q: 3 clusters Score -3520953 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3521249.750000 Penalty: 3386.272949
	Iteration 18Q: 3 clusters Score -3521250 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3521513.500000 Penalty: 3386.272949
	Iteration 19Q: 3 clusters Score -3521514 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3521745.750000 Penalty: 3386.272949
	Iteration 20F: 3 clusters Score -3521746 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3521997.250000 Penalty: 3386.272949
	Iteration 21Q: 3 clusters Score -3521997 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3522266.250000 Penalty: 3386.272949
	Iteration 22Q: 3 clusters Score -3522266 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3522540.250000 Penalty: 3386.272949
	Iteration 23Q: 3 clusters Score -3522540 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3522832.750000 Penalty: 3386.272949
	Iteration 24Q: 3 clusters Score -3522833 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3523140.750000 Penalty: 3386.272949
	Iteration 25Q: 3 clusters Score -3523141 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3523407.250000 Penalty: 3386.272949
	Iteration 26Q: 3 clusters Score -3523407 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3523686.250000 Penalty: 3386.272949
	Iteration 27Q: 3 clusters Score -3523686 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3523945.750000 Penalty: 3386.272949
	Iteration 28Q: 3 clusters Score -3523946 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3524129.500000 Penalty: 3386.272949
	Iteration 29Q: 3 clusters Score -3524130 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3524293.000000 Penalty: 3386.272949
	Iteration 30Q: 3 clusters Score -3524293 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3524416.750000 Penalty: 3386.272949
	Iteration 31Q: 3 clusters Score -3524417 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3524514.500000 Penalty: 3386.272949
	Iteration 32Q: 3 clusters Score -3524514 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3524585.000000 Penalty: 3386.272949
	Iteration 33Q: 3 clusters Score -3524585 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3524646.750000 Penalty: 3386.272949
	Iteration 34Q: 3 clusters Score -3524647 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3524709.250000 Penalty: 3386.272949
	Iteration 35Q: 3 clusters Score -3524709 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -3524752.000000 Penalty: 3386.272949
	Iteration 36Q: 3 clusters Score -3524752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3524767.500000 Penalty: 3386.272949
	Iteration 37Q: 3 clusters Score -3524768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3524781.000000 Penalty: 3386.272949
	Iteration 38Q: 3 clusters Score -3524781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3524795.500000 Penalty: 3386.272949
	Iteration 39Q: 3 clusters Score -3524796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3524802.500000 Penalty: 3386.272949
	Iteration 40F: 3 clusters Score -3524802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3524811.500000 Penalty: 3386.272949
	Iteration 41Q: 3 clusters Score -3524812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3524826.500000 Penalty: 3386.272949
	Iteration 42Q: 3 clusters Score -3524826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -3524829.750000 Penalty: 3386.272949
	Iteration 43Q: 3 clusters Score -3524830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3524837.250000 Penalty: 3386.272949
	Iteration 44Q: 3 clusters Score -3524837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3524833.750000 Penalty: 3386.272949
	Iteration 45Q: 3 clusters Score -3524834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3524841.000000 Penalty: 3386.272949
	Iteration 46Q: 3 clusters Score -3524841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3524844.250000 Penalty: 3386.272949
	Iteration 47Q: 3 clusters Score -3524844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3524851.500000 Penalty: 3386.272949
	Iteration 48Q: 3 clusters Score -3524852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -3524861.500000 Penalty: 3386.272949
	Iteration 49Q: 3 clusters Score -3524862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -3524861.750000 Penalty: 3386.272949
	Iteration 50Q: 3 clusters Score -3524862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3524859.000000 Penalty: 3386.272949
	Iteration 51Q: 3 clusters Score -3524859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3524864.000000 Penalty: 3386.272949
	Iteration 52Q: 3 clusters Score -3524864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3524863.750000 Penalty: 3386.272949
	Iteration 53Q: 3 clusters Score -3524864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3524861.250000 Penalty: 3386.272949
	Iteration 54Q: 3 clusters Score -3524861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3524867.500000 Penalty: 3386.272949
	Iteration 55Q: 3 clusters Score -3524868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3524866.250000 Penalty: 3386.272949
	Iteration 56Q: 3 clusters Score -3524866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3524862.250000 Penalty: 3386.272949
	Iteration 57Q: 3 clusters Score -3524862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3524864.000000 Penalty: 3386.272949
	Iteration 58Q: 3 clusters Score -3524864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3524864.750000 Penalty: 3386.272949
	Iteration 59Q: 3 clusters Score -3524865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3524866.000000 Penalty: 3386.272949
	Iteration 60F: 3 clusters Score -3524866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3524874.250000 Penalty: 3386.272949
	Iteration 61Q: 3 clusters Score -3524874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -3524874.500000 Penalty: 3386.272949
	Iteration 62Q: 3 clusters Score -3524874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3524875.000000 Penalty: 3386.272949
	Iteration 63Q: 3 clusters Score -3524875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3524877.000000 Penalty: 3386.272949
	Iteration 64Q: 3 clusters Score -3524877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -3524879.000000 Penalty: 3386.272949
	Iteration 65Q: 3 clusters Score -3524879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3524875.750000 Penalty: 3386.272949
	Iteration 66Q: 3 clusters Score -3524876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -3524879.000000 Penalty: 3386.272949
	Iteration 67Q: 3 clusters Score -3524879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3524876.250000 Penalty: 3386.272949
	Iteration 68Q: 3 clusters Score -3524876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3524876.250000 Penalty: 3386.272949
	Iteration 69F: 3 clusters Score -3524876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Entering Unmasked Estep 
Score: -1901381.875000 Penalty: 1587.022583
	Iteration 0F: 2 clusters Score -1901382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1889425.125000 Penalty: 3174.045166
	Iteration 0F: 3 clusters Score -1889425 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1893680.250000 Penalty: 3174.045166
	Iteration 1F: 3 clusters Score -1893680 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1894029.500000 Penalty: 3174.045166
	Iteration 2F: 3 clusters Score -1894030 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1894343.625000 Penalty: 3174.045166
	Iteration 3Q: 3 clusters Score -1894344 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1894728.125000 Penalty: 3174.045166
	Iteration 4Q: 3 clusters Score -1894728 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1895191.000000 Penalty: 3174.045166
	Iteration 5Q: 3 clusters Score -1895191 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1895826.250000 Penalty: 3174.045166
	Iteration 6F: 3 clusters Score -1895826 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1896664.125000 Penalty: 3174.045166
	Iteration 7F: 3 clusters Score -1896664 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1897535.375000 Penalty: 3174.045166
	Iteration 8F: 3 clusters Score -1897535 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1898327.000000 Penalty: 3174.045166
	Iteration 9F: 3 clusters Score -1898327 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1898881.375000 Penalty: 3174.045166
	Iteration 10Q: 3 clusters Score -1898881 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1899255.875000 Penalty: 3174.045166
	Iteration 11Q: 3 clusters Score -1899256 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1899509.375000 Penalty: 3174.045166
	Iteration 12Q: 3 clusters Score -1899509 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1899690.250000 Penalty: 3174.045166
	Iteration 13Q: 3 clusters Score -1899690 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1899798.125000 Penalty: 3174.045166
	Iteration 14Q: 3 clusters Score -1899798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1899863.500000 Penalty: 3174.045166
	Iteration 15Q: 3 clusters Score -1899864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1899919.125000 Penalty: 3174.045166
	Iteration 16Q: 3 clusters Score -1899919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1899963.000000 Penalty: 3174.045166
	Iteration 17Q: 3 clusters Score -1899963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1899996.125000 Penalty: 3174.045166
	Iteration 18Q: 3 clusters Score -1899996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1900020.375000 Penalty: 3174.045166
	Iteration 19Q: 3 clusters Score -1900020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1900039.500000 Penalty: 3174.045166
	Iteration 20F: 3 clusters Score -1900040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1900053.625000 Penalty: 3174.045166
	Iteration 21Q: 3 clusters Score -1900054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1900065.125000 Penalty: 3174.045166
	Iteration 22Q: 3 clusters Score -1900065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1900071.875000 Penalty: 3174.045166
	Iteration 23Q: 3 clusters Score -1900072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1900081.625000 Penalty: 3174.045166
	Iteration 24Q: 3 clusters Score -1900082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1900084.625000 Penalty: 3174.045166
	Iteration 25Q: 3 clusters Score -1900085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1900090.625000 Penalty: 3174.045166
	Iteration 26Q: 3 clusters Score -1900091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1900094.625000 Penalty: 3174.045166
	Iteration 27Q: 3 clusters Score -1900095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1900099.625000 Penalty: 3174.045166
	Iteration 28Q: 3 clusters Score -1900100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1900102.750000 Penalty: 3174.045166
	Iteration 29Q: 3 clusters Score -1900103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1900106.750000 Penalty: 3174.045166
	Iteration 30Q: 3 clusters Score -1900107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1900108.625000 Penalty: 3174.045166
	Iteration 31Q: 3 clusters Score -1900109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1900112.625000 Penalty: 3174.045166
	Iteration 32Q: 3 clusters Score -1900113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1900114.875000 Penalty: 3174.045166
	Iteration 33Q: 3 clusters Score -1900115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1900114.625000 Penalty: 3174.045166
	Iteration 34Q: 3 clusters Score -1900115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1900116.625000 Penalty: 3174.045166
	Iteration 35Q: 3 clusters Score -1900117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1900120.750000 Penalty: 3174.045166
	Iteration 36Q: 3 clusters Score -1900121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1900120.125000 Penalty: 3174.045166
	Iteration 37Q: 3 clusters Score -1900120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1900118.500000 Penalty: 3174.045166
	Iteration 38Q: 3 clusters Score -1900118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1900122.000000 Penalty: 3174.045166
	Iteration 39Q: 3 clusters Score -1900122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1900122.875000 Penalty: 3174.045166
	Iteration 40F: 3 clusters Score -1900123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (58661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Entering Unmasked Estep 
Score: -6062019.000000 Penalty: 1784.173706
	Iteration 0F: 2 clusters Score -6062019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -6022861.000000 Penalty: 3568.347412
	Iteration 0F: 3 clusters Score -6022861 nChanged 27654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -6038772.000000 Penalty: 3568.347412
	Iteration 1F: 3 clusters Score -6038772 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -6039576.000000 Penalty: 3568.347412
	Iteration 2Q: 3 clusters Score -6039576 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -6040604.500000 Penalty: 3568.347412
	Iteration 3Q: 3 clusters Score -6040604 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -6042062.000000 Penalty: 3568.347412
	Iteration 4Q: 3 clusters Score -6042062 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -6044022.500000 Penalty: 3568.347412
	Iteration 5F: 3 clusters Score -6044022 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -6046369.500000 Penalty: 3568.347412
	Iteration 6F: 3 clusters Score -6046370 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -6048741.000000 Penalty: 3568.347412
	Iteration 7F: 3 clusters Score -6048741 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -6050840.500000 Penalty: 3568.347412
	Iteration 8F: 3 clusters Score -6050840 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -6052862.500000 Penalty: 3568.347412
	Iteration 9F: 3 clusters Score -6052862 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -6054729.000000 Penalty: 3568.347412
	Iteration 10Q: 3 clusters Score -6054729 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -6056280.000000 Penalty: 3568.347412
	Iteration 11Q: 3 clusters Score -6056280 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -6057586.500000 Penalty: 3568.347412
	Iteration 12Q: 3 clusters Score -6057586 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -6058533.500000 Penalty: 3568.347412
	Iteration 13Q: 3 clusters Score -6058534 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -6059149.500000 Penalty: 3568.347412
	Iteration 14Q: 3 clusters Score -6059150 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -6059577.000000 Penalty: 3568.347412
	Iteration 15Q: 3 clusters Score -6059577 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -6059882.000000 Penalty: 3568.347412
	Iteration 16Q: 3 clusters Score -6059882 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -6060090.000000 Penalty: 3568.347412
	Iteration 17Q: 3 clusters Score -6060090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -6060224.500000 Penalty: 3568.347412
	Iteration 18Q: 3 clusters Score -6060224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -6060329.000000 Penalty: 3568.347412
	Iteration 19Q: 3 clusters Score -6060329 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -6060383.000000 Penalty: 3568.347412
	Iteration 20F: 3 clusters Score -6060383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -6060427.000000 Penalty: 3568.347412
	Iteration 21Q: 3 clusters Score -6060427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -6060455.500000 Penalty: 3568.347412
	Iteration 22Q: 3 clusters Score -6060456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -6060480.500000 Penalty: 3568.347412
	Iteration 23Q: 3 clusters Score -6060480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -6060492.000000 Penalty: 3568.347412
	Iteration 24Q: 3 clusters Score -6060492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -6060496.500000 Penalty: 3568.347412
	Iteration 25Q: 3 clusters Score -6060496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -6060506.500000 Penalty: 3568.347412
	Iteration 26Q: 3 clusters Score -6060506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -6060525.000000 Penalty: 3568.347412
	Iteration 27Q: 3 clusters Score -6060525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -6060520.000000 Penalty: 3568.347412
	Iteration 28Q: 3 clusters Score -6060520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -6060524.500000 Penalty: 3568.347412
	Iteration 29Q: 3 clusters Score -6060524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -6060527.500000 Penalty: 3568.347412
	Iteration 30Q: 3 clusters Score -6060528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -6060544.500000 Penalty: 3568.347412
	Iteration 31Q: 3 clusters Score -6060544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -6060542.500000 Penalty: 3568.347412
	Iteration 32Q: 3 clusters Score -6060542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -6060554.000000 Penalty: 3568.347412
	Iteration 33Q: 3 clusters Score -6060554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -6060555.000000 Penalty: 3568.347412
	Iteration 34Q: 3 clusters Score -6060555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -6060558.000000 Penalty: 3568.347412
	Iteration 35Q: 3 clusters Score -6060558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -6060564.500000 Penalty: 3568.347412
	Iteration 36Q: 3 clusters Score -6060564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -6060567.500000 Penalty: 3568.347412
	Iteration 37Q: 3 clusters Score -6060568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -6060569.500000 Penalty: 3568.347412
	Iteration 38Q: 3 clusters Score -6060570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -6060569.500000 Penalty: 3568.347412
	Iteration 39F: 3 clusters Score -6060570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -48747.460938 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -48747.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47673.230469 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -47673.23 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47888.328125 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -47888.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47974.992188 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -47974.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48080.167969 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -48080.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48206.824219 Penalty: 2075.735840
	Iteration 4F: 3 clusters Score -48206.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48364.746094 Penalty: 2075.735840
	Iteration 5F: 3 clusters Score -48364.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48505.867188 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -48505.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48548.882812 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -48548.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48567.523438 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -48567.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48592.500000 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -48592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48603.320312 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -48603.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48604.785156 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -48604.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48604.785156 Penalty: 2075.735840
	Iteration 12F: 3 clusters Score -48604.79 nChanged 0
--- Evaluating fit on full set of 2920685 points ---
Entering Unmasked Estep 
Score: -301602560.000000 Penalty: 89510.062500
22->38 Clusters: Score -301602560.000000, best is -301616544.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 973561 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 44371 members 
Mstep: Class 3 contains 44396 members 
Mstep: Class 4 contains 44351 members 
Mstep: Class 5 contains 44124 members 
Mstep: Class 6 contains 44099 members 
Mstep: Class 7 contains 44104 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 44301 members 
Mstep: Class 10 contains 44358 members 
Mstep: Class 11 contains 44200 members 
Mstep: Class 12 contains 44330 members 
Mstep: Class 13 contains 44510 members 
Mstep: Class 14 contains 44195 members 
Mstep: Class 15 contains 44226 members 
Mstep: Class 16 contains 44166 members 
Mstep: Class 17 contains 44526 members 
Mstep: Class 18 contains 44226 members 
Mstep: Class 19 contains 44116 members 
Mstep: Class 20 contains 44361 members 
Mstep: Class 21 contains 44290 members 
Mstep: Class 22 contains 44269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1448.298340 but Gain 2240.664062
Score: -95580408.000000 Penalty: 47053.992188
Iteration 0F: 22 clusters Score -9.558041e+07 nChanged 928794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1692 members 
Mstep: Class 2 contains 13214 members 
Mstep: Class 3 contains 15226 members 
Mstep: Class 4 contains 55564 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 6 contains 47764 members 
Mstep: Class 7 contains 115105 members 
Mstep: Class 8 contains 18466 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 93105 members 
Mstep: Class 11 contains 16294 members 
Mstep: Class 12 contains 5654 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 64955 members 
Mstep: Class 15 contains 126402 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 39150 members 
Mstep: Class 19 contains 106531 members 
Mstep: Class 20 contains 159382 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 27839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98385888.000000 Penalty: 47053.992188
Iteration 1F: 22 clusters Score -9.838589e+07 nChanged 361138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1315 members 
Mstep: Class 2 contains 7877 members 
Mstep: Class 3 contains 26646 members 
Mstep: Class 4 contains 39887 members 
Mstep: Class 5 contains 19820 members 
Mstep: Class 6 contains 53550 members 
Mstep: Class 7 contains 97201 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 93465 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 27981 members 
Mstep: Class 14 contains 45671 members 
Mstep: Class 15 contains 156016 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 9237 members 
Mstep: Class 18 contains 21810 members 
Mstep: Class 19 contains 121906 members 
Mstep: Class 20 contains 197028 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 18173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99378912.000000 Penalty: 47053.992188
Iteration 2F: 22 clusters Score -9.937891e+07 nChanged 302513
Entering Unmasked Mstep 
Mstep: Class 0 contains 934 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 39122 members 
Mstep: Class 4 contains 30319 members 
Mstep: Class 5 contains 19478 members 
Mstep: Class 6 contains 80292 members 
Mstep: Class 7 contains 72343 members 
Mstep: Class 8 contains 7653 members 
Mstep: Class 9 contains 8672 members 
Mstep: Class 10 contains 81929 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 50216 members 
Mstep: Class 14 contains 33216 members 
Mstep: Class 15 contains 172275 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 5910 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 121057 members 
Mstep: Class 20 contains 205952 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100057368.000000 Penalty: 47053.992188
Iteration 3F: 22 clusters Score -1.000574e+08 nChanged 213277
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 2 contains 5935 members 
Mstep: Class 3 contains 45040 members 
Mstep: Class 4 contains 28865 members 
Mstep: Class 5 contains 16711 members 
Mstep: Class 6 contains 96203 members 
Mstep: Class 7 contains 55489 members 
Mstep: Class 8 contains 8828 members 
Mstep: Class 9 contains 7108 members 
Mstep: Class 10 contains 81733 members 
Mstep: Class 11 contains 7198 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 70235 members 
Mstep: Class 14 contains 25998 members 
Mstep: Class 15 contains 183997 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 121729 members 
Mstep: Class 20 contains 189595 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 11951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100381736.000000 Penalty: 47053.992188
Iteration 4F: 22 clusters Score -1.003817e+08 nChanged 145218
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 46019 members 
Mstep: Class 4 contains 30508 members 
Mstep: Class 5 contains 14885 members 
Mstep: Class 6 contains 96887 members 
Mstep: Class 7 contains 41877 members 
Mstep: Class 8 contains 10268 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 85419 members 
Mstep: Class 11 contains 9405 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 86121 members 
Mstep: Class 14 contains 19881 members 
Mstep: Class 15 contains 190417 members 
Mstep: Class 16 contains 1282 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 130144 members 
Mstep: Class 20 contains 176923 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 22 contains 8384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100564448.000000 Penalty: 47053.992188
Iteration 5F: 22 clusters Score -1.005644e+08 nChanged 106812
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 43964 members 
Mstep: Class 4 contains 31420 members 
Mstep: Class 5 contains 13897 members 
Mstep: Class 6 contains 96089 members 
Mstep: Class 7 contains 29754 members 
Mstep: Class 8 contains 11041 members 
Mstep: Class 9 contains 3842 members 
Mstep: Class 10 contains 93726 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 98145 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 193942 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 130318 members 
Mstep: Class 20 contains 174184 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 5860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100660488.000000 Penalty: 47053.992188
Iteration 6F: 22 clusters Score -1.006605e+08 nChanged 80152
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 2 contains 6351 members 
Mstep: Class 3 contains 40949 members 
Mstep: Class 4 contains 30344 members 
Mstep: Class 5 contains 13447 members 
Mstep: Class 6 contains 94981 members 
Mstep: Class 7 contains 21590 members 
Mstep: Class 8 contains 11430 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 107575 members 
Mstep: Class 11 contains 12620 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 13 contains 106104 members 
Mstep: Class 14 contains 12425 members 
Mstep: Class 15 contains 192942 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 130886 members 
Mstep: Class 20 contains 169320 members 
Mstep: Class 21 contains 859 members 
Mstep: Class 22 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100722048.000000 Penalty: 47053.992188
Iteration 7F: 22 clusters Score -1.00722e+08 nChanged 61708
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 38371 members 
Mstep: Class 4 contains 28796 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 94037 members 
Mstep: Class 7 contains 16713 members 
Mstep: Class 8 contains 11670 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 122820 members 
Mstep: Class 11 contains 13220 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 110550 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 188806 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 134378 members 
Mstep: Class 20 contains 161032 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2074.283691 but Gain 2240.667969
Score: -100766752.000000 Penalty: 44813.324219
Iteration 8F: 21 clusters Score -1.007668e+08 nChanged 50914
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 3 contains 36527 members 
Mstep: Class 4 contains 28032 members 
Mstep: Class 5 contains 13378 members 
Mstep: Class 6 contains 93280 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 10 contains 136080 members 
Mstep: Class 11 contains 13481 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 112959 members 
Mstep: Class 14 contains 10583 members 
Mstep: Class 15 contains 182337 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 140347 members 
Mstep: Class 20 contains 152413 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 5012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100804840.000000 Penalty: 44813.324219
Iteration 9F: 21 clusters Score -1.008048e+08 nChanged 41630
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 35252 members 
Mstep: Class 4 contains 27974 members 
Mstep: Class 5 contains 13315 members 
Mstep: Class 6 contains 92711 members 
Mstep: Class 7 contains 12556 members 
Mstep: Class 8 contains 11866 members 
Mstep: Class 10 contains 147246 members 
Mstep: Class 11 contains 13609 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 113102 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 173985 members 
Mstep: Class 16 contains 1048 members 
Mstep: Class 17 contains 8366 members 
Mstep: Class 18 contains 4442 members 
Mstep: Class 19 contains 148068 members 
Mstep: Class 20 contains 144323 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100831920.000000 Penalty: 44813.324219
Iteration 10Q: 21 clusters Score -1.008319e+08 nChanged 37769
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 34413 members 
Mstep: Class 4 contains 28492 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 92223 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 11841 members 
Mstep: Class 10 contains 156896 members 
Mstep: Class 11 contains 13744 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 112623 members 
Mstep: Class 14 contains 10705 members 
Mstep: Class 15 contains 163845 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 8469 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 157412 members 
Mstep: Class 20 contains 136933 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854680.000000 Penalty: 44813.324219
Iteration 11Q: 21 clusters Score -1.008547e+08 nChanged 33114
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 33867 members 
Mstep: Class 4 contains 28898 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 91832 members 
Mstep: Class 7 contains 10639 members 
Mstep: Class 8 contains 11748 members 
Mstep: Class 10 contains 164983 members 
Mstep: Class 11 contains 13825 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 112110 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 153120 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 8464 members 
Mstep: Class 18 contains 4186 members 
Mstep: Class 19 contains 167216 members 
Mstep: Class 20 contains 130769 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 7064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100873200.000000 Penalty: 44813.324219
Iteration 12Q: 21 clusters Score -1.008732e+08 nChanged 29108
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 33542 members 
Mstep: Class 4 contains 28875 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 91522 members 
Mstep: Class 7 contains 10112 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 10 contains 171473 members 
Mstep: Class 11 contains 13798 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 111688 members 
Mstep: Class 14 contains 11394 members 
Mstep: Class 15 contains 142902 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 18 contains 3976 members 
Mstep: Class 19 contains 176540 members 
Mstep: Class 20 contains 126212 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100880120.000000 Penalty: 44813.324219
Iteration 13Q: 21 clusters Score -1.008801e+08 nChanged 25404
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 33292 members 
Mstep: Class 4 contains 28271 members 
Mstep: Class 5 contains 12575 members 
Mstep: Class 6 contains 91266 members 
Mstep: Class 7 contains 9778 members 
Mstep: Class 8 contains 11709 members 
Mstep: Class 10 contains 176700 members 
Mstep: Class 11 contains 13759 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 111356 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 134793 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 8243 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 183644 members 
Mstep: Class 20 contains 123301 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 8288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878104.000000 Penalty: 44813.324219
Iteration 14Q: 21 clusters Score -1.008781e+08 nChanged 21587
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 33097 members 
Mstep: Class 4 contains 27311 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 9639 members 
Mstep: Class 8 contains 11764 members 
Mstep: Class 10 contains 181041 members 
Mstep: Class 11 contains 13722 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 110926 members 
Mstep: Class 14 contains 12203 members 
Mstep: Class 15 contains 131687 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 8037 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 185769 members 
Mstep: Class 20 contains 121346 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878096.000000 Penalty: 44813.324219
Iteration 15Q: 21 clusters Score -1.008781e+08 nChanged 17702
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6968 members 
Mstep: Class 3 contains 32997 members 
Mstep: Class 4 contains 26285 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 90948 members 
Mstep: Class 7 contains 9612 members 
Mstep: Class 8 contains 11787 members 
Mstep: Class 10 contains 184538 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 110480 members 
Mstep: Class 14 contains 12670 members 
Mstep: Class 15 contains 130891 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 7761 members 
Mstep: Class 18 contains 3768 members 
Mstep: Class 19 contains 185662 members 
Mstep: Class 20 contains 119979 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 9171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100877080.000000 Penalty: 44813.324219
Iteration 16Q: 21 clusters Score -1.008771e+08 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6970 members 
Mstep: Class 3 contains 32980 members 
Mstep: Class 4 contains 25310 members 
Mstep: Class 5 contains 12276 members 
Mstep: Class 6 contains 90891 members 
Mstep: Class 7 contains 9630 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 10 contains 187209 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 110096 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 131377 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 3736 members 
Mstep: Class 19 contains 184518 members 
Mstep: Class 20 contains 118964 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 9490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100877072.000000 Penalty: 44813.324219
Iteration 17Q: 21 clusters Score -1.008771e+08 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 33030 members 
Mstep: Class 4 contains 24433 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 90892 members 
Mstep: Class 7 contains 9695 members 
Mstep: Class 8 contains 11839 members 
Mstep: Class 10 contains 189316 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 109694 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 132375 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 7104 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 183059 members 
Mstep: Class 20 contains 118179 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 9777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878472.000000 Penalty: 44813.324219
Iteration 18Q: 21 clusters Score -1.008785e+08 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6911 members 
Mstep: Class 3 contains 33114 members 
Mstep: Class 4 contains 23673 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 90905 members 
Mstep: Class 7 contains 9769 members 
Mstep: Class 8 contains 11851 members 
Mstep: Class 10 contains 190907 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 109413 members 
Mstep: Class 14 contains 13749 members 
Mstep: Class 15 contains 133414 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 3631 members 
Mstep: Class 19 contains 181827 members 
Mstep: Class 20 contains 117510 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 10010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100879552.000000 Penalty: 44813.324219
Iteration 19Q: 21 clusters Score -1.008796e+08 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 33196 members 
Mstep: Class 4 contains 23016 members 
Mstep: Class 5 contains 12407 members 
Mstep: Class 6 contains 90919 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 11865 members 
Mstep: Class 10 contains 192156 members 
Mstep: Class 11 contains 13662 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 109142 members 
Mstep: Class 14 contains 14007 members 
Mstep: Class 15 contains 134279 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6480 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 180874 members 
Mstep: Class 20 contains 117023 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100882504.000000 Penalty: 44813.324219
Iteration 20F: 21 clusters Score -1.008825e+08 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 33295 members 
Mstep: Class 4 contains 22435 members 
Mstep: Class 5 contains 11960 members 
Mstep: Class 6 contains 90937 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 8 contains 11867 members 
Mstep: Class 10 contains 193204 members 
Mstep: Class 11 contains 13596 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 108794 members 
Mstep: Class 14 contains 14227 members 
Mstep: Class 15 contains 134727 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 18 contains 4075 members 
Mstep: Class 19 contains 180353 members 
Mstep: Class 20 contains 116594 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 10444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884536.000000 Penalty: 44813.324219
Iteration 21Q: 21 clusters Score -1.008845e+08 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 2 contains 6828 members 
Mstep: Class 3 contains 33403 members 
Mstep: Class 4 contains 21952 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 90957 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 11870 members 
Mstep: Class 10 contains 193891 members 
Mstep: Class 11 contains 13560 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 108504 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 135008 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 180067 members 
Mstep: Class 20 contains 116253 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 10659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886736.000000 Penalty: 44813.324219
Iteration 22Q: 21 clusters Score -1.008867e+08 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 33492 members 
Mstep: Class 4 contains 21546 members 
Mstep: Class 5 contains 11331 members 
Mstep: Class 6 contains 90976 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 8 contains 11859 members 
Mstep: Class 10 contains 194414 members 
Mstep: Class 11 contains 13586 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 108263 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 135264 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 179881 members 
Mstep: Class 20 contains 115922 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888376.000000 Penalty: 44813.324219
Iteration 23Q: 21 clusters Score -1.008884e+08 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 33550 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 11297 members 
Mstep: Class 6 contains 90990 members 
Mstep: Class 7 contains 10148 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 10 contains 194834 members 
Mstep: Class 11 contains 13628 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 108034 members 
Mstep: Class 14 contains 14833 members 
Mstep: Class 15 contains 135406 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 4859 members 
Mstep: Class 19 contains 179892 members 
Mstep: Class 20 contains 115658 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 11007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888968.000000 Penalty: 44813.324219
Iteration 24Q: 21 clusters Score -1.00889e+08 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 2 contains 6662 members 
Mstep: Class 3 contains 33611 members 
Mstep: Class 4 contains 20843 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 91002 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 11861 members 
Mstep: Class 10 contains 195189 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 107848 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 135546 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 5497 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 179890 members 
Mstep: Class 20 contains 115446 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 11134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889664.000000 Penalty: 44813.324219
Iteration 25Q: 21 clusters Score -1.008897e+08 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 33645 members 
Mstep: Class 4 contains 20514 members 
Mstep: Class 5 contains 11498 members 
Mstep: Class 6 contains 91008 members 
Mstep: Class 7 contains 10162 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 10 contains 195548 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 107680 members 
Mstep: Class 14 contains 15087 members 
Mstep: Class 15 contains 135560 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 18 contains 4746 members 
Mstep: Class 19 contains 179985 members 
Mstep: Class 20 contains 115281 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 11251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100890944.000000 Penalty: 44813.324219
Iteration 26Q: 21 clusters Score -1.008909e+08 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 33609 members 
Mstep: Class 4 contains 20214 members 
Mstep: Class 5 contains 11555 members 
Mstep: Class 6 contains 91015 members 
Mstep: Class 7 contains 10151 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 10 contains 195864 members 
Mstep: Class 11 contains 13851 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 107536 members 
Mstep: Class 14 contains 15156 members 
Mstep: Class 15 contains 135428 members 
Mstep: Class 16 contains 821 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 180223 members 
Mstep: Class 20 contains 115146 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 11365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100892376.000000 Penalty: 44813.324219
Iteration 27Q: 21 clusters Score -1.008924e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 19938 members 
Mstep: Class 5 contains 11598 members 
Mstep: Class 6 contains 91029 members 
Mstep: Class 7 contains 10147 members 
Mstep: Class 8 contains 11886 members 
Mstep: Class 10 contains 196086 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 107349 members 
Mstep: Class 14 contains 15210 members 
Mstep: Class 15 contains 135228 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 4667 members 
Mstep: Class 19 contains 180531 members 
Mstep: Class 20 contains 115041 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 11465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100893232.000000 Penalty: 44813.324219
Iteration 28Q: 21 clusters Score -1.008932e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 3 contains 33465 members 
Mstep: Class 4 contains 19660 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 91043 members 
Mstep: Class 7 contains 10137 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 10 contains 196268 members 
Mstep: Class 11 contains 13947 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 107159 members 
Mstep: Class 14 contains 15274 members 
Mstep: Class 15 contains 134972 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 180907 members 
Mstep: Class 20 contains 114945 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100894360.000000 Penalty: 44813.324219
Iteration 29Q: 21 clusters Score -1.008944e+08 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 33395 members 
Mstep: Class 4 contains 19388 members 
Mstep: Class 5 contains 11705 members 
Mstep: Class 6 contains 91046 members 
Mstep: Class 7 contains 10132 members 
Mstep: Class 8 contains 11883 members 
Mstep: Class 10 contains 196443 members 
Mstep: Class 11 contains 13986 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 106999 members 
Mstep: Class 14 contains 15324 members 
Mstep: Class 15 contains 134748 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 4611 members 
Mstep: Class 19 contains 181267 members 
Mstep: Class 20 contains 114873 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 11646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895592.000000 Penalty: 44813.324219
Iteration 30Q: 21 clusters Score -1.008956e+08 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 33358 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 91045 members 
Mstep: Class 7 contains 10128 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 10 contains 196564 members 
Mstep: Class 11 contains 14040 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 106794 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 15 contains 134545 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 181618 members 
Mstep: Class 20 contains 114818 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 11721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896728.000000 Penalty: 44813.324219
Iteration 31Q: 21 clusters Score -1.008967e+08 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7174 members 
Mstep: Class 3 contains 33290 members 
Mstep: Class 4 contains 18904 members 
Mstep: Class 5 contains 11865 members 
Mstep: Class 6 contains 91042 members 
Mstep: Class 7 contains 10127 members 
Mstep: Class 8 contains 11895 members 
Mstep: Class 10 contains 196667 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 106625 members 
Mstep: Class 14 contains 15411 members 
Mstep: Class 15 contains 134446 members 
Mstep: Class 16 contains 815 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 181900 members 
Mstep: Class 20 contains 114779 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 11772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898176.000000 Penalty: 44813.324219
Iteration 32Q: 21 clusters Score -1.008982e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 33238 members 
Mstep: Class 4 contains 18691 members 
Mstep: Class 5 contains 11925 members 
Mstep: Class 6 contains 91051 members 
Mstep: Class 7 contains 10135 members 
Mstep: Class 8 contains 11894 members 
Mstep: Class 10 contains 196696 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 106499 members 
Mstep: Class 14 contains 15456 members 
Mstep: Class 15 contains 134402 members 
Mstep: Class 16 contains 814 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 4606 members 
Mstep: Class 19 contains 182102 members 
Mstep: Class 20 contains 114743 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 11815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899416.000000 Penalty: 44813.324219
Iteration 33Q: 21 clusters Score -1.008994e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 33158 members 
Mstep: Class 4 contains 18495 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 91055 members 
Mstep: Class 7 contains 10149 members 
Mstep: Class 8 contains 11896 members 
Mstep: Class 10 contains 196767 members 
Mstep: Class 11 contains 14176 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 106337 members 
Mstep: Class 14 contains 15509 members 
Mstep: Class 15 contains 134368 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4885 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 182275 members 
Mstep: Class 20 contains 114715 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100900720.000000 Penalty: 44813.324219
Iteration 34Q: 21 clusters Score -1.009007e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 33045 members 
Mstep: Class 4 contains 18307 members 
Mstep: Class 5 contains 12095 members 
Mstep: Class 6 contains 91056 members 
Mstep: Class 7 contains 10153 members 
Mstep: Class 8 contains 11902 members 
Mstep: Class 10 contains 196896 members 
Mstep: Class 11 contains 14220 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 106173 members 
Mstep: Class 14 contains 15549 members 
Mstep: Class 15 contains 134290 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4835 members 
Mstep: Class 18 contains 4611 members 
Mstep: Class 19 contains 182480 members 
Mstep: Class 20 contains 114695 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 11877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100901840.000000 Penalty: 44813.324219
Iteration 35Q: 21 clusters Score -1.009018e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 3 contains 32938 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 12173 members 
Mstep: Class 6 contains 91057 members 
Mstep: Class 7 contains 10159 members 
Mstep: Class 8 contains 11902 members 
Mstep: Class 10 contains 196999 members 
Mstep: Class 11 contains 14260 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 105997 members 
Mstep: Class 14 contains 15600 members 
Mstep: Class 15 contains 134200 members 
Mstep: Class 16 contains 814 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 182698 members 
Mstep: Class 20 contains 114680 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902664.000000 Penalty: 44813.324219
Iteration 36Q: 21 clusters Score -1.009027e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 32847 members 
Mstep: Class 4 contains 17966 members 
Mstep: Class 5 contains 12233 members 
Mstep: Class 6 contains 91057 members 
Mstep: Class 7 contains 10167 members 
Mstep: Class 8 contains 11908 members 
Mstep: Class 10 contains 197098 members 
Mstep: Class 11 contains 14302 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 105847 members 
Mstep: Class 14 contains 15669 members 
Mstep: Class 15 contains 134093 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4767 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 182908 members 
Mstep: Class 20 contains 114658 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 11923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903688.000000 Penalty: 44813.324219
Iteration 37Q: 21 clusters Score -1.009037e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 7617 members 
Mstep: Class 3 contains 32751 members 
Mstep: Class 4 contains 17814 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 91059 members 
Mstep: Class 7 contains 10171 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 10 contains 197223 members 
Mstep: Class 11 contains 14337 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 105693 members 
Mstep: Class 14 contains 15726 members 
Mstep: Class 15 contains 133923 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 183170 members 
Mstep: Class 20 contains 114641 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 11942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904616.000000 Penalty: 44813.324219
Iteration 38Q: 21 clusters Score -1.009046e+08 nChanged 2542
Entering ConstructFrom: 
Score: -100904616.000000 Penalty: 44813.324219
Entering ConstructFrom: 
Trying to split cluster 2 (7694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Entering Unmasked Estep 
Score: -743501.812500 Penalty: 1454.081909
	Iteration 0F: 2 clusters Score -743501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -737859.812500 Penalty: 2908.163818
	Iteration 0F: 3 clusters Score -737859.8 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -740202.312500 Penalty: 2908.163818
	Iteration 1F: 3 clusters Score -740202.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -741476.125000 Penalty: 2908.163818
	Iteration 2F: 3 clusters Score -741476.1 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -742796.000000 Penalty: 2908.163818
	Iteration 3F: 3 clusters Score -742796 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -743737.687500 Penalty: 2908.163818
	Iteration 4F: 3 clusters Score -743737.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -744438.625000 Penalty: 2908.163818
	Iteration 5F: 3 clusters Score -744438.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -744951.375000 Penalty: 2908.163818
	Iteration 6Q: 3 clusters Score -744951.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -745123.937500 Penalty: 2908.163818
	Iteration 7Q: 3 clusters Score -745123.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -745168.500000 Penalty: 2908.163818
	Iteration 8Q: 3 clusters Score -745168.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -745184.437500 Penalty: 2908.163818
	Iteration 9Q: 3 clusters Score -745184.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -745195.500000 Penalty: 2908.163818
	Iteration 10Q: 3 clusters Score -745195.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -745201.125000 Penalty: 2908.163818
	Iteration 11Q: 3 clusters Score -745201.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -745202.375000 Penalty: 2908.163818
	Iteration 12Q: 3 clusters Score -745202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -745203.812500 Penalty: 2908.163818
	Iteration 13Q: 3 clusters Score -745203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -745206.125000 Penalty: 2908.163818
	Iteration 14Q: 3 clusters Score -745206.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -745206.937500 Penalty: 2908.163818
	Iteration 15Q: 3 clusters Score -745206.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -745207.875000 Penalty: 2908.163818
	Iteration 16Q: 3 clusters Score -745207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -745209.250000 Penalty: 2908.163818
	Iteration 17Q: 3 clusters Score -745209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -745210.625000 Penalty: 2908.163818
	Iteration 18Q: 3 clusters Score -745210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -745210.250000 Penalty: 2908.163818
	Iteration 19Q: 3 clusters Score -745210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -745210.437500 Penalty: 2908.163818
	Iteration 20F: 3 clusters Score -745210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -745212.187500 Penalty: 2908.163818
	Iteration 21Q: 3 clusters Score -745212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -745212.187500 Penalty: 2908.163818
	Iteration 22F: 3 clusters Score -745212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 32665 members 
Mstep: Class 4 contains 17640 members 
Mstep: Class 5 contains 12289 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 10 contains 197368 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 105568 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Entering Unmasked Estep 
Score: -100905712.000000 Penalty: 47053.992188
Splitting cluster 2 changes total score from -100904616.000000 to -100905712.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (32665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Entering Unmasked Estep 
Score: -3361047.500000 Penalty: 1689.034668
	Iteration 0F: 2 clusters Score -3361048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3339304.250000 Penalty: 3378.069336
	Iteration 0F: 3 clusters Score -3339304 nChanged 15042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3348922.000000 Penalty: 3378.069336
	Iteration 1F: 3 clusters Score -3348922 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3351577.000000 Penalty: 3378.069336
	Iteration 2F: 3 clusters Score -3351577 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3355033.000000 Penalty: 3378.069336
	Iteration 3F: 3 clusters Score -3355033 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3358609.000000 Penalty: 3378.069336
	Iteration 4F: 3 clusters Score -3358609 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3361215.750000 Penalty: 3378.069336
	Iteration 5F: 3 clusters Score -3361216 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3362617.000000 Penalty: 3378.069336
	Iteration 6F: 3 clusters Score -3362617 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3363362.750000 Penalty: 3378.069336
	Iteration 7Q: 3 clusters Score -3363363 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3363883.000000 Penalty: 3378.069336
	Iteration 8Q: 3 clusters Score -3363883 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3364183.750000 Penalty: 3378.069336
	Iteration 9Q: 3 clusters Score -3364184 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3364364.500000 Penalty: 3378.069336
	Iteration 10Q: 3 clusters Score -3364364 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3364451.750000 Penalty: 3378.069336
	Iteration 11Q: 3 clusters Score -3364452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3364487.750000 Penalty: 3378.069336
	Iteration 12Q: 3 clusters Score -3364488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3364514.500000 Penalty: 3378.069336
	Iteration 13Q: 3 clusters Score -3364514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3364516.750000 Penalty: 3378.069336
	Iteration 14Q: 3 clusters Score -3364517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3364532.750000 Penalty: 3378.069336
	Iteration 15Q: 3 clusters Score -3364533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3364528.500000 Penalty: 3378.069336
	Iteration 16Q: 3 clusters Score -3364528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3364537.500000 Penalty: 3378.069336
	Iteration 17Q: 3 clusters Score -3364538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3364539.750000 Penalty: 3378.069336
	Iteration 18Q: 3 clusters Score -3364540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3364540.750000 Penalty: 3378.069336
	Iteration 19Q: 3 clusters Score -3364541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3364550.250000 Penalty: 3378.069336
	Iteration 20F: 3 clusters Score -3364550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3364552.750000 Penalty: 3378.069336
	Iteration 21Q: 3 clusters Score -3364553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3364549.250000 Penalty: 3378.069336
	Iteration 22Q: 3 clusters Score -3364549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3364550.750000 Penalty: 3378.069336
	Iteration 23Q: 3 clusters Score -3364551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3364549.250000 Penalty: 3378.069336
	Iteration 24Q: 3 clusters Score -3364549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3364552.500000 Penalty: 3378.069336
	Iteration 25Q: 3 clusters Score -3364552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3364555.250000 Penalty: 3378.069336
	Iteration 26Q: 3 clusters Score -3364555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3364556.000000 Penalty: 3378.069336
	Iteration 27Q: 3 clusters Score -3364556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3364548.000000 Penalty: 3378.069336
	Iteration 28Q: 3 clusters Score -3364548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3364549.500000 Penalty: 3378.069336
	Iteration 29Q: 3 clusters Score -3364550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3364546.000000 Penalty: 3378.069336
	Iteration 30Q: 3 clusters Score -3364546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3364546.500000 Penalty: 3378.069336
	Iteration 31Q: 3 clusters Score -3364546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3364549.500000 Penalty: 3378.069336
	Iteration 32Q: 3 clusters Score -3364550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3364551.500000 Penalty: 3378.069336
	Iteration 33Q: 3 clusters Score -3364552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3364554.250000 Penalty: 3378.069336
	Iteration 34Q: 3 clusters Score -3364554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3364555.000000 Penalty: 3378.069336
	Iteration 35Q: 3 clusters Score -3364555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3364557.500000 Penalty: 3378.069336
	Iteration 36Q: 3 clusters Score -3364558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3364556.000000 Penalty: 3378.069336
	Iteration 37Q: 3 clusters Score -3364556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3364556.000000 Penalty: 3378.069336
	Iteration 38Q: 3 clusters Score -3364556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3364557.250000 Penalty: 3378.069336
	Iteration 39Q: 3 clusters Score -3364557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3364558.750000 Penalty: 3378.069336
	Iteration 40F: 3 clusters Score -3364559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3364558.250000 Penalty: 3378.069336
	Iteration 41Q: 3 clusters Score -3364558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3364560.750000 Penalty: 3378.069336
	Iteration 42Q: 3 clusters Score -3364561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3364561.250000 Penalty: 3378.069336
	Iteration 43Q: 3 clusters Score -3364561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3364560.750000 Penalty: 3378.069336
	Iteration 44Q: 3 clusters Score -3364561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3364557.750000 Penalty: 3378.069336
	Iteration 45Q: 3 clusters Score -3364558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3364557.750000 Penalty: 3378.069336
	Iteration 46F: 3 clusters Score -3364558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 17640 members 
Mstep: Class 5 contains 12289 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 197368 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 105568 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Entering Unmasked Estep 
Score: -100908600.000000 Penalty: 49294.656250
Splitting cluster 3 changes total score from -100904616.000000 to -100908600.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (17640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Entering Unmasked Estep 
Score: -1916889.125000 Penalty: 1588.912720
	Iteration 0F: 2 clusters Score -1916889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1904757.625000 Penalty: 3177.825439
	Iteration 0F: 3 clusters Score -1904758 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1909288.000000 Penalty: 3177.825439
	Iteration 1F: 3 clusters Score -1909288 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1909943.750000 Penalty: 3177.825439
	Iteration 2F: 3 clusters Score -1909944 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1910907.250000 Penalty: 3177.825439
	Iteration 3F: 3 clusters Score -1910907 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1912286.875000 Penalty: 3177.825439
	Iteration 4F: 3 clusters Score -1912287 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1913963.000000 Penalty: 3177.825439
	Iteration 5F: 3 clusters Score -1913963 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1916262.375000 Penalty: 3177.825439
	Iteration 6F: 3 clusters Score -1916262 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1918160.750000 Penalty: 3177.825439
	Iteration 7F: 3 clusters Score -1918161 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1919125.000000 Penalty: 3177.825439
	Iteration 8F: 3 clusters Score -1919125 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1919963.750000 Penalty: 3177.825439
	Iteration 9Q: 3 clusters Score -1919964 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1920881.875000 Penalty: 3177.825439
	Iteration 10Q: 3 clusters Score -1920882 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1921953.250000 Penalty: 3177.825439
	Iteration 11Q: 3 clusters Score -1921953 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1922823.000000 Penalty: 3177.825439
	Iteration 12Q: 3 clusters Score -1922823 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1923313.375000 Penalty: 3177.825439
	Iteration 13Q: 3 clusters Score -1923313 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1923605.500000 Penalty: 3177.825439
	Iteration 14Q: 3 clusters Score -1923606 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1923735.875000 Penalty: 3177.825439
	Iteration 15Q: 3 clusters Score -1923736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1923792.000000 Penalty: 3177.825439
	Iteration 16Q: 3 clusters Score -1923792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1923828.375000 Penalty: 3177.825439
	Iteration 17Q: 3 clusters Score -1923828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1923846.375000 Penalty: 3177.825439
	Iteration 18Q: 3 clusters Score -1923846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1923855.375000 Penalty: 3177.825439
	Iteration 19Q: 3 clusters Score -1923855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1923859.250000 Penalty: 3177.825439
	Iteration 20F: 3 clusters Score -1923859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1923860.125000 Penalty: 3177.825439
	Iteration 21Q: 3 clusters Score -1923860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1923860.625000 Penalty: 3177.825439
	Iteration 22Q: 3 clusters Score -1923861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1923866.500000 Penalty: 3177.825439
	Iteration 23Q: 3 clusters Score -1923866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1923873.250000 Penalty: 3177.825439
	Iteration 24Q: 3 clusters Score -1923873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1923875.875000 Penalty: 3177.825439
	Iteration 25Q: 3 clusters Score -1923876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1923875.875000 Penalty: 3177.825439
	Iteration 26F: 3 clusters Score -1923876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 12289 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 197368 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 105568 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Entering Unmasked Estep 
Score: -100915512.000000 Penalty: 51535.324219
Splitting cluster 4 changes total score from -100904616.000000 to -100915512.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (12289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Entering Unmasked Estep 
Score: -1181742.250000 Penalty: 1530.174805
	Iteration 0F: 2 clusters Score -1181742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1173285.500000 Penalty: 3060.349609
	Iteration 0F: 3 clusters Score -1173286 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1177559.375000 Penalty: 3060.349609
	Iteration 1F: 3 clusters Score -1177559 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1179071.000000 Penalty: 3060.349609
	Iteration 2F: 3 clusters Score -1179071 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1180466.750000 Penalty: 3060.349609
	Iteration 3F: 3 clusters Score -1180467 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1181590.375000 Penalty: 3060.349609
	Iteration 4F: 3 clusters Score -1181590 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1182183.375000 Penalty: 3060.349609
	Iteration 5F: 3 clusters Score -1182183 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1182455.125000 Penalty: 3060.349609
	Iteration 6Q: 3 clusters Score -1182455 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1182604.250000 Penalty: 3060.349609
	Iteration 7Q: 3 clusters Score -1182604 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1182687.875000 Penalty: 3060.349609
	Iteration 8Q: 3 clusters Score -1182688 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1182732.875000 Penalty: 3060.349609
	Iteration 9Q: 3 clusters Score -1182733 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1182758.000000 Penalty: 3060.349609
	Iteration 10Q: 3 clusters Score -1182758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1182775.500000 Penalty: 3060.349609
	Iteration 11Q: 3 clusters Score -1182776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1182791.375000 Penalty: 3060.349609
	Iteration 12Q: 3 clusters Score -1182791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1182813.000000 Penalty: 3060.349609
	Iteration 13Q: 3 clusters Score -1182813 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1182830.125000 Penalty: 3060.349609
	Iteration 14Q: 3 clusters Score -1182830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1182844.250000 Penalty: 3060.349609
	Iteration 15Q: 3 clusters Score -1182844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1182860.125000 Penalty: 3060.349609
	Iteration 16Q: 3 clusters Score -1182860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1182871.500000 Penalty: 3060.349609
	Iteration 17Q: 3 clusters Score -1182872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1182880.875000 Penalty: 3060.349609
	Iteration 18Q: 3 clusters Score -1182881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1182887.625000 Penalty: 3060.349609
	Iteration 19Q: 3 clusters Score -1182888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1182899.875000 Penalty: 3060.349609
	Iteration 20F: 3 clusters Score -1182900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1182900.750000 Penalty: 3060.349609
	Iteration 21Q: 3 clusters Score -1182901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1182904.125000 Penalty: 3060.349609
	Iteration 22Q: 3 clusters Score -1182904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1182911.000000 Penalty: 3060.349609
	Iteration 23Q: 3 clusters Score -1182911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1182913.625000 Penalty: 3060.349609
	Iteration 24Q: 3 clusters Score -1182914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1182915.375000 Penalty: 3060.349609
	Iteration 25Q: 3 clusters Score -1182915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1182919.000000 Penalty: 3060.349609
	Iteration 26Q: 3 clusters Score -1182919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1182920.750000 Penalty: 3060.349609
	Iteration 27Q: 3 clusters Score -1182921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1182921.500000 Penalty: 3060.349609
	Iteration 28Q: 3 clusters Score -1182922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1182920.875000 Penalty: 3060.349609
	Iteration 29Q: 3 clusters Score -1182921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1182922.000000 Penalty: 3060.349609
	Iteration 30Q: 3 clusters Score -1182922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1182921.750000 Penalty: 3060.349609
	Iteration 31Q: 3 clusters Score -1182922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1182920.875000 Penalty: 3060.349609
	Iteration 32Q: 3 clusters Score -1182921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1182923.875000 Penalty: 3060.349609
	Iteration 33Q: 3 clusters Score -1182924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1182926.375000 Penalty: 3060.349609
	Iteration 34Q: 3 clusters Score -1182926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1182925.625000 Penalty: 3060.349609
	Iteration 35Q: 3 clusters Score -1182926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1182927.000000 Penalty: 3060.349609
	Iteration 36Q: 3 clusters Score -1182927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1182926.625000 Penalty: 3060.349609
	Iteration 37Q: 3 clusters Score -1182927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1182928.125000 Penalty: 3060.349609
	Iteration 38Q: 3 clusters Score -1182928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1182926.000000 Penalty: 3060.349609
	Iteration 39Q: 3 clusters Score -1182926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1182928.875000 Penalty: 3060.349609
	Iteration 40F: 3 clusters Score -1182929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1182930.375000 Penalty: 3060.349609
	Iteration 41Q: 3 clusters Score -1182930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1182928.625000 Penalty: 3060.349609
	Iteration 42Q: 3 clusters Score -1182929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1182926.000000 Penalty: 3060.349609
	Iteration 43Q: 3 clusters Score -1182926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1182928.000000 Penalty: 3060.349609
	Iteration 44Q: 3 clusters Score -1182928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1182928.750000 Penalty: 3060.349609
	Iteration 45Q: 3 clusters Score -1182929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1182930.625000 Penalty: 3060.349609
	Iteration 46Q: 3 clusters Score -1182931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1182930.750000 Penalty: 3060.349609
	Iteration 47Q: 3 clusters Score -1182931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1182933.125000 Penalty: 3060.349609
	Iteration 48Q: 3 clusters Score -1182933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1182932.500000 Penalty: 3060.349609
	Iteration 49Q: 3 clusters Score -1182932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1182932.500000 Penalty: 3060.349609
	Iteration 50F: 3 clusters Score -1182932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 197368 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 105568 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 9578 members 
Entering Unmasked Estep 
Score: -100915968.000000 Penalty: 53775.988281
Splitting cluster 5 changes total score from -100904616.000000 to -100915968.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (91068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91068 members 
Entering Unmasked Estep 
Score: -9902411.000000 Penalty: 1855.646362
	Iteration 0F: 2 clusters Score -9902411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9841675.000000 Penalty: 3711.292725
	Iteration 0F: 3 clusters Score -9841675 nChanged 43412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -9866727.000000 Penalty: 3711.292725
	Iteration 1F: 3 clusters Score -9866727 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -9867757.000000 Penalty: 3711.292725
	Iteration 2Q: 3 clusters Score -9867757 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -9869268.000000 Penalty: 3711.292725
	Iteration 3Q: 3 clusters Score -9869268 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -9871240.000000 Penalty: 3711.292725
	Iteration 4F: 3 clusters Score -9871240 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -9873917.000000 Penalty: 3711.292725
	Iteration 5F: 3 clusters Score -9873917 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -9877060.000000 Penalty: 3711.292725
	Iteration 6F: 3 clusters Score -9877060 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -9880648.000000 Penalty: 3711.292725
	Iteration 7F: 3 clusters Score -9880648 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -9884122.000000 Penalty: 3711.292725
	Iteration 8F: 3 clusters Score -9884122 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -9887402.000000 Penalty: 3711.292725
	Iteration 9F: 3 clusters Score -9887402 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -9890404.000000 Penalty: 3711.292725
	Iteration 10Q: 3 clusters Score -9890404 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -9893128.000000 Penalty: 3711.292725
	Iteration 11Q: 3 clusters Score -9893128 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -9895810.000000 Penalty: 3711.292725
	Iteration 12Q: 3 clusters Score -9895810 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -9897745.000000 Penalty: 3711.292725
	Iteration 13Q: 3 clusters Score -9897745 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9898951.000000 Penalty: 3711.292725
	Iteration 14Q: 3 clusters Score -9898951 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9899724.000000 Penalty: 3711.292725
	Iteration 15Q: 3 clusters Score -9899724 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9900201.000000 Penalty: 3711.292725
	Iteration 16Q: 3 clusters Score -9900201 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9900426.000000 Penalty: 3711.292725
	Iteration 17Q: 3 clusters Score -9900426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9900589.000000 Penalty: 3711.292725
	Iteration 18Q: 3 clusters Score -9900589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9900669.000000 Penalty: 3711.292725
	Iteration 19Q: 3 clusters Score -9900669 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90568 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9900718.000000 Penalty: 3711.292725
	Iteration 20F: 3 clusters Score -9900718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9900775.000000 Penalty: 3711.292725
	Iteration 21Q: 3 clusters Score -9900775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9900808.000000 Penalty: 3711.292725
	Iteration 22Q: 3 clusters Score -9900808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9900818.000000 Penalty: 3711.292725
	Iteration 23Q: 3 clusters Score -9900818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9900835.000000 Penalty: 3711.292725
	Iteration 24Q: 3 clusters Score -9900835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9900850.000000 Penalty: 3711.292725
	Iteration 25Q: 3 clusters Score -9900850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9900860.000000 Penalty: 3711.292725
	Iteration 26Q: 3 clusters Score -9900860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9900878.000000 Penalty: 3711.292725
	Iteration 27Q: 3 clusters Score -9900878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9900883.000000 Penalty: 3711.292725
	Iteration 28Q: 3 clusters Score -9900883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9900884.000000 Penalty: 3711.292725
	Iteration 29Q: 3 clusters Score -9900884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9900890.000000 Penalty: 3711.292725
	Iteration 30Q: 3 clusters Score -9900890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9900906.000000 Penalty: 3711.292725
	Iteration 31Q: 3 clusters Score -9900906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9900904.000000 Penalty: 3711.292725
	Iteration 32Q: 3 clusters Score -9900904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9900905.000000 Penalty: 3711.292725
	Iteration 33Q: 3 clusters Score -9900905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9900910.000000 Penalty: 3711.292725
	Iteration 34Q: 3 clusters Score -9900910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9900909.000000 Penalty: 3711.292725
	Iteration 35Q: 3 clusters Score -9900909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9900919.000000 Penalty: 3711.292725
	Iteration 36Q: 3 clusters Score -9900919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9900918.000000 Penalty: 3711.292725
	Iteration 37Q: 3 clusters Score -9900918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9900918.000000 Penalty: 3711.292725
	Iteration 38F: 3 clusters Score -9900918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Entering Unmasked Estep 
Score: -1032728.000000 Penalty: 1499.595215
	Iteration 0F: 2 clusters Score -1032728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1025514.937500 Penalty: 2999.190430
	Iteration 0F: 3 clusters Score -1025515 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1027888.125000 Penalty: 2999.190430
	Iteration 1F: 3 clusters Score -1027888 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1028447.125000 Penalty: 2999.190430
	Iteration 2F: 3 clusters Score -1028447 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1029088.312500 Penalty: 2999.190430
	Iteration 3F: 3 clusters Score -1029088 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1029751.187500 Penalty: 2999.190430
	Iteration 4F: 3 clusters Score -1029751 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1030358.625000 Penalty: 2999.190430
	Iteration 5F: 3 clusters Score -1030359 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1030827.062500 Penalty: 2999.190430
	Iteration 6F: 3 clusters Score -1030827 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1031177.437500 Penalty: 2999.190430
	Iteration 7F: 3 clusters Score -1031177 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1031382.562500 Penalty: 2999.190430
	Iteration 8Q: 3 clusters Score -1031383 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1031536.062500 Penalty: 2999.190430
	Iteration 9Q: 3 clusters Score -1031536 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1031670.625000 Penalty: 2999.190430
	Iteration 10Q: 3 clusters Score -1031671 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1031766.500000 Penalty: 2999.190430
	Iteration 11Q: 3 clusters Score -1031766 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1031830.312500 Penalty: 2999.190430
	Iteration 12Q: 3 clusters Score -1031830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1031872.437500 Penalty: 2999.190430
	Iteration 13Q: 3 clusters Score -1031872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1031897.687500 Penalty: 2999.190430
	Iteration 14Q: 3 clusters Score -1031898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1031909.062500 Penalty: 2999.190430
	Iteration 15Q: 3 clusters Score -1031909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1031922.687500 Penalty: 2999.190430
	Iteration 16Q: 3 clusters Score -1031923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1031935.250000 Penalty: 2999.190430
	Iteration 17Q: 3 clusters Score -1031935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1031944.687500 Penalty: 2999.190430
	Iteration 18Q: 3 clusters Score -1031945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1031953.562500 Penalty: 2999.190430
	Iteration 19Q: 3 clusters Score -1031954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1031960.500000 Penalty: 2999.190430
	Iteration 20F: 3 clusters Score -1031960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1031967.125000 Penalty: 2999.190430
	Iteration 21Q: 3 clusters Score -1031967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1031972.500000 Penalty: 2999.190430
	Iteration 22Q: 3 clusters Score -1031972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1031972.625000 Penalty: 2999.190430
	Iteration 23Q: 3 clusters Score -1031973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1031974.687500 Penalty: 2999.190430
	Iteration 24Q: 3 clusters Score -1031975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1031975.562500 Penalty: 2999.190430
	Iteration 25Q: 3 clusters Score -1031976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1031976.437500 Penalty: 2999.190430
	Iteration 26Q: 3 clusters Score -1031976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1031977.875000 Penalty: 2999.190430
	Iteration 27Q: 3 clusters Score -1031978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1031980.125000 Penalty: 2999.190430
	Iteration 28Q: 3 clusters Score -1031980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1031982.500000 Penalty: 2999.190430
	Iteration 29Q: 3 clusters Score -1031982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1031986.125000 Penalty: 2999.190430
	Iteration 30Q: 3 clusters Score -1031986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1031985.000000 Penalty: 2999.190430
	Iteration 31Q: 3 clusters Score -1031985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1031986.125000 Penalty: 2999.190430
	Iteration 32Q: 3 clusters Score -1031986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1031986.125000 Penalty: 2999.190430
	Iteration 33Q: 3 clusters Score -1031986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1031985.875000 Penalty: 2999.190430
	Iteration 34Q: 3 clusters Score -1031986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1031987.312500 Penalty: 2999.190430
	Iteration 35Q: 3 clusters Score -1031987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1031988.250000 Penalty: 2999.190430
	Iteration 36Q: 3 clusters Score -1031988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1031987.875000 Penalty: 2999.190430
	Iteration 37Q: 3 clusters Score -1031988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1031987.875000 Penalty: 2999.190430
	Iteration 38F: 3 clusters Score -1031988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Entering Unmasked Estep 
Score: -1202713.000000 Penalty: 1525.138794
	Iteration 0F: 2 clusters Score -1202713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1194454.500000 Penalty: 3050.277588
	Iteration 0F: 3 clusters Score -1194454 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1198283.125000 Penalty: 3050.277588
	Iteration 1F: 3 clusters Score -1198283 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1200694.500000 Penalty: 3050.277588
	Iteration 2F: 3 clusters Score -1200694 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1203958.875000 Penalty: 3050.277588
	Iteration 3F: 3 clusters Score -1203959 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1206395.875000 Penalty: 3050.277588
	Iteration 4F: 3 clusters Score -1206396 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1207380.125000 Penalty: 3050.277588
	Iteration 5F: 3 clusters Score -1207380 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1207621.250000 Penalty: 3050.277588
	Iteration 6Q: 3 clusters Score -1207621 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1207686.000000 Penalty: 3050.277588
	Iteration 7Q: 3 clusters Score -1207686 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1207721.750000 Penalty: 3050.277588
	Iteration 8Q: 3 clusters Score -1207722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1207768.125000 Penalty: 3050.277588
	Iteration 9Q: 3 clusters Score -1207768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1207806.625000 Penalty: 3050.277588
	Iteration 10Q: 3 clusters Score -1207807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1207827.625000 Penalty: 3050.277588
	Iteration 11Q: 3 clusters Score -1207828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1207854.500000 Penalty: 3050.277588
	Iteration 12Q: 3 clusters Score -1207854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1207868.875000 Penalty: 3050.277588
	Iteration 13Q: 3 clusters Score -1207869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1207883.125000 Penalty: 3050.277588
	Iteration 14Q: 3 clusters Score -1207883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1207891.375000 Penalty: 3050.277588
	Iteration 15Q: 3 clusters Score -1207891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1207894.000000 Penalty: 3050.277588
	Iteration 16Q: 3 clusters Score -1207894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1207901.250000 Penalty: 3050.277588
	Iteration 17Q: 3 clusters Score -1207901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1207905.625000 Penalty: 3050.277588
	Iteration 18Q: 3 clusters Score -1207906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1207912.500000 Penalty: 3050.277588
	Iteration 19Q: 3 clusters Score -1207912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1207910.250000 Penalty: 3050.277588
	Iteration 20F: 3 clusters Score -1207910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1207911.875000 Penalty: 3050.277588
	Iteration 21Q: 3 clusters Score -1207912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1207911.500000 Penalty: 3050.277588
	Iteration 22Q: 3 clusters Score -1207912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1207913.750000 Penalty: 3050.277588
	Iteration 23Q: 3 clusters Score -1207914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1207911.125000 Penalty: 3050.277588
	Iteration 24Q: 3 clusters Score -1207911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1207909.375000 Penalty: 3050.277588
	Iteration 25Q: 3 clusters Score -1207909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1207912.250000 Penalty: 3050.277588
	Iteration 26Q: 3 clusters Score -1207912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1207912.375000 Penalty: 3050.277588
	Iteration 27Q: 3 clusters Score -1207912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1207912.375000 Penalty: 3050.277588
	Iteration 28F: 3 clusters Score -1207912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 197368 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 105568 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 5235 members 
Entering Unmasked Estep 
Score: -100920320.000000 Penalty: 56016.656250
Splitting cluster 8 changes total score from -100904616.000000 to -100920320.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (197368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197368 members 
Entering Unmasked Estep 
Score: -20859678.000000 Penalty: 1981.334106
	Iteration 0F: 2 clusters Score -2.085968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -20733324.000000 Penalty: 3962.668213
	Iteration 0F: 3 clusters Score -2.073332e+07 nChanged 95519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 110118 members 
Entering Unmasked Estep 
Score: -20791948.000000 Penalty: 3962.668213
	Iteration 1F: 3 clusters Score -2.079195e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -20795128.000000 Penalty: 3962.668213
	Iteration 2Q: 3 clusters Score -2.079513e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -20800482.000000 Penalty: 3962.668213
	Iteration 3F: 3 clusters Score -2.080048e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 135707 members 
Entering Unmasked Estep 
Score: -20809046.000000 Penalty: 3962.668213
	Iteration 4F: 3 clusters Score -2.080905e+07 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 149804 members 
Entering Unmasked Estep 
Score: -20821506.000000 Penalty: 3962.668213
	Iteration 5F: 3 clusters Score -2.082151e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 164733 members 
Entering Unmasked Estep 
Score: -20835980.000000 Penalty: 3962.668213
	Iteration 6F: 3 clusters Score -2.083598e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -20848910.000000 Penalty: 3962.668213
	Iteration 7F: 3 clusters Score -2.084891e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 186030 members 
Entering Unmasked Estep 
Score: -20856128.000000 Penalty: 3962.668213
	Iteration 8Q: 3 clusters Score -2.085613e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 190344 members 
Entering Unmasked Estep 
Score: -20859108.000000 Penalty: 3962.668213
	Iteration 9Q: 3 clusters Score -2.085911e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 191998 members 
Entering Unmasked Estep 
Score: -20860354.000000 Penalty: 3962.668213
	Iteration 10Q: 3 clusters Score -2.086035e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 192706 members 
Entering Unmasked Estep 
Score: -20860988.000000 Penalty: 3962.668213
	Iteration 11Q: 3 clusters Score -2.086099e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 193085 members 
Entering Unmasked Estep 
Score: -20861276.000000 Penalty: 3962.668213
	Iteration 12Q: 3 clusters Score -2.086128e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 193374 members 
Entering Unmasked Estep 
Score: -20861526.000000 Penalty: 3962.668213
	Iteration 13Q: 3 clusters Score -2.086153e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 193562 members 
Entering Unmasked Estep 
Score: -20861748.000000 Penalty: 3962.668213
	Iteration 14Q: 3 clusters Score -2.086175e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -20862048.000000 Penalty: 3962.668213
	Iteration 15Q: 3 clusters Score -2.086205e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 193760 members 
Entering Unmasked Estep 
Score: -20862230.000000 Penalty: 3962.668213
	Iteration 16Q: 3 clusters Score -2.086223e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 193787 members 
Entering Unmasked Estep 
Score: -20862382.000000 Penalty: 3962.668213
	Iteration 17Q: 3 clusters Score -2.086238e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 193785 members 
Entering Unmasked Estep 
Score: -20862478.000000 Penalty: 3962.668213
	Iteration 18Q: 3 clusters Score -2.086248e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 193773 members 
Entering Unmasked Estep 
Score: -20862520.000000 Penalty: 3962.668213
	Iteration 19Q: 3 clusters Score -2.086252e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 193767 members 
Entering Unmasked Estep 
Score: -20862514.000000 Penalty: 3962.668213
	Iteration 20F: 3 clusters Score -2.086251e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 193759 members 
Entering Unmasked Estep 
Score: -20862524.000000 Penalty: 3962.668213
	Iteration 21Q: 3 clusters Score -2.086252e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 193749 members 
Entering Unmasked Estep 
Score: -20862532.000000 Penalty: 3962.668213
	Iteration 22Q: 3 clusters Score -2.086253e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 193741 members 
Entering Unmasked Estep 
Score: -20862536.000000 Penalty: 3962.668213
	Iteration 23Q: 3 clusters Score -2.086254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 193735 members 
Entering Unmasked Estep 
Score: -20862528.000000 Penalty: 3962.668213
	Iteration 24Q: 3 clusters Score -2.086253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 193728 members 
Entering Unmasked Estep 
Score: -20862538.000000 Penalty: 3962.668213
	Iteration 25Q: 3 clusters Score -2.086254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 193729 members 
Entering Unmasked Estep 
Score: -20862530.000000 Penalty: 3962.668213
	Iteration 26Q: 3 clusters Score -2.086253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 193732 members 
Entering Unmasked Estep 
Score: -20862538.000000 Penalty: 3962.668213
	Iteration 27Q: 3 clusters Score -2.086254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 193734 members 
Entering Unmasked Estep 
Score: -20862538.000000 Penalty: 3962.668213
	Iteration 28Q: 3 clusters Score -2.086254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 193731 members 
Entering Unmasked Estep 
Score: -20862552.000000 Penalty: 3962.668213
	Iteration 29Q: 3 clusters Score -2.086255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 193727 members 
Entering Unmasked Estep 
Score: -20862560.000000 Penalty: 3962.668213
	Iteration 30Q: 3 clusters Score -2.086256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 193724 members 
Entering Unmasked Estep 
Score: -20862570.000000 Penalty: 3962.668213
	Iteration 31Q: 3 clusters Score -2.086257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 193723 members 
Entering Unmasked Estep 
Score: -20862566.000000 Penalty: 3962.668213
	Iteration 32Q: 3 clusters Score -2.086257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 193723 members 
Entering Unmasked Estep 
Score: -20862566.000000 Penalty: 3962.668213
	Iteration 33F: 3 clusters Score -2.086257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 105568 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 193723 members 
Entering Unmasked Estep 
Score: -100922200.000000 Penalty: 58257.324219
Splitting cluster 10 changes total score from -100904616.000000 to -100922200.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (14347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Entering Unmasked Estep 
Score: -1431800.625000 Penalty: 1555.335571
	Iteration 0F: 2 clusters Score -1431801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1421842.500000 Penalty: 3110.671143
	Iteration 0F: 3 clusters Score -1421842 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1426133.500000 Penalty: 3110.671143
	Iteration 1F: 3 clusters Score -1426134 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1427443.875000 Penalty: 3110.671143
	Iteration 2F: 3 clusters Score -1427444 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1428793.375000 Penalty: 3110.671143
	Iteration 3F: 3 clusters Score -1428793 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1429801.000000 Penalty: 3110.671143
	Iteration 4F: 3 clusters Score -1429801 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1430321.125000 Penalty: 3110.671143
	Iteration 5F: 3 clusters Score -1430321 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1430596.000000 Penalty: 3110.671143
	Iteration 6Q: 3 clusters Score -1430596 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1430754.750000 Penalty: 3110.671143
	Iteration 7Q: 3 clusters Score -1430755 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1430875.000000 Penalty: 3110.671143
	Iteration 8Q: 3 clusters Score -1430875 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1430953.250000 Penalty: 3110.671143
	Iteration 9Q: 3 clusters Score -1430953 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1431007.375000 Penalty: 3110.671143
	Iteration 10Q: 3 clusters Score -1431007 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1431043.625000 Penalty: 3110.671143
	Iteration 11Q: 3 clusters Score -1431044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1431075.500000 Penalty: 3110.671143
	Iteration 12Q: 3 clusters Score -1431076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1431101.875000 Penalty: 3110.671143
	Iteration 13Q: 3 clusters Score -1431102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1431111.875000 Penalty: 3110.671143
	Iteration 14Q: 3 clusters Score -1431112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1431116.375000 Penalty: 3110.671143
	Iteration 15Q: 3 clusters Score -1431116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1431123.625000 Penalty: 3110.671143
	Iteration 16Q: 3 clusters Score -1431124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1431133.375000 Penalty: 3110.671143
	Iteration 17Q: 3 clusters Score -1431133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1431133.500000 Penalty: 3110.671143
	Iteration 18Q: 3 clusters Score -1431134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1431135.625000 Penalty: 3110.671143
	Iteration 19Q: 3 clusters Score -1431136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1431144.250000 Penalty: 3110.671143
	Iteration 20F: 3 clusters Score -1431144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1431146.875000 Penalty: 3110.671143
	Iteration 21Q: 3 clusters Score -1431147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1431155.625000 Penalty: 3110.671143
	Iteration 22Q: 3 clusters Score -1431156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1431157.250000 Penalty: 3110.671143
	Iteration 23Q: 3 clusters Score -1431157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1431162.250000 Penalty: 3110.671143
	Iteration 24Q: 3 clusters Score -1431162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1431164.250000 Penalty: 3110.671143
	Iteration 25Q: 3 clusters Score -1431164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1431167.750000 Penalty: 3110.671143
	Iteration 26Q: 3 clusters Score -1431168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1431173.000000 Penalty: 3110.671143
	Iteration 27Q: 3 clusters Score -1431173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1431174.125000 Penalty: 3110.671143
	Iteration 28Q: 3 clusters Score -1431174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1431180.625000 Penalty: 3110.671143
	Iteration 29Q: 3 clusters Score -1431181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1431184.375000 Penalty: 3110.671143
	Iteration 30Q: 3 clusters Score -1431184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1431185.250000 Penalty: 3110.671143
	Iteration 31Q: 3 clusters Score -1431185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1431187.125000 Penalty: 3110.671143
	Iteration 32Q: 3 clusters Score -1431187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1431189.625000 Penalty: 3110.671143
	Iteration 33Q: 3 clusters Score -1431190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1431195.375000 Penalty: 3110.671143
	Iteration 34Q: 3 clusters Score -1431195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1431196.875000 Penalty: 3110.671143
	Iteration 35Q: 3 clusters Score -1431197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1431201.250000 Penalty: 3110.671143
	Iteration 36Q: 3 clusters Score -1431201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1431205.125000 Penalty: 3110.671143
	Iteration 37Q: 3 clusters Score -1431205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1431207.125000 Penalty: 3110.671143
	Iteration 38Q: 3 clusters Score -1431207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1431210.375000 Penalty: 3110.671143
	Iteration 39Q: 3 clusters Score -1431210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1431216.000000 Penalty: 3110.671143
	Iteration 40F: 3 clusters Score -1431216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1431214.875000 Penalty: 3110.671143
	Iteration 41Q: 3 clusters Score -1431215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1431214.625000 Penalty: 3110.671143
	Iteration 42Q: 3 clusters Score -1431215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1431214.500000 Penalty: 3110.671143
	Iteration 43Q: 3 clusters Score -1431214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1431217.125000 Penalty: 3110.671143
	Iteration 44Q: 3 clusters Score -1431217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1431214.500000 Penalty: 3110.671143
	Iteration 45Q: 3 clusters Score -1431214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1431215.125000 Penalty: 3110.671143
	Iteration 46Q: 3 clusters Score -1431215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1431214.750000 Penalty: 3110.671143
	Iteration 47Q: 3 clusters Score -1431215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1431216.750000 Penalty: 3110.671143
	Iteration 48Q: 3 clusters Score -1431217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1431218.000000 Penalty: 3110.671143
	Iteration 49Q: 3 clusters Score -1431218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1431215.125000 Penalty: 3110.671143
	Iteration 50Q: 3 clusters Score -1431215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1431215.250000 Penalty: 3110.671143
	Iteration 51Q: 3 clusters Score -1431215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1431215.250000 Penalty: 3110.671143
	Iteration 52Q: 3 clusters Score -1431215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1431220.750000 Penalty: 3110.671143
	Iteration 53Q: 3 clusters Score -1431221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1431224.125000 Penalty: 3110.671143
	Iteration 54Q: 3 clusters Score -1431224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1431225.750000 Penalty: 3110.671143
	Iteration 55Q: 3 clusters Score -1431226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1431229.750000 Penalty: 3110.671143
	Iteration 56Q: 3 clusters Score -1431230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1431237.000000 Penalty: 3110.671143
	Iteration 57Q: 3 clusters Score -1431237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1431239.125000 Penalty: 3110.671143
	Iteration 58Q: 3 clusters Score -1431239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1431238.375000 Penalty: 3110.671143
	Iteration 59Q: 3 clusters Score -1431238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1431243.750000 Penalty: 3110.671143
	Iteration 60F: 3 clusters Score -1431244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1431243.000000 Penalty: 3110.671143
	Iteration 61Q: 3 clusters Score -1431243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1431245.500000 Penalty: 3110.671143
	Iteration 62Q: 3 clusters Score -1431246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1431248.500000 Penalty: 3110.671143
	Iteration 63Q: 3 clusters Score -1431248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1431246.000000 Penalty: 3110.671143
	Iteration 64Q: 3 clusters Score -1431246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1431248.125000 Penalty: 3110.671143
	Iteration 65Q: 3 clusters Score -1431248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1431248.750000 Penalty: 3110.671143
	Iteration 66Q: 3 clusters Score -1431249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1431248.750000 Penalty: 3110.671143
	Iteration 67F: 3 clusters Score -1431249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -183036.375000 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -183036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180960.796875 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -180960.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -181877.187500 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -181877.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -182483.890625 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -182483.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -183008.390625 Penalty: 2471.266846
	Iteration 3F: 3 clusters Score -183008.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -183269.984375 Penalty: 2471.266846
	Iteration 4F: 3 clusters Score -183270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -183371.078125 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -183371.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -183427.140625 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -183427.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -183455.046875 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -183455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -183471.421875 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -183471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -183483.234375 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -183483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -183489.218750 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -183489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -183492.140625 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -183492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -183499.875000 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -183499.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -183503.578125 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -183503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -183504.562500 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -183504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -183504.937500 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -183504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -183504.937500 Penalty: 2471.266846
	Iteration 16F: 3 clusters Score -183504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 105568 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 193723 members 
Mstep: Class 27 contains 1215 members 
Entering Unmasked Estep 
Score: -100921928.000000 Penalty: 60497.988281
Splitting cluster 12 changes total score from -100904616.000000 to -100921928.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (105568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Entering Unmasked Estep 
Score: -10849080.000000 Penalty: 1879.655518
	Iteration 0F: 2 clusters Score -1.084908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -10778264.000000 Penalty: 3759.311035
	Iteration 0F: 3 clusters Score -1.077826e+07 nChanged 50530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -10808364.000000 Penalty: 3759.311035
	Iteration 1F: 3 clusters Score -1.080836e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -10810019.000000 Penalty: 3759.311035
	Iteration 2Q: 3 clusters Score -1.081002e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -10812489.000000 Penalty: 3759.311035
	Iteration 3Q: 3 clusters Score -1.081249e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -10815824.000000 Penalty: 3759.311035
	Iteration 4F: 3 clusters Score -1.081582e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -10820644.000000 Penalty: 3759.311035
	Iteration 5F: 3 clusters Score -1.082064e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -10826905.000000 Penalty: 3759.311035
	Iteration 6F: 3 clusters Score -1.08269e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -10834746.000000 Penalty: 3759.311035
	Iteration 7F: 3 clusters Score -1.083475e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -10843139.000000 Penalty: 3759.311035
	Iteration 8F: 3 clusters Score -1.084314e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -10850432.000000 Penalty: 3759.311035
	Iteration 9F: 3 clusters Score -1.085043e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -10855885.000000 Penalty: 3759.311035
	Iteration 10Q: 3 clusters Score -1.085588e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -10859275.000000 Penalty: 3759.311035
	Iteration 11Q: 3 clusters Score -1.085928e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -10861742.000000 Penalty: 3759.311035
	Iteration 12Q: 3 clusters Score -1.086174e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -10863407.000000 Penalty: 3759.311035
	Iteration 13Q: 3 clusters Score -1.086341e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -10864702.000000 Penalty: 3759.311035
	Iteration 14Q: 3 clusters Score -1.08647e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -10865957.000000 Penalty: 3759.311035
	Iteration 15Q: 3 clusters Score -1.086596e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -10866982.000000 Penalty: 3759.311035
	Iteration 16Q: 3 clusters Score -1.086698e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -10867691.000000 Penalty: 3759.311035
	Iteration 17Q: 3 clusters Score -1.086769e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -10868338.000000 Penalty: 3759.311035
	Iteration 18Q: 3 clusters Score -1.086834e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -10868775.000000 Penalty: 3759.311035
	Iteration 19Q: 3 clusters Score -1.086878e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -10869084.000000 Penalty: 3759.311035
	Iteration 20F: 3 clusters Score -1.086908e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -10869296.000000 Penalty: 3759.311035
	Iteration 21Q: 3 clusters Score -1.08693e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -10869415.000000 Penalty: 3759.311035
	Iteration 22Q: 3 clusters Score -1.086942e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -10869526.000000 Penalty: 3759.311035
	Iteration 23Q: 3 clusters Score -1.086953e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -10869654.000000 Penalty: 3759.311035
	Iteration 24Q: 3 clusters Score -1.086965e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -10869736.000000 Penalty: 3759.311035
	Iteration 25Q: 3 clusters Score -1.086974e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -10869808.000000 Penalty: 3759.311035
	Iteration 26Q: 3 clusters Score -1.086981e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -10869828.000000 Penalty: 3759.311035
	Iteration 27Q: 3 clusters Score -1.086983e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -10869870.000000 Penalty: 3759.311035
	Iteration 28Q: 3 clusters Score -1.086987e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -10869901.000000 Penalty: 3759.311035
	Iteration 29Q: 3 clusters Score -1.08699e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -10869889.000000 Penalty: 3759.311035
	Iteration 30Q: 3 clusters Score -1.086989e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -10869895.000000 Penalty: 3759.311035
	Iteration 31Q: 3 clusters Score -1.08699e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -10869938.000000 Penalty: 3759.311035
	Iteration 32Q: 3 clusters Score -1.086994e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -10869922.000000 Penalty: 3759.311035
	Iteration 33Q: 3 clusters Score -1.086992e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -10869926.000000 Penalty: 3759.311035
	Iteration 34Q: 3 clusters Score -1.086993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -10869929.000000 Penalty: 3759.311035
	Iteration 35Q: 3 clusters Score -1.086993e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -10869929.000000 Penalty: 3759.311035
	Iteration 36Q: 3 clusters Score -1.086993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -10869933.000000 Penalty: 3759.311035
	Iteration 37Q: 3 clusters Score -1.086993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -10869931.000000 Penalty: 3759.311035
	Iteration 38Q: 3 clusters Score -1.086993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -10869922.000000 Penalty: 3759.311035
	Iteration 39Q: 3 clusters Score -1.086992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -10869922.000000 Penalty: 3759.311035
	Iteration 40F: 3 clusters Score -1.086992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -10869933.000000 Penalty: 3759.311035
	Iteration 41Q: 3 clusters Score -1.086993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -10869934.000000 Penalty: 3759.311035
	Iteration 42Q: 3 clusters Score -1.086993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -10869932.000000 Penalty: 3759.311035
	Iteration 43Q: 3 clusters Score -1.086993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -10869937.000000 Penalty: 3759.311035
	Iteration 44Q: 3 clusters Score -1.086994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -10869932.000000 Penalty: 3759.311035
	Iteration 45Q: 3 clusters Score -1.086993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -10869921.000000 Penalty: 3759.311035
	Iteration 46Q: 3 clusters Score -1.086992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -10869921.000000 Penalty: 3759.311035
	Iteration 47F: 3 clusters Score -1.086992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 193723 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 60967 members 
Entering Unmasked Estep 
Score: -100940800.000000 Penalty: 62738.656250
Splitting cluster 13 changes total score from -100904616.000000 to -100940800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (15758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Entering Unmasked Estep 
Score: -1611713.625000 Penalty: 1570.579346
	Iteration 0F: 2 clusters Score -1611714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1600876.750000 Penalty: 3141.158691
	Iteration 0F: 3 clusters Score -1600877 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1604702.125000 Penalty: 3141.158691
	Iteration 1F: 3 clusters Score -1604702 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1605037.875000 Penalty: 3141.158691
	Iteration 2F: 3 clusters Score -1605038 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1605339.500000 Penalty: 3141.158691
	Iteration 3Q: 3 clusters Score -1605340 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1605647.125000 Penalty: 3141.158691
	Iteration 4Q: 3 clusters Score -1605647 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1605997.375000 Penalty: 3141.158691
	Iteration 5Q: 3 clusters Score -1605997 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1606366.250000 Penalty: 3141.158691
	Iteration 6Q: 3 clusters Score -1606366 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1606797.500000 Penalty: 3141.158691
	Iteration 7Q: 3 clusters Score -1606798 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1607335.000000 Penalty: 3141.158691
	Iteration 8Q: 3 clusters Score -1607335 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1607888.375000 Penalty: 3141.158691
	Iteration 9Q: 3 clusters Score -1607888 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1608388.250000 Penalty: 3141.158691
	Iteration 10Q: 3 clusters Score -1608388 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1608838.250000 Penalty: 3141.158691
	Iteration 11Q: 3 clusters Score -1608838 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1609227.250000 Penalty: 3141.158691
	Iteration 12Q: 3 clusters Score -1609227 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1609542.125000 Penalty: 3141.158691
	Iteration 13Q: 3 clusters Score -1609542 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1609814.500000 Penalty: 3141.158691
	Iteration 14Q: 3 clusters Score -1609814 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1610006.375000 Penalty: 3141.158691
	Iteration 15Q: 3 clusters Score -1610006 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1610140.250000 Penalty: 3141.158691
	Iteration 16Q: 3 clusters Score -1610140 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1610234.375000 Penalty: 3141.158691
	Iteration 17Q: 3 clusters Score -1610234 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1610301.750000 Penalty: 3141.158691
	Iteration 18Q: 3 clusters Score -1610302 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1610365.000000 Penalty: 3141.158691
	Iteration 19Q: 3 clusters Score -1610365 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1610420.125000 Penalty: 3141.158691
	Iteration 20F: 3 clusters Score -1610420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1610475.625000 Penalty: 3141.158691
	Iteration 21Q: 3 clusters Score -1610476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1610519.750000 Penalty: 3141.158691
	Iteration 22Q: 3 clusters Score -1610520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1610549.000000 Penalty: 3141.158691
	Iteration 23Q: 3 clusters Score -1610549 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1610580.000000 Penalty: 3141.158691
	Iteration 24Q: 3 clusters Score -1610580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1610601.500000 Penalty: 3141.158691
	Iteration 25Q: 3 clusters Score -1610602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1610625.000000 Penalty: 3141.158691
	Iteration 26Q: 3 clusters Score -1610625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1610649.375000 Penalty: 3141.158691
	Iteration 27Q: 3 clusters Score -1610649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1610671.375000 Penalty: 3141.158691
	Iteration 28Q: 3 clusters Score -1610671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1610692.375000 Penalty: 3141.158691
	Iteration 29Q: 3 clusters Score -1610692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1610703.000000 Penalty: 3141.158691
	Iteration 30Q: 3 clusters Score -1610703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1610716.125000 Penalty: 3141.158691
	Iteration 31Q: 3 clusters Score -1610716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1610724.250000 Penalty: 3141.158691
	Iteration 32Q: 3 clusters Score -1610724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1610728.500000 Penalty: 3141.158691
	Iteration 33Q: 3 clusters Score -1610728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1610734.375000 Penalty: 3141.158691
	Iteration 34Q: 3 clusters Score -1610734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1610739.750000 Penalty: 3141.158691
	Iteration 35Q: 3 clusters Score -1610740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1610743.125000 Penalty: 3141.158691
	Iteration 36Q: 3 clusters Score -1610743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1610743.000000 Penalty: 3141.158691
	Iteration 37Q: 3 clusters Score -1610743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1610750.750000 Penalty: 3141.158691
	Iteration 38Q: 3 clusters Score -1610751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1610755.625000 Penalty: 3141.158691
	Iteration 39Q: 3 clusters Score -1610756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1610757.750000 Penalty: 3141.158691
	Iteration 40F: 3 clusters Score -1610758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1610759.000000 Penalty: 3141.158691
	Iteration 41Q: 3 clusters Score -1610759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1610759.750000 Penalty: 3141.158691
	Iteration 42Q: 3 clusters Score -1610760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1610761.625000 Penalty: 3141.158691
	Iteration 43Q: 3 clusters Score -1610762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1610766.000000 Penalty: 3141.158691
	Iteration 44Q: 3 clusters Score -1610766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1610765.750000 Penalty: 3141.158691
	Iteration 45Q: 3 clusters Score -1610766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1610767.500000 Penalty: 3141.158691
	Iteration 46Q: 3 clusters Score -1610768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1610767.375000 Penalty: 3141.158691
	Iteration 47Q: 3 clusters Score -1610767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1610769.500000 Penalty: 3141.158691
	Iteration 48Q: 3 clusters Score -1610770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1610768.375000 Penalty: 3141.158691
	Iteration 49Q: 3 clusters Score -1610768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1610768.500000 Penalty: 3141.158691
	Iteration 50Q: 3 clusters Score -1610768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1610773.125000 Penalty: 3141.158691
	Iteration 51Q: 3 clusters Score -1610773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1610771.625000 Penalty: 3141.158691
	Iteration 52Q: 3 clusters Score -1610772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1610771.625000 Penalty: 3141.158691
	Iteration 53F: 3 clusters Score -1610772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133803 members 
Entering Unmasked Estep 
Score: -14392692.000000 Penalty: 1918.170166
	Iteration 0F: 2 clusters Score -1.439269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -14308642.000000 Penalty: 3836.340332
	Iteration 0F: 3 clusters Score -1.430864e+07 nChanged 64073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -14348937.000000 Penalty: 3836.340332
	Iteration 1F: 3 clusters Score -1.434894e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -14352224.000000 Penalty: 3836.340332
	Iteration 2Q: 3 clusters Score -1.435222e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -14356309.000000 Penalty: 3836.340332
	Iteration 3F: 3 clusters Score -1.435631e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -14360953.000000 Penalty: 3836.340332
	Iteration 4F: 3 clusters Score -1.436095e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -14366071.000000 Penalty: 3836.340332
	Iteration 5F: 3 clusters Score -1.436607e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -14371291.000000 Penalty: 3836.340332
	Iteration 6F: 3 clusters Score -1.437129e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -14375299.000000 Penalty: 3836.340332
	Iteration 7F: 3 clusters Score -1.43753e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -14378191.000000 Penalty: 3836.340332
	Iteration 8Q: 3 clusters Score -1.437819e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -14380449.000000 Penalty: 3836.340332
	Iteration 9Q: 3 clusters Score -1.438045e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -14382005.000000 Penalty: 3836.340332
	Iteration 10Q: 3 clusters Score -1.4382e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -14383283.000000 Penalty: 3836.340332
	Iteration 11Q: 3 clusters Score -1.438328e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -14384316.000000 Penalty: 3836.340332
	Iteration 12Q: 3 clusters Score -1.438432e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -14385120.000000 Penalty: 3836.340332
	Iteration 13Q: 3 clusters Score -1.438512e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -14385763.000000 Penalty: 3836.340332
	Iteration 14Q: 3 clusters Score -1.438576e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -14386235.000000 Penalty: 3836.340332
	Iteration 15Q: 3 clusters Score -1.438624e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -14386520.000000 Penalty: 3836.340332
	Iteration 16Q: 3 clusters Score -1.438652e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -14386723.000000 Penalty: 3836.340332
	Iteration 17Q: 3 clusters Score -1.438672e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -14386875.000000 Penalty: 3836.340332
	Iteration 18Q: 3 clusters Score -1.438688e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -14387048.000000 Penalty: 3836.340332
	Iteration 19Q: 3 clusters Score -1.438705e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -14387072.000000 Penalty: 3836.340332
	Iteration 20F: 3 clusters Score -1.438707e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -14387106.000000 Penalty: 3836.340332
	Iteration 21Q: 3 clusters Score -1.438711e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -14387221.000000 Penalty: 3836.340332
	Iteration 22Q: 3 clusters Score -1.438722e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -14387347.000000 Penalty: 3836.340332
	Iteration 23Q: 3 clusters Score -1.438735e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -14387390.000000 Penalty: 3836.340332
	Iteration 24Q: 3 clusters Score -1.438739e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -14387480.000000 Penalty: 3836.340332
	Iteration 25Q: 3 clusters Score -1.438748e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -14387553.000000 Penalty: 3836.340332
	Iteration 26Q: 3 clusters Score -1.438755e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -14387625.000000 Penalty: 3836.340332
	Iteration 27Q: 3 clusters Score -1.438762e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -14387656.000000 Penalty: 3836.340332
	Iteration 28Q: 3 clusters Score -1.438766e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -14387671.000000 Penalty: 3836.340332
	Iteration 29Q: 3 clusters Score -1.438767e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -14387699.000000 Penalty: 3836.340332
	Iteration 30Q: 3 clusters Score -1.43877e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -14387753.000000 Penalty: 3836.340332
	Iteration 31Q: 3 clusters Score -1.438775e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -14387800.000000 Penalty: 3836.340332
	Iteration 32Q: 3 clusters Score -1.43878e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -14387851.000000 Penalty: 3836.340332
	Iteration 33Q: 3 clusters Score -1.438785e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -14387895.000000 Penalty: 3836.340332
	Iteration 34Q: 3 clusters Score -1.43879e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -14387954.000000 Penalty: 3836.340332
	Iteration 35Q: 3 clusters Score -1.438795e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 106010 members 
Entering Unmasked Estep 
Score: -14387964.000000 Penalty: 3836.340332
	Iteration 36Q: 3 clusters Score -1.438796e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -14387994.000000 Penalty: 3836.340332
	Iteration 37Q: 3 clusters Score -1.438799e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -14388028.000000 Penalty: 3836.340332
	Iteration 38Q: 3 clusters Score -1.438803e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -14388100.000000 Penalty: 3836.340332
	Iteration 39Q: 3 clusters Score -1.43881e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -14388034.000000 Penalty: 3836.340332
	Iteration 40F: 3 clusters Score -1.438803e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -14388114.000000 Penalty: 3836.340332
	Iteration 41Q: 3 clusters Score -1.438811e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -14388209.000000 Penalty: 3836.340332
	Iteration 42Q: 3 clusters Score -1.438821e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -14388326.000000 Penalty: 3836.340332
	Iteration 43Q: 3 clusters Score -1.438833e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -14388448.000000 Penalty: 3836.340332
	Iteration 44Q: 3 clusters Score -1.438845e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -14388478.000000 Penalty: 3836.340332
	Iteration 45Q: 3 clusters Score -1.438848e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -14388533.000000 Penalty: 3836.340332
	Iteration 46Q: 3 clusters Score -1.438853e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -14388633.000000 Penalty: 3836.340332
	Iteration 47Q: 3 clusters Score -1.438863e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 113613 members 
Entering Unmasked Estep 
Score: -14388718.000000 Penalty: 3836.340332
	Iteration 48Q: 3 clusters Score -1.438872e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -14388852.000000 Penalty: 3836.340332
	Iteration 49Q: 3 clusters Score -1.438885e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -14388881.000000 Penalty: 3836.340332
	Iteration 50Q: 3 clusters Score -1.438888e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -14388992.000000 Penalty: 3836.340332
	Iteration 51Q: 3 clusters Score -1.438899e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -14389147.000000 Penalty: 3836.340332
	Iteration 52Q: 3 clusters Score -1.438915e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -14389250.000000 Penalty: 3836.340332
	Iteration 53Q: 3 clusters Score -1.438925e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -14389342.000000 Penalty: 3836.340332
	Iteration 54Q: 3 clusters Score -1.438934e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -14389481.000000 Penalty: 3836.340332
	Iteration 55Q: 3 clusters Score -1.438948e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -14389539.000000 Penalty: 3836.340332
	Iteration 56Q: 3 clusters Score -1.438954e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -14389568.000000 Penalty: 3836.340332
	Iteration 57Q: 3 clusters Score -1.438957e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 119137 members 
Entering Unmasked Estep 
Score: -14389647.000000 Penalty: 3836.340332
	Iteration 58Q: 3 clusters Score -1.438965e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 119596 members 
Entering Unmasked Estep 
Score: -14389730.000000 Penalty: 3836.340332
	Iteration 59Q: 3 clusters Score -1.438973e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -14389764.000000 Penalty: 3836.340332
	Iteration 60F: 3 clusters Score -1.438976e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -14389795.000000 Penalty: 3836.340332
	Iteration 61Q: 3 clusters Score -1.43898e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 120701 members 
Entering Unmasked Estep 
Score: -14389849.000000 Penalty: 3836.340332
	Iteration 62Q: 3 clusters Score -1.438985e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -14389838.000000 Penalty: 3836.340332
	Iteration 63Q: 3 clusters Score -1.438984e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 121286 members 
Entering Unmasked Estep 
Score: -14389907.000000 Penalty: 3836.340332
	Iteration 64Q: 3 clusters Score -1.438991e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -14389935.000000 Penalty: 3836.340332
	Iteration 65Q: 3 clusters Score -1.438994e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 121770 members 
Entering Unmasked Estep 
Score: -14389977.000000 Penalty: 3836.340332
	Iteration 66Q: 3 clusters Score -1.438998e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -14389968.000000 Penalty: 3836.340332
	Iteration 67Q: 3 clusters Score -1.438997e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -14390021.000000 Penalty: 3836.340332
	Iteration 68Q: 3 clusters Score -1.439002e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 122442 members 
Entering Unmasked Estep 
Score: -14390041.000000 Penalty: 3836.340332
	Iteration 69Q: 3 clusters Score -1.439004e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 122650 members 
Entering Unmasked Estep 
Score: -14390043.000000 Penalty: 3836.340332
	Iteration 70Q: 3 clusters Score -1.439004e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -14390044.000000 Penalty: 3836.340332
	Iteration 71Q: 3 clusters Score -1.439004e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -14390060.000000 Penalty: 3836.340332
	Iteration 72Q: 3 clusters Score -1.439006e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -14390082.000000 Penalty: 3836.340332
	Iteration 73Q: 3 clusters Score -1.439008e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -14390123.000000 Penalty: 3836.340332
	Iteration 74Q: 3 clusters Score -1.439012e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -14390127.000000 Penalty: 3836.340332
	Iteration 75Q: 3 clusters Score -1.439013e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -14390103.000000 Penalty: 3836.340332
	Iteration 76Q: 3 clusters Score -1.43901e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -14390137.000000 Penalty: 3836.340332
	Iteration 77Q: 3 clusters Score -1.439014e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 123776 members 
Entering Unmasked Estep 
Score: -14390177.000000 Penalty: 3836.340332
	Iteration 78Q: 3 clusters Score -1.439018e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -14390209.000000 Penalty: 3836.340332
	Iteration 79Q: 3 clusters Score -1.439021e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -14390221.000000 Penalty: 3836.340332
	Iteration 80F: 3 clusters Score -1.439022e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -14390240.000000 Penalty: 3836.340332
	Iteration 81Q: 3 clusters Score -1.439024e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 124142 members 
Entering Unmasked Estep 
Score: -14390241.000000 Penalty: 3836.340332
	Iteration 82Q: 3 clusters Score -1.439024e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 124210 members 
Entering Unmasked Estep 
Score: -14390271.000000 Penalty: 3836.340332
	Iteration 83Q: 3 clusters Score -1.439027e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -14390267.000000 Penalty: 3836.340332
	Iteration 84Q: 3 clusters Score -1.439027e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -14390288.000000 Penalty: 3836.340332
	Iteration 85Q: 3 clusters Score -1.439029e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -14390292.000000 Penalty: 3836.340332
	Iteration 86Q: 3 clusters Score -1.439029e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 124491 members 
Entering Unmasked Estep 
Score: -14390314.000000 Penalty: 3836.340332
	Iteration 87Q: 3 clusters Score -1.439031e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 124559 members 
Entering Unmasked Estep 
Score: -14390312.000000 Penalty: 3836.340332
	Iteration 88Q: 3 clusters Score -1.439031e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -14390325.000000 Penalty: 3836.340332
	Iteration 89Q: 3 clusters Score -1.439032e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -14390333.000000 Penalty: 3836.340332
	Iteration 90Q: 3 clusters Score -1.439033e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -14390353.000000 Penalty: 3836.340332
	Iteration 91Q: 3 clusters Score -1.439035e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -14390378.000000 Penalty: 3836.340332
	Iteration 92Q: 3 clusters Score -1.439038e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 124867 members 
Entering Unmasked Estep 
Score: -14390385.000000 Penalty: 3836.340332
	Iteration 93Q: 3 clusters Score -1.439038e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 124923 members 
Entering Unmasked Estep 
Score: -14390399.000000 Penalty: 3836.340332
	Iteration 94Q: 3 clusters Score -1.43904e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 124960 members 
Entering Unmasked Estep 
Score: -14390413.000000 Penalty: 3836.340332
	Iteration 95Q: 3 clusters Score -1.439041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 125001 members 
Entering Unmasked Estep 
Score: -14390421.000000 Penalty: 3836.340332
	Iteration 96Q: 3 clusters Score -1.439042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -14390422.000000 Penalty: 3836.340332
	Iteration 97Q: 3 clusters Score -1.439042e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -14390432.000000 Penalty: 3836.340332
	Iteration 98Q: 3 clusters Score -1.439043e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 125080 members 
Entering Unmasked Estep 
Score: -14390431.000000 Penalty: 3836.340332
	Iteration 99Q: 3 clusters Score -1.439043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -14390429.000000 Penalty: 3836.340332
	Iteration 100F: 3 clusters Score -1.439043e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 125128 members 
Entering Unmasked Estep 
Score: -14390433.000000 Penalty: 3836.340332
	Iteration 101Q: 3 clusters Score -1.439043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -14390428.000000 Penalty: 3836.340332
	Iteration 102Q: 3 clusters Score -1.439043e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -14390436.000000 Penalty: 3836.340332
	Iteration 103Q: 3 clusters Score -1.439044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -14390442.000000 Penalty: 3836.340332
	Iteration 104Q: 3 clusters Score -1.439044e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -14390434.000000 Penalty: 3836.340332
	Iteration 105Q: 3 clusters Score -1.439043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -14390447.000000 Penalty: 3836.340332
	Iteration 106Q: 3 clusters Score -1.439045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 125219 members 
Entering Unmasked Estep 
Score: -14390459.000000 Penalty: 3836.340332
	Iteration 107Q: 3 clusters Score -1.439046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 125231 members 
Entering Unmasked Estep 
Score: -14390458.000000 Penalty: 3836.340332
	Iteration 108Q: 3 clusters Score -1.439046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 125249 members 
Entering Unmasked Estep 
Score: -14390451.000000 Penalty: 3836.340332
	Iteration 109Q: 3 clusters Score -1.439045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 125272 members 
Entering Unmasked Estep 
Score: -14390463.000000 Penalty: 3836.340332
	Iteration 110Q: 3 clusters Score -1.439046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -14390446.000000 Penalty: 3836.340332
	Iteration 111Q: 3 clusters Score -1.439045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 125300 members 
Entering Unmasked Estep 
Score: -14390431.000000 Penalty: 3836.340332
	Iteration 112Q: 3 clusters Score -1.439043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -14390442.000000 Penalty: 3836.340332
	Iteration 113Q: 3 clusters Score -1.439044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 125331 members 
Entering Unmasked Estep 
Score: -14390434.000000 Penalty: 3836.340332
	Iteration 114Q: 3 clusters Score -1.439043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 125344 members 
Entering Unmasked Estep 
Score: -14390443.000000 Penalty: 3836.340332
	Iteration 115Q: 3 clusters Score -1.439044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 125357 members 
Entering Unmasked Estep 
Score: -14390444.000000 Penalty: 3836.340332
	Iteration 116Q: 3 clusters Score -1.439044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -14390448.000000 Penalty: 3836.340332
	Iteration 117Q: 3 clusters Score -1.439045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -14390441.000000 Penalty: 3836.340332
	Iteration 118Q: 3 clusters Score -1.439044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 125403 members 
Entering Unmasked Estep 
Score: -14390457.000000 Penalty: 3836.340332
	Iteration 119Q: 3 clusters Score -1.439046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -14390475.000000 Penalty: 3836.340332
	Iteration 120F: 3 clusters Score -1.439048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 125454 members 
Entering Unmasked Estep 
Score: -14390461.000000 Penalty: 3836.340332
	Iteration 121Q: 3 clusters Score -1.439046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 125468 members 
Entering Unmasked Estep 
Score: -14390458.000000 Penalty: 3836.340332
	Iteration 122Q: 3 clusters Score -1.439046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -14390455.000000 Penalty: 3836.340332
	Iteration 123Q: 3 clusters Score -1.439046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 125514 members 
Entering Unmasked Estep 
Score: -14390434.000000 Penalty: 3836.340332
	Iteration 124Q: 3 clusters Score -1.439043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -14390423.000000 Penalty: 3836.340332
	Iteration 125Q: 3 clusters Score -1.439042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -14390428.000000 Penalty: 3836.340332
	Iteration 126Q: 3 clusters Score -1.439043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 125560 members 
Entering Unmasked Estep 
Score: -14390426.000000 Penalty: 3836.340332
	Iteration 127Q: 3 clusters Score -1.439043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -14390423.000000 Penalty: 3836.340332
	Iteration 128Q: 3 clusters Score -1.439042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 125577 members 
Entering Unmasked Estep 
Score: -14390433.000000 Penalty: 3836.340332
	Iteration 129Q: 3 clusters Score -1.439043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 125593 members 
Entering Unmasked Estep 
Score: -14390445.000000 Penalty: 3836.340332
	Iteration 130Q: 3 clusters Score -1.439044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 125596 members 
Entering Unmasked Estep 
Score: -14390436.000000 Penalty: 3836.340332
	Iteration 131Q: 3 clusters Score -1.439044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -14390452.000000 Penalty: 3836.340332
	Iteration 132Q: 3 clusters Score -1.439045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 125611 members 
Entering Unmasked Estep 
Score: -14390470.000000 Penalty: 3836.340332
	Iteration 133Q: 3 clusters Score -1.439047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -14390473.000000 Penalty: 3836.340332
	Iteration 134Q: 3 clusters Score -1.439047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -14390477.000000 Penalty: 3836.340332
	Iteration 135Q: 3 clusters Score -1.439048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 125635 members 
Entering Unmasked Estep 
Score: -14390461.000000 Penalty: 3836.340332
	Iteration 136Q: 3 clusters Score -1.439046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -14390450.000000 Penalty: 3836.340332
	Iteration 137Q: 3 clusters Score -1.439045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -14390468.000000 Penalty: 3836.340332
	Iteration 138Q: 3 clusters Score -1.439047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -14390446.000000 Penalty: 3836.340332
	Iteration 139Q: 3 clusters Score -1.439045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 125663 members 
Entering Unmasked Estep 
Score: -14390445.000000 Penalty: 3836.340332
	Iteration 140F: 3 clusters Score -1.439044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 125674 members 
Entering Unmasked Estep 
Score: -14390424.000000 Penalty: 3836.340332
	Iteration 141Q: 3 clusters Score -1.439042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -14390416.000000 Penalty: 3836.340332
	Iteration 142Q: 3 clusters Score -1.439042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -14390418.000000 Penalty: 3836.340332
	Iteration 143Q: 3 clusters Score -1.439042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 125683 members 
Entering Unmasked Estep 
Score: -14390432.000000 Penalty: 3836.340332
	Iteration 144Q: 3 clusters Score -1.439043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -14390433.000000 Penalty: 3836.340332
	Iteration 145Q: 3 clusters Score -1.439043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 125679 members 
Entering Unmasked Estep 
Score: -14390423.000000 Penalty: 3836.340332
	Iteration 146Q: 3 clusters Score -1.439042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -14390416.000000 Penalty: 3836.340332
	Iteration 147Q: 3 clusters Score -1.439042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 125671 members 
Entering Unmasked Estep 
Score: -14390431.000000 Penalty: 3836.340332
	Iteration 148Q: 3 clusters Score -1.439043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 125665 members 
Entering Unmasked Estep 
Score: -14390439.000000 Penalty: 3836.340332
	Iteration 149Q: 3 clusters Score -1.439044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -14390435.000000 Penalty: 3836.340332
	Iteration 150Q: 3 clusters Score -1.439044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -14390428.000000 Penalty: 3836.340332
	Iteration 151Q: 3 clusters Score -1.439043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -14390426.000000 Penalty: 3836.340332
	Iteration 152Q: 3 clusters Score -1.439043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -14390427.000000 Penalty: 3836.340332
	Iteration 153Q: 3 clusters Score -1.439043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -14390437.000000 Penalty: 3836.340332
	Iteration 154Q: 3 clusters Score -1.439044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 125690 members 
Entering Unmasked Estep 
Score: -14390433.000000 Penalty: 3836.340332
	Iteration 155Q: 3 clusters Score -1.439043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -14390450.000000 Penalty: 3836.340332
	Iteration 156Q: 3 clusters Score -1.439045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 125719 members 
Entering Unmasked Estep 
Score: -14390455.000000 Penalty: 3836.340332
	Iteration 157Q: 3 clusters Score -1.439046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 125729 members 
Entering Unmasked Estep 
Score: -14390469.000000 Penalty: 3836.340332
	Iteration 158Q: 3 clusters Score -1.439047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -14390455.000000 Penalty: 3836.340332
	Iteration 159Q: 3 clusters Score -1.439046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -14390456.000000 Penalty: 3836.340332
	Iteration 160F: 3 clusters Score -1.439046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 125756 members 
Entering Unmasked Estep 
Score: -14390445.000000 Penalty: 3836.340332
	Iteration 161Q: 3 clusters Score -1.439044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -14390447.000000 Penalty: 3836.340332
	Iteration 162Q: 3 clusters Score -1.439045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 125768 members 
Entering Unmasked Estep 
Score: -14390433.000000 Penalty: 3836.340332
	Iteration 163Q: 3 clusters Score -1.439043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -14390452.000000 Penalty: 3836.340332
	Iteration 164Q: 3 clusters Score -1.439045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -14390453.000000 Penalty: 3836.340332
	Iteration 165Q: 3 clusters Score -1.439045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -14390455.000000 Penalty: 3836.340332
	Iteration 166Q: 3 clusters Score -1.439046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -14390447.000000 Penalty: 3836.340332
	Iteration 167Q: 3 clusters Score -1.439045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -14390433.000000 Penalty: 3836.340332
	Iteration 168Q: 3 clusters Score -1.439043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -14390460.000000 Penalty: 3836.340332
	Iteration 169Q: 3 clusters Score -1.439046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -14390446.000000 Penalty: 3836.340332
	Iteration 170Q: 3 clusters Score -1.439045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -14390467.000000 Penalty: 3836.340332
	Iteration 171Q: 3 clusters Score -1.439047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -14390455.000000 Penalty: 3836.340332
	Iteration 172Q: 3 clusters Score -1.439046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 125892 members 
Entering Unmasked Estep 
Score: -14390448.000000 Penalty: 3836.340332
	Iteration 173Q: 3 clusters Score -1.439045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -14390464.000000 Penalty: 3836.340332
	Iteration 174Q: 3 clusters Score -1.439046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -14390471.000000 Penalty: 3836.340332
	Iteration 175Q: 3 clusters Score -1.439047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 125917 members 
Entering Unmasked Estep 
Score: -14390473.000000 Penalty: 3836.340332
	Iteration 176Q: 3 clusters Score -1.439047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -14390469.000000 Penalty: 3836.340332
	Iteration 177Q: 3 clusters Score -1.439047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -14390473.000000 Penalty: 3836.340332
	Iteration 178Q: 3 clusters Score -1.439047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 125938 members 
Entering Unmasked Estep 
Score: -14390469.000000 Penalty: 3836.340332
	Iteration 179Q: 3 clusters Score -1.439047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 125945 members 
Entering Unmasked Estep 
Score: -14390483.000000 Penalty: 3836.340332
	Iteration 180F: 3 clusters Score -1.439048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -14390486.000000 Penalty: 3836.340332
	Iteration 181Q: 3 clusters Score -1.439049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -14390486.000000 Penalty: 3836.340332
	Iteration 182Q: 3 clusters Score -1.439049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -14390486.000000 Penalty: 3836.340332
	Iteration 183Q: 3 clusters Score -1.439049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 126000 members 
Entering Unmasked Estep 
Score: -14390509.000000 Penalty: 3836.340332
	Iteration 184Q: 3 clusters Score -1.439051e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -14390526.000000 Penalty: 3836.340332
	Iteration 185Q: 3 clusters Score -1.439053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 126030 members 
Entering Unmasked Estep 
Score: -14390537.000000 Penalty: 3836.340332
	Iteration 186Q: 3 clusters Score -1.439054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 126041 members 
Entering Unmasked Estep 
Score: -14390544.000000 Penalty: 3836.340332
	Iteration 187Q: 3 clusters Score -1.439054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 126057 members 
Entering Unmasked Estep 
Score: -14390541.000000 Penalty: 3836.340332
	Iteration 188Q: 3 clusters Score -1.439054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 126068 members 
Entering Unmasked Estep 
Score: -14390548.000000 Penalty: 3836.340332
	Iteration 189Q: 3 clusters Score -1.439055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 126082 members 
Entering Unmasked Estep 
Score: -14390527.000000 Penalty: 3836.340332
	Iteration 190Q: 3 clusters Score -1.439053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -14390520.000000 Penalty: 3836.340332
	Iteration 191Q: 3 clusters Score -1.439052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 126114 members 
Entering Unmasked Estep 
Score: -14390516.000000 Penalty: 3836.340332
	Iteration 192Q: 3 clusters Score -1.439052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -14390536.000000 Penalty: 3836.340332
	Iteration 193Q: 3 clusters Score -1.439054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -14390557.000000 Penalty: 3836.340332
	Iteration 194Q: 3 clusters Score -1.439056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 126204 members 
Entering Unmasked Estep 
Score: -14390559.000000 Penalty: 3836.340332
	Iteration 195Q: 3 clusters Score -1.439056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 126230 members 
Entering Unmasked Estep 
Score: -14390561.000000 Penalty: 3836.340332
	Iteration 196Q: 3 clusters Score -1.439056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -14390574.000000 Penalty: 3836.340332
	Iteration 197Q: 3 clusters Score -1.439057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -14390568.000000 Penalty: 3836.340332
	Iteration 198Q: 3 clusters Score -1.439057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -14390568.000000 Penalty: 3836.340332
	Iteration 199Q: 3 clusters Score -1.439057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 126321 members 
Entering Unmasked Estep 
Score: -14390565.000000 Penalty: 3836.340332
	Iteration 200F: 3 clusters Score -1.439056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -14390571.000000 Penalty: 3836.340332
	Iteration 201Q: 3 clusters Score -1.439057e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -14390563.000000 Penalty: 3836.340332
	Iteration 202Q: 3 clusters Score -1.439056e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -14390552.000000 Penalty: 3836.340332
	Iteration 203Q: 3 clusters Score -1.439055e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
Score: -14390564.000000 Penalty: 3836.340332
	Iteration 204Q: 3 clusters Score -1.439056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 126419 members 
Entering Unmasked Estep 
Score: -14390573.000000 Penalty: 3836.340332
	Iteration 205Q: 3 clusters Score -1.439057e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 126434 members 
Entering Unmasked Estep 
Score: -14390578.000000 Penalty: 3836.340332
	Iteration 206Q: 3 clusters Score -1.439058e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 126454 members 
Entering Unmasked Estep 
Score: -14390590.000000 Penalty: 3836.340332
	Iteration 207Q: 3 clusters Score -1.439059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -14390580.000000 Penalty: 3836.340332
	Iteration 208Q: 3 clusters Score -1.439058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -14390585.000000 Penalty: 3836.340332
	Iteration 209Q: 3 clusters Score -1.439058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 126513 members 
Entering Unmasked Estep 
Score: -14390595.000000 Penalty: 3836.340332
	Iteration 210Q: 3 clusters Score -1.43906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -14390584.000000 Penalty: 3836.340332
	Iteration 211Q: 3 clusters Score -1.439058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -14390606.000000 Penalty: 3836.340332
	Iteration 212Q: 3 clusters Score -1.439061e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
Score: -14390610.000000 Penalty: 3836.340332
	Iteration 213Q: 3 clusters Score -1.439061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -14390623.000000 Penalty: 3836.340332
	Iteration 214Q: 3 clusters Score -1.439062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 126610 members 
Entering Unmasked Estep 
Score: -14390629.000000 Penalty: 3836.340332
	Iteration 215Q: 3 clusters Score -1.439063e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 126625 members 
Entering Unmasked Estep 
Score: -14390641.000000 Penalty: 3836.340332
	Iteration 216Q: 3 clusters Score -1.439064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 126645 members 
Entering Unmasked Estep 
Score: -14390658.000000 Penalty: 3836.340332
	Iteration 217Q: 3 clusters Score -1.439066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -14390668.000000 Penalty: 3836.340332
	Iteration 218Q: 3 clusters Score -1.439067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 126669 members 
Entering Unmasked Estep 
Score: -14390655.000000 Penalty: 3836.340332
	Iteration 219Q: 3 clusters Score -1.439066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 126674 members 
Entering Unmasked Estep 
Score: -14390639.000000 Penalty: 3836.340332
	Iteration 220F: 3 clusters Score -1.439064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 126676 members 
Entering Unmasked Estep 
Score: -14390657.000000 Penalty: 3836.340332
	Iteration 221Q: 3 clusters Score -1.439066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 126679 members 
Entering Unmasked Estep 
Score: -14390642.000000 Penalty: 3836.340332
	Iteration 222Q: 3 clusters Score -1.439064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 126680 members 
Entering Unmasked Estep 
Score: -14390644.000000 Penalty: 3836.340332
	Iteration 223Q: 3 clusters Score -1.439064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 126681 members 
Entering Unmasked Estep 
Score: -14390638.000000 Penalty: 3836.340332
	Iteration 224Q: 3 clusters Score -1.439064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -14390629.000000 Penalty: 3836.340332
	Iteration 225Q: 3 clusters Score -1.439063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -14390625.000000 Penalty: 3836.340332
	Iteration 226Q: 3 clusters Score -1.439062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 126694 members 
Entering Unmasked Estep 
Score: -14390638.000000 Penalty: 3836.340332
	Iteration 227Q: 3 clusters Score -1.439064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 126702 members 
Entering Unmasked Estep 
Score: -14390631.000000 Penalty: 3836.340332
	Iteration 228Q: 3 clusters Score -1.439063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 126702 members 
Entering Unmasked Estep 
Score: -14390628.000000 Penalty: 3836.340332
	Iteration 229Q: 3 clusters Score -1.439063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -14390640.000000 Penalty: 3836.340332
	Iteration 230Q: 3 clusters Score -1.439064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -14390644.000000 Penalty: 3836.340332
	Iteration 231Q: 3 clusters Score -1.439064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 126697 members 
Entering Unmasked Estep 
Score: -14390649.000000 Penalty: 3836.340332
	Iteration 232Q: 3 clusters Score -1.439065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 126698 members 
Entering Unmasked Estep 
Score: -14390649.000000 Penalty: 3836.340332
	Iteration 233Q: 3 clusters Score -1.439065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 126698 members 
Entering Unmasked Estep 
Score: -14390649.000000 Penalty: 3836.340332
	Iteration 234F: 3 clusters Score -1.439065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -50580.996094 Penalty: 1088.868774
	Iteration 0F: 2 clusters Score -50581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49802.023438 Penalty: 2177.737549
	Iteration 0F: 3 clusters Score -49802.02 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51289.671875 Penalty: 2177.737549
	Iteration 1F: 3 clusters Score -51289.67 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -52183.382812 Penalty: 2177.737549
	Iteration 2F: 3 clusters Score -52183.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52731.285156 Penalty: 2177.737549
	Iteration 3F: 3 clusters Score -52731.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53359.476562 Penalty: 2177.737549
	Iteration 4F: 3 clusters Score -53359.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -53889.160156 Penalty: 2177.737549
	Iteration 5Q: 3 clusters Score -53889.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54104.093750 Penalty: 2177.737549
	Iteration 6Q: 3 clusters Score -54104.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -54180.289062 Penalty: 2177.737549
	Iteration 7Q: 3 clusters Score -54180.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54230.253906 Penalty: 2177.737549
	Iteration 8Q: 3 clusters Score -54230.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -54239.636719 Penalty: 2177.737549
	Iteration 9Q: 3 clusters Score -54239.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54240.531250 Penalty: 2177.737549
	Iteration 10Q: 3 clusters Score -54240.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54306.242188 Penalty: 2177.737549
	Iteration 11F: 3 clusters Score -54306.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -54764.156250 Penalty: 2177.737549
	Iteration 12Q: 3 clusters Score -54764.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55075.972656 Penalty: 2177.737549
	Iteration 13Q: 3 clusters Score -55075.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55221.003906 Penalty: 2177.737549
	Iteration 14Q: 3 clusters Score -55221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -55300.835938 Penalty: 2177.737549
	Iteration 15Q: 3 clusters Score -55300.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55374.777344 Penalty: 2177.737549
	Iteration 16Q: 3 clusters Score -55374.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55380.960938 Penalty: 2177.737549
	Iteration 17Q: 3 clusters Score -55380.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55400.628906 Penalty: 2177.737549
	Iteration 18Q: 3 clusters Score -55400.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55467.285156 Penalty: 2177.737549
	Iteration 19F: 3 clusters Score -55467.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55717.425781 Penalty: 2177.737549
	Iteration 20F: 3 clusters Score -55717.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55717.792969 Penalty: 2177.737549
	Iteration 21Q: 3 clusters Score -55717.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55718.890625 Penalty: 2177.737549
	Iteration 22Q: 3 clusters Score -55718.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55718.890625 Penalty: 2177.737549
	Iteration 23F: 3 clusters Score -55718.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 193723 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 60967 members 
Mstep: Class 29 contains 465 members 
Entering Unmasked Estep 
Score: -100944936.000000 Penalty: 64979.320312
Splitting cluster 16 changes total score from -100904616.000000 to -100944936.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -515670.750000 Penalty: 1374.058228
	Iteration 0F: 2 clusters Score -515670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -511870.718750 Penalty: 2748.116455
	Iteration 0F: 3 clusters Score -511870.7 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -512882.218750 Penalty: 2748.116455
	Iteration 1F: 3 clusters Score -512882.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -513060.031250 Penalty: 2748.116455
	Iteration 2F: 3 clusters Score -513060 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -513203.062500 Penalty: 2748.116455
	Iteration 3F: 3 clusters Score -513203.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -513315.250000 Penalty: 2748.116455
	Iteration 4Q: 3 clusters Score -513315.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -513421.125000 Penalty: 2748.116455
	Iteration 5Q: 3 clusters Score -513421.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -513536.781250 Penalty: 2748.116455
	Iteration 6Q: 3 clusters Score -513536.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -513641.250000 Penalty: 2748.116455
	Iteration 7Q: 3 clusters Score -513641.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -513759.125000 Penalty: 2748.116455
	Iteration 8Q: 3 clusters Score -513759.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -513885.375000 Penalty: 2748.116455
	Iteration 9Q: 3 clusters Score -513885.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -513985.093750 Penalty: 2748.116455
	Iteration 10Q: 3 clusters Score -513985.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -514090.937500 Penalty: 2748.116455
	Iteration 11Q: 3 clusters Score -514090.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -514179.218750 Penalty: 2748.116455
	Iteration 12Q: 3 clusters Score -514179.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -514257.312500 Penalty: 2748.116455
	Iteration 13Q: 3 clusters Score -514257.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -514314.500000 Penalty: 2748.116455
	Iteration 14Q: 3 clusters Score -514314.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -514355.906250 Penalty: 2748.116455
	Iteration 15Q: 3 clusters Score -514355.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -514381.093750 Penalty: 2748.116455
	Iteration 16Q: 3 clusters Score -514381.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -514406.562500 Penalty: 2748.116455
	Iteration 17Q: 3 clusters Score -514406.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -514427.468750 Penalty: 2748.116455
	Iteration 18Q: 3 clusters Score -514427.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -514448.125000 Penalty: 2748.116455
	Iteration 19Q: 3 clusters Score -514448.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -514460.750000 Penalty: 2748.116455
	Iteration 20F: 3 clusters Score -514460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -514467.843750 Penalty: 2748.116455
	Iteration 21Q: 3 clusters Score -514467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -514477.906250 Penalty: 2748.116455
	Iteration 22Q: 3 clusters Score -514477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -514490.625000 Penalty: 2748.116455
	Iteration 23Q: 3 clusters Score -514490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -514499.625000 Penalty: 2748.116455
	Iteration 24Q: 3 clusters Score -514499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -514504.218750 Penalty: 2748.116455
	Iteration 25Q: 3 clusters Score -514504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -514506.656250 Penalty: 2748.116455
	Iteration 26Q: 3 clusters Score -514506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -514507.406250 Penalty: 2748.116455
	Iteration 27Q: 3 clusters Score -514507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -514510.781250 Penalty: 2748.116455
	Iteration 28Q: 3 clusters Score -514510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -514513.406250 Penalty: 2748.116455
	Iteration 29Q: 3 clusters Score -514513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -514517.281250 Penalty: 2748.116455
	Iteration 30Q: 3 clusters Score -514517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -514519.437500 Penalty: 2748.116455
	Iteration 31Q: 3 clusters Score -514519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -514522.812500 Penalty: 2748.116455
	Iteration 32Q: 3 clusters Score -514522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -514522.218750 Penalty: 2748.116455
	Iteration 33Q: 3 clusters Score -514522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -514522.218750 Penalty: 2748.116455
	Iteration 34F: 3 clusters Score -514522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -478315.687500 Penalty: 1370.388306
	Iteration 0F: 2 clusters Score -478315.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -474596.531250 Penalty: 2740.776611
	Iteration 0F: 3 clusters Score -474596.5 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -475649.093750 Penalty: 2740.776611
	Iteration 1F: 3 clusters Score -475649.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -475918.812500 Penalty: 2740.776611
	Iteration 2F: 3 clusters Score -475918.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -476124.250000 Penalty: 2740.776611
	Iteration 3F: 3 clusters Score -476124.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -476280.500000 Penalty: 2740.776611
	Iteration 4F: 3 clusters Score -476280.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -476458.031250 Penalty: 2740.776611
	Iteration 5Q: 3 clusters Score -476458 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -476685.187500 Penalty: 2740.776611
	Iteration 6Q: 3 clusters Score -476685.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -476981.281250 Penalty: 2740.776611
	Iteration 7Q: 3 clusters Score -476981.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -477273.500000 Penalty: 2740.776611
	Iteration 8Q: 3 clusters Score -477273.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -477453.843750 Penalty: 2740.776611
	Iteration 9Q: 3 clusters Score -477453.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -477553.218750 Penalty: 2740.776611
	Iteration 10Q: 3 clusters Score -477553.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -477622.218750 Penalty: 2740.776611
	Iteration 11Q: 3 clusters Score -477622.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -477672.187500 Penalty: 2740.776611
	Iteration 12Q: 3 clusters Score -477672.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -477708.843750 Penalty: 2740.776611
	Iteration 13Q: 3 clusters Score -477708.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -477733.875000 Penalty: 2740.776611
	Iteration 14Q: 3 clusters Score -477733.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -477755.500000 Penalty: 2740.776611
	Iteration 15Q: 3 clusters Score -477755.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -477768.625000 Penalty: 2740.776611
	Iteration 16Q: 3 clusters Score -477768.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -477778.937500 Penalty: 2740.776611
	Iteration 17Q: 3 clusters Score -477778.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -477784.843750 Penalty: 2740.776611
	Iteration 18Q: 3 clusters Score -477784.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -477786.937500 Penalty: 2740.776611
	Iteration 19Q: 3 clusters Score -477786.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -477790.281250 Penalty: 2740.776611
	Iteration 20F: 3 clusters Score -477790.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -477793.250000 Penalty: 2740.776611
	Iteration 21Q: 3 clusters Score -477793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -477796.500000 Penalty: 2740.776611
	Iteration 22Q: 3 clusters Score -477796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -477798.375000 Penalty: 2740.776611
	Iteration 23Q: 3 clusters Score -477798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -477800.906250 Penalty: 2740.776611
	Iteration 24Q: 3 clusters Score -477800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -477801.843750 Penalty: 2740.776611
	Iteration 25Q: 3 clusters Score -477801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -477802.437500 Penalty: 2740.776611
	Iteration 26Q: 3 clusters Score -477802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -477802.968750 Penalty: 2740.776611
	Iteration 27Q: 3 clusters Score -477803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -477803.437500 Penalty: 2740.776611
	Iteration 28Q: 3 clusters Score -477803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -477804.218750 Penalty: 2740.776611
	Iteration 29Q: 3 clusters Score -477804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -477804.218750 Penalty: 2740.776611
	Iteration 30F: 3 clusters Score -477804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (183377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183377 members 
Entering Unmasked Estep 
Score: -19823190.000000 Penalty: 1969.386108
	Iteration 0F: 2 clusters Score -1.982319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -19731910.000000 Penalty: 3938.772217
	Iteration 0F: 3 clusters Score -1.973191e+07 nChanged 88605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -19785034.000000 Penalty: 3938.772217
	Iteration 1F: 3 clusters Score -1.978503e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -19787716.000000 Penalty: 3938.772217
	Iteration 2Q: 3 clusters Score -1.978772e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 97545 members 
Entering Unmasked Estep 
Score: -19792200.000000 Penalty: 3938.772217
	Iteration 3Q: 3 clusters Score -1.97922e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -19798804.000000 Penalty: 3938.772217
	Iteration 4F: 3 clusters Score -1.97988e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -19806966.000000 Penalty: 3938.772217
	Iteration 5F: 3 clusters Score -1.980697e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -19815018.000000 Penalty: 3938.772217
	Iteration 6F: 3 clusters Score -1.981502e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -19820436.000000 Penalty: 3938.772217
	Iteration 7F: 3 clusters Score -1.982044e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -19822982.000000 Penalty: 3938.772217
	Iteration 8Q: 3 clusters Score -1.982298e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -19823578.000000 Penalty: 3938.772217
	Iteration 9Q: 3 clusters Score -1.982358e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -19823670.000000 Penalty: 3938.772217
	Iteration 10Q: 3 clusters Score -1.982367e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -19823812.000000 Penalty: 3938.772217
	Iteration 11Q: 3 clusters Score -1.982381e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -19823776.000000 Penalty: 3938.772217
	Iteration 12Q: 3 clusters Score -1.982378e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -19823772.000000 Penalty: 3938.772217
	Iteration 13Q: 3 clusters Score -1.982377e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -19823816.000000 Penalty: 3938.772217
	Iteration 14Q: 3 clusters Score -1.982382e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -19823758.000000 Penalty: 3938.772217
	Iteration 15Q: 3 clusters Score -1.982376e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -19823728.000000 Penalty: 3938.772217
	Iteration 16Q: 3 clusters Score -1.982373e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -19823710.000000 Penalty: 3938.772217
	Iteration 17Q: 3 clusters Score -1.982371e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -19823718.000000 Penalty: 3938.772217
	Iteration 18Q: 3 clusters Score -1.982372e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -19823768.000000 Penalty: 3938.772217
	Iteration 19Q: 3 clusters Score -1.982377e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -19823800.000000 Penalty: 3938.772217
	Iteration 20F: 3 clusters Score -1.98238e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -19823840.000000 Penalty: 3938.772217
	Iteration 21Q: 3 clusters Score -1.982384e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -19823940.000000 Penalty: 3938.772217
	Iteration 22Q: 3 clusters Score -1.982394e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -19823982.000000 Penalty: 3938.772217
	Iteration 23Q: 3 clusters Score -1.982398e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -19824020.000000 Penalty: 3938.772217
	Iteration 24Q: 3 clusters Score -1.982402e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -19823984.000000 Penalty: 3938.772217
	Iteration 25Q: 3 clusters Score -1.982398e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -19824032.000000 Penalty: 3938.772217
	Iteration 26Q: 3 clusters Score -1.982403e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -19824094.000000 Penalty: 3938.772217
	Iteration 27Q: 3 clusters Score -1.982409e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -19824238.000000 Penalty: 3938.772217
	Iteration 28Q: 3 clusters Score -1.982424e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
Score: -19824340.000000 Penalty: 3938.772217
	Iteration 29Q: 3 clusters Score -1.982434e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -19824466.000000 Penalty: 3938.772217
	Iteration 30Q: 3 clusters Score -1.982447e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -19824584.000000 Penalty: 3938.772217
	Iteration 31Q: 3 clusters Score -1.982458e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -19824722.000000 Penalty: 3938.772217
	Iteration 32Q: 3 clusters Score -1.982472e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -19824758.000000 Penalty: 3938.772217
	Iteration 33Q: 3 clusters Score -1.982476e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -19824940.000000 Penalty: 3938.772217
	Iteration 34Q: 3 clusters Score -1.982494e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -19825112.000000 Penalty: 3938.772217
	Iteration 35Q: 3 clusters Score -1.982511e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -19825316.000000 Penalty: 3938.772217
	Iteration 36Q: 3 clusters Score -1.982532e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -19825390.000000 Penalty: 3938.772217
	Iteration 37Q: 3 clusters Score -1.982539e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -19825466.000000 Penalty: 3938.772217
	Iteration 38Q: 3 clusters Score -1.982547e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -19825566.000000 Penalty: 3938.772217
	Iteration 39Q: 3 clusters Score -1.982557e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -19825712.000000 Penalty: 3938.772217
	Iteration 40F: 3 clusters Score -1.982571e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -19825888.000000 Penalty: 3938.772217
	Iteration 41Q: 3 clusters Score -1.982589e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -19826010.000000 Penalty: 3938.772217
	Iteration 42Q: 3 clusters Score -1.982601e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -19826130.000000 Penalty: 3938.772217
	Iteration 43Q: 3 clusters Score -1.982613e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -19826260.000000 Penalty: 3938.772217
	Iteration 44Q: 3 clusters Score -1.982626e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -19826392.000000 Penalty: 3938.772217
	Iteration 45Q: 3 clusters Score -1.982639e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -19826544.000000 Penalty: 3938.772217
	Iteration 46Q: 3 clusters Score -1.982654e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -19826694.000000 Penalty: 3938.772217
	Iteration 47Q: 3 clusters Score -1.982669e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -19826888.000000 Penalty: 3938.772217
	Iteration 48Q: 3 clusters Score -1.982689e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -19827096.000000 Penalty: 3938.772217
	Iteration 49Q: 3 clusters Score -1.98271e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 96721 members 
Entering Unmasked Estep 
Score: -19827270.000000 Penalty: 3938.772217
	Iteration 50Q: 3 clusters Score -1.982727e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -19827424.000000 Penalty: 3938.772217
	Iteration 51Q: 3 clusters Score -1.982742e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 96695 members 
Entering Unmasked Estep 
Score: -19827654.000000 Penalty: 3938.772217
	Iteration 52Q: 3 clusters Score -1.982765e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -19827774.000000 Penalty: 3938.772217
	Iteration 53Q: 3 clusters Score -1.982777e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -19827842.000000 Penalty: 3938.772217
	Iteration 54Q: 3 clusters Score -1.982784e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -19828010.000000 Penalty: 3938.772217
	Iteration 55Q: 3 clusters Score -1.982801e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -19828136.000000 Penalty: 3938.772217
	Iteration 56Q: 3 clusters Score -1.982814e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -19828246.000000 Penalty: 3938.772217
	Iteration 57Q: 3 clusters Score -1.982825e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -19828342.000000 Penalty: 3938.772217
	Iteration 58Q: 3 clusters Score -1.982834e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -19828378.000000 Penalty: 3938.772217
	Iteration 59Q: 3 clusters Score -1.982838e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -19828396.000000 Penalty: 3938.772217
	Iteration 60F: 3 clusters Score -1.98284e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -19828414.000000 Penalty: 3938.772217
	Iteration 61Q: 3 clusters Score -1.982841e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -19828418.000000 Penalty: 3938.772217
	Iteration 62Q: 3 clusters Score -1.982842e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -19828422.000000 Penalty: 3938.772217
	Iteration 63Q: 3 clusters Score -1.982842e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -19828406.000000 Penalty: 3938.772217
	Iteration 64Q: 3 clusters Score -1.982841e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -19828338.000000 Penalty: 3938.772217
	Iteration 65Q: 3 clusters Score -1.982834e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 102588 members 
Entering Unmasked Estep 
Score: -19828272.000000 Penalty: 3938.772217
	Iteration 66Q: 3 clusters Score -1.982827e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 103415 members 
Entering Unmasked Estep 
Score: -19828146.000000 Penalty: 3938.772217
	Iteration 67Q: 3 clusters Score -1.982815e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -19827962.000000 Penalty: 3938.772217
	Iteration 68Q: 3 clusters Score -1.982796e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -19827830.000000 Penalty: 3938.772217
	Iteration 69Q: 3 clusters Score -1.982783e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -19827662.000000 Penalty: 3938.772217
	Iteration 70Q: 3 clusters Score -1.982766e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -19827482.000000 Penalty: 3938.772217
	Iteration 71Q: 3 clusters Score -1.982748e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -19827262.000000 Penalty: 3938.772217
	Iteration 72Q: 3 clusters Score -1.982726e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -19827106.000000 Penalty: 3938.772217
	Iteration 73Q: 3 clusters Score -1.982711e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
Score: -19826846.000000 Penalty: 3938.772217
	Iteration 74Q: 3 clusters Score -1.982685e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -19826598.000000 Penalty: 3938.772217
	Iteration 75Q: 3 clusters Score -1.98266e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 111244 members 
Entering Unmasked Estep 
Score: -19826190.000000 Penalty: 3938.772217
	Iteration 76Q: 3 clusters Score -1.982619e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -19825976.000000 Penalty: 3938.772217
	Iteration 77Q: 3 clusters Score -1.982598e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -19825730.000000 Penalty: 3938.772217
	Iteration 78Q: 3 clusters Score -1.982573e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -19825410.000000 Penalty: 3938.772217
	Iteration 79Q: 3 clusters Score -1.982541e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -19825238.000000 Penalty: 3938.772217
	Iteration 80F: 3 clusters Score -1.982524e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -19824950.000000 Penalty: 3938.772217
	Iteration 81Q: 3 clusters Score -1.982495e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -19824616.000000 Penalty: 3938.772217
	Iteration 82Q: 3 clusters Score -1.982462e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -19824382.000000 Penalty: 3938.772217
	Iteration 83Q: 3 clusters Score -1.982438e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -19824148.000000 Penalty: 3938.772217
	Iteration 84Q: 3 clusters Score -1.982415e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 116720 members 
Entering Unmasked Estep 
Score: -19823896.000000 Penalty: 3938.772217
	Iteration 85Q: 3 clusters Score -1.98239e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 117064 members 
Entering Unmasked Estep 
Score: -19823650.000000 Penalty: 3938.772217
	Iteration 86Q: 3 clusters Score -1.982365e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -19823396.000000 Penalty: 3938.772217
	Iteration 87Q: 3 clusters Score -1.98234e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -19823158.000000 Penalty: 3938.772217
	Iteration 88Q: 3 clusters Score -1.982316e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 117853 members 
Entering Unmasked Estep 
Score: -19822856.000000 Penalty: 3938.772217
	Iteration 89Q: 3 clusters Score -1.982286e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -19822590.000000 Penalty: 3938.772217
	Iteration 90Q: 3 clusters Score -1.982259e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 118040 members 
Entering Unmasked Estep 
Score: -19822322.000000 Penalty: 3938.772217
	Iteration 91Q: 3 clusters Score -1.982232e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -19822172.000000 Penalty: 3938.772217
	Iteration 92Q: 3 clusters Score -1.982217e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -19821918.000000 Penalty: 3938.772217
	Iteration 93Q: 3 clusters Score -1.982192e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 117557 members 
Entering Unmasked Estep 
Score: -19821756.000000 Penalty: 3938.772217
	Iteration 94Q: 3 clusters Score -1.982176e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 117182 members 
Entering Unmasked Estep 
Score: -19821532.000000 Penalty: 3938.772217
	Iteration 95Q: 3 clusters Score -1.982153e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -19821418.000000 Penalty: 3938.772217
	Iteration 96Q: 3 clusters Score -1.982142e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -19821316.000000 Penalty: 3938.772217
	Iteration 97Q: 3 clusters Score -1.982132e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -19821122.000000 Penalty: 3938.772217
	Iteration 98Q: 3 clusters Score -1.982112e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -19821010.000000 Penalty: 3938.772217
	Iteration 99Q: 3 clusters Score -1.982101e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 113881 members 
Entering Unmasked Estep 
Score: -19820952.000000 Penalty: 3938.772217
	Iteration 100F: 3 clusters Score -1.982095e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -19820962.000000 Penalty: 3938.772217
	Iteration 101Q: 3 clusters Score -1.982096e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -19820974.000000 Penalty: 3938.772217
	Iteration 102Q: 3 clusters Score -1.982097e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -19821046.000000 Penalty: 3938.772217
	Iteration 103Q: 3 clusters Score -1.982105e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 110120 members 
Entering Unmasked Estep 
Score: -19821054.000000 Penalty: 3938.772217
	Iteration 104Q: 3 clusters Score -1.982105e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -19820968.000000 Penalty: 3938.772217
	Iteration 105Q: 3 clusters Score -1.982097e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -19821056.000000 Penalty: 3938.772217
	Iteration 106Q: 3 clusters Score -1.982106e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -19821278.000000 Penalty: 3938.772217
	Iteration 107Q: 3 clusters Score -1.982128e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 105797 members 
Entering Unmasked Estep 
Score: -19821426.000000 Penalty: 3938.772217
	Iteration 108Q: 3 clusters Score -1.982143e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -19821520.000000 Penalty: 3938.772217
	Iteration 109Q: 3 clusters Score -1.982152e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -19821614.000000 Penalty: 3938.772217
	Iteration 110Q: 3 clusters Score -1.982161e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -19821808.000000 Penalty: 3938.772217
	Iteration 111Q: 3 clusters Score -1.982181e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -19821992.000000 Penalty: 3938.772217
	Iteration 112Q: 3 clusters Score -1.982199e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -19822184.000000 Penalty: 3938.772217
	Iteration 113Q: 3 clusters Score -1.982218e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -19822382.000000 Penalty: 3938.772217
	Iteration 114Q: 3 clusters Score -1.982238e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -19822582.000000 Penalty: 3938.772217
	Iteration 115Q: 3 clusters Score -1.982258e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -19822850.000000 Penalty: 3938.772217
	Iteration 116Q: 3 clusters Score -1.982285e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -19823196.000000 Penalty: 3938.772217
	Iteration 117Q: 3 clusters Score -1.98232e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -19823534.000000 Penalty: 3938.772217
	Iteration 118Q: 3 clusters Score -1.982353e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -19823868.000000 Penalty: 3938.772217
	Iteration 119Q: 3 clusters Score -1.982387e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -19824312.000000 Penalty: 3938.772217
	Iteration 120F: 3 clusters Score -1.982431e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -19824830.000000 Penalty: 3938.772217
	Iteration 121Q: 3 clusters Score -1.982483e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -19825508.000000 Penalty: 3938.772217
	Iteration 122Q: 3 clusters Score -1.982551e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -19826250.000000 Penalty: 3938.772217
	Iteration 123Q: 3 clusters Score -1.982625e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -19827062.000000 Penalty: 3938.772217
	Iteration 124Q: 3 clusters Score -1.982706e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -19827852.000000 Penalty: 3938.772217
	Iteration 125Q: 3 clusters Score -1.982785e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -19828596.000000 Penalty: 3938.772217
	Iteration 126Q: 3 clusters Score -1.98286e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -19829440.000000 Penalty: 3938.772217
	Iteration 127Q: 3 clusters Score -1.982944e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -19830238.000000 Penalty: 3938.772217
	Iteration 128Q: 3 clusters Score -1.983024e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -19831010.000000 Penalty: 3938.772217
	Iteration 129Q: 3 clusters Score -1.983101e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -19831638.000000 Penalty: 3938.772217
	Iteration 130Q: 3 clusters Score -1.983164e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -19832436.000000 Penalty: 3938.772217
	Iteration 131Q: 3 clusters Score -1.983244e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -19833248.000000 Penalty: 3938.772217
	Iteration 132Q: 3 clusters Score -1.983325e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -19834056.000000 Penalty: 3938.772217
	Iteration 133Q: 3 clusters Score -1.983406e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -19834666.000000 Penalty: 3938.772217
	Iteration 134Q: 3 clusters Score -1.983467e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -19835370.000000 Penalty: 3938.772217
	Iteration 135Q: 3 clusters Score -1.983537e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -19835898.000000 Penalty: 3938.772217
	Iteration 136Q: 3 clusters Score -1.98359e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -19836468.000000 Penalty: 3938.772217
	Iteration 137Q: 3 clusters Score -1.983647e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -19836706.000000 Penalty: 3938.772217
	Iteration 138Q: 3 clusters Score -1.983671e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -19836686.000000 Penalty: 3938.772217
	Iteration 139Q: 3 clusters Score -1.983669e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -19836738.000000 Penalty: 3938.772217
	Iteration 140F: 3 clusters Score -1.983674e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -19836628.000000 Penalty: 3938.772217
	Iteration 141Q: 3 clusters Score -1.983663e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -19836608.000000 Penalty: 3938.772217
	Iteration 142Q: 3 clusters Score -1.983661e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -19836512.000000 Penalty: 3938.772217
	Iteration 143Q: 3 clusters Score -1.983651e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 113373 members 
Entering Unmasked Estep 
Score: -19836236.000000 Penalty: 3938.772217
	Iteration 144Q: 3 clusters Score -1.983624e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 118038 members 
Entering Unmasked Estep 
Score: -19835940.000000 Penalty: 3938.772217
	Iteration 145Q: 3 clusters Score -1.983594e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -19835554.000000 Penalty: 3938.772217
	Iteration 146Q: 3 clusters Score -1.983555e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -19835024.000000 Penalty: 3938.772217
	Iteration 147Q: 3 clusters Score -1.983502e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -19834474.000000 Penalty: 3938.772217
	Iteration 148Q: 3 clusters Score -1.983447e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 139131 members 
Entering Unmasked Estep 
Score: -19834104.000000 Penalty: 3938.772217
	Iteration 149Q: 3 clusters Score -1.98341e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 144965 members 
Entering Unmasked Estep 
Score: -19833826.000000 Penalty: 3938.772217
	Iteration 150Q: 3 clusters Score -1.983383e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -19833444.000000 Penalty: 3938.772217
	Iteration 151Q: 3 clusters Score -1.983344e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 154634 members 
Entering Unmasked Estep 
Score: -19833110.000000 Penalty: 3938.772217
	Iteration 152Q: 3 clusters Score -1.983311e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 157605 members 
Entering Unmasked Estep 
Score: -19833162.000000 Penalty: 3938.772217
	Iteration 153Q: 3 clusters Score -1.983316e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 159493 members 
Entering Unmasked Estep 
Score: -19833034.000000 Penalty: 3938.772217
	Iteration 154Q: 3 clusters Score -1.983303e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -19832978.000000 Penalty: 3938.772217
	Iteration 155Q: 3 clusters Score -1.983298e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 161137 members 
Entering Unmasked Estep 
Score: -19832850.000000 Penalty: 3938.772217
	Iteration 156Q: 3 clusters Score -1.983285e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -19832786.000000 Penalty: 3938.772217
	Iteration 157Q: 3 clusters Score -1.983279e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 161527 members 
Entering Unmasked Estep 
Score: -19832758.000000 Penalty: 3938.772217
	Iteration 158Q: 3 clusters Score -1.983276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 161568 members 
Entering Unmasked Estep 
Score: -19832734.000000 Penalty: 3938.772217
	Iteration 159Q: 3 clusters Score -1.983273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -19835720.000000 Penalty: 3938.772217
	Iteration 160F: 3 clusters Score -1.983572e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -19835336.000000 Penalty: 3938.772217
	Iteration 161Q: 3 clusters Score -1.983534e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 171096 members 
Entering Unmasked Estep 
Score: -19833262.000000 Penalty: 3938.772217
	Iteration 162Q: 3 clusters Score -1.983326e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 174112 members 
Entering Unmasked Estep 
Score: -19831486.000000 Penalty: 3938.772217
	Iteration 163Q: 3 clusters Score -1.983149e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 176270 members 
Entering Unmasked Estep 
Score: -19829336.000000 Penalty: 3938.772217
	Iteration 164Q: 3 clusters Score -1.982934e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 177840 members 
Entering Unmasked Estep 
Score: -19827362.000000 Penalty: 3938.772217
	Iteration 165Q: 3 clusters Score -1.982736e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 178991 members 
Entering Unmasked Estep 
Score: -19826232.000000 Penalty: 3938.772217
	Iteration 166Q: 3 clusters Score -1.982623e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 179858 members 
Entering Unmasked Estep 
Score: -19825212.000000 Penalty: 3938.772217
	Iteration 167Q: 3 clusters Score -1.982521e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -19824554.000000 Penalty: 3938.772217
	Iteration 168Q: 3 clusters Score -1.982455e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -19824140.000000 Penalty: 3938.772217
	Iteration 169Q: 3 clusters Score -1.982414e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 181290 members 
Entering Unmasked Estep 
Score: -19823742.000000 Penalty: 3938.772217
	Iteration 170Q: 3 clusters Score -1.982374e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 181539 members 
Entering Unmasked Estep 
Score: -19823420.000000 Penalty: 3938.772217
	Iteration 171Q: 3 clusters Score -1.982342e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 181718 members 
Entering Unmasked Estep 
Score: -19823116.000000 Penalty: 3938.772217
	Iteration 172Q: 3 clusters Score -1.982312e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 181861 members 
Entering Unmasked Estep 
Score: -19823042.000000 Penalty: 3938.772217
	Iteration 173Q: 3 clusters Score -1.982304e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 181954 members 
Entering Unmasked Estep 
Score: -19822942.000000 Penalty: 3938.772217
	Iteration 174Q: 3 clusters Score -1.982294e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 182034 members 
Entering Unmasked Estep 
Score: -19822868.000000 Penalty: 3938.772217
	Iteration 175Q: 3 clusters Score -1.982287e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 182105 members 
Entering Unmasked Estep 
Score: -19822794.000000 Penalty: 3938.772217
	Iteration 176Q: 3 clusters Score -1.982279e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 182166 members 
Entering Unmasked Estep 
Score: -19822758.000000 Penalty: 3938.772217
	Iteration 177Q: 3 clusters Score -1.982276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 182206 members 
Entering Unmasked Estep 
Score: -19822770.000000 Penalty: 3938.772217
	Iteration 178Q: 3 clusters Score -1.982277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 182238 members 
Entering Unmasked Estep 
Score: -19822752.000000 Penalty: 3938.772217
	Iteration 179Q: 3 clusters Score -1.982275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 182270 members 
Entering Unmasked Estep 
Score: -19822694.000000 Penalty: 3938.772217
	Iteration 180F: 3 clusters Score -1.982269e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 182309 members 
Entering Unmasked Estep 
Score: -19822672.000000 Penalty: 3938.772217
	Iteration 181Q: 3 clusters Score -1.982267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 182339 members 
Entering Unmasked Estep 
Score: -19822638.000000 Penalty: 3938.772217
	Iteration 182Q: 3 clusters Score -1.982264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 182367 members 
Entering Unmasked Estep 
Score: -19822644.000000 Penalty: 3938.772217
	Iteration 183Q: 3 clusters Score -1.982264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 182385 members 
Entering Unmasked Estep 
Score: -19822642.000000 Penalty: 3938.772217
	Iteration 184Q: 3 clusters Score -1.982264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 182405 members 
Entering Unmasked Estep 
Score: -19822626.000000 Penalty: 3938.772217
	Iteration 185Q: 3 clusters Score -1.982263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 182425 members 
Entering Unmasked Estep 
Score: -19822600.000000 Penalty: 3938.772217
	Iteration 186Q: 3 clusters Score -1.98226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 182441 members 
Entering Unmasked Estep 
Score: -19822574.000000 Penalty: 3938.772217
	Iteration 187Q: 3 clusters Score -1.982257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 182459 members 
Entering Unmasked Estep 
Score: -19822580.000000 Penalty: 3938.772217
	Iteration 188Q: 3 clusters Score -1.982258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -19822580.000000 Penalty: 3938.772217
	Iteration 189Q: 3 clusters Score -1.982258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 182476 members 
Entering Unmasked Estep 
Score: -19822570.000000 Penalty: 3938.772217
	Iteration 190Q: 3 clusters Score -1.982257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 182481 members 
Entering Unmasked Estep 
Score: -19822590.000000 Penalty: 3938.772217
	Iteration 191Q: 3 clusters Score -1.982259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 182487 members 
Entering Unmasked Estep 
Score: -19822594.000000 Penalty: 3938.772217
	Iteration 192Q: 3 clusters Score -1.982259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 182497 members 
Entering Unmasked Estep 
Score: -19822588.000000 Penalty: 3938.772217
	Iteration 193Q: 3 clusters Score -1.982259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 182505 members 
Entering Unmasked Estep 
Score: -19822572.000000 Penalty: 3938.772217
	Iteration 194Q: 3 clusters Score -1.982257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 182514 members 
Entering Unmasked Estep 
Score: -19822554.000000 Penalty: 3938.772217
	Iteration 195Q: 3 clusters Score -1.982255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 182524 members 
Entering Unmasked Estep 
Score: -19822542.000000 Penalty: 3938.772217
	Iteration 196Q: 3 clusters Score -1.982254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 182528 members 
Entering Unmasked Estep 
Score: -19822544.000000 Penalty: 3938.772217
	Iteration 197Q: 3 clusters Score -1.982254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -19822534.000000 Penalty: 3938.772217
	Iteration 198Q: 3 clusters Score -1.982253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -19822534.000000 Penalty: 3938.772217
	Iteration 199Q: 3 clusters Score -1.982253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 182555 members 
Entering Unmasked Estep 
Score: -19822530.000000 Penalty: 3938.772217
	Iteration 200F: 3 clusters Score -1.982253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 182569 members 
Entering Unmasked Estep 
Score: -19822502.000000 Penalty: 3938.772217
	Iteration 201Q: 3 clusters Score -1.98225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 182575 members 
Entering Unmasked Estep 
Score: -19822490.000000 Penalty: 3938.772217
	Iteration 202Q: 3 clusters Score -1.982249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 182581 members 
Entering Unmasked Estep 
Score: -19822492.000000 Penalty: 3938.772217
	Iteration 203Q: 3 clusters Score -1.982249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 182586 members 
Entering Unmasked Estep 
Score: -19822490.000000 Penalty: 3938.772217
	Iteration 204Q: 3 clusters Score -1.982249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 182594 members 
Entering Unmasked Estep 
Score: -19822488.000000 Penalty: 3938.772217
	Iteration 205Q: 3 clusters Score -1.982249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 182603 members 
Entering Unmasked Estep 
Score: -19822476.000000 Penalty: 3938.772217
	Iteration 206Q: 3 clusters Score -1.982248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 182607 members 
Entering Unmasked Estep 
Score: -19822482.000000 Penalty: 3938.772217
	Iteration 207Q: 3 clusters Score -1.982248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -19822486.000000 Penalty: 3938.772217
	Iteration 208Q: 3 clusters Score -1.982249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 182612 members 
Entering Unmasked Estep 
Score: -19822478.000000 Penalty: 3938.772217
	Iteration 209Q: 3 clusters Score -1.982248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 182617 members 
Entering Unmasked Estep 
Score: -19822472.000000 Penalty: 3938.772217
	Iteration 210Q: 3 clusters Score -1.982247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 182621 members 
Entering Unmasked Estep 
Score: -19822470.000000 Penalty: 3938.772217
	Iteration 211Q: 3 clusters Score -1.982247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 182627 members 
Entering Unmasked Estep 
Score: -19822480.000000 Penalty: 3938.772217
	Iteration 212Q: 3 clusters Score -1.982248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 182630 members 
Entering Unmasked Estep 
Score: -19822476.000000 Penalty: 3938.772217
	Iteration 213Q: 3 clusters Score -1.982248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 182633 members 
Entering Unmasked Estep 
Score: -19822476.000000 Penalty: 3938.772217
	Iteration 214Q: 3 clusters Score -1.982248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 182639 members 
Entering Unmasked Estep 
Score: -19822456.000000 Penalty: 3938.772217
	Iteration 215Q: 3 clusters Score -1.982246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -19822462.000000 Penalty: 3938.772217
	Iteration 216Q: 3 clusters Score -1.982246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 182645 members 
Entering Unmasked Estep 
Score: -19822466.000000 Penalty: 3938.772217
	Iteration 217Q: 3 clusters Score -1.982247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 182648 members 
Entering Unmasked Estep 
Score: -19822466.000000 Penalty: 3938.772217
	Iteration 218Q: 3 clusters Score -1.982247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -19822460.000000 Penalty: 3938.772217
	Iteration 219Q: 3 clusters Score -1.982246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 182654 members 
Entering Unmasked Estep 
Score: -19822446.000000 Penalty: 3938.772217
	Iteration 220F: 3 clusters Score -1.982245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 182659 members 
Entering Unmasked Estep 
Score: -19822446.000000 Penalty: 3938.772217
	Iteration 221Q: 3 clusters Score -1.982245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 182663 members 
Entering Unmasked Estep 
Score: -19822428.000000 Penalty: 3938.772217
	Iteration 222Q: 3 clusters Score -1.982243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 182666 members 
Entering Unmasked Estep 
Score: -19822430.000000 Penalty: 3938.772217
	Iteration 223Q: 3 clusters Score -1.982243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 182669 members 
Entering Unmasked Estep 
Score: -19822418.000000 Penalty: 3938.772217
	Iteration 224Q: 3 clusters Score -1.982242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 182673 members 
Entering Unmasked Estep 
Score: -19822410.000000 Penalty: 3938.772217
	Iteration 225Q: 3 clusters Score -1.982241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 182677 members 
Entering Unmasked Estep 
Score: -19822398.000000 Penalty: 3938.772217
	Iteration 226Q: 3 clusters Score -1.98224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 182681 members 
Entering Unmasked Estep 
Score: -19822398.000000 Penalty: 3938.772217
	Iteration 227Q: 3 clusters Score -1.98224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 182686 members 
Entering Unmasked Estep 
Score: -19822420.000000 Penalty: 3938.772217
	Iteration 228Q: 3 clusters Score -1.982242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 182688 members 
Entering Unmasked Estep 
Score: -19822394.000000 Penalty: 3938.772217
	Iteration 229Q: 3 clusters Score -1.982239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 182692 members 
Entering Unmasked Estep 
Score: -19822396.000000 Penalty: 3938.772217
	Iteration 230Q: 3 clusters Score -1.98224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 182693 members 
Entering Unmasked Estep 
Score: -19822388.000000 Penalty: 3938.772217
	Iteration 231Q: 3 clusters Score -1.982239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 182691 members 
Entering Unmasked Estep 
Score: -19822392.000000 Penalty: 3938.772217
	Iteration 232Q: 3 clusters Score -1.982239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 182691 members 
Entering Unmasked Estep 
Score: -19822412.000000 Penalty: 3938.772217
	Iteration 233Q: 3 clusters Score -1.982241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 182689 members 
Entering Unmasked Estep 
Score: -19822414.000000 Penalty: 3938.772217
	Iteration 234Q: 3 clusters Score -1.982241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 182690 members 
Entering Unmasked Estep 
Score: -19822414.000000 Penalty: 3938.772217
	Iteration 235Q: 3 clusters Score -1.982241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 182693 members 
Entering Unmasked Estep 
Score: -19822400.000000 Penalty: 3938.772217
	Iteration 236Q: 3 clusters Score -1.98224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 182692 members 
Entering Unmasked Estep 
Score: -19822408.000000 Penalty: 3938.772217
	Iteration 237Q: 3 clusters Score -1.982241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 182692 members 
Entering Unmasked Estep 
Score: -19822408.000000 Penalty: 3938.772217
	Iteration 238F: 3 clusters Score -1.982241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114629 members 
Entering Unmasked Estep 
Score: -12262051.000000 Penalty: 1893.036621
	Iteration 0F: 2 clusters Score -1.226205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -12186470.000000 Penalty: 3786.073242
	Iteration 0F: 3 clusters Score -1.218647e+07 nChanged 54877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -12218553.000000 Penalty: 3786.073242
	Iteration 1F: 3 clusters Score -1.221855e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -12219983.000000 Penalty: 3786.073242
	Iteration 2Q: 3 clusters Score -1.221998e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -12222256.000000 Penalty: 3786.073242
	Iteration 3Q: 3 clusters Score -1.222226e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -12225574.000000 Penalty: 3786.073242
	Iteration 4F: 3 clusters Score -1.222557e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -12230030.000000 Penalty: 3786.073242
	Iteration 5F: 3 clusters Score -1.223003e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -12234731.000000 Penalty: 3786.073242
	Iteration 6F: 3 clusters Score -1.223473e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -12238891.000000 Penalty: 3786.073242
	Iteration 7F: 3 clusters Score -1.223889e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -12241844.000000 Penalty: 3786.073242
	Iteration 8F: 3 clusters Score -1.224184e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -12244170.000000 Penalty: 3786.073242
	Iteration 9Q: 3 clusters Score -1.224417e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -12246461.000000 Penalty: 3786.073242
	Iteration 10Q: 3 clusters Score -1.224646e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -12249117.000000 Penalty: 3786.073242
	Iteration 11Q: 3 clusters Score -1.224912e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -12252251.000000 Penalty: 3786.073242
	Iteration 12Q: 3 clusters Score -1.225225e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -12255369.000000 Penalty: 3786.073242
	Iteration 13Q: 3 clusters Score -1.225537e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -12258057.000000 Penalty: 3786.073242
	Iteration 14Q: 3 clusters Score -1.225806e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -12259656.000000 Penalty: 3786.073242
	Iteration 15Q: 3 clusters Score -1.225966e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -12260626.000000 Penalty: 3786.073242
	Iteration 16Q: 3 clusters Score -1.226063e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -12261154.000000 Penalty: 3786.073242
	Iteration 17Q: 3 clusters Score -1.226115e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -12261480.000000 Penalty: 3786.073242
	Iteration 18Q: 3 clusters Score -1.226148e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12261566.000000 Penalty: 3786.073242
	Iteration 19Q: 3 clusters Score -1.226157e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12261676.000000 Penalty: 3786.073242
	Iteration 20F: 3 clusters Score -1.226168e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12261712.000000 Penalty: 3786.073242
	Iteration 21Q: 3 clusters Score -1.226171e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -12261749.000000 Penalty: 3786.073242
	Iteration 22Q: 3 clusters Score -1.226175e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12261757.000000 Penalty: 3786.073242
	Iteration 23Q: 3 clusters Score -1.226176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113089 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12261779.000000 Penalty: 3786.073242
	Iteration 24Q: 3 clusters Score -1.226178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113120 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12261782.000000 Penalty: 3786.073242
	Iteration 25Q: 3 clusters Score -1.226178e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -12261807.000000 Penalty: 3786.073242
	Iteration 26Q: 3 clusters Score -1.226181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -12261827.000000 Penalty: 3786.073242
	Iteration 27Q: 3 clusters Score -1.226183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12261846.000000 Penalty: 3786.073242
	Iteration 28Q: 3 clusters Score -1.226185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113202 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -12261827.000000 Penalty: 3786.073242
	Iteration 29Q: 3 clusters Score -1.226183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12261827.000000 Penalty: 3786.073242
	Iteration 30Q: 3 clusters Score -1.226183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113233 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12261820.000000 Penalty: 3786.073242
	Iteration 31Q: 3 clusters Score -1.226182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113242 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12261831.000000 Penalty: 3786.073242
	Iteration 32Q: 3 clusters Score -1.226183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -12261829.000000 Penalty: 3786.073242
	Iteration 33Q: 3 clusters Score -1.226183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12261822.000000 Penalty: 3786.073242
	Iteration 34Q: 3 clusters Score -1.226182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113275 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12261816.000000 Penalty: 3786.073242
	Iteration 35Q: 3 clusters Score -1.226182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12261828.000000 Penalty: 3786.073242
	Iteration 36Q: 3 clusters Score -1.226183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113293 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12261820.000000 Penalty: 3786.073242
	Iteration 37Q: 3 clusters Score -1.226182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113296 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12261822.000000 Penalty: 3786.073242
	Iteration 38Q: 3 clusters Score -1.226182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113300 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12261828.000000 Penalty: 3786.073242
	Iteration 39Q: 3 clusters Score -1.226183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12261835.000000 Penalty: 3786.073242
	Iteration 40F: 3 clusters Score -1.226184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12261821.000000 Penalty: 3786.073242
	Iteration 41Q: 3 clusters Score -1.226182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12261829.000000 Penalty: 3786.073242
	Iteration 42Q: 3 clusters Score -1.226183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12261821.000000 Penalty: 3786.073242
	Iteration 43Q: 3 clusters Score -1.226182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -12261830.000000 Penalty: 3786.073242
	Iteration 44Q: 3 clusters Score -1.226183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -12261833.000000 Penalty: 3786.073242
	Iteration 45Q: 3 clusters Score -1.226183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12261839.000000 Penalty: 3786.073242
	Iteration 46Q: 3 clusters Score -1.226184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113327 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12261835.000000 Penalty: 3786.073242
	Iteration 47Q: 3 clusters Score -1.226184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113328 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12261836.000000 Penalty: 3786.073242
	Iteration 48Q: 3 clusters Score -1.226184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12261831.000000 Penalty: 3786.073242
	Iteration 49Q: 3 clusters Score -1.226183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12261827.000000 Penalty: 3786.073242
	Iteration 50Q: 3 clusters Score -1.226183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113329 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12261833.000000 Penalty: 3786.073242
	Iteration 51Q: 3 clusters Score -1.226183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113328 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12261832.000000 Penalty: 3786.073242
	Iteration 52Q: 3 clusters Score -1.226183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113329 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12261828.000000 Penalty: 3786.073242
	Iteration 53Q: 3 clusters Score -1.226183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12261822.000000 Penalty: 3786.073242
	Iteration 54Q: 3 clusters Score -1.226182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12261826.000000 Penalty: 3786.073242
	Iteration 55Q: 3 clusters Score -1.226183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12261844.000000 Penalty: 3786.073242
	Iteration 56Q: 3 clusters Score -1.226184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113335 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12261841.000000 Penalty: 3786.073242
	Iteration 57Q: 3 clusters Score -1.226184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113336 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12261836.000000 Penalty: 3786.073242
	Iteration 58Q: 3 clusters Score -1.226184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113336 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12261836.000000 Penalty: 3786.073242
	Iteration 59F: 3 clusters Score -1.226184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -74089.125000 Penalty: 1125.887451
	Iteration 0F: 2 clusters Score -74089.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72772.562500 Penalty: 2251.774902
	Iteration 0F: 3 clusters Score -72772.56 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -73447.906250 Penalty: 2251.774902
	Iteration 1F: 3 clusters Score -73447.91 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73861.695312 Penalty: 2251.774902
	Iteration 2F: 3 clusters Score -73861.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74365.429688 Penalty: 2251.774902
	Iteration 3F: 3 clusters Score -74365.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74943.367188 Penalty: 2251.774902
	Iteration 4F: 3 clusters Score -74943.37 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75225.804688 Penalty: 2251.774902
	Iteration 5F: 3 clusters Score -75225.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75329.710938 Penalty: 2251.774902
	Iteration 6Q: 3 clusters Score -75329.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75408.093750 Penalty: 2251.774902
	Iteration 7Q: 3 clusters Score -75408.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75481.718750 Penalty: 2251.774902
	Iteration 8Q: 3 clusters Score -75481.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75555.757812 Penalty: 2251.774902
	Iteration 9Q: 3 clusters Score -75555.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75632.445312 Penalty: 2251.774902
	Iteration 10Q: 3 clusters Score -75632.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75731.726562 Penalty: 2251.774902
	Iteration 11Q: 3 clusters Score -75731.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75930.304688 Penalty: 2251.774902
	Iteration 12Q: 3 clusters Score -75930.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76114.976562 Penalty: 2251.774902
	Iteration 13Q: 3 clusters Score -76114.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76232.585938 Penalty: 2251.774902
	Iteration 14Q: 3 clusters Score -76232.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76333.484375 Penalty: 2251.774902
	Iteration 15Q: 3 clusters Score -76333.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76374.687500 Penalty: 2251.774902
	Iteration 16Q: 3 clusters Score -76374.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76396.765625 Penalty: 2251.774902
	Iteration 17Q: 3 clusters Score -76396.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76415.992188 Penalty: 2251.774902
	Iteration 18Q: 3 clusters Score -76415.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76424.414062 Penalty: 2251.774902
	Iteration 19Q: 3 clusters Score -76424.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76456.453125 Penalty: 2251.774902
	Iteration 20F: 3 clusters Score -76456.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76550.250000 Penalty: 2251.774902
	Iteration 21Q: 3 clusters Score -76550.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76719.929688 Penalty: 2251.774902
	Iteration 22Q: 3 clusters Score -76719.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76788.359375 Penalty: 2251.774902
	Iteration 23Q: 3 clusters Score -76788.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76812.375000 Penalty: 2251.774902
	Iteration 24Q: 3 clusters Score -76812.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76813.187500 Penalty: 2251.774902
	Iteration 25Q: 3 clusters Score -76813.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76814.234375 Penalty: 2251.774902
	Iteration 26Q: 3 clusters Score -76814.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76815.109375 Penalty: 2251.774902
	Iteration 27Q: 3 clusters Score -76815.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76815.109375 Penalty: 2251.774902
	Iteration 28F: 3 clusters Score -76815.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 193723 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 60967 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 407 members 
Entering Unmasked Estep 
Score: -100946768.000000 Penalty: 67219.984375
Splitting cluster 21 changes total score from -100904616.000000 to -100946768.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (11962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Entering Unmasked Estep 
Score: -1257524.250000 Penalty: 1525.792114
	Iteration 0F: 2 clusters Score -1257524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1249170.750000 Penalty: 3051.584229
	Iteration 0F: 3 clusters Score -1249171 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1252018.250000 Penalty: 3051.584229
	Iteration 1F: 3 clusters Score -1252018 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1252320.250000 Penalty: 3051.584229
	Iteration 2F: 3 clusters Score -1252320 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1252623.000000 Penalty: 3051.584229
	Iteration 3F: 3 clusters Score -1252623 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1252925.250000 Penalty: 3051.584229
	Iteration 4F: 3 clusters Score -1252925 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1253183.875000 Penalty: 3051.584229
	Iteration 5Q: 3 clusters Score -1253184 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1253448.500000 Penalty: 3051.584229
	Iteration 6Q: 3 clusters Score -1253448 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1253730.500000 Penalty: 3051.584229
	Iteration 7Q: 3 clusters Score -1253730 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1254003.500000 Penalty: 3051.584229
	Iteration 8Q: 3 clusters Score -1254004 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1254265.125000 Penalty: 3051.584229
	Iteration 9Q: 3 clusters Score -1254265 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1254515.000000 Penalty: 3051.584229
	Iteration 10Q: 3 clusters Score -1254515 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1254781.750000 Penalty: 3051.584229
	Iteration 11Q: 3 clusters Score -1254782 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1255001.875000 Penalty: 3051.584229
	Iteration 12Q: 3 clusters Score -1255002 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1255204.000000 Penalty: 3051.584229
	Iteration 13Q: 3 clusters Score -1255204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1255365.750000 Penalty: 3051.584229
	Iteration 14Q: 3 clusters Score -1255366 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1255545.875000 Penalty: 3051.584229
	Iteration 15Q: 3 clusters Score -1255546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1255676.750000 Penalty: 3051.584229
	Iteration 16Q: 3 clusters Score -1255677 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1255776.000000 Penalty: 3051.584229
	Iteration 17Q: 3 clusters Score -1255776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1255867.875000 Penalty: 3051.584229
	Iteration 18Q: 3 clusters Score -1255868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1255935.875000 Penalty: 3051.584229
	Iteration 19Q: 3 clusters Score -1255936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1256007.875000 Penalty: 3051.584229
	Iteration 20F: 3 clusters Score -1256008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1256081.625000 Penalty: 3051.584229
	Iteration 21Q: 3 clusters Score -1256082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1256136.625000 Penalty: 3051.584229
	Iteration 22Q: 3 clusters Score -1256137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1256182.625000 Penalty: 3051.584229
	Iteration 23Q: 3 clusters Score -1256183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1256229.250000 Penalty: 3051.584229
	Iteration 24Q: 3 clusters Score -1256229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1256262.000000 Penalty: 3051.584229
	Iteration 25Q: 3 clusters Score -1256262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1256296.125000 Penalty: 3051.584229
	Iteration 26Q: 3 clusters Score -1256296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1256320.750000 Penalty: 3051.584229
	Iteration 27Q: 3 clusters Score -1256321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1256336.125000 Penalty: 3051.584229
	Iteration 28Q: 3 clusters Score -1256336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1256344.250000 Penalty: 3051.584229
	Iteration 29Q: 3 clusters Score -1256344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1256348.000000 Penalty: 3051.584229
	Iteration 30Q: 3 clusters Score -1256348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1256352.750000 Penalty: 3051.584229
	Iteration 31Q: 3 clusters Score -1256353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1256355.625000 Penalty: 3051.584229
	Iteration 32Q: 3 clusters Score -1256356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1256356.875000 Penalty: 3051.584229
	Iteration 33Q: 3 clusters Score -1256357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1256361.125000 Penalty: 3051.584229
	Iteration 34Q: 3 clusters Score -1256361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1256365.625000 Penalty: 3051.584229
	Iteration 35Q: 3 clusters Score -1256366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1256366.625000 Penalty: 3051.584229
	Iteration 36Q: 3 clusters Score -1256367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1256366.875000 Penalty: 3051.584229
	Iteration 37Q: 3 clusters Score -1256367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1256366.875000 Penalty: 3051.584229
	Iteration 38F: 3 clusters Score -1256367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 91068 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 133803 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 183377 members 
Mstep: Class 20 contains 114629 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100956512.000000 Penalty: 67219.984375
Iteration 39Q: 31 clusters Score -1.009565e+08 nChanged 15598
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 31042 members 
Mstep: Class 4 contains 8661 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 91294 members 
Mstep: Class 7 contains 10247 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 14412 members 
Mstep: Class 12 contains 863 members 
Mstep: Class 13 contains 45286 members 
Mstep: Class 14 contains 15998 members 
Mstep: Class 15 contains 134334 members 
Mstep: Class 16 contains 367 members 
Mstep: Class 17 contains 4768 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 183709 members 
Mstep: Class 20 contains 114849 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 12195 members 
Mstep: Class 23 contains 9716 members 
Mstep: Class 24 contains 9435 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 191014 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 58199 members 
Mstep: Class 29 contains 464 members 
Mstep: Class 30 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100967816.000000 Penalty: 67219.984375
Iteration 40F: 31 clusters Score -1.009678e+08 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 31116 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 90836 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 44304 members 
Mstep: Class 14 contains 15923 members 
Mstep: Class 15 contains 133961 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 4679 members 
Mstep: Class 19 contains 183808 members 
Mstep: Class 20 contains 114653 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 11487 members 
Mstep: Class 23 contains 9500 members 
Mstep: Class 24 contains 9833 members 
Mstep: Class 25 contains 5523 members 
Mstep: Class 26 contains 191283 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 58116 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100972816.000000 Penalty: 67219.984375
Iteration 41Q: 31 clusters Score -1.009728e+08 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 31004 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 90573 members 
Mstep: Class 7 contains 10168 members 
Mstep: Class 8 contains 6993 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 14256 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 43780 members 
Mstep: Class 14 contains 15900 members 
Mstep: Class 15 contains 133633 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 4685 members 
Mstep: Class 19 contains 183844 members 
Mstep: Class 20 contains 114498 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 11050 members 
Mstep: Class 23 contains 9353 members 
Mstep: Class 24 contains 10069 members 
Mstep: Class 25 contains 5754 members 
Mstep: Class 26 contains 191225 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 58076 members 
Mstep: Class 29 contains 423 members 
Mstep: Class 30 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100975488.000000 Penalty: 67219.984375
Iteration 42Q: 31 clusters Score -1.009755e+08 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8860 members 
Mstep: Class 3 contains 30810 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 90406 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 6992 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 3918 members 
Mstep: Class 11 contains 14256 members 
Mstep: Class 12 contains 897 members 
Mstep: Class 13 contains 43408 members 
Mstep: Class 14 contains 15937 members 
Mstep: Class 15 contains 133368 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 4673 members 
Mstep: Class 19 contains 183851 members 
Mstep: Class 20 contains 114355 members 
Mstep: Class 21 contains 811 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 9254 members 
Mstep: Class 24 contains 10233 members 
Mstep: Class 25 contains 5895 members 
Mstep: Class 26 contains 191101 members 
Mstep: Class 27 contains 1432 members 
Mstep: Class 28 contains 58091 members 
Mstep: Class 29 contains 390 members 
Mstep: Class 30 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100977256.000000 Penalty: 67219.984375
Iteration 43Q: 31 clusters Score -1.009773e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9241 members 
Mstep: Class 3 contains 30586 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 90298 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 14275 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 43088 members 
Mstep: Class 14 contains 15967 members 
Mstep: Class 15 contains 133205 members 
Mstep: Class 16 contains 386 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 4675 members 
Mstep: Class 19 contains 183887 members 
Mstep: Class 20 contains 114258 members 
Mstep: Class 21 contains 850 members 
Mstep: Class 22 contains 10415 members 
Mstep: Class 23 contains 9190 members 
Mstep: Class 24 contains 10322 members 
Mstep: Class 25 contains 5967 members 
Mstep: Class 26 contains 190826 members 
Mstep: Class 27 contains 1450 members 
Mstep: Class 28 contains 58137 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978328.000000 Penalty: 67219.984375
Iteration 44Q: 31 clusters Score -1.009783e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 30365 members 
Mstep: Class 4 contains 12718 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 90216 members 
Mstep: Class 7 contains 10201 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 14274 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 42809 members 
Mstep: Class 14 contains 15994 members 
Mstep: Class 15 contains 133144 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 19 contains 183888 members 
Mstep: Class 20 contains 114181 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 10224 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 10397 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 190531 members 
Mstep: Class 27 contains 1459 members 
Mstep: Class 28 contains 58130 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100979584.000000 Penalty: 67219.984375
Iteration 45Q: 31 clusters Score -1.009796e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 30150 members 
Mstep: Class 4 contains 13305 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 90162 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 14302 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 133141 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 4537 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 183855 members 
Mstep: Class 20 contains 114120 members 
Mstep: Class 21 contains 882 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 9145 members 
Mstep: Class 24 contains 10459 members 
Mstep: Class 25 contains 6051 members 
Mstep: Class 26 contains 190254 members 
Mstep: Class 27 contains 1463 members 
Mstep: Class 28 contains 58133 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100980528.000000 Penalty: 67219.984375
Iteration 46Q: 31 clusters Score -1.009805e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10045 members 
Mstep: Class 3 contains 29938 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 90124 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 14307 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 13 contains 42393 members 
Mstep: Class 14 contains 16002 members 
Mstep: Class 15 contains 133154 members 
Mstep: Class 16 contains 384 members 
Mstep: Class 17 contains 4513 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 183825 members 
Mstep: Class 20 contains 114082 members 
Mstep: Class 21 contains 887 members 
Mstep: Class 22 contains 9912 members 
Mstep: Class 23 contains 9139 members 
Mstep: Class 24 contains 10504 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 189981 members 
Mstep: Class 27 contains 1468 members 
Mstep: Class 28 contains 58141 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100981528.000000 Penalty: 67219.984375
Iteration 47Q: 31 clusters Score -1.009815e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10228 members 
Mstep: Class 3 contains 29738 members 
Mstep: Class 4 contains 14326 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 90095 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 6996 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 14312 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 13 contains 42238 members 
Mstep: Class 14 contains 16019 members 
Mstep: Class 15 contains 133209 members 
Mstep: Class 16 contains 384 members 
Mstep: Class 17 contains 4492 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 183762 members 
Mstep: Class 20 contains 114037 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 9792 members 
Mstep: Class 23 contains 9145 members 
Mstep: Class 24 contains 10541 members 
Mstep: Class 25 contains 6112 members 
Mstep: Class 26 contains 189717 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58124 members 
Mstep: Class 29 contains 344 members 
Mstep: Class 30 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100982040.000000 Penalty: 67219.984375
Iteration 48Q: 31 clusters Score -1.00982e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10363 members 
Mstep: Class 3 contains 29547 members 
Mstep: Class 4 contains 14737 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 90070 members 
Mstep: Class 7 contains 10274 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 14336 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 13 contains 42106 members 
Mstep: Class 14 contains 16026 members 
Mstep: Class 15 contains 133328 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 4674 members 
Mstep: Class 19 contains 183653 members 
Mstep: Class 20 contains 114019 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 9702 members 
Mstep: Class 23 contains 9158 members 
Mstep: Class 24 contains 10577 members 
Mstep: Class 25 contains 6144 members 
Mstep: Class 26 contains 189463 members 
Mstep: Class 27 contains 1478 members 
Mstep: Class 28 contains 58118 members 
Mstep: Class 29 contains 343 members 
Mstep: Class 30 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100982728.000000 Penalty: 67219.984375
Iteration 49Q: 31 clusters Score -1.009827e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 29392 members 
Mstep: Class 4 contains 15084 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 90049 members 
Mstep: Class 7 contains 10283 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 14350 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 13 contains 41994 members 
Mstep: Class 14 contains 16043 members 
Mstep: Class 15 contains 133429 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 4468 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 19 contains 183562 members 
Mstep: Class 20 contains 114017 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 9625 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 10600 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 189253 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 58122 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100983128.000000 Penalty: 67219.984375
Iteration 50Q: 31 clusters Score -1.009831e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 29275 members 
Mstep: Class 4 contains 15396 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 90034 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 14357 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 13 contains 41885 members 
Mstep: Class 14 contains 16055 members 
Mstep: Class 15 contains 133543 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 4463 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 183481 members 
Mstep: Class 20 contains 114001 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 9165 members 
Mstep: Class 24 contains 10604 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 189020 members 
Mstep: Class 27 contains 1480 members 
Mstep: Class 28 contains 58146 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100983608.000000 Penalty: 67219.984375
Iteration 51Q: 31 clusters Score -1.009836e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 29192 members 
Mstep: Class 4 contains 15658 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 90019 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 4076 members 
Mstep: Class 11 contains 14359 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 13 contains 41801 members 
Mstep: Class 14 contains 16078 members 
Mstep: Class 15 contains 133605 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 183406 members 
Mstep: Class 20 contains 113988 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 9501 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 10609 members 
Mstep: Class 25 contains 6183 members 
Mstep: Class 26 contains 188850 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58168 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100983888.000000 Penalty: 67219.984375
Iteration 52Q: 31 clusters Score -1.009839e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10653 members 
Mstep: Class 3 contains 29134 members 
Mstep: Class 4 contains 15880 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 89996 members 
Mstep: Class 7 contains 10324 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 14356 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 13 contains 41722 members 
Mstep: Class 14 contains 16098 members 
Mstep: Class 15 contains 133659 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 183350 members 
Mstep: Class 20 contains 113985 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 22 contains 9452 members 
Mstep: Class 23 contains 9188 members 
Mstep: Class 24 contains 10619 members 
Mstep: Class 25 contains 6194 members 
Mstep: Class 26 contains 188705 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 58198 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100984176.000000 Penalty: 67219.984375
Iteration 53Q: 31 clusters Score -1.009842e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10688 members 
Mstep: Class 3 contains 29082 members 
Mstep: Class 4 contains 16080 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 89977 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 3096 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 14343 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 41662 members 
Mstep: Class 14 contains 16110 members 
Mstep: Class 15 contains 133683 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 183306 members 
Mstep: Class 20 contains 113988 members 
Mstep: Class 21 contains 887 members 
Mstep: Class 22 contains 9411 members 
Mstep: Class 23 contains 9198 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 6203 members 
Mstep: Class 26 contains 188594 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 58212 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100984368.000000 Penalty: 67219.984375
Iteration 54Q: 31 clusters Score -1.009844e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 29035 members 
Mstep: Class 4 contains 16256 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 89966 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 867 members 
Mstep: Class 13 contains 41617 members 
Mstep: Class 14 contains 16109 members 
Mstep: Class 15 contains 133721 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 183264 members 
Mstep: Class 20 contains 113989 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 10631 members 
Mstep: Class 25 contains 6209 members 
Mstep: Class 26 contains 188479 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 58218 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100984776.000000 Penalty: 67219.984375
Iteration 55Q: 31 clusters Score -1.009848e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 28997 members 
Mstep: Class 4 contains 16397 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 89954 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 3122 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 14336 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 41576 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 15 contains 133733 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 183239 members 
Mstep: Class 20 contains 113986 members 
Mstep: Class 21 contains 885 members 
Mstep: Class 22 contains 9348 members 
Mstep: Class 23 contains 9204 members 
Mstep: Class 24 contains 10636 members 
Mstep: Class 25 contains 6216 members 
Mstep: Class 26 contains 188396 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58241 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100984816.000000 Penalty: 67219.984375
Iteration 56Q: 31 clusters Score -1.009848e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 28964 members 
Mstep: Class 4 contains 16518 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 89943 members 
Mstep: Class 7 contains 10348 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 14321 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 41546 members 
Mstep: Class 14 contains 16125 members 
Mstep: Class 15 contains 133758 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 183210 members 
Mstep: Class 20 contains 113984 members 
Mstep: Class 21 contains 885 members 
Mstep: Class 22 contains 9318 members 
Mstep: Class 23 contains 9213 members 
Mstep: Class 24 contains 10640 members 
Mstep: Class 25 contains 6220 members 
Mstep: Class 26 contains 188312 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 58256 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100984960.000000 Penalty: 67219.984375
Iteration 57Q: 31 clusters Score -1.00985e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10767 members 
Mstep: Class 3 contains 28924 members 
Mstep: Class 4 contains 16640 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 89935 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 3144 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 14301 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 41514 members 
Mstep: Class 14 contains 16147 members 
Mstep: Class 15 contains 133784 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 183179 members 
Mstep: Class 20 contains 113985 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 9295 members 
Mstep: Class 23 contains 9214 members 
Mstep: Class 24 contains 10646 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 188240 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 58263 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100985240.000000 Penalty: 67219.984375
Iteration 58Q: 31 clusters Score -1.009852e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10790 members 
Mstep: Class 3 contains 28887 members 
Mstep: Class 4 contains 16739 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 89928 members 
Mstep: Class 7 contains 10375 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 14294 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 41491 members 
Mstep: Class 14 contains 16163 members 
Mstep: Class 15 contains 133792 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 183160 members 
Mstep: Class 20 contains 113986 members 
Mstep: Class 21 contains 883 members 
Mstep: Class 22 contains 9272 members 
Mstep: Class 23 contains 9217 members 
Mstep: Class 24 contains 10647 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 188166 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 58274 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100985160.000000 Penalty: 67219.984375
Iteration 59Q: 31 clusters Score -1.009852e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10806 members 
Mstep: Class 3 contains 28870 members 
Mstep: Class 4 contains 16828 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 89923 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 14283 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 41467 members 
Mstep: Class 14 contains 16174 members 
Mstep: Class 15 contains 133808 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 183141 members 
Mstep: Class 20 contains 113973 members 
Mstep: Class 21 contains 883 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 9222 members 
Mstep: Class 24 contains 10648 members 
Mstep: Class 25 contains 6236 members 
Mstep: Class 26 contains 188097 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58298 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100985864.000000 Penalty: 67219.984375
Iteration 60F: 31 clusters Score -1.009859e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 28850 members 
Mstep: Class 4 contains 16911 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 89916 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 14273 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 13 contains 41444 members 
Mstep: Class 14 contains 16198 members 
Mstep: Class 15 contains 133810 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 4458 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 183126 members 
Mstep: Class 20 contains 113969 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9221 members 
Mstep: Class 23 contains 9227 members 
Mstep: Class 24 contains 10650 members 
Mstep: Class 25 contains 6238 members 
Mstep: Class 26 contains 188031 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58323 members 
Mstep: Class 29 contains 339 members 
Mstep: Class 30 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100986488.000000 Penalty: 67219.984375
Iteration 61Q: 31 clusters Score -1.009865e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10829 members 
Mstep: Class 3 contains 28830 members 
Mstep: Class 4 contains 16984 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 89915 members 
Mstep: Class 7 contains 10398 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 41420 members 
Mstep: Class 14 contains 16219 members 
Mstep: Class 15 contains 133824 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4458 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 183095 members 
Mstep: Class 20 contains 113965 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 22 contains 9202 members 
Mstep: Class 23 contains 9234 members 
Mstep: Class 24 contains 10652 members 
Mstep: Class 25 contains 6241 members 
Mstep: Class 26 contains 187977 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58338 members 
Mstep: Class 29 contains 312 members 
Mstep: Class 30 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100986728.000000 Penalty: 67219.984375
Iteration 62Q: 31 clusters Score -1.009867e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10833 members 
Mstep: Class 3 contains 28799 members 
Mstep: Class 4 contains 17049 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 89911 members 
Mstep: Class 7 contains 10406 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 14254 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41398 members 
Mstep: Class 14 contains 16238 members 
Mstep: Class 15 contains 133829 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 183059 members 
Mstep: Class 20 contains 113966 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 9187 members 
Mstep: Class 23 contains 9242 members 
Mstep: Class 24 contains 10653 members 
Mstep: Class 25 contains 6246 members 
Mstep: Class 26 contains 187941 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 58355 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100986896.000000 Penalty: 67219.984375
Iteration 63Q: 31 clusters Score -1.009869e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10847 members 
Mstep: Class 3 contains 28769 members 
Mstep: Class 4 contains 17114 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 89906 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 3267 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 14228 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 41376 members 
Mstep: Class 14 contains 16249 members 
Mstep: Class 15 contains 133837 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 4461 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 183029 members 
Mstep: Class 20 contains 113966 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 9179 members 
Mstep: Class 23 contains 9252 members 
Mstep: Class 24 contains 10661 members 
Mstep: Class 25 contains 6247 members 
Mstep: Class 26 contains 187908 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 58360 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100987144.000000 Penalty: 67219.984375
Iteration 64Q: 31 clusters Score -1.009871e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10854 members 
Mstep: Class 3 contains 28744 members 
Mstep: Class 4 contains 17178 members 
Mstep: Class 5 contains 2803 members 
Mstep: Class 6 contains 89904 members 
Mstep: Class 7 contains 10427 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 14190 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 13 contains 41360 members 
Mstep: Class 14 contains 16265 members 
Mstep: Class 15 contains 133845 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 182999 members 
Mstep: Class 20 contains 113960 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 9171 members 
Mstep: Class 23 contains 9260 members 
Mstep: Class 24 contains 10666 members 
Mstep: Class 25 contains 6246 members 
Mstep: Class 26 contains 187877 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 58365 members 
Mstep: Class 29 contains 272 members 
Mstep: Class 30 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100987376.000000 Penalty: 67219.984375
Iteration 65Q: 31 clusters Score -1.009874e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10861 members 
Mstep: Class 3 contains 28716 members 
Mstep: Class 4 contains 17222 members 
Mstep: Class 5 contains 2803 members 
Mstep: Class 6 contains 89904 members 
Mstep: Class 7 contains 10443 members 
Mstep: Class 8 contains 6949 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 41338 members 
Mstep: Class 14 contains 16290 members 
Mstep: Class 15 contains 133858 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 19 contains 182963 members 
Mstep: Class 20 contains 113952 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 10673 members 
Mstep: Class 25 contains 6247 members 
Mstep: Class 26 contains 187877 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 58376 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 31 clusters Score -1.009874e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10866 members 
Mstep: Class 3 contains 28685 members 
Mstep: Class 4 contains 17262 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 89903 members 
Mstep: Class 7 contains 10462 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 14120 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 41328 members 
Mstep: Class 14 contains 16296 members 
Mstep: Class 15 contains 133861 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 19 contains 182926 members 
Mstep: Class 20 contains 113939 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 22 contains 9157 members 
Mstep: Class 23 contains 9275 members 
Mstep: Class 24 contains 10668 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 187881 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 58380 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 31 clusters Score -1.009877e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10873 members 
Mstep: Class 3 contains 28660 members 
Mstep: Class 4 contains 17304 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 89902 members 
Mstep: Class 7 contains 10469 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 41320 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 133867 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 4456 members 
Mstep: Class 18 contains 4622 members 
Mstep: Class 19 contains 182895 members 
Mstep: Class 20 contains 113935 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 9150 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 10666 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 187875 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 58383 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100987792.000000 Penalty: 67219.984375
Iteration 68Q: 31 clusters Score -1.009878e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10880 members 
Mstep: Class 3 contains 28652 members 
Mstep: Class 4 contains 17350 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 89901 members 
Mstep: Class 7 contains 10480 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 14062 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 41319 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 133869 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 182866 members 
Mstep: Class 20 contains 113917 members 
Mstep: Class 21 contains 902 members 
Mstep: Class 22 contains 9144 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 10662 members 
Mstep: Class 25 contains 6250 members 
Mstep: Class 26 contains 187852 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 58385 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988104.000000 Penalty: 67219.984375
Iteration 69Q: 31 clusters Score -1.009881e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10892 members 
Mstep: Class 3 contains 28634 members 
Mstep: Class 4 contains 17395 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 89900 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 6946 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 14033 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41311 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 133881 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 182849 members 
Mstep: Class 20 contains 113902 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9141 members 
Mstep: Class 23 contains 9281 members 
Mstep: Class 24 contains 10669 members 
Mstep: Class 25 contains 6253 members 
Mstep: Class 26 contains 187833 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 58387 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988320.000000 Penalty: 67219.984375
Iteration 70Q: 31 clusters Score -1.009883e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10903 members 
Mstep: Class 3 contains 28607 members 
Mstep: Class 4 contains 17429 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 89900 members 
Mstep: Class 7 contains 10498 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 3504 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 14009 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41306 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 133886 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 182833 members 
Mstep: Class 20 contains 113895 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 9138 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 10674 members 
Mstep: Class 25 contains 6254 members 
Mstep: Class 26 contains 187830 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58392 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988216.000000 Penalty: 67219.984375
Iteration 71Q: 31 clusters Score -1.009882e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10912 members 
Mstep: Class 3 contains 28592 members 
Mstep: Class 4 contains 17453 members 
Mstep: Class 5 contains 2803 members 
Mstep: Class 6 contains 89901 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 6949 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41296 members 
Mstep: Class 14 contains 16347 members 
Mstep: Class 15 contains 133897 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 182811 members 
Mstep: Class 20 contains 113891 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 9133 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 10684 members 
Mstep: Class 25 contains 6255 members 
Mstep: Class 26 contains 187834 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58387 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988256.000000 Penalty: 67219.984375
Iteration 72Q: 31 clusters Score -1.009883e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10919 members 
Mstep: Class 3 contains 28580 members 
Mstep: Class 4 contains 17478 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 89901 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 6953 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 13960 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41290 members 
Mstep: Class 14 contains 16356 members 
Mstep: Class 15 contains 133897 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 182804 members 
Mstep: Class 20 contains 113892 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9129 members 
Mstep: Class 23 contains 9285 members 
Mstep: Class 24 contains 10693 members 
Mstep: Class 25 contains 6255 members 
Mstep: Class 26 contains 187827 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 58391 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988384.000000 Penalty: 67219.984375
Iteration 73Q: 31 clusters Score -1.009884e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10922 members 
Mstep: Class 3 contains 28579 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 89899 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 13938 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41285 members 
Mstep: Class 14 contains 16366 members 
Mstep: Class 15 contains 133910 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 4606 members 
Mstep: Class 19 contains 182786 members 
Mstep: Class 20 contains 113891 members 
Mstep: Class 21 contains 893 members 
Mstep: Class 22 contains 9126 members 
Mstep: Class 23 contains 9287 members 
Mstep: Class 24 contains 10695 members 
Mstep: Class 25 contains 6254 members 
Mstep: Class 26 contains 187815 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 58397 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988392.000000 Penalty: 67219.984375
Iteration 74Q: 31 clusters Score -1.009884e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10926 members 
Mstep: Class 3 contains 28573 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 89899 members 
Mstep: Class 7 contains 10525 members 
Mstep: Class 8 contains 6956 members 
Mstep: Class 9 contains 3509 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 13922 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41280 members 
Mstep: Class 14 contains 16373 members 
Mstep: Class 15 contains 133909 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 4605 members 
Mstep: Class 19 contains 182778 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 893 members 
Mstep: Class 22 contains 9123 members 
Mstep: Class 23 contains 9293 members 
Mstep: Class 24 contains 10693 members 
Mstep: Class 25 contains 6254 members 
Mstep: Class 26 contains 187809 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58405 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988368.000000 Penalty: 67219.984375
Iteration 75Q: 31 clusters Score -1.009884e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10933 members 
Mstep: Class 3 contains 28564 members 
Mstep: Class 4 contains 17558 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 89899 members 
Mstep: Class 7 contains 10530 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41273 members 
Mstep: Class 14 contains 16392 members 
Mstep: Class 15 contains 133917 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4456 members 
Mstep: Class 18 contains 4605 members 
Mstep: Class 19 contains 182767 members 
Mstep: Class 20 contains 113886 members 
Mstep: Class 21 contains 893 members 
Mstep: Class 22 contains 9122 members 
Mstep: Class 23 contains 9298 members 
Mstep: Class 24 contains 10686 members 
Mstep: Class 25 contains 6254 members 
Mstep: Class 26 contains 187796 members 
Mstep: Class 27 contains 1481 members 
Mstep: Class 28 contains 58410 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988488.000000 Penalty: 67219.984375
Iteration 76Q: 31 clusters Score -1.009885e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10937 members 
Mstep: Class 3 contains 28554 members 
Mstep: Class 4 contains 17571 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 89899 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13872 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41265 members 
Mstep: Class 14 contains 16410 members 
Mstep: Class 15 contains 133911 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 4604 members 
Mstep: Class 19 contains 182762 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9120 members 
Mstep: Class 23 contains 9304 members 
Mstep: Class 24 contains 10688 members 
Mstep: Class 25 contains 6256 members 
Mstep: Class 26 contains 187807 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988592.000000 Penalty: 67219.984375
Iteration 77Q: 31 clusters Score -1.009886e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10938 members 
Mstep: Class 3 contains 28539 members 
Mstep: Class 4 contains 17578 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10535 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 3511 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13852 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41262 members 
Mstep: Class 14 contains 16429 members 
Mstep: Class 15 contains 133918 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 182734 members 
Mstep: Class 20 contains 113887 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9118 members 
Mstep: Class 23 contains 9310 members 
Mstep: Class 24 contains 10690 members 
Mstep: Class 25 contains 6258 members 
Mstep: Class 26 contains 187831 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58413 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100988584.000000 Penalty: 67219.984375
Iteration 78Q: 31 clusters Score -1.009886e+08 nChanged 192
Entering ConstructFrom: 
Score: -100988584.000000 Penalty: 67219.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -156278.406250 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -156278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -154428.484375 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -154428.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -155018.062500 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -155018.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -155323.312500 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -155323.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155541.046875 Penalty: 2425.406494
	Iteration 3F: 3 clusters Score -155541 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -155706.281250 Penalty: 2425.406494
	Iteration 4F: 3 clusters Score -155706.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -155801.171875 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -155801.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155853.000000 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -155853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155883.156250 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -155883.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -155915.734375 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -155915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -155937.546875 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -155937.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155961.343750 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -155961.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155983.250000 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -155983.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -155997.140625 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -155997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -156003.046875 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -156003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -156013.296875 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -156013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156025.625000 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -156025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -156033.218750 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -156033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -156037.812500 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -156037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156040.625000 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -156040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156041.296875 Penalty: 2425.406494
	Iteration 19Q: 3 clusters Score -156041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -156041.671875 Penalty: 2425.406494
	Iteration 20F: 3 clusters Score -156041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156043.250000 Penalty: 2425.406494
	Iteration 21Q: 3 clusters Score -156043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -156044.234375 Penalty: 2425.406494
	Iteration 22Q: 3 clusters Score -156044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -156044.984375 Penalty: 2425.406494
	Iteration 23Q: 3 clusters Score -156045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -156047.625000 Penalty: 2425.406494
	Iteration 24Q: 3 clusters Score -156047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -156051.609375 Penalty: 2425.406494
	Iteration 25Q: 3 clusters Score -156051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -156053.312500 Penalty: 2425.406494
	Iteration 26Q: 3 clusters Score -156053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -156053.312500 Penalty: 2425.406494
	Iteration 27F: 3 clusters Score -156053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Entering Unmasked Estep 
Score: -1095086.125000 Penalty: 1511.279419
	Iteration 0F: 2 clusters Score -1095086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1087308.250000 Penalty: 3022.558838
	Iteration 0F: 3 clusters Score -1087308 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1089933.500000 Penalty: 3022.558838
	Iteration 1F: 3 clusters Score -1089934 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1090256.250000 Penalty: 3022.558838
	Iteration 2F: 3 clusters Score -1090256 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1090530.250000 Penalty: 3022.558838
	Iteration 3F: 3 clusters Score -1090530 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1090792.125000 Penalty: 3022.558838
	Iteration 4F: 3 clusters Score -1090792 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1091018.500000 Penalty: 3022.558838
	Iteration 5Q: 3 clusters Score -1091018 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1091212.500000 Penalty: 3022.558838
	Iteration 6Q: 3 clusters Score -1091212 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1091372.250000 Penalty: 3022.558838
	Iteration 7Q: 3 clusters Score -1091372 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1091542.125000 Penalty: 3022.558838
	Iteration 8Q: 3 clusters Score -1091542 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1091720.250000 Penalty: 3022.558838
	Iteration 9Q: 3 clusters Score -1091720 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1091905.250000 Penalty: 3022.558838
	Iteration 10Q: 3 clusters Score -1091905 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1092065.750000 Penalty: 3022.558838
	Iteration 11Q: 3 clusters Score -1092066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1092228.875000 Penalty: 3022.558838
	Iteration 12Q: 3 clusters Score -1092229 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1092458.000000 Penalty: 3022.558838
	Iteration 13Q: 3 clusters Score -1092458 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1092704.250000 Penalty: 3022.558838
	Iteration 14Q: 3 clusters Score -1092704 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1092962.750000 Penalty: 3022.558838
	Iteration 15Q: 3 clusters Score -1092963 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1093258.375000 Penalty: 3022.558838
	Iteration 16Q: 3 clusters Score -1093258 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1093532.875000 Penalty: 3022.558838
	Iteration 17Q: 3 clusters Score -1093533 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1093725.625000 Penalty: 3022.558838
	Iteration 18Q: 3 clusters Score -1093726 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1093846.500000 Penalty: 3022.558838
	Iteration 19Q: 3 clusters Score -1093846 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1093905.750000 Penalty: 3022.558838
	Iteration 20F: 3 clusters Score -1093906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1093955.000000 Penalty: 3022.558838
	Iteration 21Q: 3 clusters Score -1093955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1093978.875000 Penalty: 3022.558838
	Iteration 22Q: 3 clusters Score -1093979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1093995.125000 Penalty: 3022.558838
	Iteration 23Q: 3 clusters Score -1093995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1094019.500000 Penalty: 3022.558838
	Iteration 24Q: 3 clusters Score -1094020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1094045.375000 Penalty: 3022.558838
	Iteration 25Q: 3 clusters Score -1094045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1094065.875000 Penalty: 3022.558838
	Iteration 26Q: 3 clusters Score -1094066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1094088.750000 Penalty: 3022.558838
	Iteration 27Q: 3 clusters Score -1094089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1094121.125000 Penalty: 3022.558838
	Iteration 28Q: 3 clusters Score -1094121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1094147.125000 Penalty: 3022.558838
	Iteration 29Q: 3 clusters Score -1094147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1094166.125000 Penalty: 3022.558838
	Iteration 30Q: 3 clusters Score -1094166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1094179.375000 Penalty: 3022.558838
	Iteration 31Q: 3 clusters Score -1094179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1094185.250000 Penalty: 3022.558838
	Iteration 32Q: 3 clusters Score -1094185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1094194.375000 Penalty: 3022.558838
	Iteration 33Q: 3 clusters Score -1094194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1094200.000000 Penalty: 3022.558838
	Iteration 34Q: 3 clusters Score -1094200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1094208.750000 Penalty: 3022.558838
	Iteration 35Q: 3 clusters Score -1094209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1094209.500000 Penalty: 3022.558838
	Iteration 36Q: 3 clusters Score -1094210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1094210.875000 Penalty: 3022.558838
	Iteration 37Q: 3 clusters Score -1094211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1094211.000000 Penalty: 3022.558838
	Iteration 38Q: 3 clusters Score -1094211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1094213.250000 Penalty: 3022.558838
	Iteration 39Q: 3 clusters Score -1094213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1094214.125000 Penalty: 3022.558838
	Iteration 40F: 3 clusters Score -1094214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Entering Unmasked Estep 
Score: -2965858.500000 Penalty: 1666.989380
	Iteration 0F: 2 clusters Score -2965858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2946555.000000 Penalty: 3333.978760
	Iteration 0F: 3 clusters Score -2946555 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2953824.000000 Penalty: 3333.978760
	Iteration 1F: 3 clusters Score -2953824 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2954240.250000 Penalty: 3333.978760
	Iteration 2Q: 3 clusters Score -2954240 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2954726.500000 Penalty: 3333.978760
	Iteration 3Q: 3 clusters Score -2954726 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2955361.500000 Penalty: 3333.978760
	Iteration 4Q: 3 clusters Score -2955362 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2956257.250000 Penalty: 3333.978760
	Iteration 5F: 3 clusters Score -2956257 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2957446.000000 Penalty: 3333.978760
	Iteration 6F: 3 clusters Score -2957446 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2958882.500000 Penalty: 3333.978760
	Iteration 7F: 3 clusters Score -2958882 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2960476.000000 Penalty: 3333.978760
	Iteration 8F: 3 clusters Score -2960476 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2961906.250000 Penalty: 3333.978760
	Iteration 9F: 3 clusters Score -2961906 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2962910.500000 Penalty: 3333.978760
	Iteration 10Q: 3 clusters Score -2962910 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2963547.000000 Penalty: 3333.978760
	Iteration 11Q: 3 clusters Score -2963547 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2963901.250000 Penalty: 3333.978760
	Iteration 12Q: 3 clusters Score -2963901 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2964098.500000 Penalty: 3333.978760
	Iteration 13Q: 3 clusters Score -2964098 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2964217.250000 Penalty: 3333.978760
	Iteration 14Q: 3 clusters Score -2964217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2964284.000000 Penalty: 3333.978760
	Iteration 15Q: 3 clusters Score -2964284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2964323.750000 Penalty: 3333.978760
	Iteration 16Q: 3 clusters Score -2964324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2964349.250000 Penalty: 3333.978760
	Iteration 17Q: 3 clusters Score -2964349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2964365.750000 Penalty: 3333.978760
	Iteration 18Q: 3 clusters Score -2964366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2964380.000000 Penalty: 3333.978760
	Iteration 19Q: 3 clusters Score -2964380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2964390.250000 Penalty: 3333.978760
	Iteration 20F: 3 clusters Score -2964390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2964397.500000 Penalty: 3333.978760
	Iteration 21Q: 3 clusters Score -2964398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2964412.750000 Penalty: 3333.978760
	Iteration 22Q: 3 clusters Score -2964413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2964420.500000 Penalty: 3333.978760
	Iteration 23Q: 3 clusters Score -2964420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2964427.750000 Penalty: 3333.978760
	Iteration 24Q: 3 clusters Score -2964428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2964430.250000 Penalty: 3333.978760
	Iteration 25Q: 3 clusters Score -2964430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2964437.250000 Penalty: 3333.978760
	Iteration 26Q: 3 clusters Score -2964437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2964440.750000 Penalty: 3333.978760
	Iteration 27Q: 3 clusters Score -2964441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2964448.000000 Penalty: 3333.978760
	Iteration 28Q: 3 clusters Score -2964448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2964447.750000 Penalty: 3333.978760
	Iteration 29Q: 3 clusters Score -2964448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2964447.750000 Penalty: 3333.978760
	Iteration 30F: 3 clusters Score -2964448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Entering Unmasked Estep 
Score: -1916518.250000 Penalty: 1588.432983
	Iteration 0F: 2 clusters Score -1916518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1904448.375000 Penalty: 3176.865967
	Iteration 0F: 3 clusters Score -1904448 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1908745.500000 Penalty: 3176.865967
	Iteration 1F: 3 clusters Score -1908746 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1909061.625000 Penalty: 3176.865967
	Iteration 2F: 3 clusters Score -1909062 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1909321.125000 Penalty: 3176.865967
	Iteration 3Q: 3 clusters Score -1909321 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1909583.500000 Penalty: 3176.865967
	Iteration 4Q: 3 clusters Score -1909584 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1909891.375000 Penalty: 3176.865967
	Iteration 5Q: 3 clusters Score -1909891 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1910330.625000 Penalty: 3176.865967
	Iteration 6Q: 3 clusters Score -1910331 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1910946.875000 Penalty: 3176.865967
	Iteration 7F: 3 clusters Score -1910947 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1911759.000000 Penalty: 3176.865967
	Iteration 8F: 3 clusters Score -1911759 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1912658.125000 Penalty: 3176.865967
	Iteration 9F: 3 clusters Score -1912658 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1913452.250000 Penalty: 3176.865967
	Iteration 10F: 3 clusters Score -1913452 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1914066.750000 Penalty: 3176.865967
	Iteration 11Q: 3 clusters Score -1914067 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1914484.250000 Penalty: 3176.865967
	Iteration 12Q: 3 clusters Score -1914484 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1914757.375000 Penalty: 3176.865967
	Iteration 13Q: 3 clusters Score -1914757 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1914920.125000 Penalty: 3176.865967
	Iteration 14Q: 3 clusters Score -1914920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1915011.125000 Penalty: 3176.865967
	Iteration 15Q: 3 clusters Score -1915011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1915080.250000 Penalty: 3176.865967
	Iteration 16Q: 3 clusters Score -1915080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1915126.375000 Penalty: 3176.865967
	Iteration 17Q: 3 clusters Score -1915126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1915152.625000 Penalty: 3176.865967
	Iteration 18Q: 3 clusters Score -1915153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1915169.000000 Penalty: 3176.865967
	Iteration 19Q: 3 clusters Score -1915169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1915176.125000 Penalty: 3176.865967
	Iteration 20F: 3 clusters Score -1915176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1915182.125000 Penalty: 3176.865967
	Iteration 21Q: 3 clusters Score -1915182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1915192.625000 Penalty: 3176.865967
	Iteration 22Q: 3 clusters Score -1915193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1915202.625000 Penalty: 3176.865967
	Iteration 23Q: 3 clusters Score -1915203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1915212.625000 Penalty: 3176.865967
	Iteration 24Q: 3 clusters Score -1915213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1915216.250000 Penalty: 3176.865967
	Iteration 25Q: 3 clusters Score -1915216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1915222.875000 Penalty: 3176.865967
	Iteration 26Q: 3 clusters Score -1915223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1915225.875000 Penalty: 3176.865967
	Iteration 27Q: 3 clusters Score -1915226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1915232.250000 Penalty: 3176.865967
	Iteration 28Q: 3 clusters Score -1915232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1915239.375000 Penalty: 3176.865967
	Iteration 29Q: 3 clusters Score -1915239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1915243.000000 Penalty: 3176.865967
	Iteration 30Q: 3 clusters Score -1915243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1915248.375000 Penalty: 3176.865967
	Iteration 31Q: 3 clusters Score -1915248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1915254.875000 Penalty: 3176.865967
	Iteration 32Q: 3 clusters Score -1915255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1915258.250000 Penalty: 3176.865967
	Iteration 33Q: 3 clusters Score -1915258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1915258.500000 Penalty: 3176.865967
	Iteration 34Q: 3 clusters Score -1915258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1915265.125000 Penalty: 3176.865967
	Iteration 35Q: 3 clusters Score -1915265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1915263.875000 Penalty: 3176.865967
	Iteration 36Q: 3 clusters Score -1915264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1915264.875000 Penalty: 3176.865967
	Iteration 37Q: 3 clusters Score -1915265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1915271.375000 Penalty: 3176.865967
	Iteration 38Q: 3 clusters Score -1915271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1915278.500000 Penalty: 3176.865967
	Iteration 39Q: 3 clusters Score -1915278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1915278.500000 Penalty: 3176.865967
	Iteration 40F: 3 clusters Score -1915278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1915282.375000 Penalty: 3176.865967
	Iteration 41Q: 3 clusters Score -1915282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1915279.625000 Penalty: 3176.865967
	Iteration 42Q: 3 clusters Score -1915280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1915279.625000 Penalty: 3176.865967
	Iteration 43F: 3 clusters Score -1915280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -267551.781250 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -267551.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -265019.750000 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -265019.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -265762.406250 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -265762.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -266023.843750 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -266023.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -266242.281250 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -266242.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -266563.281250 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -266563.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -267012.968750 Penalty: 2577.433838
	Iteration 5F: 3 clusters Score -267013 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -267444.625000 Penalty: 2577.433838
	Iteration 6F: 3 clusters Score -267444.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -267599.812500 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -267599.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -267662.375000 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -267662.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -267708.375000 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -267708.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -267733.375000 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -267733.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267749.437500 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -267749.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -267756.687500 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -267756.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267760.468750 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -267760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -267762.281250 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -267762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267764.250000 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -267764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267764.687500 Penalty: 2577.433838
	Iteration 16Q: 3 clusters Score -267764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267765.218750 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -267765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267765.218750 Penalty: 2577.433838
	Iteration 18F: 3 clusters Score -267765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 1840 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 133921 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 6258 members 
Mstep: Class 26 contains 187843 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 941 members 
Entering Unmasked Estep 
Score: -100988024.000000 Penalty: 69460.656250
Splitting cluster 5 changes total score from -100988584.000000 to -100988024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (89898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Entering Unmasked Estep 
Score: -9781202.000000 Penalty: 1853.545044
	Iteration 0F: 2 clusters Score -9781202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -9721015.000000 Penalty: 3707.090088
	Iteration 0F: 3 clusters Score -9721015 nChanged 42920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -9745480.000000 Penalty: 3707.090088
	Iteration 1F: 3 clusters Score -9745480 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -9746073.000000 Penalty: 3707.090088
	Iteration 2Q: 3 clusters Score -9746073 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -9746736.000000 Penalty: 3707.090088
	Iteration 3Q: 3 clusters Score -9746736 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -9747811.000000 Penalty: 3707.090088
	Iteration 4Q: 3 clusters Score -9747811 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -9749784.000000 Penalty: 3707.090088
	Iteration 5Q: 3 clusters Score -9749784 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -9753419.000000 Penalty: 3707.090088
	Iteration 6F: 3 clusters Score -9753419 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -9759875.000000 Penalty: 3707.090088
	Iteration 7F: 3 clusters Score -9759875 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -9768019.000000 Penalty: 3707.090088
	Iteration 8F: 3 clusters Score -9768019 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -9774727.000000 Penalty: 3707.090088
	Iteration 9F: 3 clusters Score -9774727 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -9777986.000000 Penalty: 3707.090088
	Iteration 10Q: 3 clusters Score -9777986 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -9779085.000000 Penalty: 3707.090088
	Iteration 11Q: 3 clusters Score -9779085 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -9779414.000000 Penalty: 3707.090088
	Iteration 12Q: 3 clusters Score -9779414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -9779510.000000 Penalty: 3707.090088
	Iteration 13Q: 3 clusters Score -9779510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -9779570.000000 Penalty: 3707.090088
	Iteration 14Q: 3 clusters Score -9779570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -9779600.000000 Penalty: 3707.090088
	Iteration 15Q: 3 clusters Score -9779600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -9779607.000000 Penalty: 3707.090088
	Iteration 16Q: 3 clusters Score -9779607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -9779600.000000 Penalty: 3707.090088
	Iteration 17Q: 3 clusters Score -9779600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -9779605.000000 Penalty: 3707.090088
	Iteration 18Q: 3 clusters Score -9779605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -9779622.000000 Penalty: 3707.090088
	Iteration 19Q: 3 clusters Score -9779622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -9779626.000000 Penalty: 3707.090088
	Iteration 20F: 3 clusters Score -9779626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -9779622.000000 Penalty: 3707.090088
	Iteration 21Q: 3 clusters Score -9779622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -9779629.000000 Penalty: 3707.090088
	Iteration 22Q: 3 clusters Score -9779629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -9779626.000000 Penalty: 3707.090088
	Iteration 23Q: 3 clusters Score -9779626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -9779637.000000 Penalty: 3707.090088
	Iteration 24Q: 3 clusters Score -9779637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -9779643.000000 Penalty: 3707.090088
	Iteration 25Q: 3 clusters Score -9779643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -9779643.000000 Penalty: 3707.090088
	Iteration 26F: 3 clusters Score -9779643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -1071502.250000 Penalty: 1505.319092
	Iteration 0F: 2 clusters Score -1071502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1064039.375000 Penalty: 3010.638184
	Iteration 0F: 3 clusters Score -1064039 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1066540.750000 Penalty: 3010.638184
	Iteration 1F: 3 clusters Score -1066541 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1066896.875000 Penalty: 3010.638184
	Iteration 2F: 3 clusters Score -1066897 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1067219.375000 Penalty: 3010.638184
	Iteration 3F: 3 clusters Score -1067219 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1067522.750000 Penalty: 3010.638184
	Iteration 4F: 3 clusters Score -1067523 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1067835.750000 Penalty: 3010.638184
	Iteration 5F: 3 clusters Score -1067836 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1068140.625000 Penalty: 3010.638184
	Iteration 6F: 3 clusters Score -1068141 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1068406.125000 Penalty: 3010.638184
	Iteration 7Q: 3 clusters Score -1068406 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1068616.625000 Penalty: 3010.638184
	Iteration 8Q: 3 clusters Score -1068617 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1068787.125000 Penalty: 3010.638184
	Iteration 9Q: 3 clusters Score -1068787 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1068913.500000 Penalty: 3010.638184
	Iteration 10Q: 3 clusters Score -1068914 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1069013.000000 Penalty: 3010.638184
	Iteration 11Q: 3 clusters Score -1069013 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1069087.375000 Penalty: 3010.638184
	Iteration 12Q: 3 clusters Score -1069087 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1069139.375000 Penalty: 3010.638184
	Iteration 13Q: 3 clusters Score -1069139 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1069191.125000 Penalty: 3010.638184
	Iteration 14Q: 3 clusters Score -1069191 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1069238.500000 Penalty: 3010.638184
	Iteration 15Q: 3 clusters Score -1069238 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1069279.625000 Penalty: 3010.638184
	Iteration 16Q: 3 clusters Score -1069280 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1069316.625000 Penalty: 3010.638184
	Iteration 17Q: 3 clusters Score -1069317 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1069360.750000 Penalty: 3010.638184
	Iteration 18Q: 3 clusters Score -1069361 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1069419.375000 Penalty: 3010.638184
	Iteration 19Q: 3 clusters Score -1069419 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1069487.875000 Penalty: 3010.638184
	Iteration 20F: 3 clusters Score -1069488 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1069568.500000 Penalty: 3010.638184
	Iteration 21Q: 3 clusters Score -1069568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1069664.500000 Penalty: 3010.638184
	Iteration 22Q: 3 clusters Score -1069664 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1069787.375000 Penalty: 3010.638184
	Iteration 23Q: 3 clusters Score -1069787 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1069913.375000 Penalty: 3010.638184
	Iteration 24Q: 3 clusters Score -1069913 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1070023.250000 Penalty: 3010.638184
	Iteration 25Q: 3 clusters Score -1070023 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1070097.625000 Penalty: 3010.638184
	Iteration 26Q: 3 clusters Score -1070098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1070158.000000 Penalty: 3010.638184
	Iteration 27Q: 3 clusters Score -1070158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1070197.875000 Penalty: 3010.638184
	Iteration 28Q: 3 clusters Score -1070198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1070229.875000 Penalty: 3010.638184
	Iteration 29Q: 3 clusters Score -1070230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1070256.625000 Penalty: 3010.638184
	Iteration 30Q: 3 clusters Score -1070257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1070280.875000 Penalty: 3010.638184
	Iteration 31Q: 3 clusters Score -1070281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1070299.875000 Penalty: 3010.638184
	Iteration 32Q: 3 clusters Score -1070300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1070310.750000 Penalty: 3010.638184
	Iteration 33Q: 3 clusters Score -1070311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1070324.375000 Penalty: 3010.638184
	Iteration 34Q: 3 clusters Score -1070324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1070331.375000 Penalty: 3010.638184
	Iteration 35Q: 3 clusters Score -1070331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1070347.250000 Penalty: 3010.638184
	Iteration 36Q: 3 clusters Score -1070347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1070358.500000 Penalty: 3010.638184
	Iteration 37Q: 3 clusters Score -1070358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1070368.625000 Penalty: 3010.638184
	Iteration 38Q: 3 clusters Score -1070369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1070376.500000 Penalty: 3010.638184
	Iteration 39Q: 3 clusters Score -1070376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1070387.125000 Penalty: 3010.638184
	Iteration 40F: 3 clusters Score -1070387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1070395.250000 Penalty: 3010.638184
	Iteration 41Q: 3 clusters Score -1070395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1070404.000000 Penalty: 3010.638184
	Iteration 42Q: 3 clusters Score -1070404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1070420.375000 Penalty: 3010.638184
	Iteration 43Q: 3 clusters Score -1070420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1070428.500000 Penalty: 3010.638184
	Iteration 44Q: 3 clusters Score -1070428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1070436.750000 Penalty: 3010.638184
	Iteration 45Q: 3 clusters Score -1070437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1070446.375000 Penalty: 3010.638184
	Iteration 46Q: 3 clusters Score -1070446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1070453.125000 Penalty: 3010.638184
	Iteration 47Q: 3 clusters Score -1070453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1070458.125000 Penalty: 3010.638184
	Iteration 48Q: 3 clusters Score -1070458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1070462.375000 Penalty: 3010.638184
	Iteration 49Q: 3 clusters Score -1070462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1070472.875000 Penalty: 3010.638184
	Iteration 50Q: 3 clusters Score -1070473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1070482.250000 Penalty: 3010.638184
	Iteration 51Q: 3 clusters Score -1070482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1070495.625000 Penalty: 3010.638184
	Iteration 52Q: 3 clusters Score -1070496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1070506.500000 Penalty: 3010.638184
	Iteration 53Q: 3 clusters Score -1070506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1070511.000000 Penalty: 3010.638184
	Iteration 54Q: 3 clusters Score -1070511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1070513.625000 Penalty: 3010.638184
	Iteration 55Q: 3 clusters Score -1070514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1070518.875000 Penalty: 3010.638184
	Iteration 56Q: 3 clusters Score -1070519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1070525.375000 Penalty: 3010.638184
	Iteration 57Q: 3 clusters Score -1070525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1070530.625000 Penalty: 3010.638184
	Iteration 58Q: 3 clusters Score -1070531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1070537.000000 Penalty: 3010.638184
	Iteration 59Q: 3 clusters Score -1070537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1070540.250000 Penalty: 3010.638184
	Iteration 60F: 3 clusters Score -1070540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1070547.750000 Penalty: 3010.638184
	Iteration 61Q: 3 clusters Score -1070548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1070550.750000 Penalty: 3010.638184
	Iteration 62Q: 3 clusters Score -1070551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1070554.625000 Penalty: 3010.638184
	Iteration 63Q: 3 clusters Score -1070555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1070558.375000 Penalty: 3010.638184
	Iteration 64Q: 3 clusters Score -1070558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1070560.125000 Penalty: 3010.638184
	Iteration 65Q: 3 clusters Score -1070560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1070563.375000 Penalty: 3010.638184
	Iteration 66Q: 3 clusters Score -1070563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1070566.625000 Penalty: 3010.638184
	Iteration 67Q: 3 clusters Score -1070567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1070569.375000 Penalty: 3010.638184
	Iteration 68Q: 3 clusters Score -1070569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1070571.875000 Penalty: 3010.638184
	Iteration 69Q: 3 clusters Score -1070572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1070574.000000 Penalty: 3010.638184
	Iteration 70Q: 3 clusters Score -1070574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1070578.500000 Penalty: 3010.638184
	Iteration 71Q: 3 clusters Score -1070578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1070577.625000 Penalty: 3010.638184
	Iteration 72Q: 3 clusters Score -1070578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1070577.875000 Penalty: 3010.638184
	Iteration 73Q: 3 clusters Score -1070578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1070579.875000 Penalty: 3010.638184
	Iteration 74Q: 3 clusters Score -1070580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1070577.750000 Penalty: 3010.638184
	Iteration 75Q: 3 clusters Score -1070578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1070580.625000 Penalty: 3010.638184
	Iteration 76Q: 3 clusters Score -1070581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1070581.625000 Penalty: 3010.638184
	Iteration 77Q: 3 clusters Score -1070582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1070582.875000 Penalty: 3010.638184
	Iteration 78Q: 3 clusters Score -1070583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1070583.750000 Penalty: 3010.638184
	Iteration 79Q: 3 clusters Score -1070584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1070584.500000 Penalty: 3010.638184
	Iteration 80F: 3 clusters Score -1070584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1070588.000000 Penalty: 3010.638184
	Iteration 81Q: 3 clusters Score -1070588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1070586.250000 Penalty: 3010.638184
	Iteration 82Q: 3 clusters Score -1070586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1070589.875000 Penalty: 3010.638184
	Iteration 83Q: 3 clusters Score -1070590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1070593.375000 Penalty: 3010.638184
	Iteration 84Q: 3 clusters Score -1070593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1070595.125000 Penalty: 3010.638184
	Iteration 85Q: 3 clusters Score -1070595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1070593.000000 Penalty: 3010.638184
	Iteration 86Q: 3 clusters Score -1070593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1070595.250000 Penalty: 3010.638184
	Iteration 87Q: 3 clusters Score -1070595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1070592.375000 Penalty: 3010.638184
	Iteration 88Q: 3 clusters Score -1070592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1070596.375000 Penalty: 3010.638184
	Iteration 89Q: 3 clusters Score -1070596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1070597.250000 Penalty: 3010.638184
	Iteration 90Q: 3 clusters Score -1070597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1070600.375000 Penalty: 3010.638184
	Iteration 91Q: 3 clusters Score -1070600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1070598.750000 Penalty: 3010.638184
	Iteration 92Q: 3 clusters Score -1070599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1070597.750000 Penalty: 3010.638184
	Iteration 93Q: 3 clusters Score -1070598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1070598.250000 Penalty: 3010.638184
	Iteration 94Q: 3 clusters Score -1070598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1070601.500000 Penalty: 3010.638184
	Iteration 95Q: 3 clusters Score -1070602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1070601.125000 Penalty: 3010.638184
	Iteration 96Q: 3 clusters Score -1070601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1070601.750000 Penalty: 3010.638184
	Iteration 97Q: 3 clusters Score -1070602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1070601.750000 Penalty: 3010.638184
	Iteration 98Q: 3 clusters Score -1070602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1070602.000000 Penalty: 3010.638184
	Iteration 99Q: 3 clusters Score -1070602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1070600.250000 Penalty: 3010.638184
	Iteration 100F: 3 clusters Score -1070600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1070600.375000 Penalty: 3010.638184
	Iteration 101Q: 3 clusters Score -1070600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1070600.375000 Penalty: 3010.638184
	Iteration 102F: 3 clusters Score -1070600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Entering Unmasked Estep 
Score: -713111.437500 Penalty: 1437.742798
	Iteration 0F: 2 clusters Score -713111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -707839.312500 Penalty: 2875.485596
	Iteration 0F: 3 clusters Score -707839.3 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -709406.500000 Penalty: 2875.485596
	Iteration 1F: 3 clusters Score -709406.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -709599.250000 Penalty: 2875.485596
	Iteration 2F: 3 clusters Score -709599.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -709708.562500 Penalty: 2875.485596
	Iteration 3Q: 3 clusters Score -709708.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -709800.937500 Penalty: 2875.485596
	Iteration 4Q: 3 clusters Score -709800.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -709882.062500 Penalty: 2875.485596
	Iteration 5Q: 3 clusters Score -709882.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -709958.437500 Penalty: 2875.485596
	Iteration 6Q: 3 clusters Score -709958.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -710045.000000 Penalty: 2875.485596
	Iteration 7Q: 3 clusters Score -710045 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -710180.875000 Penalty: 2875.485596
	Iteration 8Q: 3 clusters Score -710180.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -710365.625000 Penalty: 2875.485596
	Iteration 9Q: 3 clusters Score -710365.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -710587.812500 Penalty: 2875.485596
	Iteration 10Q: 3 clusters Score -710587.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -710848.875000 Penalty: 2875.485596
	Iteration 11Q: 3 clusters Score -710848.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -711062.750000 Penalty: 2875.485596
	Iteration 12Q: 3 clusters Score -711062.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -711212.000000 Penalty: 2875.485596
	Iteration 13Q: 3 clusters Score -711212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -711327.187500 Penalty: 2875.485596
	Iteration 14Q: 3 clusters Score -711327.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -711400.312500 Penalty: 2875.485596
	Iteration 15Q: 3 clusters Score -711400.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -711458.000000 Penalty: 2875.485596
	Iteration 16Q: 3 clusters Score -711458 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -711502.562500 Penalty: 2875.485596
	Iteration 17Q: 3 clusters Score -711502.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -711536.562500 Penalty: 2875.485596
	Iteration 18Q: 3 clusters Score -711536.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -711566.062500 Penalty: 2875.485596
	Iteration 19Q: 3 clusters Score -711566.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -711591.062500 Penalty: 2875.485596
	Iteration 20F: 3 clusters Score -711591.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -711613.750000 Penalty: 2875.485596
	Iteration 21Q: 3 clusters Score -711613.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -711638.187500 Penalty: 2875.485596
	Iteration 22Q: 3 clusters Score -711638.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -711652.437500 Penalty: 2875.485596
	Iteration 23Q: 3 clusters Score -711652.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -711666.437500 Penalty: 2875.485596
	Iteration 24Q: 3 clusters Score -711666.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -711678.875000 Penalty: 2875.485596
	Iteration 25Q: 3 clusters Score -711678.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -711690.187500 Penalty: 2875.485596
	Iteration 26Q: 3 clusters Score -711690.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -711706.125000 Penalty: 2875.485596
	Iteration 27Q: 3 clusters Score -711706.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -711726.312500 Penalty: 2875.485596
	Iteration 28Q: 3 clusters Score -711726.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -711744.937500 Penalty: 2875.485596
	Iteration 29Q: 3 clusters Score -711744.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -711765.875000 Penalty: 2875.485596
	Iteration 30Q: 3 clusters Score -711765.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -711781.562500 Penalty: 2875.485596
	Iteration 31Q: 3 clusters Score -711781.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -711801.812500 Penalty: 2875.485596
	Iteration 32Q: 3 clusters Score -711801.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -711822.562500 Penalty: 2875.485596
	Iteration 33Q: 3 clusters Score -711822.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -711840.937500 Penalty: 2875.485596
	Iteration 34Q: 3 clusters Score -711840.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -711855.250000 Penalty: 2875.485596
	Iteration 35Q: 3 clusters Score -711855.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -711865.687500 Penalty: 2875.485596
	Iteration 36Q: 3 clusters Score -711865.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -711877.437500 Penalty: 2875.485596
	Iteration 37Q: 3 clusters Score -711877.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -711890.875000 Penalty: 2875.485596
	Iteration 38Q: 3 clusters Score -711890.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -711901.937500 Penalty: 2875.485596
	Iteration 39Q: 3 clusters Score -711901.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -711917.500000 Penalty: 2875.485596
	Iteration 40F: 3 clusters Score -711917.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -711925.312500 Penalty: 2875.485596
	Iteration 41Q: 3 clusters Score -711925.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -711937.187500 Penalty: 2875.485596
	Iteration 42Q: 3 clusters Score -711937.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -711955.625000 Penalty: 2875.485596
	Iteration 43Q: 3 clusters Score -711955.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -711974.875000 Penalty: 2875.485596
	Iteration 44Q: 3 clusters Score -711974.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -711999.500000 Penalty: 2875.485596
	Iteration 45Q: 3 clusters Score -711999.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -712024.437500 Penalty: 2875.485596
	Iteration 46Q: 3 clusters Score -712024.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -712057.187500 Penalty: 2875.485596
	Iteration 47Q: 3 clusters Score -712057.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -712099.062500 Penalty: 2875.485596
	Iteration 48Q: 3 clusters Score -712099.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -712131.187500 Penalty: 2875.485596
	Iteration 49Q: 3 clusters Score -712131.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -712166.000000 Penalty: 2875.485596
	Iteration 50Q: 3 clusters Score -712166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -712199.250000 Penalty: 2875.485596
	Iteration 51Q: 3 clusters Score -712199.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -712217.562500 Penalty: 2875.485596
	Iteration 52Q: 3 clusters Score -712217.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -712249.375000 Penalty: 2875.485596
	Iteration 53Q: 3 clusters Score -712249.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -712282.000000 Penalty: 2875.485596
	Iteration 54Q: 3 clusters Score -712282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -712304.875000 Penalty: 2875.485596
	Iteration 55Q: 3 clusters Score -712304.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -712317.687500 Penalty: 2875.485596
	Iteration 56Q: 3 clusters Score -712317.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -712322.937500 Penalty: 2875.485596
	Iteration 57Q: 3 clusters Score -712322.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -712330.375000 Penalty: 2875.485596
	Iteration 58Q: 3 clusters Score -712330.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -712339.750000 Penalty: 2875.485596
	Iteration 59Q: 3 clusters Score -712339.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -712348.250000 Penalty: 2875.485596
	Iteration 60F: 3 clusters Score -712348.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -712351.625000 Penalty: 2875.485596
	Iteration 61Q: 3 clusters Score -712351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -712355.062500 Penalty: 2875.485596
	Iteration 62Q: 3 clusters Score -712355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -712358.062500 Penalty: 2875.485596
	Iteration 63Q: 3 clusters Score -712358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -712359.937500 Penalty: 2875.485596
	Iteration 64Q: 3 clusters Score -712359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -712362.125000 Penalty: 2875.485596
	Iteration 65Q: 3 clusters Score -712362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -712361.250000 Penalty: 2875.485596
	Iteration 66Q: 3 clusters Score -712361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -712361.187500 Penalty: 2875.485596
	Iteration 67Q: 3 clusters Score -712361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -712362.312500 Penalty: 2875.485596
	Iteration 68Q: 3 clusters Score -712362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -712362.312500 Penalty: 2875.485596
	Iteration 69F: 3 clusters Score -712362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -344502.125000 Penalty: 1326.686646
	Iteration 0F: 2 clusters Score -344502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -341482.000000 Penalty: 2653.373291
	Iteration 0F: 3 clusters Score -341482 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -342316.937500 Penalty: 2653.373291
	Iteration 1F: 3 clusters Score -342316.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -342662.781250 Penalty: 2653.373291
	Iteration 2F: 3 clusters Score -342662.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -343054.187500 Penalty: 2653.373291
	Iteration 3F: 3 clusters Score -343054.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -343499.593750 Penalty: 2653.373291
	Iteration 4F: 3 clusters Score -343499.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -343818.093750 Penalty: 2653.373291
	Iteration 5F: 3 clusters Score -343818.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -344007.968750 Penalty: 2653.373291
	Iteration 6F: 3 clusters Score -344008 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -344103.812500 Penalty: 2653.373291
	Iteration 7Q: 3 clusters Score -344103.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -344157.312500 Penalty: 2653.373291
	Iteration 8Q: 3 clusters Score -344157.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -344193.593750 Penalty: 2653.373291
	Iteration 9Q: 3 clusters Score -344193.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -344219.093750 Penalty: 2653.373291
	Iteration 10Q: 3 clusters Score -344219.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -344239.375000 Penalty: 2653.373291
	Iteration 11Q: 3 clusters Score -344239.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -344256.781250 Penalty: 2653.373291
	Iteration 12Q: 3 clusters Score -344256.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -344271.781250 Penalty: 2653.373291
	Iteration 13Q: 3 clusters Score -344271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -344282.843750 Penalty: 2653.373291
	Iteration 14Q: 3 clusters Score -344282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -344286.500000 Penalty: 2653.373291
	Iteration 15Q: 3 clusters Score -344286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -344289.156250 Penalty: 2653.373291
	Iteration 16Q: 3 clusters Score -344289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -344292.968750 Penalty: 2653.373291
	Iteration 17Q: 3 clusters Score -344293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -344296.906250 Penalty: 2653.373291
	Iteration 18Q: 3 clusters Score -344296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -344299.531250 Penalty: 2653.373291
	Iteration 19Q: 3 clusters Score -344299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -344299.437500 Penalty: 2653.373291
	Iteration 20F: 3 clusters Score -344299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -344299.875000 Penalty: 2653.373291
	Iteration 21Q: 3 clusters Score -344299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -344299.875000 Penalty: 2653.373291
	Iteration 22F: 3 clusters Score -344299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -446199.062500 Penalty: 1351.755981
	Iteration 0F: 2 clusters Score -446199.1 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 2042 members 
Entering Unmasked Estep 
Score: -442752.937500 Penalty: 2703.511963
	Iteration 0F: 3 clusters Score -442752.9 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -443621.968750 Penalty: 2703.511963
	Iteration 1F: 3 clusters Score -443622 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -443807.187500 Penalty: 2703.511963
	Iteration 2F: 3 clusters Score -443807.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -443938.343750 Penalty: 2703.511963
	Iteration 3F: 3 clusters Score -443938.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -444030.968750 Penalty: 2703.511963
	Iteration 4Q: 3 clusters Score -444031 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -444090.562500 Penalty: 2703.511963
	Iteration 5Q: 3 clusters Score -444090.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -444135.812500 Penalty: 2703.511963
	Iteration 6Q: 3 clusters Score -444135.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -444171.187500 Penalty: 2703.511963
	Iteration 7Q: 3 clusters Score -444171.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -444197.500000 Penalty: 2703.511963
	Iteration 8Q: 3 clusters Score -444197.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -444224.250000 Penalty: 2703.511963
	Iteration 9Q: 3 clusters Score -444224.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -444247.687500 Penalty: 2703.511963
	Iteration 10Q: 3 clusters Score -444247.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -444269.031250 Penalty: 2703.511963
	Iteration 11Q: 3 clusters Score -444269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -444290.843750 Penalty: 2703.511963
	Iteration 12Q: 3 clusters Score -444290.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -444312.187500 Penalty: 2703.511963
	Iteration 13Q: 3 clusters Score -444312.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -444332.937500 Penalty: 2703.511963
	Iteration 14Q: 3 clusters Score -444332.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -444353.062500 Penalty: 2703.511963
	Iteration 15Q: 3 clusters Score -444353.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -444368.500000 Penalty: 2703.511963
	Iteration 16Q: 3 clusters Score -444368.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -444384.781250 Penalty: 2703.511963
	Iteration 17Q: 3 clusters Score -444384.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -444399.093750 Penalty: 2703.511963
	Iteration 18Q: 3 clusters Score -444399.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -444414.875000 Penalty: 2703.511963
	Iteration 19Q: 3 clusters Score -444414.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -444431.906250 Penalty: 2703.511963
	Iteration 20F: 3 clusters Score -444431.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -444451.000000 Penalty: 2703.511963
	Iteration 21Q: 3 clusters Score -444451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -444476.218750 Penalty: 2703.511963
	Iteration 22Q: 3 clusters Score -444476.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -444501.218750 Penalty: 2703.511963
	Iteration 23Q: 3 clusters Score -444501.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -444539.750000 Penalty: 2703.511963
	Iteration 24Q: 3 clusters Score -444539.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -444590.312500 Penalty: 2703.511963
	Iteration 25Q: 3 clusters Score -444590.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -444630.437500 Penalty: 2703.511963
	Iteration 26Q: 3 clusters Score -444630.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -444668.875000 Penalty: 2703.511963
	Iteration 27Q: 3 clusters Score -444668.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -444712.218750 Penalty: 2703.511963
	Iteration 28Q: 3 clusters Score -444712.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -444754.031250 Penalty: 2703.511963
	Iteration 29Q: 3 clusters Score -444754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -444784.343750 Penalty: 2703.511963
	Iteration 30Q: 3 clusters Score -444784.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -444816.843750 Penalty: 2703.511963
	Iteration 31Q: 3 clusters Score -444816.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -444842.625000 Penalty: 2703.511963
	Iteration 32Q: 3 clusters Score -444842.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -444862.875000 Penalty: 2703.511963
	Iteration 33Q: 3 clusters Score -444862.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -444886.000000 Penalty: 2703.511963
	Iteration 34Q: 3 clusters Score -444886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -444907.875000 Penalty: 2703.511963
	Iteration 35Q: 3 clusters Score -444907.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -444930.968750 Penalty: 2703.511963
	Iteration 36Q: 3 clusters Score -444931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -444950.937500 Penalty: 2703.511963
	Iteration 37Q: 3 clusters Score -444950.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -444972.562500 Penalty: 2703.511963
	Iteration 38Q: 3 clusters Score -444972.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -444990.531250 Penalty: 2703.511963
	Iteration 39Q: 3 clusters Score -444990.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -445002.062500 Penalty: 2703.511963
	Iteration 40F: 3 clusters Score -445002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -445008.562500 Penalty: 2703.511963
	Iteration 41Q: 3 clusters Score -445008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -445018.812500 Penalty: 2703.511963
	Iteration 42Q: 3 clusters Score -445018.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -445030.875000 Penalty: 2703.511963
	Iteration 43Q: 3 clusters Score -445030.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -445038.062500 Penalty: 2703.511963
	Iteration 44Q: 3 clusters Score -445038.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -445044.218750 Penalty: 2703.511963
	Iteration 45Q: 3 clusters Score -445044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -445047.718750 Penalty: 2703.511963
	Iteration 46Q: 3 clusters Score -445047.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -445053.437500 Penalty: 2703.511963
	Iteration 47Q: 3 clusters Score -445053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -445053.593750 Penalty: 2703.511963
	Iteration 48Q: 3 clusters Score -445053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -445054.750000 Penalty: 2703.511963
	Iteration 49Q: 3 clusters Score -445054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -445056.312500 Penalty: 2703.511963
	Iteration 50Q: 3 clusters Score -445056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -445057.062500 Penalty: 2703.511963
	Iteration 51Q: 3 clusters Score -445057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -445057.062500 Penalty: 2703.511963
	Iteration 52F: 3 clusters Score -445057.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Entering Unmasked Estep 
Score: -1389522.500000 Penalty: 1549.430542
	Iteration 0F: 2 clusters Score -1389522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1379946.875000 Penalty: 3098.861084
	Iteration 0F: 3 clusters Score -1379947 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1383713.125000 Penalty: 3098.861084
	Iteration 1F: 3 clusters Score -1383713 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1384503.500000 Penalty: 3098.861084
	Iteration 2F: 3 clusters Score -1384504 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1385213.125000 Penalty: 3098.861084
	Iteration 3F: 3 clusters Score -1385213 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1385804.125000 Penalty: 3098.861084
	Iteration 4F: 3 clusters Score -1385804 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1386347.125000 Penalty: 3098.861084
	Iteration 5F: 3 clusters Score -1386347 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1386782.875000 Penalty: 3098.861084
	Iteration 6F: 3 clusters Score -1386783 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1387139.375000 Penalty: 3098.861084
	Iteration 7Q: 3 clusters Score -1387139 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1387458.625000 Penalty: 3098.861084
	Iteration 8Q: 3 clusters Score -1387459 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1387731.750000 Penalty: 3098.861084
	Iteration 9Q: 3 clusters Score -1387732 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1387958.500000 Penalty: 3098.861084
	Iteration 10Q: 3 clusters Score -1387958 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1388123.750000 Penalty: 3098.861084
	Iteration 11Q: 3 clusters Score -1388124 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1388254.625000 Penalty: 3098.861084
	Iteration 12Q: 3 clusters Score -1388255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1388360.375000 Penalty: 3098.861084
	Iteration 13Q: 3 clusters Score -1388360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1388454.375000 Penalty: 3098.861084
	Iteration 14Q: 3 clusters Score -1388454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1388540.625000 Penalty: 3098.861084
	Iteration 15Q: 3 clusters Score -1388541 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1388619.750000 Penalty: 3098.861084
	Iteration 16Q: 3 clusters Score -1388620 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1388686.000000 Penalty: 3098.861084
	Iteration 17Q: 3 clusters Score -1388686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1388740.625000 Penalty: 3098.861084
	Iteration 18Q: 3 clusters Score -1388741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1388780.750000 Penalty: 3098.861084
	Iteration 19Q: 3 clusters Score -1388781 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1388812.625000 Penalty: 3098.861084
	Iteration 20F: 3 clusters Score -1388813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1388840.250000 Penalty: 3098.861084
	Iteration 21Q: 3 clusters Score -1388840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1388860.000000 Penalty: 3098.861084
	Iteration 22Q: 3 clusters Score -1388860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1388874.375000 Penalty: 3098.861084
	Iteration 23Q: 3 clusters Score -1388874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1388896.750000 Penalty: 3098.861084
	Iteration 24Q: 3 clusters Score -1388897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1388919.375000 Penalty: 3098.861084
	Iteration 25Q: 3 clusters Score -1388919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1388940.375000 Penalty: 3098.861084
	Iteration 26Q: 3 clusters Score -1388940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1388968.875000 Penalty: 3098.861084
	Iteration 27Q: 3 clusters Score -1388969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1389004.375000 Penalty: 3098.861084
	Iteration 28Q: 3 clusters Score -1389004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1389038.000000 Penalty: 3098.861084
	Iteration 29Q: 3 clusters Score -1389038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1389093.625000 Penalty: 3098.861084
	Iteration 30Q: 3 clusters Score -1389094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1389177.750000 Penalty: 3098.861084
	Iteration 31Q: 3 clusters Score -1389178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1389266.375000 Penalty: 3098.861084
	Iteration 32Q: 3 clusters Score -1389266 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1389349.000000 Penalty: 3098.861084
	Iteration 33Q: 3 clusters Score -1389349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1389411.750000 Penalty: 3098.861084
	Iteration 34Q: 3 clusters Score -1389412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1389436.875000 Penalty: 3098.861084
	Iteration 35Q: 3 clusters Score -1389437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1389451.625000 Penalty: 3098.861084
	Iteration 36Q: 3 clusters Score -1389452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1389459.875000 Penalty: 3098.861084
	Iteration 37Q: 3 clusters Score -1389460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1389466.000000 Penalty: 3098.861084
	Iteration 38Q: 3 clusters Score -1389466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1389475.500000 Penalty: 3098.861084
	Iteration 39Q: 3 clusters Score -1389476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1389472.875000 Penalty: 3098.861084
	Iteration 40F: 3 clusters Score -1389473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1389473.625000 Penalty: 3098.861084
	Iteration 41Q: 3 clusters Score -1389474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1389476.125000 Penalty: 3098.861084
	Iteration 42Q: 3 clusters Score -1389476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1389475.250000 Penalty: 3098.861084
	Iteration 43Q: 3 clusters Score -1389475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1389473.750000 Penalty: 3098.861084
	Iteration 44Q: 3 clusters Score -1389474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1389473.625000 Penalty: 3098.861084
	Iteration 45Q: 3 clusters Score -1389474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1389476.125000 Penalty: 3098.861084
	Iteration 46Q: 3 clusters Score -1389476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1389478.125000 Penalty: 3098.861084
	Iteration 47Q: 3 clusters Score -1389478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1389480.125000 Penalty: 3098.861084
	Iteration 48Q: 3 clusters Score -1389480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1389479.375000 Penalty: 3098.861084
	Iteration 49Q: 3 clusters Score -1389479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1389482.500000 Penalty: 3098.861084
	Iteration 50Q: 3 clusters Score -1389482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1389481.625000 Penalty: 3098.861084
	Iteration 51Q: 3 clusters Score -1389482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1389481.250000 Penalty: 3098.861084
	Iteration 52Q: 3 clusters Score -1389481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1389481.250000 Penalty: 3098.861084
	Iteration 53F: 3 clusters Score -1389481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -76500.953125 Penalty: 1102.474243
	Iteration 0F: 2 clusters Score -76500.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75104.632812 Penalty: 2204.948486
	Iteration 0F: 3 clusters Score -75104.63 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75358.023438 Penalty: 2204.948486
	Iteration 1F: 3 clusters Score -75358.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75455.914062 Penalty: 2204.948486
	Iteration 2F: 3 clusters Score -75455.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75524.250000 Penalty: 2204.948486
	Iteration 3Q: 3 clusters Score -75524.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75584.140625 Penalty: 2204.948486
	Iteration 4Q: 3 clusters Score -75584.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -75646.523438 Penalty: 2204.948486
	Iteration 5Q: 3 clusters Score -75646.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75709.070312 Penalty: 2204.948486
	Iteration 6Q: 3 clusters Score -75709.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75747.296875 Penalty: 2204.948486
	Iteration 7Q: 3 clusters Score -75747.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75774.710938 Penalty: 2204.948486
	Iteration 8Q: 3 clusters Score -75774.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75799.765625 Penalty: 2204.948486
	Iteration 9Q: 3 clusters Score -75799.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75822.617188 Penalty: 2204.948486
	Iteration 10Q: 3 clusters Score -75822.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75844.023438 Penalty: 2204.948486
	Iteration 11Q: 3 clusters Score -75844.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75858.468750 Penalty: 2204.948486
	Iteration 12Q: 3 clusters Score -75858.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75865.781250 Penalty: 2204.948486
	Iteration 13Q: 3 clusters Score -75865.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75874.117188 Penalty: 2204.948486
	Iteration 14Q: 3 clusters Score -75874.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75889.765625 Penalty: 2204.948486
	Iteration 15Q: 3 clusters Score -75889.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75906.226562 Penalty: 2204.948486
	Iteration 16Q: 3 clusters Score -75906.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75920.656250 Penalty: 2204.948486
	Iteration 17Q: 3 clusters Score -75920.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75933.531250 Penalty: 2204.948486
	Iteration 18Q: 3 clusters Score -75933.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75940.960938 Penalty: 2204.948486
	Iteration 19Q: 3 clusters Score -75940.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75951.835938 Penalty: 2204.948486
	Iteration 20F: 3 clusters Score -75951.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75960.554688 Penalty: 2204.948486
	Iteration 21Q: 3 clusters Score -75960.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75961.171875 Penalty: 2204.948486
	Iteration 22Q: 3 clusters Score -75961.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75962.531250 Penalty: 2204.948486
	Iteration 23Q: 3 clusters Score -75962.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75962.531250 Penalty: 2204.948486
	Iteration 24F: 3 clusters Score -75962.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Entering Unmasked Estep 
Score: -4333689.500000 Penalty: 1726.953491
	Iteration 0F: 2 clusters Score -4333690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4306017.500000 Penalty: 3453.906982
	Iteration 0F: 3 clusters Score -4306018 nChanged 19360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4317066.500000 Penalty: 3453.906982
	Iteration 1F: 3 clusters Score -4317066 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -4318082.500000 Penalty: 3453.906982
	Iteration 2Q: 3 clusters Score -4318082 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4319265.000000 Penalty: 3453.906982
	Iteration 3F: 3 clusters Score -4319265 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4320595.000000 Penalty: 3453.906982
	Iteration 4F: 3 clusters Score -4320595 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4321948.500000 Penalty: 3453.906982
	Iteration 5F: 3 clusters Score -4321948 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4323556.000000 Penalty: 3453.906982
	Iteration 6F: 3 clusters Score -4323556 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -4325364.000000 Penalty: 3453.906982
	Iteration 7F: 3 clusters Score -4325364 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4327161.000000 Penalty: 3453.906982
	Iteration 8F: 3 clusters Score -4327161 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4328696.000000 Penalty: 3453.906982
	Iteration 9Q: 3 clusters Score -4328696 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4329847.000000 Penalty: 3453.906982
	Iteration 10Q: 3 clusters Score -4329847 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -4330713.500000 Penalty: 3453.906982
	Iteration 11Q: 3 clusters Score -4330714 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4331368.000000 Penalty: 3453.906982
	Iteration 12Q: 3 clusters Score -4331368 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4331814.500000 Penalty: 3453.906982
	Iteration 13Q: 3 clusters Score -4331814 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -4332128.500000 Penalty: 3453.906982
	Iteration 14Q: 3 clusters Score -4332128 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4332358.500000 Penalty: 3453.906982
	Iteration 15Q: 3 clusters Score -4332358 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -4332513.000000 Penalty: 3453.906982
	Iteration 16Q: 3 clusters Score -4332513 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4332632.500000 Penalty: 3453.906982
	Iteration 17Q: 3 clusters Score -4332632 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4332760.500000 Penalty: 3453.906982
	Iteration 18Q: 3 clusters Score -4332760 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4332871.500000 Penalty: 3453.906982
	Iteration 19Q: 3 clusters Score -4332872 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -4332957.000000 Penalty: 3453.906982
	Iteration 20F: 3 clusters Score -4332957 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -4333015.000000 Penalty: 3453.906982
	Iteration 21Q: 3 clusters Score -4333015 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4333089.000000 Penalty: 3453.906982
	Iteration 22Q: 3 clusters Score -4333089 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4333148.500000 Penalty: 3453.906982
	Iteration 23Q: 3 clusters Score -4333148 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4333199.000000 Penalty: 3453.906982
	Iteration 24Q: 3 clusters Score -4333199 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4333225.500000 Penalty: 3453.906982
	Iteration 25Q: 3 clusters Score -4333226 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4333266.000000 Penalty: 3453.906982
	Iteration 26Q: 3 clusters Score -4333266 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -4333296.000000 Penalty: 3453.906982
	Iteration 27Q: 3 clusters Score -4333296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -4333324.500000 Penalty: 3453.906982
	Iteration 28Q: 3 clusters Score -4333324 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4333338.500000 Penalty: 3453.906982
	Iteration 29Q: 3 clusters Score -4333338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4333367.000000 Penalty: 3453.906982
	Iteration 30Q: 3 clusters Score -4333367 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4333397.500000 Penalty: 3453.906982
	Iteration 31Q: 3 clusters Score -4333398 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4333422.000000 Penalty: 3453.906982
	Iteration 32Q: 3 clusters Score -4333422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4333448.500000 Penalty: 3453.906982
	Iteration 33Q: 3 clusters Score -4333448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -4333457.000000 Penalty: 3453.906982
	Iteration 34Q: 3 clusters Score -4333457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4333468.500000 Penalty: 3453.906982
	Iteration 35Q: 3 clusters Score -4333468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4333477.000000 Penalty: 3453.906982
	Iteration 36Q: 3 clusters Score -4333477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4333484.500000 Penalty: 3453.906982
	Iteration 37Q: 3 clusters Score -4333484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4333508.500000 Penalty: 3453.906982
	Iteration 38Q: 3 clusters Score -4333508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4333519.500000 Penalty: 3453.906982
	Iteration 39Q: 3 clusters Score -4333520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4333519.500000 Penalty: 3453.906982
	Iteration 40F: 3 clusters Score -4333520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -4333518.000000 Penalty: 3453.906982
	Iteration 41Q: 3 clusters Score -4333518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4333528.000000 Penalty: 3453.906982
	Iteration 42Q: 3 clusters Score -4333528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4333534.000000 Penalty: 3453.906982
	Iteration 43Q: 3 clusters Score -4333534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4333536.500000 Penalty: 3453.906982
	Iteration 44Q: 3 clusters Score -4333536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4333538.000000 Penalty: 3453.906982
	Iteration 45Q: 3 clusters Score -4333538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4333530.000000 Penalty: 3453.906982
	Iteration 46Q: 3 clusters Score -4333530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4333526.000000 Penalty: 3453.906982
	Iteration 47Q: 3 clusters Score -4333526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4333528.500000 Penalty: 3453.906982
	Iteration 48Q: 3 clusters Score -4333528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4333539.000000 Penalty: 3453.906982
	Iteration 49Q: 3 clusters Score -4333539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4333534.500000 Penalty: 3453.906982
	Iteration 50Q: 3 clusters Score -4333534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4333535.500000 Penalty: 3453.906982
	Iteration 51Q: 3 clusters Score -4333536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4333544.000000 Penalty: 3453.906982
	Iteration 52Q: 3 clusters Score -4333544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4333540.000000 Penalty: 3453.906982
	Iteration 53Q: 3 clusters Score -4333540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4333543.000000 Penalty: 3453.906982
	Iteration 54Q: 3 clusters Score -4333543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4333539.000000 Penalty: 3453.906982
	Iteration 55Q: 3 clusters Score -4333539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4333547.000000 Penalty: 3453.906982
	Iteration 56Q: 3 clusters Score -4333547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4333548.000000 Penalty: 3453.906982
	Iteration 57Q: 3 clusters Score -4333548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4333542.500000 Penalty: 3453.906982
	Iteration 58Q: 3 clusters Score -4333542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4333544.000000 Penalty: 3453.906982
	Iteration 59Q: 3 clusters Score -4333544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4333542.500000 Penalty: 3453.906982
	Iteration 60F: 3 clusters Score -4333542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4333542.500000 Penalty: 3453.906982
	Iteration 61Q: 3 clusters Score -4333542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4333542.500000 Penalty: 3453.906982
	Iteration 62F: 3 clusters Score -4333542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Entering Unmasked Estep 
Score: -1683433.375000 Penalty: 1577.553345
	Iteration 0F: 2 clusters Score -1683433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1672042.875000 Penalty: 3155.106689
	Iteration 0F: 3 clusters Score -1672043 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1676178.500000 Penalty: 3155.106689
	Iteration 1F: 3 clusters Score -1676178 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1676584.125000 Penalty: 3155.106689
	Iteration 2F: 3 clusters Score -1676584 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1676980.250000 Penalty: 3155.106689
	Iteration 3F: 3 clusters Score -1676980 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1677353.750000 Penalty: 3155.106689
	Iteration 4F: 3 clusters Score -1677354 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1677729.125000 Penalty: 3155.106689
	Iteration 5Q: 3 clusters Score -1677729 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1678082.375000 Penalty: 3155.106689
	Iteration 6Q: 3 clusters Score -1678082 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1678382.500000 Penalty: 3155.106689
	Iteration 7Q: 3 clusters Score -1678382 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1678635.625000 Penalty: 3155.106689
	Iteration 8Q: 3 clusters Score -1678636 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1678876.750000 Penalty: 3155.106689
	Iteration 9Q: 3 clusters Score -1678877 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1679134.375000 Penalty: 3155.106689
	Iteration 10Q: 3 clusters Score -1679134 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1679413.500000 Penalty: 3155.106689
	Iteration 11Q: 3 clusters Score -1679414 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1679715.750000 Penalty: 3155.106689
	Iteration 12Q: 3 clusters Score -1679716 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1680043.000000 Penalty: 3155.106689
	Iteration 13Q: 3 clusters Score -1680043 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1680429.250000 Penalty: 3155.106689
	Iteration 14Q: 3 clusters Score -1680429 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1680806.375000 Penalty: 3155.106689
	Iteration 15Q: 3 clusters Score -1680806 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1681177.000000 Penalty: 3155.106689
	Iteration 16Q: 3 clusters Score -1681177 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1681488.625000 Penalty: 3155.106689
	Iteration 17Q: 3 clusters Score -1681489 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1681726.250000 Penalty: 3155.106689
	Iteration 18Q: 3 clusters Score -1681726 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1681891.500000 Penalty: 3155.106689
	Iteration 19Q: 3 clusters Score -1681892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1682002.125000 Penalty: 3155.106689
	Iteration 20F: 3 clusters Score -1682002 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1682074.875000 Penalty: 3155.106689
	Iteration 21Q: 3 clusters Score -1682075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1682137.125000 Penalty: 3155.106689
	Iteration 22Q: 3 clusters Score -1682137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1682172.250000 Penalty: 3155.106689
	Iteration 23Q: 3 clusters Score -1682172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1682194.250000 Penalty: 3155.106689
	Iteration 24Q: 3 clusters Score -1682194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1682210.750000 Penalty: 3155.106689
	Iteration 25Q: 3 clusters Score -1682211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1682221.000000 Penalty: 3155.106689
	Iteration 26Q: 3 clusters Score -1682221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1682230.875000 Penalty: 3155.106689
	Iteration 27Q: 3 clusters Score -1682231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1682230.375000 Penalty: 3155.106689
	Iteration 28Q: 3 clusters Score -1682230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1682234.500000 Penalty: 3155.106689
	Iteration 29Q: 3 clusters Score -1682234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1682238.750000 Penalty: 3155.106689
	Iteration 30Q: 3 clusters Score -1682239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1682238.875000 Penalty: 3155.106689
	Iteration 31Q: 3 clusters Score -1682239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1682244.750000 Penalty: 3155.106689
	Iteration 32Q: 3 clusters Score -1682245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1682246.750000 Penalty: 3155.106689
	Iteration 33Q: 3 clusters Score -1682247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1682254.625000 Penalty: 3155.106689
	Iteration 34Q: 3 clusters Score -1682255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1682259.375000 Penalty: 3155.106689
	Iteration 35Q: 3 clusters Score -1682259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1682264.000000 Penalty: 3155.106689
	Iteration 36Q: 3 clusters Score -1682264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1682273.625000 Penalty: 3155.106689
	Iteration 37Q: 3 clusters Score -1682274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1682278.375000 Penalty: 3155.106689
	Iteration 38Q: 3 clusters Score -1682278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1682280.125000 Penalty: 3155.106689
	Iteration 39Q: 3 clusters Score -1682280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1682280.500000 Penalty: 3155.106689
	Iteration 40F: 3 clusters Score -1682280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1682280.625000 Penalty: 3155.106689
	Iteration 41Q: 3 clusters Score -1682281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1682280.625000 Penalty: 3155.106689
	Iteration 42F: 3 clusters Score -1682281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Entering Unmasked Estep 
Score: -14414036.000000 Penalty: 1918.313354
	Iteration 0F: 2 clusters Score -1.441404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -14328008.000000 Penalty: 3836.626709
	Iteration 0F: 3 clusters Score -1.432801e+07 nChanged 64443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -14368904.000000 Penalty: 3836.626709
	Iteration 1F: 3 clusters Score -1.43689e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -14374846.000000 Penalty: 3836.626709
	Iteration 2F: 3 clusters Score -1.437485e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -14383715.000000 Penalty: 3836.626709
	Iteration 3F: 3 clusters Score -1.438372e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -14393353.000000 Penalty: 3836.626709
	Iteration 4F: 3 clusters Score -1.439335e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -14401797.000000 Penalty: 3836.626709
	Iteration 5F: 3 clusters Score -1.44018e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 110246 members 
Entering Unmasked Estep 
Score: -14408119.000000 Penalty: 3836.626709
	Iteration 6F: 3 clusters Score -1.440812e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 114797 members 
Entering Unmasked Estep 
Score: -14412649.000000 Penalty: 3836.626709
	Iteration 7Q: 3 clusters Score -1.441265e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -14415768.000000 Penalty: 3836.626709
	Iteration 8Q: 3 clusters Score -1.441577e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 119215 members 
Entering Unmasked Estep 
Score: -14417745.000000 Penalty: 3836.626709
	Iteration 9Q: 3 clusters Score -1.441774e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 120379 members 
Entering Unmasked Estep 
Score: -14418562.000000 Penalty: 3836.626709
	Iteration 10Q: 3 clusters Score -1.441856e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 121259 members 
Entering Unmasked Estep 
Score: -14418861.000000 Penalty: 3836.626709
	Iteration 11Q: 3 clusters Score -1.441886e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -14419006.000000 Penalty: 3836.626709
	Iteration 12Q: 3 clusters Score -1.441901e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -14419039.000000 Penalty: 3836.626709
	Iteration 13Q: 3 clusters Score -1.441904e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -14419102.000000 Penalty: 3836.626709
	Iteration 14Q: 3 clusters Score -1.44191e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -14419094.000000 Penalty: 3836.626709
	Iteration 15Q: 3 clusters Score -1.441909e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -14419093.000000 Penalty: 3836.626709
	Iteration 16Q: 3 clusters Score -1.441909e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -14419107.000000 Penalty: 3836.626709
	Iteration 17Q: 3 clusters Score -1.441911e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -14419076.000000 Penalty: 3836.626709
	Iteration 18Q: 3 clusters Score -1.441908e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -14419085.000000 Penalty: 3836.626709
	Iteration 19Q: 3 clusters Score -1.441908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 123982 members 
Entering Unmasked Estep 
Score: -14419080.000000 Penalty: 3836.626709
	Iteration 20F: 3 clusters Score -1.441908e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 124057 members 
Entering Unmasked Estep 
Score: -14419089.000000 Penalty: 3836.626709
	Iteration 21Q: 3 clusters Score -1.441909e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -14419082.000000 Penalty: 3836.626709
	Iteration 22Q: 3 clusters Score -1.441908e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 124165 members 
Entering Unmasked Estep 
Score: -14419070.000000 Penalty: 3836.626709
	Iteration 23Q: 3 clusters Score -1.441907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -14419068.000000 Penalty: 3836.626709
	Iteration 24Q: 3 clusters Score -1.441907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -14419064.000000 Penalty: 3836.626709
	Iteration 25Q: 3 clusters Score -1.441906e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -14419059.000000 Penalty: 3836.626709
	Iteration 26Q: 3 clusters Score -1.441906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 124306 members 
Entering Unmasked Estep 
Score: -14419058.000000 Penalty: 3836.626709
	Iteration 27Q: 3 clusters Score -1.441906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -14419060.000000 Penalty: 3836.626709
	Iteration 28Q: 3 clusters Score -1.441906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 124362 members 
Entering Unmasked Estep 
Score: -14419066.000000 Penalty: 3836.626709
	Iteration 29Q: 3 clusters Score -1.441907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -14419068.000000 Penalty: 3836.626709
	Iteration 30Q: 3 clusters Score -1.441907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -14419075.000000 Penalty: 3836.626709
	Iteration 31Q: 3 clusters Score -1.441908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -14419072.000000 Penalty: 3836.626709
	Iteration 32Q: 3 clusters Score -1.441907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -14419066.000000 Penalty: 3836.626709
	Iteration 33Q: 3 clusters Score -1.441907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -14419064.000000 Penalty: 3836.626709
	Iteration 34Q: 3 clusters Score -1.441906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 124399 members 
Entering Unmasked Estep 
Score: -14419063.000000 Penalty: 3836.626709
	Iteration 35Q: 3 clusters Score -1.441906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 124400 members 
Entering Unmasked Estep 
Score: -14419066.000000 Penalty: 3836.626709
	Iteration 36Q: 3 clusters Score -1.441907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 124402 members 
Entering Unmasked Estep 
Score: -14419064.000000 Penalty: 3836.626709
	Iteration 37Q: 3 clusters Score -1.441906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -14419070.000000 Penalty: 3836.626709
	Iteration 38Q: 3 clusters Score -1.441907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -14419067.000000 Penalty: 3836.626709
	Iteration 39Q: 3 clusters Score -1.441907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -14419062.000000 Penalty: 3836.626709
	Iteration 40F: 3 clusters Score -1.441906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 124408 members 
Entering Unmasked Estep 
Score: -14419062.000000 Penalty: 3836.626709
	Iteration 41Q: 3 clusters Score -1.441906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 124410 members 
Entering Unmasked Estep 
Score: -14419064.000000 Penalty: 3836.626709
	Iteration 42Q: 3 clusters Score -1.441906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -14419067.000000 Penalty: 3836.626709
	Iteration 43Q: 3 clusters Score -1.441907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -14419067.000000 Penalty: 3836.626709
	Iteration 44F: 3 clusters Score -1.441907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 6258 members 
Mstep: Class 26 contains 187843 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 124411 members 
Entering Unmasked Estep 
Score: -100992968.000000 Penalty: 69460.656250
Splitting cluster 15 changes total score from -100988584.000000 to -100992968.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -26917.484375 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -26917.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26311.103516 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -26311.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27136.851562 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -27136.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27376.837891 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -27376.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27415.742188 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -27415.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27448.560547 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -27448.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27469.265625 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -27469.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27494.033203 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -27494.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27504.507812 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -27504.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27507.011719 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -27507.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27511.566406 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -27511.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27511.566406 Penalty: 1936.488037
	Iteration 10F: 3 clusters Score -27511.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 6258 members 
Mstep: Class 26 contains 187843 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 124411 members 
Mstep: Class 32 contains 257 members 
Entering Unmasked Estep 
Score: -100992360.000000 Penalty: 71701.320312
Splitting cluster 16 changes total score from -100988584.000000 to -100992360.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -488567.031250 Penalty: 1365.216553
	Iteration 0F: 2 clusters Score -488567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -484896.750000 Penalty: 2730.433105
	Iteration 0F: 3 clusters Score -484896.8 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -485876.156250 Penalty: 2730.433105
	Iteration 1F: 3 clusters Score -485876.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -486032.625000 Penalty: 2730.433105
	Iteration 2F: 3 clusters Score -486032.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -486142.218750 Penalty: 2730.433105
	Iteration 3Q: 3 clusters Score -486142.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -486215.406250 Penalty: 2730.433105
	Iteration 4Q: 3 clusters Score -486215.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -486267.218750 Penalty: 2730.433105
	Iteration 5Q: 3 clusters Score -486267.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -486313.062500 Penalty: 2730.433105
	Iteration 6Q: 3 clusters Score -486313.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -486356.656250 Penalty: 2730.433105
	Iteration 7Q: 3 clusters Score -486356.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -486400.437500 Penalty: 2730.433105
	Iteration 8Q: 3 clusters Score -486400.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -486443.937500 Penalty: 2730.433105
	Iteration 9Q: 3 clusters Score -486443.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -486486.625000 Penalty: 2730.433105
	Iteration 10Q: 3 clusters Score -486486.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -486529.906250 Penalty: 2730.433105
	Iteration 11Q: 3 clusters Score -486529.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -486576.250000 Penalty: 2730.433105
	Iteration 12Q: 3 clusters Score -486576.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -486616.062500 Penalty: 2730.433105
	Iteration 13Q: 3 clusters Score -486616.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -486654.281250 Penalty: 2730.433105
	Iteration 14Q: 3 clusters Score -486654.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -486697.125000 Penalty: 2730.433105
	Iteration 15Q: 3 clusters Score -486697.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -486735.187500 Penalty: 2730.433105
	Iteration 16Q: 3 clusters Score -486735.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -486786.687500 Penalty: 2730.433105
	Iteration 17Q: 3 clusters Score -486786.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -486840.562500 Penalty: 2730.433105
	Iteration 18Q: 3 clusters Score -486840.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -486892.000000 Penalty: 2730.433105
	Iteration 19Q: 3 clusters Score -486892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -486945.093750 Penalty: 2730.433105
	Iteration 20F: 3 clusters Score -486945.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -487006.812500 Penalty: 2730.433105
	Iteration 21Q: 3 clusters Score -487006.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -487071.000000 Penalty: 2730.433105
	Iteration 22Q: 3 clusters Score -487071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -487120.562500 Penalty: 2730.433105
	Iteration 23Q: 3 clusters Score -487120.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -487157.218750 Penalty: 2730.433105
	Iteration 24Q: 3 clusters Score -487157.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -487177.156250 Penalty: 2730.433105
	Iteration 25Q: 3 clusters Score -487177.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -487192.937500 Penalty: 2730.433105
	Iteration 26Q: 3 clusters Score -487192.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -487208.562500 Penalty: 2730.433105
	Iteration 27Q: 3 clusters Score -487208.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -487217.843750 Penalty: 2730.433105
	Iteration 28Q: 3 clusters Score -487217.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -487223.406250 Penalty: 2730.433105
	Iteration 29Q: 3 clusters Score -487223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -487231.718750 Penalty: 2730.433105
	Iteration 30Q: 3 clusters Score -487231.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -487236.750000 Penalty: 2730.433105
	Iteration 31Q: 3 clusters Score -487236.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -487241.656250 Penalty: 2730.433105
	Iteration 32Q: 3 clusters Score -487241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -487244.062500 Penalty: 2730.433105
	Iteration 33Q: 3 clusters Score -487244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -487245.062500 Penalty: 2730.433105
	Iteration 34Q: 3 clusters Score -487245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -487245.593750 Penalty: 2730.433105
	Iteration 35Q: 3 clusters Score -487245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -487248.218750 Penalty: 2730.433105
	Iteration 36Q: 3 clusters Score -487248.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -487250.625000 Penalty: 2730.433105
	Iteration 37Q: 3 clusters Score -487250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -487251.781250 Penalty: 2730.433105
	Iteration 38Q: 3 clusters Score -487251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -487251.468750 Penalty: 2730.433105
	Iteration 39Q: 3 clusters Score -487251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -487253.593750 Penalty: 2730.433105
	Iteration 40F: 3 clusters Score -487253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -487254.187500 Penalty: 2730.433105
	Iteration 41Q: 3 clusters Score -487254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -487254.125000 Penalty: 2730.433105
	Iteration 42Q: 3 clusters Score -487254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -487255.156250 Penalty: 2730.433105
	Iteration 43Q: 3 clusters Score -487255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -487255.156250 Penalty: 2730.433105
	Iteration 44F: 3 clusters Score -487255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -478844.375000 Penalty: 1370.529663
	Iteration 0F: 2 clusters Score -478844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -475077.656250 Penalty: 2741.059326
	Iteration 0F: 3 clusters Score -475077.7 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -476218.781250 Penalty: 2741.059326
	Iteration 1F: 3 clusters Score -476218.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -476613.718750 Penalty: 2741.059326
	Iteration 2F: 3 clusters Score -476613.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -476971.906250 Penalty: 2741.059326
	Iteration 3F: 3 clusters Score -476971.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -477247.750000 Penalty: 2741.059326
	Iteration 4F: 3 clusters Score -477247.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -477466.500000 Penalty: 2741.059326
	Iteration 5F: 3 clusters Score -477466.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -477612.906250 Penalty: 2741.059326
	Iteration 6Q: 3 clusters Score -477612.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -477737.937500 Penalty: 2741.059326
	Iteration 7Q: 3 clusters Score -477737.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -477849.000000 Penalty: 2741.059326
	Iteration 8Q: 3 clusters Score -477849 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -477930.750000 Penalty: 2741.059326
	Iteration 9Q: 3 clusters Score -477930.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -478003.156250 Penalty: 2741.059326
	Iteration 10Q: 3 clusters Score -478003.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -478058.031250 Penalty: 2741.059326
	Iteration 11Q: 3 clusters Score -478058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -478103.375000 Penalty: 2741.059326
	Iteration 12Q: 3 clusters Score -478103.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -478141.750000 Penalty: 2741.059326
	Iteration 13Q: 3 clusters Score -478141.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -478173.656250 Penalty: 2741.059326
	Iteration 14Q: 3 clusters Score -478173.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -478190.250000 Penalty: 2741.059326
	Iteration 15Q: 3 clusters Score -478190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -478197.656250 Penalty: 2741.059326
	Iteration 16Q: 3 clusters Score -478197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -478201.437500 Penalty: 2741.059326
	Iteration 17Q: 3 clusters Score -478201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -478202.125000 Penalty: 2741.059326
	Iteration 18Q: 3 clusters Score -478202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -478202.531250 Penalty: 2741.059326
	Iteration 19Q: 3 clusters Score -478202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -478202.531250 Penalty: 2741.059326
	Iteration 20F: 3 clusters Score -478202.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (182715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182715 members 
Entering Unmasked Estep 
Score: -19756888.000000 Penalty: 1968.798462
	Iteration 0F: 2 clusters Score -1.975689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -19662506.000000 Penalty: 3937.596924
	Iteration 0F: 3 clusters Score -1.966251e+07 nChanged 88712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -19714608.000000 Penalty: 3937.596924
	Iteration 1F: 3 clusters Score -1.971461e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -19715554.000000 Penalty: 3937.596924
	Iteration 2Q: 3 clusters Score -1.971555e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -19716978.000000 Penalty: 3937.596924
	Iteration 3Q: 3 clusters Score -1.971698e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -19719638.000000 Penalty: 3937.596924
	Iteration 4Q: 3 clusters Score -1.971964e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 105753 members 
Entering Unmasked Estep 
Score: -19724466.000000 Penalty: 3937.596924
	Iteration 5F: 3 clusters Score -1.972447e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -19733062.000000 Penalty: 3937.596924
	Iteration 6F: 3 clusters Score -1.973306e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -19744352.000000 Penalty: 3937.596924
	Iteration 7F: 3 clusters Score -1.974435e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -19751712.000000 Penalty: 3937.596924
	Iteration 8F: 3 clusters Score -1.975171e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -19754266.000000 Penalty: 3937.596924
	Iteration 9Q: 3 clusters Score -1.975427e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -19755358.000000 Penalty: 3937.596924
	Iteration 10Q: 3 clusters Score -1.975536e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -19756106.000000 Penalty: 3937.596924
	Iteration 11Q: 3 clusters Score -1.975611e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -19756756.000000 Penalty: 3937.596924
	Iteration 12Q: 3 clusters Score -1.975676e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -19757312.000000 Penalty: 3937.596924
	Iteration 13Q: 3 clusters Score -1.975731e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -19757590.000000 Penalty: 3937.596924
	Iteration 14Q: 3 clusters Score -1.975759e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -19757944.000000 Penalty: 3937.596924
	Iteration 15Q: 3 clusters Score -1.975794e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -19758184.000000 Penalty: 3937.596924
	Iteration 16Q: 3 clusters Score -1.975818e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -19758810.000000 Penalty: 3937.596924
	Iteration 17Q: 3 clusters Score -1.975881e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112801 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -19760134.000000 Penalty: 3937.596924
	Iteration 18Q: 3 clusters Score -1.976013e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121046 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -19761902.000000 Penalty: 3937.596924
	Iteration 19Q: 3 clusters Score -1.97619e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130031 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -19764150.000000 Penalty: 3937.596924
	Iteration 20F: 3 clusters Score -1.976415e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139062 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -19766248.000000 Penalty: 3937.596924
	Iteration 21Q: 3 clusters Score -1.976625e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -19767188.000000 Penalty: 3937.596924
	Iteration 22Q: 3 clusters Score -1.976719e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153632 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -19767026.000000 Penalty: 3937.596924
	Iteration 23Q: 3 clusters Score -1.976703e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159107 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -19767284.000000 Penalty: 3937.596924
	Iteration 24Q: 3 clusters Score -1.976728e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -19767052.000000 Penalty: 3937.596924
	Iteration 25Q: 3 clusters Score -1.976705e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -19767056.000000 Penalty: 3937.596924
	Iteration 26Q: 3 clusters Score -1.976706e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -19765766.000000 Penalty: 3937.596924
	Iteration 27Q: 3 clusters Score -1.976577e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172712 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -19764482.000000 Penalty: 3937.596924
	Iteration 28Q: 3 clusters Score -1.976448e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -19763468.000000 Penalty: 3937.596924
	Iteration 29Q: 3 clusters Score -1.976347e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175671 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -19762222.000000 Penalty: 3937.596924
	Iteration 30Q: 3 clusters Score -1.976222e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -19761342.000000 Penalty: 3937.596924
	Iteration 31Q: 3 clusters Score -1.976134e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -19760520.000000 Penalty: 3937.596924
	Iteration 32Q: 3 clusters Score -1.976052e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177897 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -19759962.000000 Penalty: 3937.596924
	Iteration 33Q: 3 clusters Score -1.975996e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -19759686.000000 Penalty: 3937.596924
	Iteration 34Q: 3 clusters Score -1.975969e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -19759510.000000 Penalty: 3937.596924
	Iteration 35Q: 3 clusters Score -1.975951e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178733 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -19759310.000000 Penalty: 3937.596924
	Iteration 36Q: 3 clusters Score -1.975931e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178880 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -19759212.000000 Penalty: 3937.596924
	Iteration 37Q: 3 clusters Score -1.975921e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -19759028.000000 Penalty: 3937.596924
	Iteration 38Q: 3 clusters Score -1.975903e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179144 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -19758936.000000 Penalty: 3937.596924
	Iteration 39Q: 3 clusters Score -1.975894e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179234 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -19759358.000000 Penalty: 3937.596924
	Iteration 40F: 3 clusters Score -1.975936e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179914 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -19758394.000000 Penalty: 3937.596924
	Iteration 41Q: 3 clusters Score -1.975839e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180313 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19758084.000000 Penalty: 3937.596924
	Iteration 42Q: 3 clusters Score -1.975808e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180600 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19757678.000000 Penalty: 3937.596924
	Iteration 43Q: 3 clusters Score -1.975768e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -19757368.000000 Penalty: 3937.596924
	Iteration 44Q: 3 clusters Score -1.975737e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180972 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -19757188.000000 Penalty: 3937.596924
	Iteration 45Q: 3 clusters Score -1.975719e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181104 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19757058.000000 Penalty: 3937.596924
	Iteration 46Q: 3 clusters Score -1.975706e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181214 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19756978.000000 Penalty: 3937.596924
	Iteration 47Q: 3 clusters Score -1.975698e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181301 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19756942.000000 Penalty: 3937.596924
	Iteration 48Q: 3 clusters Score -1.975694e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181375 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19756846.000000 Penalty: 3937.596924
	Iteration 49Q: 3 clusters Score -1.975685e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181438 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -19756770.000000 Penalty: 3937.596924
	Iteration 50Q: 3 clusters Score -1.975677e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181477 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -19756716.000000 Penalty: 3937.596924
	Iteration 51Q: 3 clusters Score -1.975672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181519 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19756618.000000 Penalty: 3937.596924
	Iteration 52Q: 3 clusters Score -1.975662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181543 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19756586.000000 Penalty: 3937.596924
	Iteration 53Q: 3 clusters Score -1.975659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181567 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19756558.000000 Penalty: 3937.596924
	Iteration 54Q: 3 clusters Score -1.975656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181583 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19756532.000000 Penalty: 3937.596924
	Iteration 55Q: 3 clusters Score -1.975653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181601 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19756514.000000 Penalty: 3937.596924
	Iteration 56Q: 3 clusters Score -1.975651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181618 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19756500.000000 Penalty: 3937.596924
	Iteration 57Q: 3 clusters Score -1.97565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181624 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -19756496.000000 Penalty: 3937.596924
	Iteration 58Q: 3 clusters Score -1.97565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181635 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -19756516.000000 Penalty: 3937.596924
	Iteration 59Q: 3 clusters Score -1.975652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181643 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -19756470.000000 Penalty: 3937.596924
	Iteration 60F: 3 clusters Score -1.975647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181649 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19756476.000000 Penalty: 3937.596924
	Iteration 61Q: 3 clusters Score -1.975648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181652 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -19756472.000000 Penalty: 3937.596924
	Iteration 62Q: 3 clusters Score -1.975647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181658 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19756456.000000 Penalty: 3937.596924
	Iteration 63Q: 3 clusters Score -1.975646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181661 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19756478.000000 Penalty: 3937.596924
	Iteration 64Q: 3 clusters Score -1.975648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -19756464.000000 Penalty: 3937.596924
	Iteration 65Q: 3 clusters Score -1.975646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181664 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19756456.000000 Penalty: 3937.596924
	Iteration 66Q: 3 clusters Score -1.975646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181665 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19756460.000000 Penalty: 3937.596924
	Iteration 67Q: 3 clusters Score -1.975646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181666 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19756468.000000 Penalty: 3937.596924
	Iteration 68Q: 3 clusters Score -1.975647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181669 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19756452.000000 Penalty: 3937.596924
	Iteration 69Q: 3 clusters Score -1.975645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19756448.000000 Penalty: 3937.596924
	Iteration 70Q: 3 clusters Score -1.975645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19756448.000000 Penalty: 3937.596924
	Iteration 71F: 3 clusters Score -1.975645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (113889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113889 members 
Entering Unmasked Estep 
Score: -12185238.000000 Penalty: 1891.984131
	Iteration 0F: 2 clusters Score -1.218524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -12109888.000000 Penalty: 3783.968262
	Iteration 0F: 3 clusters Score -1.210989e+07 nChanged 54575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -12141852.000000 Penalty: 3783.968262
	Iteration 1F: 3 clusters Score -1.214185e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -12142799.000000 Penalty: 3783.968262
	Iteration 2Q: 3 clusters Score -1.21428e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -12143924.000000 Penalty: 3783.968262
	Iteration 3Q: 3 clusters Score -1.214392e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -12146030.000000 Penalty: 3783.968262
	Iteration 4Q: 3 clusters Score -1.214603e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -12150042.000000 Penalty: 3783.968262
	Iteration 5F: 3 clusters Score -1.215004e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -12156350.000000 Penalty: 3783.968262
	Iteration 6F: 3 clusters Score -1.215635e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -12165165.000000 Penalty: 3783.968262
	Iteration 7F: 3 clusters Score -1.216516e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -12174187.000000 Penalty: 3783.968262
	Iteration 8F: 3 clusters Score -1.217419e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -12180377.000000 Penalty: 3783.968262
	Iteration 9F: 3 clusters Score -1.218038e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -12183158.000000 Penalty: 3783.968262
	Iteration 10Q: 3 clusters Score -1.218316e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12184146.000000 Penalty: 3783.968262
	Iteration 11Q: 3 clusters Score -1.218415e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12184583.000000 Penalty: 3783.968262
	Iteration 12Q: 3 clusters Score -1.218458e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12184784.000000 Penalty: 3783.968262
	Iteration 13Q: 3 clusters Score -1.218478e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12184894.000000 Penalty: 3783.968262
	Iteration 14Q: 3 clusters Score -1.218489e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12184934.000000 Penalty: 3783.968262
	Iteration 15Q: 3 clusters Score -1.218493e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -12184955.000000 Penalty: 3783.968262
	Iteration 16Q: 3 clusters Score -1.218496e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12184985.000000 Penalty: 3783.968262
	Iteration 17Q: 3 clusters Score -1.218498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112772 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12185001.000000 Penalty: 3783.968262
	Iteration 18Q: 3 clusters Score -1.2185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112761 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12185000.000000 Penalty: 3783.968262
	Iteration 19Q: 3 clusters Score -1.2185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12185009.000000 Penalty: 3783.968262
	Iteration 20F: 3 clusters Score -1.218501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12185011.000000 Penalty: 3783.968262
	Iteration 21Q: 3 clusters Score -1.218501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12185009.000000 Penalty: 3783.968262
	Iteration 22Q: 3 clusters Score -1.218501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12185013.000000 Penalty: 3783.968262
	Iteration 23Q: 3 clusters Score -1.218501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12185016.000000 Penalty: 3783.968262
	Iteration 24Q: 3 clusters Score -1.218502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12185014.000000 Penalty: 3783.968262
	Iteration 25Q: 3 clusters Score -1.218501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12185016.000000 Penalty: 3783.968262
	Iteration 26Q: 3 clusters Score -1.218502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12185012.000000 Penalty: 3783.968262
	Iteration 27Q: 3 clusters Score -1.218501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12185017.000000 Penalty: 3783.968262
	Iteration 28Q: 3 clusters Score -1.218502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12185015.000000 Penalty: 3783.968262
	Iteration 29Q: 3 clusters Score -1.218502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12185016.000000 Penalty: 3783.968262
	Iteration 30Q: 3 clusters Score -1.218502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12185016.000000 Penalty: 3783.968262
	Iteration 31F: 3 clusters Score -1.218502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -71904.359375 Penalty: 1104.302246
	Iteration 0F: 2 clusters Score -71904.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70674.585938 Penalty: 2208.604492
	Iteration 0F: 3 clusters Score -70674.59 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71273.109375 Penalty: 2208.604492
	Iteration 1F: 3 clusters Score -71273.11 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71716.757812 Penalty: 2208.604492
	Iteration 2F: 3 clusters Score -71716.76 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72084.859375 Penalty: 2208.604492
	Iteration 3F: 3 clusters Score -72084.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72287.015625 Penalty: 2208.604492
	Iteration 4F: 3 clusters Score -72287.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72423.062500 Penalty: 2208.604492
	Iteration 5F: 3 clusters Score -72423.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72464.593750 Penalty: 2208.604492
	Iteration 6Q: 3 clusters Score -72464.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72473.531250 Penalty: 2208.604492
	Iteration 7Q: 3 clusters Score -72473.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72488.601562 Penalty: 2208.604492
	Iteration 8Q: 3 clusters Score -72488.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72504.750000 Penalty: 2208.604492
	Iteration 9Q: 3 clusters Score -72504.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72516.148438 Penalty: 2208.604492
	Iteration 10Q: 3 clusters Score -72516.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72518.210938 Penalty: 2208.604492
	Iteration 11Q: 3 clusters Score -72518.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72518.210938 Penalty: 2208.604492
	Iteration 12F: 3 clusters Score -72518.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 6258 members 
Mstep: Class 26 contains 187843 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 124411 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 354 members 
Entering Unmasked Estep 
Score: -100991712.000000 Penalty: 73941.984375
Splitting cluster 21 changes total score from -100988584.000000 to -100991712.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (9117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Entering Unmasked Estep 
Score: -961393.125000 Penalty: 1481.658081
	Iteration 0F: 2 clusters Score -961393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -954749.375000 Penalty: 2963.316162
	Iteration 0F: 3 clusters Score -954749.4 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -956838.250000 Penalty: 2963.316162
	Iteration 1F: 3 clusters Score -956838.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -957067.437500 Penalty: 2963.316162
	Iteration 2F: 3 clusters Score -957067.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -957252.375000 Penalty: 2963.316162
	Iteration 3Q: 3 clusters Score -957252.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -957401.500000 Penalty: 2963.316162
	Iteration 4Q: 3 clusters Score -957401.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -957550.375000 Penalty: 2963.316162
	Iteration 5Q: 3 clusters Score -957550.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -957696.687500 Penalty: 2963.316162
	Iteration 6Q: 3 clusters Score -957696.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -957840.250000 Penalty: 2963.316162
	Iteration 7Q: 3 clusters Score -957840.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -957940.250000 Penalty: 2963.316162
	Iteration 8Q: 3 clusters Score -957940.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -958044.062500 Penalty: 2963.316162
	Iteration 9Q: 3 clusters Score -958044.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -958162.875000 Penalty: 2963.316162
	Iteration 10Q: 3 clusters Score -958162.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -958273.750000 Penalty: 2963.316162
	Iteration 11Q: 3 clusters Score -958273.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -958392.500000 Penalty: 2963.316162
	Iteration 12Q: 3 clusters Score -958392.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -958507.875000 Penalty: 2963.316162
	Iteration 13Q: 3 clusters Score -958507.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -958625.500000 Penalty: 2963.316162
	Iteration 14Q: 3 clusters Score -958625.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -958752.375000 Penalty: 2963.316162
	Iteration 15Q: 3 clusters Score -958752.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -958844.437500 Penalty: 2963.316162
	Iteration 16Q: 3 clusters Score -958844.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -958924.187500 Penalty: 2963.316162
	Iteration 17Q: 3 clusters Score -958924.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -958987.125000 Penalty: 2963.316162
	Iteration 18Q: 3 clusters Score -958987.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -959042.625000 Penalty: 2963.316162
	Iteration 19Q: 3 clusters Score -959042.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -959088.500000 Penalty: 2963.316162
	Iteration 20F: 3 clusters Score -959088.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -959127.625000 Penalty: 2963.316162
	Iteration 21Q: 3 clusters Score -959127.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -959160.375000 Penalty: 2963.316162
	Iteration 22Q: 3 clusters Score -959160.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -959192.562500 Penalty: 2963.316162
	Iteration 23Q: 3 clusters Score -959192.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -959223.625000 Penalty: 2963.316162
	Iteration 24Q: 3 clusters Score -959223.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -959251.312500 Penalty: 2963.316162
	Iteration 25Q: 3 clusters Score -959251.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -959287.312500 Penalty: 2963.316162
	Iteration 26Q: 3 clusters Score -959287.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -959326.562500 Penalty: 2963.316162
	Iteration 27Q: 3 clusters Score -959326.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -959370.687500 Penalty: 2963.316162
	Iteration 28Q: 3 clusters Score -959370.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -959402.875000 Penalty: 2963.316162
	Iteration 29Q: 3 clusters Score -959402.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -959434.125000 Penalty: 2963.316162
	Iteration 30Q: 3 clusters Score -959434.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -959461.250000 Penalty: 2963.316162
	Iteration 31Q: 3 clusters Score -959461.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -959482.562500 Penalty: 2963.316162
	Iteration 32Q: 3 clusters Score -959482.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -959514.375000 Penalty: 2963.316162
	Iteration 33Q: 3 clusters Score -959514.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -959537.750000 Penalty: 2963.316162
	Iteration 34Q: 3 clusters Score -959537.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -959566.250000 Penalty: 2963.316162
	Iteration 35Q: 3 clusters Score -959566.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -959595.125000 Penalty: 2963.316162
	Iteration 36Q: 3 clusters Score -959595.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -959614.250000 Penalty: 2963.316162
	Iteration 37Q: 3 clusters Score -959614.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -959634.000000 Penalty: 2963.316162
	Iteration 38Q: 3 clusters Score -959634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -959650.625000 Penalty: 2963.316162
	Iteration 39Q: 3 clusters Score -959650.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -959667.500000 Penalty: 2963.316162
	Iteration 40F: 3 clusters Score -959667.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -959679.437500 Penalty: 2963.316162
	Iteration 41Q: 3 clusters Score -959679.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -959693.875000 Penalty: 2963.316162
	Iteration 42Q: 3 clusters Score -959693.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -959705.625000 Penalty: 2963.316162
	Iteration 43Q: 3 clusters Score -959705.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -959711.187500 Penalty: 2963.316162
	Iteration 44Q: 3 clusters Score -959711.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -959721.750000 Penalty: 2963.316162
	Iteration 45Q: 3 clusters Score -959721.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -959734.562500 Penalty: 2963.316162
	Iteration 46Q: 3 clusters Score -959734.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -959746.125000 Penalty: 2963.316162
	Iteration 47Q: 3 clusters Score -959746.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -959757.437500 Penalty: 2963.316162
	Iteration 48Q: 3 clusters Score -959757.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -959766.187500 Penalty: 2963.316162
	Iteration 49Q: 3 clusters Score -959766.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -959781.625000 Penalty: 2963.316162
	Iteration 50Q: 3 clusters Score -959781.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -959794.687500 Penalty: 2963.316162
	Iteration 51Q: 3 clusters Score -959794.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -959807.875000 Penalty: 2963.316162
	Iteration 52Q: 3 clusters Score -959807.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -959822.500000 Penalty: 2963.316162
	Iteration 53Q: 3 clusters Score -959822.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -959832.750000 Penalty: 2963.316162
	Iteration 54Q: 3 clusters Score -959832.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -959846.500000 Penalty: 2963.316162
	Iteration 55Q: 3 clusters Score -959846.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -959861.125000 Penalty: 2963.316162
	Iteration 56Q: 3 clusters Score -959861.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -959871.437500 Penalty: 2963.316162
	Iteration 57Q: 3 clusters Score -959871.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -959881.000000 Penalty: 2963.316162
	Iteration 58Q: 3 clusters Score -959881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -959884.812500 Penalty: 2963.316162
	Iteration 59Q: 3 clusters Score -959884.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -959895.937500 Penalty: 2963.316162
	Iteration 60F: 3 clusters Score -959895.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -959906.437500 Penalty: 2963.316162
	Iteration 61Q: 3 clusters Score -959906.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -959918.062500 Penalty: 2963.316162
	Iteration 62Q: 3 clusters Score -959918.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -959923.375000 Penalty: 2963.316162
	Iteration 63Q: 3 clusters Score -959923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -959928.312500 Penalty: 2963.316162
	Iteration 64Q: 3 clusters Score -959928.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -959929.000000 Penalty: 2963.316162
	Iteration 65Q: 3 clusters Score -959929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -959934.937500 Penalty: 2963.316162
	Iteration 66Q: 3 clusters Score -959934.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -959936.437500 Penalty: 2963.316162
	Iteration 67Q: 3 clusters Score -959936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -959938.937500 Penalty: 2963.316162
	Iteration 68Q: 3 clusters Score -959938.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -959940.437500 Penalty: 2963.316162
	Iteration 69Q: 3 clusters Score -959940.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -959945.562500 Penalty: 2963.316162
	Iteration 70Q: 3 clusters Score -959945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -959948.562500 Penalty: 2963.316162
	Iteration 71Q: 3 clusters Score -959948.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -959952.937500 Penalty: 2963.316162
	Iteration 72Q: 3 clusters Score -959952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -959957.812500 Penalty: 2963.316162
	Iteration 73Q: 3 clusters Score -959957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -959958.687500 Penalty: 2963.316162
	Iteration 74Q: 3 clusters Score -959958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -959962.437500 Penalty: 2963.316162
	Iteration 75Q: 3 clusters Score -959962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -959963.375000 Penalty: 2963.316162
	Iteration 76Q: 3 clusters Score -959963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -959966.500000 Penalty: 2963.316162
	Iteration 77Q: 3 clusters Score -959966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -959966.687500 Penalty: 2963.316162
	Iteration 78Q: 3 clusters Score -959966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -959970.062500 Penalty: 2963.316162
	Iteration 79Q: 3 clusters Score -959970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -959969.187500 Penalty: 2963.316162
	Iteration 80F: 3 clusters Score -959969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -959971.500000 Penalty: 2963.316162
	Iteration 81Q: 3 clusters Score -959971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -959971.875000 Penalty: 2963.316162
	Iteration 82Q: 3 clusters Score -959971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -959974.562500 Penalty: 2963.316162
	Iteration 83Q: 3 clusters Score -959974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -959972.750000 Penalty: 2963.316162
	Iteration 84Q: 3 clusters Score -959972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -959974.187500 Penalty: 2963.316162
	Iteration 85Q: 3 clusters Score -959974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -959973.812500 Penalty: 2963.316162
	Iteration 86Q: 3 clusters Score -959973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -959973.312500 Penalty: 2963.316162
	Iteration 87Q: 3 clusters Score -959973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -959974.875000 Penalty: 2963.316162
	Iteration 88Q: 3 clusters Score -959974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -959974.875000 Penalty: 2963.316162
	Iteration 89F: 3 clusters Score -959974.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Entering Unmasked Estep 
Score: -1021095.500000 Penalty: 1485.166870
	Iteration 0F: 2 clusters Score -1021096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1014387.562500 Penalty: 2970.333740
	Iteration 0F: 3 clusters Score -1014388 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1016494.437500 Penalty: 2970.333740
	Iteration 1F: 3 clusters Score -1016494 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1016748.375000 Penalty: 2970.333740
	Iteration 2F: 3 clusters Score -1016748 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1016932.875000 Penalty: 2970.333740
	Iteration 3Q: 3 clusters Score -1016933 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1017099.875000 Penalty: 2970.333740
	Iteration 4Q: 3 clusters Score -1017100 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1017245.250000 Penalty: 2970.333740
	Iteration 5Q: 3 clusters Score -1017245 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1017383.000000 Penalty: 2970.333740
	Iteration 6Q: 3 clusters Score -1017383 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1017529.437500 Penalty: 2970.333740
	Iteration 7Q: 3 clusters Score -1017529 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1017687.312500 Penalty: 2970.333740
	Iteration 8Q: 3 clusters Score -1017687 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1017853.437500 Penalty: 2970.333740
	Iteration 9Q: 3 clusters Score -1017853 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1018028.625000 Penalty: 2970.333740
	Iteration 10Q: 3 clusters Score -1018029 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1018213.500000 Penalty: 2970.333740
	Iteration 11Q: 3 clusters Score -1018214 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1018388.312500 Penalty: 2970.333740
	Iteration 12Q: 3 clusters Score -1018388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1018604.000000 Penalty: 2970.333740
	Iteration 13Q: 3 clusters Score -1018604 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1018804.625000 Penalty: 2970.333740
	Iteration 14Q: 3 clusters Score -1018805 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1018949.062500 Penalty: 2970.333740
	Iteration 15Q: 3 clusters Score -1018949 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1019078.062500 Penalty: 2970.333740
	Iteration 16Q: 3 clusters Score -1019078 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1019204.500000 Penalty: 2970.333740
	Iteration 17Q: 3 clusters Score -1019204 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1019302.562500 Penalty: 2970.333740
	Iteration 18Q: 3 clusters Score -1019303 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1019379.437500 Penalty: 2970.333740
	Iteration 19Q: 3 clusters Score -1019379 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1019448.687500 Penalty: 2970.333740
	Iteration 20F: 3 clusters Score -1019449 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1019511.750000 Penalty: 2970.333740
	Iteration 21Q: 3 clusters Score -1019512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1019572.625000 Penalty: 2970.333740
	Iteration 22Q: 3 clusters Score -1019573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1019632.500000 Penalty: 2970.333740
	Iteration 23Q: 3 clusters Score -1019632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1019673.250000 Penalty: 2970.333740
	Iteration 24Q: 3 clusters Score -1019673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1019709.937500 Penalty: 2970.333740
	Iteration 25Q: 3 clusters Score -1019710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1019730.812500 Penalty: 2970.333740
	Iteration 26Q: 3 clusters Score -1019731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1019746.312500 Penalty: 2970.333740
	Iteration 27Q: 3 clusters Score -1019746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1019762.000000 Penalty: 2970.333740
	Iteration 28Q: 3 clusters Score -1019762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1019773.437500 Penalty: 2970.333740
	Iteration 29Q: 3 clusters Score -1019773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1019781.687500 Penalty: 2970.333740
	Iteration 30Q: 3 clusters Score -1019782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1019789.812500 Penalty: 2970.333740
	Iteration 31Q: 3 clusters Score -1019790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1019794.812500 Penalty: 2970.333740
	Iteration 32Q: 3 clusters Score -1019795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1019805.562500 Penalty: 2970.333740
	Iteration 33Q: 3 clusters Score -1019806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1019812.312500 Penalty: 2970.333740
	Iteration 34Q: 3 clusters Score -1019812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1019812.375000 Penalty: 2970.333740
	Iteration 35Q: 3 clusters Score -1019812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1019813.750000 Penalty: 2970.333740
	Iteration 36Q: 3 clusters Score -1019814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1019814.312500 Penalty: 2970.333740
	Iteration 37Q: 3 clusters Score -1019814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1019814.312500 Penalty: 2970.333740
	Iteration 38F: 3 clusters Score -1019814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Entering Unmasked Estep 
Score: -1043055.687500 Penalty: 1507.614136
	Iteration 0F: 2 clusters Score -1043056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1035521.062500 Penalty: 3015.228271
	Iteration 0F: 3 clusters Score -1035521 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1038282.937500 Penalty: 3015.228271
	Iteration 1F: 3 clusters Score -1038283 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1039040.750000 Penalty: 3015.228271
	Iteration 2F: 3 clusters Score -1039041 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1039830.375000 Penalty: 3015.228271
	Iteration 3F: 3 clusters Score -1039830 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1040497.187500 Penalty: 3015.228271
	Iteration 4F: 3 clusters Score -1040497 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1040945.937500 Penalty: 3015.228271
	Iteration 5F: 3 clusters Score -1040946 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1041256.687500 Penalty: 3015.228271
	Iteration 6F: 3 clusters Score -1041257 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1041487.875000 Penalty: 3015.228271
	Iteration 7Q: 3 clusters Score -1041488 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1041661.562500 Penalty: 3015.228271
	Iteration 8Q: 3 clusters Score -1041662 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1041810.687500 Penalty: 3015.228271
	Iteration 9Q: 3 clusters Score -1041811 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1041971.750000 Penalty: 3015.228271
	Iteration 10Q: 3 clusters Score -1041972 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1042135.562500 Penalty: 3015.228271
	Iteration 11Q: 3 clusters Score -1042136 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1042303.875000 Penalty: 3015.228271
	Iteration 12Q: 3 clusters Score -1042304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1042433.125000 Penalty: 3015.228271
	Iteration 13Q: 3 clusters Score -1042433 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1042545.937500 Penalty: 3015.228271
	Iteration 14Q: 3 clusters Score -1042546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1042608.875000 Penalty: 3015.228271
	Iteration 15Q: 3 clusters Score -1042609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1042638.125000 Penalty: 3015.228271
	Iteration 16Q: 3 clusters Score -1042638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1042654.500000 Penalty: 3015.228271
	Iteration 17Q: 3 clusters Score -1042654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1042672.187500 Penalty: 3015.228271
	Iteration 18Q: 3 clusters Score -1042672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1042681.125000 Penalty: 3015.228271
	Iteration 19Q: 3 clusters Score -1042681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1042688.750000 Penalty: 3015.228271
	Iteration 20F: 3 clusters Score -1042689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1042695.375000 Penalty: 3015.228271
	Iteration 21Q: 3 clusters Score -1042695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1042700.125000 Penalty: 3015.228271
	Iteration 22Q: 3 clusters Score -1042700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1042704.500000 Penalty: 3015.228271
	Iteration 23Q: 3 clusters Score -1042704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1042706.812500 Penalty: 3015.228271
	Iteration 24Q: 3 clusters Score -1042707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1042709.937500 Penalty: 3015.228271
	Iteration 25Q: 3 clusters Score -1042710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1042713.562500 Penalty: 3015.228271
	Iteration 26Q: 3 clusters Score -1042714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1042713.625000 Penalty: 3015.228271
	Iteration 27Q: 3 clusters Score -1042714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1042718.625000 Penalty: 3015.228271
	Iteration 28Q: 3 clusters Score -1042719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1042719.687500 Penalty: 3015.228271
	Iteration 29Q: 3 clusters Score -1042720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1042721.687500 Penalty: 3015.228271
	Iteration 30Q: 3 clusters Score -1042722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1042722.437500 Penalty: 3015.228271
	Iteration 31Q: 3 clusters Score -1042722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1042724.937500 Penalty: 3015.228271
	Iteration 32Q: 3 clusters Score -1042725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1042726.687500 Penalty: 3015.228271
	Iteration 33Q: 3 clusters Score -1042727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1042725.875000 Penalty: 3015.228271
	Iteration 34Q: 3 clusters Score -1042726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1042727.562500 Penalty: 3015.228271
	Iteration 35Q: 3 clusters Score -1042728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1042727.937500 Penalty: 3015.228271
	Iteration 36Q: 3 clusters Score -1042728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1042727.937500 Penalty: 3015.228271
	Iteration 37F: 3 clusters Score -1042728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -641420.875000 Penalty: 1420.512695
	Iteration 0F: 2 clusters Score -641420.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -636682.812500 Penalty: 2841.025391
	Iteration 0F: 3 clusters Score -636682.8 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -638096.000000 Penalty: 2841.025391
	Iteration 1F: 3 clusters Score -638096 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -638408.625000 Penalty: 2841.025391
	Iteration 2F: 3 clusters Score -638408.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -638731.562500 Penalty: 2841.025391
	Iteration 3F: 3 clusters Score -638731.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -639108.625000 Penalty: 2841.025391
	Iteration 4F: 3 clusters Score -639108.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -639622.625000 Penalty: 2841.025391
	Iteration 5F: 3 clusters Score -639622.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -640264.187500 Penalty: 2841.025391
	Iteration 6F: 3 clusters Score -640264.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -640792.000000 Penalty: 2841.025391
	Iteration 7F: 3 clusters Score -640792 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -641132.125000 Penalty: 2841.025391
	Iteration 8F: 3 clusters Score -641132.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -641376.250000 Penalty: 2841.025391
	Iteration 9Q: 3 clusters Score -641376.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -641524.937500 Penalty: 2841.025391
	Iteration 10Q: 3 clusters Score -641524.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -641568.812500 Penalty: 2841.025391
	Iteration 11Q: 3 clusters Score -641568.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -641586.000000 Penalty: 2841.025391
	Iteration 12Q: 3 clusters Score -641586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -641592.000000 Penalty: 2841.025391
	Iteration 13Q: 3 clusters Score -641592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -641596.750000 Penalty: 2841.025391
	Iteration 14Q: 3 clusters Score -641596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -641597.375000 Penalty: 2841.025391
	Iteration 15Q: 3 clusters Score -641597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -641597.250000 Penalty: 2841.025391
	Iteration 16Q: 3 clusters Score -641597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -641597.812500 Penalty: 2841.025391
	Iteration 17Q: 3 clusters Score -641597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -641596.750000 Penalty: 2841.025391
	Iteration 18Q: 3 clusters Score -641596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -641597.687500 Penalty: 2841.025391
	Iteration 19Q: 3 clusters Score -641597.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -641597.562500 Penalty: 2841.025391
	Iteration 20F: 3 clusters Score -641597.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 187843 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 124411 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 1779 members 
Entering Unmasked Estep 
Score: -100991064.000000 Penalty: 76182.656250
Splitting cluster 25 changes total score from -100988584.000000 to -100991064.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 26 (187843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187843 members 
Entering Unmasked Estep 
Score: -19856968.000000 Penalty: 1973.296387
	Iteration 0F: 2 clusters Score -1.985697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -19734096.000000 Penalty: 3946.592773
	Iteration 0F: 3 clusters Score -1.97341e+07 nChanged 90997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -19789198.000000 Penalty: 3946.592773
	Iteration 1F: 3 clusters Score -1.97892e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -19791082.000000 Penalty: 3946.592773
	Iteration 2Q: 3 clusters Score -1.979108e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -19793724.000000 Penalty: 3946.592773
	Iteration 3Q: 3 clusters Score -1.979372e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -19798044.000000 Penalty: 3946.592773
	Iteration 4Q: 3 clusters Score -1.979804e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -19804592.000000 Penalty: 3946.592773
	Iteration 5F: 3 clusters Score -1.980459e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -19814088.000000 Penalty: 3946.592773
	Iteration 6F: 3 clusters Score -1.981409e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -19823794.000000 Penalty: 3946.592773
	Iteration 7F: 3 clusters Score -1.982379e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -19830240.000000 Penalty: 3946.592773
	Iteration 8F: 3 clusters Score -1.983024e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -19833108.000000 Penalty: 3946.592773
	Iteration 9Q: 3 clusters Score -1.983311e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -19834040.000000 Penalty: 3946.592773
	Iteration 10Q: 3 clusters Score -1.983404e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -19834536.000000 Penalty: 3946.592773
	Iteration 11Q: 3 clusters Score -1.983454e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -19834946.000000 Penalty: 3946.592773
	Iteration 12Q: 3 clusters Score -1.983495e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -19835112.000000 Penalty: 3946.592773
	Iteration 13Q: 3 clusters Score -1.983511e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -19835420.000000 Penalty: 3946.592773
	Iteration 14Q: 3 clusters Score -1.983542e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -19835738.000000 Penalty: 3946.592773
	Iteration 15Q: 3 clusters Score -1.983574e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -19835956.000000 Penalty: 3946.592773
	Iteration 16Q: 3 clusters Score -1.983596e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -19836226.000000 Penalty: 3946.592773
	Iteration 17Q: 3 clusters Score -1.983623e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -19836584.000000 Penalty: 3946.592773
	Iteration 18Q: 3 clusters Score -1.983658e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 109893 members 
Entering Unmasked Estep 
Score: -19836948.000000 Penalty: 3946.592773
	Iteration 19Q: 3 clusters Score -1.983695e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -19837296.000000 Penalty: 3946.592773
	Iteration 20F: 3 clusters Score -1.98373e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -19837696.000000 Penalty: 3946.592773
	Iteration 21Q: 3 clusters Score -1.98377e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 115811 members 
Entering Unmasked Estep 
Score: -19838136.000000 Penalty: 3946.592773
	Iteration 22Q: 3 clusters Score -1.983814e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 117952 members 
Entering Unmasked Estep 
Score: -19838494.000000 Penalty: 3946.592773
	Iteration 23Q: 3 clusters Score -1.983849e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 120212 members 
Entering Unmasked Estep 
Score: -19839060.000000 Penalty: 3946.592773
	Iteration 24Q: 3 clusters Score -1.983906e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 122564 members 
Entering Unmasked Estep 
Score: -19839716.000000 Penalty: 3946.592773
	Iteration 25Q: 3 clusters Score -1.983972e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -19840452.000000 Penalty: 3946.592773
	Iteration 26Q: 3 clusters Score -1.984045e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 127841 members 
Entering Unmasked Estep 
Score: -19841322.000000 Penalty: 3946.592773
	Iteration 27Q: 3 clusters Score -1.984132e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 130751 members 
Entering Unmasked Estep 
Score: -19842378.000000 Penalty: 3946.592773
	Iteration 28Q: 3 clusters Score -1.984238e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -19843170.000000 Penalty: 3946.592773
	Iteration 29Q: 3 clusters Score -1.984317e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 136790 members 
Entering Unmasked Estep 
Score: -19844302.000000 Penalty: 3946.592773
	Iteration 30Q: 3 clusters Score -1.98443e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 139904 members 
Entering Unmasked Estep 
Score: -19845574.000000 Penalty: 3946.592773
	Iteration 31Q: 3 clusters Score -1.984557e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 143103 members 
Entering Unmasked Estep 
Score: -19846826.000000 Penalty: 3946.592773
	Iteration 32Q: 3 clusters Score -1.984683e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -19848170.000000 Penalty: 3946.592773
	Iteration 33Q: 3 clusters Score -1.984817e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -19849402.000000 Penalty: 3946.592773
	Iteration 34Q: 3 clusters Score -1.98494e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -19850596.000000 Penalty: 3946.592773
	Iteration 35Q: 3 clusters Score -1.98506e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 154731 members 
Entering Unmasked Estep 
Score: -19851732.000000 Penalty: 3946.592773
	Iteration 36Q: 3 clusters Score -1.985173e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -19852826.000000 Penalty: 3946.592773
	Iteration 37Q: 3 clusters Score -1.985283e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 159786 members 
Entering Unmasked Estep 
Score: -19853790.000000 Penalty: 3946.592773
	Iteration 38Q: 3 clusters Score -1.985379e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -19854698.000000 Penalty: 3946.592773
	Iteration 39Q: 3 clusters Score -1.98547e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -19855500.000000 Penalty: 3946.592773
	Iteration 40F: 3 clusters Score -1.98555e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 166049 members 
Entering Unmasked Estep 
Score: -19856398.000000 Penalty: 3946.592773
	Iteration 41Q: 3 clusters Score -1.98564e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 167876 members 
Entering Unmasked Estep 
Score: -19857194.000000 Penalty: 3946.592773
	Iteration 42Q: 3 clusters Score -1.985719e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -19857854.000000 Penalty: 3946.592773
	Iteration 43Q: 3 clusters Score -1.985785e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -19858670.000000 Penalty: 3946.592773
	Iteration 44Q: 3 clusters Score -1.985867e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -19859376.000000 Penalty: 3946.592773
	Iteration 45Q: 3 clusters Score -1.985938e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -19859844.000000 Penalty: 3946.592773
	Iteration 46Q: 3 clusters Score -1.985984e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 175001 members 
Entering Unmasked Estep 
Score: -19860234.000000 Penalty: 3946.592773
	Iteration 47Q: 3 clusters Score -1.986023e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -19860570.000000 Penalty: 3946.592773
	Iteration 48Q: 3 clusters Score -1.986057e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 176812 members 
Entering Unmasked Estep 
Score: -19860818.000000 Penalty: 3946.592773
	Iteration 49Q: 3 clusters Score -1.986082e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -19861064.000000 Penalty: 3946.592773
	Iteration 50Q: 3 clusters Score -1.986106e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 178181 members 
Entering Unmasked Estep 
Score: -19861338.000000 Penalty: 3946.592773
	Iteration 51Q: 3 clusters Score -1.986134e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 178710 members 
Entering Unmasked Estep 
Score: -19861542.000000 Penalty: 3946.592773
	Iteration 52Q: 3 clusters Score -1.986154e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 179095 members 
Entering Unmasked Estep 
Score: -19861782.000000 Penalty: 3946.592773
	Iteration 53Q: 3 clusters Score -1.986178e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 179432 members 
Entering Unmasked Estep 
Score: -19862082.000000 Penalty: 3946.592773
	Iteration 54Q: 3 clusters Score -1.986208e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 179711 members 
Entering Unmasked Estep 
Score: -19862290.000000 Penalty: 3946.592773
	Iteration 55Q: 3 clusters Score -1.986229e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -19862410.000000 Penalty: 3946.592773
	Iteration 56Q: 3 clusters Score -1.986241e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 180042 members 
Entering Unmasked Estep 
Score: -19862440.000000 Penalty: 3946.592773
	Iteration 57Q: 3 clusters Score -1.986244e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -19862512.000000 Penalty: 3946.592773
	Iteration 58Q: 3 clusters Score -1.986251e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 180175 members 
Entering Unmasked Estep 
Score: -19862520.000000 Penalty: 3946.592773
	Iteration 59Q: 3 clusters Score -1.986252e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 180222 members 
Entering Unmasked Estep 
Score: -19862550.000000 Penalty: 3946.592773
	Iteration 60F: 3 clusters Score -1.986255e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 180263 members 
Entering Unmasked Estep 
Score: -19862504.000000 Penalty: 3946.592773
	Iteration 61Q: 3 clusters Score -1.98625e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 180298 members 
Entering Unmasked Estep 
Score: -19862524.000000 Penalty: 3946.592773
	Iteration 62Q: 3 clusters Score -1.986252e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 180325 members 
Entering Unmasked Estep 
Score: -19862504.000000 Penalty: 3946.592773
	Iteration 63Q: 3 clusters Score -1.98625e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 180351 members 
Entering Unmasked Estep 
Score: -19862526.000000 Penalty: 3946.592773
	Iteration 64Q: 3 clusters Score -1.986253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 180362 members 
Entering Unmasked Estep 
Score: -19862508.000000 Penalty: 3946.592773
	Iteration 65Q: 3 clusters Score -1.986251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 180379 members 
Entering Unmasked Estep 
Score: -19862518.000000 Penalty: 3946.592773
	Iteration 66Q: 3 clusters Score -1.986252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 180396 members 
Entering Unmasked Estep 
Score: -19862528.000000 Penalty: 3946.592773
	Iteration 67Q: 3 clusters Score -1.986253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -19862528.000000 Penalty: 3946.592773
	Iteration 68Q: 3 clusters Score -1.986253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 180408 members 
Entering Unmasked Estep 
Score: -19862522.000000 Penalty: 3946.592773
	Iteration 69Q: 3 clusters Score -1.986252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -19862524.000000 Penalty: 3946.592773
	Iteration 70Q: 3 clusters Score -1.986252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 180419 members 
Entering Unmasked Estep 
Score: -19862522.000000 Penalty: 3946.592773
	Iteration 71Q: 3 clusters Score -1.986252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 180429 members 
Entering Unmasked Estep 
Score: -19862540.000000 Penalty: 3946.592773
	Iteration 72Q: 3 clusters Score -1.986254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 180436 members 
Entering Unmasked Estep 
Score: -19862524.000000 Penalty: 3946.592773
	Iteration 73Q: 3 clusters Score -1.986252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 180438 members 
Entering Unmasked Estep 
Score: -19862522.000000 Penalty: 3946.592773
	Iteration 74Q: 3 clusters Score -1.986252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -19862534.000000 Penalty: 3946.592773
	Iteration 75Q: 3 clusters Score -1.986253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 180436 members 
Entering Unmasked Estep 
Score: -19862536.000000 Penalty: 3946.592773
	Iteration 76Q: 3 clusters Score -1.986254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 180433 members 
Entering Unmasked Estep 
Score: -19862530.000000 Penalty: 3946.592773
	Iteration 77Q: 3 clusters Score -1.986253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 180433 members 
Entering Unmasked Estep 
Score: -19862530.000000 Penalty: 3946.592773
	Iteration 78F: 3 clusters Score -1.986253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 7410 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 124411 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 180433 members 
Entering Unmasked Estep 
Score: -100995720.000000 Penalty: 78423.320312
Splitting cluster 26 changes total score from -100988584.000000 to -100995720.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 27 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -141682.140625 Penalty: 1186.436523
	Iteration 0F: 2 clusters Score -141682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -139947.234375 Penalty: 2372.873047
	Iteration 0F: 3 clusters Score -139947.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -140271.453125 Penalty: 2372.873047
	Iteration 1F: 3 clusters Score -140271.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -140392.734375 Penalty: 2372.873047
	Iteration 2F: 3 clusters Score -140392.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140447.062500 Penalty: 2372.873047
	Iteration 3Q: 3 clusters Score -140447.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -140476.046875 Penalty: 2372.873047
	Iteration 4Q: 3 clusters Score -140476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -140502.984375 Penalty: 2372.873047
	Iteration 5Q: 3 clusters Score -140503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -140533.484375 Penalty: 2372.873047
	Iteration 6Q: 3 clusters Score -140533.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140560.000000 Penalty: 2372.873047
	Iteration 7Q: 3 clusters Score -140560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -140587.875000 Penalty: 2372.873047
	Iteration 8Q: 3 clusters Score -140587.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -140613.093750 Penalty: 2372.873047
	Iteration 9Q: 3 clusters Score -140613.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140625.718750 Penalty: 2372.873047
	Iteration 10Q: 3 clusters Score -140625.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140639.500000 Penalty: 2372.873047
	Iteration 11Q: 3 clusters Score -140639.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -140647.343750 Penalty: 2372.873047
	Iteration 12Q: 3 clusters Score -140647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140656.312500 Penalty: 2372.873047
	Iteration 13Q: 3 clusters Score -140656.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -140666.312500 Penalty: 2372.873047
	Iteration 14Q: 3 clusters Score -140666.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140673.843750 Penalty: 2372.873047
	Iteration 15Q: 3 clusters Score -140673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140681.046875 Penalty: 2372.873047
	Iteration 16Q: 3 clusters Score -140681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -140686.500000 Penalty: 2372.873047
	Iteration 17Q: 3 clusters Score -140686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -140690.906250 Penalty: 2372.873047
	Iteration 18Q: 3 clusters Score -140690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140694.843750 Penalty: 2372.873047
	Iteration 19Q: 3 clusters Score -140694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -140696.765625 Penalty: 2372.873047
	Iteration 20F: 3 clusters Score -140696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140700.203125 Penalty: 2372.873047
	Iteration 21Q: 3 clusters Score -140700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -140701.671875 Penalty: 2372.873047
	Iteration 22Q: 3 clusters Score -140701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -140705.171875 Penalty: 2372.873047
	Iteration 23Q: 3 clusters Score -140705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140706.328125 Penalty: 2372.873047
	Iteration 24Q: 3 clusters Score -140706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -140708.250000 Penalty: 2372.873047
	Iteration 25Q: 3 clusters Score -140708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -140712.718750 Penalty: 2372.873047
	Iteration 26Q: 3 clusters Score -140712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -140714.343750 Penalty: 2372.873047
	Iteration 27Q: 3 clusters Score -140714.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140716.437500 Penalty: 2372.873047
	Iteration 28Q: 3 clusters Score -140716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -140717.093750 Penalty: 2372.873047
	Iteration 29Q: 3 clusters Score -140717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140717.453125 Penalty: 2372.873047
	Iteration 30Q: 3 clusters Score -140717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -140717.968750 Penalty: 2372.873047
	Iteration 31Q: 3 clusters Score -140718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -140718.843750 Penalty: 2372.873047
	Iteration 32Q: 3 clusters Score -140718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -140719.515625 Penalty: 2372.873047
	Iteration 33Q: 3 clusters Score -140719.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -140719.515625 Penalty: 2372.873047
	Iteration 34F: 3 clusters Score -140719.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Entering Unmasked Estep 
Score: -6033890.000000 Penalty: 1783.482544
	Iteration 0F: 2 clusters Score -6033890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5994989.000000 Penalty: 3566.965088
	Iteration 0F: 3 clusters Score -5994989 nChanged 27499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6011247.500000 Penalty: 3566.965088
	Iteration 1F: 3 clusters Score -6011248 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -6012340.000000 Penalty: 3566.965088
	Iteration 2Q: 3 clusters Score -6012340 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -6013668.500000 Penalty: 3566.965088
	Iteration 3F: 3 clusters Score -6013668 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -6015394.000000 Penalty: 3566.965088
	Iteration 4F: 3 clusters Score -6015394 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -6017582.500000 Penalty: 3566.965088
	Iteration 5F: 3 clusters Score -6017582 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -6020109.500000 Penalty: 3566.965088
	Iteration 6F: 3 clusters Score -6020110 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -6022486.000000 Penalty: 3566.965088
	Iteration 7F: 3 clusters Score -6022486 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6024480.500000 Penalty: 3566.965088
	Iteration 8F: 3 clusters Score -6024480 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -6025865.500000 Penalty: 3566.965088
	Iteration 9Q: 3 clusters Score -6025866 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6026764.500000 Penalty: 3566.965088
	Iteration 10Q: 3 clusters Score -6026764 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6027435.500000 Penalty: 3566.965088
	Iteration 11Q: 3 clusters Score -6027436 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -6028006.500000 Penalty: 3566.965088
	Iteration 12Q: 3 clusters Score -6028006 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -6028699.500000 Penalty: 3566.965088
	Iteration 13Q: 3 clusters Score -6028700 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6029380.000000 Penalty: 3566.965088
	Iteration 14Q: 3 clusters Score -6029380 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -6030049.000000 Penalty: 3566.965088
	Iteration 15Q: 3 clusters Score -6030049 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6030753.500000 Penalty: 3566.965088
	Iteration 16Q: 3 clusters Score -6030754 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -6031438.500000 Penalty: 3566.965088
	Iteration 17Q: 3 clusters Score -6031438 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -6032053.500000 Penalty: 3566.965088
	Iteration 18Q: 3 clusters Score -6032054 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -6032616.000000 Penalty: 3566.965088
	Iteration 19Q: 3 clusters Score -6032616 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -6032978.000000 Penalty: 3566.965088
	Iteration 20F: 3 clusters Score -6032978 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -6033282.500000 Penalty: 3566.965088
	Iteration 21Q: 3 clusters Score -6033282 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6033491.500000 Penalty: 3566.965088
	Iteration 22Q: 3 clusters Score -6033492 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -6033617.000000 Penalty: 3566.965088
	Iteration 23Q: 3 clusters Score -6033617 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -6033690.000000 Penalty: 3566.965088
	Iteration 24Q: 3 clusters Score -6033690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -6033728.500000 Penalty: 3566.965088
	Iteration 25Q: 3 clusters Score -6033728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -6033766.500000 Penalty: 3566.965088
	Iteration 26Q: 3 clusters Score -6033766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6033777.500000 Penalty: 3566.965088
	Iteration 27Q: 3 clusters Score -6033778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -6033777.500000 Penalty: 3566.965088
	Iteration 28Q: 3 clusters Score -6033778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -6033781.000000 Penalty: 3566.965088
	Iteration 29Q: 3 clusters Score -6033781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -6033796.500000 Penalty: 3566.965088
	Iteration 30Q: 3 clusters Score -6033796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -6033795.500000 Penalty: 3566.965088
	Iteration 31Q: 3 clusters Score -6033796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6033793.500000 Penalty: 3566.965088
	Iteration 32Q: 3 clusters Score -6033794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -6033793.000000 Penalty: 3566.965088
	Iteration 33Q: 3 clusters Score -6033793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -6033818.500000 Penalty: 3566.965088
	Iteration 34Q: 3 clusters Score -6033818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -6033826.000000 Penalty: 3566.965088
	Iteration 35Q: 3 clusters Score -6033826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -6033821.000000 Penalty: 3566.965088
	Iteration 36Q: 3 clusters Score -6033821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -6033816.000000 Penalty: 3566.965088
	Iteration 37Q: 3 clusters Score -6033816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -6033828.500000 Penalty: 3566.965088
	Iteration 38Q: 3 clusters Score -6033828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -6033830.500000 Penalty: 3566.965088
	Iteration 39Q: 3 clusters Score -6033830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6033828.000000 Penalty: 3566.965088
	Iteration 40F: 3 clusters Score -6033828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -6033823.000000 Penalty: 3566.965088
	Iteration 41Q: 3 clusters Score -6033823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -6033820.000000 Penalty: 3566.965088
	Iteration 42Q: 3 clusters Score -6033820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -6033812.500000 Penalty: 3566.965088
	Iteration 43Q: 3 clusters Score -6033812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -6033815.000000 Penalty: 3566.965088
	Iteration 44Q: 3 clusters Score -6033815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -6033813.500000 Penalty: 3566.965088
	Iteration 45Q: 3 clusters Score -6033814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -6033813.500000 Penalty: 3566.965088
	Iteration 46Q: 3 clusters Score -6033814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -6033820.000000 Penalty: 3566.965088
	Iteration 47Q: 3 clusters Score -6033820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -6033817.500000 Penalty: 3566.965088
	Iteration 48Q: 3 clusters Score -6033818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -6033818.500000 Penalty: 3566.965088
	Iteration 49Q: 3 clusters Score -6033818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -6033816.500000 Penalty: 3566.965088
	Iteration 50Q: 3 clusters Score -6033816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -6033820.000000 Penalty: 3566.965088
	Iteration 51Q: 3 clusters Score -6033820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -6033820.000000 Penalty: 3566.965088
	Iteration 52F: 3 clusters Score -6033820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -16873.994141 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -16873.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16285.310547 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -16285.31 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16845.054688 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -16845.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16984.554688 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -16984.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17000.699219 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -17000.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17034.130859 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -17034.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17054.017578 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -17054.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17066.785156 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -17066.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17076.812500 Penalty: 1817.070801
	Iteration 7F: 3 clusters Score -17076.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17099.302734 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -17099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17141.521484 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -17141.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17159.609375 Penalty: 1817.070801
	Iteration 10Q: 3 clusters Score -17159.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17192.248047 Penalty: 1817.070801
	Iteration 11Q: 3 clusters Score -17192.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17199.402344 Penalty: 1817.070801
	Iteration 12Q: 3 clusters Score -17199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17218.125000 Penalty: 1817.070801
	Iteration 13Q: 3 clusters Score -17218.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17237.691406 Penalty: 1817.070801
	Iteration 14Q: 3 clusters Score -17237.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17239.523438 Penalty: 1817.070801
	Iteration 15Q: 3 clusters Score -17239.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17243.462891 Penalty: 1817.070801
	Iteration 16Q: 3 clusters Score -17243.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17248.863281 Penalty: 1817.070801
	Iteration 17Q: 3 clusters Score -17248.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17255.773438 Penalty: 1817.070801
	Iteration 18Q: 3 clusters Score -17255.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17264.693359 Penalty: 1817.070801
	Iteration 19F: 3 clusters Score -17264.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17309.693359 Penalty: 1817.070801
	Iteration 20F: 3 clusters Score -17309.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17319.507812 Penalty: 1817.070801
	Iteration 21Q: 3 clusters Score -17319.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17338.332031 Penalty: 1817.070801
	Iteration 22Q: 3 clusters Score -17338.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17426.072266 Penalty: 1817.070801
	Iteration 23Q: 3 clusters Score -17426.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17433.523438 Penalty: 1817.070801
	Iteration 24Q: 3 clusters Score -17433.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17440.789062 Penalty: 1817.070801
	Iteration 25Q: 3 clusters Score -17440.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17440.789062 Penalty: 1817.070801
	Iteration 26F: 3 clusters Score -17440.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 7410 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 154 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 124411 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 180433 members 
Mstep: Class 36 contains 114 members 
Entering Unmasked Estep 
Score: -100995000.000000 Penalty: 80663.984375
Splitting cluster 29 changes total score from -100988584.000000 to -100995000.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -15803.884766 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -15803.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15067.268555 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -15067.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15195.170898 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -15195.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15221.546875 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -15221.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15228.643555 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -15228.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15232.350586 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -15232.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15244.667969 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -15244.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15253.003906 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -15253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15265.549805 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -15265.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15269.208008 Penalty: 1782.559082
	Iteration 8Q: 3 clusters Score -15269.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15276.744141 Penalty: 1782.559082
	Iteration 9Q: 3 clusters Score -15276.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15276.744141 Penalty: 1782.559082
	Iteration 10F: 3 clusters Score -15276.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 89898 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41250 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 182715 members 
Mstep: Class 20 contains 113889 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 7410 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 154 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100998592.000000 Penalty: 80663.984375
Iteration 79Q: 37 clusters Score -1.009986e+08 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10964 members 
Mstep: Class 3 contains 28644 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 89835 members 
Mstep: Class 7 contains 10556 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 4135 members 
Mstep: Class 11 contains 13518 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 41387 members 
Mstep: Class 14 contains 16580 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4520 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 184122 members 
Mstep: Class 20 contains 113991 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 9113 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 10697 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 7809 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 58705 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 122938 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 359 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 178683 members 
Mstep: Class 36 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101001056.000000 Penalty: 80663.984375
Iteration 80F: 37 clusters Score -1.010011e+08 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 28131 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 2761 members 
Mstep: Class 6 contains 89540 members 
Mstep: Class 7 contains 10549 members 
Mstep: Class 8 contains 6892 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 4089 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 41165 members 
Mstep: Class 14 contains 16585 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 183479 members 
Mstep: Class 20 contains 113720 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 9111 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10687 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 8021 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 58626 members 
Mstep: Class 29 contains 155 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 123691 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 1751 members 
Mstep: Class 35 contains 179711 members 
Mstep: Class 36 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101003664.000000 Penalty: 80663.984375
Iteration 81Q: 37 clusters Score -1.010037e+08 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10906 members 
Mstep: Class 3 contains 27771 members 
Mstep: Class 4 contains 17738 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 89371 members 
Mstep: Class 7 contains 10549 members 
Mstep: Class 8 contains 6877 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 41082 members 
Mstep: Class 14 contains 16595 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4543 members 
Mstep: Class 18 contains 4607 members 
Mstep: Class 19 contains 183085 members 
Mstep: Class 20 contains 113534 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 9109 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10678 members 
Mstep: Class 25 contains 4864 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 1480 members 
Mstep: Class 28 contains 58607 members 
Mstep: Class 29 contains 146 members 
Mstep: Class 30 contains 221 members 
Mstep: Class 31 contains 124025 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 480 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 180225 members 
Mstep: Class 36 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101005488.000000 Penalty: 80663.984375
Iteration 82Q: 37 clusters Score -1.010055e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10898 members 
Mstep: Class 3 contains 27524 members 
Mstep: Class 4 contains 17744 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 89277 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 41039 members 
Mstep: Class 14 contains 16581 members 
Mstep: Class 15 contains 10802 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 182831 members 
Mstep: Class 20 contains 113392 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 9105 members 
Mstep: Class 23 contains 9324 members 
Mstep: Class 24 contains 10688 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 8426 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 58579 members 
Mstep: Class 29 contains 143 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 124183 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 1820 members 
Mstep: Class 35 contains 180444 members 
Mstep: Class 36 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101007704.000000 Penalty: 80663.984375
Iteration 83Q: 37 clusters Score -1.010077e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10897 members 
Mstep: Class 3 contains 27320 members 
Mstep: Class 4 contains 17751 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 89230 members 
Mstep: Class 7 contains 10558 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 41010 members 
Mstep: Class 14 contains 16575 members 
Mstep: Class 15 contains 11021 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4588 members 
Mstep: Class 18 contains 4586 members 
Mstep: Class 19 contains 182585 members 
Mstep: Class 20 contains 113269 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 9101 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 10675 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 8586 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 58560 members 
Mstep: Class 29 contains 138 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 124371 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 512 members 
Mstep: Class 34 contains 1855 members 
Mstep: Class 35 contains 180560 members 
Mstep: Class 36 contains 123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101009264.000000 Penalty: 80663.984375
Iteration 84Q: 37 clusters Score -1.010093e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 27145 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 89182 members 
Mstep: Class 7 contains 10560 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 40993 members 
Mstep: Class 14 contains 16574 members 
Mstep: Class 15 contains 11219 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4611 members 
Mstep: Class 18 contains 4572 members 
Mstep: Class 19 contains 182406 members 
Mstep: Class 20 contains 113196 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 10656 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 8741 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 124497 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 531 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 180562 members 
Mstep: Class 36 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101010656.000000 Penalty: 80663.984375
Iteration 85Q: 37 clusters Score -1.010107e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10912 members 
Mstep: Class 3 contains 27021 members 
Mstep: Class 4 contains 17789 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 89150 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 3504 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 11 contains 13039 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 40972 members 
Mstep: Class 14 contains 16589 members 
Mstep: Class 15 contains 11394 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4638 members 
Mstep: Class 18 contains 4559 members 
Mstep: Class 19 contains 182220 members 
Mstep: Class 20 contains 113138 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 9097 members 
Mstep: Class 23 contains 9348 members 
Mstep: Class 24 contains 10638 members 
Mstep: Class 25 contains 4893 members 
Mstep: Class 26 contains 8878 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 58560 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124617 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 549 members 
Mstep: Class 34 contains 1917 members 
Mstep: Class 35 contains 180487 members 
Mstep: Class 36 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101012352.000000 Penalty: 80663.984375
Iteration 86Q: 37 clusters Score -1.010124e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10931 members 
Mstep: Class 3 contains 26926 members 
Mstep: Class 4 contains 17804 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 89132 members 
Mstep: Class 7 contains 10555 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 40954 members 
Mstep: Class 14 contains 16597 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 4556 members 
Mstep: Class 19 contains 182049 members 
Mstep: Class 20 contains 113084 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 9096 members 
Mstep: Class 23 contains 9356 members 
Mstep: Class 24 contains 10622 members 
Mstep: Class 25 contains 4885 members 
Mstep: Class 26 contains 9003 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 58568 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124706 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 180379 members 
Mstep: Class 36 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101013216.000000 Penalty: 80663.984375
Iteration 87Q: 37 clusters Score -1.010132e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10935 members 
Mstep: Class 3 contains 26847 members 
Mstep: Class 4 contains 17827 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 89112 members 
Mstep: Class 7 contains 10558 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 3483 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 13046 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 40948 members 
Mstep: Class 14 contains 16616 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4686 members 
Mstep: Class 18 contains 4543 members 
Mstep: Class 19 contains 181917 members 
Mstep: Class 20 contains 113034 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 9361 members 
Mstep: Class 24 contains 10600 members 
Mstep: Class 25 contains 4881 members 
Mstep: Class 26 contains 9114 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 58571 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124749 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 1958 members 
Mstep: Class 35 contains 180266 members 
Mstep: Class 36 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101013912.000000 Penalty: 80663.984375
Iteration 88Q: 37 clusters Score -1.010139e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10946 members 
Mstep: Class 3 contains 26777 members 
Mstep: Class 4 contains 17836 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 89097 members 
Mstep: Class 7 contains 10554 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 40936 members 
Mstep: Class 14 contains 16626 members 
Mstep: Class 15 contains 11841 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 181823 members 
Mstep: Class 20 contains 112996 members 
Mstep: Class 21 contains 571 members 
Mstep: Class 22 contains 9089 members 
Mstep: Class 23 contains 9370 members 
Mstep: Class 24 contains 10583 members 
Mstep: Class 25 contains 4883 members 
Mstep: Class 26 contains 9214 members 
Mstep: Class 27 contains 1480 members 
Mstep: Class 28 contains 58566 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124785 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 1975 members 
Mstep: Class 35 contains 180194 members 
Mstep: Class 36 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014632.000000 Penalty: 80663.984375
Iteration 89Q: 37 clusters Score -1.010146e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10954 members 
Mstep: Class 3 contains 26718 members 
Mstep: Class 4 contains 17839 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 89084 members 
Mstep: Class 7 contains 10553 members 
Mstep: Class 8 contains 6847 members 
Mstep: Class 9 contains 3476 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 13066 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 40913 members 
Mstep: Class 14 contains 16626 members 
Mstep: Class 15 contains 11943 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 4525 members 
Mstep: Class 19 contains 181791 members 
Mstep: Class 20 contains 112964 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 9085 members 
Mstep: Class 23 contains 9378 members 
Mstep: Class 24 contains 10572 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 9284 members 
Mstep: Class 27 contains 1477 members 
Mstep: Class 28 contains 58570 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124788 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 631 members 
Mstep: Class 34 contains 1986 members 
Mstep: Class 35 contains 180132 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015608.000000 Penalty: 80663.984375
Iteration 90Q: 37 clusters Score -1.010156e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10951 members 
Mstep: Class 3 contains 26666 members 
Mstep: Class 4 contains 17848 members 
Mstep: Class 5 contains 2687 members 
Mstep: Class 6 contains 89080 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 3472 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 40902 members 
Mstep: Class 14 contains 16643 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 4520 members 
Mstep: Class 19 contains 181771 members 
Mstep: Class 20 contains 112928 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 9384 members 
Mstep: Class 24 contains 10562 members 
Mstep: Class 25 contains 4875 members 
Mstep: Class 26 contains 9337 members 
Mstep: Class 27 contains 1477 members 
Mstep: Class 28 contains 58572 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124761 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 180122 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015776.000000 Penalty: 80663.984375
Iteration 91Q: 37 clusters Score -1.010158e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10961 members 
Mstep: Class 3 contains 26633 members 
Mstep: Class 4 contains 17857 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 89074 members 
Mstep: Class 7 contains 10549 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 3468 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 13071 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 40896 members 
Mstep: Class 14 contains 16659 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 4509 members 
Mstep: Class 19 contains 181774 members 
Mstep: Class 20 contains 112898 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 9078 members 
Mstep: Class 23 contains 9391 members 
Mstep: Class 24 contains 10547 members 
Mstep: Class 25 contains 4870 members 
Mstep: Class 26 contains 9381 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58578 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124706 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 651 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 180074 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016264.000000 Penalty: 80663.984375
Iteration 92Q: 37 clusters Score -1.010163e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10964 members 
Mstep: Class 3 contains 26605 members 
Mstep: Class 4 contains 17861 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 89067 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 6837 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 13073 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 40886 members 
Mstep: Class 14 contains 16668 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4756 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 181780 members 
Mstep: Class 20 contains 112863 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 9396 members 
Mstep: Class 24 contains 10533 members 
Mstep: Class 25 contains 4868 members 
Mstep: Class 26 contains 9419 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58579 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124659 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 2019 members 
Mstep: Class 35 contains 180080 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016528.000000 Penalty: 80663.984375
Iteration 93Q: 37 clusters Score -1.010165e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10967 members 
Mstep: Class 3 contains 26581 members 
Mstep: Class 4 contains 17865 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 89067 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 6837 members 
Mstep: Class 9 contains 3456 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 13078 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 40878 members 
Mstep: Class 14 contains 16675 members 
Mstep: Class 15 contains 12184 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4762 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 181791 members 
Mstep: Class 20 contains 112829 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 9400 members 
Mstep: Class 24 contains 10524 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9450 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58578 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124639 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 180084 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016752.000000 Penalty: 80663.984375
Iteration 94Q: 37 clusters Score -1.010168e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10969 members 
Mstep: Class 3 contains 26558 members 
Mstep: Class 4 contains 17868 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 89062 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 3456 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 13081 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 40869 members 
Mstep: Class 14 contains 16684 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 4498 members 
Mstep: Class 19 contains 181795 members 
Mstep: Class 20 contains 112804 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 9403 members 
Mstep: Class 24 contains 10512 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58575 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124636 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 2029 members 
Mstep: Class 35 contains 180085 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101016984.000000 Penalty: 80663.984375
Iteration 95Q: 37 clusters Score -1.01017e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10969 members 
Mstep: Class 3 contains 26546 members 
Mstep: Class 4 contains 17869 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 89057 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 6837 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 13092 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 40862 members 
Mstep: Class 14 contains 16692 members 
Mstep: Class 15 contains 12226 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4774 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 181790 members 
Mstep: Class 20 contains 112775 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 9072 members 
Mstep: Class 23 contains 9406 members 
Mstep: Class 24 contains 10498 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58574 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124628 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 662 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 180087 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017200.000000 Penalty: 80663.984375
Iteration 96Q: 37 clusters Score -1.010172e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10975 members 
Mstep: Class 3 contains 26536 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 89053 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 13093 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 40854 members 
Mstep: Class 14 contains 16703 members 
Mstep: Class 15 contains 12254 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4778 members 
Mstep: Class 18 contains 4495 members 
Mstep: Class 19 contains 181806 members 
Mstep: Class 20 contains 112756 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 9070 members 
Mstep: Class 23 contains 9408 members 
Mstep: Class 24 contains 10477 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9515 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58572 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124590 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 666 members 
Mstep: Class 34 contains 2048 members 
Mstep: Class 35 contains 180085 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017344.000000 Penalty: 80663.984375
Iteration 97Q: 37 clusters Score -1.010173e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10984 members 
Mstep: Class 3 contains 26521 members 
Mstep: Class 4 contains 17882 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 89050 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 40848 members 
Mstep: Class 14 contains 16711 members 
Mstep: Class 15 contains 12279 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 4493 members 
Mstep: Class 19 contains 181832 members 
Mstep: Class 20 contains 112738 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 9066 members 
Mstep: Class 23 contains 9412 members 
Mstep: Class 24 contains 10458 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9528 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58582 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124532 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 668 members 
Mstep: Class 34 contains 2054 members 
Mstep: Class 35 contains 180082 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017488.000000 Penalty: 80663.984375
Iteration 98Q: 37 clusters Score -1.010175e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26506 members 
Mstep: Class 4 contains 17888 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 89051 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 3434 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 40839 members 
Mstep: Class 14 contains 16718 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 4493 members 
Mstep: Class 19 contains 181867 members 
Mstep: Class 20 contains 112726 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 9067 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 10439 members 
Mstep: Class 25 contains 4857 members 
Mstep: Class 26 contains 9542 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58582 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124459 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2055 members 
Mstep: Class 35 contains 180090 members 
Mstep: Class 36 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017536.000000 Penalty: 80663.984375
Iteration 99Q: 37 clusters Score -1.010175e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26496 members 
Mstep: Class 4 contains 17887 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 89050 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 3430 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 13129 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 16720 members 
Mstep: Class 15 contains 12319 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 4494 members 
Mstep: Class 19 contains 181898 members 
Mstep: Class 20 contains 112718 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 9067 members 
Mstep: Class 23 contains 9425 members 
Mstep: Class 24 contains 10436 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 9555 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58578 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124404 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 2055 members 
Mstep: Class 35 contains 180093 members 
Mstep: Class 36 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017880.000000 Penalty: 80663.984375
Iteration 100F: 37 clusters Score -1.010179e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26484 members 
Mstep: Class 4 contains 17890 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 89048 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13135 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 40827 members 
Mstep: Class 14 contains 16727 members 
Mstep: Class 15 contains 12333 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 4492 members 
Mstep: Class 19 contains 181923 members 
Mstep: Class 20 contains 112707 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 9067 members 
Mstep: Class 23 contains 9430 members 
Mstep: Class 24 contains 10419 members 
Mstep: Class 25 contains 4861 members 
Mstep: Class 26 contains 9563 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58571 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124347 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 682 members 
Mstep: Class 34 contains 2056 members 
Mstep: Class 35 contains 180115 members 
Mstep: Class 36 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017848.000000 Penalty: 80663.984375
Iteration 101Q: 37 clusters Score -1.010178e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10978 members 
Mstep: Class 3 contains 26476 members 
Mstep: Class 4 contains 17885 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 89046 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13143 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 40823 members 
Mstep: Class 14 contains 16732 members 
Mstep: Class 15 contains 12344 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 4491 members 
Mstep: Class 19 contains 181948 members 
Mstep: Class 20 contains 112700 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 9064 members 
Mstep: Class 23 contains 9433 members 
Mstep: Class 24 contains 10417 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9569 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58569 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124299 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 687 members 
Mstep: Class 34 contains 2057 members 
Mstep: Class 35 contains 180140 members 
Mstep: Class 36 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018024.000000 Penalty: 80663.984375
Iteration 102Q: 37 clusters Score -1.01018e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10983 members 
Mstep: Class 3 contains 26461 members 
Mstep: Class 4 contains 17882 members 
Mstep: Class 5 contains 2646 members 
Mstep: Class 6 contains 89045 members 
Mstep: Class 7 contains 10548 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13146 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 40817 members 
Mstep: Class 14 contains 16738 members 
Mstep: Class 15 contains 12357 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 181994 members 
Mstep: Class 20 contains 112693 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 9063 members 
Mstep: Class 23 contains 9437 members 
Mstep: Class 24 contains 10411 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9577 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58569 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124238 members 
Mstep: Class 32 contains 256 members 
Mstep: Class 33 contains 701 members 
Mstep: Class 34 contains 2057 members 
Mstep: Class 35 contains 180151 members 
Mstep: Class 36 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101017976.000000 Penalty: 80663.984375
Iteration 103Q: 37 clusters Score -1.01018e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26455 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 89046 members 
Mstep: Class 7 contains 10548 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13147 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 40808 members 
Mstep: Class 14 contains 16742 members 
Mstep: Class 15 contains 12367 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 4481 members 
Mstep: Class 19 contains 182036 members 
Mstep: Class 20 contains 112690 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 9063 members 
Mstep: Class 23 contains 9439 members 
Mstep: Class 24 contains 10403 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9582 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58567 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124179 members 
Mstep: Class 32 contains 256 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 2057 members 
Mstep: Class 35 contains 180175 members 
Mstep: Class 36 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018024.000000 Penalty: 80663.984375
Iteration 104Q: 37 clusters Score -1.01018e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10983 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 89046 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13155 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40806 members 
Mstep: Class 14 contains 16748 members 
Mstep: Class 15 contains 12374 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 4478 members 
Mstep: Class 19 contains 182073 members 
Mstep: Class 20 contains 112686 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 9062 members 
Mstep: Class 23 contains 9443 members 
Mstep: Class 24 contains 10392 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9586 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 58561 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124122 members 
Mstep: Class 32 contains 256 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2058 members 
Mstep: Class 35 contains 180195 members 
Mstep: Class 36 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018048.000000 Penalty: 80663.984375
Iteration 105Q: 37 clusters Score -1.01018e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10978 members 
Mstep: Class 3 contains 26437 members 
Mstep: Class 4 contains 17872 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 89047 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13157 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40801 members 
Mstep: Class 14 contains 16752 members 
Mstep: Class 15 contains 12382 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 4476 members 
Mstep: Class 19 contains 182110 members 
Mstep: Class 20 contains 112684 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 9061 members 
Mstep: Class 23 contains 9447 members 
Mstep: Class 24 contains 10377 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9591 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58565 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 124063 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2061 members 
Mstep: Class 35 contains 180212 members 
Mstep: Class 36 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018152.000000 Penalty: 80663.984375
Iteration 106Q: 37 clusters Score -1.010182e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10981 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 17868 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 89044 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13156 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40796 members 
Mstep: Class 14 contains 16751 members 
Mstep: Class 15 contains 12390 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 182172 members 
Mstep: Class 20 contains 112684 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 9060 members 
Mstep: Class 23 contains 9450 members 
Mstep: Class 24 contains 10373 members 
Mstep: Class 25 contains 4866 members 
Mstep: Class 26 contains 9591 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58567 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123992 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 712 members 
Mstep: Class 34 contains 2063 members 
Mstep: Class 35 contains 180214 members 
Mstep: Class 36 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018040.000000 Penalty: 80663.984375
Iteration 107Q: 37 clusters Score -1.01018e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26417 members 
Mstep: Class 4 contains 17866 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 89042 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13157 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40792 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 12401 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4835 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 182204 members 
Mstep: Class 20 contains 112683 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 9060 members 
Mstep: Class 23 contains 9452 members 
Mstep: Class 24 contains 10366 members 
Mstep: Class 25 contains 4866 members 
Mstep: Class 26 contains 9592 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58565 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123945 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 180219 members 
Mstep: Class 36 contains 146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018112.000000 Penalty: 80663.984375
Iteration 108Q: 37 clusters Score -1.010181e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 17864 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 89041 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13158 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40785 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 12408 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 182239 members 
Mstep: Class 20 contains 112680 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9060 members 
Mstep: Class 23 contains 9456 members 
Mstep: Class 24 contains 10358 members 
Mstep: Class 25 contains 4866 members 
Mstep: Class 26 contains 9591 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58568 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123903 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 717 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 180228 members 
Mstep: Class 36 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018192.000000 Penalty: 80663.984375
Iteration 109Q: 37 clusters Score -1.010182e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10988 members 
Mstep: Class 3 contains 26402 members 
Mstep: Class 4 contains 17862 members 
Mstep: Class 5 contains 2643 members 
Mstep: Class 6 contains 89041 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13160 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40773 members 
Mstep: Class 14 contains 16755 members 
Mstep: Class 15 contains 12418 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4844 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 182262 members 
Mstep: Class 20 contains 112678 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9060 members 
Mstep: Class 23 contains 9461 members 
Mstep: Class 24 contains 10348 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 9590 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58575 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123869 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 726 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 180243 members 
Mstep: Class 36 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018160.000000 Penalty: 80663.984375
Iteration 110Q: 37 clusters Score -1.010182e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10988 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 17862 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 89040 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13164 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40759 members 
Mstep: Class 14 contains 16763 members 
Mstep: Class 15 contains 12431 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 182280 members 
Mstep: Class 20 contains 112675 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9060 members 
Mstep: Class 23 contains 9472 members 
Mstep: Class 24 contains 10343 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 9590 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58578 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123831 members 
Mstep: Class 32 contains 256 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 180252 members 
Mstep: Class 36 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018216.000000 Penalty: 80663.984375
Iteration 111Q: 37 clusters Score -1.010182e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 26396 members 
Mstep: Class 4 contains 17862 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 89042 members 
Mstep: Class 7 contains 10548 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 3401 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13171 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40748 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 12438 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 182291 members 
Mstep: Class 20 contains 112672 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9059 members 
Mstep: Class 23 contains 9478 members 
Mstep: Class 24 contains 10326 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 9591 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58579 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123804 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 736 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 180265 members 
Mstep: Class 36 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018272.000000 Penalty: 80663.984375
Iteration 112Q: 37 clusters Score -1.010183e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 26400 members 
Mstep: Class 4 contains 17862 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 89042 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13189 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40741 members 
Mstep: Class 14 contains 16759 members 
Mstep: Class 15 contains 12446 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 18 contains 4439 members 
Mstep: Class 19 contains 182304 members 
Mstep: Class 20 contains 112669 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 9482 members 
Mstep: Class 24 contains 10321 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 9592 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 58575 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123774 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 742 members 
Mstep: Class 34 contains 2065 members 
Mstep: Class 35 contains 180273 members 
Mstep: Class 36 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018400.000000 Penalty: 80663.984375
Iteration 113Q: 37 clusters Score -1.010184e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 26399 members 
Mstep: Class 4 contains 17860 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 89041 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13208 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 16758 members 
Mstep: Class 15 contains 12448 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4851 members 
Mstep: Class 18 contains 4426 members 
Mstep: Class 19 contains 182310 members 
Mstep: Class 20 contains 112666 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9055 members 
Mstep: Class 23 contains 9486 members 
Mstep: Class 24 contains 10317 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 9592 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58575 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123759 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 2065 members 
Mstep: Class 35 contains 180281 members 
Mstep: Class 36 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018344.000000 Penalty: 80663.984375
Iteration 114Q: 37 clusters Score -1.010183e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10988 members 
Mstep: Class 3 contains 26398 members 
Mstep: Class 4 contains 17859 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 89041 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13220 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 40731 members 
Mstep: Class 14 contains 16759 members 
Mstep: Class 15 contains 12452 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4854 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 182319 members 
Mstep: Class 20 contains 112660 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9052 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 10318 members 
Mstep: Class 25 contains 4868 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58575 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123743 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 2065 members 
Mstep: Class 35 contains 180290 members 
Mstep: Class 36 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018584.000000 Penalty: 80663.984375
Iteration 115Q: 37 clusters Score -1.010186e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 26397 members 
Mstep: Class 4 contains 17857 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 89040 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 3388 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13227 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40726 members 
Mstep: Class 14 contains 16765 members 
Mstep: Class 15 contains 12453 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4856 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 182325 members 
Mstep: Class 20 contains 112656 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9495 members 
Mstep: Class 24 contains 10322 members 
Mstep: Class 25 contains 4868 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58574 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 123729 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2067 members 
Mstep: Class 35 contains 180298 members 
Mstep: Class 36 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018528.000000 Penalty: 80663.984375
Iteration 116Q: 37 clusters Score -1.010185e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26393 members 
Mstep: Class 4 contains 17854 members 
Mstep: Class 5 contains 2624 members 
Mstep: Class 6 contains 89037 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13231 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40722 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 12455 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 182330 members 
Mstep: Class 20 contains 112658 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9496 members 
Mstep: Class 24 contains 10328 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58571 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123722 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 180306 members 
Mstep: Class 36 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018496.000000 Penalty: 80663.984375
Iteration 117Q: 37 clusters Score -1.010185e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 26391 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2622 members 
Mstep: Class 6 contains 89035 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 13235 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40721 members 
Mstep: Class 14 contains 16760 members 
Mstep: Class 15 contains 12457 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4397 members 
Mstep: Class 19 contains 182335 members 
Mstep: Class 20 contains 112656 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 10329 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58569 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123718 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2074 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018464.000000 Penalty: 80663.984375
Iteration 118Q: 37 clusters Score -1.010185e+08 nChanged 84
Entering ConstructFrom: 
Score: -101018464.000000 Penalty: 80663.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -161670.781250 Penalty: 1216.118530
	Iteration 0F: 2 clusters Score -161670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -159742.343750 Penalty: 2432.237061
	Iteration 0F: 3 clusters Score -159742.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160202.687500 Penalty: 2432.237061
	Iteration 1F: 3 clusters Score -160202.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -160433.296875 Penalty: 2432.237061
	Iteration 2F: 3 clusters Score -160433.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -160606.968750 Penalty: 2432.237061
	Iteration 3F: 3 clusters Score -160607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -160771.765625 Penalty: 2432.237061
	Iteration 4F: 3 clusters Score -160771.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -160923.109375 Penalty: 2432.237061
	Iteration 5F: 3 clusters Score -160923.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161088.453125 Penalty: 2432.237061
	Iteration 6F: 3 clusters Score -161088.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -161229.375000 Penalty: 2432.237061
	Iteration 7Q: 3 clusters Score -161229.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -161324.625000 Penalty: 2432.237061
	Iteration 8Q: 3 clusters Score -161324.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -161390.859375 Penalty: 2432.237061
	Iteration 9Q: 3 clusters Score -161390.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -161431.953125 Penalty: 2432.237061
	Iteration 10Q: 3 clusters Score -161432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -161446.015625 Penalty: 2432.237061
	Iteration 11Q: 3 clusters Score -161446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -161458.109375 Penalty: 2432.237061
	Iteration 12Q: 3 clusters Score -161458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161461.671875 Penalty: 2432.237061
	Iteration 13Q: 3 clusters Score -161461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161462.640625 Penalty: 2432.237061
	Iteration 14Q: 3 clusters Score -161462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161462.640625 Penalty: 2432.237061
	Iteration 15F: 3 clusters Score -161462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -1099940.375000 Penalty: 1512.020386
	Iteration 0F: 2 clusters Score -1099940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1092165.250000 Penalty: 3024.040771
	Iteration 0F: 3 clusters Score -1092165 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1094842.750000 Penalty: 3024.040771
	Iteration 1F: 3 clusters Score -1094843 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1095288.750000 Penalty: 3024.040771
	Iteration 2F: 3 clusters Score -1095289 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1095750.000000 Penalty: 3024.040771
	Iteration 3F: 3 clusters Score -1095750 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1096258.125000 Penalty: 3024.040771
	Iteration 4F: 3 clusters Score -1096258 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1096757.875000 Penalty: 3024.040771
	Iteration 5F: 3 clusters Score -1096758 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1097219.500000 Penalty: 3024.040771
	Iteration 6F: 3 clusters Score -1097220 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1097606.125000 Penalty: 3024.040771
	Iteration 7Q: 3 clusters Score -1097606 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1097933.625000 Penalty: 3024.040771
	Iteration 8Q: 3 clusters Score -1097934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1098219.625000 Penalty: 3024.040771
	Iteration 9Q: 3 clusters Score -1098220 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1098459.375000 Penalty: 3024.040771
	Iteration 10Q: 3 clusters Score -1098459 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1098621.750000 Penalty: 3024.040771
	Iteration 11Q: 3 clusters Score -1098622 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1098710.125000 Penalty: 3024.040771
	Iteration 12Q: 3 clusters Score -1098710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1098761.250000 Penalty: 3024.040771
	Iteration 13Q: 3 clusters Score -1098761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1098779.000000 Penalty: 3024.040771
	Iteration 14Q: 3 clusters Score -1098779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1098791.625000 Penalty: 3024.040771
	Iteration 15Q: 3 clusters Score -1098792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1098797.250000 Penalty: 3024.040771
	Iteration 16Q: 3 clusters Score -1098797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1098805.000000 Penalty: 3024.040771
	Iteration 17Q: 3 clusters Score -1098805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1098811.375000 Penalty: 3024.040771
	Iteration 18Q: 3 clusters Score -1098811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1098816.750000 Penalty: 3024.040771
	Iteration 19Q: 3 clusters Score -1098817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1098820.250000 Penalty: 3024.040771
	Iteration 20F: 3 clusters Score -1098820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1098827.750000 Penalty: 3024.040771
	Iteration 21Q: 3 clusters Score -1098828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1098832.625000 Penalty: 3024.040771
	Iteration 22Q: 3 clusters Score -1098833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1098837.250000 Penalty: 3024.040771
	Iteration 23Q: 3 clusters Score -1098837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1098838.250000 Penalty: 3024.040771
	Iteration 24Q: 3 clusters Score -1098838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1098838.250000 Penalty: 3024.040771
	Iteration 25Q: 3 clusters Score -1098838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1098841.500000 Penalty: 3024.040771
	Iteration 26Q: 3 clusters Score -1098842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1098845.250000 Penalty: 3024.040771
	Iteration 27Q: 3 clusters Score -1098845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1098851.375000 Penalty: 3024.040771
	Iteration 28Q: 3 clusters Score -1098851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1098850.375000 Penalty: 3024.040771
	Iteration 29Q: 3 clusters Score -1098850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1098852.750000 Penalty: 3024.040771
	Iteration 30Q: 3 clusters Score -1098853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1098856.500000 Penalty: 3024.040771
	Iteration 31Q: 3 clusters Score -1098856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1098859.250000 Penalty: 3024.040771
	Iteration 32Q: 3 clusters Score -1098859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1098866.750000 Penalty: 3024.040771
	Iteration 33Q: 3 clusters Score -1098867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1098867.875000 Penalty: 3024.040771
	Iteration 34Q: 3 clusters Score -1098868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1098874.500000 Penalty: 3024.040771
	Iteration 35Q: 3 clusters Score -1098874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1098882.000000 Penalty: 3024.040771
	Iteration 36Q: 3 clusters Score -1098882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1098893.500000 Penalty: 3024.040771
	Iteration 37Q: 3 clusters Score -1098894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1098906.875000 Penalty: 3024.040771
	Iteration 38Q: 3 clusters Score -1098907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1098919.875000 Penalty: 3024.040771
	Iteration 39Q: 3 clusters Score -1098920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1098933.750000 Penalty: 3024.040771
	Iteration 40F: 3 clusters Score -1098934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1098942.500000 Penalty: 3024.040771
	Iteration 41Q: 3 clusters Score -1098942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1098949.000000 Penalty: 3024.040771
	Iteration 42Q: 3 clusters Score -1098949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1098963.375000 Penalty: 3024.040771
	Iteration 43Q: 3 clusters Score -1098963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1098974.750000 Penalty: 3024.040771
	Iteration 44Q: 3 clusters Score -1098975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1098985.250000 Penalty: 3024.040771
	Iteration 45Q: 3 clusters Score -1098985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1098999.750000 Penalty: 3024.040771
	Iteration 46Q: 3 clusters Score -1099000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1099005.750000 Penalty: 3024.040771
	Iteration 47Q: 3 clusters Score -1099006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1099013.750000 Penalty: 3024.040771
	Iteration 48Q: 3 clusters Score -1099014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1099022.000000 Penalty: 3024.040771
	Iteration 49Q: 3 clusters Score -1099022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1099024.500000 Penalty: 3024.040771
	Iteration 50Q: 3 clusters Score -1099024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1099024.500000 Penalty: 3024.040771
	Iteration 51Q: 3 clusters Score -1099024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1099028.625000 Penalty: 3024.040771
	Iteration 52Q: 3 clusters Score -1099029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1099028.000000 Penalty: 3024.040771
	Iteration 53Q: 3 clusters Score -1099028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1099030.500000 Penalty: 3024.040771
	Iteration 54Q: 3 clusters Score -1099030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1099033.625000 Penalty: 3024.040771
	Iteration 55Q: 3 clusters Score -1099034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1099034.250000 Penalty: 3024.040771
	Iteration 56Q: 3 clusters Score -1099034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1099034.625000 Penalty: 3024.040771
	Iteration 57Q: 3 clusters Score -1099035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1099034.500000 Penalty: 3024.040771
	Iteration 58Q: 3 clusters Score -1099034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1099033.625000 Penalty: 3024.040771
	Iteration 59Q: 3 clusters Score -1099034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1099033.625000 Penalty: 3024.040771
	Iteration 60F: 3 clusters Score -1099034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Entering Unmasked Estep 
Score: -2741776.750000 Penalty: 1654.364136
	Iteration 0F: 2 clusters Score -2741777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2723939.500000 Penalty: 3308.728271
	Iteration 0F: 3 clusters Score -2723940 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2730387.250000 Penalty: 3308.728271
	Iteration 1F: 3 clusters Score -2730387 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2730710.500000 Penalty: 3308.728271
	Iteration 2Q: 3 clusters Score -2730710 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2731027.500000 Penalty: 3308.728271
	Iteration 3Q: 3 clusters Score -2731028 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2731379.750000 Penalty: 3308.728271
	Iteration 4Q: 3 clusters Score -2731380 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2731825.500000 Penalty: 3308.728271
	Iteration 5Q: 3 clusters Score -2731826 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2732320.000000 Penalty: 3308.728271
	Iteration 6Q: 3 clusters Score -2732320 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2732961.750000 Penalty: 3308.728271
	Iteration 7Q: 3 clusters Score -2732962 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2733808.500000 Penalty: 3308.728271
	Iteration 8Q: 3 clusters Score -2733808 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2734724.250000 Penalty: 3308.728271
	Iteration 9F: 3 clusters Score -2734724 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2735567.000000 Penalty: 3308.728271
	Iteration 10Q: 3 clusters Score -2735567 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2736231.000000 Penalty: 3308.728271
	Iteration 11Q: 3 clusters Score -2736231 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2736780.500000 Penalty: 3308.728271
	Iteration 12Q: 3 clusters Score -2736780 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2737327.500000 Penalty: 3308.728271
	Iteration 13Q: 3 clusters Score -2737328 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2737793.500000 Penalty: 3308.728271
	Iteration 14Q: 3 clusters Score -2737794 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2738231.000000 Penalty: 3308.728271
	Iteration 15Q: 3 clusters Score -2738231 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2738618.750000 Penalty: 3308.728271
	Iteration 16Q: 3 clusters Score -2738619 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2738870.500000 Penalty: 3308.728271
	Iteration 17Q: 3 clusters Score -2738870 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2739114.250000 Penalty: 3308.728271
	Iteration 18Q: 3 clusters Score -2739114 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2739314.250000 Penalty: 3308.728271
	Iteration 19Q: 3 clusters Score -2739314 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2739494.500000 Penalty: 3308.728271
	Iteration 20F: 3 clusters Score -2739494 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2739645.250000 Penalty: 3308.728271
	Iteration 21Q: 3 clusters Score -2739645 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2739743.250000 Penalty: 3308.728271
	Iteration 22Q: 3 clusters Score -2739743 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2739827.500000 Penalty: 3308.728271
	Iteration 23Q: 3 clusters Score -2739828 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2739882.750000 Penalty: 3308.728271
	Iteration 24Q: 3 clusters Score -2739883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2739938.750000 Penalty: 3308.728271
	Iteration 25Q: 3 clusters Score -2739939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2739978.500000 Penalty: 3308.728271
	Iteration 26Q: 3 clusters Score -2739978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2740009.500000 Penalty: 3308.728271
	Iteration 27Q: 3 clusters Score -2740010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2740042.500000 Penalty: 3308.728271
	Iteration 28Q: 3 clusters Score -2740042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2740085.250000 Penalty: 3308.728271
	Iteration 29Q: 3 clusters Score -2740085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2740118.750000 Penalty: 3308.728271
	Iteration 30Q: 3 clusters Score -2740119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2740146.750000 Penalty: 3308.728271
	Iteration 31Q: 3 clusters Score -2740147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2740174.500000 Penalty: 3308.728271
	Iteration 32Q: 3 clusters Score -2740174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2740184.750000 Penalty: 3308.728271
	Iteration 33Q: 3 clusters Score -2740185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2740208.250000 Penalty: 3308.728271
	Iteration 34Q: 3 clusters Score -2740208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -2740215.750000 Penalty: 3308.728271
	Iteration 35Q: 3 clusters Score -2740216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2740230.000000 Penalty: 3308.728271
	Iteration 36Q: 3 clusters Score -2740230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2740239.250000 Penalty: 3308.728271
	Iteration 37Q: 3 clusters Score -2740239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -2740249.500000 Penalty: 3308.728271
	Iteration 38Q: 3 clusters Score -2740250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2740274.750000 Penalty: 3308.728271
	Iteration 39Q: 3 clusters Score -2740275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2740295.000000 Penalty: 3308.728271
	Iteration 40F: 3 clusters Score -2740295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2740306.750000 Penalty: 3308.728271
	Iteration 41Q: 3 clusters Score -2740307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2740320.500000 Penalty: 3308.728271
	Iteration 42Q: 3 clusters Score -2740320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2740332.000000 Penalty: 3308.728271
	Iteration 43Q: 3 clusters Score -2740332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2740341.750000 Penalty: 3308.728271
	Iteration 44Q: 3 clusters Score -2740342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2740351.250000 Penalty: 3308.728271
	Iteration 45Q: 3 clusters Score -2740351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2740360.500000 Penalty: 3308.728271
	Iteration 46Q: 3 clusters Score -2740360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2740364.750000 Penalty: 3308.728271
	Iteration 47Q: 3 clusters Score -2740365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2740372.250000 Penalty: 3308.728271
	Iteration 48Q: 3 clusters Score -2740372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2740381.500000 Penalty: 3308.728271
	Iteration 49Q: 3 clusters Score -2740382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -2740389.500000 Penalty: 3308.728271
	Iteration 50Q: 3 clusters Score -2740390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2740396.000000 Penalty: 3308.728271
	Iteration 51Q: 3 clusters Score -2740396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2740410.500000 Penalty: 3308.728271
	Iteration 52Q: 3 clusters Score -2740410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2740427.250000 Penalty: 3308.728271
	Iteration 53Q: 3 clusters Score -2740427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2740445.750000 Penalty: 3308.728271
	Iteration 54Q: 3 clusters Score -2740446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2740452.750000 Penalty: 3308.728271
	Iteration 55Q: 3 clusters Score -2740453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -2740460.000000 Penalty: 3308.728271
	Iteration 56Q: 3 clusters Score -2740460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -2740461.750000 Penalty: 3308.728271
	Iteration 57Q: 3 clusters Score -2740462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -2740474.250000 Penalty: 3308.728271
	Iteration 58Q: 3 clusters Score -2740474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2740484.000000 Penalty: 3308.728271
	Iteration 59Q: 3 clusters Score -2740484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2740481.500000 Penalty: 3308.728271
	Iteration 60F: 3 clusters Score -2740482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2740480.250000 Penalty: 3308.728271
	Iteration 61Q: 3 clusters Score -2740480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2740484.000000 Penalty: 3308.728271
	Iteration 62Q: 3 clusters Score -2740484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2740484.000000 Penalty: 3308.728271
	Iteration 63F: 3 clusters Score -2740484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Entering Unmasked Estep 
Score: -1945212.625000 Penalty: 1590.863037
	Iteration 0F: 2 clusters Score -1945213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1932948.250000 Penalty: 3181.726074
	Iteration 0F: 3 clusters Score -1932948 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1937229.125000 Penalty: 3181.726074
	Iteration 1F: 3 clusters Score -1937229 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1937524.625000 Penalty: 3181.726074
	Iteration 2Q: 3 clusters Score -1937525 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1937799.500000 Penalty: 3181.726074
	Iteration 3Q: 3 clusters Score -1937800 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1938070.625000 Penalty: 3181.726074
	Iteration 4Q: 3 clusters Score -1938071 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1938383.750000 Penalty: 3181.726074
	Iteration 5Q: 3 clusters Score -1938384 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1938767.375000 Penalty: 3181.726074
	Iteration 6Q: 3 clusters Score -1938767 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1939199.750000 Penalty: 3181.726074
	Iteration 7Q: 3 clusters Score -1939200 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1939702.125000 Penalty: 3181.726074
	Iteration 8F: 3 clusters Score -1939702 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1940232.250000 Penalty: 3181.726074
	Iteration 9F: 3 clusters Score -1940232 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1940854.250000 Penalty: 3181.726074
	Iteration 10Q: 3 clusters Score -1940854 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1941633.750000 Penalty: 3181.726074
	Iteration 11F: 3 clusters Score -1941634 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1942348.125000 Penalty: 3181.726074
	Iteration 12Q: 3 clusters Score -1942348 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1942816.250000 Penalty: 3181.726074
	Iteration 13Q: 3 clusters Score -1942816 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1943145.375000 Penalty: 3181.726074
	Iteration 14Q: 3 clusters Score -1943145 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1943371.250000 Penalty: 3181.726074
	Iteration 15Q: 3 clusters Score -1943371 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1943515.375000 Penalty: 3181.726074
	Iteration 16Q: 3 clusters Score -1943515 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1943602.250000 Penalty: 3181.726074
	Iteration 17Q: 3 clusters Score -1943602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1943689.625000 Penalty: 3181.726074
	Iteration 18Q: 3 clusters Score -1943690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1943752.125000 Penalty: 3181.726074
	Iteration 19Q: 3 clusters Score -1943752 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1943808.625000 Penalty: 3181.726074
	Iteration 20F: 3 clusters Score -1943809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1943868.625000 Penalty: 3181.726074
	Iteration 21Q: 3 clusters Score -1943869 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1943918.250000 Penalty: 3181.726074
	Iteration 22Q: 3 clusters Score -1943918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1943960.250000 Penalty: 3181.726074
	Iteration 23Q: 3 clusters Score -1943960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1943985.750000 Penalty: 3181.726074
	Iteration 24Q: 3 clusters Score -1943986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1944007.250000 Penalty: 3181.726074
	Iteration 25Q: 3 clusters Score -1944007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1944019.500000 Penalty: 3181.726074
	Iteration 26Q: 3 clusters Score -1944020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1944029.875000 Penalty: 3181.726074
	Iteration 27Q: 3 clusters Score -1944030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1944032.375000 Penalty: 3181.726074
	Iteration 28Q: 3 clusters Score -1944032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1944040.000000 Penalty: 3181.726074
	Iteration 29Q: 3 clusters Score -1944040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1944043.875000 Penalty: 3181.726074
	Iteration 30Q: 3 clusters Score -1944044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1944045.875000 Penalty: 3181.726074
	Iteration 31Q: 3 clusters Score -1944046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1944046.625000 Penalty: 3181.726074
	Iteration 32Q: 3 clusters Score -1944047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1944046.500000 Penalty: 3181.726074
	Iteration 33Q: 3 clusters Score -1944046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1944046.500000 Penalty: 3181.726074
	Iteration 34F: 3 clusters Score -1944046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -256828.125000 Penalty: 1278.777832
	Iteration 0F: 2 clusters Score -256828.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -254322.109375 Penalty: 2557.555664
	Iteration 0F: 3 clusters Score -254322.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -254986.953125 Penalty: 2557.555664
	Iteration 1F: 3 clusters Score -254987 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -255152.015625 Penalty: 2557.555664
	Iteration 2F: 3 clusters Score -255152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -255290.703125 Penalty: 2557.555664
	Iteration 3F: 3 clusters Score -255290.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -255406.390625 Penalty: 2557.555664
	Iteration 4Q: 3 clusters Score -255406.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255501.437500 Penalty: 2557.555664
	Iteration 5Q: 3 clusters Score -255501.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -255596.000000 Penalty: 2557.555664
	Iteration 6Q: 3 clusters Score -255596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -255663.531250 Penalty: 2557.555664
	Iteration 7Q: 3 clusters Score -255663.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -255711.203125 Penalty: 2557.555664
	Iteration 8Q: 3 clusters Score -255711.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -255754.921875 Penalty: 2557.555664
	Iteration 9Q: 3 clusters Score -255754.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -255793.406250 Penalty: 2557.555664
	Iteration 10Q: 3 clusters Score -255793.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -255822.875000 Penalty: 2557.555664
	Iteration 11Q: 3 clusters Score -255822.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -255841.406250 Penalty: 2557.555664
	Iteration 12Q: 3 clusters Score -255841.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -255866.359375 Penalty: 2557.555664
	Iteration 13Q: 3 clusters Score -255866.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -255895.046875 Penalty: 2557.555664
	Iteration 14Q: 3 clusters Score -255895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255935.031250 Penalty: 2557.555664
	Iteration 15Q: 3 clusters Score -255935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -255970.390625 Penalty: 2557.555664
	Iteration 16Q: 3 clusters Score -255970.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -256007.296875 Penalty: 2557.555664
	Iteration 17Q: 3 clusters Score -256007.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -256037.796875 Penalty: 2557.555664
	Iteration 18Q: 3 clusters Score -256037.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -256079.250000 Penalty: 2557.555664
	Iteration 19Q: 3 clusters Score -256079.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -256138.015625 Penalty: 2557.555664
	Iteration 20F: 3 clusters Score -256138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -256191.234375 Penalty: 2557.555664
	Iteration 21Q: 3 clusters Score -256191.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -256236.375000 Penalty: 2557.555664
	Iteration 22Q: 3 clusters Score -256236.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -256265.484375 Penalty: 2557.555664
	Iteration 23Q: 3 clusters Score -256265.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -256283.484375 Penalty: 2557.555664
	Iteration 24Q: 3 clusters Score -256283.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -256295.531250 Penalty: 2557.555664
	Iteration 25Q: 3 clusters Score -256295.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -256308.640625 Penalty: 2557.555664
	Iteration 26Q: 3 clusters Score -256308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -256323.390625 Penalty: 2557.555664
	Iteration 27Q: 3 clusters Score -256323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -256335.046875 Penalty: 2557.555664
	Iteration 28Q: 3 clusters Score -256335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -256355.875000 Penalty: 2557.555664
	Iteration 29Q: 3 clusters Score -256355.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -256377.187500 Penalty: 2557.555664
	Iteration 30Q: 3 clusters Score -256377.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -256415.984375 Penalty: 2557.555664
	Iteration 31Q: 3 clusters Score -256416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -256443.250000 Penalty: 2557.555664
	Iteration 32Q: 3 clusters Score -256443.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -256465.265625 Penalty: 2557.555664
	Iteration 33Q: 3 clusters Score -256465.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -256481.109375 Penalty: 2557.555664
	Iteration 34Q: 3 clusters Score -256481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -256493.375000 Penalty: 2557.555664
	Iteration 35Q: 3 clusters Score -256493.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -256504.859375 Penalty: 2557.555664
	Iteration 36Q: 3 clusters Score -256504.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -256520.406250 Penalty: 2557.555664
	Iteration 37Q: 3 clusters Score -256520.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -256531.968750 Penalty: 2557.555664
	Iteration 38Q: 3 clusters Score -256532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -256540.375000 Penalty: 2557.555664
	Iteration 39Q: 3 clusters Score -256540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -256546.593750 Penalty: 2557.555664
	Iteration 40F: 3 clusters Score -256546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -256547.875000 Penalty: 2557.555664
	Iteration 41Q: 3 clusters Score -256547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -256547.937500 Penalty: 2557.555664
	Iteration 42Q: 3 clusters Score -256547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -256547.937500 Penalty: 2557.555664
	Iteration 43F: 3 clusters Score -256547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Entering Unmasked Estep 
Score: -9691296.000000 Penalty: 1851.975708
	Iteration 0F: 2 clusters Score -9691296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -9631928.000000 Penalty: 3703.951416
	Iteration 0F: 3 clusters Score -9631928 nChanged 42336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -9656277.000000 Penalty: 3703.951416
	Iteration 1F: 3 clusters Score -9656277 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -9657012.000000 Penalty: 3703.951416
	Iteration 2Q: 3 clusters Score -9657012 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -9657874.000000 Penalty: 3703.951416
	Iteration 3Q: 3 clusters Score -9657874 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -9659079.000000 Penalty: 3703.951416
	Iteration 4Q: 3 clusters Score -9659079 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -9660618.000000 Penalty: 3703.951416
	Iteration 5Q: 3 clusters Score -9660618 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -9662422.000000 Penalty: 3703.951416
	Iteration 6Q: 3 clusters Score -9662422 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -9664712.000000 Penalty: 3703.951416
	Iteration 7F: 3 clusters Score -9664712 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -9667116.000000 Penalty: 3703.951416
	Iteration 8F: 3 clusters Score -9667116 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -9669748.000000 Penalty: 3703.951416
	Iteration 9F: 3 clusters Score -9669748 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -9672471.000000 Penalty: 3703.951416
	Iteration 10Q: 3 clusters Score -9672471 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -9675377.000000 Penalty: 3703.951416
	Iteration 11Q: 3 clusters Score -9675377 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -9678268.000000 Penalty: 3703.951416
	Iteration 12Q: 3 clusters Score -9678268 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -9680904.000000 Penalty: 3703.951416
	Iteration 13Q: 3 clusters Score -9680904 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -9682755.000000 Penalty: 3703.951416
	Iteration 14Q: 3 clusters Score -9682755 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -9684157.000000 Penalty: 3703.951416
	Iteration 15Q: 3 clusters Score -9684157 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -9685064.000000 Penalty: 3703.951416
	Iteration 16Q: 3 clusters Score -9685064 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -9685909.000000 Penalty: 3703.951416
	Iteration 17Q: 3 clusters Score -9685909 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -9686539.000000 Penalty: 3703.951416
	Iteration 18Q: 3 clusters Score -9686539 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -9687134.000000 Penalty: 3703.951416
	Iteration 19Q: 3 clusters Score -9687134 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9687615.000000 Penalty: 3703.951416
	Iteration 20F: 3 clusters Score -9687615 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -9687953.000000 Penalty: 3703.951416
	Iteration 21Q: 3 clusters Score -9687953 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -9688309.000000 Penalty: 3703.951416
	Iteration 22Q: 3 clusters Score -9688309 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9688636.000000 Penalty: 3703.951416
	Iteration 23Q: 3 clusters Score -9688636 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9688873.000000 Penalty: 3703.951416
	Iteration 24Q: 3 clusters Score -9688873 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9689102.000000 Penalty: 3703.951416
	Iteration 25Q: 3 clusters Score -9689102 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9689232.000000 Penalty: 3703.951416
	Iteration 26Q: 3 clusters Score -9689232 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9689371.000000 Penalty: 3703.951416
	Iteration 27Q: 3 clusters Score -9689371 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9689470.000000 Penalty: 3703.951416
	Iteration 28Q: 3 clusters Score -9689470 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9689515.000000 Penalty: 3703.951416
	Iteration 29Q: 3 clusters Score -9689515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9689586.000000 Penalty: 3703.951416
	Iteration 30Q: 3 clusters Score -9689586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9689641.000000 Penalty: 3703.951416
	Iteration 31Q: 3 clusters Score -9689641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9689690.000000 Penalty: 3703.951416
	Iteration 32Q: 3 clusters Score -9689690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9689710.000000 Penalty: 3703.951416
	Iteration 33Q: 3 clusters Score -9689710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9689732.000000 Penalty: 3703.951416
	Iteration 34Q: 3 clusters Score -9689732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9689740.000000 Penalty: 3703.951416
	Iteration 35Q: 3 clusters Score -9689740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9689786.000000 Penalty: 3703.951416
	Iteration 36Q: 3 clusters Score -9689786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9689796.000000 Penalty: 3703.951416
	Iteration 37Q: 3 clusters Score -9689796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9689801.000000 Penalty: 3703.951416
	Iteration 38Q: 3 clusters Score -9689801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9689802.000000 Penalty: 3703.951416
	Iteration 39Q: 3 clusters Score -9689802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9689811.000000 Penalty: 3703.951416
	Iteration 40F: 3 clusters Score -9689811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9689813.000000 Penalty: 3703.951416
	Iteration 41Q: 3 clusters Score -9689813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9689806.000000 Penalty: 3703.951416
	Iteration 42Q: 3 clusters Score -9689806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9689813.000000 Penalty: 3703.951416
	Iteration 43Q: 3 clusters Score -9689813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9689817.000000 Penalty: 3703.951416
	Iteration 44Q: 3 clusters Score -9689817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9689817.000000 Penalty: 3703.951416
	Iteration 45F: 3 clusters Score -9689817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1071613.375000 Penalty: 1505.211182
	Iteration 0F: 2 clusters Score -1071613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1064197.375000 Penalty: 3010.422363
	Iteration 0F: 3 clusters Score -1064197 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1066581.375000 Penalty: 3010.422363
	Iteration 1F: 3 clusters Score -1066581 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1066837.625000 Penalty: 3010.422363
	Iteration 2F: 3 clusters Score -1066838 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1067027.375000 Penalty: 3010.422363
	Iteration 3Q: 3 clusters Score -1067027 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1067234.625000 Penalty: 3010.422363
	Iteration 4Q: 3 clusters Score -1067235 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1067471.875000 Penalty: 3010.422363
	Iteration 5Q: 3 clusters Score -1067472 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1067744.125000 Penalty: 3010.422363
	Iteration 6Q: 3 clusters Score -1067744 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1068099.500000 Penalty: 3010.422363
	Iteration 7F: 3 clusters Score -1068100 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1068555.375000 Penalty: 3010.422363
	Iteration 8F: 3 clusters Score -1068555 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1069005.125000 Penalty: 3010.422363
	Iteration 9F: 3 clusters Score -1069005 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1069387.750000 Penalty: 3010.422363
	Iteration 10F: 3 clusters Score -1069388 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1069642.000000 Penalty: 3010.422363
	Iteration 11Q: 3 clusters Score -1069642 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1069813.750000 Penalty: 3010.422363
	Iteration 12Q: 3 clusters Score -1069814 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1069954.750000 Penalty: 3010.422363
	Iteration 13Q: 3 clusters Score -1069955 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1070069.000000 Penalty: 3010.422363
	Iteration 14Q: 3 clusters Score -1070069 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1070154.875000 Penalty: 3010.422363
	Iteration 15Q: 3 clusters Score -1070155 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1070220.375000 Penalty: 3010.422363
	Iteration 16Q: 3 clusters Score -1070220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1070282.375000 Penalty: 3010.422363
	Iteration 17Q: 3 clusters Score -1070282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1070326.500000 Penalty: 3010.422363
	Iteration 18Q: 3 clusters Score -1070326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1070357.625000 Penalty: 3010.422363
	Iteration 19Q: 3 clusters Score -1070358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1070372.125000 Penalty: 3010.422363
	Iteration 20F: 3 clusters Score -1070372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1070382.375000 Penalty: 3010.422363
	Iteration 21Q: 3 clusters Score -1070382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1070386.500000 Penalty: 3010.422363
	Iteration 22Q: 3 clusters Score -1070386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1070393.375000 Penalty: 3010.422363
	Iteration 23Q: 3 clusters Score -1070393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1070395.375000 Penalty: 3010.422363
	Iteration 24Q: 3 clusters Score -1070395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1070396.625000 Penalty: 3010.422363
	Iteration 25Q: 3 clusters Score -1070397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1070399.250000 Penalty: 3010.422363
	Iteration 26Q: 3 clusters Score -1070399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1070398.875000 Penalty: 3010.422363
	Iteration 27Q: 3 clusters Score -1070399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1070400.500000 Penalty: 3010.422363
	Iteration 28Q: 3 clusters Score -1070400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1070400.875000 Penalty: 3010.422363
	Iteration 29Q: 3 clusters Score -1070401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1070404.000000 Penalty: 3010.422363
	Iteration 30Q: 3 clusters Score -1070404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1070406.875000 Penalty: 3010.422363
	Iteration 31Q: 3 clusters Score -1070407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1070410.375000 Penalty: 3010.422363
	Iteration 32Q: 3 clusters Score -1070410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1070412.875000 Penalty: 3010.422363
	Iteration 33Q: 3 clusters Score -1070413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1070416.750000 Penalty: 3010.422363
	Iteration 34Q: 3 clusters Score -1070417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1070425.000000 Penalty: 3010.422363
	Iteration 35Q: 3 clusters Score -1070425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1070434.000000 Penalty: 3010.422363
	Iteration 36Q: 3 clusters Score -1070434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1070438.375000 Penalty: 3010.422363
	Iteration 37Q: 3 clusters Score -1070438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1070439.000000 Penalty: 3010.422363
	Iteration 38Q: 3 clusters Score -1070439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1070439.250000 Penalty: 3010.422363
	Iteration 39Q: 3 clusters Score -1070439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1070441.000000 Penalty: 3010.422363
	Iteration 40F: 3 clusters Score -1070441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Entering Unmasked Estep 
Score: -702213.375000 Penalty: 1435.413940
	Iteration 0F: 2 clusters Score -702213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -697082.687500 Penalty: 2870.827881
	Iteration 0F: 3 clusters Score -697082.7 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -698549.562500 Penalty: 2870.827881
	Iteration 1F: 3 clusters Score -698549.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -698761.125000 Penalty: 2870.827881
	Iteration 2F: 3 clusters Score -698761.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -698922.125000 Penalty: 2870.827881
	Iteration 3F: 3 clusters Score -698922.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -699075.625000 Penalty: 2870.827881
	Iteration 4Q: 3 clusters Score -699075.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -699220.687500 Penalty: 2870.827881
	Iteration 5Q: 3 clusters Score -699220.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -699367.812500 Penalty: 2870.827881
	Iteration 6Q: 3 clusters Score -699367.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -699515.125000 Penalty: 2870.827881
	Iteration 7Q: 3 clusters Score -699515.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -699651.812500 Penalty: 2870.827881
	Iteration 8Q: 3 clusters Score -699651.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -699811.750000 Penalty: 2870.827881
	Iteration 9Q: 3 clusters Score -699811.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -699948.750000 Penalty: 2870.827881
	Iteration 10Q: 3 clusters Score -699948.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -700036.875000 Penalty: 2870.827881
	Iteration 11Q: 3 clusters Score -700036.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -700108.687500 Penalty: 2870.827881
	Iteration 12Q: 3 clusters Score -700108.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -700172.875000 Penalty: 2870.827881
	Iteration 13Q: 3 clusters Score -700172.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -700225.250000 Penalty: 2870.827881
	Iteration 14Q: 3 clusters Score -700225.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -700268.562500 Penalty: 2870.827881
	Iteration 15Q: 3 clusters Score -700268.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -700316.375000 Penalty: 2870.827881
	Iteration 16Q: 3 clusters Score -700316.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -700357.562500 Penalty: 2870.827881
	Iteration 17Q: 3 clusters Score -700357.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -700393.937500 Penalty: 2870.827881
	Iteration 18Q: 3 clusters Score -700393.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -700423.812500 Penalty: 2870.827881
	Iteration 19Q: 3 clusters Score -700423.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -700440.812500 Penalty: 2870.827881
	Iteration 20F: 3 clusters Score -700440.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -700457.500000 Penalty: 2870.827881
	Iteration 21Q: 3 clusters Score -700457.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -700470.125000 Penalty: 2870.827881
	Iteration 22Q: 3 clusters Score -700470.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -700480.437500 Penalty: 2870.827881
	Iteration 23Q: 3 clusters Score -700480.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -700485.750000 Penalty: 2870.827881
	Iteration 24Q: 3 clusters Score -700485.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -700490.250000 Penalty: 2870.827881
	Iteration 25Q: 3 clusters Score -700490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -700492.187500 Penalty: 2870.827881
	Iteration 26Q: 3 clusters Score -700492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -700494.187500 Penalty: 2870.827881
	Iteration 27Q: 3 clusters Score -700494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -700495.500000 Penalty: 2870.827881
	Iteration 28Q: 3 clusters Score -700495.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -700495.937500 Penalty: 2870.827881
	Iteration 29Q: 3 clusters Score -700495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -700497.250000 Penalty: 2870.827881
	Iteration 30Q: 3 clusters Score -700497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -700499.375000 Penalty: 2870.827881
	Iteration 31Q: 3 clusters Score -700499.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -700501.562500 Penalty: 2870.827881
	Iteration 32Q: 3 clusters Score -700501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -700502.000000 Penalty: 2870.827881
	Iteration 33Q: 3 clusters Score -700502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -700501.812500 Penalty: 2870.827881
	Iteration 34Q: 3 clusters Score -700501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -700503.125000 Penalty: 2870.827881
	Iteration 35Q: 3 clusters Score -700503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -700503.062500 Penalty: 2870.827881
	Iteration 36Q: 3 clusters Score -700503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -700503.062500 Penalty: 2870.827881
	Iteration 37F: 3 clusters Score -700503.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -331795.250000 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -331795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -328812.937500 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -328812.9 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329685.625000 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -329685.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329999.875000 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -329999.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -330204.875000 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -330204.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -330371.218750 Penalty: 2641.790039
	Iteration 4F: 3 clusters Score -330371.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -330530.718750 Penalty: 2641.790039
	Iteration 5F: 3 clusters Score -330530.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -330737.875000 Penalty: 2641.790039
	Iteration 6F: 3 clusters Score -330737.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -330978.937500 Penalty: 2641.790039
	Iteration 7F: 3 clusters Score -330978.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -331172.062500 Penalty: 2641.790039
	Iteration 8F: 3 clusters Score -331172.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -331305.406250 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -331305.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -331384.656250 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -331384.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -331439.437500 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -331439.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -331467.687500 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -331467.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -331487.218750 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -331487.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -331500.812500 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -331500.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -331513.156250 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -331513.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -331520.000000 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -331520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -331522.312500 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -331522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -331525.750000 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -331525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -331531.000000 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -331531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -331535.062500 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -331535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -331537.812500 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -331537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -331540.343750 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -331540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -331542.093750 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -331542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -331544.687500 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -331544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -331545.250000 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -331545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -331546.125000 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -331546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -331546.437500 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -331546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -331547.531250 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -331547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -331547.531250 Penalty: 2641.790039
	Iteration 29F: 3 clusters Score -331547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -437109.906250 Penalty: 1348.391235
	Iteration 0F: 2 clusters Score -437109.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -433764.312500 Penalty: 2696.782471
	Iteration 0F: 3 clusters Score -433764.3 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -434554.875000 Penalty: 2696.782471
	Iteration 1F: 3 clusters Score -434554.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -434691.468750 Penalty: 2696.782471
	Iteration 2F: 3 clusters Score -434691.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -434786.156250 Penalty: 2696.782471
	Iteration 3Q: 3 clusters Score -434786.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -434861.781250 Penalty: 2696.782471
	Iteration 4Q: 3 clusters Score -434861.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -434914.562500 Penalty: 2696.782471
	Iteration 5Q: 3 clusters Score -434914.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -434964.281250 Penalty: 2696.782471
	Iteration 6Q: 3 clusters Score -434964.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -435002.187500 Penalty: 2696.782471
	Iteration 7Q: 3 clusters Score -435002.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -435036.625000 Penalty: 2696.782471
	Iteration 8Q: 3 clusters Score -435036.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -435070.437500 Penalty: 2696.782471
	Iteration 9Q: 3 clusters Score -435070.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -435106.000000 Penalty: 2696.782471
	Iteration 10Q: 3 clusters Score -435106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -435137.656250 Penalty: 2696.782471
	Iteration 11Q: 3 clusters Score -435137.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -435172.000000 Penalty: 2696.782471
	Iteration 12Q: 3 clusters Score -435172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -435206.062500 Penalty: 2696.782471
	Iteration 13Q: 3 clusters Score -435206.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -435243.500000 Penalty: 2696.782471
	Iteration 14Q: 3 clusters Score -435243.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -435276.906250 Penalty: 2696.782471
	Iteration 15Q: 3 clusters Score -435276.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -435319.625000 Penalty: 2696.782471
	Iteration 16Q: 3 clusters Score -435319.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -435370.031250 Penalty: 2696.782471
	Iteration 17Q: 3 clusters Score -435370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -435418.718750 Penalty: 2696.782471
	Iteration 18Q: 3 clusters Score -435418.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -435472.875000 Penalty: 2696.782471
	Iteration 19Q: 3 clusters Score -435472.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -435524.906250 Penalty: 2696.782471
	Iteration 20F: 3 clusters Score -435524.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -435576.093750 Penalty: 2696.782471
	Iteration 21Q: 3 clusters Score -435576.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -435625.406250 Penalty: 2696.782471
	Iteration 22Q: 3 clusters Score -435625.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -435684.781250 Penalty: 2696.782471
	Iteration 23Q: 3 clusters Score -435684.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -435741.750000 Penalty: 2696.782471
	Iteration 24Q: 3 clusters Score -435741.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -435805.625000 Penalty: 2696.782471
	Iteration 25Q: 3 clusters Score -435805.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -435874.437500 Penalty: 2696.782471
	Iteration 26Q: 3 clusters Score -435874.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -435922.750000 Penalty: 2696.782471
	Iteration 27Q: 3 clusters Score -435922.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -435958.812500 Penalty: 2696.782471
	Iteration 28Q: 3 clusters Score -435958.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -435975.937500 Penalty: 2696.782471
	Iteration 29Q: 3 clusters Score -435975.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -435986.406250 Penalty: 2696.782471
	Iteration 30Q: 3 clusters Score -435986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -435996.656250 Penalty: 2696.782471
	Iteration 31Q: 3 clusters Score -435996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -436004.906250 Penalty: 2696.782471
	Iteration 32Q: 3 clusters Score -436004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -436008.000000 Penalty: 2696.782471
	Iteration 33Q: 3 clusters Score -436008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -436010.062500 Penalty: 2696.782471
	Iteration 34Q: 3 clusters Score -436010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -436012.843750 Penalty: 2696.782471
	Iteration 35Q: 3 clusters Score -436012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -436013.937500 Penalty: 2696.782471
	Iteration 36Q: 3 clusters Score -436013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -436013.906250 Penalty: 2696.782471
	Iteration 37Q: 3 clusters Score -436013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -436014.812500 Penalty: 2696.782471
	Iteration 38Q: 3 clusters Score -436014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -436014.687500 Penalty: 2696.782471
	Iteration 39Q: 3 clusters Score -436014.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -436014.687500 Penalty: 2696.782471
	Iteration 40F: 3 clusters Score -436014.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Entering Unmasked Estep 
Score: -1329503.000000 Penalty: 1542.287231
	Iteration 0F: 2 clusters Score -1329503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1320279.125000 Penalty: 3084.574463
	Iteration 0F: 3 clusters Score -1320279 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1323848.875000 Penalty: 3084.574463
	Iteration 1F: 3 clusters Score -1323849 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1324565.375000 Penalty: 3084.574463
	Iteration 2F: 3 clusters Score -1324565 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1325203.750000 Penalty: 3084.574463
	Iteration 3F: 3 clusters Score -1325204 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1325726.750000 Penalty: 3084.574463
	Iteration 4F: 3 clusters Score -1325727 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1326139.625000 Penalty: 3084.574463
	Iteration 5F: 3 clusters Score -1326140 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1326484.000000 Penalty: 3084.574463
	Iteration 6Q: 3 clusters Score -1326484 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1326746.500000 Penalty: 3084.574463
	Iteration 7Q: 3 clusters Score -1326746 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1326961.750000 Penalty: 3084.574463
	Iteration 8Q: 3 clusters Score -1326962 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1327132.125000 Penalty: 3084.574463
	Iteration 9Q: 3 clusters Score -1327132 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1327270.250000 Penalty: 3084.574463
	Iteration 10Q: 3 clusters Score -1327270 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1327406.375000 Penalty: 3084.574463
	Iteration 11Q: 3 clusters Score -1327406 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1327541.750000 Penalty: 3084.574463
	Iteration 12Q: 3 clusters Score -1327542 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1327669.375000 Penalty: 3084.574463
	Iteration 13Q: 3 clusters Score -1327669 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1327780.250000 Penalty: 3084.574463
	Iteration 14Q: 3 clusters Score -1327780 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1327904.750000 Penalty: 3084.574463
	Iteration 15Q: 3 clusters Score -1327905 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1328022.625000 Penalty: 3084.574463
	Iteration 16Q: 3 clusters Score -1328023 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1328142.000000 Penalty: 3084.574463
	Iteration 17Q: 3 clusters Score -1328142 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1328239.625000 Penalty: 3084.574463
	Iteration 18Q: 3 clusters Score -1328240 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1328311.000000 Penalty: 3084.574463
	Iteration 19Q: 3 clusters Score -1328311 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1328359.125000 Penalty: 3084.574463
	Iteration 20F: 3 clusters Score -1328359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1328389.000000 Penalty: 3084.574463
	Iteration 21Q: 3 clusters Score -1328389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1328413.750000 Penalty: 3084.574463
	Iteration 22Q: 3 clusters Score -1328414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1328450.250000 Penalty: 3084.574463
	Iteration 23Q: 3 clusters Score -1328450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1328476.875000 Penalty: 3084.574463
	Iteration 24Q: 3 clusters Score -1328477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1328499.750000 Penalty: 3084.574463
	Iteration 25Q: 3 clusters Score -1328500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1328529.500000 Penalty: 3084.574463
	Iteration 26Q: 3 clusters Score -1328530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1328555.125000 Penalty: 3084.574463
	Iteration 27Q: 3 clusters Score -1328555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1328586.875000 Penalty: 3084.574463
	Iteration 28Q: 3 clusters Score -1328587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1328612.125000 Penalty: 3084.574463
	Iteration 29Q: 3 clusters Score -1328612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1328645.750000 Penalty: 3084.574463
	Iteration 30Q: 3 clusters Score -1328646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1328667.000000 Penalty: 3084.574463
	Iteration 31Q: 3 clusters Score -1328667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1328702.500000 Penalty: 3084.574463
	Iteration 32Q: 3 clusters Score -1328702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1328724.250000 Penalty: 3084.574463
	Iteration 33Q: 3 clusters Score -1328724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1328741.000000 Penalty: 3084.574463
	Iteration 34Q: 3 clusters Score -1328741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1328754.500000 Penalty: 3084.574463
	Iteration 35Q: 3 clusters Score -1328754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1328773.625000 Penalty: 3084.574463
	Iteration 36Q: 3 clusters Score -1328774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1328782.875000 Penalty: 3084.574463
	Iteration 37Q: 3 clusters Score -1328783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1328784.375000 Penalty: 3084.574463
	Iteration 38Q: 3 clusters Score -1328784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1328789.375000 Penalty: 3084.574463
	Iteration 39Q: 3 clusters Score -1328789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1328790.750000 Penalty: 3084.574463
	Iteration 40F: 3 clusters Score -1328791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1328793.625000 Penalty: 3084.574463
	Iteration 41Q: 3 clusters Score -1328794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1328799.125000 Penalty: 3084.574463
	Iteration 42Q: 3 clusters Score -1328799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1328801.500000 Penalty: 3084.574463
	Iteration 43Q: 3 clusters Score -1328802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1328804.625000 Penalty: 3084.574463
	Iteration 44Q: 3 clusters Score -1328805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1328805.375000 Penalty: 3084.574463
	Iteration 45Q: 3 clusters Score -1328805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1328808.250000 Penalty: 3084.574463
	Iteration 46Q: 3 clusters Score -1328808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1328808.500000 Penalty: 3084.574463
	Iteration 47Q: 3 clusters Score -1328808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1328810.000000 Penalty: 3084.574463
	Iteration 48Q: 3 clusters Score -1328810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1328810.000000 Penalty: 3084.574463
	Iteration 49Q: 3 clusters Score -1328810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1328810.000000 Penalty: 3084.574463
	Iteration 50F: 3 clusters Score -1328810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -75783.242188 Penalty: 1101.182373
	Iteration 0F: 2 clusters Score -75783.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74459.875000 Penalty: 2202.364746
	Iteration 0F: 3 clusters Score -74459.88 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74754.546875 Penalty: 2202.364746
	Iteration 1F: 3 clusters Score -74754.55 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74855.578125 Penalty: 2202.364746
	Iteration 2F: 3 clusters Score -74855.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74905.078125 Penalty: 2202.364746
	Iteration 3Q: 3 clusters Score -74905.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74947.460938 Penalty: 2202.364746
	Iteration 4Q: 3 clusters Score -74947.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74979.601562 Penalty: 2202.364746
	Iteration 5Q: 3 clusters Score -74979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74995.359375 Penalty: 2202.364746
	Iteration 6Q: 3 clusters Score -74995.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75013.351562 Penalty: 2202.364746
	Iteration 7Q: 3 clusters Score -75013.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75027.132812 Penalty: 2202.364746
	Iteration 8Q: 3 clusters Score -75027.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75042.070312 Penalty: 2202.364746
	Iteration 9Q: 3 clusters Score -75042.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75047.156250 Penalty: 2202.364746
	Iteration 10Q: 3 clusters Score -75047.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75052.781250 Penalty: 2202.364746
	Iteration 11Q: 3 clusters Score -75052.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75056.328125 Penalty: 2202.364746
	Iteration 12Q: 3 clusters Score -75056.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75061.921875 Penalty: 2202.364746
	Iteration 13Q: 3 clusters Score -75061.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75070.679688 Penalty: 2202.364746
	Iteration 14Q: 3 clusters Score -75070.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75075.468750 Penalty: 2202.364746
	Iteration 15Q: 3 clusters Score -75075.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75080.210938 Penalty: 2202.364746
	Iteration 16Q: 3 clusters Score -75080.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75107.414062 Penalty: 2202.364746
	Iteration 17Q: 3 clusters Score -75107.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75120.304688 Penalty: 2202.364746
	Iteration 18Q: 3 clusters Score -75120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75127.773438 Penalty: 2202.364746
	Iteration 19Q: 3 clusters Score -75127.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75132.367188 Penalty: 2202.364746
	Iteration 20F: 3 clusters Score -75132.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75133.929688 Penalty: 2202.364746
	Iteration 21Q: 3 clusters Score -75133.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75133.929688 Penalty: 2202.364746
	Iteration 22F: 3 clusters Score -75133.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Entering Unmasked Estep 
Score: -4278341.500000 Penalty: 1724.852051
	Iteration 0F: 2 clusters Score -4278342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4251141.000000 Penalty: 3449.704102
	Iteration 0F: 3 clusters Score -4251141 nChanged 18819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4261982.500000 Penalty: 3449.704102
	Iteration 1F: 3 clusters Score -4261982 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4262904.000000 Penalty: 3449.704102
	Iteration 2Q: 3 clusters Score -4262904 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -4263994.000000 Penalty: 3449.704102
	Iteration 3F: 3 clusters Score -4263994 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4265051.500000 Penalty: 3449.704102
	Iteration 4F: 3 clusters Score -4265052 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4265979.000000 Penalty: 3449.704102
	Iteration 5F: 3 clusters Score -4265979 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4266809.000000 Penalty: 3449.704102
	Iteration 6Q: 3 clusters Score -4266809 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4267610.000000 Penalty: 3449.704102
	Iteration 7Q: 3 clusters Score -4267610 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4268526.500000 Penalty: 3449.704102
	Iteration 8Q: 3 clusters Score -4268526 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -4269663.000000 Penalty: 3449.704102
	Iteration 9Q: 3 clusters Score -4269663 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4271036.500000 Penalty: 3449.704102
	Iteration 10F: 3 clusters Score -4271036 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4272557.000000 Penalty: 3449.704102
	Iteration 11Q: 3 clusters Score -4272557 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4273983.000000 Penalty: 3449.704102
	Iteration 12Q: 3 clusters Score -4273983 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4275154.000000 Penalty: 3449.704102
	Iteration 13Q: 3 clusters Score -4275154 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4275940.000000 Penalty: 3449.704102
	Iteration 14Q: 3 clusters Score -4275940 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4276458.500000 Penalty: 3449.704102
	Iteration 15Q: 3 clusters Score -4276458 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4276774.000000 Penalty: 3449.704102
	Iteration 16Q: 3 clusters Score -4276774 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4276990.500000 Penalty: 3449.704102
	Iteration 17Q: 3 clusters Score -4276990 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4277104.500000 Penalty: 3449.704102
	Iteration 18Q: 3 clusters Score -4277104 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4277200.500000 Penalty: 3449.704102
	Iteration 19Q: 3 clusters Score -4277200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4277256.000000 Penalty: 3449.704102
	Iteration 20F: 3 clusters Score -4277256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4277300.000000 Penalty: 3449.704102
	Iteration 21Q: 3 clusters Score -4277300 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4277317.000000 Penalty: 3449.704102
	Iteration 22Q: 3 clusters Score -4277317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4277353.000000 Penalty: 3449.704102
	Iteration 23Q: 3 clusters Score -4277353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4277363.500000 Penalty: 3449.704102
	Iteration 24Q: 3 clusters Score -4277364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4277387.000000 Penalty: 3449.704102
	Iteration 25Q: 3 clusters Score -4277387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4277402.000000 Penalty: 3449.704102
	Iteration 26Q: 3 clusters Score -4277402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4277422.500000 Penalty: 3449.704102
	Iteration 27Q: 3 clusters Score -4277422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4277421.500000 Penalty: 3449.704102
	Iteration 28Q: 3 clusters Score -4277422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4277431.500000 Penalty: 3449.704102
	Iteration 29Q: 3 clusters Score -4277432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4277432.500000 Penalty: 3449.704102
	Iteration 30Q: 3 clusters Score -4277432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4277450.000000 Penalty: 3449.704102
	Iteration 31Q: 3 clusters Score -4277450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4277447.500000 Penalty: 3449.704102
	Iteration 32Q: 3 clusters Score -4277448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4277441.500000 Penalty: 3449.704102
	Iteration 33Q: 3 clusters Score -4277442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4277440.000000 Penalty: 3449.704102
	Iteration 34Q: 3 clusters Score -4277440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4277447.500000 Penalty: 3449.704102
	Iteration 35Q: 3 clusters Score -4277448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4277448.000000 Penalty: 3449.704102
	Iteration 36Q: 3 clusters Score -4277448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4277448.500000 Penalty: 3449.704102
	Iteration 37Q: 3 clusters Score -4277448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4277448.500000 Penalty: 3449.704102
	Iteration 38Q: 3 clusters Score -4277448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4277449.000000 Penalty: 3449.704102
	Iteration 39Q: 3 clusters Score -4277449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4277447.500000 Penalty: 3449.704102
	Iteration 40F: 3 clusters Score -4277448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4277448.500000 Penalty: 3449.704102
	Iteration 41Q: 3 clusters Score -4277448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4277447.000000 Penalty: 3449.704102
	Iteration 42Q: 3 clusters Score -4277447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4277448.000000 Penalty: 3449.704102
	Iteration 43Q: 3 clusters Score -4277448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4277452.000000 Penalty: 3449.704102
	Iteration 44Q: 3 clusters Score -4277452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4277452.500000 Penalty: 3449.704102
	Iteration 45Q: 3 clusters Score -4277452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4277449.500000 Penalty: 3449.704102
	Iteration 46Q: 3 clusters Score -4277450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4277452.500000 Penalty: 3449.704102
	Iteration 47Q: 3 clusters Score -4277452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4277458.500000 Penalty: 3449.704102
	Iteration 48Q: 3 clusters Score -4277458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4277462.000000 Penalty: 3449.704102
	Iteration 49Q: 3 clusters Score -4277462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4277459.500000 Penalty: 3449.704102
	Iteration 50Q: 3 clusters Score -4277460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4277459.000000 Penalty: 3449.704102
	Iteration 51Q: 3 clusters Score -4277459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4277457.000000 Penalty: 3449.704102
	Iteration 52Q: 3 clusters Score -4277457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4277459.500000 Penalty: 3449.704102
	Iteration 53Q: 3 clusters Score -4277460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4277457.500000 Penalty: 3449.704102
	Iteration 54Q: 3 clusters Score -4277458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4277464.000000 Penalty: 3449.704102
	Iteration 55Q: 3 clusters Score -4277464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4277472.000000 Penalty: 3449.704102
	Iteration 56Q: 3 clusters Score -4277472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4277476.500000 Penalty: 3449.704102
	Iteration 57Q: 3 clusters Score -4277476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4277474.500000 Penalty: 3449.704102
	Iteration 58Q: 3 clusters Score -4277474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4277482.000000 Penalty: 3449.704102
	Iteration 59Q: 3 clusters Score -4277482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4277481.500000 Penalty: 3449.704102
	Iteration 60F: 3 clusters Score -4277482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4277480.000000 Penalty: 3449.704102
	Iteration 61Q: 3 clusters Score -4277480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4277483.000000 Penalty: 3449.704102
	Iteration 62Q: 3 clusters Score -4277483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4277478.000000 Penalty: 3449.704102
	Iteration 63Q: 3 clusters Score -4277478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4277489.000000 Penalty: 3449.704102
	Iteration 64Q: 3 clusters Score -4277489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4277484.000000 Penalty: 3449.704102
	Iteration 65Q: 3 clusters Score -4277484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4277489.000000 Penalty: 3449.704102
	Iteration 66Q: 3 clusters Score -4277489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4277497.000000 Penalty: 3449.704102
	Iteration 67Q: 3 clusters Score -4277497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4277500.000000 Penalty: 3449.704102
	Iteration 68Q: 3 clusters Score -4277500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4277500.500000 Penalty: 3449.704102
	Iteration 69Q: 3 clusters Score -4277500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4277501.500000 Penalty: 3449.704102
	Iteration 70Q: 3 clusters Score -4277502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4277501.500000 Penalty: 3449.704102
	Iteration 71F: 3 clusters Score -4277502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Entering Unmasked Estep 
Score: -1714445.375000 Penalty: 1580.596924
	Iteration 0F: 2 clusters Score -1714445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1702943.000000 Penalty: 3161.193848
	Iteration 0F: 3 clusters Score -1702943 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1707115.875000 Penalty: 3161.193848
	Iteration 1F: 3 clusters Score -1707116 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1707557.500000 Penalty: 3161.193848
	Iteration 2F: 3 clusters Score -1707558 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1707979.500000 Penalty: 3161.193848
	Iteration 3F: 3 clusters Score -1707980 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1708397.500000 Penalty: 3161.193848
	Iteration 4F: 3 clusters Score -1708398 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1708846.250000 Penalty: 3161.193848
	Iteration 5F: 3 clusters Score -1708846 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1709253.250000 Penalty: 3161.193848
	Iteration 6F: 3 clusters Score -1709253 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1709601.625000 Penalty: 3161.193848
	Iteration 7Q: 3 clusters Score -1709602 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1709942.500000 Penalty: 3161.193848
	Iteration 8Q: 3 clusters Score -1709942 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1710290.250000 Penalty: 3161.193848
	Iteration 9Q: 3 clusters Score -1710290 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1710645.875000 Penalty: 3161.193848
	Iteration 10Q: 3 clusters Score -1710646 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1711015.625000 Penalty: 3161.193848
	Iteration 11Q: 3 clusters Score -1711016 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1711419.125000 Penalty: 3161.193848
	Iteration 12Q: 3 clusters Score -1711419 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1711821.125000 Penalty: 3161.193848
	Iteration 13Q: 3 clusters Score -1711821 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1712168.625000 Penalty: 3161.193848
	Iteration 14Q: 3 clusters Score -1712169 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1712468.625000 Penalty: 3161.193848
	Iteration 15Q: 3 clusters Score -1712469 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1712690.125000 Penalty: 3161.193848
	Iteration 16Q: 3 clusters Score -1712690 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1712838.375000 Penalty: 3161.193848
	Iteration 17Q: 3 clusters Score -1712838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1712922.125000 Penalty: 3161.193848
	Iteration 18Q: 3 clusters Score -1712922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1712985.625000 Penalty: 3161.193848
	Iteration 19Q: 3 clusters Score -1712986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1713038.500000 Penalty: 3161.193848
	Iteration 20F: 3 clusters Score -1713038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1713072.000000 Penalty: 3161.193848
	Iteration 21Q: 3 clusters Score -1713072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1713095.875000 Penalty: 3161.193848
	Iteration 22Q: 3 clusters Score -1713096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1713117.375000 Penalty: 3161.193848
	Iteration 23Q: 3 clusters Score -1713117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1713130.375000 Penalty: 3161.193848
	Iteration 24Q: 3 clusters Score -1713130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1713148.375000 Penalty: 3161.193848
	Iteration 25Q: 3 clusters Score -1713148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1713152.250000 Penalty: 3161.193848
	Iteration 26Q: 3 clusters Score -1713152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1713163.750000 Penalty: 3161.193848
	Iteration 27Q: 3 clusters Score -1713164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1713168.500000 Penalty: 3161.193848
	Iteration 28Q: 3 clusters Score -1713168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1713173.250000 Penalty: 3161.193848
	Iteration 29Q: 3 clusters Score -1713173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1713173.625000 Penalty: 3161.193848
	Iteration 30Q: 3 clusters Score -1713174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1713173.625000 Penalty: 3161.193848
	Iteration 31Q: 3 clusters Score -1713174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1713177.000000 Penalty: 3161.193848
	Iteration 32Q: 3 clusters Score -1713177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1713178.875000 Penalty: 3161.193848
	Iteration 33Q: 3 clusters Score -1713179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1713178.875000 Penalty: 3161.193848
	Iteration 34Q: 3 clusters Score -1713179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1713178.875000 Penalty: 3161.193848
	Iteration 35F: 3 clusters Score -1713179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Entering Unmasked Estep 
Score: -1344123.250000 Penalty: 1532.407227
	Iteration 0F: 2 clusters Score -1344123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1335432.750000 Penalty: 3064.814453
	Iteration 0F: 3 clusters Score -1335433 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1338272.875000 Penalty: 3064.814453
	Iteration 1F: 3 clusters Score -1338273 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1338520.500000 Penalty: 3064.814453
	Iteration 2F: 3 clusters Score -1338520 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1338747.250000 Penalty: 3064.814453
	Iteration 3Q: 3 clusters Score -1338747 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1338961.875000 Penalty: 3064.814453
	Iteration 4Q: 3 clusters Score -1338962 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1339217.750000 Penalty: 3064.814453
	Iteration 5Q: 3 clusters Score -1339218 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1339529.375000 Penalty: 3064.814453
	Iteration 6Q: 3 clusters Score -1339529 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1339964.250000 Penalty: 3064.814453
	Iteration 7F: 3 clusters Score -1339964 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1340542.750000 Penalty: 3064.814453
	Iteration 8F: 3 clusters Score -1340543 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1341152.875000 Penalty: 3064.814453
	Iteration 9F: 3 clusters Score -1341153 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1341744.875000 Penalty: 3064.814453
	Iteration 10F: 3 clusters Score -1341745 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1342238.375000 Penalty: 3064.814453
	Iteration 11Q: 3 clusters Score -1342238 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1342549.375000 Penalty: 3064.814453
	Iteration 12Q: 3 clusters Score -1342549 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1342706.125000 Penalty: 3064.814453
	Iteration 13Q: 3 clusters Score -1342706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1342781.875000 Penalty: 3064.814453
	Iteration 14Q: 3 clusters Score -1342782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1342833.750000 Penalty: 3064.814453
	Iteration 15Q: 3 clusters Score -1342834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1342872.750000 Penalty: 3064.814453
	Iteration 16Q: 3 clusters Score -1342873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1342892.000000 Penalty: 3064.814453
	Iteration 17Q: 3 clusters Score -1342892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1342910.500000 Penalty: 3064.814453
	Iteration 18Q: 3 clusters Score -1342910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1342922.500000 Penalty: 3064.814453
	Iteration 19Q: 3 clusters Score -1342922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1342931.125000 Penalty: 3064.814453
	Iteration 20F: 3 clusters Score -1342931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1342941.250000 Penalty: 3064.814453
	Iteration 21Q: 3 clusters Score -1342941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1342950.375000 Penalty: 3064.814453
	Iteration 22Q: 3 clusters Score -1342950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1342953.250000 Penalty: 3064.814453
	Iteration 23Q: 3 clusters Score -1342953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1342958.625000 Penalty: 3064.814453
	Iteration 24Q: 3 clusters Score -1342959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1342958.750000 Penalty: 3064.814453
	Iteration 25Q: 3 clusters Score -1342959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1342960.875000 Penalty: 3064.814453
	Iteration 26Q: 3 clusters Score -1342961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1342962.500000 Penalty: 3064.814453
	Iteration 27Q: 3 clusters Score -1342962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1342965.750000 Penalty: 3064.814453
	Iteration 28Q: 3 clusters Score -1342966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1342969.625000 Penalty: 3064.814453
	Iteration 29Q: 3 clusters Score -1342970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1342976.375000 Penalty: 3064.814453
	Iteration 30Q: 3 clusters Score -1342976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1342977.000000 Penalty: 3064.814453
	Iteration 31Q: 3 clusters Score -1342977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1342979.500000 Penalty: 3064.814453
	Iteration 32Q: 3 clusters Score -1342980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1342981.875000 Penalty: 3064.814453
	Iteration 33Q: 3 clusters Score -1342982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1342981.875000 Penalty: 3064.814453
	Iteration 34F: 3 clusters Score -1342982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7598.503418 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -7598.503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7081.979004 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -7081.979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7138.064941 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -7138.065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7149.052734 Penalty: 1563.959961
	Iteration 2Q: 3 clusters Score -7149.053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7151.787598 Penalty: 1563.959961
	Iteration 3Q: 3 clusters Score -7151.788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7151.787598 Penalty: 1563.959961
	Iteration 4F: 3 clusters Score -7151.788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -532747.375000 Penalty: 1379.395630
	Iteration 0F: 2 clusters Score -532747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -528803.187500 Penalty: 2758.791260
	Iteration 0F: 3 clusters Score -528803.2 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -529852.312500 Penalty: 2758.791260
	Iteration 1F: 3 clusters Score -529852.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -530026.437500 Penalty: 2758.791260
	Iteration 2F: 3 clusters Score -530026.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -530172.250000 Penalty: 2758.791260
	Iteration 3F: 3 clusters Score -530172.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -530286.562500 Penalty: 2758.791260
	Iteration 4Q: 3 clusters Score -530286.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -530359.562500 Penalty: 2758.791260
	Iteration 5Q: 3 clusters Score -530359.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -530417.375000 Penalty: 2758.791260
	Iteration 6Q: 3 clusters Score -530417.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -530468.687500 Penalty: 2758.791260
	Iteration 7Q: 3 clusters Score -530468.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -530533.687500 Penalty: 2758.791260
	Iteration 8Q: 3 clusters Score -530533.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -530620.687500 Penalty: 2758.791260
	Iteration 9Q: 3 clusters Score -530620.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -530709.125000 Penalty: 2758.791260
	Iteration 10Q: 3 clusters Score -530709.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -530829.937500 Penalty: 2758.791260
	Iteration 11Q: 3 clusters Score -530829.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -530960.812500 Penalty: 2758.791260
	Iteration 12Q: 3 clusters Score -530960.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -531080.250000 Penalty: 2758.791260
	Iteration 13Q: 3 clusters Score -531080.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -531162.250000 Penalty: 2758.791260
	Iteration 14Q: 3 clusters Score -531162.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -531234.562500 Penalty: 2758.791260
	Iteration 15Q: 3 clusters Score -531234.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -531271.875000 Penalty: 2758.791260
	Iteration 16Q: 3 clusters Score -531271.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -531294.187500 Penalty: 2758.791260
	Iteration 17Q: 3 clusters Score -531294.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -531314.375000 Penalty: 2758.791260
	Iteration 18Q: 3 clusters Score -531314.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -531324.375000 Penalty: 2758.791260
	Iteration 19Q: 3 clusters Score -531324.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -531331.625000 Penalty: 2758.791260
	Iteration 20F: 3 clusters Score -531331.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -531336.875000 Penalty: 2758.791260
	Iteration 21Q: 3 clusters Score -531336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -531341.000000 Penalty: 2758.791260
	Iteration 22Q: 3 clusters Score -531341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -531346.375000 Penalty: 2758.791260
	Iteration 23Q: 3 clusters Score -531346.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -531351.062500 Penalty: 2758.791260
	Iteration 24Q: 3 clusters Score -531351.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -531355.562500 Penalty: 2758.791260
	Iteration 25Q: 3 clusters Score -531355.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -531363.125000 Penalty: 2758.791260
	Iteration 26Q: 3 clusters Score -531363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -531368.562500 Penalty: 2758.791260
	Iteration 27Q: 3 clusters Score -531368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -531370.187500 Penalty: 2758.791260
	Iteration 28Q: 3 clusters Score -531370.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -531373.375000 Penalty: 2758.791260
	Iteration 29Q: 3 clusters Score -531373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -531374.937500 Penalty: 2758.791260
	Iteration 30Q: 3 clusters Score -531374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -531376.937500 Penalty: 2758.791260
	Iteration 31Q: 3 clusters Score -531376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -531379.375000 Penalty: 2758.791260
	Iteration 32Q: 3 clusters Score -531379.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -531382.375000 Penalty: 2758.791260
	Iteration 33Q: 3 clusters Score -531382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -531384.687500 Penalty: 2758.791260
	Iteration 34Q: 3 clusters Score -531384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -531387.000000 Penalty: 2758.791260
	Iteration 35Q: 3 clusters Score -531387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -531388.562500 Penalty: 2758.791260
	Iteration 36Q: 3 clusters Score -531388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -531390.000000 Penalty: 2758.791260
	Iteration 37Q: 3 clusters Score -531390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -531389.312500 Penalty: 2758.791260
	Iteration 38Q: 3 clusters Score -531389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -531390.187500 Penalty: 2758.791260
	Iteration 39Q: 3 clusters Score -531390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -531390.187500 Penalty: 2758.791260
	Iteration 40F: 3 clusters Score -531390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -457224.125000 Penalty: 1362.864258
	Iteration 0F: 2 clusters Score -457224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -453607.031250 Penalty: 2725.728516
	Iteration 0F: 3 clusters Score -453607 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -454674.187500 Penalty: 2725.728516
	Iteration 1F: 3 clusters Score -454674.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -454966.937500 Penalty: 2725.728516
	Iteration 2F: 3 clusters Score -454966.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -455280.406250 Penalty: 2725.728516
	Iteration 3F: 3 clusters Score -455280.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -455604.312500 Penalty: 2725.728516
	Iteration 4F: 3 clusters Score -455604.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -455837.312500 Penalty: 2725.728516
	Iteration 5F: 3 clusters Score -455837.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -456005.406250 Penalty: 2725.728516
	Iteration 6Q: 3 clusters Score -456005.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -456135.687500 Penalty: 2725.728516
	Iteration 7Q: 3 clusters Score -456135.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -456221.156250 Penalty: 2725.728516
	Iteration 8Q: 3 clusters Score -456221.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -456295.468750 Penalty: 2725.728516
	Iteration 9Q: 3 clusters Score -456295.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -456359.812500 Penalty: 2725.728516
	Iteration 10Q: 3 clusters Score -456359.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -456438.593750 Penalty: 2725.728516
	Iteration 11Q: 3 clusters Score -456438.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -456509.687500 Penalty: 2725.728516
	Iteration 12Q: 3 clusters Score -456509.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -456578.281250 Penalty: 2725.728516
	Iteration 13Q: 3 clusters Score -456578.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -456651.843750 Penalty: 2725.728516
	Iteration 14Q: 3 clusters Score -456651.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -456705.718750 Penalty: 2725.728516
	Iteration 15Q: 3 clusters Score -456705.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -456731.125000 Penalty: 2725.728516
	Iteration 16Q: 3 clusters Score -456731.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -456747.156250 Penalty: 2725.728516
	Iteration 17Q: 3 clusters Score -456747.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -456757.531250 Penalty: 2725.728516
	Iteration 18Q: 3 clusters Score -456757.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -456768.156250 Penalty: 2725.728516
	Iteration 19Q: 3 clusters Score -456768.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -456777.968750 Penalty: 2725.728516
	Iteration 20F: 3 clusters Score -456778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -456788.843750 Penalty: 2725.728516
	Iteration 21Q: 3 clusters Score -456788.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -456797.562500 Penalty: 2725.728516
	Iteration 22Q: 3 clusters Score -456797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -456805.875000 Penalty: 2725.728516
	Iteration 23Q: 3 clusters Score -456805.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -456816.125000 Penalty: 2725.728516
	Iteration 24Q: 3 clusters Score -456816.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -456826.531250 Penalty: 2725.728516
	Iteration 25Q: 3 clusters Score -456826.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -456829.562500 Penalty: 2725.728516
	Iteration 26Q: 3 clusters Score -456829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -456832.312500 Penalty: 2725.728516
	Iteration 27Q: 3 clusters Score -456832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -456833.968750 Penalty: 2725.728516
	Iteration 28Q: 3 clusters Score -456834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -456836.375000 Penalty: 2725.728516
	Iteration 29Q: 3 clusters Score -456836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -456837.656250 Penalty: 2725.728516
	Iteration 30Q: 3 clusters Score -456837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -456838.906250 Penalty: 2725.728516
	Iteration 31Q: 3 clusters Score -456838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -456838.937500 Penalty: 2725.728516
	Iteration 32Q: 3 clusters Score -456838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -456839.406250 Penalty: 2725.728516
	Iteration 33Q: 3 clusters Score -456839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -456839.968750 Penalty: 2725.728516
	Iteration 34Q: 3 clusters Score -456840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -456840.937500 Penalty: 2725.728516
	Iteration 35Q: 3 clusters Score -456840.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -456842.718750 Penalty: 2725.728516
	Iteration 36Q: 3 clusters Score -456842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -456842.187500 Penalty: 2725.728516
	Iteration 37Q: 3 clusters Score -456842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -456842.781250 Penalty: 2725.728516
	Iteration 38Q: 3 clusters Score -456842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -456842.687500 Penalty: 2725.728516
	Iteration 39Q: 3 clusters Score -456842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -456843.093750 Penalty: 2725.728516
	Iteration 40F: 3 clusters Score -456843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -456843.375000 Penalty: 2725.728516
	Iteration 41Q: 3 clusters Score -456843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -456845.593750 Penalty: 2725.728516
	Iteration 42Q: 3 clusters Score -456845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -456846.625000 Penalty: 2725.728516
	Iteration 43Q: 3 clusters Score -456846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -456847.875000 Penalty: 2725.728516
	Iteration 44Q: 3 clusters Score -456847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -456847.343750 Penalty: 2725.728516
	Iteration 45Q: 3 clusters Score -456847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -456847.031250 Penalty: 2725.728516
	Iteration 46Q: 3 clusters Score -456847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -456847.031250 Penalty: 2725.728516
	Iteration 47F: 3 clusters Score -456847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (182336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182336 members 
Entering Unmasked Estep 
Score: -19717870.000000 Penalty: 1968.461060
	Iteration 0F: 2 clusters Score -1.971787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -19621392.000000 Penalty: 3936.922119
	Iteration 0F: 3 clusters Score -1.962139e+07 nChanged 88114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -19672192.000000 Penalty: 3936.922119
	Iteration 1F: 3 clusters Score -1.967219e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -19672884.000000 Penalty: 3936.922119
	Iteration 2Q: 3 clusters Score -1.967288e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -19674072.000000 Penalty: 3936.922119
	Iteration 3Q: 3 clusters Score -1.967407e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -19676168.000000 Penalty: 3936.922119
	Iteration 4Q: 3 clusters Score -1.967617e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -19679356.000000 Penalty: 3936.922119
	Iteration 5F: 3 clusters Score -1.967936e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
Score: -19684308.000000 Penalty: 3936.922119
	Iteration 6F: 3 clusters Score -1.968431e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 132962 members 
Entering Unmasked Estep 
Score: -19691388.000000 Penalty: 3936.922119
	Iteration 7F: 3 clusters Score -1.969139e+07 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 144519 members 
Entering Unmasked Estep 
Score: -19699688.000000 Penalty: 3936.922119
	Iteration 8F: 3 clusters Score -1.969969e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -19708092.000000 Penalty: 3936.922119
	Iteration 9F: 3 clusters Score -1.970809e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -19715022.000000 Penalty: 3936.922119
	Iteration 10Q: 3 clusters Score -1.971502e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -19719454.000000 Penalty: 3936.922119
	Iteration 11Q: 3 clusters Score -1.971945e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 172690 members 
Entering Unmasked Estep 
Score: -19720924.000000 Penalty: 3936.922119
	Iteration 12Q: 3 clusters Score -1.972092e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -19721386.000000 Penalty: 3936.922119
	Iteration 13Q: 3 clusters Score -1.972139e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 176254 members 
Entering Unmasked Estep 
Score: -19721258.000000 Penalty: 3936.922119
	Iteration 14Q: 3 clusters Score -1.972126e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 177158 members 
Entering Unmasked Estep 
Score: -19720944.000000 Penalty: 3936.922119
	Iteration 15Q: 3 clusters Score -1.972094e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 177827 members 
Entering Unmasked Estep 
Score: -19720584.000000 Penalty: 3936.922119
	Iteration 16Q: 3 clusters Score -1.972058e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 178343 members 
Entering Unmasked Estep 
Score: -19720420.000000 Penalty: 3936.922119
	Iteration 17Q: 3 clusters Score -1.972042e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 178761 members 
Entering Unmasked Estep 
Score: -19720130.000000 Penalty: 3936.922119
	Iteration 18Q: 3 clusters Score -1.972013e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 179084 members 
Entering Unmasked Estep 
Score: -19719932.000000 Penalty: 3936.922119
	Iteration 19Q: 3 clusters Score -1.971993e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 179360 members 
Entering Unmasked Estep 
Score: -19719702.000000 Penalty: 3936.922119
	Iteration 20F: 3 clusters Score -1.97197e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -19719400.000000 Penalty: 3936.922119
	Iteration 21Q: 3 clusters Score -1.97194e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -19719146.000000 Penalty: 3936.922119
	Iteration 22Q: 3 clusters Score -1.971915e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 180014 members 
Entering Unmasked Estep 
Score: -19718954.000000 Penalty: 3936.922119
	Iteration 23Q: 3 clusters Score -1.971895e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 180154 members 
Entering Unmasked Estep 
Score: -19718840.000000 Penalty: 3936.922119
	Iteration 24Q: 3 clusters Score -1.971884e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 180270 members 
Entering Unmasked Estep 
Score: -19718768.000000 Penalty: 3936.922119
	Iteration 25Q: 3 clusters Score -1.971877e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 180357 members 
Entering Unmasked Estep 
Score: -19718688.000000 Penalty: 3936.922119
	Iteration 26Q: 3 clusters Score -1.971869e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 180434 members 
Entering Unmasked Estep 
Score: -19718608.000000 Penalty: 3936.922119
	Iteration 27Q: 3 clusters Score -1.971861e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 180505 members 
Entering Unmasked Estep 
Score: -19718524.000000 Penalty: 3936.922119
	Iteration 28Q: 3 clusters Score -1.971852e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 180555 members 
Entering Unmasked Estep 
Score: -19718478.000000 Penalty: 3936.922119
	Iteration 29Q: 3 clusters Score -1.971848e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -19718434.000000 Penalty: 3936.922119
	Iteration 30Q: 3 clusters Score -1.971843e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 180642 members 
Entering Unmasked Estep 
Score: -19718404.000000 Penalty: 3936.922119
	Iteration 31Q: 3 clusters Score -1.97184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 180676 members 
Entering Unmasked Estep 
Score: -19718368.000000 Penalty: 3936.922119
	Iteration 32Q: 3 clusters Score -1.971837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 180708 members 
Entering Unmasked Estep 
Score: -19718360.000000 Penalty: 3936.922119
	Iteration 33Q: 3 clusters Score -1.971836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 180734 members 
Entering Unmasked Estep 
Score: -19718336.000000 Penalty: 3936.922119
	Iteration 34Q: 3 clusters Score -1.971834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 180765 members 
Entering Unmasked Estep 
Score: -19718310.000000 Penalty: 3936.922119
	Iteration 35Q: 3 clusters Score -1.971831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 180798 members 
Entering Unmasked Estep 
Score: -19718260.000000 Penalty: 3936.922119
	Iteration 36Q: 3 clusters Score -1.971826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 180824 members 
Entering Unmasked Estep 
Score: -19718234.000000 Penalty: 3936.922119
	Iteration 37Q: 3 clusters Score -1.971823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 180849 members 
Entering Unmasked Estep 
Score: -19718196.000000 Penalty: 3936.922119
	Iteration 38Q: 3 clusters Score -1.97182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 180878 members 
Entering Unmasked Estep 
Score: -19718188.000000 Penalty: 3936.922119
	Iteration 39Q: 3 clusters Score -1.971819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 180892 members 
Entering Unmasked Estep 
Score: -19718146.000000 Penalty: 3936.922119
	Iteration 40F: 3 clusters Score -1.971815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 180904 members 
Entering Unmasked Estep 
Score: -19718118.000000 Penalty: 3936.922119
	Iteration 41Q: 3 clusters Score -1.971812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 180917 members 
Entering Unmasked Estep 
Score: -19718096.000000 Penalty: 3936.922119
	Iteration 42Q: 3 clusters Score -1.97181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 180930 members 
Entering Unmasked Estep 
Score: -19718084.000000 Penalty: 3936.922119
	Iteration 43Q: 3 clusters Score -1.971808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -19718084.000000 Penalty: 3936.922119
	Iteration 44Q: 3 clusters Score -1.971808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 180959 members 
Entering Unmasked Estep 
Score: -19718090.000000 Penalty: 3936.922119
	Iteration 45Q: 3 clusters Score -1.971809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -19718054.000000 Penalty: 3936.922119
	Iteration 46Q: 3 clusters Score -1.971805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 180980 members 
Entering Unmasked Estep 
Score: -19718066.000000 Penalty: 3936.922119
	Iteration 47Q: 3 clusters Score -1.971807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -19718058.000000 Penalty: 3936.922119
	Iteration 48Q: 3 clusters Score -1.971806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 180989 members 
Entering Unmasked Estep 
Score: -19718034.000000 Penalty: 3936.922119
	Iteration 49Q: 3 clusters Score -1.971803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 180989 members 
Entering Unmasked Estep 
Score: -19718034.000000 Penalty: 3936.922119
	Iteration 50F: 3 clusters Score -1.971803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26389 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40720 members 
Mstep: Class 14 contains 16760 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4389 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 112657 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 10329 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58571 members 
Mstep: Class 29 contains 129 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123720 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2076 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 180989 members 
Entering Unmasked Estep 
Score: -101018392.000000 Penalty: 82904.648438
Splitting cluster 19 changes total score from -101018464.000000 to -101018392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (112657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112657 members 
Entering Unmasked Estep 
Score: -12057901.000000 Penalty: 1890.216675
	Iteration 0F: 2 clusters Score -1.20579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -11983388.000000 Penalty: 3780.433350
	Iteration 0F: 3 clusters Score -1.198339e+07 nChanged 54239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -12015173.000000 Penalty: 3780.433350
	Iteration 1F: 3 clusters Score -1.201517e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -12016326.000000 Penalty: 3780.433350
	Iteration 2Q: 3 clusters Score -1.201633e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -12017929.000000 Penalty: 3780.433350
	Iteration 3Q: 3 clusters Score -1.201793e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -12019895.000000 Penalty: 3780.433350
	Iteration 4Q: 3 clusters Score -1.20199e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -12022802.000000 Penalty: 3780.433350
	Iteration 5F: 3 clusters Score -1.20228e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -12026975.000000 Penalty: 3780.433350
	Iteration 6F: 3 clusters Score -1.202698e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -12033520.000000 Penalty: 3780.433350
	Iteration 7F: 3 clusters Score -1.203352e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -12041077.000000 Penalty: 3780.433350
	Iteration 8F: 3 clusters Score -1.204108e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -12047602.000000 Penalty: 3780.433350
	Iteration 9F: 3 clusters Score -1.20476e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -12052107.000000 Penalty: 3780.433350
	Iteration 10Q: 3 clusters Score -1.205211e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -12054854.000000 Penalty: 3780.433350
	Iteration 11Q: 3 clusters Score -1.205485e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -12056386.000000 Penalty: 3780.433350
	Iteration 12Q: 3 clusters Score -1.205639e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -12057216.000000 Penalty: 3780.433350
	Iteration 13Q: 3 clusters Score -1.205722e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12057639.000000 Penalty: 3780.433350
	Iteration 14Q: 3 clusters Score -1.205764e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -12057935.000000 Penalty: 3780.433350
	Iteration 15Q: 3 clusters Score -1.205794e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -12058020.000000 Penalty: 3780.433350
	Iteration 16Q: 3 clusters Score -1.205802e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12058043.000000 Penalty: 3780.433350
	Iteration 17Q: 3 clusters Score -1.205804e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12058081.000000 Penalty: 3780.433350
	Iteration 18Q: 3 clusters Score -1.205808e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -12058083.000000 Penalty: 3780.433350
	Iteration 19Q: 3 clusters Score -1.205808e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12058113.000000 Penalty: 3780.433350
	Iteration 20F: 3 clusters Score -1.205811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12058110.000000 Penalty: 3780.433350
	Iteration 21Q: 3 clusters Score -1.205811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -12058099.000000 Penalty: 3780.433350
	Iteration 22Q: 3 clusters Score -1.20581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12058100.000000 Penalty: 3780.433350
	Iteration 23Q: 3 clusters Score -1.20581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12058125.000000 Penalty: 3780.433350
	Iteration 24Q: 3 clusters Score -1.205812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12058125.000000 Penalty: 3780.433350
	Iteration 25Q: 3 clusters Score -1.205812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12058125.000000 Penalty: 3780.433350
	Iteration 26Q: 3 clusters Score -1.205812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -12058136.000000 Penalty: 3780.433350
	Iteration 27Q: 3 clusters Score -1.205814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -12058139.000000 Penalty: 3780.433350
	Iteration 28Q: 3 clusters Score -1.205814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -12058146.000000 Penalty: 3780.433350
	Iteration 29Q: 3 clusters Score -1.205815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12058135.000000 Penalty: 3780.433350
	Iteration 30Q: 3 clusters Score -1.205814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12058136.000000 Penalty: 3780.433350
	Iteration 31Q: 3 clusters Score -1.205814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12058136.000000 Penalty: 3780.433350
	Iteration 32F: 3 clusters Score -1.205814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26389 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40720 members 
Mstep: Class 14 contains 16760 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4389 members 
Mstep: Class 19 contains 182336 members 
Mstep: Class 20 contains 111306 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 10329 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58571 members 
Mstep: Class 29 contains 129 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123720 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2076 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 1351 members 
Entering Unmasked Estep 
Score: -101018432.000000 Penalty: 82904.648438
Splitting cluster 20 changes total score from -101018464.000000 to -101018432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -50054.359375 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -50054.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48957.378906 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -48957.38 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49240.734375 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -49240.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49307.582031 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -49307.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -49329.875000 Penalty: 2083.841064
	Iteration 3Q: 3 clusters Score -49329.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49343.589844 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -49343.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49352.019531 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -49352.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49359.363281 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -49359.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49362.867188 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -49362.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49365.203125 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -49365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49368.289062 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -49368.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49372.468750 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -49372.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49374.183594 Penalty: 2083.841064
	Iteration 11Q: 3 clusters Score -49374.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49375.226562 Penalty: 2083.841064
	Iteration 12Q: 3 clusters Score -49375.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49376.687500 Penalty: 2083.841064
	Iteration 13Q: 3 clusters Score -49376.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49376.687500 Penalty: 2083.841064
	Iteration 14F: 3 clusters Score -49376.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -954337.000000 Penalty: 1480.441528
	Iteration 0F: 2 clusters Score -954337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -947793.500000 Penalty: 2960.883057
	Iteration 0F: 3 clusters Score -947793.5 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -949991.250000 Penalty: 2960.883057
	Iteration 1F: 3 clusters Score -949991.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -950293.437500 Penalty: 2960.883057
	Iteration 2F: 3 clusters Score -950293.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -950546.187500 Penalty: 2960.883057
	Iteration 3F: 3 clusters Score -950546.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -950779.500000 Penalty: 2960.883057
	Iteration 4F: 3 clusters Score -950779.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -951021.312500 Penalty: 2960.883057
	Iteration 5Q: 3 clusters Score -951021.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -951310.125000 Penalty: 2960.883057
	Iteration 6Q: 3 clusters Score -951310.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -951642.000000 Penalty: 2960.883057
	Iteration 7F: 3 clusters Score -951642 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -951978.687500 Penalty: 2960.883057
	Iteration 8F: 3 clusters Score -951978.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -952287.937500 Penalty: 2960.883057
	Iteration 9Q: 3 clusters Score -952287.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -952536.625000 Penalty: 2960.883057
	Iteration 10Q: 3 clusters Score -952536.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -952694.500000 Penalty: 2960.883057
	Iteration 11Q: 3 clusters Score -952694.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -952811.812500 Penalty: 2960.883057
	Iteration 12Q: 3 clusters Score -952811.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -952881.812500 Penalty: 2960.883057
	Iteration 13Q: 3 clusters Score -952881.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -952926.687500 Penalty: 2960.883057
	Iteration 14Q: 3 clusters Score -952926.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -952957.812500 Penalty: 2960.883057
	Iteration 15Q: 3 clusters Score -952957.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -952978.125000 Penalty: 2960.883057
	Iteration 16Q: 3 clusters Score -952978.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -952992.125000 Penalty: 2960.883057
	Iteration 17Q: 3 clusters Score -952992.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -953004.750000 Penalty: 2960.883057
	Iteration 18Q: 3 clusters Score -953004.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -953018.125000 Penalty: 2960.883057
	Iteration 19Q: 3 clusters Score -953018.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -953032.812500 Penalty: 2960.883057
	Iteration 20F: 3 clusters Score -953032.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -953040.312500 Penalty: 2960.883057
	Iteration 21Q: 3 clusters Score -953040.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -953049.500000 Penalty: 2960.883057
	Iteration 22Q: 3 clusters Score -953049.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -953059.812500 Penalty: 2960.883057
	Iteration 23Q: 3 clusters Score -953059.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -953070.562500 Penalty: 2960.883057
	Iteration 24Q: 3 clusters Score -953070.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -953079.062500 Penalty: 2960.883057
	Iteration 25Q: 3 clusters Score -953079.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -953089.375000 Penalty: 2960.883057
	Iteration 26Q: 3 clusters Score -953089.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -953099.187500 Penalty: 2960.883057
	Iteration 27Q: 3 clusters Score -953099.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -953108.312500 Penalty: 2960.883057
	Iteration 28Q: 3 clusters Score -953108.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -953113.625000 Penalty: 2960.883057
	Iteration 29Q: 3 clusters Score -953113.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -953119.625000 Penalty: 2960.883057
	Iteration 30Q: 3 clusters Score -953119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -953122.500000 Penalty: 2960.883057
	Iteration 31Q: 3 clusters Score -953122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -953127.937500 Penalty: 2960.883057
	Iteration 32Q: 3 clusters Score -953127.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -953134.500000 Penalty: 2960.883057
	Iteration 33Q: 3 clusters Score -953134.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -953141.625000 Penalty: 2960.883057
	Iteration 34Q: 3 clusters Score -953141.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -953149.250000 Penalty: 2960.883057
	Iteration 35Q: 3 clusters Score -953149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -953152.625000 Penalty: 2960.883057
	Iteration 36Q: 3 clusters Score -953152.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -953156.187500 Penalty: 2960.883057
	Iteration 37Q: 3 clusters Score -953156.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -953159.500000 Penalty: 2960.883057
	Iteration 38Q: 3 clusters Score -953159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -953166.125000 Penalty: 2960.883057
	Iteration 39Q: 3 clusters Score -953166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -953174.187500 Penalty: 2960.883057
	Iteration 40F: 3 clusters Score -953174.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -953181.312500 Penalty: 2960.883057
	Iteration 41Q: 3 clusters Score -953181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -953183.812500 Penalty: 2960.883057
	Iteration 42Q: 3 clusters Score -953183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -953191.062500 Penalty: 2960.883057
	Iteration 43Q: 3 clusters Score -953191.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -953197.312500 Penalty: 2960.883057
	Iteration 44Q: 3 clusters Score -953197.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -953203.000000 Penalty: 2960.883057
	Iteration 45Q: 3 clusters Score -953203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -953210.562500 Penalty: 2960.883057
	Iteration 46Q: 3 clusters Score -953210.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -953218.125000 Penalty: 2960.883057
	Iteration 47Q: 3 clusters Score -953218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -953228.812500 Penalty: 2960.883057
	Iteration 48Q: 3 clusters Score -953228.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -953243.125000 Penalty: 2960.883057
	Iteration 49Q: 3 clusters Score -953243.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -953251.562500 Penalty: 2960.883057
	Iteration 50Q: 3 clusters Score -953251.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -953263.375000 Penalty: 2960.883057
	Iteration 51Q: 3 clusters Score -953263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -953270.187500 Penalty: 2960.883057
	Iteration 52Q: 3 clusters Score -953270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -953274.500000 Penalty: 2960.883057
	Iteration 53Q: 3 clusters Score -953274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -953281.625000 Penalty: 2960.883057
	Iteration 54Q: 3 clusters Score -953281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -953286.250000 Penalty: 2960.883057
	Iteration 55Q: 3 clusters Score -953286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -953291.562500 Penalty: 2960.883057
	Iteration 56Q: 3 clusters Score -953291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -953291.375000 Penalty: 2960.883057
	Iteration 57Q: 3 clusters Score -953291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -953293.625000 Penalty: 2960.883057
	Iteration 58Q: 3 clusters Score -953293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -953294.750000 Penalty: 2960.883057
	Iteration 59Q: 3 clusters Score -953294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -953295.625000 Penalty: 2960.883057
	Iteration 60F: 3 clusters Score -953295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -953299.062500 Penalty: 2960.883057
	Iteration 61Q: 3 clusters Score -953299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -953300.812500 Penalty: 2960.883057
	Iteration 62Q: 3 clusters Score -953300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -953301.125000 Penalty: 2960.883057
	Iteration 63Q: 3 clusters Score -953301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -953301.500000 Penalty: 2960.883057
	Iteration 64Q: 3 clusters Score -953301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -953301.500000 Penalty: 2960.883057
	Iteration 65F: 3 clusters Score -953301.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1040360.687500 Penalty: 1488.310913
	Iteration 0F: 2 clusters Score -1040361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1033565.000000 Penalty: 2976.621826
	Iteration 0F: 3 clusters Score -1033565 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1035658.937500 Penalty: 2976.621826
	Iteration 1F: 3 clusters Score -1035659 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1035849.000000 Penalty: 2976.621826
	Iteration 2F: 3 clusters Score -1035849 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1035988.437500 Penalty: 2976.621826
	Iteration 3Q: 3 clusters Score -1035988 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1036117.562500 Penalty: 2976.621826
	Iteration 4Q: 3 clusters Score -1036118 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1036251.875000 Penalty: 2976.621826
	Iteration 5Q: 3 clusters Score -1036252 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1036382.000000 Penalty: 2976.621826
	Iteration 6Q: 3 clusters Score -1036382 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1036527.187500 Penalty: 2976.621826
	Iteration 7Q: 3 clusters Score -1036527 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1036700.187500 Penalty: 2976.621826
	Iteration 8Q: 3 clusters Score -1036700 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1036925.437500 Penalty: 2976.621826
	Iteration 9Q: 3 clusters Score -1036925 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1037164.000000 Penalty: 2976.621826
	Iteration 10Q: 3 clusters Score -1037164 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1037436.312500 Penalty: 2976.621826
	Iteration 11Q: 3 clusters Score -1037436 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1037716.312500 Penalty: 2976.621826
	Iteration 12Q: 3 clusters Score -1037716 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1038012.625000 Penalty: 2976.621826
	Iteration 13Q: 3 clusters Score -1038013 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1038275.875000 Penalty: 2976.621826
	Iteration 14Q: 3 clusters Score -1038276 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1038490.687500 Penalty: 2976.621826
	Iteration 15Q: 3 clusters Score -1038491 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1038650.750000 Penalty: 2976.621826
	Iteration 16Q: 3 clusters Score -1038651 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1038757.000000 Penalty: 2976.621826
	Iteration 17Q: 3 clusters Score -1038757 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1038832.750000 Penalty: 2976.621826
	Iteration 18Q: 3 clusters Score -1038833 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1038898.312500 Penalty: 2976.621826
	Iteration 19Q: 3 clusters Score -1038898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1038952.062500 Penalty: 2976.621826
	Iteration 20F: 3 clusters Score -1038952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1039005.750000 Penalty: 2976.621826
	Iteration 21Q: 3 clusters Score -1039006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1039031.750000 Penalty: 2976.621826
	Iteration 22Q: 3 clusters Score -1039032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1039059.875000 Penalty: 2976.621826
	Iteration 23Q: 3 clusters Score -1039060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1039074.562500 Penalty: 2976.621826
	Iteration 24Q: 3 clusters Score -1039075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1039078.187500 Penalty: 2976.621826
	Iteration 25Q: 3 clusters Score -1039078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1039082.437500 Penalty: 2976.621826
	Iteration 26Q: 3 clusters Score -1039082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1039088.125000 Penalty: 2976.621826
	Iteration 27Q: 3 clusters Score -1039088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1039089.125000 Penalty: 2976.621826
	Iteration 28Q: 3 clusters Score -1039089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1039090.625000 Penalty: 2976.621826
	Iteration 29Q: 3 clusters Score -1039091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1039093.312500 Penalty: 2976.621826
	Iteration 30Q: 3 clusters Score -1039093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1039093.937500 Penalty: 2976.621826
	Iteration 31Q: 3 clusters Score -1039094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1039095.000000 Penalty: 2976.621826
	Iteration 32Q: 3 clusters Score -1039095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1039096.625000 Penalty: 2976.621826
	Iteration 33Q: 3 clusters Score -1039097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1039096.187500 Penalty: 2976.621826
	Iteration 34Q: 3 clusters Score -1039096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1039100.625000 Penalty: 2976.621826
	Iteration 35Q: 3 clusters Score -1039101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1039100.812500 Penalty: 2976.621826
	Iteration 36Q: 3 clusters Score -1039101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1039103.875000 Penalty: 2976.621826
	Iteration 37Q: 3 clusters Score -1039104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1039107.187500 Penalty: 2976.621826
	Iteration 38Q: 3 clusters Score -1039107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1039109.000000 Penalty: 2976.621826
	Iteration 39Q: 3 clusters Score -1039109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1039111.500000 Penalty: 2976.621826
	Iteration 40F: 3 clusters Score -1039112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1039113.687500 Penalty: 2976.621826
	Iteration 41Q: 3 clusters Score -1039114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1039114.562500 Penalty: 2976.621826
	Iteration 42Q: 3 clusters Score -1039115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1039114.562500 Penalty: 2976.621826
	Iteration 43F: 3 clusters Score -1039115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Entering Unmasked Estep 
Score: -1007167.812500 Penalty: 1501.940552
	Iteration 0F: 2 clusters Score -1007168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -999883.312500 Penalty: 3003.881104
	Iteration 0F: 3 clusters Score -999883.3 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1002443.562500 Penalty: 3003.881104
	Iteration 1F: 3 clusters Score -1002444 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1003020.937500 Penalty: 3003.881104
	Iteration 2F: 3 clusters Score -1003021 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1003636.437500 Penalty: 3003.881104
	Iteration 3F: 3 clusters Score -1003636 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1004170.500000 Penalty: 3003.881104
	Iteration 4F: 3 clusters Score -1004170 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1004600.125000 Penalty: 3003.881104
	Iteration 5F: 3 clusters Score -1004600 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1004946.875000 Penalty: 3003.881104
	Iteration 6F: 3 clusters Score -1004947 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1005227.625000 Penalty: 3003.881104
	Iteration 7Q: 3 clusters Score -1005228 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1005490.000000 Penalty: 3003.881104
	Iteration 8Q: 3 clusters Score -1005490 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1005777.937500 Penalty: 3003.881104
	Iteration 9Q: 3 clusters Score -1005778 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1005991.562500 Penalty: 3003.881104
	Iteration 10Q: 3 clusters Score -1005992 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1006129.937500 Penalty: 3003.881104
	Iteration 11Q: 3 clusters Score -1006130 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1006218.437500 Penalty: 3003.881104
	Iteration 12Q: 3 clusters Score -1006218 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1006289.437500 Penalty: 3003.881104
	Iteration 13Q: 3 clusters Score -1006289 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1006334.937500 Penalty: 3003.881104
	Iteration 14Q: 3 clusters Score -1006335 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1006358.187500 Penalty: 3003.881104
	Iteration 15Q: 3 clusters Score -1006358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1006373.375000 Penalty: 3003.881104
	Iteration 16Q: 3 clusters Score -1006373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1006385.687500 Penalty: 3003.881104
	Iteration 17Q: 3 clusters Score -1006386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1006397.562500 Penalty: 3003.881104
	Iteration 18Q: 3 clusters Score -1006398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1006405.562500 Penalty: 3003.881104
	Iteration 19Q: 3 clusters Score -1006406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1006412.687500 Penalty: 3003.881104
	Iteration 20F: 3 clusters Score -1006413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1006418.812500 Penalty: 3003.881104
	Iteration 21Q: 3 clusters Score -1006419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1006423.750000 Penalty: 3003.881104
	Iteration 22Q: 3 clusters Score -1006424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1006426.000000 Penalty: 3003.881104
	Iteration 23Q: 3 clusters Score -1006426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1006432.750000 Penalty: 3003.881104
	Iteration 24Q: 3 clusters Score -1006433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1006434.687500 Penalty: 3003.881104
	Iteration 25Q: 3 clusters Score -1006435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1006443.500000 Penalty: 3003.881104
	Iteration 26Q: 3 clusters Score -1006444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1006448.562500 Penalty: 3003.881104
	Iteration 27Q: 3 clusters Score -1006449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1006456.187500 Penalty: 3003.881104
	Iteration 28Q: 3 clusters Score -1006456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1006462.187500 Penalty: 3003.881104
	Iteration 29Q: 3 clusters Score -1006462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1006467.437500 Penalty: 3003.881104
	Iteration 30Q: 3 clusters Score -1006467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1006472.000000 Penalty: 3003.881104
	Iteration 31Q: 3 clusters Score -1006472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1006475.250000 Penalty: 3003.881104
	Iteration 32Q: 3 clusters Score -1006475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1006478.187500 Penalty: 3003.881104
	Iteration 33Q: 3 clusters Score -1006478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1006479.000000 Penalty: 3003.881104
	Iteration 34Q: 3 clusters Score -1006479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1006480.375000 Penalty: 3003.881104
	Iteration 35Q: 3 clusters Score -1006480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1006481.250000 Penalty: 3003.881104
	Iteration 36Q: 3 clusters Score -1006481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1006481.500000 Penalty: 3003.881104
	Iteration 37Q: 3 clusters Score -1006482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1006481.500000 Penalty: 3003.881104
	Iteration 38Q: 3 clusters Score -1006482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1006481.687500 Penalty: 3003.881104
	Iteration 39Q: 3 clusters Score -1006482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1006483.437500 Penalty: 3003.881104
	Iteration 40F: 3 clusters Score -1006483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1006486.250000 Penalty: 3003.881104
	Iteration 41Q: 3 clusters Score -1006486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1006485.500000 Penalty: 3003.881104
	Iteration 42Q: 3 clusters Score -1006486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1006485.125000 Penalty: 3003.881104
	Iteration 43Q: 3 clusters Score -1006485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1006487.312500 Penalty: 3003.881104
	Iteration 44Q: 3 clusters Score -1006487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1006488.562500 Penalty: 3003.881104
	Iteration 45Q: 3 clusters Score -1006489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1006489.625000 Penalty: 3003.881104
	Iteration 46Q: 3 clusters Score -1006490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1006492.437500 Penalty: 3003.881104
	Iteration 47Q: 3 clusters Score -1006492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1006494.625000 Penalty: 3003.881104
	Iteration 48Q: 3 clusters Score -1006495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1006498.875000 Penalty: 3003.881104
	Iteration 49Q: 3 clusters Score -1006499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1006504.562500 Penalty: 3003.881104
	Iteration 50Q: 3 clusters Score -1006505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1006511.375000 Penalty: 3003.881104
	Iteration 51Q: 3 clusters Score -1006511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1006513.812500 Penalty: 3003.881104
	Iteration 52Q: 3 clusters Score -1006514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1006518.312500 Penalty: 3003.881104
	Iteration 53Q: 3 clusters Score -1006518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1006524.750000 Penalty: 3003.881104
	Iteration 54Q: 3 clusters Score -1006525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1006528.437500 Penalty: 3003.881104
	Iteration 55Q: 3 clusters Score -1006528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1006534.250000 Penalty: 3003.881104
	Iteration 56Q: 3 clusters Score -1006534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1006535.062500 Penalty: 3003.881104
	Iteration 57Q: 3 clusters Score -1006535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1006537.625000 Penalty: 3003.881104
	Iteration 58Q: 3 clusters Score -1006538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1006539.000000 Penalty: 3003.881104
	Iteration 59Q: 3 clusters Score -1006539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1006538.125000 Penalty: 3003.881104
	Iteration 60F: 3 clusters Score -1006538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1006540.125000 Penalty: 3003.881104
	Iteration 61Q: 3 clusters Score -1006540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1006538.250000 Penalty: 3003.881104
	Iteration 62Q: 3 clusters Score -1006538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1006539.812500 Penalty: 3003.881104
	Iteration 63Q: 3 clusters Score -1006540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1006539.750000 Penalty: 3003.881104
	Iteration 64Q: 3 clusters Score -1006540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1006540.375000 Penalty: 3003.881104
	Iteration 65Q: 3 clusters Score -1006540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1006540.375000 Penalty: 3003.881104
	Iteration 66F: 3 clusters Score -1006540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Entering Unmasked Estep 
Score: -505572.312500 Penalty: 1379.596191
	Iteration 0F: 2 clusters Score -505572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -501778.312500 Penalty: 2759.192383
	Iteration 0F: 3 clusters Score -501778.3 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -502962.375000 Penalty: 2759.192383
	Iteration 1F: 3 clusters Score -502962.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -503251.906250 Penalty: 2759.192383
	Iteration 2F: 3 clusters Score -503251.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -503549.937500 Penalty: 2759.192383
	Iteration 3F: 3 clusters Score -503549.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -503849.781250 Penalty: 2759.192383
	Iteration 4F: 3 clusters Score -503849.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -504118.562500 Penalty: 2759.192383
	Iteration 5F: 3 clusters Score -504118.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -504358.562500 Penalty: 2759.192383
	Iteration 6F: 3 clusters Score -504358.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -504534.375000 Penalty: 2759.192383
	Iteration 7Q: 3 clusters Score -504534.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -504666.406250 Penalty: 2759.192383
	Iteration 8Q: 3 clusters Score -504666.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -504769.531250 Penalty: 2759.192383
	Iteration 9Q: 3 clusters Score -504769.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -504862.875000 Penalty: 2759.192383
	Iteration 10Q: 3 clusters Score -504862.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -504938.906250 Penalty: 2759.192383
	Iteration 11Q: 3 clusters Score -504938.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -505005.468750 Penalty: 2759.192383
	Iteration 12Q: 3 clusters Score -505005.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -505067.906250 Penalty: 2759.192383
	Iteration 13Q: 3 clusters Score -505067.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -505113.031250 Penalty: 2759.192383
	Iteration 14Q: 3 clusters Score -505113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -505138.437500 Penalty: 2759.192383
	Iteration 15Q: 3 clusters Score -505138.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -505158.375000 Penalty: 2759.192383
	Iteration 16Q: 3 clusters Score -505158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -505171.406250 Penalty: 2759.192383
	Iteration 17Q: 3 clusters Score -505171.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -505184.968750 Penalty: 2759.192383
	Iteration 18Q: 3 clusters Score -505185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -505193.687500 Penalty: 2759.192383
	Iteration 19Q: 3 clusters Score -505193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -505200.937500 Penalty: 2759.192383
	Iteration 20F: 3 clusters Score -505200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -505202.781250 Penalty: 2759.192383
	Iteration 21Q: 3 clusters Score -505202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -505206.718750 Penalty: 2759.192383
	Iteration 22Q: 3 clusters Score -505206.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -505210.031250 Penalty: 2759.192383
	Iteration 23Q: 3 clusters Score -505210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -505213.000000 Penalty: 2759.192383
	Iteration 24Q: 3 clusters Score -505213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -505214.437500 Penalty: 2759.192383
	Iteration 25Q: 3 clusters Score -505214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -505215.125000 Penalty: 2759.192383
	Iteration 26Q: 3 clusters Score -505215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -505217.156250 Penalty: 2759.192383
	Iteration 27Q: 3 clusters Score -505217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -505217.218750 Penalty: 2759.192383
	Iteration 28Q: 3 clusters Score -505217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -505219.812500 Penalty: 2759.192383
	Iteration 29Q: 3 clusters Score -505219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -505219.718750 Penalty: 2759.192383
	Iteration 30Q: 3 clusters Score -505219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -505219.718750 Penalty: 2759.192383
	Iteration 31F: 3 clusters Score -505219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Entering Unmasked Estep 
Score: -1044370.875000 Penalty: 1489.928223
	Iteration 0F: 2 clusters Score -1044371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1037494.687500 Penalty: 2979.856445
	Iteration 0F: 3 clusters Score -1037495 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1039615.500000 Penalty: 2979.856445
	Iteration 1F: 3 clusters Score -1039616 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1039829.625000 Penalty: 2979.856445
	Iteration 2F: 3 clusters Score -1039830 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1039984.687500 Penalty: 2979.856445
	Iteration 3Q: 3 clusters Score -1039985 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1040101.812500 Penalty: 2979.856445
	Iteration 4Q: 3 clusters Score -1040102 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1040203.937500 Penalty: 2979.856445
	Iteration 5Q: 3 clusters Score -1040204 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1040329.937500 Penalty: 2979.856445
	Iteration 6Q: 3 clusters Score -1040330 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1040473.562500 Penalty: 2979.856445
	Iteration 7Q: 3 clusters Score -1040474 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1040665.562500 Penalty: 2979.856445
	Iteration 8Q: 3 clusters Score -1040666 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1040903.687500 Penalty: 2979.856445
	Iteration 9Q: 3 clusters Score -1040904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1041143.812500 Penalty: 2979.856445
	Iteration 10Q: 3 clusters Score -1041144 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1041425.000000 Penalty: 2979.856445
	Iteration 11Q: 3 clusters Score -1041425 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1041744.500000 Penalty: 2979.856445
	Iteration 12Q: 3 clusters Score -1041744 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1042050.625000 Penalty: 2979.856445
	Iteration 13Q: 3 clusters Score -1042051 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1042324.375000 Penalty: 2979.856445
	Iteration 14Q: 3 clusters Score -1042324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1042528.750000 Penalty: 2979.856445
	Iteration 15Q: 3 clusters Score -1042529 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1042670.187500 Penalty: 2979.856445
	Iteration 16Q: 3 clusters Score -1042670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1042800.000000 Penalty: 2979.856445
	Iteration 17Q: 3 clusters Score -1042800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1042877.125000 Penalty: 2979.856445
	Iteration 18Q: 3 clusters Score -1042877 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1042919.187500 Penalty: 2979.856445
	Iteration 19Q: 3 clusters Score -1042919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1042961.062500 Penalty: 2979.856445
	Iteration 20F: 3 clusters Score -1042961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1042989.625000 Penalty: 2979.856445
	Iteration 21Q: 3 clusters Score -1042990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1043010.500000 Penalty: 2979.856445
	Iteration 22Q: 3 clusters Score -1043010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1043028.500000 Penalty: 2979.856445
	Iteration 23Q: 3 clusters Score -1043028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1043040.937500 Penalty: 2979.856445
	Iteration 24Q: 3 clusters Score -1043041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1043052.250000 Penalty: 2979.856445
	Iteration 25Q: 3 clusters Score -1043052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1043060.812500 Penalty: 2979.856445
	Iteration 26Q: 3 clusters Score -1043061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1043068.250000 Penalty: 2979.856445
	Iteration 27Q: 3 clusters Score -1043068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1043074.812500 Penalty: 2979.856445
	Iteration 28Q: 3 clusters Score -1043075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1043080.312500 Penalty: 2979.856445
	Iteration 29Q: 3 clusters Score -1043080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1043082.375000 Penalty: 2979.856445
	Iteration 30Q: 3 clusters Score -1043082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1043086.937500 Penalty: 2979.856445
	Iteration 31Q: 3 clusters Score -1043087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1043087.250000 Penalty: 2979.856445
	Iteration 32Q: 3 clusters Score -1043087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1043087.250000 Penalty: 2979.856445
	Iteration 33F: 3 clusters Score -1043087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -140928.296875 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -140928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139183.796875 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -139183.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139544.578125 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -139544.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139669.125000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -139669.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139726.500000 Penalty: 2370.893311
	Iteration 3Q: 3 clusters Score -139726.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -139765.046875 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -139765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139787.015625 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -139787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -139804.562500 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -139804.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -139819.609375 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -139819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139833.578125 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -139833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -139840.953125 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -139841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139842.875000 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -139842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -139846.578125 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -139846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -139852.234375 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -139852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139852.812500 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -139852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139852.812500 Penalty: 2370.893311
	Iteration 14F: 3 clusters Score -139852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Entering Unmasked Estep 
Score: -6050415.000000 Penalty: 1783.924194
	Iteration 0F: 2 clusters Score -6050415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -6011251.500000 Penalty: 3567.848389
	Iteration 0F: 3 clusters Score -6011252 nChanged 27664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -6027264.500000 Penalty: 3567.848389
	Iteration 1F: 3 clusters Score -6027264 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -6028083.000000 Penalty: 3567.848389
	Iteration 2Q: 3 clusters Score -6028083 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -6029064.000000 Penalty: 3567.848389
	Iteration 3Q: 3 clusters Score -6029064 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -6030425.000000 Penalty: 3567.848389
	Iteration 4F: 3 clusters Score -6030425 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -6032418.500000 Penalty: 3567.848389
	Iteration 5F: 3 clusters Score -6032418 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -6035222.500000 Penalty: 3567.848389
	Iteration 6F: 3 clusters Score -6035222 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6038684.500000 Penalty: 3567.848389
	Iteration 7F: 3 clusters Score -6038684 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -6042060.500000 Penalty: 3567.848389
	Iteration 8F: 3 clusters Score -6042060 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6044594.000000 Penalty: 3567.848389
	Iteration 9Q: 3 clusters Score -6044594 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -6046188.000000 Penalty: 3567.848389
	Iteration 10Q: 3 clusters Score -6046188 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6047076.000000 Penalty: 3567.848389
	Iteration 11Q: 3 clusters Score -6047076 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -6047627.500000 Penalty: 3567.848389
	Iteration 12Q: 3 clusters Score -6047628 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -6047974.500000 Penalty: 3567.848389
	Iteration 13Q: 3 clusters Score -6047974 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -6048249.500000 Penalty: 3567.848389
	Iteration 14Q: 3 clusters Score -6048250 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -6048490.000000 Penalty: 3567.848389
	Iteration 15Q: 3 clusters Score -6048490 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6048677.000000 Penalty: 3567.848389
	Iteration 16Q: 3 clusters Score -6048677 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -6048805.500000 Penalty: 3567.848389
	Iteration 17Q: 3 clusters Score -6048806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -6048925.500000 Penalty: 3567.848389
	Iteration 18Q: 3 clusters Score -6048926 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -6049025.500000 Penalty: 3567.848389
	Iteration 19Q: 3 clusters Score -6049026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -6049094.000000 Penalty: 3567.848389
	Iteration 20F: 3 clusters Score -6049094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -6049130.000000 Penalty: 3567.848389
	Iteration 21Q: 3 clusters Score -6049130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -6049167.500000 Penalty: 3567.848389
	Iteration 22Q: 3 clusters Score -6049168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -6049186.000000 Penalty: 3567.848389
	Iteration 23Q: 3 clusters Score -6049186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -6049191.000000 Penalty: 3567.848389
	Iteration 24Q: 3 clusters Score -6049191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -6049198.000000 Penalty: 3567.848389
	Iteration 25Q: 3 clusters Score -6049198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -6049211.500000 Penalty: 3567.848389
	Iteration 26Q: 3 clusters Score -6049212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -6049221.500000 Penalty: 3567.848389
	Iteration 27Q: 3 clusters Score -6049222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -6049226.000000 Penalty: 3567.848389
	Iteration 28Q: 3 clusters Score -6049226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -6049238.500000 Penalty: 3567.848389
	Iteration 29Q: 3 clusters Score -6049238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -6049233.500000 Penalty: 3567.848389
	Iteration 30Q: 3 clusters Score -6049234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -6049240.000000 Penalty: 3567.848389
	Iteration 31Q: 3 clusters Score -6049240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -6049242.000000 Penalty: 3567.848389
	Iteration 32Q: 3 clusters Score -6049242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -6049252.500000 Penalty: 3567.848389
	Iteration 33Q: 3 clusters Score -6049252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -6049249.500000 Penalty: 3567.848389
	Iteration 34Q: 3 clusters Score -6049250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -6049250.500000 Penalty: 3567.848389
	Iteration 35Q: 3 clusters Score -6049250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -6049251.000000 Penalty: 3567.848389
	Iteration 36Q: 3 clusters Score -6049251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -6049252.500000 Penalty: 3567.848389
	Iteration 37Q: 3 clusters Score -6049252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -6049252.500000 Penalty: 3567.848389
	Iteration 38F: 3 clusters Score -6049252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -9028.947266 Penalty: 789.719482
	Iteration 0F: 2 clusters Score -9028.947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8641.201172 Penalty: 1579.438965
	Iteration 0F: 3 clusters Score -8641.201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8769.798828 Penalty: 1579.438965
	Iteration 1F: 3 clusters Score -8769.799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8933.377930 Penalty: 1579.438965
	Iteration 2F: 3 clusters Score -8933.378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8946.091797 Penalty: 1579.438965
	Iteration 3Q: 3 clusters Score -8946.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8958.205078 Penalty: 1579.438965
	Iteration 4Q: 3 clusters Score -8958.205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8978.031250 Penalty: 1579.438965
	Iteration 5Q: 3 clusters Score -8978.031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8987.003906 Penalty: 1579.438965
	Iteration 6Q: 3 clusters Score -8987.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8987.003906 Penalty: 1579.438965
	Iteration 7F: 3 clusters Score -8987.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -14109.931641 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -14109.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13395.299805 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -13395.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13520.515625 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -13520.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13557.649414 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -13557.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13588.144531 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -13588.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13590.590820 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -13590.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13590.590820 Penalty: 1751.448364
	Iteration 5F: 3 clusters Score -13590.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (123720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123720 members 
Entering Unmasked Estep 
Score: -13367463.000000 Penalty: 1905.438721
	Iteration 0F: 2 clusters Score -1.336746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -13285949.000000 Penalty: 3810.877441
	Iteration 0F: 3 clusters Score -1.328595e+07 nChanged 59595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -13320773.000000 Penalty: 3810.877441
	Iteration 1F: 3 clusters Score -1.332077e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -13321996.000000 Penalty: 3810.877441
	Iteration 2Q: 3 clusters Score -1.3322e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -13323669.000000 Penalty: 3810.877441
	Iteration 3Q: 3 clusters Score -1.332367e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -13326103.000000 Penalty: 3810.877441
	Iteration 4Q: 3 clusters Score -1.33261e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -13329180.000000 Penalty: 3810.877441
	Iteration 5Q: 3 clusters Score -1.332918e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -13332711.000000 Penalty: 3810.877441
	Iteration 6F: 3 clusters Score -1.333271e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -13336452.000000 Penalty: 3810.877441
	Iteration 7F: 3 clusters Score -1.333645e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -13340376.000000 Penalty: 3810.877441
	Iteration 8F: 3 clusters Score -1.334038e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -13344083.000000 Penalty: 3810.877441
	Iteration 9F: 3 clusters Score -1.334408e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -13347122.000000 Penalty: 3810.877441
	Iteration 10Q: 3 clusters Score -1.334712e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -13349024.000000 Penalty: 3810.877441
	Iteration 11Q: 3 clusters Score -1.334902e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -13350208.000000 Penalty: 3810.877441
	Iteration 12Q: 3 clusters Score -1.335021e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -13351080.000000 Penalty: 3810.877441
	Iteration 13Q: 3 clusters Score -1.335108e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -13351846.000000 Penalty: 3810.877441
	Iteration 14Q: 3 clusters Score -1.335185e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -13352650.000000 Penalty: 3810.877441
	Iteration 15Q: 3 clusters Score -1.335265e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -13353722.000000 Penalty: 3810.877441
	Iteration 16Q: 3 clusters Score -1.335372e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -13354692.000000 Penalty: 3810.877441
	Iteration 17Q: 3 clusters Score -1.335469e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -13355726.000000 Penalty: 3810.877441
	Iteration 18Q: 3 clusters Score -1.335573e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -13356799.000000 Penalty: 3810.877441
	Iteration 19Q: 3 clusters Score -1.33568e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -13357745.000000 Penalty: 3810.877441
	Iteration 20F: 3 clusters Score -1.335774e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -13358684.000000 Penalty: 3810.877441
	Iteration 21Q: 3 clusters Score -1.335868e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -13359559.000000 Penalty: 3810.877441
	Iteration 22Q: 3 clusters Score -1.335956e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -13360370.000000 Penalty: 3810.877441
	Iteration 23Q: 3 clusters Score -1.336037e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -13361220.000000 Penalty: 3810.877441
	Iteration 24Q: 3 clusters Score -1.336122e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116092 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -13361909.000000 Penalty: 3810.877441
	Iteration 25Q: 3 clusters Score -1.336191e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117316 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -13362538.000000 Penalty: 3810.877441
	Iteration 26Q: 3 clusters Score -1.336254e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -13363169.000000 Penalty: 3810.877441
	Iteration 27Q: 3 clusters Score -1.336317e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -13363629.000000 Penalty: 3810.877441
	Iteration 28Q: 3 clusters Score -1.336363e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -13364022.000000 Penalty: 3810.877441
	Iteration 29Q: 3 clusters Score -1.336402e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -13364313.000000 Penalty: 3810.877441
	Iteration 30Q: 3 clusters Score -1.336431e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121115 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13364579.000000 Penalty: 3810.877441
	Iteration 31Q: 3 clusters Score -1.336458e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121545 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -13364822.000000 Penalty: 3810.877441
	Iteration 32Q: 3 clusters Score -1.336482e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121867 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13364986.000000 Penalty: 3810.877441
	Iteration 33Q: 3 clusters Score -1.336499e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -13365154.000000 Penalty: 3810.877441
	Iteration 34Q: 3 clusters Score -1.336515e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122341 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13365282.000000 Penalty: 3810.877441
	Iteration 35Q: 3 clusters Score -1.336528e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122530 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13365399.000000 Penalty: 3810.877441
	Iteration 36Q: 3 clusters Score -1.33654e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13365488.000000 Penalty: 3810.877441
	Iteration 37Q: 3 clusters Score -1.336549e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122784 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13365566.000000 Penalty: 3810.877441
	Iteration 38Q: 3 clusters Score -1.336557e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13365628.000000 Penalty: 3810.877441
	Iteration 39Q: 3 clusters Score -1.336563e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122955 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13365667.000000 Penalty: 3810.877441
	Iteration 40F: 3 clusters Score -1.336567e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123012 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13365710.000000 Penalty: 3810.877441
	Iteration 41Q: 3 clusters Score -1.336571e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123058 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13365711.000000 Penalty: 3810.877441
	Iteration 42Q: 3 clusters Score -1.336571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123092 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13365722.000000 Penalty: 3810.877441
	Iteration 43Q: 3 clusters Score -1.336572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123122 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13365733.000000 Penalty: 3810.877441
	Iteration 44Q: 3 clusters Score -1.336573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123141 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13365756.000000 Penalty: 3810.877441
	Iteration 45Q: 3 clusters Score -1.336576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123156 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13365764.000000 Penalty: 3810.877441
	Iteration 46Q: 3 clusters Score -1.336576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123165 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13365766.000000 Penalty: 3810.877441
	Iteration 47Q: 3 clusters Score -1.336577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123177 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13365772.000000 Penalty: 3810.877441
	Iteration 48Q: 3 clusters Score -1.336577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13365780.000000 Penalty: 3810.877441
	Iteration 49Q: 3 clusters Score -1.336578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13365792.000000 Penalty: 3810.877441
	Iteration 50Q: 3 clusters Score -1.336579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123210 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13365807.000000 Penalty: 3810.877441
	Iteration 51Q: 3 clusters Score -1.336581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123220 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13365810.000000 Penalty: 3810.877441
	Iteration 52Q: 3 clusters Score -1.336581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13365816.000000 Penalty: 3810.877441
	Iteration 53Q: 3 clusters Score -1.336582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123237 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -13365828.000000 Penalty: 3810.877441
	Iteration 54Q: 3 clusters Score -1.336583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13365834.000000 Penalty: 3810.877441
	Iteration 55Q: 3 clusters Score -1.336583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123252 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13365834.000000 Penalty: 3810.877441
	Iteration 56Q: 3 clusters Score -1.336583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13365842.000000 Penalty: 3810.877441
	Iteration 57Q: 3 clusters Score -1.336584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13365841.000000 Penalty: 3810.877441
	Iteration 58Q: 3 clusters Score -1.336584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13365856.000000 Penalty: 3810.877441
	Iteration 59Q: 3 clusters Score -1.336586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123269 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -13365853.000000 Penalty: 3810.877441
	Iteration 60F: 3 clusters Score -1.336585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13365849.000000 Penalty: 3810.877441
	Iteration 61Q: 3 clusters Score -1.336585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123280 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13365845.000000 Penalty: 3810.877441
	Iteration 62Q: 3 clusters Score -1.336584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13365857.000000 Penalty: 3810.877441
	Iteration 63Q: 3 clusters Score -1.336586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13365852.000000 Penalty: 3810.877441
	Iteration 64Q: 3 clusters Score -1.336585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13365852.000000 Penalty: 3810.877441
	Iteration 65F: 3 clusters Score -1.336585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -19809.201172 Penalty: 899.816833
	Iteration 0F: 2 clusters Score -19809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19133.107422 Penalty: 1799.633667
	Iteration 0F: 3 clusters Score -19133.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19359.097656 Penalty: 1799.633667
	Iteration 1F: 3 clusters Score -19359.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19468.263672 Penalty: 1799.633667
	Iteration 2F: 3 clusters Score -19468.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19493.568359 Penalty: 1799.633667
	Iteration 3Q: 3 clusters Score -19493.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19583.623047 Penalty: 1799.633667
	Iteration 4Q: 3 clusters Score -19583.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19614.074219 Penalty: 1799.633667
	Iteration 5Q: 3 clusters Score -19614.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19622.572266 Penalty: 1799.633667
	Iteration 6Q: 3 clusters Score -19622.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19625.824219 Penalty: 1799.633667
	Iteration 7Q: 3 clusters Score -19625.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19627.498047 Penalty: 1799.633667
	Iteration 8Q: 3 clusters Score -19627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19627.498047 Penalty: 1799.633667
	Iteration 9F: 3 clusters Score -19627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -65264.488281 Penalty: 1078.979858
	Iteration 0F: 2 clusters Score -65264.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64031.128906 Penalty: 2157.959717
	Iteration 0F: 3 clusters Score -64031.13 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64321.558594 Penalty: 2157.959717
	Iteration 1F: 3 clusters Score -64321.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64450.890625 Penalty: 2157.959717
	Iteration 2F: 3 clusters Score -64450.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64562.539062 Penalty: 2157.959717
	Iteration 3F: 3 clusters Score -64562.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64701.695312 Penalty: 2157.959717
	Iteration 4F: 3 clusters Score -64701.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64813.312500 Penalty: 2157.959717
	Iteration 5F: 3 clusters Score -64813.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64982.917969 Penalty: 2157.959717
	Iteration 6F: 3 clusters Score -64982.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65121.519531 Penalty: 2157.959717
	Iteration 7Q: 3 clusters Score -65121.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65213.660156 Penalty: 2157.959717
	Iteration 8Q: 3 clusters Score -65213.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65260.140625 Penalty: 2157.959717
	Iteration 9Q: 3 clusters Score -65260.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65287.835938 Penalty: 2157.959717
	Iteration 10Q: 3 clusters Score -65287.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -65309.320312 Penalty: 2157.959717
	Iteration 11Q: 3 clusters Score -65309.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -65337.406250 Penalty: 2157.959717
	Iteration 12Q: 3 clusters Score -65337.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65345.507812 Penalty: 2157.959717
	Iteration 13Q: 3 clusters Score -65345.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65357.285156 Penalty: 2157.959717
	Iteration 14Q: 3 clusters Score -65357.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65368.371094 Penalty: 2157.959717
	Iteration 15Q: 3 clusters Score -65368.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65368.371094 Penalty: 2157.959717
	Iteration 16F: 3 clusters Score -65368.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26389 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40720 members 
Mstep: Class 14 contains 16760 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4389 members 
Mstep: Class 19 contains 182336 members 
Mstep: Class 20 contains 112657 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 10329 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58571 members 
Mstep: Class 29 contains 129 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123720 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 397 members 
Mstep: Class 34 contains 2076 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
Score: -101017296.000000 Penalty: 82904.648438
Splitting cluster 33 changes total score from -101018464.000000 to -101017296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -213218.406250 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -213218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -211071.859375 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -211071.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -211527.062500 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -211527.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -211626.468750 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -211626.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -211698.484375 Penalty: 2482.414551
	Iteration 3Q: 3 clusters Score -211698.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -211765.171875 Penalty: 2482.414551
	Iteration 4Q: 3 clusters Score -211765.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -211814.234375 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -211814.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -211855.859375 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -211855.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -211887.656250 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -211887.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -211928.703125 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -211928.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -211960.343750 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -211960.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -211978.609375 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -211978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -211995.984375 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -211996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -212021.671875 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -212021.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212045.406250 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -212045.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212076.656250 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -212076.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212107.828125 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -212107.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212130.687500 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -212130.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -212153.968750 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -212154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212170.828125 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -212170.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -212186.093750 Penalty: 2482.414551
	Iteration 19Q: 3 clusters Score -212186.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -212202.703125 Penalty: 2482.414551
	Iteration 20F: 3 clusters Score -212202.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -212215.765625 Penalty: 2482.414551
	Iteration 21Q: 3 clusters Score -212215.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212232.796875 Penalty: 2482.414551
	Iteration 22Q: 3 clusters Score -212232.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -212249.359375 Penalty: 2482.414551
	Iteration 23Q: 3 clusters Score -212249.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -212271.312500 Penalty: 2482.414551
	Iteration 24Q: 3 clusters Score -212271.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -212284.609375 Penalty: 2482.414551
	Iteration 25Q: 3 clusters Score -212284.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -212300.718750 Penalty: 2482.414551
	Iteration 26Q: 3 clusters Score -212300.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -212315.218750 Penalty: 2482.414551
	Iteration 27Q: 3 clusters Score -212315.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -212328.031250 Penalty: 2482.414551
	Iteration 28Q: 3 clusters Score -212328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -212338.296875 Penalty: 2482.414551
	Iteration 29Q: 3 clusters Score -212338.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -212350.218750 Penalty: 2482.414551
	Iteration 30Q: 3 clusters Score -212350.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -212365.609375 Penalty: 2482.414551
	Iteration 31Q: 3 clusters Score -212365.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -212383.218750 Penalty: 2482.414551
	Iteration 32Q: 3 clusters Score -212383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -212402.312500 Penalty: 2482.414551
	Iteration 33Q: 3 clusters Score -212402.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -212421.343750 Penalty: 2482.414551
	Iteration 34Q: 3 clusters Score -212421.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -212441.312500 Penalty: 2482.414551
	Iteration 35Q: 3 clusters Score -212441.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -212460.125000 Penalty: 2482.414551
	Iteration 36Q: 3 clusters Score -212460.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -212485.515625 Penalty: 2482.414551
	Iteration 37Q: 3 clusters Score -212485.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -212513.343750 Penalty: 2482.414551
	Iteration 38Q: 3 clusters Score -212513.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -212544.062500 Penalty: 2482.414551
	Iteration 39Q: 3 clusters Score -212544.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -212563.656250 Penalty: 2482.414551
	Iteration 40F: 3 clusters Score -212563.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -212581.687500 Penalty: 2482.414551
	Iteration 41Q: 3 clusters Score -212581.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -212596.593750 Penalty: 2482.414551
	Iteration 42Q: 3 clusters Score -212596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -212604.015625 Penalty: 2482.414551
	Iteration 43Q: 3 clusters Score -212604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -212610.656250 Penalty: 2482.414551
	Iteration 44Q: 3 clusters Score -212610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -212612.140625 Penalty: 2482.414551
	Iteration 45Q: 3 clusters Score -212612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -212613.515625 Penalty: 2482.414551
	Iteration 46Q: 3 clusters Score -212613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -212614.640625 Penalty: 2482.414551
	Iteration 47Q: 3 clusters Score -212614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -212615.500000 Penalty: 2482.414551
	Iteration 48Q: 3 clusters Score -212615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -212615.500000 Penalty: 2482.414551
	Iteration 49F: 3 clusters Score -212615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (180308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180308 members 
Entering Unmasked Estep 
Score: -19065482.000000 Penalty: 1966.643555
	Iteration 0F: 2 clusters Score -1.906548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -18945550.000000 Penalty: 3933.287109
	Iteration 0F: 3 clusters Score -1.894555e+07 nChanged 86982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -18997290.000000 Penalty: 3933.287109
	Iteration 1F: 3 clusters Score -1.899729e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -18998554.000000 Penalty: 3933.287109
	Iteration 2Q: 3 clusters Score -1.899855e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -19000150.000000 Penalty: 3933.287109
	Iteration 3Q: 3 clusters Score -1.900015e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -19002148.000000 Penalty: 3933.287109
	Iteration 4Q: 3 clusters Score -1.900215e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -19004692.000000 Penalty: 3933.287109
	Iteration 5Q: 3 clusters Score -1.900469e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -19007590.000000 Penalty: 3933.287109
	Iteration 6Q: 3 clusters Score -1.900759e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -19011718.000000 Penalty: 3933.287109
	Iteration 7Q: 3 clusters Score -1.901172e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -19017462.000000 Penalty: 3933.287109
	Iteration 8F: 3 clusters Score -1.901746e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -19024536.000000 Penalty: 3933.287109
	Iteration 9F: 3 clusters Score -1.902454e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -19031056.000000 Penalty: 3933.287109
	Iteration 10F: 3 clusters Score -1.903106e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 109813 members 
Entering Unmasked Estep 
Score: -19034740.000000 Penalty: 3933.287109
	Iteration 11Q: 3 clusters Score -1.903474e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -19036376.000000 Penalty: 3933.287109
	Iteration 12Q: 3 clusters Score -1.903638e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -19037014.000000 Penalty: 3933.287109
	Iteration 13Q: 3 clusters Score -1.903701e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -19037584.000000 Penalty: 3933.287109
	Iteration 14Q: 3 clusters Score -1.903758e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 116274 members 
Entering Unmasked Estep 
Score: -19038028.000000 Penalty: 3933.287109
	Iteration 15Q: 3 clusters Score -1.903803e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 118133 members 
Entering Unmasked Estep 
Score: -19038462.000000 Penalty: 3933.287109
	Iteration 16Q: 3 clusters Score -1.903846e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 120088 members 
Entering Unmasked Estep 
Score: -19038830.000000 Penalty: 3933.287109
	Iteration 17Q: 3 clusters Score -1.903883e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 122211 members 
Entering Unmasked Estep 
Score: -19039370.000000 Penalty: 3933.287109
	Iteration 18Q: 3 clusters Score -1.903937e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -19039864.000000 Penalty: 3933.287109
	Iteration 19Q: 3 clusters Score -1.903986e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 126866 members 
Entering Unmasked Estep 
Score: -19040566.000000 Penalty: 3933.287109
	Iteration 20F: 3 clusters Score -1.904057e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 129389 members 
Entering Unmasked Estep 
Score: -19041302.000000 Penalty: 3933.287109
	Iteration 21Q: 3 clusters Score -1.90413e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -19041952.000000 Penalty: 3933.287109
	Iteration 22Q: 3 clusters Score -1.904195e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 134664 members 
Entering Unmasked Estep 
Score: -19042706.000000 Penalty: 3933.287109
	Iteration 23Q: 3 clusters Score -1.904271e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -19043494.000000 Penalty: 3933.287109
	Iteration 24Q: 3 clusters Score -1.904349e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -19044382.000000 Penalty: 3933.287109
	Iteration 25Q: 3 clusters Score -1.904438e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -19045404.000000 Penalty: 3933.287109
	Iteration 26Q: 3 clusters Score -1.90454e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -19046550.000000 Penalty: 3933.287109
	Iteration 27Q: 3 clusters Score -1.904655e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 150673 members 
Entering Unmasked Estep 
Score: -19047946.000000 Penalty: 3933.287109
	Iteration 28Q: 3 clusters Score -1.904795e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -19049570.000000 Penalty: 3933.287109
	Iteration 29Q: 3 clusters Score -1.904957e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -19051066.000000 Penalty: 3933.287109
	Iteration 30Q: 3 clusters Score -1.905107e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -19052832.000000 Penalty: 3933.287109
	Iteration 31Q: 3 clusters Score -1.905283e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -19054704.000000 Penalty: 3933.287109
	Iteration 32Q: 3 clusters Score -1.90547e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 167978 members 
Entering Unmasked Estep 
Score: -19056518.000000 Penalty: 3933.287109
	Iteration 33Q: 3 clusters Score -1.905652e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 170926 members 
Entering Unmasked Estep 
Score: -19058342.000000 Penalty: 3933.287109
	Iteration 34Q: 3 clusters Score -1.905834e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -19060272.000000 Penalty: 3933.287109
	Iteration 35Q: 3 clusters Score -1.906027e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 175716 members 
Entering Unmasked Estep 
Score: -19061546.000000 Penalty: 3933.287109
	Iteration 36Q: 3 clusters Score -1.906155e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 177382 members 
Entering Unmasked Estep 
Score: -19062466.000000 Penalty: 3933.287109
	Iteration 37Q: 3 clusters Score -1.906247e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 178519 members 
Entering Unmasked Estep 
Score: -19063124.000000 Penalty: 3933.287109
	Iteration 38Q: 3 clusters Score -1.906312e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -19063444.000000 Penalty: 3933.287109
	Iteration 39Q: 3 clusters Score -1.906344e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 179591 members 
Entering Unmasked Estep 
Score: -19063534.000000 Penalty: 3933.287109
	Iteration 40F: 3 clusters Score -1.906353e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 179769 members 
Entering Unmasked Estep 
Score: -19063664.000000 Penalty: 3933.287109
	Iteration 41Q: 3 clusters Score -1.906366e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 179870 members 
Entering Unmasked Estep 
Score: -19063686.000000 Penalty: 3933.287109
	Iteration 42Q: 3 clusters Score -1.906369e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -19063738.000000 Penalty: 3933.287109
	Iteration 43Q: 3 clusters Score -1.906374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 179965 members 
Entering Unmasked Estep 
Score: -19063762.000000 Penalty: 3933.287109
	Iteration 44Q: 3 clusters Score -1.906376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 179989 members 
Entering Unmasked Estep 
Score: -19063780.000000 Penalty: 3933.287109
	Iteration 45Q: 3 clusters Score -1.906378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 180006 members 
Entering Unmasked Estep 
Score: -19063798.000000 Penalty: 3933.287109
	Iteration 46Q: 3 clusters Score -1.90638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180018 members 
Entering Unmasked Estep 
Score: -19063810.000000 Penalty: 3933.287109
	Iteration 47Q: 3 clusters Score -1.906381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 180028 members 
Entering Unmasked Estep 
Score: -19063814.000000 Penalty: 3933.287109
	Iteration 48Q: 3 clusters Score -1.906381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 180034 members 
Entering Unmasked Estep 
Score: -19063816.000000 Penalty: 3933.287109
	Iteration 49Q: 3 clusters Score -1.906382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 180045 members 
Entering Unmasked Estep 
Score: -19063844.000000 Penalty: 3933.287109
	Iteration 50Q: 3 clusters Score -1.906384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 180049 members 
Entering Unmasked Estep 
Score: -19063842.000000 Penalty: 3933.287109
	Iteration 51Q: 3 clusters Score -1.906384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180050 members 
Entering Unmasked Estep 
Score: -19063854.000000 Penalty: 3933.287109
	Iteration 52Q: 3 clusters Score -1.906385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 180052 members 
Entering Unmasked Estep 
Score: -19063858.000000 Penalty: 3933.287109
	Iteration 53Q: 3 clusters Score -1.906386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180053 members 
Entering Unmasked Estep 
Score: -19063860.000000 Penalty: 3933.287109
	Iteration 54Q: 3 clusters Score -1.906386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180054 members 
Entering Unmasked Estep 
Score: -19063858.000000 Penalty: 3933.287109
	Iteration 55Q: 3 clusters Score -1.906386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 180055 members 
Entering Unmasked Estep 
Score: -19063862.000000 Penalty: 3933.287109
	Iteration 56Q: 3 clusters Score -1.906386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 180056 members 
Entering Unmasked Estep 
Score: -19063856.000000 Penalty: 3933.287109
	Iteration 57Q: 3 clusters Score -1.906386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 180056 members 
Entering Unmasked Estep 
Score: -19063856.000000 Penalty: 3933.287109
	Iteration 58F: 3 clusters Score -1.906386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -10713.490234 Penalty: 827.734375
	Iteration 0F: 2 clusters Score -10713.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10235.084961 Penalty: 1655.468750
	Iteration 0F: 3 clusters Score -10235.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10428.636719 Penalty: 1655.468750
	Iteration 1F: 3 clusters Score -10428.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -10625.067383 Penalty: 1655.468750
	Iteration 2F: 3 clusters Score -10625.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -10638.598633 Penalty: 1655.468750
	Iteration 3Q: 3 clusters Score -10638.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -10638.598633 Penalty: 1655.468750
	Iteration 4F: 3 clusters Score -10638.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26389 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40720 members 
Mstep: Class 14 contains 16760 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4389 members 
Mstep: Class 19 contains 182336 members 
Mstep: Class 20 contains 112657 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 10329 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 9593 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58571 members 
Mstep: Class 29 contains 129 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123720 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2076 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018448.000000 Penalty: 80663.984375
Iteration 119Q: 37 clusters Score -1.010184e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26388 members 
Mstep: Class 4 contains 17852 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 89032 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 40720 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 12463 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 182342 members 
Mstep: Class 20 contains 112657 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 10330 members 
Mstep: Class 25 contains 4866 members 
Mstep: Class 26 contains 9592 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58570 members 
Mstep: Class 29 contains 125 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123717 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2078 members 
Mstep: Class 35 contains 180305 members 
Mstep: Class 36 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018536.000000 Penalty: 80663.984375
Iteration 120F: 37 clusters Score -1.010185e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26387 members 
Mstep: Class 4 contains 17852 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10535 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13246 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40719 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 12469 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 182337 members 
Mstep: Class 20 contains 112658 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9500 members 
Mstep: Class 24 contains 10328 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9594 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58568 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123712 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180307 members 
Mstep: Class 36 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018528.000000 Penalty: 80663.984375
Iteration 121Q: 37 clusters Score -1.010185e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26386 members 
Mstep: Class 4 contains 17851 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 89032 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13246 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40717 members 
Mstep: Class 14 contains 16759 members 
Mstep: Class 15 contains 12473 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4379 members 
Mstep: Class 19 contains 182339 members 
Mstep: Class 20 contains 112659 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 10331 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9595 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58566 members 
Mstep: Class 29 contains 122 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123712 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 763 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180310 members 
Mstep: Class 36 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018504.000000 Penalty: 80663.984375
Iteration 122Q: 37 clusters Score -1.010185e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26384 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13251 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40715 members 
Mstep: Class 14 contains 16758 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4377 members 
Mstep: Class 19 contains 182340 members 
Mstep: Class 20 contains 112658 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9505 members 
Mstep: Class 24 contains 10333 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9596 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58560 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123710 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180313 members 
Mstep: Class 36 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018640.000000 Penalty: 80663.984375
Iteration 123Q: 37 clusters Score -1.010186e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 26380 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13259 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40714 members 
Mstep: Class 14 contains 16755 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 182345 members 
Mstep: Class 20 contains 112659 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 10326 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9598 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58560 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123708 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018576.000000 Penalty: 80663.984375
Iteration 124Q: 37 clusters Score -1.010186e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26378 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 3388 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13271 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40712 members 
Mstep: Class 14 contains 16754 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 182346 members 
Mstep: Class 20 contains 112660 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 10323 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9601 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58559 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123707 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180317 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018440.000000 Penalty: 80663.984375
Iteration 125Q: 37 clusters Score -1.010184e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 26376 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13280 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40707 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 182351 members 
Mstep: Class 20 contains 112663 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9510 members 
Mstep: Class 24 contains 10324 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9602 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58559 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123704 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 774 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180318 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018464.000000 Penalty: 80663.984375
Iteration 126Q: 37 clusters Score -1.010185e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 26374 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40702 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 182349 members 
Mstep: Class 20 contains 112662 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 10328 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9603 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58558 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123702 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180320 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018480.000000 Penalty: 80663.984375
Iteration 127Q: 37 clusters Score -1.010185e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26374 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10529 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13310 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40694 members 
Mstep: Class 14 contains 16752 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112662 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10331 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 9603 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 58556 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123701 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 780 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180316 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018456.000000 Penalty: 80663.984375
Iteration 128Q: 37 clusters Score -1.010185e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26374 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10529 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13330 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40685 members 
Mstep: Class 14 contains 16748 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112659 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9526 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 4862 members 
Mstep: Class 26 contains 9603 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58557 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123699 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 782 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018576.000000 Penalty: 80663.984375
Iteration 129Q: 37 clusters Score -1.010186e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26375 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13334 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40680 members 
Mstep: Class 14 contains 16749 members 
Mstep: Class 15 contains 12476 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 182349 members 
Mstep: Class 20 contains 112654 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9528 members 
Mstep: Class 24 contains 10338 members 
Mstep: Class 25 contains 4862 members 
Mstep: Class 26 contains 9602 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58556 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123700 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180314 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018568.000000 Penalty: 80663.984375
Iteration 130Q: 37 clusters Score -1.010186e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 26376 members 
Mstep: Class 4 contains 17852 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 89031 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40679 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 12482 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 182355 members 
Mstep: Class 20 contains 112654 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9528 members 
Mstep: Class 24 contains 10339 members 
Mstep: Class 25 contains 4861 members 
Mstep: Class 26 contains 9600 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58554 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123697 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180310 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018448.000000 Penalty: 80663.984375
Iteration 131Q: 37 clusters Score -1.010184e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 26375 members 
Mstep: Class 4 contains 17851 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10533 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40675 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 12487 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 182351 members 
Mstep: Class 20 contains 112651 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10337 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9601 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58553 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123694 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180309 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018520.000000 Penalty: 80663.984375
Iteration 132Q: 37 clusters Score -1.010185e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 26375 members 
Mstep: Class 4 contains 17850 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13355 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40674 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 12491 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 182347 members 
Mstep: Class 20 contains 112648 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10340 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 9603 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123691 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018560.000000 Penalty: 80663.984375
Iteration 133Q: 37 clusters Score -1.010186e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26373 members 
Mstep: Class 4 contains 17850 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10533 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13357 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 12494 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 182345 members 
Mstep: Class 20 contains 112647 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 9605 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58553 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123690 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018520.000000 Penalty: 80663.984375
Iteration 134Q: 37 clusters Score -1.010185e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17849 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10535 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13358 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16746 members 
Mstep: Class 15 contains 12495 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 182343 members 
Mstep: Class 20 contains 112646 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10340 members 
Mstep: Class 25 contains 4860 members 
Mstep: Class 26 contains 9607 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58553 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123689 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180309 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018424.000000 Penalty: 80663.984375
Iteration 135Q: 37 clusters Score -1.010184e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17848 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10537 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13356 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16746 members 
Mstep: Class 15 contains 12496 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 182345 members 
Mstep: Class 20 contains 112648 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10340 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 9608 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58553 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123688 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180311 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018464.000000 Penalty: 80663.984375
Iteration 136Q: 37 clusters Score -1.010185e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17849 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13361 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 12496 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 182344 members 
Mstep: Class 20 contains 112651 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9609 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58553 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123687 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180311 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018432.000000 Penalty: 80663.984375
Iteration 137Q: 37 clusters Score -1.010184e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17849 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13363 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16744 members 
Mstep: Class 15 contains 12497 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 182345 members 
Mstep: Class 20 contains 112653 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9612 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123689 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180307 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018448.000000 Penalty: 80663.984375
Iteration 138Q: 37 clusters Score -1.010184e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26373 members 
Mstep: Class 4 contains 17850 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13368 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16742 members 
Mstep: Class 15 contains 12499 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 182345 members 
Mstep: Class 20 contains 112655 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9613 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123684 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180306 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018480.000000 Penalty: 80663.984375
Iteration 139Q: 37 clusters Score -1.010185e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10984 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17852 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13369 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16737 members 
Mstep: Class 15 contains 12501 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 182348 members 
Mstep: Class 20 contains 112656 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9614 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123684 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180306 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018464.000000 Penalty: 80663.984375
Iteration 140F: 37 clusters Score -1.010185e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10984 members 
Mstep: Class 3 contains 26371 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13368 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16735 members 
Mstep: Class 15 contains 12504 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182347 members 
Mstep: Class 20 contains 112658 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10342 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9614 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123684 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180305 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018504.000000 Penalty: 80663.984375
Iteration 141Q: 37 clusters Score -1.010185e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13361 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12505 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 182351 members 
Mstep: Class 20 contains 112662 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123680 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180306 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018416.000000 Penalty: 80663.984375
Iteration 142Q: 37 clusters Score -1.010184e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17854 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13361 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12505 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182351 members 
Mstep: Class 20 contains 112663 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123680 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180307 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018376.000000 Penalty: 80663.984375
Iteration 143Q: 37 clusters Score -1.010184e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 17854 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13359 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12506 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182351 members 
Mstep: Class 20 contains 112665 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123680 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180308 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018448.000000 Penalty: 80663.984375
Iteration 144Q: 37 clusters Score -1.010184e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26368 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89034 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112666 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123679 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180312 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018496.000000 Penalty: 80663.984375
Iteration 145Q: 37 clusters Score -1.010185e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018496.000000 Penalty: 80663.984375
Iteration 146Q: 37 clusters Score -1.010185e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123677 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180317 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018480.000000 Penalty: 80663.984375
Iteration 147Q: 37 clusters Score -1.010185e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123677 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180316 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018480.000000 Penalty: 80663.984375
Iteration 148Q: 37 clusters Score -1.010185e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018472.000000 Penalty: 80663.984375
Iteration 149Q: 37 clusters Score -1.010185e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101018472.000000 Penalty: 80663.984375
Iteration 150F: 37 clusters Score -1.010185e+08 nChanged 0
Entering ConstructFrom: 
Score: -101018472.000000 Penalty: 80663.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -162125.812500 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -162125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160211.875000 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -160211.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160663.421875 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -160663.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -160786.125000 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -160786.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160895.671875 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -160895.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160997.609375 Penalty: 2432.784912
	Iteration 4Q: 3 clusters Score -160997.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161077.656250 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -161077.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161189.734375 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -161189.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161285.750000 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -161285.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161384.031250 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -161384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -161505.406250 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -161505.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161598.765625 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -161598.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161673.312500 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -161673.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161719.140625 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -161719.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161748.562500 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -161748.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -161774.296875 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -161774.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -161792.578125 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -161792.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161809.812500 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -161809.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161827.812500 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -161827.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161848.093750 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -161848.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -161856.031250 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -161856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -161863.625000 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -161863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161878.250000 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -161878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -161884.906250 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -161884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161887.234375 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -161887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161887.234375 Penalty: 2432.784912
	Iteration 24F: 3 clusters Score -161887.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Entering Unmasked Estep 
Score: -1099491.500000 Penalty: 1511.946533
	Iteration 0F: 2 clusters Score -1099492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1091732.250000 Penalty: 3023.893066
	Iteration 0F: 3 clusters Score -1091732 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1094321.000000 Penalty: 3023.893066
	Iteration 1F: 3 clusters Score -1094321 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1094648.875000 Penalty: 3023.893066
	Iteration 2F: 3 clusters Score -1094649 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1094898.250000 Penalty: 3023.893066
	Iteration 3F: 3 clusters Score -1094898 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1095144.375000 Penalty: 3023.893066
	Iteration 4Q: 3 clusters Score -1095144 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1095369.750000 Penalty: 3023.893066
	Iteration 5Q: 3 clusters Score -1095370 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1095624.000000 Penalty: 3023.893066
	Iteration 6Q: 3 clusters Score -1095624 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1095889.875000 Penalty: 3023.893066
	Iteration 7Q: 3 clusters Score -1095890 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1096168.375000 Penalty: 3023.893066
	Iteration 8Q: 3 clusters Score -1096168 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1096479.625000 Penalty: 3023.893066
	Iteration 9Q: 3 clusters Score -1096480 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1096799.000000 Penalty: 3023.893066
	Iteration 10Q: 3 clusters Score -1096799 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1097130.875000 Penalty: 3023.893066
	Iteration 11Q: 3 clusters Score -1097131 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1097440.875000 Penalty: 3023.893066
	Iteration 12Q: 3 clusters Score -1097441 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1097696.000000 Penalty: 3023.893066
	Iteration 13Q: 3 clusters Score -1097696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1097867.750000 Penalty: 3023.893066
	Iteration 14Q: 3 clusters Score -1097868 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1097985.125000 Penalty: 3023.893066
	Iteration 15Q: 3 clusters Score -1097985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1098066.125000 Penalty: 3023.893066
	Iteration 16Q: 3 clusters Score -1098066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1098109.750000 Penalty: 3023.893066
	Iteration 17Q: 3 clusters Score -1098110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1098159.875000 Penalty: 3023.893066
	Iteration 18Q: 3 clusters Score -1098160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1098204.250000 Penalty: 3023.893066
	Iteration 19Q: 3 clusters Score -1098204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1098237.875000 Penalty: 3023.893066
	Iteration 20F: 3 clusters Score -1098238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1098257.875000 Penalty: 3023.893066
	Iteration 21Q: 3 clusters Score -1098258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1098268.250000 Penalty: 3023.893066
	Iteration 22Q: 3 clusters Score -1098268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1098279.500000 Penalty: 3023.893066
	Iteration 23Q: 3 clusters Score -1098280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1098282.875000 Penalty: 3023.893066
	Iteration 24Q: 3 clusters Score -1098283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1098290.625000 Penalty: 3023.893066
	Iteration 25Q: 3 clusters Score -1098291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1098291.875000 Penalty: 3023.893066
	Iteration 26Q: 3 clusters Score -1098292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1098297.250000 Penalty: 3023.893066
	Iteration 27Q: 3 clusters Score -1098297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1098299.125000 Penalty: 3023.893066
	Iteration 28Q: 3 clusters Score -1098299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1098301.000000 Penalty: 3023.893066
	Iteration 29Q: 3 clusters Score -1098301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1098301.000000 Penalty: 3023.893066
	Iteration 30F: 3 clusters Score -1098301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Entering Unmasked Estep 
Score: -2739266.250000 Penalty: 1654.222412
	Iteration 0F: 2 clusters Score -2739266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2721537.000000 Penalty: 3308.444824
	Iteration 0F: 3 clusters Score -2721537 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2728041.500000 Penalty: 3308.444824
	Iteration 1F: 3 clusters Score -2728042 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2728357.750000 Penalty: 3308.444824
	Iteration 2Q: 3 clusters Score -2728358 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2728592.750000 Penalty: 3308.444824
	Iteration 3Q: 3 clusters Score -2728593 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2728805.250000 Penalty: 3308.444824
	Iteration 4Q: 3 clusters Score -2728805 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2728987.750000 Penalty: 3308.444824
	Iteration 5Q: 3 clusters Score -2728988 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2729189.500000 Penalty: 3308.444824
	Iteration 6Q: 3 clusters Score -2729190 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2729429.500000 Penalty: 3308.444824
	Iteration 7Q: 3 clusters Score -2729430 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2729718.500000 Penalty: 3308.444824
	Iteration 8Q: 3 clusters Score -2729718 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2730116.250000 Penalty: 3308.444824
	Iteration 9Q: 3 clusters Score -2730116 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2730713.500000 Penalty: 3308.444824
	Iteration 10Q: 3 clusters Score -2730714 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2731469.250000 Penalty: 3308.444824
	Iteration 11Q: 3 clusters Score -2731469 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2732559.750000 Penalty: 3308.444824
	Iteration 12F: 3 clusters Score -2732560 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2733711.500000 Penalty: 3308.444824
	Iteration 13F: 3 clusters Score -2733712 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2734755.750000 Penalty: 3308.444824
	Iteration 14Q: 3 clusters Score -2734756 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2735641.750000 Penalty: 3308.444824
	Iteration 15Q: 3 clusters Score -2735642 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2736320.750000 Penalty: 3308.444824
	Iteration 16Q: 3 clusters Score -2736321 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2736786.250000 Penalty: 3308.444824
	Iteration 17Q: 3 clusters Score -2736786 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2737076.500000 Penalty: 3308.444824
	Iteration 18Q: 3 clusters Score -2737076 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2737311.250000 Penalty: 3308.444824
	Iteration 19Q: 3 clusters Score -2737311 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2737484.250000 Penalty: 3308.444824
	Iteration 20F: 3 clusters Score -2737484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2737588.250000 Penalty: 3308.444824
	Iteration 21Q: 3 clusters Score -2737588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2737650.000000 Penalty: 3308.444824
	Iteration 22Q: 3 clusters Score -2737650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2737691.000000 Penalty: 3308.444824
	Iteration 23Q: 3 clusters Score -2737691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2737724.500000 Penalty: 3308.444824
	Iteration 24Q: 3 clusters Score -2737724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2737755.250000 Penalty: 3308.444824
	Iteration 25Q: 3 clusters Score -2737755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2737773.750000 Penalty: 3308.444824
	Iteration 26Q: 3 clusters Score -2737774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2737785.250000 Penalty: 3308.444824
	Iteration 27Q: 3 clusters Score -2737785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2737796.750000 Penalty: 3308.444824
	Iteration 28Q: 3 clusters Score -2737797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2737798.500000 Penalty: 3308.444824
	Iteration 29Q: 3 clusters Score -2737798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2737799.750000 Penalty: 3308.444824
	Iteration 30Q: 3 clusters Score -2737800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2737799.250000 Penalty: 3308.444824
	Iteration 31Q: 3 clusters Score -2737799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2737798.750000 Penalty: 3308.444824
	Iteration 32Q: 3 clusters Score -2737799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2737802.000000 Penalty: 3308.444824
	Iteration 33Q: 3 clusters Score -2737802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2737807.750000 Penalty: 3308.444824
	Iteration 34Q: 3 clusters Score -2737808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2737810.250000 Penalty: 3308.444824
	Iteration 35Q: 3 clusters Score -2737810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2737810.500000 Penalty: 3308.444824
	Iteration 36Q: 3 clusters Score -2737810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2737809.000000 Penalty: 3308.444824
	Iteration 37Q: 3 clusters Score -2737809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2737815.750000 Penalty: 3308.444824
	Iteration 38Q: 3 clusters Score -2737816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2737821.250000 Penalty: 3308.444824
	Iteration 39Q: 3 clusters Score -2737821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2737820.750000 Penalty: 3308.444824
	Iteration 40F: 3 clusters Score -2737821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Entering Unmasked Estep 
Score: -1945303.000000 Penalty: 1590.863037
	Iteration 0F: 2 clusters Score -1945303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1933165.625000 Penalty: 3181.726074
	Iteration 0F: 3 clusters Score -1933166 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1937621.500000 Penalty: 3181.726074
	Iteration 1F: 3 clusters Score -1937622 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1938001.625000 Penalty: 3181.726074
	Iteration 2F: 3 clusters Score -1938002 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1938433.375000 Penalty: 3181.726074
	Iteration 3F: 3 clusters Score -1938433 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1938966.625000 Penalty: 3181.726074
	Iteration 4F: 3 clusters Score -1938967 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1939629.375000 Penalty: 3181.726074
	Iteration 5F: 3 clusters Score -1939629 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1940433.375000 Penalty: 3181.726074
	Iteration 6F: 3 clusters Score -1940433 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1941320.125000 Penalty: 3181.726074
	Iteration 7F: 3 clusters Score -1941320 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1942084.375000 Penalty: 3181.726074
	Iteration 8F: 3 clusters Score -1942084 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1942698.375000 Penalty: 3181.726074
	Iteration 9Q: 3 clusters Score -1942698 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1943094.125000 Penalty: 3181.726074
	Iteration 10Q: 3 clusters Score -1943094 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1943346.250000 Penalty: 3181.726074
	Iteration 11Q: 3 clusters Score -1943346 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1943495.250000 Penalty: 3181.726074
	Iteration 12Q: 3 clusters Score -1943495 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1943611.375000 Penalty: 3181.726074
	Iteration 13Q: 3 clusters Score -1943611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1943669.625000 Penalty: 3181.726074
	Iteration 14Q: 3 clusters Score -1943670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1943724.875000 Penalty: 3181.726074
	Iteration 15Q: 3 clusters Score -1943725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1943770.250000 Penalty: 3181.726074
	Iteration 16Q: 3 clusters Score -1943770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1943818.250000 Penalty: 3181.726074
	Iteration 17Q: 3 clusters Score -1943818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1943862.750000 Penalty: 3181.726074
	Iteration 18Q: 3 clusters Score -1943863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1943900.250000 Penalty: 3181.726074
	Iteration 19Q: 3 clusters Score -1943900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1943926.375000 Penalty: 3181.726074
	Iteration 20F: 3 clusters Score -1943926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1943966.875000 Penalty: 3181.726074
	Iteration 21Q: 3 clusters Score -1943967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1944000.625000 Penalty: 3181.726074
	Iteration 22Q: 3 clusters Score -1944001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1944034.250000 Penalty: 3181.726074
	Iteration 23Q: 3 clusters Score -1944034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1944061.000000 Penalty: 3181.726074
	Iteration 24Q: 3 clusters Score -1944061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1944075.375000 Penalty: 3181.726074
	Iteration 25Q: 3 clusters Score -1944075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1944087.875000 Penalty: 3181.726074
	Iteration 26Q: 3 clusters Score -1944088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1944102.125000 Penalty: 3181.726074
	Iteration 27Q: 3 clusters Score -1944102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1944120.000000 Penalty: 3181.726074
	Iteration 28Q: 3 clusters Score -1944120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1944133.375000 Penalty: 3181.726074
	Iteration 29Q: 3 clusters Score -1944133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1944139.875000 Penalty: 3181.726074
	Iteration 30Q: 3 clusters Score -1944140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1944142.875000 Penalty: 3181.726074
	Iteration 31Q: 3 clusters Score -1944143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1944147.750000 Penalty: 3181.726074
	Iteration 32Q: 3 clusters Score -1944148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1944151.125000 Penalty: 3181.726074
	Iteration 33Q: 3 clusters Score -1944151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1944153.000000 Penalty: 3181.726074
	Iteration 34Q: 3 clusters Score -1944153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1944154.000000 Penalty: 3181.726074
	Iteration 35Q: 3 clusters Score -1944154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1944152.750000 Penalty: 3181.726074
	Iteration 36Q: 3 clusters Score -1944153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1944152.750000 Penalty: 3181.726074
	Iteration 37F: 3 clusters Score -1944153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -255459.171875 Penalty: 1277.843384
	Iteration 0F: 2 clusters Score -255459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -253047.109375 Penalty: 2555.686768
	Iteration 0F: 3 clusters Score -253047.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -253753.609375 Penalty: 2555.686768
	Iteration 1F: 3 clusters Score -253753.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -253950.109375 Penalty: 2555.686768
	Iteration 2F: 3 clusters Score -253950.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -254156.265625 Penalty: 2555.686768
	Iteration 3F: 3 clusters Score -254156.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -254409.234375 Penalty: 2555.686768
	Iteration 4F: 3 clusters Score -254409.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254651.937500 Penalty: 2555.686768
	Iteration 5F: 3 clusters Score -254651.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -254901.265625 Penalty: 2555.686768
	Iteration 6F: 3 clusters Score -254901.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -255069.093750 Penalty: 2555.686768
	Iteration 7Q: 3 clusters Score -255069.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -255155.406250 Penalty: 2555.686768
	Iteration 8Q: 3 clusters Score -255155.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255218.046875 Penalty: 2555.686768
	Iteration 9Q: 3 clusters Score -255218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -255250.609375 Penalty: 2555.686768
	Iteration 10Q: 3 clusters Score -255250.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -255268.312500 Penalty: 2555.686768
	Iteration 11Q: 3 clusters Score -255268.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -255284.953125 Penalty: 2555.686768
	Iteration 12Q: 3 clusters Score -255285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -255293.031250 Penalty: 2555.686768
	Iteration 13Q: 3 clusters Score -255293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -255297.953125 Penalty: 2555.686768
	Iteration 14Q: 3 clusters Score -255298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -255302.734375 Penalty: 2555.686768
	Iteration 15Q: 3 clusters Score -255302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -255304.531250 Penalty: 2555.686768
	Iteration 16Q: 3 clusters Score -255304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -255306.125000 Penalty: 2555.686768
	Iteration 17Q: 3 clusters Score -255306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -255306.750000 Penalty: 2555.686768
	Iteration 18Q: 3 clusters Score -255306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255307.343750 Penalty: 2555.686768
	Iteration 19Q: 3 clusters Score -255307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255307.625000 Penalty: 2555.686768
	Iteration 20F: 3 clusters Score -255307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -255308.156250 Penalty: 2555.686768
	Iteration 21Q: 3 clusters Score -255308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -255308.531250 Penalty: 2555.686768
	Iteration 22Q: 3 clusters Score -255308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -255308.531250 Penalty: 2555.686768
	Iteration 23F: 3 clusters Score -255308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Entering Unmasked Estep 
Score: -9691184.000000 Penalty: 1851.973999
	Iteration 0F: 2 clusters Score -9691184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -9631497.000000 Penalty: 3703.947998
	Iteration 0F: 3 clusters Score -9631497 nChanged 42440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -9655727.000000 Penalty: 3703.947998
	Iteration 1F: 3 clusters Score -9655727 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -9656306.000000 Penalty: 3703.947998
	Iteration 2Q: 3 clusters Score -9656306 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -9657076.000000 Penalty: 3703.947998
	Iteration 3Q: 3 clusters Score -9657076 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -9658237.000000 Penalty: 3703.947998
	Iteration 4Q: 3 clusters Score -9658237 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -9660299.000000 Penalty: 3703.947998
	Iteration 5Q: 3 clusters Score -9660299 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -9663826.000000 Penalty: 3703.947998
	Iteration 6F: 3 clusters Score -9663826 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -9669448.000000 Penalty: 3703.947998
	Iteration 7F: 3 clusters Score -9669448 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -9676549.000000 Penalty: 3703.947998
	Iteration 8F: 3 clusters Score -9676549 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -9682854.000000 Penalty: 3703.947998
	Iteration 9F: 3 clusters Score -9682854 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -9686613.000000 Penalty: 3703.947998
	Iteration 10Q: 3 clusters Score -9686613 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9688329.000000 Penalty: 3703.947998
	Iteration 11Q: 3 clusters Score -9688329 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9689002.000000 Penalty: 3703.947998
	Iteration 12Q: 3 clusters Score -9689002 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9689314.000000 Penalty: 3703.947998
	Iteration 13Q: 3 clusters Score -9689314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9689438.000000 Penalty: 3703.947998
	Iteration 14Q: 3 clusters Score -9689438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9689489.000000 Penalty: 3703.947998
	Iteration 15Q: 3 clusters Score -9689489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9689517.000000 Penalty: 3703.947998
	Iteration 16Q: 3 clusters Score -9689517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9689530.000000 Penalty: 3703.947998
	Iteration 17Q: 3 clusters Score -9689530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9689540.000000 Penalty: 3703.947998
	Iteration 18Q: 3 clusters Score -9689540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9689550.000000 Penalty: 3703.947998
	Iteration 19Q: 3 clusters Score -9689550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9689557.000000 Penalty: 3703.947998
	Iteration 20F: 3 clusters Score -9689557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9689567.000000 Penalty: 3703.947998
	Iteration 21Q: 3 clusters Score -9689567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9689565.000000 Penalty: 3703.947998
	Iteration 22Q: 3 clusters Score -9689565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9689570.000000 Penalty: 3703.947998
	Iteration 23Q: 3 clusters Score -9689570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9689570.000000 Penalty: 3703.947998
	Iteration 24F: 3 clusters Score -9689570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Entering Unmasked Estep 
Score: -1071914.375000 Penalty: 1505.226562
	Iteration 0F: 2 clusters Score -1071914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1064351.250000 Penalty: 3010.453125
	Iteration 0F: 3 clusters Score -1064351 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1066942.250000 Penalty: 3010.453125
	Iteration 1F: 3 clusters Score -1066942 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1067274.000000 Penalty: 3010.453125
	Iteration 2F: 3 clusters Score -1067274 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1067608.125000 Penalty: 3010.453125
	Iteration 3F: 3 clusters Score -1067608 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1067901.000000 Penalty: 3010.453125
	Iteration 4F: 3 clusters Score -1067901 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1068157.500000 Penalty: 3010.453125
	Iteration 5F: 3 clusters Score -1068158 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1068410.625000 Penalty: 3010.453125
	Iteration 6Q: 3 clusters Score -1068411 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1068656.000000 Penalty: 3010.453125
	Iteration 7Q: 3 clusters Score -1068656 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1068887.000000 Penalty: 3010.453125
	Iteration 8Q: 3 clusters Score -1068887 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1069046.250000 Penalty: 3010.453125
	Iteration 9Q: 3 clusters Score -1069046 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1069186.375000 Penalty: 3010.453125
	Iteration 10Q: 3 clusters Score -1069186 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1069300.500000 Penalty: 3010.453125
	Iteration 11Q: 3 clusters Score -1069300 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1069431.750000 Penalty: 3010.453125
	Iteration 12Q: 3 clusters Score -1069432 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1069561.250000 Penalty: 3010.453125
	Iteration 13Q: 3 clusters Score -1069561 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1069693.875000 Penalty: 3010.453125
	Iteration 14Q: 3 clusters Score -1069694 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1069818.625000 Penalty: 3010.453125
	Iteration 15Q: 3 clusters Score -1069819 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1069934.000000 Penalty: 3010.453125
	Iteration 16Q: 3 clusters Score -1069934 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1070035.250000 Penalty: 3010.453125
	Iteration 17Q: 3 clusters Score -1070035 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1070143.625000 Penalty: 3010.453125
	Iteration 18Q: 3 clusters Score -1070144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1070235.250000 Penalty: 3010.453125
	Iteration 19Q: 3 clusters Score -1070235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1070307.250000 Penalty: 3010.453125
	Iteration 20F: 3 clusters Score -1070307 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1070379.000000 Penalty: 3010.453125
	Iteration 21Q: 3 clusters Score -1070379 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1070445.875000 Penalty: 3010.453125
	Iteration 22Q: 3 clusters Score -1070446 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1070501.125000 Penalty: 3010.453125
	Iteration 23Q: 3 clusters Score -1070501 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1070535.375000 Penalty: 3010.453125
	Iteration 24Q: 3 clusters Score -1070535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1070570.125000 Penalty: 3010.453125
	Iteration 25Q: 3 clusters Score -1070570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1070595.000000 Penalty: 3010.453125
	Iteration 26Q: 3 clusters Score -1070595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1070614.500000 Penalty: 3010.453125
	Iteration 27Q: 3 clusters Score -1070614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1070636.250000 Penalty: 3010.453125
	Iteration 28Q: 3 clusters Score -1070636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1070650.500000 Penalty: 3010.453125
	Iteration 29Q: 3 clusters Score -1070650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1070662.250000 Penalty: 3010.453125
	Iteration 30Q: 3 clusters Score -1070662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1070675.000000 Penalty: 3010.453125
	Iteration 31Q: 3 clusters Score -1070675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1070685.875000 Penalty: 3010.453125
	Iteration 32Q: 3 clusters Score -1070686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1070691.750000 Penalty: 3010.453125
	Iteration 33Q: 3 clusters Score -1070692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1070698.500000 Penalty: 3010.453125
	Iteration 34Q: 3 clusters Score -1070698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1070705.375000 Penalty: 3010.453125
	Iteration 35Q: 3 clusters Score -1070705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1070706.250000 Penalty: 3010.453125
	Iteration 36Q: 3 clusters Score -1070706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1070707.375000 Penalty: 3010.453125
	Iteration 37Q: 3 clusters Score -1070707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1070709.375000 Penalty: 3010.453125
	Iteration 38Q: 3 clusters Score -1070709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1070708.625000 Penalty: 3010.453125
	Iteration 39Q: 3 clusters Score -1070709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1070708.875000 Penalty: 3010.453125
	Iteration 40F: 3 clusters Score -1070709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1070712.250000 Penalty: 3010.453125
	Iteration 41Q: 3 clusters Score -1070712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1070715.625000 Penalty: 3010.453125
	Iteration 42Q: 3 clusters Score -1070716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1070719.750000 Penalty: 3010.453125
	Iteration 43Q: 3 clusters Score -1070720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1070724.375000 Penalty: 3010.453125
	Iteration 44Q: 3 clusters Score -1070724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1070729.000000 Penalty: 3010.453125
	Iteration 45Q: 3 clusters Score -1070729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1070731.500000 Penalty: 3010.453125
	Iteration 46Q: 3 clusters Score -1070732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1070731.625000 Penalty: 3010.453125
	Iteration 47Q: 3 clusters Score -1070732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1070736.750000 Penalty: 3010.453125
	Iteration 48Q: 3 clusters Score -1070737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1070737.625000 Penalty: 3010.453125
	Iteration 49Q: 3 clusters Score -1070738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1070738.125000 Penalty: 3010.453125
	Iteration 50Q: 3 clusters Score -1070738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1070738.125000 Penalty: 3010.453125
	Iteration 51F: 3 clusters Score -1070738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -702709.562500 Penalty: 1435.532349
	Iteration 0F: 2 clusters Score -702709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -697612.937500 Penalty: 2871.064697
	Iteration 0F: 3 clusters Score -697612.9 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -699225.187500 Penalty: 2871.064697
	Iteration 1F: 3 clusters Score -699225.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -699696.187500 Penalty: 2871.064697
	Iteration 2F: 3 clusters Score -699696.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -700106.812500 Penalty: 2871.064697
	Iteration 3F: 3 clusters Score -700106.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -700477.375000 Penalty: 2871.064697
	Iteration 4F: 3 clusters Score -700477.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -700782.250000 Penalty: 2871.064697
	Iteration 5F: 3 clusters Score -700782.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -701051.312500 Penalty: 2871.064697
	Iteration 6F: 3 clusters Score -701051.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -701275.187500 Penalty: 2871.064697
	Iteration 7Q: 3 clusters Score -701275.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -701423.875000 Penalty: 2871.064697
	Iteration 8Q: 3 clusters Score -701423.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -701540.187500 Penalty: 2871.064697
	Iteration 9Q: 3 clusters Score -701540.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -701610.250000 Penalty: 2871.064697
	Iteration 10Q: 3 clusters Score -701610.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -701655.812500 Penalty: 2871.064697
	Iteration 11Q: 3 clusters Score -701655.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -701697.812500 Penalty: 2871.064697
	Iteration 12Q: 3 clusters Score -701697.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -701740.250000 Penalty: 2871.064697
	Iteration 13Q: 3 clusters Score -701740.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -701768.312500 Penalty: 2871.064697
	Iteration 14Q: 3 clusters Score -701768.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -701791.375000 Penalty: 2871.064697
	Iteration 15Q: 3 clusters Score -701791.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -701814.250000 Penalty: 2871.064697
	Iteration 16Q: 3 clusters Score -701814.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -701832.875000 Penalty: 2871.064697
	Iteration 17Q: 3 clusters Score -701832.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -701860.125000 Penalty: 2871.064697
	Iteration 18Q: 3 clusters Score -701860.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -701876.000000 Penalty: 2871.064697
	Iteration 19Q: 3 clusters Score -701876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -701885.562500 Penalty: 2871.064697
	Iteration 20F: 3 clusters Score -701885.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -701897.437500 Penalty: 2871.064697
	Iteration 21Q: 3 clusters Score -701897.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -701902.250000 Penalty: 2871.064697
	Iteration 22Q: 3 clusters Score -701902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -701909.437500 Penalty: 2871.064697
	Iteration 23Q: 3 clusters Score -701909.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -701916.062500 Penalty: 2871.064697
	Iteration 24Q: 3 clusters Score -701916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -701919.562500 Penalty: 2871.064697
	Iteration 25Q: 3 clusters Score -701919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -701921.875000 Penalty: 2871.064697
	Iteration 26Q: 3 clusters Score -701921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -701922.000000 Penalty: 2871.064697
	Iteration 27Q: 3 clusters Score -701922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -701925.312500 Penalty: 2871.064697
	Iteration 28Q: 3 clusters Score -701925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -701926.187500 Penalty: 2871.064697
	Iteration 29Q: 3 clusters Score -701926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -701927.000000 Penalty: 2871.064697
	Iteration 30Q: 3 clusters Score -701927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -701926.125000 Penalty: 2871.064697
	Iteration 31Q: 3 clusters Score -701926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -701927.312500 Penalty: 2871.064697
	Iteration 32Q: 3 clusters Score -701927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -701927.312500 Penalty: 2871.064697
	Iteration 33F: 3 clusters Score -701927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -330158.750000 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -330158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -327282.218750 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -327282.2 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -328191.437500 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -328191.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -328559.156250 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -328559.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -328803.000000 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -328803 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -328941.000000 Penalty: 2640.252686
	Iteration 4F: 3 clusters Score -328941 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -329057.156250 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -329057.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -329158.093750 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -329158.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -329248.656250 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -329248.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -329333.781250 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -329333.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -329385.812500 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -329385.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -329423.562500 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -329423.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -329452.437500 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -329452.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -329473.531250 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -329473.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -329493.562500 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -329493.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -329511.687500 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -329511.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -329527.375000 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -329527.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -329543.312500 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -329543.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -329552.562500 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -329552.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -329558.437500 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -329558.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -329564.250000 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -329564.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -329568.843750 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -329568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -329572.687500 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -329572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -329573.687500 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -329573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -329574.750000 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -329574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -329577.281250 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -329577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -329579.062500 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -329579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -329580.906250 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -329580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -329583.781250 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -329583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -329589.187500 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -329589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -329592.312500 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -329592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -329595.187500 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -329595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -329596.156250 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -329596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -329597.218750 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -329597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -329596.906250 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -329596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -329596.906250 Penalty: 2640.252686
	Iteration 34F: 3 clusters Score -329596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -437325.375000 Penalty: 1348.472168
	Iteration 0F: 2 clusters Score -437325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -433939.687500 Penalty: 2696.944336
	Iteration 0F: 3 clusters Score -433939.7 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -434799.406250 Penalty: 2696.944336
	Iteration 1F: 3 clusters Score -434799.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -434934.281250 Penalty: 2696.944336
	Iteration 2F: 3 clusters Score -434934.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -435031.375000 Penalty: 2696.944336
	Iteration 3Q: 3 clusters Score -435031.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -435096.000000 Penalty: 2696.944336
	Iteration 4Q: 3 clusters Score -435096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -435166.812500 Penalty: 2696.944336
	Iteration 5Q: 3 clusters Score -435166.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -435215.406250 Penalty: 2696.944336
	Iteration 6Q: 3 clusters Score -435215.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -435256.062500 Penalty: 2696.944336
	Iteration 7Q: 3 clusters Score -435256.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -435303.625000 Penalty: 2696.944336
	Iteration 8Q: 3 clusters Score -435303.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -435350.750000 Penalty: 2696.944336
	Iteration 9Q: 3 clusters Score -435350.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -435396.093750 Penalty: 2696.944336
	Iteration 10Q: 3 clusters Score -435396.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -435441.687500 Penalty: 2696.944336
	Iteration 11Q: 3 clusters Score -435441.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -435478.812500 Penalty: 2696.944336
	Iteration 12Q: 3 clusters Score -435478.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -435515.625000 Penalty: 2696.944336
	Iteration 13Q: 3 clusters Score -435515.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -435548.968750 Penalty: 2696.944336
	Iteration 14Q: 3 clusters Score -435549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -435578.656250 Penalty: 2696.944336
	Iteration 15Q: 3 clusters Score -435578.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -435608.875000 Penalty: 2696.944336
	Iteration 16Q: 3 clusters Score -435608.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -435650.656250 Penalty: 2696.944336
	Iteration 17Q: 3 clusters Score -435650.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -435695.531250 Penalty: 2696.944336
	Iteration 18Q: 3 clusters Score -435695.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -435745.187500 Penalty: 2696.944336
	Iteration 19Q: 3 clusters Score -435745.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -435782.875000 Penalty: 2696.944336
	Iteration 20F: 3 clusters Score -435782.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -435815.656250 Penalty: 2696.944336
	Iteration 21Q: 3 clusters Score -435815.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -435852.375000 Penalty: 2696.944336
	Iteration 22Q: 3 clusters Score -435852.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -435877.187500 Penalty: 2696.944336
	Iteration 23Q: 3 clusters Score -435877.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -435902.625000 Penalty: 2696.944336
	Iteration 24Q: 3 clusters Score -435902.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -435923.593750 Penalty: 2696.944336
	Iteration 25Q: 3 clusters Score -435923.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -435942.468750 Penalty: 2696.944336
	Iteration 26Q: 3 clusters Score -435942.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -435959.812500 Penalty: 2696.944336
	Iteration 27Q: 3 clusters Score -435959.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -435974.875000 Penalty: 2696.944336
	Iteration 28Q: 3 clusters Score -435974.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -435989.218750 Penalty: 2696.944336
	Iteration 29Q: 3 clusters Score -435989.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -435995.843750 Penalty: 2696.944336
	Iteration 30Q: 3 clusters Score -435995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -436001.281250 Penalty: 2696.944336
	Iteration 31Q: 3 clusters Score -436001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -436010.656250 Penalty: 2696.944336
	Iteration 32Q: 3 clusters Score -436010.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -436019.218750 Penalty: 2696.944336
	Iteration 33Q: 3 clusters Score -436019.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -436026.750000 Penalty: 2696.944336
	Iteration 34Q: 3 clusters Score -436026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -436032.375000 Penalty: 2696.944336
	Iteration 35Q: 3 clusters Score -436032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -436036.781250 Penalty: 2696.944336
	Iteration 36Q: 3 clusters Score -436036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -436040.812500 Penalty: 2696.944336
	Iteration 37Q: 3 clusters Score -436040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -436043.781250 Penalty: 2696.944336
	Iteration 38Q: 3 clusters Score -436043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -436051.812500 Penalty: 2696.944336
	Iteration 39Q: 3 clusters Score -436051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -436056.625000 Penalty: 2696.944336
	Iteration 40F: 3 clusters Score -436056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -436057.937500 Penalty: 2696.944336
	Iteration 41Q: 3 clusters Score -436057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -436059.281250 Penalty: 2696.944336
	Iteration 42Q: 3 clusters Score -436059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -436062.218750 Penalty: 2696.944336
	Iteration 43Q: 3 clusters Score -436062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -436064.156250 Penalty: 2696.944336
	Iteration 44Q: 3 clusters Score -436064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -436068.593750 Penalty: 2696.944336
	Iteration 45Q: 3 clusters Score -436068.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -436071.156250 Penalty: 2696.944336
	Iteration 46Q: 3 clusters Score -436071.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -436077.656250 Penalty: 2696.944336
	Iteration 47Q: 3 clusters Score -436077.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -436081.250000 Penalty: 2696.944336
	Iteration 48Q: 3 clusters Score -436081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -436084.343750 Penalty: 2696.944336
	Iteration 49Q: 3 clusters Score -436084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -436088.937500 Penalty: 2696.944336
	Iteration 50Q: 3 clusters Score -436088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -436092.750000 Penalty: 2696.944336
	Iteration 51Q: 3 clusters Score -436092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -436096.656250 Penalty: 2696.944336
	Iteration 52Q: 3 clusters Score -436096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -436101.875000 Penalty: 2696.944336
	Iteration 53Q: 3 clusters Score -436101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -436105.437500 Penalty: 2696.944336
	Iteration 54Q: 3 clusters Score -436105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -436109.187500 Penalty: 2696.944336
	Iteration 55Q: 3 clusters Score -436109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -436117.187500 Penalty: 2696.944336
	Iteration 56Q: 3 clusters Score -436117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -436120.187500 Penalty: 2696.944336
	Iteration 57Q: 3 clusters Score -436120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -436124.656250 Penalty: 2696.944336
	Iteration 58Q: 3 clusters Score -436124.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -436130.843750 Penalty: 2696.944336
	Iteration 59Q: 3 clusters Score -436130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -436134.468750 Penalty: 2696.944336
	Iteration 60F: 3 clusters Score -436134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -436134.593750 Penalty: 2696.944336
	Iteration 61Q: 3 clusters Score -436134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -436136.125000 Penalty: 2696.944336
	Iteration 62Q: 3 clusters Score -436136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -436138.187500 Penalty: 2696.944336
	Iteration 63Q: 3 clusters Score -436138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -436141.656250 Penalty: 2696.944336
	Iteration 64Q: 3 clusters Score -436141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -436144.843750 Penalty: 2696.944336
	Iteration 65Q: 3 clusters Score -436144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -436147.250000 Penalty: 2696.944336
	Iteration 66Q: 3 clusters Score -436147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -436148.343750 Penalty: 2696.944336
	Iteration 67Q: 3 clusters Score -436148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -436151.875000 Penalty: 2696.944336
	Iteration 68Q: 3 clusters Score -436151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -436154.656250 Penalty: 2696.944336
	Iteration 69Q: 3 clusters Score -436154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -436155.406250 Penalty: 2696.944336
	Iteration 70Q: 3 clusters Score -436155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -436155.437500 Penalty: 2696.944336
	Iteration 71Q: 3 clusters Score -436155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -436157.812500 Penalty: 2696.944336
	Iteration 72Q: 3 clusters Score -436157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -436162.156250 Penalty: 2696.944336
	Iteration 73Q: 3 clusters Score -436162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -436163.468750 Penalty: 2696.944336
	Iteration 74Q: 3 clusters Score -436163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -436165.875000 Penalty: 2696.944336
	Iteration 75Q: 3 clusters Score -436165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -436166.750000 Penalty: 2696.944336
	Iteration 76Q: 3 clusters Score -436166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -436166.750000 Penalty: 2696.944336
	Iteration 77Q: 3 clusters Score -436166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -436168.312500 Penalty: 2696.944336
	Iteration 78Q: 3 clusters Score -436168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -436169.687500 Penalty: 2696.944336
	Iteration 79Q: 3 clusters Score -436169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -436170.437500 Penalty: 2696.944336
	Iteration 80F: 3 clusters Score -436170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -436171.218750 Penalty: 2696.944336
	Iteration 81Q: 3 clusters Score -436171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -436172.437500 Penalty: 2696.944336
	Iteration 82Q: 3 clusters Score -436172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -436172.281250 Penalty: 2696.944336
	Iteration 83Q: 3 clusters Score -436172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -436172.281250 Penalty: 2696.944336
	Iteration 84F: 3 clusters Score -436172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Entering Unmasked Estep 
Score: -1341409.750000 Penalty: 1543.753296
	Iteration 0F: 2 clusters Score -1341410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1332095.750000 Penalty: 3087.506592
	Iteration 0F: 3 clusters Score -1332096 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1335500.750000 Penalty: 3087.506592
	Iteration 1F: 3 clusters Score -1335501 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1335994.625000 Penalty: 3087.506592
	Iteration 2F: 3 clusters Score -1335995 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1336523.250000 Penalty: 3087.506592
	Iteration 3F: 3 clusters Score -1336523 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1337030.875000 Penalty: 3087.506592
	Iteration 4F: 3 clusters Score -1337031 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1337508.875000 Penalty: 3087.506592
	Iteration 5F: 3 clusters Score -1337509 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1337914.125000 Penalty: 3087.506592
	Iteration 6F: 3 clusters Score -1337914 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1338273.750000 Penalty: 3087.506592
	Iteration 7Q: 3 clusters Score -1338274 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1338581.250000 Penalty: 3087.506592
	Iteration 8Q: 3 clusters Score -1338581 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1338808.125000 Penalty: 3087.506592
	Iteration 9Q: 3 clusters Score -1338808 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1338991.500000 Penalty: 3087.506592
	Iteration 10Q: 3 clusters Score -1338992 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1339139.375000 Penalty: 3087.506592
	Iteration 11Q: 3 clusters Score -1339139 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1339238.500000 Penalty: 3087.506592
	Iteration 12Q: 3 clusters Score -1339238 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1339318.750000 Penalty: 3087.506592
	Iteration 13Q: 3 clusters Score -1339319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1339381.250000 Penalty: 3087.506592
	Iteration 14Q: 3 clusters Score -1339381 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1339427.375000 Penalty: 3087.506592
	Iteration 15Q: 3 clusters Score -1339427 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1339474.375000 Penalty: 3087.506592
	Iteration 16Q: 3 clusters Score -1339474 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1339510.375000 Penalty: 3087.506592
	Iteration 17Q: 3 clusters Score -1339510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1339542.250000 Penalty: 3087.506592
	Iteration 18Q: 3 clusters Score -1339542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1339567.375000 Penalty: 3087.506592
	Iteration 19Q: 3 clusters Score -1339567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1339584.250000 Penalty: 3087.506592
	Iteration 20F: 3 clusters Score -1339584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1339614.750000 Penalty: 3087.506592
	Iteration 21Q: 3 clusters Score -1339615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1339636.375000 Penalty: 3087.506592
	Iteration 22Q: 3 clusters Score -1339636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1339656.750000 Penalty: 3087.506592
	Iteration 23Q: 3 clusters Score -1339657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1339675.500000 Penalty: 3087.506592
	Iteration 24Q: 3 clusters Score -1339676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1339699.375000 Penalty: 3087.506592
	Iteration 25Q: 3 clusters Score -1339699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1339715.250000 Penalty: 3087.506592
	Iteration 26Q: 3 clusters Score -1339715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1339726.375000 Penalty: 3087.506592
	Iteration 27Q: 3 clusters Score -1339726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1339750.000000 Penalty: 3087.506592
	Iteration 28Q: 3 clusters Score -1339750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1339785.625000 Penalty: 3087.506592
	Iteration 29Q: 3 clusters Score -1339786 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1339822.125000 Penalty: 3087.506592
	Iteration 30Q: 3 clusters Score -1339822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1339870.500000 Penalty: 3087.506592
	Iteration 31Q: 3 clusters Score -1339870 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1339926.750000 Penalty: 3087.506592
	Iteration 32Q: 3 clusters Score -1339927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1339978.750000 Penalty: 3087.506592
	Iteration 33Q: 3 clusters Score -1339979 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1340024.625000 Penalty: 3087.506592
	Iteration 34Q: 3 clusters Score -1340025 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1340067.625000 Penalty: 3087.506592
	Iteration 35Q: 3 clusters Score -1340068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1340108.250000 Penalty: 3087.506592
	Iteration 36Q: 3 clusters Score -1340108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1340168.875000 Penalty: 3087.506592
	Iteration 37Q: 3 clusters Score -1340169 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1340230.375000 Penalty: 3087.506592
	Iteration 38Q: 3 clusters Score -1340230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1340274.875000 Penalty: 3087.506592
	Iteration 39Q: 3 clusters Score -1340275 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1340317.875000 Penalty: 3087.506592
	Iteration 40F: 3 clusters Score -1340318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1340347.375000 Penalty: 3087.506592
	Iteration 41Q: 3 clusters Score -1340347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1340372.625000 Penalty: 3087.506592
	Iteration 42Q: 3 clusters Score -1340373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1340404.250000 Penalty: 3087.506592
	Iteration 43Q: 3 clusters Score -1340404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1340419.750000 Penalty: 3087.506592
	Iteration 44Q: 3 clusters Score -1340420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1340450.375000 Penalty: 3087.506592
	Iteration 45Q: 3 clusters Score -1340450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1340473.625000 Penalty: 3087.506592
	Iteration 46Q: 3 clusters Score -1340474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1340487.500000 Penalty: 3087.506592
	Iteration 47Q: 3 clusters Score -1340488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1340500.500000 Penalty: 3087.506592
	Iteration 48Q: 3 clusters Score -1340500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1340511.375000 Penalty: 3087.506592
	Iteration 49Q: 3 clusters Score -1340511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1340520.750000 Penalty: 3087.506592
	Iteration 50Q: 3 clusters Score -1340521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1340535.625000 Penalty: 3087.506592
	Iteration 51Q: 3 clusters Score -1340536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1340542.000000 Penalty: 3087.506592
	Iteration 52Q: 3 clusters Score -1340542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1340554.375000 Penalty: 3087.506592
	Iteration 53Q: 3 clusters Score -1340554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1340562.000000 Penalty: 3087.506592
	Iteration 54Q: 3 clusters Score -1340562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1340572.875000 Penalty: 3087.506592
	Iteration 55Q: 3 clusters Score -1340573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1340582.000000 Penalty: 3087.506592
	Iteration 56Q: 3 clusters Score -1340582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1340588.250000 Penalty: 3087.506592
	Iteration 57Q: 3 clusters Score -1340588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1340592.875000 Penalty: 3087.506592
	Iteration 58Q: 3 clusters Score -1340593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1340596.250000 Penalty: 3087.506592
	Iteration 59Q: 3 clusters Score -1340596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1340597.625000 Penalty: 3087.506592
	Iteration 60F: 3 clusters Score -1340598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1340602.125000 Penalty: 3087.506592
	Iteration 61Q: 3 clusters Score -1340602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1340604.625000 Penalty: 3087.506592
	Iteration 62Q: 3 clusters Score -1340605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1340605.375000 Penalty: 3087.506592
	Iteration 63Q: 3 clusters Score -1340605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1340608.250000 Penalty: 3087.506592
	Iteration 64Q: 3 clusters Score -1340608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1340608.625000 Penalty: 3087.506592
	Iteration 65Q: 3 clusters Score -1340609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1340611.500000 Penalty: 3087.506592
	Iteration 66Q: 3 clusters Score -1340612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1340611.875000 Penalty: 3087.506592
	Iteration 67Q: 3 clusters Score -1340612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1340612.625000 Penalty: 3087.506592
	Iteration 68Q: 3 clusters Score -1340613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1340614.125000 Penalty: 3087.506592
	Iteration 69Q: 3 clusters Score -1340614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1340613.125000 Penalty: 3087.506592
	Iteration 70Q: 3 clusters Score -1340613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1340614.375000 Penalty: 3087.506592
	Iteration 71Q: 3 clusters Score -1340614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1340614.625000 Penalty: 3087.506592
	Iteration 72Q: 3 clusters Score -1340615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1340617.250000 Penalty: 3087.506592
	Iteration 73Q: 3 clusters Score -1340617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1340615.875000 Penalty: 3087.506592
	Iteration 74Q: 3 clusters Score -1340616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1340615.875000 Penalty: 3087.506592
	Iteration 75F: 3 clusters Score -1340616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -75694.843750 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -75694.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74345.992188 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -74345.99 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74641.570312 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -74641.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74781.437500 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -74781.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74893.773438 Penalty: 2201.994141
	Iteration 3F: 3 clusters Score -74893.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74956.062500 Penalty: 2201.994141
	Iteration 4F: 3 clusters Score -74956.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -74994.257812 Penalty: 2201.994141
	Iteration 5Q: 3 clusters Score -74994.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -75017.429688 Penalty: 2201.994141
	Iteration 6Q: 3 clusters Score -75017.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -75031.281250 Penalty: 2201.994141
	Iteration 7Q: 3 clusters Score -75031.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -75048.445312 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -75048.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75060.664062 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -75060.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -75075.421875 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -75075.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -75088.898438 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -75088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75099.554688 Penalty: 2201.994141
	Iteration 12Q: 3 clusters Score -75099.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75108.820312 Penalty: 2201.994141
	Iteration 13Q: 3 clusters Score -75108.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -75116.140625 Penalty: 2201.994141
	Iteration 14Q: 3 clusters Score -75116.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75120.765625 Penalty: 2201.994141
	Iteration 15Q: 3 clusters Score -75120.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -75122.484375 Penalty: 2201.994141
	Iteration 16Q: 3 clusters Score -75122.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75124.882812 Penalty: 2201.994141
	Iteration 17Q: 3 clusters Score -75124.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -75126.484375 Penalty: 2201.994141
	Iteration 18Q: 3 clusters Score -75126.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75129.484375 Penalty: 2201.994141
	Iteration 19Q: 3 clusters Score -75129.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -75130.257812 Penalty: 2201.994141
	Iteration 20F: 3 clusters Score -75130.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Entering Unmasked Estep 
Score: -4273402.000000 Penalty: 1724.660522
	Iteration 0F: 2 clusters Score -4273402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4245968.000000 Penalty: 3449.321045
	Iteration 0F: 3 clusters Score -4245968 nChanged 19205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4256870.500000 Penalty: 3449.321045
	Iteration 1F: 3 clusters Score -4256870 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4257542.000000 Penalty: 3449.321045
	Iteration 2Q: 3 clusters Score -4257542 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4258362.500000 Penalty: 3449.321045
	Iteration 3Q: 3 clusters Score -4258362 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -4259192.000000 Penalty: 3449.321045
	Iteration 4Q: 3 clusters Score -4259192 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4260095.500000 Penalty: 3449.321045
	Iteration 5Q: 3 clusters Score -4260096 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4261172.500000 Penalty: 3449.321045
	Iteration 6F: 3 clusters Score -4261172 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4262510.000000 Penalty: 3449.321045
	Iteration 7F: 3 clusters Score -4262510 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4264150.500000 Penalty: 3449.321045
	Iteration 8F: 3 clusters Score -4264150 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4265943.500000 Penalty: 3449.321045
	Iteration 9F: 3 clusters Score -4265944 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -4267666.000000 Penalty: 3449.321045
	Iteration 10F: 3 clusters Score -4267666 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4269012.000000 Penalty: 3449.321045
	Iteration 11Q: 3 clusters Score -4269012 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4269967.500000 Penalty: 3449.321045
	Iteration 12Q: 3 clusters Score -4269968 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4270609.500000 Penalty: 3449.321045
	Iteration 13Q: 3 clusters Score -4270610 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4271092.000000 Penalty: 3449.321045
	Iteration 14Q: 3 clusters Score -4271092 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4271471.000000 Penalty: 3449.321045
	Iteration 15Q: 3 clusters Score -4271471 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4271739.500000 Penalty: 3449.321045
	Iteration 16Q: 3 clusters Score -4271740 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4271949.000000 Penalty: 3449.321045
	Iteration 17Q: 3 clusters Score -4271949 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4272094.000000 Penalty: 3449.321045
	Iteration 18Q: 3 clusters Score -4272094 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4272202.000000 Penalty: 3449.321045
	Iteration 19Q: 3 clusters Score -4272202 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4272296.000000 Penalty: 3449.321045
	Iteration 20F: 3 clusters Score -4272296 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4272392.000000 Penalty: 3449.321045
	Iteration 21Q: 3 clusters Score -4272392 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4272472.000000 Penalty: 3449.321045
	Iteration 22Q: 3 clusters Score -4272472 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4272553.500000 Penalty: 3449.321045
	Iteration 23Q: 3 clusters Score -4272554 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4272611.500000 Penalty: 3449.321045
	Iteration 24Q: 3 clusters Score -4272612 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4272669.500000 Penalty: 3449.321045
	Iteration 25Q: 3 clusters Score -4272670 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4272709.500000 Penalty: 3449.321045
	Iteration 26Q: 3 clusters Score -4272710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4272742.000000 Penalty: 3449.321045
	Iteration 27Q: 3 clusters Score -4272742 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4272762.000000 Penalty: 3449.321045
	Iteration 28Q: 3 clusters Score -4272762 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4272784.500000 Penalty: 3449.321045
	Iteration 29Q: 3 clusters Score -4272784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4272801.500000 Penalty: 3449.321045
	Iteration 30Q: 3 clusters Score -4272802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4272829.500000 Penalty: 3449.321045
	Iteration 31Q: 3 clusters Score -4272830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4272848.500000 Penalty: 3449.321045
	Iteration 32Q: 3 clusters Score -4272848 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4272850.500000 Penalty: 3449.321045
	Iteration 33Q: 3 clusters Score -4272850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4272868.000000 Penalty: 3449.321045
	Iteration 34Q: 3 clusters Score -4272868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4272886.000000 Penalty: 3449.321045
	Iteration 35Q: 3 clusters Score -4272886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4272906.500000 Penalty: 3449.321045
	Iteration 36Q: 3 clusters Score -4272906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4272927.500000 Penalty: 3449.321045
	Iteration 37Q: 3 clusters Score -4272928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4272950.000000 Penalty: 3449.321045
	Iteration 38Q: 3 clusters Score -4272950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4272970.500000 Penalty: 3449.321045
	Iteration 39Q: 3 clusters Score -4272970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4272997.000000 Penalty: 3449.321045
	Iteration 40F: 3 clusters Score -4272997 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4273015.500000 Penalty: 3449.321045
	Iteration 41Q: 3 clusters Score -4273016 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4273036.000000 Penalty: 3449.321045
	Iteration 42Q: 3 clusters Score -4273036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4273054.500000 Penalty: 3449.321045
	Iteration 43Q: 3 clusters Score -4273054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4273083.000000 Penalty: 3449.321045
	Iteration 44Q: 3 clusters Score -4273083 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4273099.000000 Penalty: 3449.321045
	Iteration 45Q: 3 clusters Score -4273099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4273113.000000 Penalty: 3449.321045
	Iteration 46Q: 3 clusters Score -4273113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4273125.000000 Penalty: 3449.321045
	Iteration 47Q: 3 clusters Score -4273125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4273132.000000 Penalty: 3449.321045
	Iteration 48Q: 3 clusters Score -4273132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4273133.000000 Penalty: 3449.321045
	Iteration 49Q: 3 clusters Score -4273133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4273154.000000 Penalty: 3449.321045
	Iteration 50Q: 3 clusters Score -4273154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4273165.500000 Penalty: 3449.321045
	Iteration 51Q: 3 clusters Score -4273166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4273163.000000 Penalty: 3449.321045
	Iteration 52Q: 3 clusters Score -4273163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -4273183.000000 Penalty: 3449.321045
	Iteration 53Q: 3 clusters Score -4273183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -4273190.000000 Penalty: 3449.321045
	Iteration 54Q: 3 clusters Score -4273190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4273202.000000 Penalty: 3449.321045
	Iteration 55Q: 3 clusters Score -4273202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4273207.500000 Penalty: 3449.321045
	Iteration 56Q: 3 clusters Score -4273208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4273217.000000 Penalty: 3449.321045
	Iteration 57Q: 3 clusters Score -4273217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4273232.500000 Penalty: 3449.321045
	Iteration 58Q: 3 clusters Score -4273232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4273245.500000 Penalty: 3449.321045
	Iteration 59Q: 3 clusters Score -4273246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4273256.500000 Penalty: 3449.321045
	Iteration 60F: 3 clusters Score -4273256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4273265.000000 Penalty: 3449.321045
	Iteration 61Q: 3 clusters Score -4273265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4273264.500000 Penalty: 3449.321045
	Iteration 62Q: 3 clusters Score -4273264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4273270.000000 Penalty: 3449.321045
	Iteration 63Q: 3 clusters Score -4273270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4273276.500000 Penalty: 3449.321045
	Iteration 64Q: 3 clusters Score -4273276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4273286.000000 Penalty: 3449.321045
	Iteration 65Q: 3 clusters Score -4273286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4273296.000000 Penalty: 3449.321045
	Iteration 66Q: 3 clusters Score -4273296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4273294.000000 Penalty: 3449.321045
	Iteration 67Q: 3 clusters Score -4273294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4273291.500000 Penalty: 3449.321045
	Iteration 68Q: 3 clusters Score -4273292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4273293.500000 Penalty: 3449.321045
	Iteration 69Q: 3 clusters Score -4273294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4273290.500000 Penalty: 3449.321045
	Iteration 70Q: 3 clusters Score -4273290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4273290.500000 Penalty: 3449.321045
	Iteration 71Q: 3 clusters Score -4273290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4273289.000000 Penalty: 3449.321045
	Iteration 72Q: 3 clusters Score -4273289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4273291.500000 Penalty: 3449.321045
	Iteration 73Q: 3 clusters Score -4273292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4273287.000000 Penalty: 3449.321045
	Iteration 74Q: 3 clusters Score -4273287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4273291.500000 Penalty: 3449.321045
	Iteration 75Q: 3 clusters Score -4273292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4273291.000000 Penalty: 3449.321045
	Iteration 76Q: 3 clusters Score -4273291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4273295.500000 Penalty: 3449.321045
	Iteration 77Q: 3 clusters Score -4273296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4273290.500000 Penalty: 3449.321045
	Iteration 78Q: 3 clusters Score -4273290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4273290.500000 Penalty: 3449.321045
	Iteration 79Q: 3 clusters Score -4273290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4273286.500000 Penalty: 3449.321045
	Iteration 80F: 3 clusters Score -4273286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4273290.000000 Penalty: 3449.321045
	Iteration 81Q: 3 clusters Score -4273290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4273290.000000 Penalty: 3449.321045
	Iteration 82Q: 3 clusters Score -4273290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4273291.500000 Penalty: 3449.321045
	Iteration 83Q: 3 clusters Score -4273292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4273292.000000 Penalty: 3449.321045
	Iteration 84Q: 3 clusters Score -4273292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4273295.000000 Penalty: 3449.321045
	Iteration 85Q: 3 clusters Score -4273295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4273292.500000 Penalty: 3449.321045
	Iteration 86Q: 3 clusters Score -4273292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4273290.500000 Penalty: 3449.321045
	Iteration 87Q: 3 clusters Score -4273290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4273290.500000 Penalty: 3449.321045
	Iteration 88F: 3 clusters Score -4273290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Entering Unmasked Estep 
Score: -1711751.375000 Penalty: 1580.344604
	Iteration 0F: 2 clusters Score -1711751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1700130.250000 Penalty: 3160.689209
	Iteration 0F: 3 clusters Score -1700130 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1704195.250000 Penalty: 3160.689209
	Iteration 1F: 3 clusters Score -1704195 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1704641.625000 Penalty: 3160.689209
	Iteration 2F: 3 clusters Score -1704642 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1705166.250000 Penalty: 3160.689209
	Iteration 3F: 3 clusters Score -1705166 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1705768.375000 Penalty: 3160.689209
	Iteration 4F: 3 clusters Score -1705768 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1706533.875000 Penalty: 3160.689209
	Iteration 5F: 3 clusters Score -1706534 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1707384.375000 Penalty: 3160.689209
	Iteration 6F: 3 clusters Score -1707384 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1708210.125000 Penalty: 3160.689209
	Iteration 7F: 3 clusters Score -1708210 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1708924.125000 Penalty: 3160.689209
	Iteration 8F: 3 clusters Score -1708924 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1709477.625000 Penalty: 3160.689209
	Iteration 9Q: 3 clusters Score -1709478 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1709903.375000 Penalty: 3160.689209
	Iteration 10Q: 3 clusters Score -1709903 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1710154.250000 Penalty: 3160.689209
	Iteration 11Q: 3 clusters Score -1710154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1710265.500000 Penalty: 3160.689209
	Iteration 12Q: 3 clusters Score -1710266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1710340.750000 Penalty: 3160.689209
	Iteration 13Q: 3 clusters Score -1710341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1710378.000000 Penalty: 3160.689209
	Iteration 14Q: 3 clusters Score -1710378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1710410.750000 Penalty: 3160.689209
	Iteration 15Q: 3 clusters Score -1710411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1710433.625000 Penalty: 3160.689209
	Iteration 16Q: 3 clusters Score -1710434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1710456.125000 Penalty: 3160.689209
	Iteration 17Q: 3 clusters Score -1710456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1710465.625000 Penalty: 3160.689209
	Iteration 18Q: 3 clusters Score -1710466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1710478.375000 Penalty: 3160.689209
	Iteration 19Q: 3 clusters Score -1710478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1710485.500000 Penalty: 3160.689209
	Iteration 20F: 3 clusters Score -1710486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1710495.375000 Penalty: 3160.689209
	Iteration 21Q: 3 clusters Score -1710495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1710498.000000 Penalty: 3160.689209
	Iteration 22Q: 3 clusters Score -1710498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1710497.500000 Penalty: 3160.689209
	Iteration 23Q: 3 clusters Score -1710498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1710497.500000 Penalty: 3160.689209
	Iteration 24F: 3 clusters Score -1710498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Entering Unmasked Estep 
Score: -1349099.500000 Penalty: 1533.032104
	Iteration 0F: 2 clusters Score -1349100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1340314.750000 Penalty: 3066.064209
	Iteration 0F: 3 clusters Score -1340315 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1343181.625000 Penalty: 3066.064209
	Iteration 1F: 3 clusters Score -1343182 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1343410.125000 Penalty: 3066.064209
	Iteration 2F: 3 clusters Score -1343410 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1343580.500000 Penalty: 3066.064209
	Iteration 3Q: 3 clusters Score -1343580 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1343717.625000 Penalty: 3066.064209
	Iteration 4Q: 3 clusters Score -1343718 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1343801.250000 Penalty: 3066.064209
	Iteration 5Q: 3 clusters Score -1343801 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1343881.750000 Penalty: 3066.064209
	Iteration 6Q: 3 clusters Score -1343882 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1343981.250000 Penalty: 3066.064209
	Iteration 7Q: 3 clusters Score -1343981 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1344086.750000 Penalty: 3066.064209
	Iteration 8Q: 3 clusters Score -1344087 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1344203.125000 Penalty: 3066.064209
	Iteration 9Q: 3 clusters Score -1344203 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1344343.375000 Penalty: 3066.064209
	Iteration 10Q: 3 clusters Score -1344343 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1344507.625000 Penalty: 3066.064209
	Iteration 11Q: 3 clusters Score -1344508 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1344698.625000 Penalty: 3066.064209
	Iteration 12Q: 3 clusters Score -1344699 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1344900.125000 Penalty: 3066.064209
	Iteration 13Q: 3 clusters Score -1344900 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1345134.000000 Penalty: 3066.064209
	Iteration 14Q: 3 clusters Score -1345134 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1345408.875000 Penalty: 3066.064209
	Iteration 15Q: 3 clusters Score -1345409 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1345676.000000 Penalty: 3066.064209
	Iteration 16Q: 3 clusters Score -1345676 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1345948.625000 Penalty: 3066.064209
	Iteration 17Q: 3 clusters Score -1345949 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1346214.250000 Penalty: 3066.064209
	Iteration 18Q: 3 clusters Score -1346214 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1346434.375000 Penalty: 3066.064209
	Iteration 19Q: 3 clusters Score -1346434 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1346635.250000 Penalty: 3066.064209
	Iteration 20F: 3 clusters Score -1346635 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1346801.500000 Penalty: 3066.064209
	Iteration 21Q: 3 clusters Score -1346802 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1346929.750000 Penalty: 3066.064209
	Iteration 22Q: 3 clusters Score -1346930 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1347048.750000 Penalty: 3066.064209
	Iteration 23Q: 3 clusters Score -1347049 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1347155.125000 Penalty: 3066.064209
	Iteration 24Q: 3 clusters Score -1347155 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1347249.500000 Penalty: 3066.064209
	Iteration 25Q: 3 clusters Score -1347250 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1347325.875000 Penalty: 3066.064209
	Iteration 26Q: 3 clusters Score -1347326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1347389.875000 Penalty: 3066.064209
	Iteration 27Q: 3 clusters Score -1347390 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1347442.500000 Penalty: 3066.064209
	Iteration 28Q: 3 clusters Score -1347442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1347496.750000 Penalty: 3066.064209
	Iteration 29Q: 3 clusters Score -1347497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1347522.875000 Penalty: 3066.064209
	Iteration 30Q: 3 clusters Score -1347523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1347551.000000 Penalty: 3066.064209
	Iteration 31Q: 3 clusters Score -1347551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1347570.875000 Penalty: 3066.064209
	Iteration 32Q: 3 clusters Score -1347571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1347596.125000 Penalty: 3066.064209
	Iteration 33Q: 3 clusters Score -1347596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1347627.000000 Penalty: 3066.064209
	Iteration 34Q: 3 clusters Score -1347627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1347645.250000 Penalty: 3066.064209
	Iteration 35Q: 3 clusters Score -1347645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1347664.250000 Penalty: 3066.064209
	Iteration 36Q: 3 clusters Score -1347664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1347685.000000 Penalty: 3066.064209
	Iteration 37Q: 3 clusters Score -1347685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1347710.750000 Penalty: 3066.064209
	Iteration 38Q: 3 clusters Score -1347711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1347724.625000 Penalty: 3066.064209
	Iteration 39Q: 3 clusters Score -1347725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1347734.250000 Penalty: 3066.064209
	Iteration 40F: 3 clusters Score -1347734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1347741.125000 Penalty: 3066.064209
	Iteration 41Q: 3 clusters Score -1347741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1347750.125000 Penalty: 3066.064209
	Iteration 42Q: 3 clusters Score -1347750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1347758.250000 Penalty: 3066.064209
	Iteration 43Q: 3 clusters Score -1347758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1347763.875000 Penalty: 3066.064209
	Iteration 44Q: 3 clusters Score -1347764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1347767.125000 Penalty: 3066.064209
	Iteration 45Q: 3 clusters Score -1347767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1347769.875000 Penalty: 3066.064209
	Iteration 46Q: 3 clusters Score -1347770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1347770.125000 Penalty: 3066.064209
	Iteration 47Q: 3 clusters Score -1347770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1347771.500000 Penalty: 3066.064209
	Iteration 48Q: 3 clusters Score -1347772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1347774.875000 Penalty: 3066.064209
	Iteration 49Q: 3 clusters Score -1347775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1347774.875000 Penalty: 3066.064209
	Iteration 50F: 3 clusters Score -1347775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7598.503418 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -7598.503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7011.086426 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -7011.086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7070.294434 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -7070.294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7091.760742 Penalty: 1563.959961
	Iteration 2Q: 3 clusters Score -7091.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7091.760742 Penalty: 1563.959961
	Iteration 3F: 3 clusters Score -7091.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -532963.437500 Penalty: 1379.462402
	Iteration 0F: 2 clusters Score -532963.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -529061.375000 Penalty: 2758.924805
	Iteration 0F: 3 clusters Score -529061.4 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -530024.062500 Penalty: 2758.924805
	Iteration 1F: 3 clusters Score -530024.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -530186.750000 Penalty: 2758.924805
	Iteration 2F: 3 clusters Score -530186.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -530294.187500 Penalty: 2758.924805
	Iteration 3Q: 3 clusters Score -530294.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -530362.812500 Penalty: 2758.924805
	Iteration 4Q: 3 clusters Score -530362.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -530412.500000 Penalty: 2758.924805
	Iteration 5Q: 3 clusters Score -530412.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -530448.937500 Penalty: 2758.924805
	Iteration 6Q: 3 clusters Score -530448.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -530480.937500 Penalty: 2758.924805
	Iteration 7Q: 3 clusters Score -530480.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -530503.562500 Penalty: 2758.924805
	Iteration 8Q: 3 clusters Score -530503.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -530520.500000 Penalty: 2758.924805
	Iteration 9Q: 3 clusters Score -530520.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -530542.312500 Penalty: 2758.924805
	Iteration 10Q: 3 clusters Score -530542.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -530564.937500 Penalty: 2758.924805
	Iteration 11Q: 3 clusters Score -530564.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -530583.937500 Penalty: 2758.924805
	Iteration 12Q: 3 clusters Score -530583.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -530601.750000 Penalty: 2758.924805
	Iteration 13Q: 3 clusters Score -530601.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -530624.937500 Penalty: 2758.924805
	Iteration 14Q: 3 clusters Score -530624.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -530642.125000 Penalty: 2758.924805
	Iteration 15Q: 3 clusters Score -530642.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -530655.125000 Penalty: 2758.924805
	Iteration 16Q: 3 clusters Score -530655.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -530669.625000 Penalty: 2758.924805
	Iteration 17Q: 3 clusters Score -530669.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -530685.250000 Penalty: 2758.924805
	Iteration 18Q: 3 clusters Score -530685.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -530699.500000 Penalty: 2758.924805
	Iteration 19Q: 3 clusters Score -530699.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -530714.000000 Penalty: 2758.924805
	Iteration 20F: 3 clusters Score -530714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -530726.687500 Penalty: 2758.924805
	Iteration 21Q: 3 clusters Score -530726.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -530736.812500 Penalty: 2758.924805
	Iteration 22Q: 3 clusters Score -530736.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -530749.375000 Penalty: 2758.924805
	Iteration 23Q: 3 clusters Score -530749.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -530767.625000 Penalty: 2758.924805
	Iteration 24Q: 3 clusters Score -530767.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -530783.312500 Penalty: 2758.924805
	Iteration 25Q: 3 clusters Score -530783.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -530794.625000 Penalty: 2758.924805
	Iteration 26Q: 3 clusters Score -530794.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -530815.500000 Penalty: 2758.924805
	Iteration 27Q: 3 clusters Score -530815.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -530833.062500 Penalty: 2758.924805
	Iteration 28Q: 3 clusters Score -530833.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -530854.750000 Penalty: 2758.924805
	Iteration 29Q: 3 clusters Score -530854.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -530880.562500 Penalty: 2758.924805
	Iteration 30Q: 3 clusters Score -530880.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -530908.687500 Penalty: 2758.924805
	Iteration 31Q: 3 clusters Score -530908.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -530946.187500 Penalty: 2758.924805
	Iteration 32Q: 3 clusters Score -530946.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -530985.875000 Penalty: 2758.924805
	Iteration 33Q: 3 clusters Score -530985.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -531030.187500 Penalty: 2758.924805
	Iteration 34Q: 3 clusters Score -531030.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -531071.562500 Penalty: 2758.924805
	Iteration 35Q: 3 clusters Score -531071.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -531116.625000 Penalty: 2758.924805
	Iteration 36Q: 3 clusters Score -531116.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -531161.375000 Penalty: 2758.924805
	Iteration 37Q: 3 clusters Score -531161.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -531205.937500 Penalty: 2758.924805
	Iteration 38Q: 3 clusters Score -531205.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -531245.687500 Penalty: 2758.924805
	Iteration 39Q: 3 clusters Score -531245.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -531283.437500 Penalty: 2758.924805
	Iteration 40F: 3 clusters Score -531283.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -531323.250000 Penalty: 2758.924805
	Iteration 41Q: 3 clusters Score -531323.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -531369.750000 Penalty: 2758.924805
	Iteration 42Q: 3 clusters Score -531369.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -531420.437500 Penalty: 2758.924805
	Iteration 43Q: 3 clusters Score -531420.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -531465.312500 Penalty: 2758.924805
	Iteration 44Q: 3 clusters Score -531465.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -531514.375000 Penalty: 2758.924805
	Iteration 45Q: 3 clusters Score -531514.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -531560.250000 Penalty: 2758.924805
	Iteration 46Q: 3 clusters Score -531560.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -531595.312500 Penalty: 2758.924805
	Iteration 47Q: 3 clusters Score -531595.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -531620.312500 Penalty: 2758.924805
	Iteration 48Q: 3 clusters Score -531620.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -531643.812500 Penalty: 2758.924805
	Iteration 49Q: 3 clusters Score -531643.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -531661.750000 Penalty: 2758.924805
	Iteration 50Q: 3 clusters Score -531661.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -531673.750000 Penalty: 2758.924805
	Iteration 51Q: 3 clusters Score -531673.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -531688.187500 Penalty: 2758.924805
	Iteration 52Q: 3 clusters Score -531688.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -531702.187500 Penalty: 2758.924805
	Iteration 53Q: 3 clusters Score -531702.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -531714.500000 Penalty: 2758.924805
	Iteration 54Q: 3 clusters Score -531714.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -531727.562500 Penalty: 2758.924805
	Iteration 55Q: 3 clusters Score -531727.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -531738.812500 Penalty: 2758.924805
	Iteration 56Q: 3 clusters Score -531738.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -531751.375000 Penalty: 2758.924805
	Iteration 57Q: 3 clusters Score -531751.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -531764.625000 Penalty: 2758.924805
	Iteration 58Q: 3 clusters Score -531764.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -531774.312500 Penalty: 2758.924805
	Iteration 59Q: 3 clusters Score -531774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -531781.437500 Penalty: 2758.924805
	Iteration 60F: 3 clusters Score -531781.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -531784.562500 Penalty: 2758.924805
	Iteration 61Q: 3 clusters Score -531784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -531787.250000 Penalty: 2758.924805
	Iteration 62Q: 3 clusters Score -531787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -531792.562500 Penalty: 2758.924805
	Iteration 63Q: 3 clusters Score -531792.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -531797.500000 Penalty: 2758.924805
	Iteration 64Q: 3 clusters Score -531797.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -531805.875000 Penalty: 2758.924805
	Iteration 65Q: 3 clusters Score -531805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -531810.000000 Penalty: 2758.924805
	Iteration 66Q: 3 clusters Score -531810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -531814.375000 Penalty: 2758.924805
	Iteration 67Q: 3 clusters Score -531814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -531814.375000 Penalty: 2758.924805
	Iteration 68Q: 3 clusters Score -531814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -531814.375000 Penalty: 2758.924805
	Iteration 69F: 3 clusters Score -531814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -446391.937500 Penalty: 1358.777710
	Iteration 0F: 2 clusters Score -446391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -442825.937500 Penalty: 2717.555420
	Iteration 0F: 3 clusters Score -442825.9 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -443743.375000 Penalty: 2717.555420
	Iteration 1F: 3 clusters Score -443743.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -443937.093750 Penalty: 2717.555420
	Iteration 2F: 3 clusters Score -443937.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -444149.281250 Penalty: 2717.555420
	Iteration 3F: 3 clusters Score -444149.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -444387.000000 Penalty: 2717.555420
	Iteration 4F: 3 clusters Score -444387 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -444625.906250 Penalty: 2717.555420
	Iteration 5F: 3 clusters Score -444625.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -444870.187500 Penalty: 2717.555420
	Iteration 6F: 3 clusters Score -444870.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -445123.625000 Penalty: 2717.555420
	Iteration 7F: 3 clusters Score -445123.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -445417.781250 Penalty: 2717.555420
	Iteration 8F: 3 clusters Score -445417.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -445693.968750 Penalty: 2717.555420
	Iteration 9F: 3 clusters Score -445694 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -445900.875000 Penalty: 2717.555420
	Iteration 10Q: 3 clusters Score -445900.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -446017.781250 Penalty: 2717.555420
	Iteration 11Q: 3 clusters Score -446017.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -446073.531250 Penalty: 2717.555420
	Iteration 12Q: 3 clusters Score -446073.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -446104.500000 Penalty: 2717.555420
	Iteration 13Q: 3 clusters Score -446104.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -446127.687500 Penalty: 2717.555420
	Iteration 14Q: 3 clusters Score -446127.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -446145.218750 Penalty: 2717.555420
	Iteration 15Q: 3 clusters Score -446145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -446165.187500 Penalty: 2717.555420
	Iteration 16Q: 3 clusters Score -446165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -446185.812500 Penalty: 2717.555420
	Iteration 17Q: 3 clusters Score -446185.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -446207.531250 Penalty: 2717.555420
	Iteration 18Q: 3 clusters Score -446207.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -446249.968750 Penalty: 2717.555420
	Iteration 19Q: 3 clusters Score -446250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -446349.187500 Penalty: 2717.555420
	Iteration 20F: 3 clusters Score -446349.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -446420.812500 Penalty: 2717.555420
	Iteration 21Q: 3 clusters Score -446420.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -446431.531250 Penalty: 2717.555420
	Iteration 22Q: 3 clusters Score -446431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -446434.968750 Penalty: 2717.555420
	Iteration 23Q: 3 clusters Score -446435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -446436.625000 Penalty: 2717.555420
	Iteration 24Q: 3 clusters Score -446436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -446437.031250 Penalty: 2717.555420
	Iteration 25Q: 3 clusters Score -446437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -446438.531250 Penalty: 2717.555420
	Iteration 26Q: 3 clusters Score -446438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -446440.500000 Penalty: 2717.555420
	Iteration 27Q: 3 clusters Score -446440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -446439.625000 Penalty: 2717.555420
	Iteration 28Q: 3 clusters Score -446439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -446439.437500 Penalty: 2717.555420
	Iteration 29Q: 3 clusters Score -446439.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -446440.593750 Penalty: 2717.555420
	Iteration 30Q: 3 clusters Score -446440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -446440.750000 Penalty: 2717.555420
	Iteration 31Q: 3 clusters Score -446440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -446440.750000 Penalty: 2717.555420
	Iteration 32F: 3 clusters Score -446440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Mstep: Class 37 contains 1700 members 
Entering Unmasked Estep 
Score: -101017512.000000 Penalty: 82904.648438
Splitting cluster 18 changes total score from -101018472.000000 to -101017512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (182350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182350 members 
Entering Unmasked Estep 
Score: -19719478.000000 Penalty: 1968.473389
	Iteration 0F: 2 clusters Score -1.971948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -19623040.000000 Penalty: 3936.946777
	Iteration 0F: 3 clusters Score -1.962304e+07 nChanged 87831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -19674882.000000 Penalty: 3936.946777
	Iteration 1F: 3 clusters Score -1.967488e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -19676016.000000 Penalty: 3936.946777
	Iteration 2Q: 3 clusters Score -1.967602e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -19677712.000000 Penalty: 3936.946777
	Iteration 3Q: 3 clusters Score -1.967771e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -19680456.000000 Penalty: 3936.946777
	Iteration 4Q: 3 clusters Score -1.968046e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -19684400.000000 Penalty: 3936.946777
	Iteration 5F: 3 clusters Score -1.96844e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -19690270.000000 Penalty: 3936.946777
	Iteration 6F: 3 clusters Score -1.969027e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112629 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -19698192.000000 Penalty: 3936.946777
	Iteration 7F: 3 clusters Score -1.969819e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117971 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -19706666.000000 Penalty: 3936.946777
	Iteration 8F: 3 clusters Score -1.970667e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -19713516.000000 Penalty: 3936.946777
	Iteration 9F: 3 clusters Score -1.971352e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123983 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -19716554.000000 Penalty: 3936.946777
	Iteration 10Q: 3 clusters Score -1.971655e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125874 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -19717462.000000 Penalty: 3936.946777
	Iteration 11Q: 3 clusters Score -1.971746e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -19718030.000000 Penalty: 3936.946777
	Iteration 12Q: 3 clusters Score -1.971803e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -19718308.000000 Penalty: 3936.946777
	Iteration 13Q: 3 clusters Score -1.971831e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130794 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -19718672.000000 Penalty: 3936.946777
	Iteration 14Q: 3 clusters Score -1.971867e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132394 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -19718876.000000 Penalty: 3936.946777
	Iteration 15Q: 3 clusters Score -1.971888e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134150 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -19719306.000000 Penalty: 3936.946777
	Iteration 16Q: 3 clusters Score -1.971931e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136031 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -19719754.000000 Penalty: 3936.946777
	Iteration 17Q: 3 clusters Score -1.971975e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138075 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -19720180.000000 Penalty: 3936.946777
	Iteration 18Q: 3 clusters Score -1.972018e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140219 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -19720742.000000 Penalty: 3936.946777
	Iteration 19Q: 3 clusters Score -1.972074e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -19721104.000000 Penalty: 3936.946777
	Iteration 20F: 3 clusters Score -1.97211e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -19721834.000000 Penalty: 3936.946777
	Iteration 21Q: 3 clusters Score -1.972183e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147357 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -19722500.000000 Penalty: 3936.946777
	Iteration 22Q: 3 clusters Score -1.97225e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150044 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -19723312.000000 Penalty: 3936.946777
	Iteration 23Q: 3 clusters Score -1.972331e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152780 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -19724090.000000 Penalty: 3936.946777
	Iteration 24Q: 3 clusters Score -1.972409e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -19724936.000000 Penalty: 3936.946777
	Iteration 25Q: 3 clusters Score -1.972494e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -19725742.000000 Penalty: 3936.946777
	Iteration 26Q: 3 clusters Score -1.972574e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160884 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -19726294.000000 Penalty: 3936.946777
	Iteration 27Q: 3 clusters Score -1.972629e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163354 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -19726902.000000 Penalty: 3936.946777
	Iteration 28Q: 3 clusters Score -1.97269e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -19727494.000000 Penalty: 3936.946777
	Iteration 29Q: 3 clusters Score -1.972749e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -19727818.000000 Penalty: 3936.946777
	Iteration 30Q: 3 clusters Score -1.972782e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -19727660.000000 Penalty: 3936.946777
	Iteration 31Q: 3 clusters Score -1.972766e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171024 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -19727026.000000 Penalty: 3936.946777
	Iteration 32Q: 3 clusters Score -1.972703e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -19726566.000000 Penalty: 3936.946777
	Iteration 33Q: 3 clusters Score -1.972657e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173548 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -19726216.000000 Penalty: 3936.946777
	Iteration 34Q: 3 clusters Score -1.972622e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -19725778.000000 Penalty: 3936.946777
	Iteration 35Q: 3 clusters Score -1.972578e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175382 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -19725114.000000 Penalty: 3936.946777
	Iteration 36Q: 3 clusters Score -1.972511e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176103 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -19724514.000000 Penalty: 3936.946777
	Iteration 37Q: 3 clusters Score -1.972451e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176726 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -19723976.000000 Penalty: 3936.946777
	Iteration 38Q: 3 clusters Score -1.972398e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177277 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -19723456.000000 Penalty: 3936.946777
	Iteration 39Q: 3 clusters Score -1.972346e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -19723106.000000 Penalty: 3936.946777
	Iteration 40F: 3 clusters Score -1.972311e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178128 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -19722738.000000 Penalty: 3936.946777
	Iteration 41Q: 3 clusters Score -1.972274e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178464 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -19722384.000000 Penalty: 3936.946777
	Iteration 42Q: 3 clusters Score -1.972238e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178720 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -19722136.000000 Penalty: 3936.946777
	Iteration 43Q: 3 clusters Score -1.972214e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178946 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -19721872.000000 Penalty: 3936.946777
	Iteration 44Q: 3 clusters Score -1.972187e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179125 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -19721672.000000 Penalty: 3936.946777
	Iteration 45Q: 3 clusters Score -1.972167e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -19721448.000000 Penalty: 3936.946777
	Iteration 46Q: 3 clusters Score -1.972145e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179456 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -19721252.000000 Penalty: 3936.946777
	Iteration 47Q: 3 clusters Score -1.972125e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179582 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -19721082.000000 Penalty: 3936.946777
	Iteration 48Q: 3 clusters Score -1.972108e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179696 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19720942.000000 Penalty: 3936.946777
	Iteration 49Q: 3 clusters Score -1.972094e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179786 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -19720876.000000 Penalty: 3936.946777
	Iteration 50Q: 3 clusters Score -1.972088e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179864 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -19720764.000000 Penalty: 3936.946777
	Iteration 51Q: 3 clusters Score -1.972076e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19720660.000000 Penalty: 3936.946777
	Iteration 52Q: 3 clusters Score -1.972066e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -19720588.000000 Penalty: 3936.946777
	Iteration 53Q: 3 clusters Score -1.972059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180059 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19720570.000000 Penalty: 3936.946777
	Iteration 54Q: 3 clusters Score -1.972057e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180107 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -19720526.000000 Penalty: 3936.946777
	Iteration 55Q: 3 clusters Score -1.972053e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180160 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19720442.000000 Penalty: 3936.946777
	Iteration 56Q: 3 clusters Score -1.972044e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180206 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19720396.000000 Penalty: 3936.946777
	Iteration 57Q: 3 clusters Score -1.97204e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19720364.000000 Penalty: 3936.946777
	Iteration 58Q: 3 clusters Score -1.972036e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180283 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -19720328.000000 Penalty: 3936.946777
	Iteration 59Q: 3 clusters Score -1.972033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -19720314.000000 Penalty: 3936.946777
	Iteration 60F: 3 clusters Score -1.972031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -19720278.000000 Penalty: 3936.946777
	Iteration 61Q: 3 clusters Score -1.972028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180382 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19720238.000000 Penalty: 3936.946777
	Iteration 62Q: 3 clusters Score -1.972024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180408 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -19720196.000000 Penalty: 3936.946777
	Iteration 63Q: 3 clusters Score -1.97202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19720182.000000 Penalty: 3936.946777
	Iteration 64Q: 3 clusters Score -1.972018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180449 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -19720142.000000 Penalty: 3936.946777
	Iteration 65Q: 3 clusters Score -1.972014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19720098.000000 Penalty: 3936.946777
	Iteration 66Q: 3 clusters Score -1.97201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -19720098.000000 Penalty: 3936.946777
	Iteration 67Q: 3 clusters Score -1.97201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180519 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -19720062.000000 Penalty: 3936.946777
	Iteration 68Q: 3 clusters Score -1.972006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -19720026.000000 Penalty: 3936.946777
	Iteration 69Q: 3 clusters Score -1.972003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180568 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19719976.000000 Penalty: 3936.946777
	Iteration 70Q: 3 clusters Score -1.971998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180597 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19719976.000000 Penalty: 3936.946777
	Iteration 71Q: 3 clusters Score -1.971998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -19719966.000000 Penalty: 3936.946777
	Iteration 72Q: 3 clusters Score -1.971997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180630 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19719974.000000 Penalty: 3936.946777
	Iteration 73Q: 3 clusters Score -1.971997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180645 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19719964.000000 Penalty: 3936.946777
	Iteration 74Q: 3 clusters Score -1.971996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180663 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19719936.000000 Penalty: 3936.946777
	Iteration 75Q: 3 clusters Score -1.971994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180677 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19719924.000000 Penalty: 3936.946777
	Iteration 76Q: 3 clusters Score -1.971992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180683 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -19719908.000000 Penalty: 3936.946777
	Iteration 77Q: 3 clusters Score -1.971991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19719918.000000 Penalty: 3936.946777
	Iteration 78Q: 3 clusters Score -1.971992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180702 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19719912.000000 Penalty: 3936.946777
	Iteration 79Q: 3 clusters Score -1.971991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180715 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19719886.000000 Penalty: 3936.946777
	Iteration 80F: 3 clusters Score -1.971989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180720 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19719882.000000 Penalty: 3936.946777
	Iteration 81Q: 3 clusters Score -1.971988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180723 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19719888.000000 Penalty: 3936.946777
	Iteration 82Q: 3 clusters Score -1.971989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180726 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19719880.000000 Penalty: 3936.946777
	Iteration 83Q: 3 clusters Score -1.971988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180728 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19719884.000000 Penalty: 3936.946777
	Iteration 84Q: 3 clusters Score -1.971988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180728 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19719884.000000 Penalty: 3936.946777
	Iteration 85F: 3 clusters Score -1.971988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 180728 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Mstep: Class 37 contains 1622 members 
Entering Unmasked Estep 
Score: -101018440.000000 Penalty: 82904.648438
Splitting cluster 19 changes total score from -101018472.000000 to -101018440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (112667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112667 members 
Entering Unmasked Estep 
Score: -12058858.000000 Penalty: 1890.231201
	Iteration 0F: 2 clusters Score -1.205886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -11984686.000000 Penalty: 3780.462402
	Iteration 0F: 3 clusters Score -1.198469e+07 nChanged 53953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -12016054.000000 Penalty: 3780.462402
	Iteration 1F: 3 clusters Score -1.201605e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -12017864.000000 Penalty: 3780.462402
	Iteration 2Q: 3 clusters Score -1.201786e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -12020383.000000 Penalty: 3780.462402
	Iteration 3Q: 3 clusters Score -1.202038e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -12023979.000000 Penalty: 3780.462402
	Iteration 4F: 3 clusters Score -1.202398e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -12028472.000000 Penalty: 3780.462402
	Iteration 5F: 3 clusters Score -1.202847e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -12033153.000000 Penalty: 3780.462402
	Iteration 6F: 3 clusters Score -1.203315e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -12037765.000000 Penalty: 3780.462402
	Iteration 7F: 3 clusters Score -1.203776e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -12042007.000000 Penalty: 3780.462402
	Iteration 8F: 3 clusters Score -1.204201e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -12045866.000000 Penalty: 3780.462402
	Iteration 9F: 3 clusters Score -1.204587e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -12048957.000000 Penalty: 3780.462402
	Iteration 10Q: 3 clusters Score -1.204896e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 100388 members 
Entering Unmasked Estep 
Score: -12051541.000000 Penalty: 3780.462402
	Iteration 11Q: 3 clusters Score -1.205154e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -12053701.000000 Penalty: 3780.462402
	Iteration 12Q: 3 clusters Score -1.20537e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -12055393.000000 Penalty: 3780.462402
	Iteration 13Q: 3 clusters Score -1.205539e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -12056696.000000 Penalty: 3780.462402
	Iteration 14Q: 3 clusters Score -1.20567e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
Score: -12057503.000000 Penalty: 3780.462402
	Iteration 15Q: 3 clusters Score -1.20575e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -12058026.000000 Penalty: 3780.462402
	Iteration 16Q: 3 clusters Score -1.205803e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -12058255.000000 Penalty: 3780.462402
	Iteration 17Q: 3 clusters Score -1.205826e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -12058369.000000 Penalty: 3780.462402
	Iteration 18Q: 3 clusters Score -1.205837e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -12058405.000000 Penalty: 3780.462402
	Iteration 19Q: 3 clusters Score -1.20584e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -12058499.000000 Penalty: 3780.462402
	Iteration 20F: 3 clusters Score -1.20585e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 111099 members 
Entering Unmasked Estep 
Score: -12058483.000000 Penalty: 3780.462402
	Iteration 21Q: 3 clusters Score -1.205848e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 111148 members 
Entering Unmasked Estep 
Score: -12058504.000000 Penalty: 3780.462402
	Iteration 22Q: 3 clusters Score -1.20585e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -12058540.000000 Penalty: 3780.462402
	Iteration 23Q: 3 clusters Score -1.205854e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -12058561.000000 Penalty: 3780.462402
	Iteration 24Q: 3 clusters Score -1.205856e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -12058559.000000 Penalty: 3780.462402
	Iteration 25Q: 3 clusters Score -1.205856e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 111288 members 
Entering Unmasked Estep 
Score: -12058590.000000 Penalty: 3780.462402
	Iteration 26Q: 3 clusters Score -1.205859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 111312 members 
Entering Unmasked Estep 
Score: -12058592.000000 Penalty: 3780.462402
	Iteration 27Q: 3 clusters Score -1.205859e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -12058585.000000 Penalty: 3780.462402
	Iteration 28Q: 3 clusters Score -1.205858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -12058592.000000 Penalty: 3780.462402
	Iteration 29Q: 3 clusters Score -1.205859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 111350 members 
Entering Unmasked Estep 
Score: -12058594.000000 Penalty: 3780.462402
	Iteration 30Q: 3 clusters Score -1.205859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -12058594.000000 Penalty: 3780.462402
	Iteration 31Q: 3 clusters Score -1.205859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -12058607.000000 Penalty: 3780.462402
	Iteration 32Q: 3 clusters Score -1.205861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -12058607.000000 Penalty: 3780.462402
	Iteration 33Q: 3 clusters Score -1.205861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -12058587.000000 Penalty: 3780.462402
	Iteration 34Q: 3 clusters Score -1.205859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -12058598.000000 Penalty: 3780.462402
	Iteration 35Q: 3 clusters Score -1.20586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -12058602.000000 Penalty: 3780.462402
	Iteration 36Q: 3 clusters Score -1.20586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 111422 members 
Entering Unmasked Estep 
Score: -12058607.000000 Penalty: 3780.462402
	Iteration 37Q: 3 clusters Score -1.205861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 111422 members 
Entering Unmasked Estep 
Score: -12058600.000000 Penalty: 3780.462402
	Iteration 38Q: 3 clusters Score -1.20586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 111422 members 
Entering Unmasked Estep 
Score: -12058598.000000 Penalty: 3780.462402
	Iteration 39Q: 3 clusters Score -1.20586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -12058600.000000 Penalty: 3780.462402
	Iteration 40F: 3 clusters Score -1.20586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 111425 members 
Entering Unmasked Estep 
Score: -12058594.000000 Penalty: 3780.462402
	Iteration 41Q: 3 clusters Score -1.205859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -12058591.000000 Penalty: 3780.462402
	Iteration 42Q: 3 clusters Score -1.205859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -12058597.000000 Penalty: 3780.462402
	Iteration 43Q: 3 clusters Score -1.20586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -12058596.000000 Penalty: 3780.462402
	Iteration 44Q: 3 clusters Score -1.20586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -12058596.000000 Penalty: 3780.462402
	Iteration 45F: 3 clusters Score -1.20586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -50190.511719 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -50190.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49114.765625 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -49114.77 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49439.523438 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -49439.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49613.875000 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -49613.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -49763.554688 Penalty: 2084.374023
	Iteration 3F: 3 clusters Score -49763.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49890.093750 Penalty: 2084.374023
	Iteration 4F: 3 clusters Score -49890.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49948.121094 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -49948.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50006.605469 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -50006.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50051.019531 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -50051.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50057.652344 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -50057.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50059.703125 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -50059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50059.703125 Penalty: 2084.374023
	Iteration 10F: 3 clusters Score -50059.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -954337.000000 Penalty: 1480.441528
	Iteration 0F: 2 clusters Score -954337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -947818.562500 Penalty: 2960.883057
	Iteration 0F: 3 clusters Score -947818.6 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -949934.312500 Penalty: 2960.883057
	Iteration 1F: 3 clusters Score -949934.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -950200.812500 Penalty: 2960.883057
	Iteration 2F: 3 clusters Score -950200.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -950414.187500 Penalty: 2960.883057
	Iteration 3F: 3 clusters Score -950414.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -950611.750000 Penalty: 2960.883057
	Iteration 4Q: 3 clusters Score -950611.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -950806.062500 Penalty: 2960.883057
	Iteration 5Q: 3 clusters Score -950806.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -950982.187500 Penalty: 2960.883057
	Iteration 6Q: 3 clusters Score -950982.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -951171.625000 Penalty: 2960.883057
	Iteration 7Q: 3 clusters Score -951171.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -951335.937500 Penalty: 2960.883057
	Iteration 8Q: 3 clusters Score -951335.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -951491.875000 Penalty: 2960.883057
	Iteration 9Q: 3 clusters Score -951491.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -951659.687500 Penalty: 2960.883057
	Iteration 10Q: 3 clusters Score -951659.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -951813.750000 Penalty: 2960.883057
	Iteration 11Q: 3 clusters Score -951813.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -951966.937500 Penalty: 2960.883057
	Iteration 12Q: 3 clusters Score -951966.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -952107.062500 Penalty: 2960.883057
	Iteration 13Q: 3 clusters Score -952107.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -952242.187500 Penalty: 2960.883057
	Iteration 14Q: 3 clusters Score -952242.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -952342.250000 Penalty: 2960.883057
	Iteration 15Q: 3 clusters Score -952342.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -952431.562500 Penalty: 2960.883057
	Iteration 16Q: 3 clusters Score -952431.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -952504.437500 Penalty: 2960.883057
	Iteration 17Q: 3 clusters Score -952504.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -952554.062500 Penalty: 2960.883057
	Iteration 18Q: 3 clusters Score -952554.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -952594.937500 Penalty: 2960.883057
	Iteration 19Q: 3 clusters Score -952594.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -952635.812500 Penalty: 2960.883057
	Iteration 20F: 3 clusters Score -952635.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -952669.187500 Penalty: 2960.883057
	Iteration 21Q: 3 clusters Score -952669.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -952695.187500 Penalty: 2960.883057
	Iteration 22Q: 3 clusters Score -952695.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -952722.625000 Penalty: 2960.883057
	Iteration 23Q: 3 clusters Score -952722.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -952754.312500 Penalty: 2960.883057
	Iteration 24Q: 3 clusters Score -952754.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -952776.562500 Penalty: 2960.883057
	Iteration 25Q: 3 clusters Score -952776.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -952791.625000 Penalty: 2960.883057
	Iteration 26Q: 3 clusters Score -952791.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -952807.625000 Penalty: 2960.883057
	Iteration 27Q: 3 clusters Score -952807.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -952825.687500 Penalty: 2960.883057
	Iteration 28Q: 3 clusters Score -952825.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -952840.875000 Penalty: 2960.883057
	Iteration 29Q: 3 clusters Score -952840.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -952854.500000 Penalty: 2960.883057
	Iteration 30Q: 3 clusters Score -952854.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -952874.187500 Penalty: 2960.883057
	Iteration 31Q: 3 clusters Score -952874.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -952890.187500 Penalty: 2960.883057
	Iteration 32Q: 3 clusters Score -952890.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -952905.250000 Penalty: 2960.883057
	Iteration 33Q: 3 clusters Score -952905.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -952915.375000 Penalty: 2960.883057
	Iteration 34Q: 3 clusters Score -952915.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -952932.562500 Penalty: 2960.883057
	Iteration 35Q: 3 clusters Score -952932.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -952948.125000 Penalty: 2960.883057
	Iteration 36Q: 3 clusters Score -952948.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -952961.187500 Penalty: 2960.883057
	Iteration 37Q: 3 clusters Score -952961.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -952974.437500 Penalty: 2960.883057
	Iteration 38Q: 3 clusters Score -952974.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -952990.375000 Penalty: 2960.883057
	Iteration 39Q: 3 clusters Score -952990.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -953002.250000 Penalty: 2960.883057
	Iteration 40F: 3 clusters Score -953002.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -953012.937500 Penalty: 2960.883057
	Iteration 41Q: 3 clusters Score -953012.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -953023.812500 Penalty: 2960.883057
	Iteration 42Q: 3 clusters Score -953023.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -953035.812500 Penalty: 2960.883057
	Iteration 43Q: 3 clusters Score -953035.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -953045.312500 Penalty: 2960.883057
	Iteration 44Q: 3 clusters Score -953045.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -953057.562500 Penalty: 2960.883057
	Iteration 45Q: 3 clusters Score -953057.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -953068.500000 Penalty: 2960.883057
	Iteration 46Q: 3 clusters Score -953068.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -953075.625000 Penalty: 2960.883057
	Iteration 47Q: 3 clusters Score -953075.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -953084.875000 Penalty: 2960.883057
	Iteration 48Q: 3 clusters Score -953084.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -953089.812500 Penalty: 2960.883057
	Iteration 49Q: 3 clusters Score -953089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -953091.875000 Penalty: 2960.883057
	Iteration 50Q: 3 clusters Score -953091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -953097.500000 Penalty: 2960.883057
	Iteration 51Q: 3 clusters Score -953097.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -953107.187500 Penalty: 2960.883057
	Iteration 52Q: 3 clusters Score -953107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -953112.125000 Penalty: 2960.883057
	Iteration 53Q: 3 clusters Score -953112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -953118.750000 Penalty: 2960.883057
	Iteration 54Q: 3 clusters Score -953118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -953119.312500 Penalty: 2960.883057
	Iteration 55Q: 3 clusters Score -953119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -953120.250000 Penalty: 2960.883057
	Iteration 56Q: 3 clusters Score -953120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -953124.562500 Penalty: 2960.883057
	Iteration 57Q: 3 clusters Score -953124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -953131.500000 Penalty: 2960.883057
	Iteration 58Q: 3 clusters Score -953131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -953137.562500 Penalty: 2960.883057
	Iteration 59Q: 3 clusters Score -953137.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -953142.187500 Penalty: 2960.883057
	Iteration 60F: 3 clusters Score -953142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -953149.312500 Penalty: 2960.883057
	Iteration 61Q: 3 clusters Score -953149.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -953158.500000 Penalty: 2960.883057
	Iteration 62Q: 3 clusters Score -953158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -953163.125000 Penalty: 2960.883057
	Iteration 63Q: 3 clusters Score -953163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -953167.500000 Penalty: 2960.883057
	Iteration 64Q: 3 clusters Score -953167.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -953173.562500 Penalty: 2960.883057
	Iteration 65Q: 3 clusters Score -953173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -953175.562500 Penalty: 2960.883057
	Iteration 66Q: 3 clusters Score -953175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -953175.812500 Penalty: 2960.883057
	Iteration 67Q: 3 clusters Score -953175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -953176.500000 Penalty: 2960.883057
	Iteration 68Q: 3 clusters Score -953176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -953176.812500 Penalty: 2960.883057
	Iteration 69Q: 3 clusters Score -953176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -953176.812500 Penalty: 2960.883057
	Iteration 70F: 3 clusters Score -953176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Entering Unmasked Estep 
Score: -1043633.812500 Penalty: 1488.840454
	Iteration 0F: 2 clusters Score -1043634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1036720.937500 Penalty: 2977.680908
	Iteration 0F: 3 clusters Score -1036721 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1038970.875000 Penalty: 2977.680908
	Iteration 1F: 3 clusters Score -1038971 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1039225.312500 Penalty: 2977.680908
	Iteration 2F: 3 clusters Score -1039225 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1039419.625000 Penalty: 2977.680908
	Iteration 3Q: 3 clusters Score -1039420 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1039552.062500 Penalty: 2977.680908
	Iteration 4Q: 3 clusters Score -1039552 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1039664.875000 Penalty: 2977.680908
	Iteration 5Q: 3 clusters Score -1039665 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1039748.375000 Penalty: 2977.680908
	Iteration 6Q: 3 clusters Score -1039748 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1039814.187500 Penalty: 2977.680908
	Iteration 7Q: 3 clusters Score -1039814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1039880.500000 Penalty: 2977.680908
	Iteration 8Q: 3 clusters Score -1039880 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1039937.687500 Penalty: 2977.680908
	Iteration 9Q: 3 clusters Score -1039938 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1039984.312500 Penalty: 2977.680908
	Iteration 10Q: 3 clusters Score -1039984 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1040028.250000 Penalty: 2977.680908
	Iteration 11Q: 3 clusters Score -1040028 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1040074.875000 Penalty: 2977.680908
	Iteration 12Q: 3 clusters Score -1040075 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1040119.562500 Penalty: 2977.680908
	Iteration 13Q: 3 clusters Score -1040120 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1040170.000000 Penalty: 2977.680908
	Iteration 14Q: 3 clusters Score -1040170 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1040229.062500 Penalty: 2977.680908
	Iteration 15Q: 3 clusters Score -1040229 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1040286.312500 Penalty: 2977.680908
	Iteration 16Q: 3 clusters Score -1040286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1040345.000000 Penalty: 2977.680908
	Iteration 17Q: 3 clusters Score -1040345 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1040419.250000 Penalty: 2977.680908
	Iteration 18Q: 3 clusters Score -1040419 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1040515.000000 Penalty: 2977.680908
	Iteration 19Q: 3 clusters Score -1040515 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1040610.500000 Penalty: 2977.680908
	Iteration 20F: 3 clusters Score -1040610 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1040710.562500 Penalty: 2977.680908
	Iteration 21Q: 3 clusters Score -1040711 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1040815.750000 Penalty: 2977.680908
	Iteration 22Q: 3 clusters Score -1040816 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1040910.937500 Penalty: 2977.680908
	Iteration 23Q: 3 clusters Score -1040911 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1040986.375000 Penalty: 2977.680908
	Iteration 24Q: 3 clusters Score -1040986 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1041039.625000 Penalty: 2977.680908
	Iteration 25Q: 3 clusters Score -1041040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1041079.687500 Penalty: 2977.680908
	Iteration 26Q: 3 clusters Score -1041080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1041097.312500 Penalty: 2977.680908
	Iteration 27Q: 3 clusters Score -1041097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1041114.375000 Penalty: 2977.680908
	Iteration 28Q: 3 clusters Score -1041114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1041122.750000 Penalty: 2977.680908
	Iteration 29Q: 3 clusters Score -1041123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1041127.312500 Penalty: 2977.680908
	Iteration 30Q: 3 clusters Score -1041127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1041135.125000 Penalty: 2977.680908
	Iteration 31Q: 3 clusters Score -1041135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1041142.250000 Penalty: 2977.680908
	Iteration 32Q: 3 clusters Score -1041142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1041149.937500 Penalty: 2977.680908
	Iteration 33Q: 3 clusters Score -1041150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1041151.750000 Penalty: 2977.680908
	Iteration 34Q: 3 clusters Score -1041152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1041156.312500 Penalty: 2977.680908
	Iteration 35Q: 3 clusters Score -1041156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1041156.437500 Penalty: 2977.680908
	Iteration 36Q: 3 clusters Score -1041156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1041158.750000 Penalty: 2977.680908
	Iteration 37Q: 3 clusters Score -1041159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1041159.937500 Penalty: 2977.680908
	Iteration 38Q: 3 clusters Score -1041160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1041165.250000 Penalty: 2977.680908
	Iteration 39Q: 3 clusters Score -1041165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1041167.000000 Penalty: 2977.680908
	Iteration 40F: 3 clusters Score -1041167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1041167.125000 Penalty: 2977.680908
	Iteration 41Q: 3 clusters Score -1041167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1041165.625000 Penalty: 2977.680908
	Iteration 42Q: 3 clusters Score -1041166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1041168.125000 Penalty: 2977.680908
	Iteration 43Q: 3 clusters Score -1041168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1041172.750000 Penalty: 2977.680908
	Iteration 44Q: 3 clusters Score -1041173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1041172.250000 Penalty: 2977.680908
	Iteration 45Q: 3 clusters Score -1041172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1041179.437500 Penalty: 2977.680908
	Iteration 46Q: 3 clusters Score -1041179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1041178.500000 Penalty: 2977.680908
	Iteration 47Q: 3 clusters Score -1041178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1041178.875000 Penalty: 2977.680908
	Iteration 48Q: 3 clusters Score -1041179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1041182.437500 Penalty: 2977.680908
	Iteration 49Q: 3 clusters Score -1041182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1041184.500000 Penalty: 2977.680908
	Iteration 50Q: 3 clusters Score -1041184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1041184.625000 Penalty: 2977.680908
	Iteration 51Q: 3 clusters Score -1041185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1041184.125000 Penalty: 2977.680908
	Iteration 52Q: 3 clusters Score -1041184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1041187.687500 Penalty: 2977.680908
	Iteration 53Q: 3 clusters Score -1041188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1041187.687500 Penalty: 2977.680908
	Iteration 54Q: 3 clusters Score -1041188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1041188.437500 Penalty: 2977.680908
	Iteration 55Q: 3 clusters Score -1041188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1041187.937500 Penalty: 2977.680908
	Iteration 56Q: 3 clusters Score -1041188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1041187.812500 Penalty: 2977.680908
	Iteration 57Q: 3 clusters Score -1041188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1041188.312500 Penalty: 2977.680908
	Iteration 58Q: 3 clusters Score -1041188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1041190.812500 Penalty: 2977.680908
	Iteration 59Q: 3 clusters Score -1041191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1041189.250000 Penalty: 2977.680908
	Iteration 60F: 3 clusters Score -1041189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1041193.250000 Penalty: 2977.680908
	Iteration 61Q: 3 clusters Score -1041193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1041192.875000 Penalty: 2977.680908
	Iteration 62Q: 3 clusters Score -1041193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1041192.750000 Penalty: 2977.680908
	Iteration 63Q: 3 clusters Score -1041193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1041194.812500 Penalty: 2977.680908
	Iteration 64Q: 3 clusters Score -1041195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1041197.000000 Penalty: 2977.680908
	Iteration 65Q: 3 clusters Score -1041197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1041194.750000 Penalty: 2977.680908
	Iteration 66Q: 3 clusters Score -1041195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1041197.875000 Penalty: 2977.680908
	Iteration 67Q: 3 clusters Score -1041198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1041196.937500 Penalty: 2977.680908
	Iteration 68Q: 3 clusters Score -1041197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1041196.375000 Penalty: 2977.680908
	Iteration 69Q: 3 clusters Score -1041196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1041196.812500 Penalty: 2977.680908
	Iteration 70Q: 3 clusters Score -1041197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1041196.312500 Penalty: 2977.680908
	Iteration 71Q: 3 clusters Score -1041196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1041196.500000 Penalty: 2977.680908
	Iteration 72Q: 3 clusters Score -1041196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1041199.375000 Penalty: 2977.680908
	Iteration 73Q: 3 clusters Score -1041199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1041199.937500 Penalty: 2977.680908
	Iteration 74Q: 3 clusters Score -1041200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1041200.000000 Penalty: 2977.680908
	Iteration 75Q: 3 clusters Score -1041200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1041199.812500 Penalty: 2977.680908
	Iteration 76Q: 3 clusters Score -1041200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1041200.812500 Penalty: 2977.680908
	Iteration 77Q: 3 clusters Score -1041201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1041200.187500 Penalty: 2977.680908
	Iteration 78Q: 3 clusters Score -1041200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1041203.375000 Penalty: 2977.680908
	Iteration 79Q: 3 clusters Score -1041203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1041203.500000 Penalty: 2977.680908
	Iteration 80F: 3 clusters Score -1041204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1041203.562500 Penalty: 2977.680908
	Iteration 81Q: 3 clusters Score -1041204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1041204.250000 Penalty: 2977.680908
	Iteration 82Q: 3 clusters Score -1041204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1041205.375000 Penalty: 2977.680908
	Iteration 83Q: 3 clusters Score -1041205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1041205.812500 Penalty: 2977.680908
	Iteration 84Q: 3 clusters Score -1041206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1041205.812500 Penalty: 2977.680908
	Iteration 85Q: 3 clusters Score -1041206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1041205.812500 Penalty: 2977.680908
	Iteration 86F: 3 clusters Score -1041206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Entering Unmasked Estep 
Score: -1008409.562500 Penalty: 1502.129150
	Iteration 0F: 2 clusters Score -1008410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1000976.812500 Penalty: 3004.258301
	Iteration 0F: 3 clusters Score -1000977 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1003862.812500 Penalty: 3004.258301
	Iteration 1F: 3 clusters Score -1003863 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1004647.000000 Penalty: 3004.258301
	Iteration 2F: 3 clusters Score -1004647 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1005413.437500 Penalty: 3004.258301
	Iteration 3F: 3 clusters Score -1005413 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1006043.125000 Penalty: 3004.258301
	Iteration 4F: 3 clusters Score -1006043 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1006527.937500 Penalty: 3004.258301
	Iteration 5F: 3 clusters Score -1006528 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1006879.375000 Penalty: 3004.258301
	Iteration 6F: 3 clusters Score -1006879 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1007125.625000 Penalty: 3004.258301
	Iteration 7Q: 3 clusters Score -1007126 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1007308.937500 Penalty: 3004.258301
	Iteration 8Q: 3 clusters Score -1007309 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1007454.125000 Penalty: 3004.258301
	Iteration 9Q: 3 clusters Score -1007454 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1007568.500000 Penalty: 3004.258301
	Iteration 10Q: 3 clusters Score -1007568 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1007647.937500 Penalty: 3004.258301
	Iteration 11Q: 3 clusters Score -1007648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1007698.625000 Penalty: 3004.258301
	Iteration 12Q: 3 clusters Score -1007699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1007742.687500 Penalty: 3004.258301
	Iteration 13Q: 3 clusters Score -1007743 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1007773.562500 Penalty: 3004.258301
	Iteration 14Q: 3 clusters Score -1007774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1007794.000000 Penalty: 3004.258301
	Iteration 15Q: 3 clusters Score -1007794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1007814.312500 Penalty: 3004.258301
	Iteration 16Q: 3 clusters Score -1007814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1007829.625000 Penalty: 3004.258301
	Iteration 17Q: 3 clusters Score -1007830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1007842.062500 Penalty: 3004.258301
	Iteration 18Q: 3 clusters Score -1007842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1007853.750000 Penalty: 3004.258301
	Iteration 19Q: 3 clusters Score -1007854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1007858.125000 Penalty: 3004.258301
	Iteration 20F: 3 clusters Score -1007858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1007864.187500 Penalty: 3004.258301
	Iteration 21Q: 3 clusters Score -1007864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1007866.062500 Penalty: 3004.258301
	Iteration 22Q: 3 clusters Score -1007866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1007869.000000 Penalty: 3004.258301
	Iteration 23Q: 3 clusters Score -1007869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1007874.437500 Penalty: 3004.258301
	Iteration 24Q: 3 clusters Score -1007874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1007876.937500 Penalty: 3004.258301
	Iteration 25Q: 3 clusters Score -1007877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1007877.687500 Penalty: 3004.258301
	Iteration 26Q: 3 clusters Score -1007878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1007881.750000 Penalty: 3004.258301
	Iteration 27Q: 3 clusters Score -1007882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1007884.187500 Penalty: 3004.258301
	Iteration 28Q: 3 clusters Score -1007884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1007886.437500 Penalty: 3004.258301
	Iteration 29Q: 3 clusters Score -1007886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1007888.500000 Penalty: 3004.258301
	Iteration 30Q: 3 clusters Score -1007888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1007887.250000 Penalty: 3004.258301
	Iteration 31Q: 3 clusters Score -1007887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1007887.250000 Penalty: 3004.258301
	Iteration 32F: 3 clusters Score -1007887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -504880.906250 Penalty: 1379.362183
	Iteration 0F: 2 clusters Score -504880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -500976.906250 Penalty: 2758.724365
	Iteration 0F: 3 clusters Score -500976.9 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -502135.843750 Penalty: 2758.724365
	Iteration 1F: 3 clusters Score -502135.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -502475.593750 Penalty: 2758.724365
	Iteration 2F: 3 clusters Score -502475.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -502767.093750 Penalty: 2758.724365
	Iteration 3F: 3 clusters Score -502767.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -503016.156250 Penalty: 2758.724365
	Iteration 4F: 3 clusters Score -503016.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -503249.750000 Penalty: 2758.724365
	Iteration 5F: 3 clusters Score -503249.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -503411.656250 Penalty: 2758.724365
	Iteration 6Q: 3 clusters Score -503411.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -503564.406250 Penalty: 2758.724365
	Iteration 7Q: 3 clusters Score -503564.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -503720.968750 Penalty: 2758.724365
	Iteration 8Q: 3 clusters Score -503721 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -503904.468750 Penalty: 2758.724365
	Iteration 9Q: 3 clusters Score -503904.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -504057.281250 Penalty: 2758.724365
	Iteration 10Q: 3 clusters Score -504057.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -504167.250000 Penalty: 2758.724365
	Iteration 11Q: 3 clusters Score -504167.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -504250.812500 Penalty: 2758.724365
	Iteration 12Q: 3 clusters Score -504250.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -504302.343750 Penalty: 2758.724365
	Iteration 13Q: 3 clusters Score -504302.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -504340.000000 Penalty: 2758.724365
	Iteration 14Q: 3 clusters Score -504340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -504377.750000 Penalty: 2758.724365
	Iteration 15Q: 3 clusters Score -504377.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -504412.906250 Penalty: 2758.724365
	Iteration 16Q: 3 clusters Score -504412.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -504432.562500 Penalty: 2758.724365
	Iteration 17Q: 3 clusters Score -504432.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -504446.468750 Penalty: 2758.724365
	Iteration 18Q: 3 clusters Score -504446.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -504450.437500 Penalty: 2758.724365
	Iteration 19Q: 3 clusters Score -504450.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -504457.218750 Penalty: 2758.724365
	Iteration 20F: 3 clusters Score -504457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -504462.968750 Penalty: 2758.724365
	Iteration 21Q: 3 clusters Score -504463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -504470.750000 Penalty: 2758.724365
	Iteration 22Q: 3 clusters Score -504470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -504474.687500 Penalty: 2758.724365
	Iteration 23Q: 3 clusters Score -504474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -504479.437500 Penalty: 2758.724365
	Iteration 24Q: 3 clusters Score -504479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -504485.343750 Penalty: 2758.724365
	Iteration 25Q: 3 clusters Score -504485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -504489.187500 Penalty: 2758.724365
	Iteration 26Q: 3 clusters Score -504489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -504490.125000 Penalty: 2758.724365
	Iteration 27Q: 3 clusters Score -504490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -504492.687500 Penalty: 2758.724365
	Iteration 28Q: 3 clusters Score -504492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -504495.125000 Penalty: 2758.724365
	Iteration 29Q: 3 clusters Score -504495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -504499.375000 Penalty: 2758.724365
	Iteration 30Q: 3 clusters Score -504499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -504501.625000 Penalty: 2758.724365
	Iteration 31Q: 3 clusters Score -504501.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -504501.625000 Penalty: 2758.724365
	Iteration 32F: 3 clusters Score -504501.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Entering Unmasked Estep 
Score: -1046763.437500 Penalty: 1490.300415
	Iteration 0F: 2 clusters Score -1046763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1039837.750000 Penalty: 2980.600830
	Iteration 0F: 3 clusters Score -1039838 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1041987.250000 Penalty: 2980.600830
	Iteration 1F: 3 clusters Score -1041987 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1042211.875000 Penalty: 2980.600830
	Iteration 2F: 3 clusters Score -1042212 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1042431.687500 Penalty: 2980.600830
	Iteration 3F: 3 clusters Score -1042432 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1042641.937500 Penalty: 2980.600830
	Iteration 4Q: 3 clusters Score -1042642 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1042880.687500 Penalty: 2980.600830
	Iteration 5Q: 3 clusters Score -1042881 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1043152.875000 Penalty: 2980.600830
	Iteration 6Q: 3 clusters Score -1043153 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1043464.187500 Penalty: 2980.600830
	Iteration 7F: 3 clusters Score -1043464 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1043818.875000 Penalty: 2980.600830
	Iteration 8F: 3 clusters Score -1043819 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1044170.312500 Penalty: 2980.600830
	Iteration 9Q: 3 clusters Score -1044170 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1044460.125000 Penalty: 2980.600830
	Iteration 10Q: 3 clusters Score -1044460 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1044701.437500 Penalty: 2980.600830
	Iteration 11Q: 3 clusters Score -1044701 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1044870.875000 Penalty: 2980.600830
	Iteration 12Q: 3 clusters Score -1044871 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1044982.187500 Penalty: 2980.600830
	Iteration 13Q: 3 clusters Score -1044982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1045059.562500 Penalty: 2980.600830
	Iteration 14Q: 3 clusters Score -1045060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1045120.500000 Penalty: 2980.600830
	Iteration 15Q: 3 clusters Score -1045120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1045168.187500 Penalty: 2980.600830
	Iteration 16Q: 3 clusters Score -1045168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1045203.437500 Penalty: 2980.600830
	Iteration 17Q: 3 clusters Score -1045203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1045236.687500 Penalty: 2980.600830
	Iteration 18Q: 3 clusters Score -1045237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1045265.437500 Penalty: 2980.600830
	Iteration 19Q: 3 clusters Score -1045265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1045278.875000 Penalty: 2980.600830
	Iteration 20F: 3 clusters Score -1045279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1045294.062500 Penalty: 2980.600830
	Iteration 21Q: 3 clusters Score -1045294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1045309.312500 Penalty: 2980.600830
	Iteration 22Q: 3 clusters Score -1045309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1045326.000000 Penalty: 2980.600830
	Iteration 23Q: 3 clusters Score -1045326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1045341.375000 Penalty: 2980.600830
	Iteration 24Q: 3 clusters Score -1045341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1045358.187500 Penalty: 2980.600830
	Iteration 25Q: 3 clusters Score -1045358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1045369.937500 Penalty: 2980.600830
	Iteration 26Q: 3 clusters Score -1045370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1045378.500000 Penalty: 2980.600830
	Iteration 27Q: 3 clusters Score -1045378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1045387.250000 Penalty: 2980.600830
	Iteration 28Q: 3 clusters Score -1045387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1045391.125000 Penalty: 2980.600830
	Iteration 29Q: 3 clusters Score -1045391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1045399.437500 Penalty: 2980.600830
	Iteration 30Q: 3 clusters Score -1045399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1045407.375000 Penalty: 2980.600830
	Iteration 31Q: 3 clusters Score -1045407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1045420.937500 Penalty: 2980.600830
	Iteration 32Q: 3 clusters Score -1045421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1045429.812500 Penalty: 2980.600830
	Iteration 33Q: 3 clusters Score -1045430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1045438.375000 Penalty: 2980.600830
	Iteration 34Q: 3 clusters Score -1045438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1045447.375000 Penalty: 2980.600830
	Iteration 35Q: 3 clusters Score -1045447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1045459.500000 Penalty: 2980.600830
	Iteration 36Q: 3 clusters Score -1045460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1045470.375000 Penalty: 2980.600830
	Iteration 37Q: 3 clusters Score -1045470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1045475.687500 Penalty: 2980.600830
	Iteration 38Q: 3 clusters Score -1045476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1045484.562500 Penalty: 2980.600830
	Iteration 39Q: 3 clusters Score -1045485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1045489.187500 Penalty: 2980.600830
	Iteration 40F: 3 clusters Score -1045489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1045496.312500 Penalty: 2980.600830
	Iteration 41Q: 3 clusters Score -1045496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1045507.875000 Penalty: 2980.600830
	Iteration 42Q: 3 clusters Score -1045508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1045518.062500 Penalty: 2980.600830
	Iteration 43Q: 3 clusters Score -1045518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1045522.687500 Penalty: 2980.600830
	Iteration 44Q: 3 clusters Score -1045523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1045528.250000 Penalty: 2980.600830
	Iteration 45Q: 3 clusters Score -1045528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1045535.250000 Penalty: 2980.600830
	Iteration 46Q: 3 clusters Score -1045535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1045542.500000 Penalty: 2980.600830
	Iteration 47Q: 3 clusters Score -1045542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1045546.000000 Penalty: 2980.600830
	Iteration 48Q: 3 clusters Score -1045546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1045549.062500 Penalty: 2980.600830
	Iteration 49Q: 3 clusters Score -1045549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1045550.562500 Penalty: 2980.600830
	Iteration 50Q: 3 clusters Score -1045551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1045551.375000 Penalty: 2980.600830
	Iteration 51Q: 3 clusters Score -1045551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1045551.375000 Penalty: 2980.600830
	Iteration 52F: 3 clusters Score -1045551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -141028.828125 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -141028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139267.062500 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -139267.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139646.609375 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -139646.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -139745.781250 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -139745.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -139803.218750 Penalty: 2371.113770
	Iteration 3Q: 3 clusters Score -139803.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -139830.359375 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -139830.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -139855.796875 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -139855.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -139873.265625 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -139873.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139902.000000 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -139902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139925.437500 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -139925.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139947.609375 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -139947.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139961.203125 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -139961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -139970.343750 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -139970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139981.796875 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -139981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -139988.328125 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -139988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -139992.046875 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -139992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -139996.609375 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -139996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -140005.171875 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -140005.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -140018.828125 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -140018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -140024.484375 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -140024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -140026.562500 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -140026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140028.062500 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -140028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140028.968750 Penalty: 2371.113770
	Iteration 21Q: 3 clusters Score -140029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140031.156250 Penalty: 2371.113770
	Iteration 22Q: 3 clusters Score -140031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140034.687500 Penalty: 2371.113770
	Iteration 23Q: 3 clusters Score -140034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140036.578125 Penalty: 2371.113770
	Iteration 24Q: 3 clusters Score -140036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140036.578125 Penalty: 2371.113770
	Iteration 25F: 3 clusters Score -140036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Entering Unmasked Estep 
Score: -6048522.500000 Penalty: 1783.871460
	Iteration 0F: 2 clusters Score -6048522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -6009311.500000 Penalty: 3567.742920
	Iteration 0F: 3 clusters Score -6009312 nChanged 27619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -6025548.000000 Penalty: 3567.742920
	Iteration 1F: 3 clusters Score -6025548 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6026796.000000 Penalty: 3567.742920
	Iteration 2Q: 3 clusters Score -6026796 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -6028673.500000 Penalty: 3567.742920
	Iteration 3F: 3 clusters Score -6028674 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -6031837.500000 Penalty: 3567.742920
	Iteration 4F: 3 clusters Score -6031838 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -6036107.000000 Penalty: 3567.742920
	Iteration 5F: 3 clusters Score -6036107 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -6040358.500000 Penalty: 3567.742920
	Iteration 6F: 3 clusters Score -6040358 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -6043621.000000 Penalty: 3567.742920
	Iteration 7F: 3 clusters Score -6043621 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6045578.500000 Penalty: 3567.742920
	Iteration 8Q: 3 clusters Score -6045578 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6046761.000000 Penalty: 3567.742920
	Iteration 9Q: 3 clusters Score -6046761 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6047437.000000 Penalty: 3567.742920
	Iteration 10Q: 3 clusters Score -6047437 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6047802.000000 Penalty: 3567.742920
	Iteration 11Q: 3 clusters Score -6047802 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6048033.000000 Penalty: 3567.742920
	Iteration 12Q: 3 clusters Score -6048033 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6048139.500000 Penalty: 3567.742920
	Iteration 13Q: 3 clusters Score -6048140 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6048259.000000 Penalty: 3567.742920
	Iteration 14Q: 3 clusters Score -6048259 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6048335.000000 Penalty: 3567.742920
	Iteration 15Q: 3 clusters Score -6048335 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6048389.000000 Penalty: 3567.742920
	Iteration 16Q: 3 clusters Score -6048389 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6048424.500000 Penalty: 3567.742920
	Iteration 17Q: 3 clusters Score -6048424 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6048425.500000 Penalty: 3567.742920
	Iteration 18Q: 3 clusters Score -6048426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6048439.000000 Penalty: 3567.742920
	Iteration 19Q: 3 clusters Score -6048439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6048455.500000 Penalty: 3567.742920
	Iteration 20F: 3 clusters Score -6048456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -6048475.500000 Penalty: 3567.742920
	Iteration 21Q: 3 clusters Score -6048476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6048495.000000 Penalty: 3567.742920
	Iteration 22Q: 3 clusters Score -6048495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6048493.000000 Penalty: 3567.742920
	Iteration 23Q: 3 clusters Score -6048493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6048497.000000 Penalty: 3567.742920
	Iteration 24Q: 3 clusters Score -6048497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6048509.000000 Penalty: 3567.742920
	Iteration 25Q: 3 clusters Score -6048509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6048505.000000 Penalty: 3567.742920
	Iteration 26Q: 3 clusters Score -6048505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6048505.000000 Penalty: 3567.742920
	Iteration 27Q: 3 clusters Score -6048505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6048504.000000 Penalty: 3567.742920
	Iteration 28Q: 3 clusters Score -6048504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6048510.000000 Penalty: 3567.742920
	Iteration 29Q: 3 clusters Score -6048510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6048505.000000 Penalty: 3567.742920
	Iteration 30Q: 3 clusters Score -6048505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6048513.000000 Penalty: 3567.742920
	Iteration 31Q: 3 clusters Score -6048513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6048518.000000 Penalty: 3567.742920
	Iteration 32Q: 3 clusters Score -6048518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6048517.000000 Penalty: 3567.742920
	Iteration 33Q: 3 clusters Score -6048517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6048518.000000 Penalty: 3567.742920
	Iteration 34Q: 3 clusters Score -6048518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6048516.500000 Penalty: 3567.742920
	Iteration 35Q: 3 clusters Score -6048516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6048520.000000 Penalty: 3567.742920
	Iteration 36Q: 3 clusters Score -6048520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6048519.000000 Penalty: 3567.742920
	Iteration 37Q: 3 clusters Score -6048519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6048526.500000 Penalty: 3567.742920
	Iteration 38Q: 3 clusters Score -6048526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6048524.500000 Penalty: 3567.742920
	Iteration 39Q: 3 clusters Score -6048524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6048521.500000 Penalty: 3567.742920
	Iteration 40F: 3 clusters Score -6048522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6048523.500000 Penalty: 3567.742920
	Iteration 41Q: 3 clusters Score -6048524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6048523.500000 Penalty: 3567.742920
	Iteration 42F: 3 clusters Score -6048524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 54869 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Mstep: Class 37 contains 3683 members 
Entering Unmasked Estep 
Score: -101017720.000000 Penalty: 82904.648438
Splitting cluster 28 changes total score from -101018472.000000 to -101017720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -8590.868164 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -8590.868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8154.066895 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -8154.067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8212.200195 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -8212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -14109.931641 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -14109.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13452.070312 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -13452.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13600.568359 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -13600.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13706.082031 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -13706.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13780.522461 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -13780.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13842.625000 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -13842.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13882.000000 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -13882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13882.921875 Penalty: 1751.448364
	Iteration 6Q: 3 clusters Score -13882.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13882.921875 Penalty: 1751.448364
	Iteration 7F: 3 clusters Score -13882.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (123678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123678 members 
Entering Unmasked Estep 
Score: -13362976.000000 Penalty: 1905.383545
	Iteration 0F: 2 clusters Score -1.336298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -13281675.000000 Penalty: 3810.767090
	Iteration 0F: 3 clusters Score -1.328168e+07 nChanged 59286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -13316889.000000 Penalty: 3810.767090
	Iteration 1F: 3 clusters Score -1.331689e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -13318110.000000 Penalty: 3810.767090
	Iteration 2Q: 3 clusters Score -1.331811e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -13320098.000000 Penalty: 3810.767090
	Iteration 3Q: 3 clusters Score -1.33201e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -13323190.000000 Penalty: 3810.767090
	Iteration 4Q: 3 clusters Score -1.332319e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -13327895.000000 Penalty: 3810.767090
	Iteration 5F: 3 clusters Score -1.33279e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -13334829.000000 Penalty: 3810.767090
	Iteration 6F: 3 clusters Score -1.333483e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102423 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -13343214.000000 Penalty: 3810.767090
	Iteration 7F: 3 clusters Score -1.334321e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -13351264.000000 Penalty: 3810.767090
	Iteration 8F: 3 clusters Score -1.335126e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -13356454.000000 Penalty: 3810.767090
	Iteration 9Q: 3 clusters Score -1.335645e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120606 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -13359275.000000 Penalty: 3810.767090
	Iteration 10Q: 3 clusters Score -1.335928e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122093 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13360403.000000 Penalty: 3810.767090
	Iteration 11Q: 3 clusters Score -1.33604e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122720 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13360864.000000 Penalty: 3810.767090
	Iteration 12Q: 3 clusters Score -1.336086e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13361069.000000 Penalty: 3810.767090
	Iteration 13Q: 3 clusters Score -1.336107e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123138 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13361194.000000 Penalty: 3810.767090
	Iteration 14Q: 3 clusters Score -1.336119e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123209 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13361237.000000 Penalty: 3810.767090
	Iteration 15Q: 3 clusters Score -1.336124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13361286.000000 Penalty: 3810.767090
	Iteration 16Q: 3 clusters Score -1.336129e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13361312.000000 Penalty: 3810.767090
	Iteration 17Q: 3 clusters Score -1.336131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13361325.000000 Penalty: 3810.767090
	Iteration 18Q: 3 clusters Score -1.336132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123310 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13361358.000000 Penalty: 3810.767090
	Iteration 19Q: 3 clusters Score -1.336136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13361367.000000 Penalty: 3810.767090
	Iteration 20F: 3 clusters Score -1.336137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13361378.000000 Penalty: 3810.767090
	Iteration 21Q: 3 clusters Score -1.336138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13361377.000000 Penalty: 3810.767090
	Iteration 22Q: 3 clusters Score -1.336138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13361374.000000 Penalty: 3810.767090
	Iteration 23Q: 3 clusters Score -1.336137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123327 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13361382.000000 Penalty: 3810.767090
	Iteration 24Q: 3 clusters Score -1.336138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123328 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13361388.000000 Penalty: 3810.767090
	Iteration 25Q: 3 clusters Score -1.336139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123328 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13361390.000000 Penalty: 3810.767090
	Iteration 26Q: 3 clusters Score -1.336139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123330 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13361374.000000 Penalty: 3810.767090
	Iteration 27Q: 3 clusters Score -1.336137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13361385.000000 Penalty: 3810.767090
	Iteration 28Q: 3 clusters Score -1.336138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123333 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13361385.000000 Penalty: 3810.767090
	Iteration 29Q: 3 clusters Score -1.336138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13361386.000000 Penalty: 3810.767090
	Iteration 30Q: 3 clusters Score -1.336139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13361386.000000 Penalty: 3810.767090
	Iteration 31F: 3 clusters Score -1.336139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -19649.052734 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -19649.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18910.355469 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -18910.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19126.783203 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -19126.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19239.914062 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -19239.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19286.806641 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -19286.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19342.150391 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -19342.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19365.160156 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -19365.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19372.609375 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -19372.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19380.685547 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -19380.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19384.886719 Penalty: 1797.064453
	Iteration 8Q: 3 clusters Score -19384.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19384.886719 Penalty: 1797.064453
	Iteration 9F: 3 clusters Score -19384.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -67252.187500 Penalty: 1083.380493
	Iteration 0F: 2 clusters Score -67252.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66045.468750 Penalty: 2166.760986
	Iteration 0F: 3 clusters Score -66045.47 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66345.695312 Penalty: 2166.760986
	Iteration 1F: 3 clusters Score -66345.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66524.820312 Penalty: 2166.760986
	Iteration 2F: 3 clusters Score -66524.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66663.023438 Penalty: 2166.760986
	Iteration 3Q: 3 clusters Score -66663.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66792.218750 Penalty: 2166.760986
	Iteration 4Q: 3 clusters Score -66792.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66903.000000 Penalty: 2166.760986
	Iteration 5Q: 3 clusters Score -66903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66968.351562 Penalty: 2166.760986
	Iteration 6Q: 3 clusters Score -66968.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67023.179688 Penalty: 2166.760986
	Iteration 7Q: 3 clusters Score -67023.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67097.468750 Penalty: 2166.760986
	Iteration 8Q: 3 clusters Score -67097.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67140.789062 Penalty: 2166.760986
	Iteration 9Q: 3 clusters Score -67140.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67160.578125 Penalty: 2166.760986
	Iteration 10Q: 3 clusters Score -67160.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67182.265625 Penalty: 2166.760986
	Iteration 11Q: 3 clusters Score -67182.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67196.632812 Penalty: 2166.760986
	Iteration 12Q: 3 clusters Score -67196.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67206.468750 Penalty: 2166.760986
	Iteration 13Q: 3 clusters Score -67206.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67212.273438 Penalty: 2166.760986
	Iteration 14Q: 3 clusters Score -67212.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67222.468750 Penalty: 2166.760986
	Iteration 15Q: 3 clusters Score -67222.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67227.265625 Penalty: 2166.760986
	Iteration 16Q: 3 clusters Score -67227.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67228.484375 Penalty: 2166.760986
	Iteration 17Q: 3 clusters Score -67228.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67229.242188 Penalty: 2166.760986
	Iteration 18Q: 3 clusters Score -67229.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67231.710938 Penalty: 2166.760986
	Iteration 19Q: 3 clusters Score -67231.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67239.195312 Penalty: 2166.760986
	Iteration 20F: 3 clusters Score -67239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67249.093750 Penalty: 2166.760986
	Iteration 21Q: 3 clusters Score -67249.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67251.054688 Penalty: 2166.760986
	Iteration 22Q: 3 clusters Score -67251.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67256.890625 Penalty: 2166.760986
	Iteration 23Q: 3 clusters Score -67256.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67259.851562 Penalty: 2166.760986
	Iteration 24Q: 3 clusters Score -67259.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67261.335938 Penalty: 2166.760986
	Iteration 25Q: 3 clusters Score -67261.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67261.335938 Penalty: 2166.760986
	Iteration 26F: 3 clusters Score -67261.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 180315 members 
Mstep: Class 36 contains 182 members 
Mstep: Class 37 contains 277 members 
Entering Unmasked Estep 
Score: -101017344.000000 Penalty: 82904.648438
Splitting cluster 33 changes total score from -101018472.000000 to -101017344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -213334.609375 Penalty: 1241.285522
	Iteration 0F: 2 clusters Score -213334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -211186.078125 Penalty: 2482.571045
	Iteration 0F: 3 clusters Score -211186.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -211656.062500 Penalty: 2482.571045
	Iteration 1F: 3 clusters Score -211656.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -211744.890625 Penalty: 2482.571045
	Iteration 2F: 3 clusters Score -211744.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -211818.015625 Penalty: 2482.571045
	Iteration 3Q: 3 clusters Score -211818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -211868.000000 Penalty: 2482.571045
	Iteration 4Q: 3 clusters Score -211868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -211904.203125 Penalty: 2482.571045
	Iteration 5Q: 3 clusters Score -211904.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -211935.343750 Penalty: 2482.571045
	Iteration 6Q: 3 clusters Score -211935.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -211957.359375 Penalty: 2482.571045
	Iteration 7Q: 3 clusters Score -211957.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -211984.859375 Penalty: 2482.571045
	Iteration 8Q: 3 clusters Score -211984.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -212008.390625 Penalty: 2482.571045
	Iteration 9Q: 3 clusters Score -212008.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -212032.328125 Penalty: 2482.571045
	Iteration 10Q: 3 clusters Score -212032.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -212052.953125 Penalty: 2482.571045
	Iteration 11Q: 3 clusters Score -212053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -212069.234375 Penalty: 2482.571045
	Iteration 12Q: 3 clusters Score -212069.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -212080.515625 Penalty: 2482.571045
	Iteration 13Q: 3 clusters Score -212080.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -212091.890625 Penalty: 2482.571045
	Iteration 14Q: 3 clusters Score -212091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -212108.921875 Penalty: 2482.571045
	Iteration 15Q: 3 clusters Score -212108.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -212124.140625 Penalty: 2482.571045
	Iteration 16Q: 3 clusters Score -212124.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -212132.203125 Penalty: 2482.571045
	Iteration 17Q: 3 clusters Score -212132.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -212138.546875 Penalty: 2482.571045
	Iteration 18Q: 3 clusters Score -212138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -212145.546875 Penalty: 2482.571045
	Iteration 19Q: 3 clusters Score -212145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212151.062500 Penalty: 2482.571045
	Iteration 20F: 3 clusters Score -212151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -212155.500000 Penalty: 2482.571045
	Iteration 21Q: 3 clusters Score -212155.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -212157.593750 Penalty: 2482.571045
	Iteration 22Q: 3 clusters Score -212157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -212159.250000 Penalty: 2482.571045
	Iteration 23Q: 3 clusters Score -212159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -212160.781250 Penalty: 2482.571045
	Iteration 24Q: 3 clusters Score -212160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -212161.093750 Penalty: 2482.571045
	Iteration 25Q: 3 clusters Score -212161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -212162.031250 Penalty: 2482.571045
	Iteration 26Q: 3 clusters Score -212162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -212161.734375 Penalty: 2482.571045
	Iteration 27Q: 3 clusters Score -212161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -212161.734375 Penalty: 2482.571045
	Iteration 28F: 3 clusters Score -212161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (180315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180315 members 
Entering Unmasked Estep 
Score: -19066134.000000 Penalty: 1966.649902
	Iteration 0F: 2 clusters Score -1.906613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -18946166.000000 Penalty: 3933.299805
	Iteration 0F: 3 clusters Score -1.894617e+07 nChanged 87255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -18997990.000000 Penalty: 3933.299805
	Iteration 1F: 3 clusters Score -1.899799e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95837 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -18999708.000000 Penalty: 3933.299805
	Iteration 2Q: 3 clusters Score -1.899971e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99151 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -19002178.000000 Penalty: 3933.299805
	Iteration 3Q: 3 clusters Score -1.900218e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -19005828.000000 Penalty: 3933.299805
	Iteration 4Q: 3 clusters Score -1.900583e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -19011376.000000 Penalty: 3933.299805
	Iteration 5F: 3 clusters Score -1.901138e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -19019572.000000 Penalty: 3933.299805
	Iteration 6F: 3 clusters Score -1.901957e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133224 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -19031612.000000 Penalty: 3933.299805
	Iteration 7F: 3 clusters Score -1.903161e+07 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -19043824.000000 Penalty: 3933.299805
	Iteration 8F: 3 clusters Score -1.904382e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150386 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -19051892.000000 Penalty: 3933.299805
	Iteration 9Q: 3 clusters Score -1.905189e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -19056048.000000 Penalty: 3933.299805
	Iteration 10Q: 3 clusters Score -1.905605e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158224 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -19058464.000000 Penalty: 3933.299805
	Iteration 11Q: 3 clusters Score -1.905846e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -19060398.000000 Penalty: 3933.299805
	Iteration 12Q: 3 clusters Score -1.90604e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -19061936.000000 Penalty: 3933.299805
	Iteration 13Q: 3 clusters Score -1.906194e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165253 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -19063178.000000 Penalty: 3933.299805
	Iteration 14Q: 3 clusters Score -1.906318e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -19064024.000000 Penalty: 3933.299805
	Iteration 15Q: 3 clusters Score -1.906402e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -19064604.000000 Penalty: 3933.299805
	Iteration 16Q: 3 clusters Score -1.90646e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -19064994.000000 Penalty: 3933.299805
	Iteration 17Q: 3 clusters Score -1.906499e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -19065252.000000 Penalty: 3933.299805
	Iteration 18Q: 3 clusters Score -1.906525e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170568 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -19065438.000000 Penalty: 3933.299805
	Iteration 19Q: 3 clusters Score -1.906544e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -19065594.000000 Penalty: 3933.299805
	Iteration 20F: 3 clusters Score -1.906559e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -19065754.000000 Penalty: 3933.299805
	Iteration 21Q: 3 clusters Score -1.906575e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172140 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -19065848.000000 Penalty: 3933.299805
	Iteration 22Q: 3 clusters Score -1.906585e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -19065986.000000 Penalty: 3933.299805
	Iteration 23Q: 3 clusters Score -1.906599e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172877 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -19066060.000000 Penalty: 3933.299805
	Iteration 24Q: 3 clusters Score -1.906606e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -19066082.000000 Penalty: 3933.299805
	Iteration 25Q: 3 clusters Score -1.906608e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -19066132.000000 Penalty: 3933.299805
	Iteration 26Q: 3 clusters Score -1.906613e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173627 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -19066150.000000 Penalty: 3933.299805
	Iteration 27Q: 3 clusters Score -1.906615e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -19066138.000000 Penalty: 3933.299805
	Iteration 28Q: 3 clusters Score -1.906614e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174009 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -19066156.000000 Penalty: 3933.299805
	Iteration 29Q: 3 clusters Score -1.906616e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174170 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -19066176.000000 Penalty: 3933.299805
	Iteration 30Q: 3 clusters Score -1.906618e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174325 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -19066182.000000 Penalty: 3933.299805
	Iteration 31Q: 3 clusters Score -1.906618e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174454 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -19066226.000000 Penalty: 3933.299805
	Iteration 32Q: 3 clusters Score -1.906623e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174565 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -19066226.000000 Penalty: 3933.299805
	Iteration 33Q: 3 clusters Score -1.906623e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -19066196.000000 Penalty: 3933.299805
	Iteration 34Q: 3 clusters Score -1.90662e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174768 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -19066208.000000 Penalty: 3933.299805
	Iteration 35Q: 3 clusters Score -1.906621e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -19066264.000000 Penalty: 3933.299805
	Iteration 36Q: 3 clusters Score -1.906626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -19066276.000000 Penalty: 3933.299805
	Iteration 37Q: 3 clusters Score -1.906628e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -19066254.000000 Penalty: 3933.299805
	Iteration 38Q: 3 clusters Score -1.906625e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175032 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -19066262.000000 Penalty: 3933.299805
	Iteration 39Q: 3 clusters Score -1.906626e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -19066278.000000 Penalty: 3933.299805
	Iteration 40F: 3 clusters Score -1.906628e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175134 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -19066284.000000 Penalty: 3933.299805
	Iteration 41Q: 3 clusters Score -1.906628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175172 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -19066280.000000 Penalty: 3933.299805
	Iteration 42Q: 3 clusters Score -1.906628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175202 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -19066294.000000 Penalty: 3933.299805
	Iteration 43Q: 3 clusters Score -1.906629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -19066304.000000 Penalty: 3933.299805
	Iteration 44Q: 3 clusters Score -1.90663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175259 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -19066324.000000 Penalty: 3933.299805
	Iteration 45Q: 3 clusters Score -1.906632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175291 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -19066300.000000 Penalty: 3933.299805
	Iteration 46Q: 3 clusters Score -1.90663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175316 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -19066326.000000 Penalty: 3933.299805
	Iteration 47Q: 3 clusters Score -1.906633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -19066320.000000 Penalty: 3933.299805
	Iteration 48Q: 3 clusters Score -1.906632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -19066342.000000 Penalty: 3933.299805
	Iteration 49Q: 3 clusters Score -1.906634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -19066338.000000 Penalty: 3933.299805
	Iteration 50Q: 3 clusters Score -1.906634e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -19066330.000000 Penalty: 3933.299805
	Iteration 51Q: 3 clusters Score -1.906633e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -19066326.000000 Penalty: 3933.299805
	Iteration 52Q: 3 clusters Score -1.906633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -19066312.000000 Penalty: 3933.299805
	Iteration 53Q: 3 clusters Score -1.906631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -19066310.000000 Penalty: 3933.299805
	Iteration 54Q: 3 clusters Score -1.906631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175531 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -19066326.000000 Penalty: 3933.299805
	Iteration 55Q: 3 clusters Score -1.906633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175551 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -19066334.000000 Penalty: 3933.299805
	Iteration 56Q: 3 clusters Score -1.906633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175561 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -19066332.000000 Penalty: 3933.299805
	Iteration 57Q: 3 clusters Score -1.906633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175575 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -19066312.000000 Penalty: 3933.299805
	Iteration 58Q: 3 clusters Score -1.906631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175585 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -19066324.000000 Penalty: 3933.299805
	Iteration 59Q: 3 clusters Score -1.906632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175593 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -19066312.000000 Penalty: 3933.299805
	Iteration 60F: 3 clusters Score -1.906631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -19066314.000000 Penalty: 3933.299805
	Iteration 61Q: 3 clusters Score -1.906631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -19066306.000000 Penalty: 3933.299805
	Iteration 62Q: 3 clusters Score -1.906631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -19066294.000000 Penalty: 3933.299805
	Iteration 63Q: 3 clusters Score -1.906629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -19066300.000000 Penalty: 3933.299805
	Iteration 64Q: 3 clusters Score -1.90663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175624 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -19066288.000000 Penalty: 3933.299805
	Iteration 65Q: 3 clusters Score -1.906629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175630 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -19066292.000000 Penalty: 3933.299805
	Iteration 66Q: 3 clusters Score -1.906629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -19066288.000000 Penalty: 3933.299805
	Iteration 67Q: 3 clusters Score -1.906629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -19066272.000000 Penalty: 3933.299805
	Iteration 68Q: 3 clusters Score -1.906627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175659 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -19066280.000000 Penalty: 3933.299805
	Iteration 69Q: 3 clusters Score -1.906628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -19066278.000000 Penalty: 3933.299805
	Iteration 70Q: 3 clusters Score -1.906628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -19066278.000000 Penalty: 3933.299805
	Iteration 71Q: 3 clusters Score -1.906628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175679 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -19066294.000000 Penalty: 3933.299805
	Iteration 72Q: 3 clusters Score -1.906629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -19066278.000000 Penalty: 3933.299805
	Iteration 73Q: 3 clusters Score -1.906628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -19066284.000000 Penalty: 3933.299805
	Iteration 74Q: 3 clusters Score -1.906628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -19066290.000000 Penalty: 3933.299805
	Iteration 75Q: 3 clusters Score -1.906629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175701 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -19066298.000000 Penalty: 3933.299805
	Iteration 76Q: 3 clusters Score -1.90663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175713 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -19066306.000000 Penalty: 3933.299805
	Iteration 77Q: 3 clusters Score -1.906631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -19066290.000000 Penalty: 3933.299805
	Iteration 78Q: 3 clusters Score -1.906629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -19066264.000000 Penalty: 3933.299805
	Iteration 79Q: 3 clusters Score -1.906626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -19066266.000000 Penalty: 3933.299805
	Iteration 80F: 3 clusters Score -1.906627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175777 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -19066262.000000 Penalty: 3933.299805
	Iteration 81Q: 3 clusters Score -1.906626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -19066278.000000 Penalty: 3933.299805
	Iteration 82Q: 3 clusters Score -1.906628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175811 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -19066310.000000 Penalty: 3933.299805
	Iteration 83Q: 3 clusters Score -1.906631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -19066316.000000 Penalty: 3933.299805
	Iteration 84Q: 3 clusters Score -1.906632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -19066324.000000 Penalty: 3933.299805
	Iteration 85Q: 3 clusters Score -1.906632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -19066308.000000 Penalty: 3933.299805
	Iteration 86Q: 3 clusters Score -1.906631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -19066306.000000 Penalty: 3933.299805
	Iteration 87Q: 3 clusters Score -1.906631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -19066298.000000 Penalty: 3933.299805
	Iteration 88Q: 3 clusters Score -1.90663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -19066298.000000 Penalty: 3933.299805
	Iteration 89Q: 3 clusters Score -1.90663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -19066274.000000 Penalty: 3933.299805
	Iteration 90Q: 3 clusters Score -1.906627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -19066264.000000 Penalty: 3933.299805
	Iteration 91Q: 3 clusters Score -1.906626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175935 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -19066270.000000 Penalty: 3933.299805
	Iteration 92Q: 3 clusters Score -1.906627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -19066268.000000 Penalty: 3933.299805
	Iteration 93Q: 3 clusters Score -1.906627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -19066262.000000 Penalty: 3933.299805
	Iteration 94Q: 3 clusters Score -1.906626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -19066256.000000 Penalty: 3933.299805
	Iteration 95Q: 3 clusters Score -1.906626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -19066256.000000 Penalty: 3933.299805
	Iteration 96Q: 3 clusters Score -1.906626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175986 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -19066260.000000 Penalty: 3933.299805
	Iteration 97Q: 3 clusters Score -1.906626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175994 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -19066246.000000 Penalty: 3933.299805
	Iteration 98Q: 3 clusters Score -1.906625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176000 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -19066232.000000 Penalty: 3933.299805
	Iteration 99Q: 3 clusters Score -1.906623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -19066244.000000 Penalty: 3933.299805
	Iteration 100F: 3 clusters Score -1.906624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -19066248.000000 Penalty: 3933.299805
	Iteration 101Q: 3 clusters Score -1.906625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -19066256.000000 Penalty: 3933.299805
	Iteration 102Q: 3 clusters Score -1.906626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -19066244.000000 Penalty: 3933.299805
	Iteration 103Q: 3 clusters Score -1.906624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176038 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19066242.000000 Penalty: 3933.299805
	Iteration 104Q: 3 clusters Score -1.906624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176040 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -19066246.000000 Penalty: 3933.299805
	Iteration 105Q: 3 clusters Score -1.906625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176044 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -19066256.000000 Penalty: 3933.299805
	Iteration 106Q: 3 clusters Score -1.906626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176051 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -19066264.000000 Penalty: 3933.299805
	Iteration 107Q: 3 clusters Score -1.906626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176057 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -19066260.000000 Penalty: 3933.299805
	Iteration 108Q: 3 clusters Score -1.906626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176061 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -19066256.000000 Penalty: 3933.299805
	Iteration 109Q: 3 clusters Score -1.906626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176065 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -19066254.000000 Penalty: 3933.299805
	Iteration 110Q: 3 clusters Score -1.906625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -19066260.000000 Penalty: 3933.299805
	Iteration 111Q: 3 clusters Score -1.906626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176083 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -19066264.000000 Penalty: 3933.299805
	Iteration 112Q: 3 clusters Score -1.906626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -19066266.000000 Penalty: 3933.299805
	Iteration 113Q: 3 clusters Score -1.906627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -19066272.000000 Penalty: 3933.299805
	Iteration 114Q: 3 clusters Score -1.906627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -19066262.000000 Penalty: 3933.299805
	Iteration 115Q: 3 clusters Score -1.906626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176140 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -19066274.000000 Penalty: 3933.299805
	Iteration 116Q: 3 clusters Score -1.906627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176148 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -19066286.000000 Penalty: 3933.299805
	Iteration 117Q: 3 clusters Score -1.906629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176152 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -19066272.000000 Penalty: 3933.299805
	Iteration 118Q: 3 clusters Score -1.906627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -19066270.000000 Penalty: 3933.299805
	Iteration 119Q: 3 clusters Score -1.906627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -19066270.000000 Penalty: 3933.299805
	Iteration 120F: 3 clusters Score -1.906627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -19066266.000000 Penalty: 3933.299805
	Iteration 121Q: 3 clusters Score -1.906627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176158 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -19066270.000000 Penalty: 3933.299805
	Iteration 122Q: 3 clusters Score -1.906627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -19066272.000000 Penalty: 3933.299805
	Iteration 123Q: 3 clusters Score -1.906627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176160 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -19066266.000000 Penalty: 3933.299805
	Iteration 124Q: 3 clusters Score -1.906627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176163 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -19066280.000000 Penalty: 3933.299805
	Iteration 125Q: 3 clusters Score -1.906628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -19066280.000000 Penalty: 3933.299805
	Iteration 126Q: 3 clusters Score -1.906628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176173 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -19066280.000000 Penalty: 3933.299805
	Iteration 127Q: 3 clusters Score -1.906628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176177 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -19066272.000000 Penalty: 3933.299805
	Iteration 128Q: 3 clusters Score -1.906627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -19066270.000000 Penalty: 3933.299805
	Iteration 129Q: 3 clusters Score -1.906627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176189 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -19066270.000000 Penalty: 3933.299805
	Iteration 130Q: 3 clusters Score -1.906627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176196 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -19066260.000000 Penalty: 3933.299805
	Iteration 131Q: 3 clusters Score -1.906626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -19066246.000000 Penalty: 3933.299805
	Iteration 132Q: 3 clusters Score -1.906625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19066248.000000 Penalty: 3933.299805
	Iteration 133Q: 3 clusters Score -1.906625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -19066252.000000 Penalty: 3933.299805
	Iteration 134Q: 3 clusters Score -1.906625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176211 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -19066248.000000 Penalty: 3933.299805
	Iteration 135Q: 3 clusters Score -1.906625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176213 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -19066248.000000 Penalty: 3933.299805
	Iteration 136Q: 3 clusters Score -1.906625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -19066248.000000 Penalty: 3933.299805
	Iteration 137Q: 3 clusters Score -1.906625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176217 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -19066246.000000 Penalty: 3933.299805
	Iteration 138Q: 3 clusters Score -1.906625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176221 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -19066250.000000 Penalty: 3933.299805
	Iteration 139Q: 3 clusters Score -1.906625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -19066246.000000 Penalty: 3933.299805
	Iteration 140F: 3 clusters Score -1.906625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -19066238.000000 Penalty: 3933.299805
	Iteration 141Q: 3 clusters Score -1.906624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176234 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -19066252.000000 Penalty: 3933.299805
	Iteration 142Q: 3 clusters Score -1.906625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -19066254.000000 Penalty: 3933.299805
	Iteration 143Q: 3 clusters Score -1.906625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -19066254.000000 Penalty: 3933.299805
	Iteration 144F: 3 clusters Score -1.906625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 89033 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 112667 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 4858 members 
Mstep: Class 26 contains 9615 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 58552 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 123678 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 176236 members 
Mstep: Class 36 contains 182 members 
Mstep: Class 37 contains 4079 members 
Entering Unmasked Estep 
Score: -101018288.000000 Penalty: 82904.648438
Splitting cluster 35 changes total score from -101018472.000000 to -101018288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -12169.762695 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -12169.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11661.668945 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -11661.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11791.292969 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -11791.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11804.250000 Penalty: 1691.302124
	Iteration 2Q: 3 clusters Score -11804.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11807.296875 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -11807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11807.962891 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -11807.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11807.962891 Penalty: 1691.302124
	Iteration 5F: 3 clusters Score -11807.96 nChanged 0
--- Evaluating fit on full set of 2920685 points ---
Entering Unmasked Estep 
Score: -301558880.000000 Penalty: 87090.875000
23->37 Clusters: Score -301558880.000000, best is -301616544.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 973561 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 42078 members 
Mstep: Class 3 contains 42355 members 
Mstep: Class 4 contains 42044 members 
Mstep: Class 5 contains 42269 members 
Mstep: Class 6 contains 42346 members 
Mstep: Class 7 contains 42482 members 
Mstep: Class 8 contains 42808 members 
Mstep: Class 9 contains 42475 members 
Mstep: Class 10 contains 42164 members 
Mstep: Class 11 contains 42408 members 
Mstep: Class 12 contains 42242 members 
Mstep: Class 13 contains 42373 members 
Mstep: Class 14 contains 41976 members 
Mstep: Class 15 contains 42483 members 
Mstep: Class 16 contains 42348 members 
Mstep: Class 17 contains 42688 members 
Mstep: Class 18 contains 42369 members 
Mstep: Class 19 contains 42328 members 
Mstep: Class 20 contains 42210 members 
Mstep: Class 21 contains 42148 members 
Mstep: Class 22 contains 42091 members 
Mstep: Class 23 contains 42448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1908.269165 but Gain 2240.667969
Score: -95478152.000000 Penalty: 49294.656250
Iteration 0F: 23 clusters Score -9.547815e+07 nChanged 930283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1734 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 23031 members 
Mstep: Class 4 contains 42309 members 
Mstep: Class 6 contains 7279 members 
Mstep: Class 7 contains 39366 members 
Mstep: Class 8 contains 60148 members 
Mstep: Class 9 contains 39001 members 
Mstep: Class 10 contains 29428 members 
Mstep: Class 11 contains 8403 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 6552 members 
Mstep: Class 15 contains 16106 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 18077 members 
Mstep: Class 18 contains 21351 members 
Mstep: Class 19 contains 228534 members 
Mstep: Class 20 contains 50449 members 
Mstep: Class 21 contains 283420 members 
Mstep: Class 22 contains 19280 members 
Mstep: Class 23 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98249872.000000 Penalty: 49294.656250
Iteration 1F: 23 clusters Score -9.824987e+07 nChanged 364455
Entering Unmasked Mstep 
Mstep: Class 0 contains 1371 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 19641 members 
Mstep: Class 4 contains 29965 members 
Mstep: Class 6 contains 10148 members 
Mstep: Class 7 contains 48549 members 
Mstep: Class 8 contains 58260 members 
Mstep: Class 9 contains 22525 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 8021 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 34461 members 
Mstep: Class 16 contains 19375 members 
Mstep: Class 17 contains 12183 members 
Mstep: Class 18 contains 16079 members 
Mstep: Class 19 contains 255865 members 
Mstep: Class 20 contains 34812 members 
Mstep: Class 21 contains 331855 members 
Mstep: Class 22 contains 16172 members 
Mstep: Class 23 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99076368.000000 Penalty: 49294.656250
Iteration 2F: 23 clusters Score -9.907637e+07 nChanged 299323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 23441 members 
Mstep: Class 6 contains 15516 members 
Mstep: Class 7 contains 91843 members 
Mstep: Class 8 contains 78278 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 10421 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 2799 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 60094 members 
Mstep: Class 16 contains 15851 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 18 contains 17230 members 
Mstep: Class 19 contains 241521 members 
Mstep: Class 20 contains 24578 members 
Mstep: Class 21 contains 273173 members 
Mstep: Class 22 contains 26735 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99841408.000000 Penalty: 49294.656250
Iteration 3F: 23 clusters Score -9.984141e+07 nChanged 222866
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 19557 members 
Mstep: Class 4 contains 19776 members 
Mstep: Class 6 contains 18418 members 
Mstep: Class 7 contains 105104 members 
Mstep: Class 8 contains 119065 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 8553 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 7385 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 79216 members 
Mstep: Class 16 contains 11423 members 
Mstep: Class 17 contains 15216 members 
Mstep: Class 18 contains 15676 members 
Mstep: Class 19 contains 203195 members 
Mstep: Class 20 contains 22619 members 
Mstep: Class 21 contains 222541 members 
Mstep: Class 22 contains 44331 members 
Mstep: Class 23 contains 7513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1670.316772 but Gain 2240.664062
Score: -100254424.000000 Penalty: 47053.992188
Iteration 4F: 22 clusters Score -1.002544e+08 nChanged 165094
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 3 contains 17193 members 
Mstep: Class 4 contains 17643 members 
Mstep: Class 6 contains 18849 members 
Mstep: Class 7 contains 103876 members 
Mstep: Class 8 contains 155873 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 89894 members 
Mstep: Class 16 contains 10991 members 
Mstep: Class 17 contains 15490 members 
Mstep: Class 18 contains 12686 members 
Mstep: Class 19 contains 183346 members 
Mstep: Class 20 contains 22660 members 
Mstep: Class 21 contains 171288 members 
Mstep: Class 22 contains 63553 members 
Mstep: Class 23 contains 11495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100458728.000000 Penalty: 47053.992188
Iteration 5F: 22 clusters Score -1.004587e+08 nChanged 123766
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 3 contains 12534 members 
Mstep: Class 4 contains 15795 members 
Mstep: Class 6 contains 18204 members 
Mstep: Class 7 contains 101794 members 
Mstep: Class 8 contains 185061 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 5239 members 
Mstep: Class 12 contains 9294 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 2565 members 
Mstep: Class 15 contains 97354 members 
Mstep: Class 16 contains 11863 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 167501 members 
Mstep: Class 20 contains 22964 members 
Mstep: Class 21 contains 135695 members 
Mstep: Class 22 contains 76672 members 
Mstep: Class 23 contains 13472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100570520.000000 Penalty: 47053.992188
Iteration 6F: 22 clusters Score -1.005705e+08 nChanged 117568
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 3 contains 8728 members 
Mstep: Class 4 contains 13931 members 
Mstep: Class 6 contains 17585 members 
Mstep: Class 7 contains 100096 members 
Mstep: Class 8 contains 226810 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 10384 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 10713 members 
Mstep: Class 13 contains 2792 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 103683 members 
Mstep: Class 16 contains 12797 members 
Mstep: Class 17 contains 11827 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 143904 members 
Mstep: Class 20 contains 23117 members 
Mstep: Class 21 contains 97120 members 
Mstep: Class 22 contains 87399 members 
Mstep: Class 23 contains 14896 members 
Entering Unmasked Estep 
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Score: -100606472.000000 Penalty: 47053.992188
Iteration 7F: 22 clusters Score -1.006065e+08 nChanged 105779
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 3 contains 6293 members 
Mstep: Class 4 contains 12012 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 98683 members 
Mstep: Class 8 contains 257917 members 
Mstep: Class 9 contains 6504 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 12101 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 4092 members 
Mstep: Class 15 contains 107914 members 
Mstep: Class 16 contains 13298 members 
Mstep: Class 17 contains 10818 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 121646 members 
Mstep: Class 20 contains 22848 members 
Mstep: Class 21 contains 70618 members 
Mstep: Class 22 contains 95255 members 
Mstep: Class 23 contains 16446 members 
Entering Unmasked Estep 
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Iteration 8F: 22 clusters Score -1.00615e+08 nChanged 65937
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 3 contains 4748 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 6 contains 17794 members 
Mstep: Class 7 contains 97537 members 
Mstep: Class 8 contains 260107 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 13128 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 110283 members 
Mstep: Class 16 contains 13500 members 
Mstep: Class 17 contains 10987 members 
Mstep: Class 18 contains 5945 members 
Mstep: Class 19 contains 120338 members 
Mstep: Class 20 contains 21609 members 
Mstep: Class 21 contains 58152 members 
Mstep: Class 22 contains 100168 members 
Mstep: Class 23 contains 17981 members 
Entering Unmasked Estep 
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Iteration 9F: 22 clusters Score -1.00647e+08 nChanged 47650
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 6 contains 18325 members 
Mstep: Class 7 contains 96601 members 
Mstep: Class 8 contains 258797 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 111696 members 
Mstep: Class 16 contains 13478 members 
Mstep: Class 17 contains 11617 members 
Mstep: Class 18 contains 5337 members 
Mstep: Class 19 contains 123178 members 
Mstep: Class 20 contains 19743 members 
Mstep: Class 21 contains 49606 members 
Mstep: Class 22 contains 103480 members 
Mstep: Class 23 contains 19490 members 
Entering Unmasked Estep 
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Iteration 10Q: 22 clusters Score -1.006712e+08 nChanged 38283
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 3 contains 3254 members 
Mstep: Class 4 contains 7128 members 
Mstep: Class 6 contains 18871 members 
Mstep: Class 7 contains 95938 members 
Mstep: Class 8 contains 256917 members 
Mstep: Class 9 contains 7910 members 
Mstep: Class 10 contains 10232 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 112413 members 
Mstep: Class 16 contains 13378 members 
Mstep: Class 17 contains 12410 members 
Mstep: Class 18 contains 4988 members 
Mstep: Class 19 contains 127027 members 
Mstep: Class 20 contains 17747 members 
Mstep: Class 21 contains 43081 members 
Mstep: Class 22 contains 105865 members 
Mstep: Class 23 contains 20944 members 
Entering Unmasked Estep 
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Iteration 11Q: 22 clusters Score -1.006918e+08 nChanged 31421
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 5983 members 
Mstep: Class 6 contains 19321 members 
Mstep: Class 7 contains 95467 members 
Mstep: Class 8 contains 254912 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 112619 members 
Mstep: Class 16 contains 13207 members 
Mstep: Class 17 contains 13217 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 131469 members 
Mstep: Class 20 contains 15814 members 
Mstep: Class 21 contains 38015 members 
Mstep: Class 22 contains 107506 members 
Mstep: Class 23 contains 22379 members 
Entering Unmasked Estep 
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Iteration 12Q: 22 clusters Score -1.00708e+08 nChanged 27099
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 4975 members 
Mstep: Class 6 contains 19667 members 
Mstep: Class 7 contains 95101 members 
Mstep: Class 8 contains 252624 members 
Mstep: Class 9 contains 9355 members 
Mstep: Class 10 contains 10220 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 112689 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 13919 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 136270 members 
Mstep: Class 20 contains 13991 members 
Mstep: Class 21 contains 33853 members 
Mstep: Class 22 contains 108670 members 
Mstep: Class 23 contains 23841 members 
Entering Unmasked Estep 
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Iteration 13Q: 22 clusters Score -1.007223e+08 nChanged 23694
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 3 contains 2766 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 6 contains 20002 members 
Mstep: Class 7 contains 94851 members 
Mstep: Class 8 contains 250050 members 
Mstep: Class 9 contains 10174 members 
Mstep: Class 10 contains 10232 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 15070 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 112341 members 
Mstep: Class 16 contains 13184 members 
Mstep: Class 17 contains 14494 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 141546 members 
Mstep: Class 20 contains 12342 members 
Mstep: Class 21 contains 30401 members 
Mstep: Class 22 contains 109514 members 
Mstep: Class 23 contains 25295 members 
Entering Unmasked Estep 
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Iteration 14Q: 22 clusters Score -1.007341e+08 nChanged 20732
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 94687 members 
Mstep: Class 8 contains 247368 members 
Mstep: Class 9 contains 10934 members 
Mstep: Class 10 contains 10227 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 15102 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 15 contains 111742 members 
Mstep: Class 16 contains 13307 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 4686 members 
Mstep: Class 19 contains 146779 members 
Mstep: Class 20 contains 11122 members 
Mstep: Class 21 contains 27514 members 
Mstep: Class 22 contains 110200 members 
Mstep: Class 23 contains 26890 members 
Entering Unmasked Estep 
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Iteration 15Q: 22 clusters Score -1.007438e+08 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 6 contains 20407 members 
Mstep: Class 7 contains 94528 members 
Mstep: Class 8 contains 244774 members 
Mstep: Class 9 contains 11644 members 
Mstep: Class 10 contains 10220 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 15083 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 5681 members 
Mstep: Class 15 contains 111007 members 
Mstep: Class 16 contains 13433 members 
Mstep: Class 17 contains 15439 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 151725 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 110685 members 
Mstep: Class 23 contains 28643 members 
Entering Unmasked Estep 
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Iteration 16Q: 22 clusters Score -1.007525e+08 nChanged 16395
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 3 contains 3273 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 6 contains 20469 members 
Mstep: Class 7 contains 94412 members 
Mstep: Class 8 contains 242171 members 
Mstep: Class 9 contains 12233 members 
Mstep: Class 10 contains 10235 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 15002 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 110169 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 4965 members 
Mstep: Class 19 contains 156517 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 22812 members 
Mstep: Class 22 contains 111054 members 
Mstep: Class 23 contains 30508 members 
Entering Unmasked Estep 
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Iteration 17Q: 22 clusters Score -1.007599e+08 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 94360 members 
Mstep: Class 8 contains 239483 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 10228 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 14898 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 109432 members 
Mstep: Class 16 contains 13735 members 
Mstep: Class 17 contains 16187 members 
Mstep: Class 18 contains 5081 members 
Mstep: Class 19 contains 161227 members 
Mstep: Class 20 contains 9524 members 
Mstep: Class 21 contains 20840 members 
Mstep: Class 22 contains 111340 members 
Mstep: Class 23 contains 32460 members 
Entering Unmasked Estep 
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Iteration 18Q: 22 clusters Score -1.007668e+08 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 94302 members 
Mstep: Class 8 contains 236840 members 
Mstep: Class 9 contains 13047 members 
Mstep: Class 10 contains 10234 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 14766 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 108837 members 
Mstep: Class 16 contains 13895 members 
Mstep: Class 17 contains 16458 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 165650 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 18979 members 
Mstep: Class 22 contains 111533 members 
Mstep: Class 23 contains 34553 members 
Entering Unmasked Estep 
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Iteration 19Q: 22 clusters Score -1.007739e+08 nChanged 12907
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 94301 members 
Mstep: Class 8 contains 234373 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 10235 members 
Mstep: Class 11 contains 6192 members 
Mstep: Class 12 contains 14626 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 108273 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 16683 members 
Mstep: Class 18 contains 5372 members 
Mstep: Class 19 contains 169637 members 
Mstep: Class 20 contains 9417 members 
Mstep: Class 21 contains 17192 members 
Mstep: Class 22 contains 111650 members 
Mstep: Class 23 contains 36670 members 
Entering Unmasked Estep 
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Iteration 20F: 22 clusters Score -1.007813e+08 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 6 contains 20069 members 
Mstep: Class 7 contains 94308 members 
Mstep: Class 8 contains 231889 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 14469 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 107472 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 16963 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 173062 members 
Mstep: Class 20 contains 9554 members 
Mstep: Class 21 contains 15511 members 
Mstep: Class 22 contains 111743 members 
Mstep: Class 23 contains 38925 members 
Entering Unmasked Estep 
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Iteration 21Q: 22 clusters Score -1.007876e+08 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 6 contains 19872 members 
Mstep: Class 7 contains 94292 members 
Mstep: Class 8 contains 229574 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 10216 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 14325 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 6010 members 
Mstep: Class 15 contains 106633 members 
Mstep: Class 16 contains 14030 members 
Mstep: Class 17 contains 17192 members 
Mstep: Class 18 contains 5807 members 
Mstep: Class 19 contains 175890 members 
Mstep: Class 20 contains 9699 members 
Mstep: Class 21 contains 14017 members 
Mstep: Class 22 contains 111837 members 
Mstep: Class 23 contains 41336 members 
Entering Unmasked Estep 
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Iteration 22Q: 22 clusters Score -1.007939e+08 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 3 contains 4660 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 6 contains 19680 members 
Mstep: Class 7 contains 94288 members 
Mstep: Class 8 contains 227297 members 
Mstep: Class 9 contains 14742 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 105745 members 
Mstep: Class 16 contains 14083 members 
Mstep: Class 17 contains 17435 members 
Mstep: Class 18 contains 6021 members 
Mstep: Class 19 contains 178236 members 
Mstep: Class 20 contains 9881 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 111910 members 
Mstep: Class 23 contains 43932 members 
Entering Unmasked Estep 
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Iteration 23Q: 22 clusters Score -1.007991e+08 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 6 contains 19497 members 
Mstep: Class 7 contains 94276 members 
Mstep: Class 8 contains 225206 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 10200 members 
Mstep: Class 11 contains 5856 members 
Mstep: Class 12 contains 14045 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 5479 members 
Mstep: Class 15 contains 104825 members 
Mstep: Class 16 contains 14151 members 
Mstep: Class 17 contains 17629 members 
Mstep: Class 18 contains 6224 members 
Mstep: Class 19 contains 180051 members 
Mstep: Class 20 contains 10074 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 111996 members 
Mstep: Class 23 contains 46697 members 
Entering Unmasked Estep 
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Iteration 24Q: 22 clusters Score -1.008039e+08 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 6 contains 19333 members 
Mstep: Class 7 contains 94275 members 
Mstep: Class 8 contains 223393 members 
Mstep: Class 9 contains 15859 members 
Mstep: Class 10 contains 10196 members 
Mstep: Class 11 contains 5739 members 
Mstep: Class 12 contains 13913 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 103862 members 
Mstep: Class 16 contains 14246 members 
Mstep: Class 17 contains 17807 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 181161 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 10529 members 
Mstep: Class 22 contains 112058 members 
Mstep: Class 23 contains 49552 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -1.008085e+08 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 416 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 6 contains 19177 members 
Mstep: Class 7 contains 94271 members 
Mstep: Class 8 contains 221718 members 
Mstep: Class 9 contains 16479 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 5641 members 
Mstep: Class 12 contains 13808 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 102936 members 
Mstep: Class 16 contains 14287 members 
Mstep: Class 17 contains 17948 members 
Mstep: Class 18 contains 6690 members 
Mstep: Class 19 contains 181836 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 9638 members 
Mstep: Class 22 contains 112080 members 
Mstep: Class 23 contains 52484 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -1.008129e+08 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 415 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 6 contains 19032 members 
Mstep: Class 7 contains 94270 members 
Mstep: Class 8 contains 220218 members 
Mstep: Class 9 contains 17125 members 
Mstep: Class 10 contains 10200 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 13704 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 101986 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 18085 members 
Mstep: Class 18 contains 6935 members 
Mstep: Class 19 contains 182023 members 
Mstep: Class 20 contains 10529 members 
Mstep: Class 21 contains 8890 members 
Mstep: Class 22 contains 112077 members 
Mstep: Class 23 contains 55515 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -1.00817e+08 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 414 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 94249 members 
Mstep: Class 8 contains 218677 members 
Mstep: Class 9 contains 17783 members 
Mstep: Class 10 contains 10202 members 
Mstep: Class 11 contains 5455 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 101068 members 
Mstep: Class 16 contains 14370 members 
Mstep: Class 17 contains 18208 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 182061 members 
Mstep: Class 20 contains 10652 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 112054 members 
Mstep: Class 23 contains 58689 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -1.00821e+08 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 414 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 6 contains 18729 members 
Mstep: Class 7 contains 94228 members 
Mstep: Class 8 contains 217094 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 10201 members 
Mstep: Class 11 contains 5378 members 
Mstep: Class 12 contains 13544 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 15 contains 100192 members 
Mstep: Class 16 contains 14424 members 
Mstep: Class 17 contains 18323 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 181899 members 
Mstep: Class 20 contains 10753 members 
Mstep: Class 21 contains 7583 members 
Mstep: Class 22 contains 112018 members 
Mstep: Class 23 contains 61966 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -1.008251e+08 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 6 contains 18602 members 
Mstep: Class 7 contains 94195 members 
Mstep: Class 8 contains 215521 members 
Mstep: Class 9 contains 19025 members 
Mstep: Class 10 contains 10212 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 12 contains 13457 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 4221 members 
Mstep: Class 15 contains 99353 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 18428 members 
Mstep: Class 18 contains 7885 members 
Mstep: Class 19 contains 181920 members 
Mstep: Class 20 contains 10818 members 
Mstep: Class 21 contains 7002 members 
Mstep: Class 22 contains 111938 members 
Mstep: Class 23 contains 65156 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -1.008288e+08 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 6 contains 18476 members 
Mstep: Class 7 contains 94160 members 
Mstep: Class 8 contains 213934 members 
Mstep: Class 9 contains 19539 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 13369 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 98576 members 
Mstep: Class 16 contains 14551 members 
Mstep: Class 17 contains 18540 members 
Mstep: Class 18 contains 8239 members 
Mstep: Class 19 contains 181816 members 
Mstep: Class 20 contains 10850 members 
Mstep: Class 21 contains 6489 members 
Mstep: Class 22 contains 111859 members 
Mstep: Class 23 contains 68364 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -1.008331e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 6 contains 18343 members 
Mstep: Class 7 contains 94102 members 
Mstep: Class 8 contains 212383 members 
Mstep: Class 9 contains 20028 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 13307 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 97863 members 
Mstep: Class 16 contains 14607 members 
Mstep: Class 17 contains 18648 members 
Mstep: Class 18 contains 8580 members 
Mstep: Class 19 contains 181726 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 6038 members 
Mstep: Class 22 contains 111767 members 
Mstep: Class 23 contains 71480 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -1.008366e+08 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 6 contains 18191 members 
Mstep: Class 7 contains 94063 members 
Mstep: Class 8 contains 210745 members 
Mstep: Class 9 contains 20523 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 97130 members 
Mstep: Class 16 contains 14654 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 8958 members 
Mstep: Class 19 contains 181767 members 
Mstep: Class 20 contains 10905 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 111679 members 
Mstep: Class 23 contains 74459 members 
Entering Unmasked Estep 
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Score: -100840696.000000 Penalty: 47053.992188
Iteration 33Q: 22 clusters Score -1.008407e+08 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 6 contains 18038 members 
Mstep: Class 7 contains 94020 members 
Mstep: Class 8 contains 209245 members 
Mstep: Class 9 contains 21017 members 
Mstep: Class 10 contains 10229 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 3569 members 
Mstep: Class 15 contains 96377 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 18813 members 
Mstep: Class 18 contains 9283 members 
Mstep: Class 19 contains 181823 members 
Mstep: Class 20 contains 10933 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 111596 members 
Mstep: Class 23 contains 77225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100844488.000000 Penalty: 47053.992188
Iteration 34Q: 22 clusters Score -1.008445e+08 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 6 contains 17856 members 
Mstep: Class 7 contains 94008 members 
Mstep: Class 8 contains 207817 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 95629 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 18859 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 181828 members 
Mstep: Class 20 contains 10972 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 111526 members 
Mstep: Class 23 contains 79872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100847464.000000 Penalty: 47053.992188
Iteration 35Q: 22 clusters Score -1.008475e+08 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 6 contains 17684 members 
Mstep: Class 7 contains 93987 members 
Mstep: Class 8 contains 206383 members 
Mstep: Class 9 contains 22011 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 4738 members 
Mstep: Class 12 contains 13229 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 94898 members 
Mstep: Class 16 contains 14787 members 
Mstep: Class 17 contains 18902 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 182016 members 
Mstep: Class 20 contains 11028 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 111442 members 
Mstep: Class 23 contains 82334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100850784.000000 Penalty: 47053.992188
Iteration 36Q: 22 clusters Score -1.008508e+08 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 6 contains 17494 members 
Mstep: Class 7 contains 93984 members 
Mstep: Class 8 contains 205046 members 
Mstep: Class 9 contains 22476 members 
Mstep: Class 10 contains 10237 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 13227 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 15 contains 94215 members 
Mstep: Class 16 contains 14841 members 
Mstep: Class 17 contains 18949 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 182354 members 
Mstep: Class 20 contains 11071 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 111359 members 
Mstep: Class 23 contains 84586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100853736.000000 Penalty: 47053.992188
Iteration 37Q: 22 clusters Score -1.008537e+08 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 203824 members 
Mstep: Class 9 contains 22952 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 93510 members 
Mstep: Class 16 contains 14900 members 
Mstep: Class 17 contains 18998 members 
Mstep: Class 18 contains 10561 members 
Mstep: Class 19 contains 182735 members 
Mstep: Class 20 contains 11103 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 111274 members 
Mstep: Class 23 contains 86649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100856312.000000 Penalty: 47053.992188
Iteration 38Q: 22 clusters Score -1.008563e+08 nChanged 6048
Entering ConstructFrom: 
Score: -100856312.000000 Penalty: 47053.992188
Entering ConstructFrom: 
Trying to split cluster 1 (59189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Entering Unmasked Estep 
Score: -6236523.500000 Penalty: 1785.629761
	Iteration 0F: 2 clusters Score -6236524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -6197043.500000 Penalty: 3571.259521
	Iteration 0F: 3 clusters Score -6197044 nChanged 27935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -6213163.500000 Penalty: 3571.259521
	Iteration 1F: 3 clusters Score -6213164 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -6213807.500000 Penalty: 3571.259521
	Iteration 2Q: 3 clusters Score -6213808 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -6214745.000000 Penalty: 3571.259521
	Iteration 3Q: 3 clusters Score -6214745 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6216155.500000 Penalty: 3571.259521
	Iteration 4Q: 3 clusters Score -6216156 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -6218407.000000 Penalty: 3571.259521
	Iteration 5F: 3 clusters Score -6218407 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -6221384.500000 Penalty: 3571.259521
	Iteration 6F: 3 clusters Score -6221384 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -6224497.000000 Penalty: 3571.259521
	Iteration 7F: 3 clusters Score -6224497 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -6227016.000000 Penalty: 3571.259521
	Iteration 8F: 3 clusters Score -6227016 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -6228861.500000 Penalty: 3571.259521
	Iteration 9F: 3 clusters Score -6228862 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -6230080.500000 Penalty: 3571.259521
	Iteration 10Q: 3 clusters Score -6230080 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -6231027.500000 Penalty: 3571.259521
	Iteration 11Q: 3 clusters Score -6231028 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -6231862.500000 Penalty: 3571.259521
	Iteration 12Q: 3 clusters Score -6231862 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6232593.000000 Penalty: 3571.259521
	Iteration 13Q: 3 clusters Score -6232593 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -6233112.000000 Penalty: 3571.259521
	Iteration 14Q: 3 clusters Score -6233112 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -6233541.500000 Penalty: 3571.259521
	Iteration 15Q: 3 clusters Score -6233542 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -6233852.000000 Penalty: 3571.259521
	Iteration 16Q: 3 clusters Score -6233852 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -6234090.000000 Penalty: 3571.259521
	Iteration 17Q: 3 clusters Score -6234090 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6234285.500000 Penalty: 3571.259521
	Iteration 18Q: 3 clusters Score -6234286 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -6234473.000000 Penalty: 3571.259521
	Iteration 19Q: 3 clusters Score -6234473 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -6234607.000000 Penalty: 3571.259521
	Iteration 20F: 3 clusters Score -6234607 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -6234749.000000 Penalty: 3571.259521
	Iteration 21Q: 3 clusters Score -6234749 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -6234865.500000 Penalty: 3571.259521
	Iteration 22Q: 3 clusters Score -6234866 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -6234995.000000 Penalty: 3571.259521
	Iteration 23Q: 3 clusters Score -6234995 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -6235097.000000 Penalty: 3571.259521
	Iteration 24Q: 3 clusters Score -6235097 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6235179.500000 Penalty: 3571.259521
	Iteration 25Q: 3 clusters Score -6235180 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -6235248.500000 Penalty: 3571.259521
	Iteration 26Q: 3 clusters Score -6235248 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -6235367.000000 Penalty: 3571.259521
	Iteration 27Q: 3 clusters Score -6235367 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -6235452.500000 Penalty: 3571.259521
	Iteration 28Q: 3 clusters Score -6235452 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -6235542.000000 Penalty: 3571.259521
	Iteration 29Q: 3 clusters Score -6235542 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -6235587.500000 Penalty: 3571.259521
	Iteration 30Q: 3 clusters Score -6235588 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -6235631.500000 Penalty: 3571.259521
	Iteration 31Q: 3 clusters Score -6235632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6235682.000000 Penalty: 3571.259521
	Iteration 32Q: 3 clusters Score -6235682 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -6235714.000000 Penalty: 3571.259521
	Iteration 33Q: 3 clusters Score -6235714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -6235746.000000 Penalty: 3571.259521
	Iteration 34Q: 3 clusters Score -6235746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -6235761.000000 Penalty: 3571.259521
	Iteration 35Q: 3 clusters Score -6235761 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -6235790.500000 Penalty: 3571.259521
	Iteration 36Q: 3 clusters Score -6235790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -6235793.500000 Penalty: 3571.259521
	Iteration 37Q: 3 clusters Score -6235794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -6235802.500000 Penalty: 3571.259521
	Iteration 38Q: 3 clusters Score -6235802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -6235825.000000 Penalty: 3571.259521
	Iteration 39Q: 3 clusters Score -6235825 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -6235829.000000 Penalty: 3571.259521
	Iteration 40F: 3 clusters Score -6235829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -6235840.000000 Penalty: 3571.259521
	Iteration 41Q: 3 clusters Score -6235840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -6235856.500000 Penalty: 3571.259521
	Iteration 42Q: 3 clusters Score -6235856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -6235862.000000 Penalty: 3571.259521
	Iteration 43Q: 3 clusters Score -6235862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -6235879.500000 Penalty: 3571.259521
	Iteration 44Q: 3 clusters Score -6235880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -6235873.000000 Penalty: 3571.259521
	Iteration 45Q: 3 clusters Score -6235873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -6235877.000000 Penalty: 3571.259521
	Iteration 46Q: 3 clusters Score -6235877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -6235878.000000 Penalty: 3571.259521
	Iteration 47Q: 3 clusters Score -6235878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -6235884.000000 Penalty: 3571.259521
	Iteration 48Q: 3 clusters Score -6235884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -6235886.500000 Penalty: 3571.259521
	Iteration 49Q: 3 clusters Score -6235886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -6235893.500000 Penalty: 3571.259521
	Iteration 50Q: 3 clusters Score -6235894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -6235875.000000 Penalty: 3571.259521
	Iteration 51Q: 3 clusters Score -6235875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -6235879.000000 Penalty: 3571.259521
	Iteration 52Q: 3 clusters Score -6235879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -6235888.000000 Penalty: 3571.259521
	Iteration 53Q: 3 clusters Score -6235888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -6235887.000000 Penalty: 3571.259521
	Iteration 54Q: 3 clusters Score -6235887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -6235886.000000 Penalty: 3571.259521
	Iteration 55Q: 3 clusters Score -6235886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -6235883.500000 Penalty: 3571.259521
	Iteration 56Q: 3 clusters Score -6235884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6235893.000000 Penalty: 3571.259521
	Iteration 57Q: 3 clusters Score -6235893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -6235889.000000 Penalty: 3571.259521
	Iteration 58Q: 3 clusters Score -6235889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -6235893.000000 Penalty: 3571.259521
	Iteration 59Q: 3 clusters Score -6235893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -6235895.500000 Penalty: 3571.259521
	Iteration 60F: 3 clusters Score -6235896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -6235900.000000 Penalty: 3571.259521
	Iteration 61Q: 3 clusters Score -6235900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -6235902.500000 Penalty: 3571.259521
	Iteration 62Q: 3 clusters Score -6235902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -6235903.500000 Penalty: 3571.259521
	Iteration 63Q: 3 clusters Score -6235904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -6235900.000000 Penalty: 3571.259521
	Iteration 64Q: 3 clusters Score -6235900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6235901.000000 Penalty: 3571.259521
	Iteration 65Q: 3 clusters Score -6235901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -6235904.000000 Penalty: 3571.259521
	Iteration 66Q: 3 clusters Score -6235904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -6235903.000000 Penalty: 3571.259521
	Iteration 67Q: 3 clusters Score -6235903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -6235905.500000 Penalty: 3571.259521
	Iteration 68Q: 3 clusters Score -6235906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -6235908.000000 Penalty: 3571.259521
	Iteration 69Q: 3 clusters Score -6235908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -6235908.000000 Penalty: 3571.259521
	Iteration 70F: 3 clusters Score -6235908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Entering Unmasked Estep 
Score: -558069.500000 Penalty: 1387.166260
	Iteration 0F: 2 clusters Score -558069.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -554003.375000 Penalty: 2774.332520
	Iteration 0F: 3 clusters Score -554003.4 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -555085.812500 Penalty: 2774.332520
	Iteration 1F: 3 clusters Score -555085.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -555239.937500 Penalty: 2774.332520
	Iteration 2F: 3 clusters Score -555239.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -555338.062500 Penalty: 2774.332520
	Iteration 3Q: 3 clusters Score -555338.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -555413.062500 Penalty: 2774.332520
	Iteration 4Q: 3 clusters Score -555413.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -555478.687500 Penalty: 2774.332520
	Iteration 5Q: 3 clusters Score -555478.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -555549.312500 Penalty: 2774.332520
	Iteration 6Q: 3 clusters Score -555549.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -555608.437500 Penalty: 2774.332520
	Iteration 7Q: 3 clusters Score -555608.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -555667.062500 Penalty: 2774.332520
	Iteration 8Q: 3 clusters Score -555667.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -555721.500000 Penalty: 2774.332520
	Iteration 9Q: 3 clusters Score -555721.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -555788.750000 Penalty: 2774.332520
	Iteration 10Q: 3 clusters Score -555788.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -555864.875000 Penalty: 2774.332520
	Iteration 11Q: 3 clusters Score -555864.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -555946.625000 Penalty: 2774.332520
	Iteration 12Q: 3 clusters Score -555946.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -556030.812500 Penalty: 2774.332520
	Iteration 13Q: 3 clusters Score -556030.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -556112.812500 Penalty: 2774.332520
	Iteration 14Q: 3 clusters Score -556112.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -556201.625000 Penalty: 2774.332520
	Iteration 15Q: 3 clusters Score -556201.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -556292.187500 Penalty: 2774.332520
	Iteration 16Q: 3 clusters Score -556292.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -556382.562500 Penalty: 2774.332520
	Iteration 17Q: 3 clusters Score -556382.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -556479.812500 Penalty: 2774.332520
	Iteration 18Q: 3 clusters Score -556479.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -556594.062500 Penalty: 2774.332520
	Iteration 19Q: 3 clusters Score -556594.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -556665.937500 Penalty: 2774.332520
	Iteration 20F: 3 clusters Score -556665.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -556705.875000 Penalty: 2774.332520
	Iteration 21Q: 3 clusters Score -556705.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -556735.625000 Penalty: 2774.332520
	Iteration 22Q: 3 clusters Score -556735.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -556759.750000 Penalty: 2774.332520
	Iteration 23Q: 3 clusters Score -556759.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -556788.750000 Penalty: 2774.332520
	Iteration 24Q: 3 clusters Score -556788.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -556814.562500 Penalty: 2774.332520
	Iteration 25Q: 3 clusters Score -556814.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -556829.687500 Penalty: 2774.332520
	Iteration 26Q: 3 clusters Score -556829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -556835.250000 Penalty: 2774.332520
	Iteration 27Q: 3 clusters Score -556835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -556840.500000 Penalty: 2774.332520
	Iteration 28Q: 3 clusters Score -556840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -556845.437500 Penalty: 2774.332520
	Iteration 29Q: 3 clusters Score -556845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -556848.437500 Penalty: 2774.332520
	Iteration 30Q: 3 clusters Score -556848.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -556858.687500 Penalty: 2774.332520
	Iteration 31Q: 3 clusters Score -556858.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -556873.937500 Penalty: 2774.332520
	Iteration 32Q: 3 clusters Score -556873.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -556888.875000 Penalty: 2774.332520
	Iteration 33Q: 3 clusters Score -556888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -556897.562500 Penalty: 2774.332520
	Iteration 34Q: 3 clusters Score -556897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -556901.875000 Penalty: 2774.332520
	Iteration 35Q: 3 clusters Score -556901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -556903.937500 Penalty: 2774.332520
	Iteration 36Q: 3 clusters Score -556903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -556905.875000 Penalty: 2774.332520
	Iteration 37Q: 3 clusters Score -556905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -556909.250000 Penalty: 2774.332520
	Iteration 38Q: 3 clusters Score -556909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -556912.312500 Penalty: 2774.332520
	Iteration 39Q: 3 clusters Score -556912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -556911.687500 Penalty: 2774.332520
	Iteration 40F: 3 clusters Score -556911.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -233569.781250 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -233569.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -231393.437500 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -231393.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -231861.250000 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -231861.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -231976.421875 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -231976.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -232063.765625 Penalty: 2490.149170
	Iteration 3F: 3 clusters Score -232063.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -232110.562500 Penalty: 2490.149170
	Iteration 4Q: 3 clusters Score -232110.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -232153.906250 Penalty: 2490.149170
	Iteration 5Q: 3 clusters Score -232153.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -232182.187500 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -232182.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -232210.843750 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -232210.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -232232.546875 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -232232.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -232262.156250 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -232262.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -232291.265625 Penalty: 2490.149170
	Iteration 10Q: 3 clusters Score -232291.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -232312.218750 Penalty: 2490.149170
	Iteration 11Q: 3 clusters Score -232312.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -232328.000000 Penalty: 2490.149170
	Iteration 12Q: 3 clusters Score -232328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -232344.859375 Penalty: 2490.149170
	Iteration 13Q: 3 clusters Score -232344.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -232363.500000 Penalty: 2490.149170
	Iteration 14Q: 3 clusters Score -232363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -232378.484375 Penalty: 2490.149170
	Iteration 15Q: 3 clusters Score -232378.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -232398.765625 Penalty: 2490.149170
	Iteration 16Q: 3 clusters Score -232398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -232413.515625 Penalty: 2490.149170
	Iteration 17Q: 3 clusters Score -232413.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -232431.359375 Penalty: 2490.149170
	Iteration 18Q: 3 clusters Score -232431.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -232445.515625 Penalty: 2490.149170
	Iteration 19Q: 3 clusters Score -232445.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -232458.171875 Penalty: 2490.149170
	Iteration 20F: 3 clusters Score -232458.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -232467.203125 Penalty: 2490.149170
	Iteration 21Q: 3 clusters Score -232467.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -232482.843750 Penalty: 2490.149170
	Iteration 22Q: 3 clusters Score -232482.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -232502.328125 Penalty: 2490.149170
	Iteration 23Q: 3 clusters Score -232502.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -232516.125000 Penalty: 2490.149170
	Iteration 24Q: 3 clusters Score -232516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -232524.562500 Penalty: 2490.149170
	Iteration 25Q: 3 clusters Score -232524.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -232534.500000 Penalty: 2490.149170
	Iteration 26Q: 3 clusters Score -232534.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -232544.687500 Penalty: 2490.149170
	Iteration 27Q: 3 clusters Score -232544.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -232551.562500 Penalty: 2490.149170
	Iteration 28Q: 3 clusters Score -232551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -232555.625000 Penalty: 2490.149170
	Iteration 29Q: 3 clusters Score -232555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -232557.718750 Penalty: 2490.149170
	Iteration 30Q: 3 clusters Score -232557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -232558.937500 Penalty: 2490.149170
	Iteration 31Q: 3 clusters Score -232558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -232558.937500 Penalty: 2490.149170
	Iteration 32F: 3 clusters Score -232558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -1690562.375000 Penalty: 1583.222412
	Iteration 0F: 2 clusters Score -1690562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1679012.125000 Penalty: 3166.444824
	Iteration 0F: 3 clusters Score -1679012 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1683506.625000 Penalty: 3166.444824
	Iteration 1F: 3 clusters Score -1683507 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1684204.375000 Penalty: 3166.444824
	Iteration 2F: 3 clusters Score -1684204 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1684960.625000 Penalty: 3166.444824
	Iteration 3F: 3 clusters Score -1684961 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1685769.625000 Penalty: 3166.444824
	Iteration 4F: 3 clusters Score -1685770 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1686661.750000 Penalty: 3166.444824
	Iteration 5F: 3 clusters Score -1686662 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1687763.625000 Penalty: 3166.444824
	Iteration 6F: 3 clusters Score -1687764 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1688999.375000 Penalty: 3166.444824
	Iteration 7F: 3 clusters Score -1688999 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1690388.000000 Penalty: 3166.444824
	Iteration 8F: 3 clusters Score -1690388 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1691812.125000 Penalty: 3166.444824
	Iteration 9F: 3 clusters Score -1691812 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1692734.500000 Penalty: 3166.444824
	Iteration 10F: 3 clusters Score -1692734 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1693141.375000 Penalty: 3166.444824
	Iteration 11Q: 3 clusters Score -1693141 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1693297.500000 Penalty: 3166.444824
	Iteration 12Q: 3 clusters Score -1693298 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1693363.875000 Penalty: 3166.444824
	Iteration 13Q: 3 clusters Score -1693364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1693403.625000 Penalty: 3166.444824
	Iteration 14Q: 3 clusters Score -1693404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1693438.375000 Penalty: 3166.444824
	Iteration 15Q: 3 clusters Score -1693438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1693474.625000 Penalty: 3166.444824
	Iteration 16Q: 3 clusters Score -1693475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1693518.750000 Penalty: 3166.444824
	Iteration 17Q: 3 clusters Score -1693519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1693558.250000 Penalty: 3166.444824
	Iteration 18Q: 3 clusters Score -1693558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1693585.875000 Penalty: 3166.444824
	Iteration 19Q: 3 clusters Score -1693586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1693604.625000 Penalty: 3166.444824
	Iteration 20F: 3 clusters Score -1693605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1693605.625000 Penalty: 3166.444824
	Iteration 21Q: 3 clusters Score -1693606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1693613.000000 Penalty: 3166.444824
	Iteration 22Q: 3 clusters Score -1693613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1693618.125000 Penalty: 3166.444824
	Iteration 23Q: 3 clusters Score -1693618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1693618.750000 Penalty: 3166.444824
	Iteration 24Q: 3 clusters Score -1693619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1693621.625000 Penalty: 3166.444824
	Iteration 25Q: 3 clusters Score -1693622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1693620.375000 Penalty: 3166.444824
	Iteration 26Q: 3 clusters Score -1693620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1693620.125000 Penalty: 3166.444824
	Iteration 27Q: 3 clusters Score -1693620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1693620.125000 Penalty: 3166.444824
	Iteration 28F: 3 clusters Score -1693620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 92815 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Entering Unmasked Estep 
Score: -100860704.000000 Penalty: 49294.656250
Splitting cluster 6 changes total score from -100856312.000000 to -100860704.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (94002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Entering Unmasked Estep 
Score: -10198000.000000 Penalty: 1860.799194
	Iteration 0F: 2 clusters Score -1.0198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -10135619.000000 Penalty: 3721.598389
	Iteration 0F: 3 clusters Score -1.013562e+07 nChanged 44700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -10161594.000000 Penalty: 3721.598389
	Iteration 1F: 3 clusters Score -1.016159e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -10162632.000000 Penalty: 3721.598389
	Iteration 2Q: 3 clusters Score -1.016263e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -10164133.000000 Penalty: 3721.598389
	Iteration 3Q: 3 clusters Score -1.016413e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -10166423.000000 Penalty: 3721.598389
	Iteration 4Q: 3 clusters Score -1.016642e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -10170149.000000 Penalty: 3721.598389
	Iteration 5F: 3 clusters Score -1.017015e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -10175626.000000 Penalty: 3721.598389
	Iteration 6F: 3 clusters Score -1.017563e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -10182753.000000 Penalty: 3721.598389
	Iteration 7F: 3 clusters Score -1.018275e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -10189457.000000 Penalty: 3721.598389
	Iteration 8F: 3 clusters Score -1.018946e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -10193498.000000 Penalty: 3721.598389
	Iteration 9Q: 3 clusters Score -1.01935e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10195321.000000 Penalty: 3721.598389
	Iteration 10Q: 3 clusters Score -1.019532e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10196009.000000 Penalty: 3721.598389
	Iteration 11Q: 3 clusters Score -1.019601e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10196251.000000 Penalty: 3721.598389
	Iteration 12Q: 3 clusters Score -1.019625e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10196350.000000 Penalty: 3721.598389
	Iteration 13Q: 3 clusters Score -1.019635e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10196404.000000 Penalty: 3721.598389
	Iteration 14Q: 3 clusters Score -1.01964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10196444.000000 Penalty: 3721.598389
	Iteration 15Q: 3 clusters Score -1.019644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10196458.000000 Penalty: 3721.598389
	Iteration 16Q: 3 clusters Score -1.019646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10196476.000000 Penalty: 3721.598389
	Iteration 17Q: 3 clusters Score -1.019648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10196496.000000 Penalty: 3721.598389
	Iteration 18Q: 3 clusters Score -1.01965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10196518.000000 Penalty: 3721.598389
	Iteration 19Q: 3 clusters Score -1.019652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10196538.000000 Penalty: 3721.598389
	Iteration 20F: 3 clusters Score -1.019654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10196563.000000 Penalty: 3721.598389
	Iteration 21Q: 3 clusters Score -1.019656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10196572.000000 Penalty: 3721.598389
	Iteration 22Q: 3 clusters Score -1.019657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10196572.000000 Penalty: 3721.598389
	Iteration 23Q: 3 clusters Score -1.019657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10196573.000000 Penalty: 3721.598389
	Iteration 24Q: 3 clusters Score -1.019657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10196582.000000 Penalty: 3721.598389
	Iteration 25Q: 3 clusters Score -1.019658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10196582.000000 Penalty: 3721.598389
	Iteration 26Q: 3 clusters Score -1.019658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10196582.000000 Penalty: 3721.598389
	Iteration 27F: 3 clusters Score -1.019658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (202696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202696 members 
Entering Unmasked Estep 
Score: -21883444.000000 Penalty: 1985.662598
	Iteration 0F: 2 clusters Score -2.188344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -21804234.000000 Penalty: 3971.325195
	Iteration 0F: 3 clusters Score -2.180423e+07 nChanged 98370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100565 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -21862338.000000 Penalty: 3971.325195
	Iteration 1F: 3 clusters Score -2.186234e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -21863418.000000 Penalty: 3971.325195
	Iteration 2Q: 3 clusters Score -2.186342e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -21864600.000000 Penalty: 3971.325195
	Iteration 3Q: 3 clusters Score -2.18646e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 106927 members 
Entering Unmasked Estep 
Score: -21866698.000000 Penalty: 3971.325195
	Iteration 4Q: 3 clusters Score -2.18667e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -21869502.000000 Penalty: 3971.325195
	Iteration 5Q: 3 clusters Score -2.18695e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 116729 members 
Entering Unmasked Estep 
Score: -21874106.000000 Penalty: 3971.325195
	Iteration 6Q: 3 clusters Score -2.187411e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -21880426.000000 Penalty: 3971.325195
	Iteration 7F: 3 clusters Score -2.188043e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -21889466.000000 Penalty: 3971.325195
	Iteration 8F: 3 clusters Score -2.188947e+07 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -21898170.000000 Penalty: 3971.325195
	Iteration 9F: 3 clusters Score -2.189817e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -21903660.000000 Penalty: 3971.325195
	Iteration 10F: 3 clusters Score -2.190366e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 147455 members 
Entering Unmasked Estep 
Score: -21905888.000000 Penalty: 3971.325195
	Iteration 11Q: 3 clusters Score -2.190589e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -21906620.000000 Penalty: 3971.325195
	Iteration 12Q: 3 clusters Score -2.190662e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -21906774.000000 Penalty: 3971.325195
	Iteration 13Q: 3 clusters Score -2.190677e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 153067 members 
Entering Unmasked Estep 
Score: -21906802.000000 Penalty: 3971.325195
	Iteration 14Q: 3 clusters Score -2.19068e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 154269 members 
Entering Unmasked Estep 
Score: -21906714.000000 Penalty: 3971.325195
	Iteration 15Q: 3 clusters Score -2.190671e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -21906844.000000 Penalty: 3971.325195
	Iteration 16Q: 3 clusters Score -2.190684e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -21906718.000000 Penalty: 3971.325195
	Iteration 17Q: 3 clusters Score -2.190672e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 156469 members 
Entering Unmasked Estep 
Score: -21906646.000000 Penalty: 3971.325195
	Iteration 18Q: 3 clusters Score -2.190665e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 156779 members 
Entering Unmasked Estep 
Score: -21906558.000000 Penalty: 3971.325195
	Iteration 19Q: 3 clusters Score -2.190656e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -21906446.000000 Penalty: 3971.325195
	Iteration 20F: 3 clusters Score -2.190645e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -21906292.000000 Penalty: 3971.325195
	Iteration 21Q: 3 clusters Score -2.190629e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 156752 members 
Entering Unmasked Estep 
Score: -21906122.000000 Penalty: 3971.325195
	Iteration 22Q: 3 clusters Score -2.190612e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 156315 members 
Entering Unmasked Estep 
Score: -21905930.000000 Penalty: 3971.325195
	Iteration 23Q: 3 clusters Score -2.190593e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -21905686.000000 Penalty: 3971.325195
	Iteration 24Q: 3 clusters Score -2.190569e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -21905432.000000 Penalty: 3971.325195
	Iteration 25Q: 3 clusters Score -2.190543e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -21905198.000000 Penalty: 3971.325195
	Iteration 26Q: 3 clusters Score -2.19052e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 152729 members 
Entering Unmasked Estep 
Score: -21905234.000000 Penalty: 3971.325195
	Iteration 27Q: 3 clusters Score -2.190523e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 151422 members 
Entering Unmasked Estep 
Score: -21905050.000000 Penalty: 3971.325195
	Iteration 28Q: 3 clusters Score -2.190505e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 149969 members 
Entering Unmasked Estep 
Score: -21905200.000000 Penalty: 3971.325195
	Iteration 29Q: 3 clusters Score -2.19052e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 148321 members 
Entering Unmasked Estep 
Score: -21905216.000000 Penalty: 3971.325195
	Iteration 30Q: 3 clusters Score -2.190522e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 146589 members 
Entering Unmasked Estep 
Score: -21905272.000000 Penalty: 3971.325195
	Iteration 31Q: 3 clusters Score -2.190527e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 144763 members 
Entering Unmasked Estep 
Score: -21905370.000000 Penalty: 3971.325195
	Iteration 32Q: 3 clusters Score -2.190537e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 142743 members 
Entering Unmasked Estep 
Score: -21905572.000000 Penalty: 3971.325195
	Iteration 33Q: 3 clusters Score -2.190557e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 140613 members 
Entering Unmasked Estep 
Score: -21905666.000000 Penalty: 3971.325195
	Iteration 34Q: 3 clusters Score -2.190567e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 138218 members 
Entering Unmasked Estep 
Score: -21905892.000000 Penalty: 3971.325195
	Iteration 35Q: 3 clusters Score -2.190589e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 135702 members 
Entering Unmasked Estep 
Score: -21906062.000000 Penalty: 3971.325195
	Iteration 36Q: 3 clusters Score -2.190606e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -21906470.000000 Penalty: 3971.325195
	Iteration 37Q: 3 clusters Score -2.190647e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 130598 members 
Entering Unmasked Estep 
Score: -21906860.000000 Penalty: 3971.325195
	Iteration 38Q: 3 clusters Score -2.190686e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 128164 members 
Entering Unmasked Estep 
Score: -21907582.000000 Penalty: 3971.325195
	Iteration 39Q: 3 clusters Score -2.190758e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -21908146.000000 Penalty: 3971.325195
	Iteration 40F: 3 clusters Score -2.190815e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -21908900.000000 Penalty: 3971.325195
	Iteration 41Q: 3 clusters Score -2.19089e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -21909766.000000 Penalty: 3971.325195
	Iteration 42Q: 3 clusters Score -2.190977e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 117739 members 
Entering Unmasked Estep 
Score: -21910616.000000 Penalty: 3971.325195
	Iteration 43Q: 3 clusters Score -2.191062e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -21911462.000000 Penalty: 3971.325195
	Iteration 44Q: 3 clusters Score -2.191146e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -21912226.000000 Penalty: 3971.325195
	Iteration 45Q: 3 clusters Score -2.191223e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 110029 members 
Entering Unmasked Estep 
Score: -21913018.000000 Penalty: 3971.325195
	Iteration 46Q: 3 clusters Score -2.191302e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -21913606.000000 Penalty: 3971.325195
	Iteration 47Q: 3 clusters Score -2.191361e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98075 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -21914202.000000 Penalty: 3971.325195
	Iteration 48Q: 3 clusters Score -2.19142e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -21914734.000000 Penalty: 3971.325195
	Iteration 49Q: 3 clusters Score -2.191473e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -21915288.000000 Penalty: 3971.325195
	Iteration 50Q: 3 clusters Score -2.191529e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -21915742.000000 Penalty: 3971.325195
	Iteration 51Q: 3 clusters Score -2.191574e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -21916016.000000 Penalty: 3971.325195
	Iteration 52Q: 3 clusters Score -2.191602e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -21916284.000000 Penalty: 3971.325195
	Iteration 53Q: 3 clusters Score -2.191628e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -21916288.000000 Penalty: 3971.325195
	Iteration 54Q: 3 clusters Score -2.191629e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113543 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -21916220.000000 Penalty: 3971.325195
	Iteration 55Q: 3 clusters Score -2.191622e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -21916184.000000 Penalty: 3971.325195
	Iteration 56Q: 3 clusters Score -2.191618e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -21916040.000000 Penalty: 3971.325195
	Iteration 57Q: 3 clusters Score -2.191604e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117670 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -21916074.000000 Penalty: 3971.325195
	Iteration 58Q: 3 clusters Score -2.191607e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -21915908.000000 Penalty: 3971.325195
	Iteration 59Q: 3 clusters Score -2.191591e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -21915950.000000 Penalty: 3971.325195
	Iteration 60F: 3 clusters Score -2.191595e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121734 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -21916072.000000 Penalty: 3971.325195
	Iteration 61Q: 3 clusters Score -2.191607e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123451 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -21915990.000000 Penalty: 3971.325195
	Iteration 62Q: 3 clusters Score -2.191599e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125189 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -21915990.000000 Penalty: 3971.325195
	Iteration 63Q: 3 clusters Score -2.191599e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -21915898.000000 Penalty: 3971.325195
	Iteration 64Q: 3 clusters Score -2.19159e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -21915730.000000 Penalty: 3971.325195
	Iteration 65Q: 3 clusters Score -2.191573e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130800 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -21915460.000000 Penalty: 3971.325195
	Iteration 66Q: 3 clusters Score -2.191546e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132753 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -21915472.000000 Penalty: 3971.325195
	Iteration 67Q: 3 clusters Score -2.191547e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134899 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -21915442.000000 Penalty: 3971.325195
	Iteration 68Q: 3 clusters Score -2.191544e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137276 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -21915260.000000 Penalty: 3971.325195
	Iteration 69Q: 3 clusters Score -2.191526e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -21915222.000000 Penalty: 3971.325195
	Iteration 70Q: 3 clusters Score -2.191522e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142271 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -21915148.000000 Penalty: 3971.325195
	Iteration 71Q: 3 clusters Score -2.191515e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -21914952.000000 Penalty: 3971.325195
	Iteration 72Q: 3 clusters Score -2.191495e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -21914972.000000 Penalty: 3971.325195
	Iteration 73Q: 3 clusters Score -2.191497e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -21914662.000000 Penalty: 3971.325195
	Iteration 74Q: 3 clusters Score -2.191466e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153929 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -21914458.000000 Penalty: 3971.325195
	Iteration 75Q: 3 clusters Score -2.191446e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -21914460.000000 Penalty: 3971.325195
	Iteration 76Q: 3 clusters Score -2.191446e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160352 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -21914516.000000 Penalty: 3971.325195
	Iteration 77Q: 3 clusters Score -2.191452e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -21914580.000000 Penalty: 3971.325195
	Iteration 78Q: 3 clusters Score -2.191458e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -21914232.000000 Penalty: 3971.325195
	Iteration 79Q: 3 clusters Score -2.191423e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170178 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -21913648.000000 Penalty: 3971.325195
	Iteration 80F: 3 clusters Score -2.191365e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173449 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -21912436.000000 Penalty: 3971.325195
	Iteration 81Q: 3 clusters Score -2.191244e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -21910158.000000 Penalty: 3971.325195
	Iteration 82Q: 3 clusters Score -2.191016e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179285 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -21907346.000000 Penalty: 3971.325195
	Iteration 83Q: 3 clusters Score -2.190735e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181811 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -21904342.000000 Penalty: 3971.325195
	Iteration 84Q: 3 clusters Score -2.190434e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184007 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -21901848.000000 Penalty: 3971.325195
	Iteration 85Q: 3 clusters Score -2.190185e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185943 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -21899590.000000 Penalty: 3971.325195
	Iteration 86Q: 3 clusters Score -2.189959e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187677 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -21897538.000000 Penalty: 3971.325195
	Iteration 87Q: 3 clusters Score -2.189754e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189238 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -21895680.000000 Penalty: 3971.325195
	Iteration 88Q: 3 clusters Score -2.189568e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190634 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -21893996.000000 Penalty: 3971.325195
	Iteration 89Q: 3 clusters Score -2.1894e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191892 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -21892298.000000 Penalty: 3971.325195
	Iteration 90Q: 3 clusters Score -2.18923e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192987 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -21890846.000000 Penalty: 3971.325195
	Iteration 91Q: 3 clusters Score -2.189085e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193973 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -21890054.000000 Penalty: 3971.325195
	Iteration 92Q: 3 clusters Score -2.189005e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194820 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -21889224.000000 Penalty: 3971.325195
	Iteration 93Q: 3 clusters Score -2.188922e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195611 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -21888506.000000 Penalty: 3971.325195
	Iteration 94Q: 3 clusters Score -2.188851e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196307 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -21887580.000000 Penalty: 3971.325195
	Iteration 95Q: 3 clusters Score -2.188758e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196918 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -21887020.000000 Penalty: 3971.325195
	Iteration 96Q: 3 clusters Score -2.188702e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -21886418.000000 Penalty: 3971.325195
	Iteration 97Q: 3 clusters Score -2.188642e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197999 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -21886118.000000 Penalty: 3971.325195
	Iteration 98Q: 3 clusters Score -2.188612e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198481 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -21885694.000000 Penalty: 3971.325195
	Iteration 99Q: 3 clusters Score -2.188569e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198897 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -21885360.000000 Penalty: 3971.325195
	Iteration 100F: 3 clusters Score -2.188536e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199314 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -21885046.000000 Penalty: 3971.325195
	Iteration 101Q: 3 clusters Score -2.188505e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199638 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -21884780.000000 Penalty: 3971.325195
	Iteration 102Q: 3 clusters Score -2.188478e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199910 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21884510.000000 Penalty: 3971.325195
	Iteration 103Q: 3 clusters Score -2.188451e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200123 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21884276.000000 Penalty: 3971.325195
	Iteration 104Q: 3 clusters Score -2.188428e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200313 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21884106.000000 Penalty: 3971.325195
	Iteration 105Q: 3 clusters Score -2.188411e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200462 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21883988.000000 Penalty: 3971.325195
	Iteration 106Q: 3 clusters Score -2.188399e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -21883934.000000 Penalty: 3971.325195
	Iteration 107Q: 3 clusters Score -2.188393e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200690 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21883832.000000 Penalty: 3971.325195
	Iteration 108Q: 3 clusters Score -2.188383e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200771 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21883804.000000 Penalty: 3971.325195
	Iteration 109Q: 3 clusters Score -2.18838e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200836 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21883784.000000 Penalty: 3971.325195
	Iteration 110Q: 3 clusters Score -2.188378e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200895 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21883710.000000 Penalty: 3971.325195
	Iteration 111Q: 3 clusters Score -2.188371e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200945 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -21883626.000000 Penalty: 3971.325195
	Iteration 112Q: 3 clusters Score -2.188363e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200985 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -21883586.000000 Penalty: 3971.325195
	Iteration 113Q: 3 clusters Score -2.188359e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201023 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -21883560.000000 Penalty: 3971.325195
	Iteration 114Q: 3 clusters Score -2.188356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201053 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -21883522.000000 Penalty: 3971.325195
	Iteration 115Q: 3 clusters Score -2.188352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201089 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -21883500.000000 Penalty: 3971.325195
	Iteration 116Q: 3 clusters Score -2.18835e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201124 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21883496.000000 Penalty: 3971.325195
	Iteration 117Q: 3 clusters Score -2.18835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201156 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21883460.000000 Penalty: 3971.325195
	Iteration 118Q: 3 clusters Score -2.188346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201186 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -21883452.000000 Penalty: 3971.325195
	Iteration 119Q: 3 clusters Score -2.188345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201210 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -21883430.000000 Penalty: 3971.325195
	Iteration 120F: 3 clusters Score -2.188343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201238 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21883404.000000 Penalty: 3971.325195
	Iteration 121Q: 3 clusters Score -2.18834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -21883362.000000 Penalty: 3971.325195
	Iteration 122Q: 3 clusters Score -2.188336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201286 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21883354.000000 Penalty: 3971.325195
	Iteration 123Q: 3 clusters Score -2.188335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201305 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21883324.000000 Penalty: 3971.325195
	Iteration 124Q: 3 clusters Score -2.188332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201327 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21883282.000000 Penalty: 3971.325195
	Iteration 125Q: 3 clusters Score -2.188328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201339 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21883276.000000 Penalty: 3971.325195
	Iteration 126Q: 3 clusters Score -2.188328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201349 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21883290.000000 Penalty: 3971.325195
	Iteration 127Q: 3 clusters Score -2.188329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21883264.000000 Penalty: 3971.325195
	Iteration 128Q: 3 clusters Score -2.188326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -21883244.000000 Penalty: 3971.325195
	Iteration 129Q: 3 clusters Score -2.188324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201367 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -21883220.000000 Penalty: 3971.325195
	Iteration 130Q: 3 clusters Score -2.188322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201371 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21883214.000000 Penalty: 3971.325195
	Iteration 131Q: 3 clusters Score -2.188321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21883214.000000 Penalty: 3971.325195
	Iteration 132Q: 3 clusters Score -2.188321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201389 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21883226.000000 Penalty: 3971.325195
	Iteration 133Q: 3 clusters Score -2.188323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201394 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21883216.000000 Penalty: 3971.325195
	Iteration 134Q: 3 clusters Score -2.188322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201399 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21883224.000000 Penalty: 3971.325195
	Iteration 135Q: 3 clusters Score -2.188322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201407 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -21883174.000000 Penalty: 3971.325195
	Iteration 136Q: 3 clusters Score -2.188317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201417 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21883148.000000 Penalty: 3971.325195
	Iteration 137Q: 3 clusters Score -2.188315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201428 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21883158.000000 Penalty: 3971.325195
	Iteration 138Q: 3 clusters Score -2.188316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201435 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21883144.000000 Penalty: 3971.325195
	Iteration 139Q: 3 clusters Score -2.188314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201437 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21883132.000000 Penalty: 3971.325195
	Iteration 140F: 3 clusters Score -2.188313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201440 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21883132.000000 Penalty: 3971.325195
	Iteration 141Q: 3 clusters Score -2.188313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201444 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21883126.000000 Penalty: 3971.325195
	Iteration 142Q: 3 clusters Score -2.188313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201451 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21883122.000000 Penalty: 3971.325195
	Iteration 143Q: 3 clusters Score -2.188312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201459 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21883114.000000 Penalty: 3971.325195
	Iteration 144Q: 3 clusters Score -2.188311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201464 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21883112.000000 Penalty: 3971.325195
	Iteration 145Q: 3 clusters Score -2.188311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201466 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21883138.000000 Penalty: 3971.325195
	Iteration 146Q: 3 clusters Score -2.188314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201467 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21883130.000000 Penalty: 3971.325195
	Iteration 147Q: 3 clusters Score -2.188313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201467 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21883130.000000 Penalty: 3971.325195
	Iteration 148F: 3 clusters Score -2.188313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Entering Unmasked Estep 
Score: -2519474.500000 Penalty: 1634.982544
	Iteration 0F: 2 clusters Score -2519474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2503537.750000 Penalty: 3269.965088
	Iteration 0F: 3 clusters Score -2503538 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2509501.750000 Penalty: 3269.965088
	Iteration 1F: 3 clusters Score -2509502 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2510161.750000 Penalty: 3269.965088
	Iteration 2F: 3 clusters Score -2510162 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2510964.500000 Penalty: 3269.965088
	Iteration 3F: 3 clusters Score -2510964 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2511920.750000 Penalty: 3269.965088
	Iteration 4F: 3 clusters Score -2511921 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2513012.000000 Penalty: 3269.965088
	Iteration 5F: 3 clusters Score -2513012 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2514142.750000 Penalty: 3269.965088
	Iteration 6F: 3 clusters Score -2514143 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2515250.500000 Penalty: 3269.965088
	Iteration 7F: 3 clusters Score -2515250 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2516125.500000 Penalty: 3269.965088
	Iteration 8Q: 3 clusters Score -2516126 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2516799.750000 Penalty: 3269.965088
	Iteration 9Q: 3 clusters Score -2516800 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2517337.500000 Penalty: 3269.965088
	Iteration 10Q: 3 clusters Score -2517338 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2517584.500000 Penalty: 3269.965088
	Iteration 11Q: 3 clusters Score -2517584 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2517716.000000 Penalty: 3269.965088
	Iteration 12Q: 3 clusters Score -2517716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2517775.000000 Penalty: 3269.965088
	Iteration 13Q: 3 clusters Score -2517775 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2517837.750000 Penalty: 3269.965088
	Iteration 14Q: 3 clusters Score -2517838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2517894.750000 Penalty: 3269.965088
	Iteration 15Q: 3 clusters Score -2517895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2517928.500000 Penalty: 3269.965088
	Iteration 16Q: 3 clusters Score -2517928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2517966.000000 Penalty: 3269.965088
	Iteration 17Q: 3 clusters Score -2517966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2517981.000000 Penalty: 3269.965088
	Iteration 18Q: 3 clusters Score -2517981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2517995.000000 Penalty: 3269.965088
	Iteration 19Q: 3 clusters Score -2517995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2518008.000000 Penalty: 3269.965088
	Iteration 20F: 3 clusters Score -2518008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2518021.750000 Penalty: 3269.965088
	Iteration 21Q: 3 clusters Score -2518022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2518035.000000 Penalty: 3269.965088
	Iteration 22Q: 3 clusters Score -2518035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2518044.500000 Penalty: 3269.965088
	Iteration 23Q: 3 clusters Score -2518044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2518048.750000 Penalty: 3269.965088
	Iteration 24Q: 3 clusters Score -2518049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2518051.250000 Penalty: 3269.965088
	Iteration 25Q: 3 clusters Score -2518051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2518059.250000 Penalty: 3269.965088
	Iteration 26Q: 3 clusters Score -2518059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2518067.750000 Penalty: 3269.965088
	Iteration 27Q: 3 clusters Score -2518068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2518070.500000 Penalty: 3269.965088
	Iteration 28Q: 3 clusters Score -2518070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2518080.000000 Penalty: 3269.965088
	Iteration 29Q: 3 clusters Score -2518080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2518083.750000 Penalty: 3269.965088
	Iteration 30Q: 3 clusters Score -2518084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2518090.500000 Penalty: 3269.965088
	Iteration 31Q: 3 clusters Score -2518090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2518091.500000 Penalty: 3269.965088
	Iteration 32Q: 3 clusters Score -2518092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2518097.500000 Penalty: 3269.965088
	Iteration 33Q: 3 clusters Score -2518098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2518093.250000 Penalty: 3269.965088
	Iteration 34Q: 3 clusters Score -2518093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2518095.000000 Penalty: 3269.965088
	Iteration 35Q: 3 clusters Score -2518095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2518104.250000 Penalty: 3269.965088
	Iteration 36Q: 3 clusters Score -2518104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2518108.750000 Penalty: 3269.965088
	Iteration 37Q: 3 clusters Score -2518109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2518108.250000 Penalty: 3269.965088
	Iteration 38Q: 3 clusters Score -2518108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2518108.250000 Penalty: 3269.965088
	Iteration 39Q: 3 clusters Score -2518108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2518112.750000 Penalty: 3269.965088
	Iteration 40F: 3 clusters Score -2518113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2518110.500000 Penalty: 3269.965088
	Iteration 41Q: 3 clusters Score -2518110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2518113.500000 Penalty: 3269.965088
	Iteration 42Q: 3 clusters Score -2518114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2518112.500000 Penalty: 3269.965088
	Iteration 43Q: 3 clusters Score -2518112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2518113.250000 Penalty: 3269.965088
	Iteration 44Q: 3 clusters Score -2518113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2518115.250000 Penalty: 3269.965088
	Iteration 45Q: 3 clusters Score -2518115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2518116.000000 Penalty: 3269.965088
	Iteration 46Q: 3 clusters Score -2518116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2518116.500000 Penalty: 3269.965088
	Iteration 47Q: 3 clusters Score -2518116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2518116.500000 Penalty: 3269.965088
	Iteration 48F: 3 clusters Score -2518116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Entering Unmasked Estep 
Score: -1043213.812500 Penalty: 1500.930420
	Iteration 0F: 2 clusters Score -1043214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1035939.812500 Penalty: 3001.860840
	Iteration 0F: 3 clusters Score -1035940 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1038433.500000 Penalty: 3001.860840
	Iteration 1F: 3 clusters Score -1038434 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1038825.062500 Penalty: 3001.860840
	Iteration 2F: 3 clusters Score -1038825 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1039241.375000 Penalty: 3001.860840
	Iteration 3F: 3 clusters Score -1039241 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1039678.125000 Penalty: 3001.860840
	Iteration 4F: 3 clusters Score -1039678 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1040112.500000 Penalty: 3001.860840
	Iteration 5F: 3 clusters Score -1040112 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1040534.187500 Penalty: 3001.860840
	Iteration 6F: 3 clusters Score -1040534 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1040822.250000 Penalty: 3001.860840
	Iteration 7F: 3 clusters Score -1040822 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1040998.312500 Penalty: 3001.860840
	Iteration 8Q: 3 clusters Score -1040998 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1041140.687500 Penalty: 3001.860840
	Iteration 9Q: 3 clusters Score -1041141 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1041235.875000 Penalty: 3001.860840
	Iteration 10Q: 3 clusters Score -1041236 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1041306.562500 Penalty: 3001.860840
	Iteration 11Q: 3 clusters Score -1041307 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1041359.000000 Penalty: 3001.860840
	Iteration 12Q: 3 clusters Score -1041359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1041411.187500 Penalty: 3001.860840
	Iteration 13Q: 3 clusters Score -1041411 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1041459.750000 Penalty: 3001.860840
	Iteration 14Q: 3 clusters Score -1041460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1041520.687500 Penalty: 3001.860840
	Iteration 15Q: 3 clusters Score -1041521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1041572.437500 Penalty: 3001.860840
	Iteration 16Q: 3 clusters Score -1041572 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1041617.812500 Penalty: 3001.860840
	Iteration 17Q: 3 clusters Score -1041618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1041661.875000 Penalty: 3001.860840
	Iteration 18Q: 3 clusters Score -1041662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1041705.812500 Penalty: 3001.860840
	Iteration 19Q: 3 clusters Score -1041706 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1041743.812500 Penalty: 3001.860840
	Iteration 20F: 3 clusters Score -1041744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1041772.562500 Penalty: 3001.860840
	Iteration 21Q: 3 clusters Score -1041773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1041798.187500 Penalty: 3001.860840
	Iteration 22Q: 3 clusters Score -1041798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1041822.125000 Penalty: 3001.860840
	Iteration 23Q: 3 clusters Score -1041822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1041847.750000 Penalty: 3001.860840
	Iteration 24Q: 3 clusters Score -1041848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1041871.062500 Penalty: 3001.860840
	Iteration 25Q: 3 clusters Score -1041871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1041894.187500 Penalty: 3001.860840
	Iteration 26Q: 3 clusters Score -1041894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1041923.812500 Penalty: 3001.860840
	Iteration 27Q: 3 clusters Score -1041924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1041943.937500 Penalty: 3001.860840
	Iteration 28Q: 3 clusters Score -1041944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1041956.062500 Penalty: 3001.860840
	Iteration 29Q: 3 clusters Score -1041956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1041970.937500 Penalty: 3001.860840
	Iteration 30Q: 3 clusters Score -1041971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1041981.000000 Penalty: 3001.860840
	Iteration 31Q: 3 clusters Score -1041981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1041995.187500 Penalty: 3001.860840
	Iteration 32Q: 3 clusters Score -1041995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1042003.062500 Penalty: 3001.860840
	Iteration 33Q: 3 clusters Score -1042003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1042010.000000 Penalty: 3001.860840
	Iteration 34Q: 3 clusters Score -1042010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1042014.937500 Penalty: 3001.860840
	Iteration 35Q: 3 clusters Score -1042015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1042019.000000 Penalty: 3001.860840
	Iteration 36Q: 3 clusters Score -1042019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1042020.625000 Penalty: 3001.860840
	Iteration 37Q: 3 clusters Score -1042021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1042021.187500 Penalty: 3001.860840
	Iteration 38Q: 3 clusters Score -1042021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1042024.312500 Penalty: 3001.860840
	Iteration 39Q: 3 clusters Score -1042024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1042026.500000 Penalty: 3001.860840
	Iteration 40F: 3 clusters Score -1042026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1042029.250000 Penalty: 3001.860840
	Iteration 41Q: 3 clusters Score -1042029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1042030.250000 Penalty: 3001.860840
	Iteration 42Q: 3 clusters Score -1042030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1042031.562500 Penalty: 3001.860840
	Iteration 43Q: 3 clusters Score -1042032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1042031.250000 Penalty: 3001.860840
	Iteration 44Q: 3 clusters Score -1042031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1042032.312500 Penalty: 3001.860840
	Iteration 45Q: 3 clusters Score -1042032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1042033.125000 Penalty: 3001.860840
	Iteration 46Q: 3 clusters Score -1042033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1042034.437500 Penalty: 3001.860840
	Iteration 47Q: 3 clusters Score -1042034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1042033.187500 Penalty: 3001.860840
	Iteration 48Q: 3 clusters Score -1042033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1042033.187500 Penalty: 3001.860840
	Iteration 49F: 3 clusters Score -1042033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -395945.750000 Penalty: 1363.787109
	Iteration 0F: 2 clusters Score -395945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -392561.187500 Penalty: 2727.574219
	Iteration 0F: 3 clusters Score -392561.2 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -394934.781250 Penalty: 2727.574219
	Iteration 1F: 3 clusters Score -394934.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -397727.406250 Penalty: 2727.574219
	Iteration 2F: 3 clusters Score -397727.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -399017.062500 Penalty: 2727.574219
	Iteration 3F: 3 clusters Score -399017.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -399424.750000 Penalty: 2727.574219
	Iteration 4F: 3 clusters Score -399424.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -399615.187500 Penalty: 2727.574219
	Iteration 5Q: 3 clusters Score -399615.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -399703.156250 Penalty: 2727.574219
	Iteration 6Q: 3 clusters Score -399703.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -399768.937500 Penalty: 2727.574219
	Iteration 7Q: 3 clusters Score -399768.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -399815.250000 Penalty: 2727.574219
	Iteration 8Q: 3 clusters Score -399815.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -399865.625000 Penalty: 2727.574219
	Iteration 9Q: 3 clusters Score -399865.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -399897.156250 Penalty: 2727.574219
	Iteration 10Q: 3 clusters Score -399897.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -399909.906250 Penalty: 2727.574219
	Iteration 11Q: 3 clusters Score -399909.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -399923.156250 Penalty: 2727.574219
	Iteration 12Q: 3 clusters Score -399923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -399934.656250 Penalty: 2727.574219
	Iteration 13Q: 3 clusters Score -399934.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -399943.593750 Penalty: 2727.574219
	Iteration 14Q: 3 clusters Score -399943.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -399955.687500 Penalty: 2727.574219
	Iteration 15Q: 3 clusters Score -399955.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -399960.500000 Penalty: 2727.574219
	Iteration 16Q: 3 clusters Score -399960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -399968.781250 Penalty: 2727.574219
	Iteration 17Q: 3 clusters Score -399968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -399974.531250 Penalty: 2727.574219
	Iteration 18Q: 3 clusters Score -399974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -399989.343750 Penalty: 2727.574219
	Iteration 19Q: 3 clusters Score -399989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -400000.281250 Penalty: 2727.574219
	Iteration 20F: 3 clusters Score -400000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -400007.937500 Penalty: 2727.574219
	Iteration 21Q: 3 clusters Score -400007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -400014.250000 Penalty: 2727.574219
	Iteration 22Q: 3 clusters Score -400014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -400016.593750 Penalty: 2727.574219
	Iteration 23Q: 3 clusters Score -400016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -400017.281250 Penalty: 2727.574219
	Iteration 24Q: 3 clusters Score -400017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -400017.281250 Penalty: 2727.574219
	Iteration 25F: 3 clusters Score -400017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 92815 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Entering Unmasked Estep 
Score: -100863832.000000 Penalty: 51535.324219
Splitting cluster 11 changes total score from -100856312.000000 to -100863832.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (13259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Entering Unmasked Estep 
Score: -1322074.875000 Penalty: 1542.520142
	Iteration 0F: 2 clusters Score -1322075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1312867.000000 Penalty: 3085.040283
	Iteration 0F: 3 clusters Score -1312867 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1316393.750000 Penalty: 3085.040283
	Iteration 1F: 3 clusters Score -1316394 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1317318.625000 Penalty: 3085.040283
	Iteration 2F: 3 clusters Score -1317319 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1318534.625000 Penalty: 3085.040283
	Iteration 3F: 3 clusters Score -1318535 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1319672.875000 Penalty: 3085.040283
	Iteration 4F: 3 clusters Score -1319673 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1320552.875000 Penalty: 3085.040283
	Iteration 5F: 3 clusters Score -1320553 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1321055.250000 Penalty: 3085.040283
	Iteration 6F: 3 clusters Score -1321055 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1321305.000000 Penalty: 3085.040283
	Iteration 7Q: 3 clusters Score -1321305 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1321449.375000 Penalty: 3085.040283
	Iteration 8Q: 3 clusters Score -1321449 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1321537.875000 Penalty: 3085.040283
	Iteration 9Q: 3 clusters Score -1321538 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1321590.375000 Penalty: 3085.040283
	Iteration 10Q: 3 clusters Score -1321590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1321634.875000 Penalty: 3085.040283
	Iteration 11Q: 3 clusters Score -1321635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1321671.625000 Penalty: 3085.040283
	Iteration 12Q: 3 clusters Score -1321672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1321707.750000 Penalty: 3085.040283
	Iteration 13Q: 3 clusters Score -1321708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1321737.750000 Penalty: 3085.040283
	Iteration 14Q: 3 clusters Score -1321738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1321770.375000 Penalty: 3085.040283
	Iteration 15Q: 3 clusters Score -1321770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1321810.125000 Penalty: 3085.040283
	Iteration 16Q: 3 clusters Score -1321810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1321860.250000 Penalty: 3085.040283
	Iteration 17Q: 3 clusters Score -1321860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1321909.000000 Penalty: 3085.040283
	Iteration 18Q: 3 clusters Score -1321909 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1321962.875000 Penalty: 3085.040283
	Iteration 19Q: 3 clusters Score -1321963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1321999.875000 Penalty: 3085.040283
	Iteration 20F: 3 clusters Score -1322000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1322025.750000 Penalty: 3085.040283
	Iteration 21Q: 3 clusters Score -1322026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1322045.625000 Penalty: 3085.040283
	Iteration 22Q: 3 clusters Score -1322046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1322060.250000 Penalty: 3085.040283
	Iteration 23Q: 3 clusters Score -1322060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1322073.625000 Penalty: 3085.040283
	Iteration 24Q: 3 clusters Score -1322074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1322080.625000 Penalty: 3085.040283
	Iteration 25Q: 3 clusters Score -1322081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1322087.875000 Penalty: 3085.040283
	Iteration 26Q: 3 clusters Score -1322088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1322092.500000 Penalty: 3085.040283
	Iteration 27Q: 3 clusters Score -1322092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1322097.375000 Penalty: 3085.040283
	Iteration 28Q: 3 clusters Score -1322097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1322103.750000 Penalty: 3085.040283
	Iteration 29Q: 3 clusters Score -1322104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1322109.625000 Penalty: 3085.040283
	Iteration 30Q: 3 clusters Score -1322110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1322120.000000 Penalty: 3085.040283
	Iteration 31Q: 3 clusters Score -1322120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1322123.500000 Penalty: 3085.040283
	Iteration 32Q: 3 clusters Score -1322124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1322127.250000 Penalty: 3085.040283
	Iteration 33Q: 3 clusters Score -1322127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1322131.500000 Penalty: 3085.040283
	Iteration 34Q: 3 clusters Score -1322132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1322130.875000 Penalty: 3085.040283
	Iteration 35Q: 3 clusters Score -1322131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1322133.875000 Penalty: 3085.040283
	Iteration 36Q: 3 clusters Score -1322134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1322134.000000 Penalty: 3085.040283
	Iteration 37Q: 3 clusters Score -1322134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1322135.125000 Penalty: 3085.040283
	Iteration 38Q: 3 clusters Score -1322135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1322137.125000 Penalty: 3085.040283
	Iteration 39Q: 3 clusters Score -1322137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1322135.875000 Penalty: 3085.040283
	Iteration 40F: 3 clusters Score -1322136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1322138.250000 Penalty: 3085.040283
	Iteration 41Q: 3 clusters Score -1322138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1322138.375000 Penalty: 3085.040283
	Iteration 42Q: 3 clusters Score -1322138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1322137.375000 Penalty: 3085.040283
	Iteration 43Q: 3 clusters Score -1322137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1322137.375000 Penalty: 3085.040283
	Iteration 44F: 3 clusters Score -1322137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 92815 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Entering Unmasked Estep 
Score: -100863224.000000 Penalty: 53775.988281
Splitting cluster 12 changes total score from -100856312.000000 to -100863224.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -196729.140625 Penalty: 1278.839844
	Iteration 0F: 2 clusters Score -196729.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -195474.375000 Penalty: 2557.679688
	Iteration 0F: 3 clusters Score -195474.4 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -201348.890625 Penalty: 2557.679688
	Iteration 1F: 3 clusters Score -201348.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205959.625000 Penalty: 2557.679688
	Iteration 2F: 3 clusters Score -205959.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -207577.015625 Penalty: 2557.679688
	Iteration 3F: 3 clusters Score -207577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -207982.593750 Penalty: 2557.679688
	Iteration 4Q: 3 clusters Score -207982.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -208095.859375 Penalty: 2557.679688
	Iteration 5Q: 3 clusters Score -208095.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -208129.640625 Penalty: 2557.679688
	Iteration 6Q: 3 clusters Score -208129.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -208144.328125 Penalty: 2557.679688
	Iteration 7Q: 3 clusters Score -208144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -208148.531250 Penalty: 2557.679688
	Iteration 8Q: 3 clusters Score -208148.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208150.921875 Penalty: 2557.679688
	Iteration 9Q: 3 clusters Score -208150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -208152.125000 Penalty: 2557.679688
	Iteration 10Q: 3 clusters Score -208152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -208152.125000 Penalty: 2557.679688
	Iteration 11F: 3 clusters Score -208152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 92815 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 959 members 
Entering Unmasked Estep 
Score: -100873184.000000 Penalty: 56016.656250
Splitting cluster 13 changes total score from -100856312.000000 to -100873184.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -362898.406250 Penalty: 1323.840332
	Iteration 0F: 2 clusters Score -362898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -359917.250000 Penalty: 2647.680664
	Iteration 0F: 3 clusters Score -359917.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -360691.218750 Penalty: 2647.680664
	Iteration 1F: 3 clusters Score -360691.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -360859.875000 Penalty: 2647.680664
	Iteration 2F: 3 clusters Score -360859.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -360981.468750 Penalty: 2647.680664
	Iteration 3F: 3 clusters Score -360981.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -361089.062500 Penalty: 2647.680664
	Iteration 4Q: 3 clusters Score -361089.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -361212.375000 Penalty: 2647.680664
	Iteration 5Q: 3 clusters Score -361212.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -361331.968750 Penalty: 2647.680664
	Iteration 6Q: 3 clusters Score -361332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -361466.500000 Penalty: 2647.680664
	Iteration 7Q: 3 clusters Score -361466.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -361645.343750 Penalty: 2647.680664
	Iteration 8Q: 3 clusters Score -361645.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -361896.437500 Penalty: 2647.680664
	Iteration 9Q: 3 clusters Score -361896.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -362168.187500 Penalty: 2647.680664
	Iteration 10Q: 3 clusters Score -362168.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -362381.406250 Penalty: 2647.680664
	Iteration 11Q: 3 clusters Score -362381.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -362507.218750 Penalty: 2647.680664
	Iteration 12Q: 3 clusters Score -362507.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -362550.218750 Penalty: 2647.680664
	Iteration 13Q: 3 clusters Score -362550.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -362577.500000 Penalty: 2647.680664
	Iteration 14Q: 3 clusters Score -362577.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -362604.687500 Penalty: 2647.680664
	Iteration 15Q: 3 clusters Score -362604.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -362657.187500 Penalty: 2647.680664
	Iteration 16Q: 3 clusters Score -362657.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -362764.562500 Penalty: 2647.680664
	Iteration 17Q: 3 clusters Score -362764.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -362914.218750 Penalty: 2647.680664
	Iteration 18Q: 3 clusters Score -362914.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -362972.062500 Penalty: 2647.680664
	Iteration 19Q: 3 clusters Score -362972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -362974.093750 Penalty: 2647.680664
	Iteration 20F: 3 clusters Score -362974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -362974.593750 Penalty: 2647.680664
	Iteration 21Q: 3 clusters Score -362974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -362974.593750 Penalty: 2647.680664
	Iteration 22F: 3 clusters Score -362974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 92815 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 1354 members 
Entering Unmasked Estep 
Score: -100872472.000000 Penalty: 58257.324219
Splitting cluster 14 changes total score from -100856312.000000 to -100872472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (92815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Entering Unmasked Estep 
Score: -9521175.000000 Penalty: 1858.734131
	Iteration 0F: 2 clusters Score -9521175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -9459086.000000 Penalty: 3717.468262
	Iteration 0F: 3 clusters Score -9459086 nChanged 44088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -9484946.000000 Penalty: 3717.468262
	Iteration 1F: 3 clusters Score -9484946 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -9485816.000000 Penalty: 3717.468262
	Iteration 2Q: 3 clusters Score -9485816 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -9486762.000000 Penalty: 3717.468262
	Iteration 3Q: 3 clusters Score -9486762 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -9488017.000000 Penalty: 3717.468262
	Iteration 4Q: 3 clusters Score -9488017 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -9489448.000000 Penalty: 3717.468262
	Iteration 5Q: 3 clusters Score -9489448 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -9491148.000000 Penalty: 3717.468262
	Iteration 6Q: 3 clusters Score -9491148 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -9493332.000000 Penalty: 3717.468262
	Iteration 7Q: 3 clusters Score -9493332 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -9495932.000000 Penalty: 3717.468262
	Iteration 8F: 3 clusters Score -9495932 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -9499067.000000 Penalty: 3717.468262
	Iteration 9F: 3 clusters Score -9499067 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -9502368.000000 Penalty: 3717.468262
	Iteration 10F: 3 clusters Score -9502368 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -9504802.000000 Penalty: 3717.468262
	Iteration 11Q: 3 clusters Score -9504802 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -9506041.000000 Penalty: 3717.468262
	Iteration 12Q: 3 clusters Score -9506041 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9506582.000000 Penalty: 3717.468262
	Iteration 13Q: 3 clusters Score -9506582 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -9506806.000000 Penalty: 3717.468262
	Iteration 14Q: 3 clusters Score -9506806 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9506955.000000 Penalty: 3717.468262
	Iteration 15Q: 3 clusters Score -9506955 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -9507144.000000 Penalty: 3717.468262
	Iteration 16Q: 3 clusters Score -9507144 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -9507321.000000 Penalty: 3717.468262
	Iteration 17Q: 3 clusters Score -9507321 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -9507507.000000 Penalty: 3717.468262
	Iteration 18Q: 3 clusters Score -9507507 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -9507753.000000 Penalty: 3717.468262
	Iteration 19Q: 3 clusters Score -9507753 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -9508259.000000 Penalty: 3717.468262
	Iteration 20F: 3 clusters Score -9508259 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -9508912.000000 Penalty: 3717.468262
	Iteration 21Q: 3 clusters Score -9508912 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -9510184.000000 Penalty: 3717.468262
	Iteration 22Q: 3 clusters Score -9510184 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -9512564.000000 Penalty: 3717.468262
	Iteration 23Q: 3 clusters Score -9512564 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -9515725.000000 Penalty: 3717.468262
	Iteration 24Q: 3 clusters Score -9515725 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -9518908.000000 Penalty: 3717.468262
	Iteration 25Q: 3 clusters Score -9518908 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -9521463.000000 Penalty: 3717.468262
	Iteration 26Q: 3 clusters Score -9521463 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -9523716.000000 Penalty: 3717.468262
	Iteration 27Q: 3 clusters Score -9523716 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -9525480.000000 Penalty: 3717.468262
	Iteration 28Q: 3 clusters Score -9525480 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -9526645.000000 Penalty: 3717.468262
	Iteration 29Q: 3 clusters Score -9526645 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -9527365.000000 Penalty: 3717.468262
	Iteration 30Q: 3 clusters Score -9527365 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -9527835.000000 Penalty: 3717.468262
	Iteration 31Q: 3 clusters Score -9527835 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -9528107.000000 Penalty: 3717.468262
	Iteration 32Q: 3 clusters Score -9528107 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -9528329.000000 Penalty: 3717.468262
	Iteration 33Q: 3 clusters Score -9528329 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -9528564.000000 Penalty: 3717.468262
	Iteration 34Q: 3 clusters Score -9528564 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -9528736.000000 Penalty: 3717.468262
	Iteration 35Q: 3 clusters Score -9528736 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -9528785.000000 Penalty: 3717.468262
	Iteration 36Q: 3 clusters Score -9528785 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -9528966.000000 Penalty: 3717.468262
	Iteration 37Q: 3 clusters Score -9528966 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -9529164.000000 Penalty: 3717.468262
	Iteration 38Q: 3 clusters Score -9529164 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -9529333.000000 Penalty: 3717.468262
	Iteration 39Q: 3 clusters Score -9529333 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -9529638.000000 Penalty: 3717.468262
	Iteration 40F: 3 clusters Score -9529638 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -9529886.000000 Penalty: 3717.468262
	Iteration 41Q: 3 clusters Score -9529886 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -9530177.000000 Penalty: 3717.468262
	Iteration 42Q: 3 clusters Score -9530177 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -9530484.000000 Penalty: 3717.468262
	Iteration 43Q: 3 clusters Score -9530484 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -9530792.000000 Penalty: 3717.468262
	Iteration 44Q: 3 clusters Score -9530792 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -9531034.000000 Penalty: 3717.468262
	Iteration 45Q: 3 clusters Score -9531034 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -9531155.000000 Penalty: 3717.468262
	Iteration 46Q: 3 clusters Score -9531155 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -9531307.000000 Penalty: 3717.468262
	Iteration 47Q: 3 clusters Score -9531307 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -9531433.000000 Penalty: 3717.468262
	Iteration 48Q: 3 clusters Score -9531433 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -9531542.000000 Penalty: 3717.468262
	Iteration 49Q: 3 clusters Score -9531542 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -9531677.000000 Penalty: 3717.468262
	Iteration 50Q: 3 clusters Score -9531677 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -9531780.000000 Penalty: 3717.468262
	Iteration 51Q: 3 clusters Score -9531780 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -9531843.000000 Penalty: 3717.468262
	Iteration 52Q: 3 clusters Score -9531843 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -9531960.000000 Penalty: 3717.468262
	Iteration 53Q: 3 clusters Score -9531960 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -9532027.000000 Penalty: 3717.468262
	Iteration 54Q: 3 clusters Score -9532027 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -9532072.000000 Penalty: 3717.468262
	Iteration 55Q: 3 clusters Score -9532072 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -9532090.000000 Penalty: 3717.468262
	Iteration 56Q: 3 clusters Score -9532090 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -9532122.000000 Penalty: 3717.468262
	Iteration 57Q: 3 clusters Score -9532122 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -9532174.000000 Penalty: 3717.468262
	Iteration 58Q: 3 clusters Score -9532174 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -9532174.000000 Penalty: 3717.468262
	Iteration 59Q: 3 clusters Score -9532174 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -9532213.000000 Penalty: 3717.468262
	Iteration 60F: 3 clusters Score -9532213 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -9532261.000000 Penalty: 3717.468262
	Iteration 61Q: 3 clusters Score -9532261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -9532282.000000 Penalty: 3717.468262
	Iteration 62Q: 3 clusters Score -9532282 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -9532290.000000 Penalty: 3717.468262
	Iteration 63Q: 3 clusters Score -9532290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -9532301.000000 Penalty: 3717.468262
	Iteration 64Q: 3 clusters Score -9532301 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -9532284.000000 Penalty: 3717.468262
	Iteration 65Q: 3 clusters Score -9532284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -9532283.000000 Penalty: 3717.468262
	Iteration 66Q: 3 clusters Score -9532283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -9532312.000000 Penalty: 3717.468262
	Iteration 67Q: 3 clusters Score -9532312 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -9532299.000000 Penalty: 3717.468262
	Iteration 68Q: 3 clusters Score -9532299 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -9532331.000000 Penalty: 3717.468262
	Iteration 69Q: 3 clusters Score -9532331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -9532328.000000 Penalty: 3717.468262
	Iteration 70Q: 3 clusters Score -9532328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -9532326.000000 Penalty: 3717.468262
	Iteration 71Q: 3 clusters Score -9532326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -9532330.000000 Penalty: 3717.468262
	Iteration 72Q: 3 clusters Score -9532330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -9532337.000000 Penalty: 3717.468262
	Iteration 73Q: 3 clusters Score -9532337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -9532338.000000 Penalty: 3717.468262
	Iteration 74Q: 3 clusters Score -9532338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -9532348.000000 Penalty: 3717.468262
	Iteration 75Q: 3 clusters Score -9532348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -9532361.000000 Penalty: 3717.468262
	Iteration 76Q: 3 clusters Score -9532361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -9532370.000000 Penalty: 3717.468262
	Iteration 77Q: 3 clusters Score -9532370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -9532346.000000 Penalty: 3717.468262
	Iteration 78Q: 3 clusters Score -9532346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -9532365.000000 Penalty: 3717.468262
	Iteration 79Q: 3 clusters Score -9532365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -9532370.000000 Penalty: 3717.468262
	Iteration 80F: 3 clusters Score -9532370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -9532363.000000 Penalty: 3717.468262
	Iteration 81Q: 3 clusters Score -9532363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -9532366.000000 Penalty: 3717.468262
	Iteration 82Q: 3 clusters Score -9532366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -9532360.000000 Penalty: 3717.468262
	Iteration 83Q: 3 clusters Score -9532360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -9532347.000000 Penalty: 3717.468262
	Iteration 84Q: 3 clusters Score -9532347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -9532357.000000 Penalty: 3717.468262
	Iteration 85Q: 3 clusters Score -9532357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -9532364.000000 Penalty: 3717.468262
	Iteration 86Q: 3 clusters Score -9532364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -9532365.000000 Penalty: 3717.468262
	Iteration 87Q: 3 clusters Score -9532365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -9532361.000000 Penalty: 3717.468262
	Iteration 88Q: 3 clusters Score -9532361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -9532377.000000 Penalty: 3717.468262
	Iteration 89Q: 3 clusters Score -9532377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -9532376.000000 Penalty: 3717.468262
	Iteration 90Q: 3 clusters Score -9532376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -9532374.000000 Penalty: 3717.468262
	Iteration 91Q: 3 clusters Score -9532374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -9532376.000000 Penalty: 3717.468262
	Iteration 92Q: 3 clusters Score -9532376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -9532377.000000 Penalty: 3717.468262
	Iteration 93Q: 3 clusters Score -9532377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -9532377.000000 Penalty: 3717.468262
	Iteration 94F: 3 clusters Score -9532377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 61868 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 30947 members 
Entering Unmasked Estep 
Score: -100881792.000000 Penalty: 60497.988281
Splitting cluster 15 changes total score from -100856312.000000 to -100881792.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (14934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Entering Unmasked Estep 
Score: -1463993.750000 Penalty: 1561.851807
	Iteration 0F: 2 clusters Score -1463994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1453720.875000 Penalty: 3123.703613
	Iteration 0F: 3 clusters Score -1453721 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1458519.375000 Penalty: 3123.703613
	Iteration 1F: 3 clusters Score -1458519 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1460634.500000 Penalty: 3123.703613
	Iteration 2F: 3 clusters Score -1460634 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1463420.125000 Penalty: 3123.703613
	Iteration 3F: 3 clusters Score -1463420 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1465220.125000 Penalty: 3123.703613
	Iteration 4F: 3 clusters Score -1465220 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1465958.250000 Penalty: 3123.703613
	Iteration 5F: 3 clusters Score -1465958 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1466597.000000 Penalty: 3123.703613
	Iteration 6Q: 3 clusters Score -1466597 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1467561.000000 Penalty: 3123.703613
	Iteration 7Q: 3 clusters Score -1467561 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1468293.000000 Penalty: 3123.703613
	Iteration 8Q: 3 clusters Score -1468293 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1468494.500000 Penalty: 3123.703613
	Iteration 9Q: 3 clusters Score -1468494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1468602.875000 Penalty: 3123.703613
	Iteration 10Q: 3 clusters Score -1468603 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1468664.750000 Penalty: 3123.703613
	Iteration 11Q: 3 clusters Score -1468665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1468703.875000 Penalty: 3123.703613
	Iteration 12Q: 3 clusters Score -1468704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1468752.125000 Penalty: 3123.703613
	Iteration 13Q: 3 clusters Score -1468752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1468807.000000 Penalty: 3123.703613
	Iteration 14Q: 3 clusters Score -1468807 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1468874.000000 Penalty: 3123.703613
	Iteration 15Q: 3 clusters Score -1468874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1469046.875000 Penalty: 3123.703613
	Iteration 16Q: 3 clusters Score -1469047 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1469340.750000 Penalty: 3123.703613
	Iteration 17Q: 3 clusters Score -1469341 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1469701.000000 Penalty: 3123.703613
	Iteration 18Q: 3 clusters Score -1469701 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1470185.875000 Penalty: 3123.703613
	Iteration 19Q: 3 clusters Score -1470186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1470639.500000 Penalty: 3123.703613
	Iteration 20F: 3 clusters Score -1470640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1470777.500000 Penalty: 3123.703613
	Iteration 21Q: 3 clusters Score -1470778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1470807.875000 Penalty: 3123.703613
	Iteration 22Q: 3 clusters Score -1470808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1470814.875000 Penalty: 3123.703613
	Iteration 23Q: 3 clusters Score -1470815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1470819.750000 Penalty: 3123.703613
	Iteration 24Q: 3 clusters Score -1470820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1470821.375000 Penalty: 3123.703613
	Iteration 25Q: 3 clusters Score -1470821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1470822.500000 Penalty: 3123.703613
	Iteration 26Q: 3 clusters Score -1470822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1470819.875000 Penalty: 3123.703613
	Iteration 27Q: 3 clusters Score -1470820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1470824.500000 Penalty: 3123.703613
	Iteration 28Q: 3 clusters Score -1470824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1470825.125000 Penalty: 3123.703613
	Iteration 29Q: 3 clusters Score -1470825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1470825.500000 Penalty: 3123.703613
	Iteration 30Q: 3 clusters Score -1470826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1470825.500000 Penalty: 3123.703613
	Iteration 31F: 3 clusters Score -1470826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 61868 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 30947 members 
Mstep: Class 28 contains 3983 members 
Entering Unmasked Estep 
Score: -100888192.000000 Penalty: 62738.656250
Splitting cluster 16 changes total score from -100856312.000000 to -100888192.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (19011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Entering Unmasked Estep 
Score: -1936639.125000 Penalty: 1601.075562
	Iteration 0F: 2 clusters Score -1936639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1923590.500000 Penalty: 3202.151123
	Iteration 0F: 3 clusters Score -1923590 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1928510.000000 Penalty: 3202.151123
	Iteration 1F: 3 clusters Score -1928510 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1929229.375000 Penalty: 3202.151123
	Iteration 2F: 3 clusters Score -1929229 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1929931.250000 Penalty: 3202.151123
	Iteration 3F: 3 clusters Score -1929931 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1930643.875000 Penalty: 3202.151123
	Iteration 4F: 3 clusters Score -1930644 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1931476.625000 Penalty: 3202.151123
	Iteration 5F: 3 clusters Score -1931477 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1932337.875000 Penalty: 3202.151123
	Iteration 6F: 3 clusters Score -1932338 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1933244.750000 Penalty: 3202.151123
	Iteration 7F: 3 clusters Score -1933245 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1934067.000000 Penalty: 3202.151123
	Iteration 8F: 3 clusters Score -1934067 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1934672.125000 Penalty: 3202.151123
	Iteration 9Q: 3 clusters Score -1934672 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1935069.500000 Penalty: 3202.151123
	Iteration 10Q: 3 clusters Score -1935070 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1935315.375000 Penalty: 3202.151123
	Iteration 11Q: 3 clusters Score -1935315 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1935417.375000 Penalty: 3202.151123
	Iteration 12Q: 3 clusters Score -1935417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1935502.750000 Penalty: 3202.151123
	Iteration 13Q: 3 clusters Score -1935503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1935547.250000 Penalty: 3202.151123
	Iteration 14Q: 3 clusters Score -1935547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1935570.500000 Penalty: 3202.151123
	Iteration 15Q: 3 clusters Score -1935570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1935591.250000 Penalty: 3202.151123
	Iteration 16Q: 3 clusters Score -1935591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1935608.875000 Penalty: 3202.151123
	Iteration 17Q: 3 clusters Score -1935609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1935624.125000 Penalty: 3202.151123
	Iteration 18Q: 3 clusters Score -1935624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1935636.875000 Penalty: 3202.151123
	Iteration 19Q: 3 clusters Score -1935637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1935646.000000 Penalty: 3202.151123
	Iteration 20F: 3 clusters Score -1935646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1935654.875000 Penalty: 3202.151123
	Iteration 21Q: 3 clusters Score -1935655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1935660.250000 Penalty: 3202.151123
	Iteration 22Q: 3 clusters Score -1935660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1935662.500000 Penalty: 3202.151123
	Iteration 23Q: 3 clusters Score -1935662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1935665.500000 Penalty: 3202.151123
	Iteration 24Q: 3 clusters Score -1935666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1935667.000000 Penalty: 3202.151123
	Iteration 25Q: 3 clusters Score -1935667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1935669.500000 Penalty: 3202.151123
	Iteration 26Q: 3 clusters Score -1935670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1935669.250000 Penalty: 3202.151123
	Iteration 27Q: 3 clusters Score -1935669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1935675.375000 Penalty: 3202.151123
	Iteration 28Q: 3 clusters Score -1935675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1935673.500000 Penalty: 3202.151123
	Iteration 29Q: 3 clusters Score -1935674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1935674.375000 Penalty: 3202.151123
	Iteration 30Q: 3 clusters Score -1935674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1935674.375000 Penalty: 3202.151123
	Iteration 31F: 3 clusters Score -1935674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Entering Unmasked Estep 
Score: -1119584.625000 Penalty: 1509.457153
	Iteration 0F: 2 clusters Score -1119585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1111969.125000 Penalty: 3018.914307
	Iteration 0F: 3 clusters Score -1111969 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1115033.125000 Penalty: 3018.914307
	Iteration 1F: 3 clusters Score -1115033 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1116159.500000 Penalty: 3018.914307
	Iteration 2F: 3 clusters Score -1116160 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1117433.375000 Penalty: 3018.914307
	Iteration 3F: 3 clusters Score -1117433 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1118312.250000 Penalty: 3018.914307
	Iteration 4F: 3 clusters Score -1118312 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1118806.625000 Penalty: 3018.914307
	Iteration 5F: 3 clusters Score -1118807 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1119104.250000 Penalty: 3018.914307
	Iteration 6Q: 3 clusters Score -1119104 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1119291.875000 Penalty: 3018.914307
	Iteration 7Q: 3 clusters Score -1119292 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1119387.500000 Penalty: 3018.914307
	Iteration 8Q: 3 clusters Score -1119388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1119429.125000 Penalty: 3018.914307
	Iteration 9Q: 3 clusters Score -1119429 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1119455.375000 Penalty: 3018.914307
	Iteration 10Q: 3 clusters Score -1119455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1119470.375000 Penalty: 3018.914307
	Iteration 11Q: 3 clusters Score -1119470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1119478.250000 Penalty: 3018.914307
	Iteration 12Q: 3 clusters Score -1119478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1119488.500000 Penalty: 3018.914307
	Iteration 13Q: 3 clusters Score -1119488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1119501.250000 Penalty: 3018.914307
	Iteration 14Q: 3 clusters Score -1119501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1119514.000000 Penalty: 3018.914307
	Iteration 15Q: 3 clusters Score -1119514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1119523.375000 Penalty: 3018.914307
	Iteration 16Q: 3 clusters Score -1119523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1119531.250000 Penalty: 3018.914307
	Iteration 17Q: 3 clusters Score -1119531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1119538.875000 Penalty: 3018.914307
	Iteration 18Q: 3 clusters Score -1119539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1119545.375000 Penalty: 3018.914307
	Iteration 19Q: 3 clusters Score -1119545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1119550.875000 Penalty: 3018.914307
	Iteration 20F: 3 clusters Score -1119551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1119570.625000 Penalty: 3018.914307
	Iteration 21Q: 3 clusters Score -1119571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1119584.375000 Penalty: 3018.914307
	Iteration 22Q: 3 clusters Score -1119584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1119594.250000 Penalty: 3018.914307
	Iteration 23Q: 3 clusters Score -1119594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1119609.250000 Penalty: 3018.914307
	Iteration 24Q: 3 clusters Score -1119609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1119622.500000 Penalty: 3018.914307
	Iteration 25Q: 3 clusters Score -1119622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1119633.750000 Penalty: 3018.914307
	Iteration 26Q: 3 clusters Score -1119634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1119643.750000 Penalty: 3018.914307
	Iteration 27Q: 3 clusters Score -1119644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1119658.750000 Penalty: 3018.914307
	Iteration 28Q: 3 clusters Score -1119659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1119688.875000 Penalty: 3018.914307
	Iteration 29Q: 3 clusters Score -1119689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1119732.250000 Penalty: 3018.914307
	Iteration 30Q: 3 clusters Score -1119732 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1119801.875000 Penalty: 3018.914307
	Iteration 31Q: 3 clusters Score -1119802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1119860.625000 Penalty: 3018.914307
	Iteration 32Q: 3 clusters Score -1119861 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1119909.250000 Penalty: 3018.914307
	Iteration 33Q: 3 clusters Score -1119909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1119937.375000 Penalty: 3018.914307
	Iteration 34Q: 3 clusters Score -1119937 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1119965.375000 Penalty: 3018.914307
	Iteration 35Q: 3 clusters Score -1119965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1119984.250000 Penalty: 3018.914307
	Iteration 36Q: 3 clusters Score -1119984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1120005.750000 Penalty: 3018.914307
	Iteration 37Q: 3 clusters Score -1120006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1120023.500000 Penalty: 3018.914307
	Iteration 38Q: 3 clusters Score -1120024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1120041.375000 Penalty: 3018.914307
	Iteration 39Q: 3 clusters Score -1120041 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1120065.125000 Penalty: 3018.914307
	Iteration 40F: 3 clusters Score -1120065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1120080.000000 Penalty: 3018.914307
	Iteration 41Q: 3 clusters Score -1120080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1120100.750000 Penalty: 3018.914307
	Iteration 42Q: 3 clusters Score -1120101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1120114.250000 Penalty: 3018.914307
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5734 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5701 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5667 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5637 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1120157 nChanged 42
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Mstep: Class 1 contains 5595 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1120166 nChanged 43
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Mstep: Class 1 contains 5558 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1120174 nChanged 37
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Mstep: Class 1 contains 5521 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1120179 nChanged 27
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5468 members 
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	Iteration 53Q: 3 clusters Score -1120189 nChanged 28
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5413 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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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1120218 nChanged 19
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Mstep: Class 1 contains 5303 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1120221 nChanged 21
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5256 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5237 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5217 members 
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Mstep: Class 1 contains 5195 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5150 members 
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Mstep: Class 1 contains 4189 members 
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Mstep: Class 1 contains 4158 members 
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Mstep: Class 1 contains 4125 members 
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Mstep: Class 1 contains 4085 members 
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Mstep: Class 1 contains 3765 members 
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Mstep: Class 1 contains 3687 members 
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Mstep: Class 1 contains 3646 members 
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	Iteration 114Q: 3 clusters Score -1120717 nChanged 26
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	Iteration 115Q: 3 clusters Score -1120720 nChanged 24
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	Iteration 116Q: 3 clusters Score -1120726 nChanged 21
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	Iteration 120F: 3 clusters Score -1120749 nChanged 13
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	Iteration 124Q: 3 clusters Score -1120754 nChanged 5
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	Iteration 125Q: 3 clusters Score -1120756 nChanged 5
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	Iteration 126Q: 3 clusters Score -1120757 nChanged 4
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	Iteration 127Q: 3 clusters Score -1120755 nChanged 4
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	Iteration 129Q: 3 clusters Score -1120758 nChanged 4
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	Iteration 130Q: 3 clusters Score -1120760 nChanged 5
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	Iteration 131Q: 3 clusters Score -1120760 nChanged 8
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	Iteration 132Q: 3 clusters Score -1120761 nChanged 5
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	Iteration 133Q: 3 clusters Score -1120761 nChanged 10
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	Iteration 134Q: 3 clusters Score -1120763 nChanged 8
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	Iteration 135Q: 3 clusters Score -1120764 nChanged 4
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Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1120762.500000 Penalty: 3018.914307
	Iteration 136Q: 3 clusters Score -1120762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1120764.625000 Penalty: 3018.914307
	Iteration 137Q: 3 clusters Score -1120765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1120764.500000 Penalty: 3018.914307
	Iteration 138Q: 3 clusters Score -1120764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1120765.875000 Penalty: 3018.914307
	Iteration 139Q: 3 clusters Score -1120766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1120766.250000 Penalty: 3018.914307
	Iteration 140F: 3 clusters Score -1120766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 61868 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 183172 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 30947 members 
Mstep: Class 28 contains 3983 members 
Mstep: Class 29 contains 7495 members 
Entering Unmasked Estep 
Score: -100888384.000000 Penalty: 64979.320312
Splitting cluster 18 changes total score from -100856312.000000 to -100888384.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (183172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183172 members 
Entering Unmasked Estep 
Score: -19415484.000000 Penalty: 1969.204468
	Iteration 0F: 2 clusters Score -1.941548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -19294926.000000 Penalty: 3938.408936
	Iteration 0F: 3 clusters Score -1.929493e+07 nChanged 88995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -19348534.000000 Penalty: 3938.408936
	Iteration 1F: 3 clusters Score -1.934853e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -19350750.000000 Penalty: 3938.408936
	Iteration 2Q: 3 clusters Score -1.935075e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -19354172.000000 Penalty: 3938.408936
	Iteration 3Q: 3 clusters Score -1.935417e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -19359106.000000 Penalty: 3938.408936
	Iteration 4F: 3 clusters Score -1.935911e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118392 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -19365738.000000 Penalty: 3938.408936
	Iteration 5F: 3 clusters Score -1.936574e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127785 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -19373508.000000 Penalty: 3938.408936
	Iteration 6F: 3 clusters Score -1.937351e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -19382500.000000 Penalty: 3938.408936
	Iteration 7F: 3 clusters Score -1.93825e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147944 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -19390892.000000 Penalty: 3938.408936
	Iteration 8F: 3 clusters Score -1.939089e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -19397940.000000 Penalty: 3938.408936
	Iteration 9F: 3 clusters Score -1.939794e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163550 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -19403178.000000 Penalty: 3938.408936
	Iteration 10Q: 3 clusters Score -1.940318e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -19406984.000000 Penalty: 3938.408936
	Iteration 11Q: 3 clusters Score -1.940698e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173104 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -19409928.000000 Penalty: 3938.408936
	Iteration 12Q: 3 clusters Score -1.940993e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -19412194.000000 Penalty: 3938.408936
	Iteration 13Q: 3 clusters Score -1.941219e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177757 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -19413756.000000 Penalty: 3938.408936
	Iteration 14Q: 3 clusters Score -1.941376e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -19414966.000000 Penalty: 3938.408936
	Iteration 15Q: 3 clusters Score -1.941497e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179231 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -19415960.000000 Penalty: 3938.408936
	Iteration 16Q: 3 clusters Score -1.941596e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179303 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -19416830.000000 Penalty: 3938.408936
	Iteration 17Q: 3 clusters Score -1.941683e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -19417540.000000 Penalty: 3938.408936
	Iteration 18Q: 3 clusters Score -1.941754e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -19418072.000000 Penalty: 3938.408936
	Iteration 19Q: 3 clusters Score -1.941807e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178273 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -19418556.000000 Penalty: 3938.408936
	Iteration 20F: 3 clusters Score -1.941856e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177758 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -19418992.000000 Penalty: 3938.408936
	Iteration 21Q: 3 clusters Score -1.941899e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -19419340.000000 Penalty: 3938.408936
	Iteration 22Q: 3 clusters Score -1.941934e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176828 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -19419496.000000 Penalty: 3938.408936
	Iteration 23Q: 3 clusters Score -1.94195e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -19419646.000000 Penalty: 3938.408936
	Iteration 24Q: 3 clusters Score -1.941965e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176084 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -19419756.000000 Penalty: 3938.408936
	Iteration 25Q: 3 clusters Score -1.941976e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175744 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -19419896.000000 Penalty: 3938.408936
	Iteration 26Q: 3 clusters Score -1.94199e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -19419950.000000 Penalty: 3938.408936
	Iteration 27Q: 3 clusters Score -1.941995e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -19419998.000000 Penalty: 3938.408936
	Iteration 28Q: 3 clusters Score -1.942e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -19420020.000000 Penalty: 3938.408936
	Iteration 29Q: 3 clusters Score -1.942002e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174765 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -19420092.000000 Penalty: 3938.408936
	Iteration 30Q: 3 clusters Score -1.942009e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174587 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -19420110.000000 Penalty: 3938.408936
	Iteration 31Q: 3 clusters Score -1.942011e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174451 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -19420160.000000 Penalty: 3938.408936
	Iteration 32Q: 3 clusters Score -1.942016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174340 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -19420160.000000 Penalty: 3938.408936
	Iteration 33Q: 3 clusters Score -1.942016e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174243 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -19420138.000000 Penalty: 3938.408936
	Iteration 34Q: 3 clusters Score -1.942014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174177 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -19420150.000000 Penalty: 3938.408936
	Iteration 35Q: 3 clusters Score -1.942015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174118 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -19420144.000000 Penalty: 3938.408936
	Iteration 36Q: 3 clusters Score -1.942014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174063 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -19420186.000000 Penalty: 3938.408936
	Iteration 37Q: 3 clusters Score -1.942019e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -19420202.000000 Penalty: 3938.408936
	Iteration 38Q: 3 clusters Score -1.94202e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -19420194.000000 Penalty: 3938.408936
	Iteration 39Q: 3 clusters Score -1.942019e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173878 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -19420236.000000 Penalty: 3938.408936
	Iteration 40F: 3 clusters Score -1.942024e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -19420214.000000 Penalty: 3938.408936
	Iteration 41Q: 3 clusters Score -1.942021e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -19420238.000000 Penalty: 3938.408936
	Iteration 42Q: 3 clusters Score -1.942024e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173644 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -19420268.000000 Penalty: 3938.408936
	Iteration 43Q: 3 clusters Score -1.942027e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173585 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -19420288.000000 Penalty: 3938.408936
	Iteration 44Q: 3 clusters Score -1.942029e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173525 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -19420300.000000 Penalty: 3938.408936
	Iteration 45Q: 3 clusters Score -1.94203e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -19420294.000000 Penalty: 3938.408936
	Iteration 46Q: 3 clusters Score -1.942029e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173426 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -19420300.000000 Penalty: 3938.408936
	Iteration 47Q: 3 clusters Score -1.94203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173387 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -19420296.000000 Penalty: 3938.408936
	Iteration 48Q: 3 clusters Score -1.94203e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173350 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -19420312.000000 Penalty: 3938.408936
	Iteration 49Q: 3 clusters Score -1.942031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173322 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -19420306.000000 Penalty: 3938.408936
	Iteration 50Q: 3 clusters Score -1.942031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173294 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -19420308.000000 Penalty: 3938.408936
	Iteration 51Q: 3 clusters Score -1.942031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -19420286.000000 Penalty: 3938.408936
	Iteration 52Q: 3 clusters Score -1.942029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173237 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -19420310.000000 Penalty: 3938.408936
	Iteration 53Q: 3 clusters Score -1.942031e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173210 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -19420314.000000 Penalty: 3938.408936
	Iteration 54Q: 3 clusters Score -1.942031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173185 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -19420330.000000 Penalty: 3938.408936
	Iteration 55Q: 3 clusters Score -1.942033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173167 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -19420370.000000 Penalty: 3938.408936
	Iteration 56Q: 3 clusters Score -1.942037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -19420352.000000 Penalty: 3938.408936
	Iteration 57Q: 3 clusters Score -1.942035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173138 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -19420348.000000 Penalty: 3938.408936
	Iteration 58Q: 3 clusters Score -1.942035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -19420344.000000 Penalty: 3938.408936
	Iteration 59Q: 3 clusters Score -1.942034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -19420352.000000 Penalty: 3938.408936
	Iteration 60F: 3 clusters Score -1.942035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173106 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -19420342.000000 Penalty: 3938.408936
	Iteration 61Q: 3 clusters Score -1.942034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173098 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -19420346.000000 Penalty: 3938.408936
	Iteration 62Q: 3 clusters Score -1.942035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -19420348.000000 Penalty: 3938.408936
	Iteration 63Q: 3 clusters Score -1.942035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173084 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -19420342.000000 Penalty: 3938.408936
	Iteration 64Q: 3 clusters Score -1.942034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173077 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -19420338.000000 Penalty: 3938.408936
	Iteration 65Q: 3 clusters Score -1.942034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173073 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -19420338.000000 Penalty: 3938.408936
	Iteration 66Q: 3 clusters Score -1.942034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173072 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -19420354.000000 Penalty: 3938.408936
	Iteration 67Q: 3 clusters Score -1.942035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173069 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -19420346.000000 Penalty: 3938.408936
	Iteration 68Q: 3 clusters Score -1.942035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -19420356.000000 Penalty: 3938.408936
	Iteration 69Q: 3 clusters Score -1.942036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -19420354.000000 Penalty: 3938.408936
	Iteration 70Q: 3 clusters Score -1.942035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173052 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -19420346.000000 Penalty: 3938.408936
	Iteration 71Q: 3 clusters Score -1.942035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173047 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -19420360.000000 Penalty: 3938.408936
	Iteration 72Q: 3 clusters Score -1.942036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -19420360.000000 Penalty: 3938.408936
	Iteration 73Q: 3 clusters Score -1.942036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173045 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -19420348.000000 Penalty: 3938.408936
	Iteration 74Q: 3 clusters Score -1.942035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173044 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -19420352.000000 Penalty: 3938.408936
	Iteration 75Q: 3 clusters Score -1.942035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173043 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -19420360.000000 Penalty: 3938.408936
	Iteration 76Q: 3 clusters Score -1.942036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -19420362.000000 Penalty: 3938.408936
	Iteration 77Q: 3 clusters Score -1.942036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173041 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -19420362.000000 Penalty: 3938.408936
	Iteration 78Q: 3 clusters Score -1.942036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173041 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -19420362.000000 Penalty: 3938.408936
	Iteration 79F: 3 clusters Score -1.942036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 61868 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 173041 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 30947 members 
Mstep: Class 28 contains 3983 members 
Mstep: Class 29 contains 7495 members 
Mstep: Class 30 contains 10131 members 
Entering Unmasked Estep 
Score: -100892456.000000 Penalty: 67219.984375
Splitting cluster 19 changes total score from -100856312.000000 to -100892456.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -1164110.625000 Penalty: 1514.398315
	Iteration 0F: 2 clusters Score -1164111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1156260.750000 Penalty: 3028.796631
	Iteration 0F: 3 clusters Score -1156261 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1160094.375000 Penalty: 3028.796631
	Iteration 1F: 3 clusters Score -1160094 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1162575.250000 Penalty: 3028.796631
	Iteration 2F: 3 clusters Score -1162575 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1164797.625000 Penalty: 3028.796631
	Iteration 3F: 3 clusters Score -1164798 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1166043.000000 Penalty: 3028.796631
	Iteration 4F: 3 clusters Score -1166043 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1166668.250000 Penalty: 3028.796631
	Iteration 5Q: 3 clusters Score -1166668 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1166876.875000 Penalty: 3028.796631
	Iteration 6Q: 3 clusters Score -1166877 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1166928.875000 Penalty: 3028.796631
	Iteration 7Q: 3 clusters Score -1166929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1166948.875000 Penalty: 3028.796631
	Iteration 8Q: 3 clusters Score -1166949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1166960.250000 Penalty: 3028.796631
	Iteration 9Q: 3 clusters Score -1166960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1166960.875000 Penalty: 3028.796631
	Iteration 10Q: 3 clusters Score -1166961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1166964.375000 Penalty: 3028.796631
	Iteration 11Q: 3 clusters Score -1166964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1166962.625000 Penalty: 3028.796631
	Iteration 12Q: 3 clusters Score -1166963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1166964.375000 Penalty: 3028.796631
	Iteration 13Q: 3 clusters Score -1166964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1166965.125000 Penalty: 3028.796631
	Iteration 14Q: 3 clusters Score -1166965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1166965.125000 Penalty: 3028.796631
	Iteration 15F: 3 clusters Score -1166965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 61868 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 173041 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 30947 members 
Mstep: Class 28 contains 3983 members 
Mstep: Class 29 contains 7495 members 
Mstep: Class 30 contains 10131 members 
Mstep: Class 31 contains 9401 members 
Entering Unmasked Estep 
Score: -100894648.000000 Penalty: 69460.656250
Splitting cluster 20 changes total score from -100856312.000000 to -100894648.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -429751.500000 Penalty: 1345.327148
	Iteration 0F: 2 clusters Score -429751.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -426415.437500 Penalty: 2690.654297
	Iteration 0F: 3 clusters Score -426415.4 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -427254.250000 Penalty: 2690.654297
	Iteration 1F: 3 clusters Score -427254.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -427463.281250 Penalty: 2690.654297
	Iteration 2F: 3 clusters Score -427463.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -427594.718750 Penalty: 2690.654297
	Iteration 3F: 3 clusters Score -427594.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -427700.187500 Penalty: 2690.654297
	Iteration 4Q: 3 clusters Score -427700.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -427786.343750 Penalty: 2690.654297
	Iteration 5Q: 3 clusters Score -427786.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -427871.156250 Penalty: 2690.654297
	Iteration 6Q: 3 clusters Score -427871.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -427933.937500 Penalty: 2690.654297
	Iteration 7Q: 3 clusters Score -427933.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -427987.406250 Penalty: 2690.654297
	Iteration 8Q: 3 clusters Score -427987.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -428026.812500 Penalty: 2690.654297
	Iteration 9Q: 3 clusters Score -428026.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -428071.687500 Penalty: 2690.654297
	Iteration 10Q: 3 clusters Score -428071.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -428123.593750 Penalty: 2690.654297
	Iteration 11Q: 3 clusters Score -428123.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428183.781250 Penalty: 2690.654297
	Iteration 12Q: 3 clusters Score -428183.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -428262.312500 Penalty: 2690.654297
	Iteration 13Q: 3 clusters Score -428262.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -428380.250000 Penalty: 2690.654297
	Iteration 14Q: 3 clusters Score -428380.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -428530.156250 Penalty: 2690.654297
	Iteration 15Q: 3 clusters Score -428530.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -428680.250000 Penalty: 2690.654297
	Iteration 16Q: 3 clusters Score -428680.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -428813.406250 Penalty: 2690.654297
	Iteration 17Q: 3 clusters Score -428813.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -428984.031250 Penalty: 2690.654297
	Iteration 18Q: 3 clusters Score -428984 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -429142.625000 Penalty: 2690.654297
	Iteration 19Q: 3 clusters Score -429142.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -429279.718750 Penalty: 2690.654297
	Iteration 20F: 3 clusters Score -429279.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -429400.531250 Penalty: 2690.654297
	Iteration 21Q: 3 clusters Score -429400.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -429500.187500 Penalty: 2690.654297
	Iteration 22Q: 3 clusters Score -429500.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -429545.312500 Penalty: 2690.654297
	Iteration 23Q: 3 clusters Score -429545.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -429578.062500 Penalty: 2690.654297
	Iteration 24Q: 3 clusters Score -429578.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -429603.500000 Penalty: 2690.654297
	Iteration 25Q: 3 clusters Score -429603.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -429624.718750 Penalty: 2690.654297
	Iteration 26Q: 3 clusters Score -429624.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -429639.187500 Penalty: 2690.654297
	Iteration 27Q: 3 clusters Score -429639.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -429654.000000 Penalty: 2690.654297
	Iteration 28Q: 3 clusters Score -429654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -429664.843750 Penalty: 2690.654297
	Iteration 29Q: 3 clusters Score -429664.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -429679.812500 Penalty: 2690.654297
	Iteration 30Q: 3 clusters Score -429679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -429694.187500 Penalty: 2690.654297
	Iteration 31Q: 3 clusters Score -429694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -429697.843750 Penalty: 2690.654297
	Iteration 32Q: 3 clusters Score -429697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -429703.593750 Penalty: 2690.654297
	Iteration 33Q: 3 clusters Score -429703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -429704.656250 Penalty: 2690.654297
	Iteration 34Q: 3 clusters Score -429704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -429705.437500 Penalty: 2690.654297
	Iteration 35Q: 3 clusters Score -429705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -429707.000000 Penalty: 2690.654297
	Iteration 36Q: 3 clusters Score -429707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -429707.437500 Penalty: 2690.654297
	Iteration 37Q: 3 clusters Score -429707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -429707.437500 Penalty: 2690.654297
	Iteration 38F: 3 clusters Score -429707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (111185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Entering Unmasked Estep 
Score: -11895255.000000 Penalty: 1888.079468
	Iteration 0F: 2 clusters Score -1.189526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -11821746.000000 Penalty: 3776.158936
	Iteration 0F: 3 clusters Score -1.182175e+07 nChanged 53282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -11853107.000000 Penalty: 3776.158936
	Iteration 1F: 3 clusters Score -1.185311e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -11854199.000000 Penalty: 3776.158936
	Iteration 2Q: 3 clusters Score -1.18542e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -11855513.000000 Penalty: 3776.158936
	Iteration 3Q: 3 clusters Score -1.185551e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -11857284.000000 Penalty: 3776.158936
	Iteration 4Q: 3 clusters Score -1.185728e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -11859610.000000 Penalty: 3776.158936
	Iteration 5Q: 3 clusters Score -1.185961e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -11862540.000000 Penalty: 3776.158936
	Iteration 6Q: 3 clusters Score -1.186254e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -11865641.000000 Penalty: 3776.158936
	Iteration 7F: 3 clusters Score -1.186564e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -11868338.000000 Penalty: 3776.158936
	Iteration 8F: 3 clusters Score -1.186834e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -11870530.000000 Penalty: 3776.158936
	Iteration 9Q: 3 clusters Score -1.187053e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -11872306.000000 Penalty: 3776.158936
	Iteration 10Q: 3 clusters Score -1.187231e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -11874310.000000 Penalty: 3776.158936
	Iteration 11Q: 3 clusters Score -1.187431e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -11876477.000000 Penalty: 3776.158936
	Iteration 12Q: 3 clusters Score -1.187648e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -11878843.000000 Penalty: 3776.158936
	Iteration 13Q: 3 clusters Score -1.187884e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -11881526.000000 Penalty: 3776.158936
	Iteration 14Q: 3 clusters Score -1.188153e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -11884377.000000 Penalty: 3776.158936
	Iteration 15Q: 3 clusters Score -1.188438e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -11887034.000000 Penalty: 3776.158936
	Iteration 16Q: 3 clusters Score -1.188703e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -11889319.000000 Penalty: 3776.158936
	Iteration 17Q: 3 clusters Score -1.188932e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -11890870.000000 Penalty: 3776.158936
	Iteration 18Q: 3 clusters Score -1.189087e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -11891878.000000 Penalty: 3776.158936
	Iteration 19Q: 3 clusters Score -1.189188e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -11892501.000000 Penalty: 3776.158936
	Iteration 20F: 3 clusters Score -1.18925e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -11892906.000000 Penalty: 3776.158936
	Iteration 21Q: 3 clusters Score -1.189291e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 109984 members 
Entering Unmasked Estep 
Score: -11893168.000000 Penalty: 3776.158936
	Iteration 22Q: 3 clusters Score -1.189317e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 110262 members 
Entering Unmasked Estep 
Score: -11893308.000000 Penalty: 3776.158936
	Iteration 23Q: 3 clusters Score -1.189331e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -11893425.000000 Penalty: 3776.158936
	Iteration 24Q: 3 clusters Score -1.189342e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -11893487.000000 Penalty: 3776.158936
	Iteration 25Q: 3 clusters Score -1.189349e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -11893512.000000 Penalty: 3776.158936
	Iteration 26Q: 3 clusters Score -1.189351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -11893567.000000 Penalty: 3776.158936
	Iteration 27Q: 3 clusters Score -1.189357e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -11893582.000000 Penalty: 3776.158936
	Iteration 28Q: 3 clusters Score -1.189358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -11893585.000000 Penalty: 3776.158936
	Iteration 29Q: 3 clusters Score -1.189358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -11893605.000000 Penalty: 3776.158936
	Iteration 30Q: 3 clusters Score -1.18936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -11893619.000000 Penalty: 3776.158936
	Iteration 31Q: 3 clusters Score -1.189362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -11893625.000000 Penalty: 3776.158936
	Iteration 32Q: 3 clusters Score -1.189362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -11893644.000000 Penalty: 3776.158936
	Iteration 33Q: 3 clusters Score -1.189364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -11893650.000000 Penalty: 3776.158936
	Iteration 34Q: 3 clusters Score -1.189365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 110749 members 
Entering Unmasked Estep 
Score: -11893647.000000 Penalty: 3776.158936
	Iteration 35Q: 3 clusters Score -1.189365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -11893658.000000 Penalty: 3776.158936
	Iteration 36Q: 3 clusters Score -1.189366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 110763 members 
Entering Unmasked Estep 
Score: -11893668.000000 Penalty: 3776.158936
	Iteration 37Q: 3 clusters Score -1.189367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -11893668.000000 Penalty: 3776.158936
	Iteration 38Q: 3 clusters Score -1.189367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 110772 members 
Entering Unmasked Estep 
Score: -11893672.000000 Penalty: 3776.158936
	Iteration 39Q: 3 clusters Score -1.189367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -11893683.000000 Penalty: 3776.158936
	Iteration 40F: 3 clusters Score -1.189368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -11893698.000000 Penalty: 3776.158936
	Iteration 41Q: 3 clusters Score -1.18937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -11893695.000000 Penalty: 3776.158936
	Iteration 42Q: 3 clusters Score -1.18937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -11893699.000000 Penalty: 3776.158936
	Iteration 43Q: 3 clusters Score -1.18937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 110793 members 
Entering Unmasked Estep 
Score: -11893704.000000 Penalty: 3776.158936
	Iteration 44Q: 3 clusters Score -1.18937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -11893707.000000 Penalty: 3776.158936
	Iteration 45Q: 3 clusters Score -1.189371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -11893723.000000 Penalty: 3776.158936
	Iteration 46Q: 3 clusters Score -1.189372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -11893725.000000 Penalty: 3776.158936
	Iteration 47Q: 3 clusters Score -1.189372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -11893725.000000 Penalty: 3776.158936
	Iteration 48Q: 3 clusters Score -1.189372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 110793 members 
Entering Unmasked Estep 
Score: -11893728.000000 Penalty: 3776.158936
	Iteration 49Q: 3 clusters Score -1.189373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -11893725.000000 Penalty: 3776.158936
	Iteration 50Q: 3 clusters Score -1.189372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -11893725.000000 Penalty: 3776.158936
	Iteration 51Q: 3 clusters Score -1.189372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -11893725.000000 Penalty: 3776.158936
	Iteration 52F: 3 clusters Score -1.189372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (88550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Entering Unmasked Estep 
Score: -9592467.000000 Penalty: 1851.089966
	Iteration 0F: 2 clusters Score -9592467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -9533013.000000 Penalty: 3702.179932
	Iteration 0F: 3 clusters Score -9533013 nChanged 42278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -9557749.000000 Penalty: 3702.179932
	Iteration 1F: 3 clusters Score -9557749 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -9558935.000000 Penalty: 3702.179932
	Iteration 2Q: 3 clusters Score -9558935 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -9560860.000000 Penalty: 3702.179932
	Iteration 3Q: 3 clusters Score -9560860 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -9564522.000000 Penalty: 3702.179932
	Iteration 4F: 3 clusters Score -9564522 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -9570517.000000 Penalty: 3702.179932
	Iteration 5F: 3 clusters Score -9570517 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -9577896.000000 Penalty: 3702.179932
	Iteration 6F: 3 clusters Score -9577896 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -9584571.000000 Penalty: 3702.179932
	Iteration 7F: 3 clusters Score -9584571 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -9588403.000000 Penalty: 3702.179932
	Iteration 8Q: 3 clusters Score -9588403 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -9589947.000000 Penalty: 3702.179932
	Iteration 9Q: 3 clusters Score -9589947 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -9590506.000000 Penalty: 3702.179932
	Iteration 10Q: 3 clusters Score -9590506 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -9590743.000000 Penalty: 3702.179932
	Iteration 11Q: 3 clusters Score -9590743 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 88080 members 
Entering Unmasked Estep 
Score: -9590869.000000 Penalty: 3702.179932
	Iteration 12Q: 3 clusters Score -9590869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -9590931.000000 Penalty: 3702.179932
	Iteration 13Q: 3 clusters Score -9590931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -9590968.000000 Penalty: 3702.179932
	Iteration 14Q: 3 clusters Score -9590968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -9591019.000000 Penalty: 3702.179932
	Iteration 15Q: 3 clusters Score -9591019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -9591048.000000 Penalty: 3702.179932
	Iteration 16Q: 3 clusters Score -9591048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -9591092.000000 Penalty: 3702.179932
	Iteration 17Q: 3 clusters Score -9591092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -9591114.000000 Penalty: 3702.179932
	Iteration 18Q: 3 clusters Score -9591114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -9591142.000000 Penalty: 3702.179932
	Iteration 19Q: 3 clusters Score -9591142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -9591158.000000 Penalty: 3702.179932
	Iteration 20F: 3 clusters Score -9591158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -9591169.000000 Penalty: 3702.179932
	Iteration 21Q: 3 clusters Score -9591169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -9591191.000000 Penalty: 3702.179932
	Iteration 22Q: 3 clusters Score -9591191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -9591206.000000 Penalty: 3702.179932
	Iteration 23Q: 3 clusters Score -9591206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -9591213.000000 Penalty: 3702.179932
	Iteration 24Q: 3 clusters Score -9591213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -9591214.000000 Penalty: 3702.179932
	Iteration 25Q: 3 clusters Score -9591214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -9591223.000000 Penalty: 3702.179932
	Iteration 26Q: 3 clusters Score -9591223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -9591223.000000 Penalty: 3702.179932
	Iteration 27Q: 3 clusters Score -9591223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -9591228.000000 Penalty: 3702.179932
	Iteration 28Q: 3 clusters Score -9591228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -9591227.000000 Penalty: 3702.179932
	Iteration 29Q: 3 clusters Score -9591227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -9591225.000000 Penalty: 3702.179932
	Iteration 30Q: 3 clusters Score -9591225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -9591229.000000 Penalty: 3702.179932
	Iteration 31Q: 3 clusters Score -9591229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -9591232.000000 Penalty: 3702.179932
	Iteration 32Q: 3 clusters Score -9591232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -9591233.000000 Penalty: 3702.179932
	Iteration 33Q: 3 clusters Score -9591233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -9591233.000000 Penalty: 3702.179932
	Iteration 34Q: 3 clusters Score -9591233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -9591233.000000 Penalty: 3702.179932
	Iteration 35F: 3 clusters Score -9591233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 202696 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 61868 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 173041 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 111185 members 
Mstep: Class 23 contains 88550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906768.000000 Penalty: 69460.656250
Iteration 39Q: 32 clusters Score -1.009068e+08 nChanged 20621
Entering Unmasked Mstep 
Mstep: Class 0 contains 377 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 7506 members 
Mstep: Class 3 contains 5195 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 9139 members 
Mstep: Class 7 contains 94176 members 
Mstep: Class 8 contains 202233 members 
Mstep: Class 9 contains 23448 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 3909 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 1731 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 61046 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 19124 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 177693 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 3736 members 
Mstep: Class 22 contains 111211 members 
Mstep: Class 23 contains 89747 members 
Mstep: Class 24 contains 9305 members 
Mstep: Class 25 contains 965 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 28883 members 
Mstep: Class 28 contains 4192 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 10138 members 
Mstep: Class 31 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100924968.000000 Penalty: 69460.656250
Iteration 40F: 32 clusters Score -1.00925e+08 nChanged 18291
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 5181 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 538 members 
Mstep: Class 6 contains 9109 members 
Mstep: Class 7 contains 93292 members 
Mstep: Class 8 contains 200493 members 
Mstep: Class 9 contains 22586 members 
Mstep: Class 10 contains 10245 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 60026 members 
Mstep: Class 16 contains 11670 members 
Mstep: Class 17 contains 18883 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 180179 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 111005 members 
Mstep: Class 23 contains 91796 members 
Mstep: Class 24 contains 9429 members 
Mstep: Class 25 contains 937 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 29476 members 
Mstep: Class 28 contains 5102 members 
Mstep: Class 29 contains 7014 members 
Mstep: Class 30 contains 10406 members 
Mstep: Class 31 contains 8707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100936840.000000 Penalty: 69460.656250
Iteration 41Q: 32 clusters Score -1.009368e+08 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 9055 members 
Mstep: Class 7 contains 92837 members 
Mstep: Class 8 contains 198595 members 
Mstep: Class 9 contains 21858 members 
Mstep: Class 10 contains 10231 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 14 contains 2185 members 
Mstep: Class 15 contains 59525 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 18724 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 182247 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 110873 members 
Mstep: Class 23 contains 94012 members 
Mstep: Class 24 contains 9402 members 
Mstep: Class 25 contains 929 members 
Mstep: Class 26 contains 1675 members 
Mstep: Class 27 contains 29794 members 
Mstep: Class 28 contains 5599 members 
Mstep: Class 29 contains 7131 members 
Mstep: Class 30 contains 10707 members 
Mstep: Class 31 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100943568.000000 Penalty: 69460.656250
Iteration 42Q: 32 clusters Score -1.009436e+08 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 8529 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 8927 members 
Mstep: Class 7 contains 92574 members 
Mstep: Class 8 contains 196706 members 
Mstep: Class 9 contains 21275 members 
Mstep: Class 10 contains 10263 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 59264 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 18612 members 
Mstep: Class 18 contains 5540 members 
Mstep: Class 19 contains 184076 members 
Mstep: Class 20 contains 1770 members 
Mstep: Class 21 contains 3054 members 
Mstep: Class 22 contains 110748 members 
Mstep: Class 23 contains 96324 members 
Mstep: Class 24 contains 9360 members 
Mstep: Class 25 contains 922 members 
Mstep: Class 26 contains 1777 members 
Mstep: Class 27 contains 29911 members 
Mstep: Class 28 contains 5872 members 
Mstep: Class 29 contains 7306 members 
Mstep: Class 30 contains 11015 members 
Mstep: Class 31 contains 8735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100949288.000000 Penalty: 69460.656250
Iteration 43Q: 32 clusters Score -1.009493e+08 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 92369 members 
Mstep: Class 8 contains 194829 members 
Mstep: Class 9 contains 20937 members 
Mstep: Class 10 contains 10283 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 2167 members 
Mstep: Class 15 contains 59121 members 
Mstep: Class 16 contains 12215 members 
Mstep: Class 17 contains 18494 members 
Mstep: Class 18 contains 5955 members 
Mstep: Class 19 contains 185735 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 2851 members 
Mstep: Class 22 contains 110594 members 
Mstep: Class 23 contains 98798 members 
Mstep: Class 24 contains 9329 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1809 members 
Mstep: Class 27 contains 29852 members 
Mstep: Class 28 contains 6065 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 11343 members 
Mstep: Class 31 contains 8730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100955112.000000 Penalty: 69460.656250
Iteration 44Q: 32 clusters Score -1.009551e+08 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 8920 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 437 members 
Mstep: Class 6 contains 8599 members 
Mstep: Class 7 contains 92234 members 
Mstep: Class 8 contains 193102 members 
Mstep: Class 9 contains 20746 members 
Mstep: Class 10 contains 10292 members 
Mstep: Class 11 contains 2898 members 
Mstep: Class 12 contains 3602 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 2148 members 
Mstep: Class 15 contains 59046 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 18397 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 187002 members 
Mstep: Class 20 contains 1592 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 110409 members 
Mstep: Class 23 contains 101217 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 915 members 
Mstep: Class 26 contains 1812 members 
Mstep: Class 27 contains 29729 members 
Mstep: Class 28 contains 6208 members 
Mstep: Class 29 contains 7719 members 
Mstep: Class 30 contains 11691 members 
Mstep: Class 31 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100959920.000000 Penalty: 69460.656250
Iteration 45Q: 32 clusters Score -1.009599e+08 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 3671 members 
Mstep: Class 5 contains 434 members 
Mstep: Class 6 contains 8336 members 
Mstep: Class 7 contains 92070 members 
Mstep: Class 8 contains 191485 members 
Mstep: Class 9 contains 20642 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 59019 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 18288 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 188039 members 
Mstep: Class 20 contains 1497 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 110206 members 
Mstep: Class 23 contains 103614 members 
Mstep: Class 24 contains 9259 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 29534 members 
Mstep: Class 28 contains 6312 members 
Mstep: Class 29 contains 7891 members 
Mstep: Class 30 contains 12050 members 
Mstep: Class 31 contains 8712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100964816.000000 Penalty: 69460.656250
Iteration 46Q: 32 clusters Score -1.009648e+08 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 4312 members 
Mstep: Class 4 contains 4296 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 91894 members 
Mstep: Class 8 contains 190055 members 
Mstep: Class 9 contains 20629 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 58969 members 
Mstep: Class 16 contains 12384 members 
Mstep: Class 17 contains 18156 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 188987 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 109971 members 
Mstep: Class 23 contains 105889 members 
Mstep: Class 24 contains 9249 members 
Mstep: Class 25 contains 909 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 29309 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 8045 members 
Mstep: Class 30 contains 12389 members 
Mstep: Class 31 contains 8695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100969600.000000 Penalty: 69460.656250
Iteration 47Q: 32 clusters Score -1.009696e+08 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 9274 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 7760 members 
Mstep: Class 7 contains 91712 members 
Mstep: Class 8 contains 188876 members 
Mstep: Class 9 contains 20691 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 15 contains 58874 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 18015 members 
Mstep: Class 18 contains 7390 members 
Mstep: Class 19 contains 189702 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 1956 members 
Mstep: Class 22 contains 109697 members 
Mstep: Class 23 contains 107993 members 
Mstep: Class 24 contains 9245 members 
Mstep: Class 25 contains 908 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 29002 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 8217 members 
Mstep: Class 30 contains 12716 members 
Mstep: Class 31 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100974392.000000 Penalty: 69460.656250
Iteration 48Q: 32 clusters Score -1.009744e+08 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 9346 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 7458 members 
Mstep: Class 7 contains 91491 members 
Mstep: Class 8 contains 187967 members 
Mstep: Class 9 contains 20830 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 3500 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 58744 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 17900 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 190263 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 109389 members 
Mstep: Class 23 contains 109788 members 
Mstep: Class 24 contains 9262 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 28662 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 8367 members 
Mstep: Class 30 contains 13074 members 
Mstep: Class 31 contains 8673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100978368.000000 Penalty: 69460.656250
Iteration 49Q: 32 clusters Score -1.009784e+08 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 6659 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 91268 members 
Mstep: Class 8 contains 187258 members 
Mstep: Class 9 contains 20964 members 
Mstep: Class 10 contains 10338 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 58589 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 17779 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 190625 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 109057 members 
Mstep: Class 23 contains 111292 members 
Mstep: Class 24 contains 9268 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 28373 members 
Mstep: Class 28 contains 6741 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 13439 members 
Mstep: Class 31 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2109.867188 but Gain 2240.671875
Score: -100981400.000000 Penalty: 67219.984375
Iteration 50Q: 31 clusters Score -1.009814e+08 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 91085 members 
Mstep: Class 8 contains 186810 members 
Mstep: Class 9 contains 21107 members 
Mstep: Class 10 contains 10352 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 3398 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 58429 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 17919 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 190993 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 22 contains 108915 members 
Mstep: Class 23 contains 112957 members 
Mstep: Class 24 contains 9270 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 1810 members 
Mstep: Class 27 contains 28208 members 
Mstep: Class 28 contains 6826 members 
Mstep: Class 29 contains 8761 members 
Mstep: Class 30 contains 13772 members 
Mstep: Class 31 contains 8678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100985552.000000 Penalty: 67219.984375
Iteration 51Q: 31 clusters Score -1.009856e+08 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 8316 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 90922 members 
Mstep: Class 8 contains 186201 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 58262 members 
Mstep: Class 16 contains 12334 members 
Mstep: Class 17 contains 17798 members 
Mstep: Class 18 contains 8449 members 
Mstep: Class 19 contains 190931 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 22 contains 108513 members 
Mstep: Class 23 contains 114218 members 
Mstep: Class 24 contains 9260 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 1806 members 
Mstep: Class 27 contains 28009 members 
Mstep: Class 28 contains 6904 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 14114 members 
Mstep: Class 31 contains 8678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100987512.000000 Penalty: 67219.984375
Iteration 52Q: 31 clusters Score -1.009875e+08 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 3818 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 6423 members 
Mstep: Class 7 contains 90787 members 
Mstep: Class 8 contains 185697 members 
Mstep: Class 9 contains 21346 members 
Mstep: Class 10 contains 10384 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 58146 members 
Mstep: Class 16 contains 12306 members 
Mstep: Class 17 contains 17666 members 
Mstep: Class 18 contains 8630 members 
Mstep: Class 19 contains 190728 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 22 contains 108210 members 
Mstep: Class 23 contains 115348 members 
Mstep: Class 24 contains 9262 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 1802 members 
Mstep: Class 27 contains 27854 members 
Mstep: Class 28 contains 6971 members 
Mstep: Class 29 contains 9212 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 8679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100989520.000000 Penalty: 67219.984375
Iteration 53Q: 31 clusters Score -1.009895e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 9748 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 9387 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 90675 members 
Mstep: Class 8 contains 185279 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 58046 members 
Mstep: Class 16 contains 12290 members 
Mstep: Class 17 contains 17493 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 190544 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 22 contains 107972 members 
Mstep: Class 23 contains 116351 members 
Mstep: Class 24 contains 9263 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 1800 members 
Mstep: Class 27 contains 27724 members 
Mstep: Class 28 contains 7027 members 
Mstep: Class 29 contains 9426 members 
Mstep: Class 30 contains 14766 members 
Mstep: Class 31 contains 8679 members 
Entering Unmasked Estep 
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Score: -100990376.000000 Penalty: 67219.984375
Iteration 54Q: 31 clusters Score -1.009904e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 90593 members 
Mstep: Class 8 contains 184938 members 
Mstep: Class 9 contains 21487 members 
Mstep: Class 10 contains 10403 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 57968 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 17356 members 
Mstep: Class 18 contains 8907 members 
Mstep: Class 19 contains 190380 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 22 contains 107774 members 
Mstep: Class 23 contains 117233 members 
Mstep: Class 24 contains 9272 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 27599 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 9629 members 
Mstep: Class 30 contains 15033 members 
Mstep: Class 31 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100991400.000000 Penalty: 67219.984375
Iteration 55Q: 31 clusters Score -1.009914e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 9892 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 10072 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 5783 members 
Mstep: Class 7 contains 90534 members 
Mstep: Class 8 contains 184699 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 10422 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 57901 members 
Mstep: Class 16 contains 12266 members 
Mstep: Class 17 contains 17215 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 190227 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 22 contains 107615 members 
Mstep: Class 23 contains 117982 members 
Mstep: Class 24 contains 9267 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 1795 members 
Mstep: Class 27 contains 27489 members 
Mstep: Class 28 contains 7071 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 15290 members 
Mstep: Class 31 contains 8677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100992280.000000 Penalty: 67219.984375
Iteration 56Q: 31 clusters Score -1.009923e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 9959 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 90490 members 
Mstep: Class 8 contains 184501 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 10431 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 57841 members 
Mstep: Class 16 contains 12255 members 
Mstep: Class 17 contains 17091 members 
Mstep: Class 18 contains 9089 members 
Mstep: Class 19 contains 190109 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 22 contains 107497 members 
Mstep: Class 23 contains 118594 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 27399 members 
Mstep: Class 28 contains 7070 members 
Mstep: Class 29 contains 10030 members 
Mstep: Class 30 contains 15519 members 
Mstep: Class 31 contains 8680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100992856.000000 Penalty: 67219.984375
Iteration 57Q: 31 clusters Score -1.009929e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 10008 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 10505 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 5370 members 
Mstep: Class 7 contains 90454 members 
Mstep: Class 8 contains 184358 members 
Mstep: Class 9 contains 21588 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 2184 members 
Mstep: Class 15 contains 57814 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 16993 members 
Mstep: Class 18 contains 9150 members 
Mstep: Class 19 contains 189931 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 22 contains 107400 members 
Mstep: Class 23 contains 119124 members 
Mstep: Class 24 contains 9285 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 1790 members 
Mstep: Class 27 contains 27338 members 
Mstep: Class 28 contains 7074 members 
Mstep: Class 29 contains 10206 members 
Mstep: Class 30 contains 15741 members 
Mstep: Class 31 contains 8679 members 
Entering Unmasked Estep 
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Score: -100993592.000000 Penalty: 67219.984375
Iteration 58Q: 31 clusters Score -1.009936e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 90425 members 
Mstep: Class 8 contains 184205 members 
Mstep: Class 9 contains 21618 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 57776 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 16913 members 
Mstep: Class 18 contains 9201 members 
Mstep: Class 19 contains 189772 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 22 contains 107329 members 
Mstep: Class 23 contains 119613 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 1789 members 
Mstep: Class 27 contains 27267 members 
Mstep: Class 28 contains 7075 members 
Mstep: Class 29 contains 10389 members 
Mstep: Class 30 contains 15944 members 
Mstep: Class 31 contains 8680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100994624.000000 Penalty: 67219.984375
Iteration 59Q: 31 clusters Score -1.009946e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 10790 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 90408 members 
Mstep: Class 8 contains 184084 members 
Mstep: Class 9 contains 21641 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 57730 members 
Mstep: Class 16 contains 12227 members 
Mstep: Class 17 contains 16827 members 
Mstep: Class 18 contains 9236 members 
Mstep: Class 19 contains 189637 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 22 contains 107270 members 
Mstep: Class 23 contains 120038 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 1789 members 
Mstep: Class 27 contains 27202 members 
Mstep: Class 28 contains 7081 members 
Mstep: Class 29 contains 10554 members 
Mstep: Class 30 contains 16147 members 
Mstep: Class 31 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100998672.000000 Penalty: 67219.984375
Iteration 60F: 31 clusters Score -1.009987e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 10154 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 90400 members 
Mstep: Class 8 contains 184003 members 
Mstep: Class 9 contains 21660 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 15 contains 57666 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 16740 members 
Mstep: Class 18 contains 9491 members 
Mstep: Class 19 contains 189297 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 22 contains 107036 members 
Mstep: Class 23 contains 120212 members 
Mstep: Class 24 contains 9268 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 27146 members 
Mstep: Class 28 contains 7083 members 
Mstep: Class 29 contains 10703 members 
Mstep: Class 30 contains 16304 members 
Mstep: Class 31 contains 8685 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -1.010014e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 10191 members 
Mstep: Class 3 contains 3858 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 90381 members 
Mstep: Class 8 contains 183867 members 
Mstep: Class 9 contains 21682 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 57649 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 16657 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 189048 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 22 contains 106884 members 
Mstep: Class 23 contains 120360 members 
Mstep: Class 24 contains 9266 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 27100 members 
Mstep: Class 28 contains 7094 members 
Mstep: Class 29 contains 10871 members 
Mstep: Class 30 contains 16466 members 
Mstep: Class 31 contains 8688 members 
Entering Unmasked Estep 
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Score: -101002744.000000 Penalty: 67219.984375
Iteration 62Q: 31 clusters Score -1.010027e+08 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 10208 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 12011 members 
Mstep: Class 5 contains 437 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 90370 members 
Mstep: Class 8 contains 183730 members 
Mstep: Class 9 contains 21702 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 2296 members 
Mstep: Class 15 contains 57622 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 16598 members 
Mstep: Class 18 contains 10029 members 
Mstep: Class 19 contains 188841 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 22 contains 106759 members 
Mstep: Class 23 contains 120487 members 
Mstep: Class 24 contains 9259 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 27077 members 
Mstep: Class 28 contains 7104 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 16596 members 
Mstep: Class 31 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101003968.000000 Penalty: 67219.984375
Iteration 63Q: 31 clusters Score -1.01004e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 10211 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 434 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 90356 members 
Mstep: Class 8 contains 183595 members 
Mstep: Class 9 contains 21724 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 10265 members 
Mstep: Class 19 contains 188661 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 22 contains 106667 members 
Mstep: Class 23 contains 120578 members 
Mstep: Class 24 contains 9257 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 27055 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 11192 members 
Mstep: Class 30 contains 16731 members 
Mstep: Class 31 contains 8693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101004560.000000 Penalty: 67219.984375
Iteration 64Q: 31 clusters Score -1.010046e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 10217 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 12418 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 90341 members 
Mstep: Class 8 contains 183484 members 
Mstep: Class 9 contains 21740 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 2840 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 57590 members 
Mstep: Class 16 contains 12215 members 
Mstep: Class 17 contains 16495 members 
Mstep: Class 18 contains 10464 members 
Mstep: Class 19 contains 188556 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 22 contains 106598 members 
Mstep: Class 23 contains 120632 members 
Mstep: Class 24 contains 9248 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 1800 members 
Mstep: Class 27 contains 27027 members 
Mstep: Class 28 contains 7119 members 
Mstep: Class 29 contains 11317 members 
Mstep: Class 30 contains 16839 members 
Mstep: Class 31 contains 8694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101005112.000000 Penalty: 67219.984375
Iteration 65Q: 31 clusters Score -1.010051e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 10245 members 
Mstep: Class 3 contains 3919 members 
Mstep: Class 4 contains 12558 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 4200 members 
Mstep: Class 7 contains 90320 members 
Mstep: Class 8 contains 183361 members 
Mstep: Class 9 contains 21769 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 2812 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 57576 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 16443 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 188449 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 22 contains 106551 members 
Mstep: Class 23 contains 120668 members 
Mstep: Class 24 contains 9248 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 1800 members 
Mstep: Class 27 contains 26995 members 
Mstep: Class 28 contains 7127 members 
Mstep: Class 29 contains 11407 members 
Mstep: Class 30 contains 16936 members 
Mstep: Class 31 contains 8694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101005312.000000 Penalty: 67219.984375
Iteration 66Q: 31 clusters Score -1.010053e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 3934 members 
Mstep: Class 4 contains 12700 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 90299 members 
Mstep: Class 8 contains 183246 members 
Mstep: Class 9 contains 21787 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 57570 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 16419 members 
Mstep: Class 18 contains 10860 members 
Mstep: Class 19 contains 188310 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 22 contains 106496 members 
Mstep: Class 23 contains 120707 members 
Mstep: Class 24 contains 9256 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 1800 members 
Mstep: Class 27 contains 26966 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 11484 members 
Mstep: Class 30 contains 17045 members 
Mstep: Class 31 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101005736.000000 Penalty: 67219.984375
Iteration 67Q: 31 clusters Score -1.010057e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 90290 members 
Mstep: Class 8 contains 183172 members 
Mstep: Class 9 contains 21801 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 2746 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 57547 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 188210 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 22 contains 106450 members 
Mstep: Class 23 contains 120718 members 
Mstep: Class 24 contains 9255 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26954 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 11555 members 
Mstep: Class 30 contains 17142 members 
Mstep: Class 31 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006032.000000 Penalty: 67219.984375
Iteration 68Q: 31 clusters Score -1.01006e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 10285 members 
Mstep: Class 3 contains 3955 members 
Mstep: Class 4 contains 12931 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 90281 members 
Mstep: Class 8 contains 183111 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 57540 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 16365 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 188121 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 22 contains 106427 members 
Mstep: Class 23 contains 120714 members 
Mstep: Class 24 contains 9258 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 26936 members 
Mstep: Class 28 contains 7142 members 
Mstep: Class 29 contains 11634 members 
Mstep: Class 30 contains 17219 members 
Mstep: Class 31 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006256.000000 Penalty: 67219.984375
Iteration 69Q: 31 clusters Score -1.010063e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 13013 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 90269 members 
Mstep: Class 8 contains 183038 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 57522 members 
Mstep: Class 16 contains 12219 members 
Mstep: Class 17 contains 16334 members 
Mstep: Class 18 contains 11234 members 
Mstep: Class 19 contains 188029 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 22 contains 106405 members 
Mstep: Class 23 contains 120752 members 
Mstep: Class 24 contains 9258 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 26897 members 
Mstep: Class 28 contains 7146 members 
Mstep: Class 29 contains 11722 members 
Mstep: Class 30 contains 17285 members 
Mstep: Class 31 contains 8690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006536.000000 Penalty: 67219.984375
Iteration 70Q: 31 clusters Score -1.010065e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13093 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3704 members 
Mstep: Class 7 contains 90262 members 
Mstep: Class 8 contains 182969 members 
Mstep: Class 9 contains 21844 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 2720 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 57513 members 
Mstep: Class 16 contains 12221 members 
Mstep: Class 17 contains 16314 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 187961 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 22 contains 106373 members 
Mstep: Class 23 contains 120769 members 
Mstep: Class 24 contains 9265 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 26864 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 11801 members 
Mstep: Class 30 contains 17350 members 
Mstep: Class 31 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006872.000000 Penalty: 67219.984375
Iteration 71Q: 31 clusters Score -1.010069e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 13146 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 90259 members 
Mstep: Class 8 contains 182923 members 
Mstep: Class 9 contains 21854 members 
Mstep: Class 10 contains 10516 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 57508 members 
Mstep: Class 16 contains 12221 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 187913 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 22 contains 106361 members 
Mstep: Class 23 contains 120792 members 
Mstep: Class 24 contains 9261 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 26839 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 11868 members 
Mstep: Class 30 contains 17411 members 
Mstep: Class 31 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006832.000000 Penalty: 67219.984375
Iteration 72Q: 31 clusters Score -1.010068e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 10364 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3572 members 
Mstep: Class 7 contains 90256 members 
Mstep: Class 8 contains 182883 members 
Mstep: Class 9 contains 21874 members 
Mstep: Class 10 contains 10521 members 
Mstep: Class 11 contains 2715 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 57506 members 
Mstep: Class 16 contains 12218 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 11452 members 
Mstep: Class 19 contains 187882 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 22 contains 106359 members 
Mstep: Class 23 contains 120799 members 
Mstep: Class 24 contains 9258 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 26816 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 11946 members 
Mstep: Class 30 contains 17457 members 
Mstep: Class 31 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006896.000000 Penalty: 67219.984375
Iteration 73Q: 31 clusters Score -1.010069e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 10385 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 13237 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3530 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 182846 members 
Mstep: Class 9 contains 21901 members 
Mstep: Class 10 contains 10526 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 57497 members 
Mstep: Class 16 contains 12215 members 
Mstep: Class 17 contains 16236 members 
Mstep: Class 18 contains 11510 members 
Mstep: Class 19 contains 187858 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 22 contains 106353 members 
Mstep: Class 23 contains 120804 members 
Mstep: Class 24 contains 9254 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 26770 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 12021 members 
Mstep: Class 30 contains 17507 members 
Mstep: Class 31 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006976.000000 Penalty: 67219.984375
Iteration 74Q: 31 clusters Score -1.01007e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 13261 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 90246 members 
Mstep: Class 8 contains 182806 members 
Mstep: Class 9 contains 21925 members 
Mstep: Class 10 contains 10533 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 57495 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 16221 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 187859 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 22 contains 106352 members 
Mstep: Class 23 contains 120797 members 
Mstep: Class 24 contains 9254 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26729 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 12085 members 
Mstep: Class 30 contains 17540 members 
Mstep: Class 31 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006936.000000 Penalty: 67219.984375
Iteration 75Q: 31 clusters Score -1.010069e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 13295 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 90245 members 
Mstep: Class 8 contains 182776 members 
Mstep: Class 9 contains 21954 members 
Mstep: Class 10 contains 10541 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 2490 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57497 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 16189 members 
Mstep: Class 18 contains 11605 members 
Mstep: Class 19 contains 187832 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 22 contains 106348 members 
Mstep: Class 23 contains 120809 members 
Mstep: Class 24 contains 9254 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26685 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 12154 members 
Mstep: Class 30 contains 17569 members 
Mstep: Class 31 contains 8688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101007208.000000 Penalty: 67219.984375
Iteration 76Q: 31 clusters Score -1.010072e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 10419 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 13335 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 90246 members 
Mstep: Class 8 contains 182769 members 
Mstep: Class 9 contains 21977 members 
Mstep: Class 10 contains 10546 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57498 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 16145 members 
Mstep: Class 18 contains 11641 members 
Mstep: Class 19 contains 187804 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 22 contains 106341 members 
Mstep: Class 23 contains 120802 members 
Mstep: Class 24 contains 9252 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26655 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 17590 members 
Mstep: Class 31 contains 8687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101007264.000000 Penalty: 67219.984375
Iteration 77Q: 31 clusters Score -1.010073e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 13361 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 90250 members 
Mstep: Class 8 contains 182754 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 10549 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12218 members 
Mstep: Class 17 contains 16124 members 
Mstep: Class 18 contains 11671 members 
Mstep: Class 19 contains 187778 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 22 contains 106339 members 
Mstep: Class 23 contains 120812 members 
Mstep: Class 24 contains 9255 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26621 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 12250 members 
Mstep: Class 30 contains 17610 members 
Mstep: Class 31 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101007056.000000 Penalty: 67219.984375
Iteration 78Q: 31 clusters Score -1.010071e+08 nChanged 357
Entering ConstructFrom: 
Score: -101007056.000000 Penalty: 67219.984375
Entering ConstructFrom: 
Trying to split cluster 1 (29349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Entering Unmasked Estep 
Score: -3059112.250000 Penalty: 1671.639771
	Iteration 0F: 2 clusters Score -3059112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3039123.000000 Penalty: 3343.279541
	Iteration 0F: 3 clusters Score -3039123 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3046845.500000 Penalty: 3343.279541
	Iteration 1F: 3 clusters Score -3046846 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3047367.000000 Penalty: 3343.279541
	Iteration 2Q: 3 clusters Score -3047367 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3048026.750000 Penalty: 3343.279541
	Iteration 3Q: 3 clusters Score -3048027 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3048813.750000 Penalty: 3343.279541
	Iteration 4F: 3 clusters Score -3048814 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3049780.500000 Penalty: 3343.279541
	Iteration 5F: 3 clusters Score -3049780 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3050966.750000 Penalty: 3343.279541
	Iteration 6F: 3 clusters Score -3050967 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3052241.750000 Penalty: 3343.279541
	Iteration 7F: 3 clusters Score -3052242 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3053257.000000 Penalty: 3343.279541
	Iteration 8F: 3 clusters Score -3053257 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3053811.000000 Penalty: 3343.279541
	Iteration 9Q: 3 clusters Score -3053811 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3054072.750000 Penalty: 3343.279541
	Iteration 10Q: 3 clusters Score -3054073 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3054260.250000 Penalty: 3343.279541
	Iteration 11Q: 3 clusters Score -3054260 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3054439.750000 Penalty: 3343.279541
	Iteration 12Q: 3 clusters Score -3054440 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3054605.500000 Penalty: 3343.279541
	Iteration 13Q: 3 clusters Score -3054606 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3054763.250000 Penalty: 3343.279541
	Iteration 14Q: 3 clusters Score -3054763 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3054959.750000 Penalty: 3343.279541
	Iteration 15Q: 3 clusters Score -3054960 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3055191.750000 Penalty: 3343.279541
	Iteration 16Q: 3 clusters Score -3055192 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3055461.750000 Penalty: 3343.279541
	Iteration 17Q: 3 clusters Score -3055462 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3055800.750000 Penalty: 3343.279541
	Iteration 18Q: 3 clusters Score -3055801 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3056168.250000 Penalty: 3343.279541
	Iteration 19Q: 3 clusters Score -3056168 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3056502.750000 Penalty: 3343.279541
	Iteration 20F: 3 clusters Score -3056503 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3056786.000000 Penalty: 3343.279541
	Iteration 21Q: 3 clusters Score -3056786 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3056971.000000 Penalty: 3343.279541
	Iteration 22Q: 3 clusters Score -3056971 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3057093.500000 Penalty: 3343.279541
	Iteration 23Q: 3 clusters Score -3057094 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3057209.000000 Penalty: 3343.279541
	Iteration 24Q: 3 clusters Score -3057209 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3057270.750000 Penalty: 3343.279541
	Iteration 25Q: 3 clusters Score -3057271 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3057322.250000 Penalty: 3343.279541
	Iteration 26Q: 3 clusters Score -3057322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3057379.750000 Penalty: 3343.279541
	Iteration 27Q: 3 clusters Score -3057380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3057429.250000 Penalty: 3343.279541
	Iteration 28Q: 3 clusters Score -3057429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3057463.750000 Penalty: 3343.279541
	Iteration 29Q: 3 clusters Score -3057464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3057481.000000 Penalty: 3343.279541
	Iteration 30Q: 3 clusters Score -3057481 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3057491.250000 Penalty: 3343.279541
	Iteration 31Q: 3 clusters Score -3057491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3057498.000000 Penalty: 3343.279541
	Iteration 32Q: 3 clusters Score -3057498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3057520.000000 Penalty: 3343.279541
	Iteration 33Q: 3 clusters Score -3057520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3057518.000000 Penalty: 3343.279541
	Iteration 34Q: 3 clusters Score -3057518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3057530.750000 Penalty: 3343.279541
	Iteration 35Q: 3 clusters Score -3057531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3057540.250000 Penalty: 3343.279541
	Iteration 36Q: 3 clusters Score -3057540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3057547.750000 Penalty: 3343.279541
	Iteration 37Q: 3 clusters Score -3057548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3057549.500000 Penalty: 3343.279541
	Iteration 38Q: 3 clusters Score -3057550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3057554.500000 Penalty: 3343.279541
	Iteration 39Q: 3 clusters Score -3057554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3057565.500000 Penalty: 3343.279541
	Iteration 40F: 3 clusters Score -3057566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3057568.500000 Penalty: 3343.279541
	Iteration 41Q: 3 clusters Score -3057568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3057569.750000 Penalty: 3343.279541
	Iteration 42Q: 3 clusters Score -3057570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3057570.000000 Penalty: 3343.279541
	Iteration 43Q: 3 clusters Score -3057570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3057574.750000 Penalty: 3343.279541
	Iteration 44Q: 3 clusters Score -3057575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3057577.750000 Penalty: 3343.279541
	Iteration 45Q: 3 clusters Score -3057578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3057573.500000 Penalty: 3343.279541
	Iteration 46Q: 3 clusters Score -3057574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3057580.500000 Penalty: 3343.279541
	Iteration 47Q: 3 clusters Score -3057580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3057576.500000 Penalty: 3343.279541
	Iteration 48Q: 3 clusters Score -3057576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3057583.500000 Penalty: 3343.279541
	Iteration 49Q: 3 clusters Score -3057584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3057587.000000 Penalty: 3343.279541
	Iteration 50Q: 3 clusters Score -3057587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3057584.750000 Penalty: 3343.279541
	Iteration 51Q: 3 clusters Score -3057585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3057590.000000 Penalty: 3343.279541
	Iteration 52Q: 3 clusters Score -3057590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3057592.750000 Penalty: 3343.279541
	Iteration 53Q: 3 clusters Score -3057593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3057598.750000 Penalty: 3343.279541
	Iteration 54Q: 3 clusters Score -3057599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3057595.000000 Penalty: 3343.279541
	Iteration 55Q: 3 clusters Score -3057595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3057597.250000 Penalty: 3343.279541
	Iteration 56Q: 3 clusters Score -3057597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3057598.750000 Penalty: 3343.279541
	Iteration 57Q: 3 clusters Score -3057599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3057598.750000 Penalty: 3343.279541
	Iteration 58Q: 3 clusters Score -3057599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3057603.250000 Penalty: 3343.279541
	Iteration 59Q: 3 clusters Score -3057603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3057598.750000 Penalty: 3343.279541
	Iteration 60F: 3 clusters Score -3057599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3057606.500000 Penalty: 3343.279541
	Iteration 61Q: 3 clusters Score -3057606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3057604.000000 Penalty: 3343.279541
	Iteration 62Q: 3 clusters Score -3057604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3057603.500000 Penalty: 3343.279541
	Iteration 63Q: 3 clusters Score -3057604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3057601.750000 Penalty: 3343.279541
	Iteration 64Q: 3 clusters Score -3057602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3057601.250000 Penalty: 3343.279541
	Iteration 65Q: 3 clusters Score -3057601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3057604.250000 Penalty: 3343.279541
	Iteration 66Q: 3 clusters Score -3057604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3057599.750000 Penalty: 3343.279541
	Iteration 67Q: 3 clusters Score -3057600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3057598.000000 Penalty: 3343.279541
	Iteration 68Q: 3 clusters Score -3057598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3057598.500000 Penalty: 3343.279541
	Iteration 69Q: 3 clusters Score -3057598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3057596.250000 Penalty: 3343.279541
	Iteration 70Q: 3 clusters Score -3057596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3057601.250000 Penalty: 3343.279541
	Iteration 71Q: 3 clusters Score -3057601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3057602.000000 Penalty: 3343.279541
	Iteration 72Q: 3 clusters Score -3057602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3057603.000000 Penalty: 3343.279541
	Iteration 73Q: 3 clusters Score -3057603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3057605.750000 Penalty: 3343.279541
	Iteration 74Q: 3 clusters Score -3057606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3057605.750000 Penalty: 3343.279541
	Iteration 75Q: 3 clusters Score -3057606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3057608.250000 Penalty: 3343.279541
	Iteration 76Q: 3 clusters Score -3057608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3057611.000000 Penalty: 3343.279541
	Iteration 77Q: 3 clusters Score -3057611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3057612.500000 Penalty: 3343.279541
	Iteration 78Q: 3 clusters Score -3057612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3057608.750000 Penalty: 3343.279541
	Iteration 79Q: 3 clusters Score -3057609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3057613.750000 Penalty: 3343.279541
	Iteration 80F: 3 clusters Score -3057614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3057615.250000 Penalty: 3343.279541
	Iteration 81Q: 3 clusters Score -3057615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3057620.250000 Penalty: 3343.279541
	Iteration 82Q: 3 clusters Score -3057620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3057620.750000 Penalty: 3343.279541
	Iteration 83Q: 3 clusters Score -3057621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3057618.500000 Penalty: 3343.279541
	Iteration 84Q: 3 clusters Score -3057618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3057619.750000 Penalty: 3343.279541
	Iteration 85Q: 3 clusters Score -3057620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3057623.000000 Penalty: 3343.279541
	Iteration 86Q: 3 clusters Score -3057623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3057617.500000 Penalty: 3343.279541
	Iteration 87Q: 3 clusters Score -3057618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3057622.750000 Penalty: 3343.279541
	Iteration 88Q: 3 clusters Score -3057623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3057624.750000 Penalty: 3343.279541
	Iteration 89Q: 3 clusters Score -3057625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3057625.000000 Penalty: 3343.279541
	Iteration 90Q: 3 clusters Score -3057625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3057624.750000 Penalty: 3343.279541
	Iteration 91Q: 3 clusters Score -3057625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3057627.250000 Penalty: 3343.279541
	Iteration 92Q: 3 clusters Score -3057627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3057628.000000 Penalty: 3343.279541
	Iteration 93Q: 3 clusters Score -3057628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3057626.000000 Penalty: 3343.279541
	Iteration 94Q: 3 clusters Score -3057626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3057623.500000 Penalty: 3343.279541
	Iteration 95Q: 3 clusters Score -3057624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3057629.500000 Penalty: 3343.279541
	Iteration 96Q: 3 clusters Score -3057630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3057621.500000 Penalty: 3343.279541
	Iteration 97Q: 3 clusters Score -3057622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3057620.000000 Penalty: 3343.279541
	Iteration 98Q: 3 clusters Score -3057620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3057620.750000 Penalty: 3343.279541
	Iteration 99Q: 3 clusters Score -3057621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3057619.500000 Penalty: 3343.279541
	Iteration 100F: 3 clusters Score -3057620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3057621.750000 Penalty: 3343.279541
	Iteration 101Q: 3 clusters Score -3057622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3057620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3057619.000000 Penalty: 3343.279541
	Iteration 103Q: 3 clusters Score -3057619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3057620.500000 Penalty: 3343.279541
	Iteration 104Q: 3 clusters Score -3057620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3057623.500000 Penalty: 3343.279541
	Iteration 105Q: 3 clusters Score -3057624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3057621.250000 Penalty: 3343.279541
	Iteration 106Q: 3 clusters Score -3057621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3057619.000000 Penalty: 3343.279541
	Iteration 107Q: 3 clusters Score -3057619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3057619.750000 Penalty: 3343.279541
	Iteration 108Q: 3 clusters Score -3057620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3057619.250000 Penalty: 3343.279541
	Iteration 109Q: 3 clusters Score -3057619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
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Entering Unmasked Estep 
Score: -3057618.500000 Penalty: 3343.279541
	Iteration 110Q: 3 clusters Score -3057618 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3057621 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3057619 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3057618.000000 Penalty: 3343.279541
	Iteration 113Q: 3 clusters Score -3057618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3057619.500000 Penalty: 3343.279541
	Iteration 114Q: 3 clusters Score -3057620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3057618.750000 Penalty: 3343.279541
	Iteration 115Q: 3 clusters Score -3057619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3057618.500000 Penalty: 3343.279541
	Iteration 116Q: 3 clusters Score -3057618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3057618.500000 Penalty: 3343.279541
	Iteration 117F: 3 clusters Score -3057618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Entering Unmasked Estep 
Score: -1037242.125000 Penalty: 1503.506226
	Iteration 0F: 2 clusters Score -1037242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1029692.875000 Penalty: 3007.012451
	Iteration 0F: 3 clusters Score -1029693 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1032113.187500 Penalty: 3007.012451
	Iteration 1F: 3 clusters Score -1032113 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1032405.687500 Penalty: 3007.012451
	Iteration 2F: 3 clusters Score -1032406 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1032683.125000 Penalty: 3007.012451
	Iteration 3F: 3 clusters Score -1032683 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1033042.062500 Penalty: 3007.012451
	Iteration 4F: 3 clusters Score -1033042 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1033486.187500 Penalty: 3007.012451
	Iteration 5F: 3 clusters Score -1033486 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1034012.625000 Penalty: 3007.012451
	Iteration 6F: 3 clusters Score -1034013 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1034571.437500 Penalty: 3007.012451
	Iteration 7F: 3 clusters Score -1034571 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1035135.625000 Penalty: 3007.012451
	Iteration 8F: 3 clusters Score -1035136 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1035590.375000 Penalty: 3007.012451
	Iteration 9F: 3 clusters Score -1035590 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1035899.625000 Penalty: 3007.012451
	Iteration 10Q: 3 clusters Score -1035900 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1036133.250000 Penalty: 3007.012451
	Iteration 11Q: 3 clusters Score -1036133 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1036326.125000 Penalty: 3007.012451
	Iteration 12Q: 3 clusters Score -1036326 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1036460.812500 Penalty: 3007.012451
	Iteration 13Q: 3 clusters Score -1036461 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1036550.812500 Penalty: 3007.012451
	Iteration 14Q: 3 clusters Score -1036551 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1036609.750000 Penalty: 3007.012451
	Iteration 15Q: 3 clusters Score -1036610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1036650.625000 Penalty: 3007.012451
	Iteration 16Q: 3 clusters Score -1036651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1036678.812500 Penalty: 3007.012451
	Iteration 17Q: 3 clusters Score -1036679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1036703.000000 Penalty: 3007.012451
	Iteration 18Q: 3 clusters Score -1036703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1036722.250000 Penalty: 3007.012451
	Iteration 19Q: 3 clusters Score -1036722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1036729.000000 Penalty: 3007.012451
	Iteration 20F: 3 clusters Score -1036729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1036736.000000 Penalty: 3007.012451
	Iteration 21Q: 3 clusters Score -1036736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1036738.062500 Penalty: 3007.012451
	Iteration 22Q: 3 clusters Score -1036738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1036739.687500 Penalty: 3007.012451
	Iteration 23Q: 3 clusters Score -1036740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1036745.000000 Penalty: 3007.012451
	Iteration 24Q: 3 clusters Score -1036745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1036748.875000 Penalty: 3007.012451
	Iteration 25Q: 3 clusters Score -1036749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1036748.812500 Penalty: 3007.012451
	Iteration 26Q: 3 clusters Score -1036749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1036750.375000 Penalty: 3007.012451
	Iteration 27Q: 3 clusters Score -1036750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1036750.625000 Penalty: 3007.012451
	Iteration 28Q: 3 clusters Score -1036751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1036750.250000 Penalty: 3007.012451
	Iteration 29Q: 3 clusters Score -1036750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1036751.500000 Penalty: 3007.012451
	Iteration 30Q: 3 clusters Score -1036752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1036751.125000 Penalty: 3007.012451
	Iteration 31Q: 3 clusters Score -1036751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1036754.500000 Penalty: 3007.012451
	Iteration 32Q: 3 clusters Score -1036754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1036759.500000 Penalty: 3007.012451
	Iteration 33Q: 3 clusters Score -1036760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1036760.375000 Penalty: 3007.012451
	Iteration 34Q: 3 clusters Score -1036760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1036761.687500 Penalty: 3007.012451
	Iteration 35Q: 3 clusters Score -1036762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1036763.062500 Penalty: 3007.012451
	Iteration 36Q: 3 clusters Score -1036763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1036767.187500 Penalty: 3007.012451
	Iteration 37Q: 3 clusters Score -1036767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1036767.062500 Penalty: 3007.012451
	Iteration 38Q: 3 clusters Score -1036767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1036766.812500 Penalty: 3007.012451
	Iteration 39Q: 3 clusters Score -1036767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1036767.125000 Penalty: 3007.012451
	Iteration 40F: 3 clusters Score -1036767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1036765.937500 Penalty: 3007.012451
	Iteration 41Q: 3 clusters Score -1036766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1036765.937500 Penalty: 3007.012451
	Iteration 42F: 3 clusters Score -1036766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -439718.093750 Penalty: 1348.431763
	Iteration 0F: 2 clusters Score -439718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -436349.531250 Penalty: 2696.863525
	Iteration 0F: 3 clusters Score -436349.5 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -437235.125000 Penalty: 2696.863525
	Iteration 1F: 3 clusters Score -437235.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -437360.906250 Penalty: 2696.863525
	Iteration 2F: 3 clusters Score -437360.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -437435.031250 Penalty: 2696.863525
	Iteration 3Q: 3 clusters Score -437435 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -437497.875000 Penalty: 2696.863525
	Iteration 4Q: 3 clusters Score -437497.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -437547.437500 Penalty: 2696.863525
	Iteration 5Q: 3 clusters Score -437547.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -437599.656250 Penalty: 2696.863525
	Iteration 6Q: 3 clusters Score -437599.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -437662.375000 Penalty: 2696.863525
	Iteration 7Q: 3 clusters Score -437662.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -437729.406250 Penalty: 2696.863525
	Iteration 8Q: 3 clusters Score -437729.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -437784.968750 Penalty: 2696.863525
	Iteration 9Q: 3 clusters Score -437785 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -437842.406250 Penalty: 2696.863525
	Iteration 10Q: 3 clusters Score -437842.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -437885.781250 Penalty: 2696.863525
	Iteration 11Q: 3 clusters Score -437885.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -437927.406250 Penalty: 2696.863525
	Iteration 12Q: 3 clusters Score -437927.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -437969.625000 Penalty: 2696.863525
	Iteration 13Q: 3 clusters Score -437969.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -438009.593750 Penalty: 2696.863525
	Iteration 14Q: 3 clusters Score -438009.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -438048.875000 Penalty: 2696.863525
	Iteration 15Q: 3 clusters Score -438048.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -438096.562500 Penalty: 2696.863525
	Iteration 16Q: 3 clusters Score -438096.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -438153.312500 Penalty: 2696.863525
	Iteration 17Q: 3 clusters Score -438153.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -438211.437500 Penalty: 2696.863525
	Iteration 18Q: 3 clusters Score -438211.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -438263.875000 Penalty: 2696.863525
	Iteration 19Q: 3 clusters Score -438263.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -438313.875000 Penalty: 2696.863525
	Iteration 20F: 3 clusters Score -438313.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -438359.906250 Penalty: 2696.863525
	Iteration 21Q: 3 clusters Score -438359.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -438394.281250 Penalty: 2696.863525
	Iteration 22Q: 3 clusters Score -438394.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -438423.875000 Penalty: 2696.863525
	Iteration 23Q: 3 clusters Score -438423.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -438449.312500 Penalty: 2696.863525
	Iteration 24Q: 3 clusters Score -438449.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -438473.156250 Penalty: 2696.863525
	Iteration 25Q: 3 clusters Score -438473.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -438493.531250 Penalty: 2696.863525
	Iteration 26Q: 3 clusters Score -438493.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -438508.968750 Penalty: 2696.863525
	Iteration 27Q: 3 clusters Score -438509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -438521.312500 Penalty: 2696.863525
	Iteration 28Q: 3 clusters Score -438521.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -438528.812500 Penalty: 2696.863525
	Iteration 29Q: 3 clusters Score -438528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -438537.375000 Penalty: 2696.863525
	Iteration 30Q: 3 clusters Score -438537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -438542.093750 Penalty: 2696.863525
	Iteration 31Q: 3 clusters Score -438542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -438549.156250 Penalty: 2696.863525
	Iteration 32Q: 3 clusters Score -438549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -438549.156250 Penalty: 2696.863525
	Iteration 33F: 3 clusters Score -438549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Entering Unmasked Estep 
Score: -1461178.875000 Penalty: 1544.008545
	Iteration 0F: 2 clusters Score -1461179 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 6631 members 
Entering Unmasked Estep 
Score: -1451824.750000 Penalty: 3088.017090
	Iteration 0F: 3 clusters Score -1451825 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1455076.875000 Penalty: 3088.017090
	Iteration 1F: 3 clusters Score -1455077 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1455373.250000 Penalty: 3088.017090
	Iteration 2F: 3 clusters Score -1455373 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1455637.375000 Penalty: 3088.017090
	Iteration 3Q: 3 clusters Score -1455637 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1455936.000000 Penalty: 3088.017090
	Iteration 4Q: 3 clusters Score -1455936 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1456269.750000 Penalty: 3088.017090
	Iteration 5Q: 3 clusters Score -1456270 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1456705.875000 Penalty: 3088.017090
	Iteration 6Q: 3 clusters Score -1456706 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1457212.875000 Penalty: 3088.017090
	Iteration 7F: 3 clusters Score -1457213 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1457733.500000 Penalty: 3088.017090
	Iteration 8Q: 3 clusters Score -1457734 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1458240.750000 Penalty: 3088.017090
	Iteration 9Q: 3 clusters Score -1458241 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1458613.250000 Penalty: 3088.017090
	Iteration 10Q: 3 clusters Score -1458613 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1458845.375000 Penalty: 3088.017090
	Iteration 11Q: 3 clusters Score -1458845 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1459005.875000 Penalty: 3088.017090
	Iteration 12Q: 3 clusters Score -1459006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1459115.500000 Penalty: 3088.017090
	Iteration 13Q: 3 clusters Score -1459116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1459179.375000 Penalty: 3088.017090
	Iteration 14Q: 3 clusters Score -1459179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1459235.625000 Penalty: 3088.017090
	Iteration 15Q: 3 clusters Score -1459236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1459284.375000 Penalty: 3088.017090
	Iteration 16Q: 3 clusters Score -1459284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1459345.875000 Penalty: 3088.017090
	Iteration 17Q: 3 clusters Score -1459346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1459405.750000 Penalty: 3088.017090
	Iteration 18Q: 3 clusters Score -1459406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1459470.375000 Penalty: 3088.017090
	Iteration 19Q: 3 clusters Score -1459470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1459530.125000 Penalty: 3088.017090
	Iteration 20F: 3 clusters Score -1459530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1459574.750000 Penalty: 3088.017090
	Iteration 21Q: 3 clusters Score -1459575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1459605.000000 Penalty: 3088.017090
	Iteration 22Q: 3 clusters Score -1459605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1459631.375000 Penalty: 3088.017090
	Iteration 23Q: 3 clusters Score -1459631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1459665.375000 Penalty: 3088.017090
	Iteration 24Q: 3 clusters Score -1459665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1459701.250000 Penalty: 3088.017090
	Iteration 25Q: 3 clusters Score -1459701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1459731.250000 Penalty: 3088.017090
	Iteration 26Q: 3 clusters Score -1459731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1459760.500000 Penalty: 3088.017090
	Iteration 27Q: 3 clusters Score -1459760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1459772.750000 Penalty: 3088.017090
	Iteration 28Q: 3 clusters Score -1459773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1459781.250000 Penalty: 3088.017090
	Iteration 29Q: 3 clusters Score -1459781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1459788.500000 Penalty: 3088.017090
	Iteration 30Q: 3 clusters Score -1459788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1459798.375000 Penalty: 3088.017090
	Iteration 31Q: 3 clusters Score -1459798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1459811.875000 Penalty: 3088.017090
	Iteration 32Q: 3 clusters Score -1459812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1459817.250000 Penalty: 3088.017090
	Iteration 33Q: 3 clusters Score -1459817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1459827.375000 Penalty: 3088.017090
	Iteration 34Q: 3 clusters Score -1459827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1459831.000000 Penalty: 3088.017090
	Iteration 35Q: 3 clusters Score -1459831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1459838.625000 Penalty: 3088.017090
	Iteration 36Q: 3 clusters Score -1459839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1459846.625000 Penalty: 3088.017090
	Iteration 37Q: 3 clusters Score -1459847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1459856.500000 Penalty: 3088.017090
	Iteration 38Q: 3 clusters Score -1459856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1459858.250000 Penalty: 3088.017090
	Iteration 39Q: 3 clusters Score -1459858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1459863.750000 Penalty: 3088.017090
	Iteration 40F: 3 clusters Score -1459864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1459871.750000 Penalty: 3088.017090
	Iteration 41Q: 3 clusters Score -1459872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1459874.250000 Penalty: 3088.017090
	Iteration 42Q: 3 clusters Score -1459874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1459877.250000 Penalty: 3088.017090
	Iteration 43Q: 3 clusters Score -1459877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1459881.750000 Penalty: 3088.017090
	Iteration 44Q: 3 clusters Score -1459882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1459880.250000 Penalty: 3088.017090
	Iteration 45Q: 3 clusters Score -1459880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1459885.750000 Penalty: 3088.017090
	Iteration 46Q: 3 clusters Score -1459886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1459887.125000 Penalty: 3088.017090
	Iteration 47Q: 3 clusters Score -1459887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1459889.375000 Penalty: 3088.017090
	Iteration 48Q: 3 clusters Score -1459889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1459888.125000 Penalty: 3088.017090
	Iteration 49Q: 3 clusters Score -1459888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1459888.125000 Penalty: 3088.017090
	Iteration 50F: 3 clusters Score -1459888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -29745.865234 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -29745.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28923.949219 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -28923.95 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29444.734375 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -29444.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29700.154297 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -29700.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29829.765625 Penalty: 1969.973389
	Iteration 3Q: 3 clusters Score -29829.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29925.615234 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -29925.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29942.568359 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -29942.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29954.857422 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -29954.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29983.697266 Penalty: 1969.973389
	Iteration 7Q: 3 clusters Score -29983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30006.941406 Penalty: 1969.973389
	Iteration 8Q: 3 clusters Score -30006.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30015.388672 Penalty: 1969.973389
	Iteration 9Q: 3 clusters Score -30015.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30070.111328 Penalty: 1969.973389
	Iteration 10F: 3 clusters Score -30070.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30279.390625 Penalty: 1969.973389
	Iteration 11Q: 3 clusters Score -30279.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30321.289062 Penalty: 1969.973389
	Iteration 12Q: 3 clusters Score -30321.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30334.439453 Penalty: 1969.973389
	Iteration 13Q: 3 clusters Score -30334.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30352.136719 Penalty: 1969.973389
	Iteration 14Q: 3 clusters Score -30352.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30365.005859 Penalty: 1969.973389
	Iteration 15Q: 3 clusters Score -30365.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30387.826172 Penalty: 1969.973389
	Iteration 16Q: 3 clusters Score -30387.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30419.433594 Penalty: 1969.973389
	Iteration 17Q: 3 clusters Score -30419.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30431.824219 Penalty: 1969.973389
	Iteration 18Q: 3 clusters Score -30431.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30442.794922 Penalty: 1969.973389
	Iteration 19Q: 3 clusters Score -30442.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30451.449219 Penalty: 1969.973389
	Iteration 20F: 3 clusters Score -30451.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30460.150391 Penalty: 1969.973389
	Iteration 21Q: 3 clusters Score -30460.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30483.548828 Penalty: 1969.973389
	Iteration 22Q: 3 clusters Score -30483.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30528.763672 Penalty: 1969.973389
	Iteration 23Q: 3 clusters Score -30528.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30545.191406 Penalty: 1969.973389
	Iteration 24Q: 3 clusters Score -30545.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30546.558594 Penalty: 1969.973389
	Iteration 25Q: 3 clusters Score -30546.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30546.558594 Penalty: 1969.973389
	Iteration 26F: 3 clusters Score -30546.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 182738 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 187740 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 106337 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Entering Unmasked Estep 
Score: -101006608.000000 Penalty: 69460.656250
Splitting cluster 5 changes total score from -101007056.000000 to -101006608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Entering Unmasked Estep 
Score: -335960.500000 Penalty: 1320.703125
	Iteration 0F: 2 clusters Score -335960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -333033.437500 Penalty: 2641.406250
	Iteration 0F: 3 clusters Score -333033.4 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -334124.250000 Penalty: 2641.406250
	Iteration 1F: 3 clusters Score -334124.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -334756.125000 Penalty: 2641.406250
	Iteration 2F: 3 clusters Score -334756.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -335261.906250 Penalty: 2641.406250
	Iteration 3F: 3 clusters Score -335261.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -335622.468750 Penalty: 2641.406250
	Iteration 4F: 3 clusters Score -335622.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -335816.218750 Penalty: 2641.406250
	Iteration 5F: 3 clusters Score -335816.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -335891.281250 Penalty: 2641.406250
	Iteration 6Q: 3 clusters Score -335891.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -335922.093750 Penalty: 2641.406250
	Iteration 7Q: 3 clusters Score -335922.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -335942.593750 Penalty: 2641.406250
	Iteration 8Q: 3 clusters Score -335942.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -335954.250000 Penalty: 2641.406250
	Iteration 9Q: 3 clusters Score -335954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -335962.218750 Penalty: 2641.406250
	Iteration 10Q: 3 clusters Score -335962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -335966.687500 Penalty: 2641.406250
	Iteration 11Q: 3 clusters Score -335966.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -335969.843750 Penalty: 2641.406250
	Iteration 12Q: 3 clusters Score -335969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -335971.468750 Penalty: 2641.406250
	Iteration 13Q: 3 clusters Score -335971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -335973.968750 Penalty: 2641.406250
	Iteration 14Q: 3 clusters Score -335974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -335975.875000 Penalty: 2641.406250
	Iteration 15Q: 3 clusters Score -335975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -335977.718750 Penalty: 2641.406250
	Iteration 16Q: 3 clusters Score -335977.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -335979.687500 Penalty: 2641.406250
	Iteration 17Q: 3 clusters Score -335979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -335979.906250 Penalty: 2641.406250
	Iteration 18Q: 3 clusters Score -335979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -335980.218750 Penalty: 2641.406250
	Iteration 19Q: 3 clusters Score -335980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -335979.875000 Penalty: 2641.406250
	Iteration 20F: 3 clusters Score -335979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 182738 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 187740 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 106337 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Entering Unmasked Estep 
Score: -101006176.000000 Penalty: 69460.656250
Splitting cluster 6 changes total score from -101007056.000000 to -101006176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (90251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Entering Unmasked Estep 
Score: -9814011.000000 Penalty: 1854.181885
	Iteration 0F: 2 clusters Score -9814011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -9753702.000000 Penalty: 3708.363770
	Iteration 0F: 3 clusters Score -9753702 nChanged 43032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9778553.000000 Penalty: 3708.363770
	Iteration 1F: 3 clusters Score -9778553 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9779614.000000 Penalty: 3708.363770
	Iteration 2Q: 3 clusters Score -9779614 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -9781409.000000 Penalty: 3708.363770
	Iteration 3Q: 3 clusters Score -9781409 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -9784678.000000 Penalty: 3708.363770
	Iteration 4F: 3 clusters Score -9784678 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -9789980.000000 Penalty: 3708.363770
	Iteration 5F: 3 clusters Score -9789980 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -9796596.000000 Penalty: 3708.363770
	Iteration 6F: 3 clusters Score -9796596 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -9802551.000000 Penalty: 3708.363770
	Iteration 7F: 3 clusters Score -9802551 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -9806538.000000 Penalty: 3708.363770
	Iteration 8F: 3 clusters Score -9806538 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -9808958.000000 Penalty: 3708.363770
	Iteration 9Q: 3 clusters Score -9808958 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -9810560.000000 Penalty: 3708.363770
	Iteration 10Q: 3 clusters Score -9810560 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -9811463.000000 Penalty: 3708.363770
	Iteration 11Q: 3 clusters Score -9811463 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -9811889.000000 Penalty: 3708.363770
	Iteration 12Q: 3 clusters Score -9811889 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -9812103.000000 Penalty: 3708.363770
	Iteration 13Q: 3 clusters Score -9812103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -9812212.000000 Penalty: 3708.363770
	Iteration 14Q: 3 clusters Score -9812212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -9812274.000000 Penalty: 3708.363770
	Iteration 15Q: 3 clusters Score -9812274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -9812305.000000 Penalty: 3708.363770
	Iteration 16Q: 3 clusters Score -9812305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -9812339.000000 Penalty: 3708.363770
	Iteration 17Q: 3 clusters Score -9812339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -9812353.000000 Penalty: 3708.363770
	Iteration 18Q: 3 clusters Score -9812353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -9812361.000000 Penalty: 3708.363770
	Iteration 19Q: 3 clusters Score -9812361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -9812381.000000 Penalty: 3708.363770
	Iteration 20F: 3 clusters Score -9812381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -9812386.000000 Penalty: 3708.363770
	Iteration 21Q: 3 clusters Score -9812386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -9812392.000000 Penalty: 3708.363770
	Iteration 22Q: 3 clusters Score -9812392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -9812411.000000 Penalty: 3708.363770
	Iteration 23Q: 3 clusters Score -9812411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -9812416.000000 Penalty: 3708.363770
	Iteration 24Q: 3 clusters Score -9812416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -9812416.000000 Penalty: 3708.363770
	Iteration 25Q: 3 clusters Score -9812416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -9812423.000000 Penalty: 3708.363770
	Iteration 26Q: 3 clusters Score -9812423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -9812423.000000 Penalty: 3708.363770
	Iteration 27Q: 3 clusters Score -9812423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -9812424.000000 Penalty: 3708.363770
	Iteration 28Q: 3 clusters Score -9812424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -9812419.000000 Penalty: 3708.363770
	Iteration 29Q: 3 clusters Score -9812419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -9812418.000000 Penalty: 3708.363770
	Iteration 30Q: 3 clusters Score -9812418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -9812418.000000 Penalty: 3708.363770
	Iteration 31F: 3 clusters Score -9812418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (182738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182738 members 
Entering Unmasked Estep 
Score: -19774934.000000 Penalty: 1968.818848
	Iteration 0F: 2 clusters Score -1.977493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -19677790.000000 Penalty: 3937.637695
	Iteration 0F: 3 clusters Score -1.967779e+07 nChanged 88506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -19730662.000000 Penalty: 3937.637695
	Iteration 1F: 3 clusters Score -1.973066e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 107331 members 
Entering Unmasked Estep 
Score: -19732576.000000 Penalty: 3937.637695
	Iteration 2Q: 3 clusters Score -1.973258e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -19735674.000000 Penalty: 3937.637695
	Iteration 3F: 3 clusters Score -1.973567e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -19740710.000000 Penalty: 3937.637695
	Iteration 4F: 3 clusters Score -1.974071e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -19747970.000000 Penalty: 3937.637695
	Iteration 5F: 3 clusters Score -1.974797e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 145970 members 
Entering Unmasked Estep 
Score: -19756402.000000 Penalty: 3937.637695
	Iteration 6F: 3 clusters Score -1.97564e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -19763404.000000 Penalty: 3937.637695
	Iteration 7F: 3 clusters Score -1.97634e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -19768232.000000 Penalty: 3937.637695
	Iteration 8Q: 3 clusters Score -1.976823e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 160034 members 
Entering Unmasked Estep 
Score: -19770798.000000 Penalty: 3937.637695
	Iteration 9Q: 3 clusters Score -1.97708e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -19772206.000000 Penalty: 3937.637695
	Iteration 10Q: 3 clusters Score -1.977221e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 161340 members 
Entering Unmasked Estep 
Score: -19772888.000000 Penalty: 3937.637695
	Iteration 11Q: 3 clusters Score -1.977289e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -19773238.000000 Penalty: 3937.637695
	Iteration 12Q: 3 clusters Score -1.977324e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 161318 members 
Entering Unmasked Estep 
Score: -19773312.000000 Penalty: 3937.637695
	Iteration 13Q: 3 clusters Score -1.977331e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -19773342.000000 Penalty: 3937.637695
	Iteration 14Q: 3 clusters Score -1.977334e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -19773362.000000 Penalty: 3937.637695
	Iteration 15Q: 3 clusters Score -1.977336e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -19773382.000000 Penalty: 3937.637695
	Iteration 16Q: 3 clusters Score -1.977338e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 160338 members 
Entering Unmasked Estep 
Score: -19773422.000000 Penalty: 3937.637695
	Iteration 17Q: 3 clusters Score -1.977342e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -19773456.000000 Penalty: 3937.637695
	Iteration 18Q: 3 clusters Score -1.977346e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -19773498.000000 Penalty: 3937.637695
	Iteration 19Q: 3 clusters Score -1.97735e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -19773498.000000 Penalty: 3937.637695
	Iteration 20F: 3 clusters Score -1.97735e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 158780 members 
Entering Unmasked Estep 
Score: -19773398.000000 Penalty: 3937.637695
	Iteration 21Q: 3 clusters Score -1.97734e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -19773330.000000 Penalty: 3937.637695
	Iteration 22Q: 3 clusters Score -1.977333e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -19773242.000000 Penalty: 3937.637695
	Iteration 23Q: 3 clusters Score -1.977324e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 157099 members 
Entering Unmasked Estep 
Score: -19773130.000000 Penalty: 3937.637695
	Iteration 24Q: 3 clusters Score -1.977313e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -19773016.000000 Penalty: 3937.637695
	Iteration 25Q: 3 clusters Score -1.977302e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -19772816.000000 Penalty: 3937.637695
	Iteration 26Q: 3 clusters Score -1.977282e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 154998 members 
Entering Unmasked Estep 
Score: -19772618.000000 Penalty: 3937.637695
	Iteration 27Q: 3 clusters Score -1.977262e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 154147 members 
Entering Unmasked Estep 
Score: -19772588.000000 Penalty: 3937.637695
	Iteration 28Q: 3 clusters Score -1.977259e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 153259 members 
Entering Unmasked Estep 
Score: -19772506.000000 Penalty: 3937.637695
	Iteration 29Q: 3 clusters Score -1.977251e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 152238 members 
Entering Unmasked Estep 
Score: -19772398.000000 Penalty: 3937.637695
	Iteration 30Q: 3 clusters Score -1.97724e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -19772396.000000 Penalty: 3937.637695
	Iteration 31Q: 3 clusters Score -1.97724e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 150036 members 
Entering Unmasked Estep 
Score: -19772476.000000 Penalty: 3937.637695
	Iteration 32Q: 3 clusters Score -1.977248e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -19772444.000000 Penalty: 3937.637695
	Iteration 33Q: 3 clusters Score -1.977244e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 147742 members 
Entering Unmasked Estep 
Score: -19772436.000000 Penalty: 3937.637695
	Iteration 34Q: 3 clusters Score -1.977244e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -19772290.000000 Penalty: 3937.637695
	Iteration 35Q: 3 clusters Score -1.977229e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 145199 members 
Entering Unmasked Estep 
Score: -19772376.000000 Penalty: 3937.637695
	Iteration 36Q: 3 clusters Score -1.977238e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -19772356.000000 Penalty: 3937.637695
	Iteration 37Q: 3 clusters Score -1.977236e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 142424 members 
Entering Unmasked Estep 
Score: -19772170.000000 Penalty: 3937.637695
	Iteration 38Q: 3 clusters Score -1.977217e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 140859 members 
Entering Unmasked Estep 
Score: -19772040.000000 Penalty: 3937.637695
	Iteration 39Q: 3 clusters Score -1.977204e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 139184 members 
Entering Unmasked Estep 
Score: -19771960.000000 Penalty: 3937.637695
	Iteration 40F: 3 clusters Score -1.977196e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 137406 members 
Entering Unmasked Estep 
Score: -19771964.000000 Penalty: 3937.637695
	Iteration 41Q: 3 clusters Score -1.977196e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 135552 members 
Entering Unmasked Estep 
Score: -19772032.000000 Penalty: 3937.637695
	Iteration 42Q: 3 clusters Score -1.977203e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 133618 members 
Entering Unmasked Estep 
Score: -19772072.000000 Penalty: 3937.637695
	Iteration 43Q: 3 clusters Score -1.977207e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 131610 members 
Entering Unmasked Estep 
Score: -19772262.000000 Penalty: 3937.637695
	Iteration 44Q: 3 clusters Score -1.977226e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -19772352.000000 Penalty: 3937.637695
	Iteration 45Q: 3 clusters Score -1.977235e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 127493 members 
Entering Unmasked Estep 
Score: -19772396.000000 Penalty: 3937.637695
	Iteration 46Q: 3 clusters Score -1.97724e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 125289 members 
Entering Unmasked Estep 
Score: -19772674.000000 Penalty: 3937.637695
	Iteration 47Q: 3 clusters Score -1.977267e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -19772808.000000 Penalty: 3937.637695
	Iteration 48Q: 3 clusters Score -1.977281e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -19773178.000000 Penalty: 3937.637695
	Iteration 49Q: 3 clusters Score -1.977318e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -19773866.000000 Penalty: 3937.637695
	Iteration 50Q: 3 clusters Score -1.977387e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -19774546.000000 Penalty: 3937.637695
	Iteration 51Q: 3 clusters Score -1.977455e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -19775454.000000 Penalty: 3937.637695
	Iteration 52Q: 3 clusters Score -1.977545e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -19776278.000000 Penalty: 3937.637695
	Iteration 53Q: 3 clusters Score -1.977628e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -19777092.000000 Penalty: 3937.637695
	Iteration 54Q: 3 clusters Score -1.977709e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -19778260.000000 Penalty: 3937.637695
	Iteration 55Q: 3 clusters Score -1.977826e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -19779196.000000 Penalty: 3937.637695
	Iteration 56Q: 3 clusters Score -1.97792e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -19779798.000000 Penalty: 3937.637695
	Iteration 57Q: 3 clusters Score -1.97798e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -19780186.000000 Penalty: 3937.637695
	Iteration 58Q: 3 clusters Score -1.978019e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -19780614.000000 Penalty: 3937.637695
	Iteration 59Q: 3 clusters Score -1.978061e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -19781268.000000 Penalty: 3937.637695
	Iteration 60F: 3 clusters Score -1.978127e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -19781824.000000 Penalty: 3937.637695
	Iteration 61Q: 3 clusters Score -1.978182e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -19782236.000000 Penalty: 3937.637695
	Iteration 62Q: 3 clusters Score -1.978224e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -19782498.000000 Penalty: 3937.637695
	Iteration 63Q: 3 clusters Score -1.97825e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -19782698.000000 Penalty: 3937.637695
	Iteration 64Q: 3 clusters Score -1.97827e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -19782816.000000 Penalty: 3937.637695
	Iteration 65Q: 3 clusters Score -1.978282e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -19782896.000000 Penalty: 3937.637695
	Iteration 66Q: 3 clusters Score -1.97829e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -19783004.000000 Penalty: 3937.637695
	Iteration 67Q: 3 clusters Score -1.9783e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.97831e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -19783206.000000 Penalty: 3937.637695
	Iteration 69Q: 3 clusters Score -1.978321e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -19783244.000000 Penalty: 3937.637695
	Iteration 70Q: 3 clusters Score -1.978324e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -19783270.000000 Penalty: 3937.637695
	Iteration 71Q: 3 clusters Score -1.978327e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -19783210.000000 Penalty: 3937.637695
	Iteration 72Q: 3 clusters Score -1.978321e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -19783202.000000 Penalty: 3937.637695
	Iteration 73Q: 3 clusters Score -1.97832e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -19783164.000000 Penalty: 3937.637695
	Iteration 74Q: 3 clusters Score -1.978316e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -19783168.000000 Penalty: 3937.637695
	Iteration 75Q: 3 clusters Score -1.978317e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -19783118.000000 Penalty: 3937.637695
	Iteration 76Q: 3 clusters Score -1.978312e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -19783064.000000 Penalty: 3937.637695
	Iteration 77Q: 3 clusters Score -1.978306e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.978307e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.978297e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -19782946.000000 Penalty: 3937.637695
	Iteration 80F: 3 clusters Score -1.978295e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -19782890.000000 Penalty: 3937.637695
	Iteration 81Q: 3 clusters Score -1.978289e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -19782828.000000 Penalty: 3937.637695
	Iteration 82Q: 3 clusters Score -1.978283e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -19782684.000000 Penalty: 3937.637695
	Iteration 83Q: 3 clusters Score -1.978268e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -19782506.000000 Penalty: 3937.637695
	Iteration 84Q: 3 clusters Score -1.978251e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110937 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -19782496.000000 Penalty: 3937.637695
	Iteration 85Q: 3 clusters Score -1.97825e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -19782414.000000 Penalty: 3937.637695
	Iteration 86Q: 3 clusters Score -1.978241e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -19782480.000000 Penalty: 3937.637695
	Iteration 87Q: 3 clusters Score -1.978248e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -19782392.000000 Penalty: 3937.637695
	Iteration 88Q: 3 clusters Score -1.978239e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -19782370.000000 Penalty: 3937.637695
	Iteration 89Q: 3 clusters Score -1.978237e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.978245e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -19782404.000000 Penalty: 3937.637695
	Iteration 91Q: 3 clusters Score -1.97824e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -19782508.000000 Penalty: 3937.637695
	Iteration 92Q: 3 clusters Score -1.978251e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129702 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -19782602.000000 Penalty: 3937.637695
	Iteration 93Q: 3 clusters Score -1.97826e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -19782640.000000 Penalty: 3937.637695
	Iteration 94Q: 3 clusters Score -1.978264e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135346 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -19782738.000000 Penalty: 3937.637695
	Iteration 95Q: 3 clusters Score -1.978274e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138472 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -19782812.000000 Penalty: 3937.637695
	Iteration 96Q: 3 clusters Score -1.978281e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.978298e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -19783104.000000 Penalty: 3937.637695
	Iteration 98Q: 3 clusters Score -1.97831e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -19783012.000000 Penalty: 3937.637695
	Iteration 99Q: 3 clusters Score -1.978301e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151309 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.978338e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -19783356.000000 Penalty: 3937.637695
	Iteration 101Q: 3 clusters Score -1.978336e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -19783594.000000 Penalty: 3937.637695
	Iteration 102Q: 3 clusters Score -1.978359e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160635 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.978371e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163392 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -19783832.000000 Penalty: 3937.637695
	Iteration 104Q: 3 clusters Score -1.978383e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -19784112.000000 Penalty: 3937.637695
	Iteration 105Q: 3 clusters Score -1.978411e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168151 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -19783970.000000 Penalty: 3937.637695
	Iteration 106Q: 3 clusters Score -1.978397e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -19783202.000000 Penalty: 3937.637695
	Iteration 107Q: 3 clusters Score -1.97832e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.978258e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173144 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -19782056.000000 Penalty: 3937.637695
	Iteration 109Q: 3 clusters Score -1.978206e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174328 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -19781622.000000 Penalty: 3937.637695
	Iteration 110Q: 3 clusters Score -1.978162e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -19780762.000000 Penalty: 3937.637695
	Iteration 111Q: 3 clusters Score -1.978076e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -19780026.000000 Penalty: 3937.637695
	Iteration 112Q: 3 clusters Score -1.978003e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176953 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -19779428.000000 Penalty: 3937.637695
	Iteration 113Q: 3 clusters Score -1.977943e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177566 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -19778836.000000 Penalty: 3937.637695
	Iteration 114Q: 3 clusters Score -1.977884e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178100 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -19778426.000000 Penalty: 3937.637695
	Iteration 115Q: 3 clusters Score -1.977843e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -19778048.000000 Penalty: 3937.637695
	Iteration 116Q: 3 clusters Score -1.977805e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178934 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -19777630.000000 Penalty: 3937.637695
	Iteration 117Q: 3 clusters Score -1.977763e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179241 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -19777260.000000 Penalty: 3937.637695
	Iteration 118Q: 3 clusters Score -1.977726e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.977709e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179712 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19776854.000000 Penalty: 3937.637695
	Iteration 120F: 3 clusters Score -1.977685e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -19776658.000000 Penalty: 3937.637695
	Iteration 121Q: 3 clusters Score -1.977666e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180123 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.977645e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180298 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19776178.000000 Penalty: 3937.637695
	Iteration 123Q: 3 clusters Score -1.977618e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180424 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -19776006.000000 Penalty: 3937.637695
	Iteration 124Q: 3 clusters Score -1.977601e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180534 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.97759e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180639 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.977581e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19775712.000000 Penalty: 3937.637695
	Iteration 127Q: 3 clusters Score -1.977571e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180758 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.977568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180798 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.977559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180834 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -19775544.000000 Penalty: 3937.637695
	Iteration 130Q: 3 clusters Score -1.977554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180866 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -19775500.000000 Penalty: 3937.637695
	Iteration 131Q: 3 clusters Score -1.97755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180887 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -19775486.000000 Penalty: 3937.637695
	Iteration 132Q: 3 clusters Score -1.977549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180906 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19775446.000000 Penalty: 3937.637695
	Iteration 133Q: 3 clusters Score -1.977545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180921 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19775430.000000 Penalty: 3937.637695
	Iteration 134Q: 3 clusters Score -1.977543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180942 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -19775426.000000 Penalty: 3937.637695
	Iteration 135Q: 3 clusters Score -1.977543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180953 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -19775412.000000 Penalty: 3937.637695
	Iteration 136Q: 3 clusters Score -1.977541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180968 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19775392.000000 Penalty: 3937.637695
	Iteration 137Q: 3 clusters Score -1.977539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19775396.000000 Penalty: 3937.637695
	Iteration 138Q: 3 clusters Score -1.97754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -19775368.000000 Penalty: 3937.637695
	Iteration 139Q: 3 clusters Score -1.977537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19775354.000000 Penalty: 3937.637695
	Iteration 140F: 3 clusters Score -1.977535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181022 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19775352.000000 Penalty: 3937.637695
	Iteration 141Q: 3 clusters Score -1.977535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181033 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19775316.000000 Penalty: 3937.637695
	Iteration 142Q: 3 clusters Score -1.977532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181038 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19775310.000000 Penalty: 3937.637695
	Iteration 143Q: 3 clusters Score -1.977531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181042 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19775304.000000 Penalty: 3937.637695
	Iteration 144Q: 3 clusters Score -1.97753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181045 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -19775298.000000 Penalty: 3937.637695
	Iteration 145Q: 3 clusters Score -1.97753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181052 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19775302.000000 Penalty: 3937.637695
	Iteration 146Q: 3 clusters Score -1.97753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19775288.000000 Penalty: 3937.637695
	Iteration 147Q: 3 clusters Score -1.977529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19775260.000000 Penalty: 3937.637695
	Iteration 148Q: 3 clusters Score -1.977526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19775256.000000 Penalty: 3937.637695
	Iteration 149Q: 3 clusters Score -1.977526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181081 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19775250.000000 Penalty: 3937.637695
	Iteration 150Q: 3 clusters Score -1.977525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19775246.000000 Penalty: 3937.637695
	Iteration 151Q: 3 clusters Score -1.977525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181098 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19775222.000000 Penalty: 3937.637695
	Iteration 152Q: 3 clusters Score -1.977522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181103 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19775230.000000 Penalty: 3937.637695
	Iteration 153Q: 3 clusters Score -1.977523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181105 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19775234.000000 Penalty: 3937.637695
	Iteration 154Q: 3 clusters Score -1.977523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181108 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19775210.000000 Penalty: 3937.637695
	Iteration 155Q: 3 clusters Score -1.977521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181112 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -19775216.000000 Penalty: 3937.637695
	Iteration 156Q: 3 clusters Score -1.977522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181114 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19775214.000000 Penalty: 3937.637695
	Iteration 157Q: 3 clusters Score -1.977521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181115 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19775212.000000 Penalty: 3937.637695
	Iteration 158Q: 3 clusters Score -1.977521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181115 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19775212.000000 Penalty: 3937.637695
	Iteration 159F: 3 clusters Score -1.977521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 187740 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 106337 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Entering Unmasked Estep 
Score: -101007200.000000 Penalty: 69460.656250
Splitting cluster 8 changes total score from -101007056.000000 to -101007200.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (22012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Entering Unmasked Estep 
Score: -2356222.750000 Penalty: 1624.893188
	Iteration 0F: 2 clusters Score -2356223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2341434.500000 Penalty: 3249.786377
	Iteration 0F: 3 clusters Score -2341434 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2346934.250000 Penalty: 3249.786377
	Iteration 1F: 3 clusters Score -2346934 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2347456.750000 Penalty: 3249.786377
	Iteration 2F: 3 clusters Score -2347457 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2348093.500000 Penalty: 3249.786377
	Iteration 3F: 3 clusters Score -2348094 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2348870.750000 Penalty: 3249.786377
	Iteration 4F: 3 clusters Score -2348871 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2349745.750000 Penalty: 3249.786377
	Iteration 5F: 3 clusters Score -2349746 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2350786.000000 Penalty: 3249.786377
	Iteration 6F: 3 clusters Score -2350786 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2351936.250000 Penalty: 3249.786377
	Iteration 7F: 3 clusters Score -2351936 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2352987.750000 Penalty: 3249.786377
	Iteration 8F: 3 clusters Score -2352988 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2353753.250000 Penalty: 3249.786377
	Iteration 9Q: 3 clusters Score -2353753 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2354287.000000 Penalty: 3249.786377
	Iteration 10Q: 3 clusters Score -2354287 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2354662.750000 Penalty: 3249.786377
	Iteration 11Q: 3 clusters Score -2354663 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2354925.500000 Penalty: 3249.786377
	Iteration 12Q: 3 clusters Score -2354926 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2355148.500000 Penalty: 3249.786377
	Iteration 13Q: 3 clusters Score -2355148 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2355342.000000 Penalty: 3249.786377
	Iteration 14Q: 3 clusters Score -2355342 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2355467.250000 Penalty: 3249.786377
	Iteration 15Q: 3 clusters Score -2355467 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2355564.750000 Penalty: 3249.786377
	Iteration 16Q: 3 clusters Score -2355565 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2355636.750000 Penalty: 3249.786377
	Iteration 17Q: 3 clusters Score -2355637 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2355702.750000 Penalty: 3249.786377
	Iteration 18Q: 3 clusters Score -2355703 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2355770.250000 Penalty: 3249.786377
	Iteration 19Q: 3 clusters Score -2355770 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2355833.500000 Penalty: 3249.786377
	Iteration 20F: 3 clusters Score -2355834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2355880.500000 Penalty: 3249.786377
	Iteration 21Q: 3 clusters Score -2355880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2355899.750000 Penalty: 3249.786377
	Iteration 22Q: 3 clusters Score -2355900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2355913.250000 Penalty: 3249.786377
	Iteration 23Q: 3 clusters Score -2355913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2355924.000000 Penalty: 3249.786377
	Iteration 24Q: 3 clusters Score -2355924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2355930.750000 Penalty: 3249.786377
	Iteration 25Q: 3 clusters Score -2355931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2355937.750000 Penalty: 3249.786377
	Iteration 26Q: 3 clusters Score -2355938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2355938.750000 Penalty: 3249.786377
	Iteration 27Q: 3 clusters Score -2355939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2355937.750000 Penalty: 3249.786377
	Iteration 28Q: 3 clusters Score -2355938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2355938.250000 Penalty: 3249.786377
	Iteration 29Q: 3 clusters Score -2355938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2355941.000000 Penalty: 3249.786377
	Iteration 30Q: 3 clusters Score -2355941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2355942.500000 Penalty: 3249.786377
	Iteration 31Q: 3 clusters Score -2355942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2355948.000000 Penalty: 3249.786377
	Iteration 32Q: 3 clusters Score -2355948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2355951.000000 Penalty: 3249.786377
	Iteration 33Q: 3 clusters Score -2355951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2355948.250000 Penalty: 3249.786377
	Iteration 34Q: 3 clusters Score -2355948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2355950.750000 Penalty: 3249.786377
	Iteration 35Q: 3 clusters Score -2355951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2355947.750000 Penalty: 3249.786377
	Iteration 36Q: 3 clusters Score -2355948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2355947.750000 Penalty: 3249.786377
	Iteration 37F: 3 clusters Score -2355948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Entering Unmasked Estep 
Score: -1074573.500000 Penalty: 1505.380615
	Iteration 0F: 2 clusters Score -1074574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1067059.625000 Penalty: 3010.761230
	Iteration 0F: 3 clusters Score -1067060 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1069452.250000 Penalty: 3010.761230
	Iteration 1F: 3 clusters Score -1069452 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1069684.750000 Penalty: 3010.761230
	Iteration 2F: 3 clusters Score -1069685 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1069959.625000 Penalty: 3010.761230
	Iteration 3F: 3 clusters Score -1069960 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1070311.000000 Penalty: 3010.761230
	Iteration 4F: 3 clusters Score -1070311 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1070743.500000 Penalty: 3010.761230
	Iteration 5F: 3 clusters Score -1070744 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1071222.625000 Penalty: 3010.761230
	Iteration 6F: 3 clusters Score -1071223 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1071632.750000 Penalty: 3010.761230
	Iteration 7F: 3 clusters Score -1071633 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1071940.750000 Penalty: 3010.761230
	Iteration 8F: 3 clusters Score -1071941 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1072198.375000 Penalty: 3010.761230
	Iteration 9Q: 3 clusters Score -1072198 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1072419.375000 Penalty: 3010.761230
	Iteration 10Q: 3 clusters Score -1072419 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1072624.625000 Penalty: 3010.761230
	Iteration 11Q: 3 clusters Score -1072625 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1072802.000000 Penalty: 3010.761230
	Iteration 12Q: 3 clusters Score -1072802 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1072936.125000 Penalty: 3010.761230
	Iteration 13Q: 3 clusters Score -1072936 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1073034.500000 Penalty: 3010.761230
	Iteration 14Q: 3 clusters Score -1073034 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1073100.250000 Penalty: 3010.761230
	Iteration 15Q: 3 clusters Score -1073100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1073146.250000 Penalty: 3010.761230
	Iteration 16Q: 3 clusters Score -1073146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1073192.375000 Penalty: 3010.761230
	Iteration 17Q: 3 clusters Score -1073192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1073228.250000 Penalty: 3010.761230
	Iteration 18Q: 3 clusters Score -1073228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1073256.875000 Penalty: 3010.761230
	Iteration 19Q: 3 clusters Score -1073257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1073278.750000 Penalty: 3010.761230
	Iteration 20F: 3 clusters Score -1073279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1073297.750000 Penalty: 3010.761230
	Iteration 21Q: 3 clusters Score -1073298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1073307.750000 Penalty: 3010.761230
	Iteration 22Q: 3 clusters Score -1073308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1073316.000000 Penalty: 3010.761230
	Iteration 23Q: 3 clusters Score -1073316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1073323.000000 Penalty: 3010.761230
	Iteration 24Q: 3 clusters Score -1073323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1073329.750000 Penalty: 3010.761230
	Iteration 25Q: 3 clusters Score -1073330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1073336.875000 Penalty: 3010.761230
	Iteration 26Q: 3 clusters Score -1073337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1073341.375000 Penalty: 3010.761230
	Iteration 27Q: 3 clusters Score -1073341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1073346.375000 Penalty: 3010.761230
	Iteration 28Q: 3 clusters Score -1073346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1073347.500000 Penalty: 3010.761230
	Iteration 29Q: 3 clusters Score -1073348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1073350.250000 Penalty: 3010.761230
	Iteration 30Q: 3 clusters Score -1073350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1073351.750000 Penalty: 3010.761230
	Iteration 31Q: 3 clusters Score -1073352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1073353.250000 Penalty: 3010.761230
	Iteration 32Q: 3 clusters Score -1073353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1073356.000000 Penalty: 3010.761230
	Iteration 33Q: 3 clusters Score -1073356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1073356.750000 Penalty: 3010.761230
	Iteration 34Q: 3 clusters Score -1073357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1073356.625000 Penalty: 3010.761230
	Iteration 35Q: 3 clusters Score -1073357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1073356.625000 Penalty: 3010.761230
	Iteration 36F: 3 clusters Score -1073357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -245983.000000 Penalty: 1283.129395
	Iteration 0F: 2 clusters Score -245983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -243533.468750 Penalty: 2566.258789
	Iteration 0F: 3 clusters Score -243533.5 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -244509.406250 Penalty: 2566.258789
	Iteration 1F: 3 clusters Score -244509.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245108.671875 Penalty: 2566.258789
	Iteration 2F: 3 clusters Score -245108.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -245620.296875 Penalty: 2566.258789
	Iteration 3F: 3 clusters Score -245620.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -245876.562500 Penalty: 2566.258789
	Iteration 4F: 3 clusters Score -245876.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -245976.312500 Penalty: 2566.258789
	Iteration 5Q: 3 clusters Score -245976.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -246043.046875 Penalty: 2566.258789
	Iteration 6Q: 3 clusters Score -246043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -246086.343750 Penalty: 2566.258789
	Iteration 7Q: 3 clusters Score -246086.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -246115.328125 Penalty: 2566.258789
	Iteration 8Q: 3 clusters Score -246115.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -246143.203125 Penalty: 2566.258789
	Iteration 9Q: 3 clusters Score -246143.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -246164.015625 Penalty: 2566.258789
	Iteration 10Q: 3 clusters Score -246164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -246181.312500 Penalty: 2566.258789
	Iteration 11Q: 3 clusters Score -246181.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -246198.265625 Penalty: 2566.258789
	Iteration 12Q: 3 clusters Score -246198.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -246216.062500 Penalty: 2566.258789
	Iteration 13Q: 3 clusters Score -246216.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -246225.156250 Penalty: 2566.258789
	Iteration 14Q: 3 clusters Score -246225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -246231.218750 Penalty: 2566.258789
	Iteration 15Q: 3 clusters Score -246231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -246237.906250 Penalty: 2566.258789
	Iteration 16Q: 3 clusters Score -246237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -246244.859375 Penalty: 2566.258789
	Iteration 17Q: 3 clusters Score -246244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246247.656250 Penalty: 2566.258789
	Iteration 18Q: 3 clusters Score -246247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -246249.531250 Penalty: 2566.258789
	Iteration 19Q: 3 clusters Score -246249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -246252.109375 Penalty: 2566.258789
	Iteration 20F: 3 clusters Score -246252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -246254.562500 Penalty: 2566.258789
	Iteration 21Q: 3 clusters Score -246254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246257.281250 Penalty: 2566.258789
	Iteration 22Q: 3 clusters Score -246257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -246258.765625 Penalty: 2566.258789
	Iteration 23Q: 3 clusters Score -246258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -246260.375000 Penalty: 2566.258789
	Iteration 24Q: 3 clusters Score -246260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246260.218750 Penalty: 2566.258789
	Iteration 25Q: 3 clusters Score -246260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246260.218750 Penalty: 2566.258789
	Iteration 26F: 3 clusters Score -246260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 187740 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 106337 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 1128 members 
Entering Unmasked Estep 
Score: -101006568.000000 Penalty: 71701.320312
Splitting cluster 11 changes total score from -101007056.000000 to -101006568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -232116.296875 Penalty: 1266.658813
	Iteration 0F: 2 clusters Score -232116.3 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 1185 members 
Entering Unmasked Estep 
Score: -229788.859375 Penalty: 2533.317627
	Iteration 0F: 3 clusters Score -229788.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -230333.843750 Penalty: 2533.317627
	Iteration 1F: 3 clusters Score -230333.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -230442.250000 Penalty: 2533.317627
	Iteration 2F: 3 clusters Score -230442.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -230534.312500 Penalty: 2533.317627
	Iteration 3Q: 3 clusters Score -230534.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -230639.671875 Penalty: 2533.317627
	Iteration 4Q: 3 clusters Score -230639.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -230788.359375 Penalty: 2533.317627
	Iteration 5Q: 3 clusters Score -230788.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -231020.718750 Penalty: 2533.317627
	Iteration 6F: 3 clusters Score -231020.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -231305.468750 Penalty: 2533.317627
	Iteration 7F: 3 clusters Score -231305.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -231587.578125 Penalty: 2533.317627
	Iteration 8F: 3 clusters Score -231587.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -231822.406250 Penalty: 2533.317627
	Iteration 9F: 3 clusters Score -231822.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -231966.093750 Penalty: 2533.317627
	Iteration 10Q: 3 clusters Score -231966.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -232053.890625 Penalty: 2533.317627
	Iteration 11Q: 3 clusters Score -232053.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -232091.796875 Penalty: 2533.317627
	Iteration 12Q: 3 clusters Score -232091.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -232117.234375 Penalty: 2533.317627
	Iteration 13Q: 3 clusters Score -232117.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -232134.375000 Penalty: 2533.317627
	Iteration 14Q: 3 clusters Score -232134.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -232155.343750 Penalty: 2533.317627
	Iteration 15Q: 3 clusters Score -232155.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -232185.156250 Penalty: 2533.317627
	Iteration 16Q: 3 clusters Score -232185.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -232207.421875 Penalty: 2533.317627
	Iteration 17Q: 3 clusters Score -232207.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -232221.812500 Penalty: 2533.317627
	Iteration 18Q: 3 clusters Score -232221.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -232243.109375 Penalty: 2533.317627
	Iteration 19Q: 3 clusters Score -232243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -232255.640625 Penalty: 2533.317627
	Iteration 20F: 3 clusters Score -232255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -232263.953125 Penalty: 2533.317627
	Iteration 21Q: 3 clusters Score -232264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -232267.578125 Penalty: 2533.317627
	Iteration 22Q: 3 clusters Score -232267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -232268.046875 Penalty: 2533.317627
	Iteration 23Q: 3 clusters Score -232268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -232269.328125 Penalty: 2533.317627
	Iteration 24Q: 3 clusters Score -232269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -232269.328125 Penalty: 2533.317627
	Iteration 25F: 3 clusters Score -232269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 187740 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 106337 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 1851 members 
Entering Unmasked Estep 
Score: -101006448.000000 Penalty: 71701.320312
Splitting cluster 12 changes total score from -101007056.000000 to -101006448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -88394.648438 Penalty: 1136.663208
	Iteration 0F: 2 clusters Score -88394.65 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 523 members 
Entering Unmasked Estep 
Score: -87190.781250 Penalty: 2273.326416
	Iteration 0F: 3 clusters Score -87190.78 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -88479.609375 Penalty: 2273.326416
	Iteration 1F: 3 clusters Score -88479.61 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -89230.703125 Penalty: 2273.326416
	Iteration 2F: 3 clusters Score -89230.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -89348.460938 Penalty: 2273.326416
	Iteration 3F: 3 clusters Score -89348.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89391.789062 Penalty: 2273.326416
	Iteration 4Q: 3 clusters Score -89391.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89425.085938 Penalty: 2273.326416
	Iteration 5Q: 3 clusters Score -89425.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -89446.515625 Penalty: 2273.326416
	Iteration 6Q: 3 clusters Score -89446.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -89455.437500 Penalty: 2273.326416
	Iteration 7Q: 3 clusters Score -89455.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -89457.593750 Penalty: 2273.326416
	Iteration 8Q: 3 clusters Score -89457.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -89457.593750 Penalty: 2273.326416
	Iteration 9F: 3 clusters Score -89457.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 187740 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 106337 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 884 members 
Entering Unmasked Estep 
Score: -101007208.000000 Penalty: 71701.320312
Splitting cluster 13 changes total score from -101007056.000000 to -101007208.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -243537.703125 Penalty: 1259.334961
	Iteration 0F: 2 clusters Score -243537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241249.156250 Penalty: 2518.669922
	Iteration 0F: 3 clusters Score -241249.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -241996.921875 Penalty: 2518.669922
	Iteration 1F: 3 clusters Score -241996.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -242346.156250 Penalty: 2518.669922
	Iteration 2F: 3 clusters Score -242346.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -242520.984375 Penalty: 2518.669922
	Iteration 3F: 3 clusters Score -242521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -242626.390625 Penalty: 2518.669922
	Iteration 4Q: 3 clusters Score -242626.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -242702.062500 Penalty: 2518.669922
	Iteration 5Q: 3 clusters Score -242702.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -242739.984375 Penalty: 2518.669922
	Iteration 6Q: 3 clusters Score -242740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -242780.265625 Penalty: 2518.669922
	Iteration 7Q: 3 clusters Score -242780.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -242814.046875 Penalty: 2518.669922
	Iteration 8Q: 3 clusters Score -242814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242840.812500 Penalty: 2518.669922
	Iteration 9Q: 3 clusters Score -242840.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242860.640625 Penalty: 2518.669922
	Iteration 10Q: 3 clusters Score -242860.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -242874.750000 Penalty: 2518.669922
	Iteration 11Q: 3 clusters Score -242874.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -242882.031250 Penalty: 2518.669922
	Iteration 12Q: 3 clusters Score -242882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242887.718750 Penalty: 2518.669922
	Iteration 13Q: 3 clusters Score -242887.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242895.390625 Penalty: 2518.669922
	Iteration 14Q: 3 clusters Score -242895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -242899.609375 Penalty: 2518.669922
	Iteration 15Q: 3 clusters Score -242899.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -242904.750000 Penalty: 2518.669922
	Iteration 16Q: 3 clusters Score -242904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -242910.015625 Penalty: 2518.669922
	Iteration 17Q: 3 clusters Score -242910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242913.031250 Penalty: 2518.669922
	Iteration 18Q: 3 clusters Score -242913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -242914.718750 Penalty: 2518.669922
	Iteration 19Q: 3 clusters Score -242914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -242916.203125 Penalty: 2518.669922
	Iteration 20F: 3 clusters Score -242916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242918.703125 Penalty: 2518.669922
	Iteration 21Q: 3 clusters Score -242918.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -242920.031250 Penalty: 2518.669922
	Iteration 22Q: 3 clusters Score -242920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -242921.078125 Penalty: 2518.669922
	Iteration 23Q: 3 clusters Score -242921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -242921.968750 Penalty: 2518.669922
	Iteration 24Q: 3 clusters Score -242922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -242923.234375 Penalty: 2518.669922
	Iteration 25Q: 3 clusters Score -242923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242923.750000 Penalty: 2518.669922
	Iteration 26Q: 3 clusters Score -242923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -242923.921875 Penalty: 2518.669922
	Iteration 27Q: 3 clusters Score -242923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -242925.734375 Penalty: 2518.669922
	Iteration 28Q: 3 clusters Score -242925.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -242927.640625 Penalty: 2518.669922
	Iteration 29Q: 3 clusters Score -242927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -242929.265625 Penalty: 2518.669922
	Iteration 30Q: 3 clusters Score -242929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242929.296875 Penalty: 2518.669922
	Iteration 31Q: 3 clusters Score -242929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242930.843750 Penalty: 2518.669922
	Iteration 32Q: 3 clusters Score -242930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -242931.156250 Penalty: 2518.669922
	Iteration 33Q: 3 clusters Score -242931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242931.125000 Penalty: 2518.669922
	Iteration 34Q: 3 clusters Score -242931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242931.125000 Penalty: 2518.669922
	Iteration 35F: 3 clusters Score -242931.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Entering Unmasked Estep 
Score: -5943643.500000 Penalty: 1780.928101
	Iteration 0F: 2 clusters Score -5943644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5905185.000000 Penalty: 3561.856201
	Iteration 0F: 3 clusters Score -5905185 nChanged 26982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -5920112.500000 Penalty: 3561.856201
	Iteration 1F: 3 clusters Score -5920112 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -5920618.500000 Penalty: 3561.856201
	Iteration 2Q: 3 clusters Score -5920618 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5921168.000000 Penalty: 3561.856201
	Iteration 3Q: 3 clusters Score -5921168 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -5921787.500000 Penalty: 3561.856201
	Iteration 4Q: 3 clusters Score -5921788 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5922675.000000 Penalty: 3561.856201
	Iteration 5Q: 3 clusters Score -5922675 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5923781.000000 Penalty: 3561.856201
	Iteration 6Q: 3 clusters Score -5923781 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5925316.000000 Penalty: 3561.856201
	Iteration 7Q: 3 clusters Score -5925316 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -5927261.500000 Penalty: 3561.856201
	Iteration 8F: 3 clusters Score -5927262 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5929335.000000 Penalty: 3561.856201
	Iteration 9F: 3 clusters Score -5929335 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5931208.500000 Penalty: 3561.856201
	Iteration 10F: 3 clusters Score -5931208 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5932633.000000 Penalty: 3561.856201
	Iteration 11Q: 3 clusters Score -5932633 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -5933584.000000 Penalty: 3561.856201
	Iteration 12Q: 3 clusters Score -5933584 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5934215.500000 Penalty: 3561.856201
	Iteration 13Q: 3 clusters Score -5934216 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5934665.000000 Penalty: 3561.856201
	Iteration 14Q: 3 clusters Score -5934665 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5935043.000000 Penalty: 3561.856201
	Iteration 15Q: 3 clusters Score -5935043 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -5935407.000000 Penalty: 3561.856201
	Iteration 16Q: 3 clusters Score -5935407 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5935805.500000 Penalty: 3561.856201
	Iteration 17Q: 3 clusters Score -5935806 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -5936252.500000 Penalty: 3561.856201
	Iteration 18Q: 3 clusters Score -5936252 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -5936746.000000 Penalty: 3561.856201
	Iteration 19Q: 3 clusters Score -5936746 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -5937401.000000 Penalty: 3561.856201
	Iteration 20F: 3 clusters Score -5937401 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -5938003.500000 Penalty: 3561.856201
	Iteration 21Q: 3 clusters Score -5938004 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5938560.500000 Penalty: 3561.856201
	Iteration 22Q: 3 clusters Score -5938560 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5939174.500000 Penalty: 3561.856201
	Iteration 23Q: 3 clusters Score -5939174 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5939822.000000 Penalty: 3561.856201
	Iteration 24Q: 3 clusters Score -5939822 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5940487.500000 Penalty: 3561.856201
	Iteration 25Q: 3 clusters Score -5940488 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5941080.000000 Penalty: 3561.856201
	Iteration 26Q: 3 clusters Score -5941080 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5941507.500000 Penalty: 3561.856201
	Iteration 27Q: 3 clusters Score -5941508 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5941792.000000 Penalty: 3561.856201
	Iteration 28Q: 3 clusters Score -5941792 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5941977.000000 Penalty: 3561.856201
	Iteration 29Q: 3 clusters Score -5941977 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5942095.000000 Penalty: 3561.856201
	Iteration 30Q: 3 clusters Score -5942095 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5942185.000000 Penalty: 3561.856201
	Iteration 31Q: 3 clusters Score -5942185 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5942233.000000 Penalty: 3561.856201
	Iteration 32Q: 3 clusters Score -5942233 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5942273.500000 Penalty: 3561.856201
	Iteration 33Q: 3 clusters Score -5942274 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5942326.500000 Penalty: 3561.856201
	Iteration 34Q: 3 clusters Score -5942326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5942352.000000 Penalty: 3561.856201
	Iteration 35Q: 3 clusters Score -5942352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5942387.500000 Penalty: 3561.856201
	Iteration 36Q: 3 clusters Score -5942388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5942403.500000 Penalty: 3561.856201
	Iteration 37Q: 3 clusters Score -5942404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5942416.500000 Penalty: 3561.856201
	Iteration 38Q: 3 clusters Score -5942416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5942433.500000 Penalty: 3561.856201
	Iteration 39Q: 3 clusters Score -5942434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5942464.000000 Penalty: 3561.856201
	Iteration 40F: 3 clusters Score -5942464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5942474.000000 Penalty: 3561.856201
	Iteration 41Q: 3 clusters Score -5942474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5942484.500000 Penalty: 3561.856201
	Iteration 42Q: 3 clusters Score -5942484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5942518.500000 Penalty: 3561.856201
	Iteration 43Q: 3 clusters Score -5942518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5942546.500000 Penalty: 3561.856201
	Iteration 44Q: 3 clusters Score -5942546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5942555.500000 Penalty: 3561.856201
	Iteration 45Q: 3 clusters Score -5942556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5942585.000000 Penalty: 3561.856201
	Iteration 46Q: 3 clusters Score -5942585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5942609.000000 Penalty: 3561.856201
	Iteration 47Q: 3 clusters Score -5942609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5942623.500000 Penalty: 3561.856201
	Iteration 48Q: 3 clusters Score -5942624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5942644.000000 Penalty: 3561.856201
	Iteration 49Q: 3 clusters Score -5942644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5942652.500000 Penalty: 3561.856201
	Iteration 50Q: 3 clusters Score -5942652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5942651.500000 Penalty: 3561.856201
	Iteration 51Q: 3 clusters Score -5942652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5942666.500000 Penalty: 3561.856201
	Iteration 52Q: 3 clusters Score -5942666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5942682.000000 Penalty: 3561.856201
	Iteration 53Q: 3 clusters Score -5942682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5942692.000000 Penalty: 3561.856201
	Iteration 54Q: 3 clusters Score -5942692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5942702.000000 Penalty: 3561.856201
	Iteration 55Q: 3 clusters Score -5942702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5942709.000000 Penalty: 3561.856201
	Iteration 56Q: 3 clusters Score -5942709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5942717.000000 Penalty: 3561.856201
	Iteration 57Q: 3 clusters Score -5942717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5942724.000000 Penalty: 3561.856201
	Iteration 58Q: 3 clusters Score -5942724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5942736.500000 Penalty: 3561.856201
	Iteration 59Q: 3 clusters Score -5942736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5942761.500000 Penalty: 3561.856201
	Iteration 60F: 3 clusters Score -5942762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5942791.000000 Penalty: 3561.856201
	Iteration 61Q: 3 clusters Score -5942791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5942827.000000 Penalty: 3561.856201
	Iteration 62Q: 3 clusters Score -5942827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5942848.500000 Penalty: 3561.856201
	Iteration 63Q: 3 clusters Score -5942848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5942875.000000 Penalty: 3561.856201
	Iteration 64Q: 3 clusters Score -5942875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5942914.500000 Penalty: 3561.856201
	Iteration 65Q: 3 clusters Score -5942914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5942963.000000 Penalty: 3561.856201
	Iteration 66Q: 3 clusters Score -5942963 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5942988.000000 Penalty: 3561.856201
	Iteration 67Q: 3 clusters Score -5942988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5943040.000000 Penalty: 3561.856201
	Iteration 68Q: 3 clusters Score -5943040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5943109.500000 Penalty: 3561.856201
	Iteration 69Q: 3 clusters Score -5943110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5943140.500000 Penalty: 3561.856201
	Iteration 70Q: 3 clusters Score -5943140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5943153.500000 Penalty: 3561.856201
	Iteration 71Q: 3 clusters Score -5943154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5943195.000000 Penalty: 3561.856201
	Iteration 72Q: 3 clusters Score -5943195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5943199.500000 Penalty: 3561.856201
	Iteration 73Q: 3 clusters Score -5943200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5943204.000000 Penalty: 3561.856201
	Iteration 74Q: 3 clusters Score -5943204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5943226.500000 Penalty: 3561.856201
	Iteration 75Q: 3 clusters Score -5943226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5943243.000000 Penalty: 3561.856201
	Iteration 76Q: 3 clusters Score -5943243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5943238.500000 Penalty: 3561.856201
	Iteration 77Q: 3 clusters Score -5943238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5943249.000000 Penalty: 3561.856201
	Iteration 78Q: 3 clusters Score -5943249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5943259.500000 Penalty: 3561.856201
	Iteration 79Q: 3 clusters Score -5943260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5943285.000000 Penalty: 3561.856201
	Iteration 80F: 3 clusters Score -5943285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5943302.000000 Penalty: 3561.856201
	Iteration 81Q: 3 clusters Score -5943302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5943320.500000 Penalty: 3561.856201
	Iteration 82Q: 3 clusters Score -5943320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5943336.000000 Penalty: 3561.856201
	Iteration 83Q: 3 clusters Score -5943336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5943345.000000 Penalty: 3561.856201
	Iteration 84Q: 3 clusters Score -5943345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5943357.500000 Penalty: 3561.856201
	Iteration 85Q: 3 clusters Score -5943358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5943372.000000 Penalty: 3561.856201
	Iteration 86Q: 3 clusters Score -5943372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5943390.000000 Penalty: 3561.856201
	Iteration 87Q: 3 clusters Score -5943390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5943404.000000 Penalty: 3561.856201
	Iteration 88Q: 3 clusters Score -5943404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5943409.500000 Penalty: 3561.856201
	Iteration 89Q: 3 clusters Score -5943410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5943425.500000 Penalty: 3561.856201
	Iteration 90Q: 3 clusters Score -5943426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5943432.500000 Penalty: 3561.856201
	Iteration 91Q: 3 clusters Score -5943432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5943433.000000 Penalty: 3561.856201
	Iteration 92Q: 3 clusters Score -5943433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5943453.500000 Penalty: 3561.856201
	Iteration 93Q: 3 clusters Score -5943454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5943447.000000 Penalty: 3561.856201
	Iteration 94Q: 3 clusters Score -5943447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5943447.000000 Penalty: 3561.856201
	Iteration 95Q: 3 clusters Score -5943447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5943464.500000 Penalty: 3561.856201
	Iteration 96Q: 3 clusters Score -5943464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5943460.000000 Penalty: 3561.856201
	Iteration 97Q: 3 clusters Score -5943460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5943469.500000 Penalty: 3561.856201
	Iteration 98Q: 3 clusters Score -5943470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5943489.000000 Penalty: 3561.856201
	Iteration 99Q: 3 clusters Score -5943489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5943506.000000 Penalty: 3561.856201
	Iteration 100F: 3 clusters Score -5943506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5943526.000000 Penalty: 3561.856201
	Iteration 101Q: 3 clusters Score -5943526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5943525.000000 Penalty: 3561.856201
	Iteration 102Q: 3 clusters Score -5943525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5943538.500000 Penalty: 3561.856201
	Iteration 103Q: 3 clusters Score -5943538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5943544.500000 Penalty: 3561.856201
	Iteration 104Q: 3 clusters Score -5943544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5943551.500000 Penalty: 3561.856201
	Iteration 105Q: 3 clusters Score -5943552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5943547.500000 Penalty: 3561.856201
	Iteration 106Q: 3 clusters Score -5943548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5943557.000000 Penalty: 3561.856201
	Iteration 107Q: 3 clusters Score -5943557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5943547.500000 Penalty: 3561.856201
	Iteration 108Q: 3 clusters Score -5943548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5943548.500000 Penalty: 3561.856201
	Iteration 109Q: 3 clusters Score -5943548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5943539.000000 Penalty: 3561.856201
	Iteration 110Q: 3 clusters Score -5943539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5943542.500000 Penalty: 3561.856201
	Iteration 111Q: 3 clusters Score -5943542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5943548.000000 Penalty: 3561.856201
	Iteration 112Q: 3 clusters Score -5943548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5943548.000000 Penalty: 3561.856201
	Iteration 113Q: 3 clusters Score -5943548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5943552.000000 Penalty: 3561.856201
	Iteration 114Q: 3 clusters Score -5943552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5943549.500000 Penalty: 3561.856201
	Iteration 115Q: 3 clusters Score -5943550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5943553.500000 Penalty: 3561.856201
	Iteration 116Q: 3 clusters Score -5943554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5943565.500000 Penalty: 3561.856201
	Iteration 117Q: 3 clusters Score -5943566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5943566.500000 Penalty: 3561.856201
	Iteration 118Q: 3 clusters Score -5943566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5943561.500000 Penalty: 3561.856201
	Iteration 119Q: 3 clusters Score -5943562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5943564.000000 Penalty: 3561.856201
	Iteration 120F: 3 clusters Score -5943564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5943561.000000 Penalty: 3561.856201
	Iteration 121Q: 3 clusters Score -5943561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5943566.500000 Penalty: 3561.856201
	Iteration 122Q: 3 clusters Score -5943566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5943560.000000 Penalty: 3561.856201
	Iteration 123Q: 3 clusters Score -5943560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5943560.000000 Penalty: 3561.856201
	Iteration 124F: 3 clusters Score -5943560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -1194897.250000 Penalty: 1529.339478
	Iteration 0F: 2 clusters Score -1194897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1186323.375000 Penalty: 3058.678955
	Iteration 0F: 3 clusters Score -1186323 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1189415.375000 Penalty: 3058.678955
	Iteration 1F: 3 clusters Score -1189415 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1189936.750000 Penalty: 3058.678955
	Iteration 2F: 3 clusters Score -1189937 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1190539.875000 Penalty: 3058.678955
	Iteration 3F: 3 clusters Score -1190540 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1191174.375000 Penalty: 3058.678955
	Iteration 4F: 3 clusters Score -1191174 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1191703.625000 Penalty: 3058.678955
	Iteration 5F: 3 clusters Score -1191704 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1192125.375000 Penalty: 3058.678955
	Iteration 6F: 3 clusters Score -1192125 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1192424.125000 Penalty: 3058.678955
	Iteration 7Q: 3 clusters Score -1192424 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1192756.250000 Penalty: 3058.678955
	Iteration 8Q: 3 clusters Score -1192756 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1193066.125000 Penalty: 3058.678955
	Iteration 9Q: 3 clusters Score -1193066 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1193282.375000 Penalty: 3058.678955
	Iteration 10Q: 3 clusters Score -1193282 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1193418.500000 Penalty: 3058.678955
	Iteration 11Q: 3 clusters Score -1193418 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1193512.875000 Penalty: 3058.678955
	Iteration 12Q: 3 clusters Score -1193513 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1193589.500000 Penalty: 3058.678955
	Iteration 13Q: 3 clusters Score -1193590 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1193664.750000 Penalty: 3058.678955
	Iteration 14Q: 3 clusters Score -1193665 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1193745.125000 Penalty: 3058.678955
	Iteration 15Q: 3 clusters Score -1193745 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1193801.625000 Penalty: 3058.678955
	Iteration 16Q: 3 clusters Score -1193802 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1193850.875000 Penalty: 3058.678955
	Iteration 17Q: 3 clusters Score -1193851 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1193899.750000 Penalty: 3058.678955
	Iteration 18Q: 3 clusters Score -1193900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1193936.875000 Penalty: 3058.678955
	Iteration 19Q: 3 clusters Score -1193937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1193960.125000 Penalty: 3058.678955
	Iteration 20F: 3 clusters Score -1193960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1193981.750000 Penalty: 3058.678955
	Iteration 21Q: 3 clusters Score -1193982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1194004.625000 Penalty: 3058.678955
	Iteration 22Q: 3 clusters Score -1194005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1194028.250000 Penalty: 3058.678955
	Iteration 23Q: 3 clusters Score -1194028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1194056.000000 Penalty: 3058.678955
	Iteration 24Q: 3 clusters Score -1194056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1194073.125000 Penalty: 3058.678955
	Iteration 25Q: 3 clusters Score -1194073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1194088.250000 Penalty: 3058.678955
	Iteration 26Q: 3 clusters Score -1194088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1194095.250000 Penalty: 3058.678955
	Iteration 27Q: 3 clusters Score -1194095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1194103.625000 Penalty: 3058.678955
	Iteration 28Q: 3 clusters Score -1194104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1194115.625000 Penalty: 3058.678955
	Iteration 29Q: 3 clusters Score -1194116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1194128.625000 Penalty: 3058.678955
	Iteration 30Q: 3 clusters Score -1194129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1194134.000000 Penalty: 3058.678955
	Iteration 31Q: 3 clusters Score -1194134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1194141.500000 Penalty: 3058.678955
	Iteration 32Q: 3 clusters Score -1194142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1194151.375000 Penalty: 3058.678955
	Iteration 33Q: 3 clusters Score -1194151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1194162.125000 Penalty: 3058.678955
	Iteration 34Q: 3 clusters Score -1194162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1194173.375000 Penalty: 3058.678955
	Iteration 35Q: 3 clusters Score -1194173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1194182.500000 Penalty: 3058.678955
	Iteration 36Q: 3 clusters Score -1194182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1194188.750000 Penalty: 3058.678955
	Iteration 37Q: 3 clusters Score -1194189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1194189.125000 Penalty: 3058.678955
	Iteration 38Q: 3 clusters Score -1194189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1194194.625000 Penalty: 3058.678955
	Iteration 39Q: 3 clusters Score -1194195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1194197.000000 Penalty: 3058.678955
	Iteration 40F: 3 clusters Score -1194197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1194205.125000 Penalty: 3058.678955
	Iteration 41Q: 3 clusters Score -1194205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1194212.250000 Penalty: 3058.678955
	Iteration 42Q: 3 clusters Score -1194212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1194221.125000 Penalty: 3058.678955
	Iteration 43Q: 3 clusters Score -1194221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1194225.125000 Penalty: 3058.678955
	Iteration 44Q: 3 clusters Score -1194225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1194236.125000 Penalty: 3058.678955
	Iteration 45Q: 3 clusters Score -1194236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1194237.250000 Penalty: 3058.678955
	Iteration 46Q: 3 clusters Score -1194237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1194251.875000 Penalty: 3058.678955
	Iteration 47Q: 3 clusters Score -1194252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1194260.500000 Penalty: 3058.678955
	Iteration 48Q: 3 clusters Score -1194260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1194266.375000 Penalty: 3058.678955
	Iteration 49Q: 3 clusters Score -1194266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1194271.000000 Penalty: 3058.678955
	Iteration 50Q: 3 clusters Score -1194271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1194275.625000 Penalty: 3058.678955
	Iteration 51Q: 3 clusters Score -1194276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1194272.000000 Penalty: 3058.678955
	Iteration 52Q: 3 clusters Score -1194272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1194278.875000 Penalty: 3058.678955
	Iteration 53Q: 3 clusters Score -1194279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1194281.125000 Penalty: 3058.678955
	Iteration 54Q: 3 clusters Score -1194281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1194283.125000 Penalty: 3058.678955
	Iteration 55Q: 3 clusters Score -1194283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1194280.875000 Penalty: 3058.678955
	Iteration 56Q: 3 clusters Score -1194281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1194284.375000 Penalty: 3058.678955
	Iteration 57Q: 3 clusters Score -1194284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1194285.125000 Penalty: 3058.678955
	Iteration 58Q: 3 clusters Score -1194285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1194285.250000 Penalty: 3058.678955
	Iteration 59Q: 3 clusters Score -1194285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1194284.250000 Penalty: 3058.678955
	Iteration 60F: 3 clusters Score -1194284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1194285.625000 Penalty: 3058.678955
	Iteration 61Q: 3 clusters Score -1194286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1194287.500000 Penalty: 3058.678955
	Iteration 62Q: 3 clusters Score -1194288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1194287.750000 Penalty: 3058.678955
	Iteration 63Q: 3 clusters Score -1194288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1194287.750000 Penalty: 3058.678955
	Iteration 64F: 3 clusters Score -1194288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Entering Unmasked Estep 
Score: -1644996.250000 Penalty: 1574.078491
	Iteration 0F: 2 clusters Score -1644996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1633884.125000 Penalty: 3148.156982
	Iteration 0F: 3 clusters Score -1633884 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1637857.000000 Penalty: 3148.156982
	Iteration 1F: 3 clusters Score -1637857 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1638283.625000 Penalty: 3148.156982
	Iteration 2F: 3 clusters Score -1638284 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1638744.375000 Penalty: 3148.156982
	Iteration 3F: 3 clusters Score -1638744 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1639249.125000 Penalty: 3148.156982
	Iteration 4F: 3 clusters Score -1639249 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1639781.000000 Penalty: 3148.156982
	Iteration 5F: 3 clusters Score -1639781 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1640372.875000 Penalty: 3148.156982
	Iteration 6F: 3 clusters Score -1640373 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1640919.625000 Penalty: 3148.156982
	Iteration 7F: 3 clusters Score -1640920 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1641405.375000 Penalty: 3148.156982
	Iteration 8F: 3 clusters Score -1641405 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1641820.375000 Penalty: 3148.156982
	Iteration 9Q: 3 clusters Score -1641820 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1642197.375000 Penalty: 3148.156982
	Iteration 10Q: 3 clusters Score -1642197 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1642510.375000 Penalty: 3148.156982
	Iteration 11Q: 3 clusters Score -1642510 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1642780.875000 Penalty: 3148.156982
	Iteration 12Q: 3 clusters Score -1642781 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1643011.000000 Penalty: 3148.156982
	Iteration 13Q: 3 clusters Score -1643011 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1643217.875000 Penalty: 3148.156982
	Iteration 14Q: 3 clusters Score -1643218 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1643380.125000 Penalty: 3148.156982
	Iteration 15Q: 3 clusters Score -1643380 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1643502.625000 Penalty: 3148.156982
	Iteration 16Q: 3 clusters Score -1643503 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1643587.750000 Penalty: 3148.156982
	Iteration 17Q: 3 clusters Score -1643588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1643634.375000 Penalty: 3148.156982
	Iteration 18Q: 3 clusters Score -1643634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1643672.375000 Penalty: 3148.156982
	Iteration 19Q: 3 clusters Score -1643672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1643700.250000 Penalty: 3148.156982
	Iteration 20F: 3 clusters Score -1643700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1643730.750000 Penalty: 3148.156982
	Iteration 21Q: 3 clusters Score -1643731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1643751.375000 Penalty: 3148.156982
	Iteration 22Q: 3 clusters Score -1643751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1643761.125000 Penalty: 3148.156982
	Iteration 23Q: 3 clusters Score -1643761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1643767.500000 Penalty: 3148.156982
	Iteration 24Q: 3 clusters Score -1643768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1643776.250000 Penalty: 3148.156982
	Iteration 25Q: 3 clusters Score -1643776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1643781.875000 Penalty: 3148.156982
	Iteration 26Q: 3 clusters Score -1643782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1643787.750000 Penalty: 3148.156982
	Iteration 27Q: 3 clusters Score -1643788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1643791.250000 Penalty: 3148.156982
	Iteration 28Q: 3 clusters Score -1643791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1643796.250000 Penalty: 3148.156982
	Iteration 29Q: 3 clusters Score -1643796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1643801.000000 Penalty: 3148.156982
	Iteration 30Q: 3 clusters Score -1643801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1643814.250000 Penalty: 3148.156982
	Iteration 31Q: 3 clusters Score -1643814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1643818.375000 Penalty: 3148.156982
	Iteration 32Q: 3 clusters Score -1643818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1643825.375000 Penalty: 3148.156982
	Iteration 33Q: 3 clusters Score -1643825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1643828.375000 Penalty: 3148.156982
	Iteration 34Q: 3 clusters Score -1643828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1643828.250000 Penalty: 3148.156982
	Iteration 35Q: 3 clusters Score -1643828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1643827.875000 Penalty: 3148.156982
	Iteration 36Q: 3 clusters Score -1643828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1643827.500000 Penalty: 3148.156982
	Iteration 37Q: 3 clusters Score -1643828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1643830.000000 Penalty: 3148.156982
	Iteration 38Q: 3 clusters Score -1643830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1643831.750000 Penalty: 3148.156982
	Iteration 39Q: 3 clusters Score -1643832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1643831.000000 Penalty: 3148.156982
	Iteration 40F: 3 clusters Score -1643831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1643832.500000 Penalty: 3148.156982
	Iteration 41Q: 3 clusters Score -1643832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1643834.000000 Penalty: 3148.156982
	Iteration 42Q: 3 clusters Score -1643834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1643832.750000 Penalty: 3148.156982
	Iteration 43Q: 3 clusters Score -1643833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1643835.125000 Penalty: 3148.156982
	Iteration 44Q: 3 clusters Score -1643835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1643836.125000 Penalty: 3148.156982
	Iteration 45Q: 3 clusters Score -1643836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1643838.250000 Penalty: 3148.156982
	Iteration 46Q: 3 clusters Score -1643838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1643838.250000 Penalty: 3148.156982
	Iteration 47F: 3 clusters Score -1643838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Entering Unmasked Estep 
Score: -1263989.250000 Penalty: 1522.193359
	Iteration 0F: 2 clusters Score -1263989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1255789.500000 Penalty: 3044.386719
	Iteration 0F: 3 clusters Score -1255790 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1258412.625000 Penalty: 3044.386719
	Iteration 1F: 3 clusters Score -1258413 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1258695.250000 Penalty: 3044.386719
	Iteration 2F: 3 clusters Score -1258695 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1258944.750000 Penalty: 3044.386719
	Iteration 3F: 3 clusters Score -1258945 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1259188.875000 Penalty: 3044.386719
	Iteration 4Q: 3 clusters Score -1259189 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1259433.625000 Penalty: 3044.386719
	Iteration 5Q: 3 clusters Score -1259434 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1259738.125000 Penalty: 3044.386719
	Iteration 6Q: 3 clusters Score -1259738 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1260051.750000 Penalty: 3044.386719
	Iteration 7Q: 3 clusters Score -1260052 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1260343.250000 Penalty: 3044.386719
	Iteration 8F: 3 clusters Score -1260343 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1260593.125000 Penalty: 3044.386719
	Iteration 9Q: 3 clusters Score -1260593 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1260816.125000 Penalty: 3044.386719
	Iteration 10Q: 3 clusters Score -1260816 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1261041.750000 Penalty: 3044.386719
	Iteration 11Q: 3 clusters Score -1261042 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1261263.875000 Penalty: 3044.386719
	Iteration 12Q: 3 clusters Score -1261264 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1261466.625000 Penalty: 3044.386719
	Iteration 13Q: 3 clusters Score -1261467 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1261640.500000 Penalty: 3044.386719
	Iteration 14Q: 3 clusters Score -1261640 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1261788.500000 Penalty: 3044.386719
	Iteration 15Q: 3 clusters Score -1261788 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1261934.375000 Penalty: 3044.386719
	Iteration 16Q: 3 clusters Score -1261934 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1262037.875000 Penalty: 3044.386719
	Iteration 17Q: 3 clusters Score -1262038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1262132.125000 Penalty: 3044.386719
	Iteration 18Q: 3 clusters Score -1262132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1262203.000000 Penalty: 3044.386719
	Iteration 19Q: 3 clusters Score -1262203 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1262275.500000 Penalty: 3044.386719
	Iteration 20F: 3 clusters Score -1262276 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1262338.500000 Penalty: 3044.386719
	Iteration 21Q: 3 clusters Score -1262338 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1262393.750000 Penalty: 3044.386719
	Iteration 22Q: 3 clusters Score -1262394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1262430.500000 Penalty: 3044.386719
	Iteration 23Q: 3 clusters Score -1262430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1262463.375000 Penalty: 3044.386719
	Iteration 24Q: 3 clusters Score -1262463 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1262505.125000 Penalty: 3044.386719
	Iteration 25Q: 3 clusters Score -1262505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1262537.500000 Penalty: 3044.386719
	Iteration 26Q: 3 clusters Score -1262538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1262570.250000 Penalty: 3044.386719
	Iteration 27Q: 3 clusters Score -1262570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1262603.000000 Penalty: 3044.386719
	Iteration 28Q: 3 clusters Score -1262603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1262628.250000 Penalty: 3044.386719
	Iteration 29Q: 3 clusters Score -1262628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1262656.625000 Penalty: 3044.386719
	Iteration 30Q: 3 clusters Score -1262657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1262675.125000 Penalty: 3044.386719
	Iteration 31Q: 3 clusters Score -1262675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1262687.125000 Penalty: 3044.386719
	Iteration 32Q: 3 clusters Score -1262687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1262696.375000 Penalty: 3044.386719
	Iteration 33Q: 3 clusters Score -1262696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1262703.750000 Penalty: 3044.386719
	Iteration 34Q: 3 clusters Score -1262704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1262714.000000 Penalty: 3044.386719
	Iteration 35Q: 3 clusters Score -1262714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1262716.625000 Penalty: 3044.386719
	Iteration 36Q: 3 clusters Score -1262717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1262726.500000 Penalty: 3044.386719
	Iteration 37Q: 3 clusters Score -1262726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1262730.250000 Penalty: 3044.386719
	Iteration 38Q: 3 clusters Score -1262730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1262733.500000 Penalty: 3044.386719
	Iteration 39Q: 3 clusters Score -1262734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1262738.875000 Penalty: 3044.386719
	Iteration 40F: 3 clusters Score -1262739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1262742.000000 Penalty: 3044.386719
	Iteration 41Q: 3 clusters Score -1262742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1262742.625000 Penalty: 3044.386719
	Iteration 42Q: 3 clusters Score -1262743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1262741.250000 Penalty: 3044.386719
	Iteration 43Q: 3 clusters Score -1262741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1262745.250000 Penalty: 3044.386719
	Iteration 44Q: 3 clusters Score -1262745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1262746.000000 Penalty: 3044.386719
	Iteration 45Q: 3 clusters Score -1262746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1262747.750000 Penalty: 3044.386719
	Iteration 46Q: 3 clusters Score -1262748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1262747.250000 Penalty: 3044.386719
	Iteration 47Q: 3 clusters Score -1262747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1262751.875000 Penalty: 3044.386719
	Iteration 48Q: 3 clusters Score -1262752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1262755.625000 Penalty: 3044.386719
	Iteration 49Q: 3 clusters Score -1262756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1262753.750000 Penalty: 3044.386719
	Iteration 50Q: 3 clusters Score -1262754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1262753.500000 Penalty: 3044.386719
	Iteration 51Q: 3 clusters Score -1262754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1262752.750000 Penalty: 3044.386719
	Iteration 52Q: 3 clusters Score -1262753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1262754.000000 Penalty: 3044.386719
	Iteration 53Q: 3 clusters Score -1262754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1262756.750000 Penalty: 3044.386719
	Iteration 54Q: 3 clusters Score -1262757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1262757.500000 Penalty: 3044.386719
	Iteration 55Q: 3 clusters Score -1262758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1262758.875000 Penalty: 3044.386719
	Iteration 56Q: 3 clusters Score -1262759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1262758.125000 Penalty: 3044.386719
	Iteration 57Q: 3 clusters Score -1262758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1262761.625000 Penalty: 3044.386719
	Iteration 58Q: 3 clusters Score -1262762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1262763.000000 Penalty: 3044.386719
	Iteration 59Q: 3 clusters Score -1262763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1262765.625000 Penalty: 3044.386719
	Iteration 60F: 3 clusters Score -1262766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1262763.000000 Penalty: 3044.386719
	Iteration 61Q: 3 clusters Score -1262763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1262765.375000 Penalty: 3044.386719
	Iteration 62Q: 3 clusters Score -1262765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1262769.250000 Penalty: 3044.386719
	Iteration 63Q: 3 clusters Score -1262769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1262769.625000 Penalty: 3044.386719
	Iteration 64Q: 3 clusters Score -1262770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1262769.250000 Penalty: 3044.386719
	Iteration 65Q: 3 clusters Score -1262769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1262770.125000 Penalty: 3044.386719
	Iteration 66Q: 3 clusters Score -1262770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1262770.125000 Penalty: 3044.386719
	Iteration 67F: 3 clusters Score -1262770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (187740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Entering Unmasked Estep 
Score: -19832940.000000 Penalty: 1973.207275
	Iteration 0F: 2 clusters Score -1.983294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -19710128.000000 Penalty: 3946.414551
	Iteration 0F: 3 clusters Score -1.971013e+07 nChanged 90787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -19765998.000000 Penalty: 3946.414551
	Iteration 1F: 3 clusters Score -1.9766e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -19769968.000000 Penalty: 3946.414551
	Iteration 2Q: 3 clusters Score -1.976997e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -19777110.000000 Penalty: 3946.414551
	Iteration 3F: 3 clusters Score -1.977711e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -19788132.000000 Penalty: 3946.414551
	Iteration 4F: 3 clusters Score -1.978813e+07 nChanged 16021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 133923 members 
Entering Unmasked Estep 
Score: -19802170.000000 Penalty: 3946.414551
	Iteration 5F: 3 clusters Score -1.980217e+07 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 145514 members 
Entering Unmasked Estep 
Score: -19816070.000000 Penalty: 3946.414551
	Iteration 6F: 3 clusters Score -1.981607e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 153970 members 
Entering Unmasked Estep 
Score: -19825934.000000 Penalty: 3946.414551
	Iteration 7F: 3 clusters Score -1.982593e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 159245 members 
Entering Unmasked Estep 
Score: -19830658.000000 Penalty: 3946.414551
	Iteration 8Q: 3 clusters Score -1.983066e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 162868 members 
Entering Unmasked Estep 
Score: -19833034.000000 Penalty: 3946.414551
	Iteration 9Q: 3 clusters Score -1.983303e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -19834444.000000 Penalty: 3946.414551
	Iteration 10Q: 3 clusters Score -1.983444e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -19835390.000000 Penalty: 3946.414551
	Iteration 11Q: 3 clusters Score -1.983539e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -19836068.000000 Penalty: 3946.414551
	Iteration 12Q: 3 clusters Score -1.983607e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -19836616.000000 Penalty: 3946.414551
	Iteration 13Q: 3 clusters Score -1.983662e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 172485 members 
Entering Unmasked Estep 
Score: -19837002.000000 Penalty: 3946.414551
	Iteration 14Q: 3 clusters Score -1.9837e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 173531 members 
Entering Unmasked Estep 
Score: -19837302.000000 Penalty: 3946.414551
	Iteration 15Q: 3 clusters Score -1.98373e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -19837460.000000 Penalty: 3946.414551
	Iteration 16Q: 3 clusters Score -1.983746e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 175117 members 
Entering Unmasked Estep 
Score: -19837516.000000 Penalty: 3946.414551
	Iteration 17Q: 3 clusters Score -1.983752e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -19837584.000000 Penalty: 3946.414551
	Iteration 18Q: 3 clusters Score -1.983758e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 176195 members 
Entering Unmasked Estep 
Score: -19837572.000000 Penalty: 3946.414551
	Iteration 19Q: 3 clusters Score -1.983757e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 176578 members 
Entering Unmasked Estep 
Score: -19837620.000000 Penalty: 3946.414551
	Iteration 20F: 3 clusters Score -1.983762e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -19837618.000000 Penalty: 3946.414551
	Iteration 21Q: 3 clusters Score -1.983762e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 177115 members 
Entering Unmasked Estep 
Score: -19837554.000000 Penalty: 3946.414551
	Iteration 22Q: 3 clusters Score -1.983755e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 177289 members 
Entering Unmasked Estep 
Score: -19837544.000000 Penalty: 3946.414551
	Iteration 23Q: 3 clusters Score -1.983754e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -19837546.000000 Penalty: 3946.414551
	Iteration 24Q: 3 clusters Score -1.983755e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -19837550.000000 Penalty: 3946.414551
	Iteration 25Q: 3 clusters Score -1.983755e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 177658 members 
Entering Unmasked Estep 
Score: -19837542.000000 Penalty: 3946.414551
	Iteration 26Q: 3 clusters Score -1.983754e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 177742 members 
Entering Unmasked Estep 
Score: -19837540.000000 Penalty: 3946.414551
	Iteration 27Q: 3 clusters Score -1.983754e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 177808 members 
Entering Unmasked Estep 
Score: -19837572.000000 Penalty: 3946.414551
	Iteration 28Q: 3 clusters Score -1.983757e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -19837568.000000 Penalty: 3946.414551
	Iteration 29Q: 3 clusters Score -1.983757e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 177894 members 
Entering Unmasked Estep 
Score: -19837564.000000 Penalty: 3946.414551
	Iteration 30Q: 3 clusters Score -1.983756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 177933 members 
Entering Unmasked Estep 
Score: -19837562.000000 Penalty: 3946.414551
	Iteration 31Q: 3 clusters Score -1.983756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 177967 members 
Entering Unmasked Estep 
Score: -19837556.000000 Penalty: 3946.414551
	Iteration 32Q: 3 clusters Score -1.983756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -19837540.000000 Penalty: 3946.414551
	Iteration 33Q: 3 clusters Score -1.983754e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 178020 members 
Entering Unmasked Estep 
Score: -19837516.000000 Penalty: 3946.414551
	Iteration 34Q: 3 clusters Score -1.983752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 178043 members 
Entering Unmasked Estep 
Score: -19837516.000000 Penalty: 3946.414551
	Iteration 35Q: 3 clusters Score -1.983752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 178065 members 
Entering Unmasked Estep 
Score: -19837502.000000 Penalty: 3946.414551
	Iteration 36Q: 3 clusters Score -1.98375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 178089 members 
Entering Unmasked Estep 
Score: -19837500.000000 Penalty: 3946.414551
	Iteration 37Q: 3 clusters Score -1.98375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 178110 members 
Entering Unmasked Estep 
Score: -19837498.000000 Penalty: 3946.414551
	Iteration 38Q: 3 clusters Score -1.98375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 178126 members 
Entering Unmasked Estep 
Score: -19837502.000000 Penalty: 3946.414551
	Iteration 39Q: 3 clusters Score -1.98375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 178148 members 
Entering Unmasked Estep 
Score: -19837510.000000 Penalty: 3946.414551
	Iteration 40F: 3 clusters Score -1.983751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 178171 members 
Entering Unmasked Estep 
Score: -19837476.000000 Penalty: 3946.414551
	Iteration 41Q: 3 clusters Score -1.983748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 178191 members 
Entering Unmasked Estep 
Score: -19837478.000000 Penalty: 3946.414551
	Iteration 42Q: 3 clusters Score -1.983748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 178213 members 
Entering Unmasked Estep 
Score: -19837484.000000 Penalty: 3946.414551
	Iteration 43Q: 3 clusters Score -1.983748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 178229 members 
Entering Unmasked Estep 
Score: -19837500.000000 Penalty: 3946.414551
	Iteration 44Q: 3 clusters Score -1.98375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -19837498.000000 Penalty: 3946.414551
	Iteration 45Q: 3 clusters Score -1.98375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 178260 members 
Entering Unmasked Estep 
Score: -19837506.000000 Penalty: 3946.414551
	Iteration 46Q: 3 clusters Score -1.983751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 178277 members 
Entering Unmasked Estep 
Score: -19837490.000000 Penalty: 3946.414551
	Iteration 47Q: 3 clusters Score -1.983749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 178289 members 
Entering Unmasked Estep 
Score: -19837490.000000 Penalty: 3946.414551
	Iteration 48Q: 3 clusters Score -1.983749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 178296 members 
Entering Unmasked Estep 
Score: -19837482.000000 Penalty: 3946.414551
	Iteration 49Q: 3 clusters Score -1.983748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 178305 members 
Entering Unmasked Estep 
Score: -19837486.000000 Penalty: 3946.414551
	Iteration 50Q: 3 clusters Score -1.983749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 178312 members 
Entering Unmasked Estep 
Score: -19837500.000000 Penalty: 3946.414551
	Iteration 51Q: 3 clusters Score -1.98375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 178319 members 
Entering Unmasked Estep 
Score: -19837508.000000 Penalty: 3946.414551
	Iteration 52Q: 3 clusters Score -1.983751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 178330 members 
Entering Unmasked Estep 
Score: -19837500.000000 Penalty: 3946.414551
	Iteration 53Q: 3 clusters Score -1.98375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 178341 members 
Entering Unmasked Estep 
Score: -19837514.000000 Penalty: 3946.414551
	Iteration 54Q: 3 clusters Score -1.983751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 178349 members 
Entering Unmasked Estep 
Score: -19837502.000000 Penalty: 3946.414551
	Iteration 55Q: 3 clusters Score -1.98375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 178353 members 
Entering Unmasked Estep 
Score: -19837508.000000 Penalty: 3946.414551
	Iteration 56Q: 3 clusters Score -1.983751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 178359 members 
Entering Unmasked Estep 
Score: -19837498.000000 Penalty: 3946.414551
	Iteration 57Q: 3 clusters Score -1.98375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 178368 members 
Entering Unmasked Estep 
Score: -19837502.000000 Penalty: 3946.414551
	Iteration 58Q: 3 clusters Score -1.98375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 178374 members 
Entering Unmasked Estep 
Score: -19837512.000000 Penalty: 3946.414551
	Iteration 59Q: 3 clusters Score -1.983751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 178377 members 
Entering Unmasked Estep 
Score: -19837514.000000 Penalty: 3946.414551
	Iteration 60F: 3 clusters Score -1.983751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 178382 members 
Entering Unmasked Estep 
Score: -19837498.000000 Penalty: 3946.414551
	Iteration 61Q: 3 clusters Score -1.98375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -19837500.000000 Penalty: 3946.414551
	Iteration 62Q: 3 clusters Score -1.98375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 178394 members 
Entering Unmasked Estep 
Score: -19837506.000000 Penalty: 3946.414551
	Iteration 63Q: 3 clusters Score -1.983751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 178396 members 
Entering Unmasked Estep 
Score: -19837496.000000 Penalty: 3946.414551
	Iteration 64Q: 3 clusters Score -1.98375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 178398 members 
Entering Unmasked Estep 
Score: -19837494.000000 Penalty: 3946.414551
	Iteration 65Q: 3 clusters Score -1.983749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 178400 members 
Entering Unmasked Estep 
Score: -19837502.000000 Penalty: 3946.414551
	Iteration 66Q: 3 clusters Score -1.98375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 178402 members 
Entering Unmasked Estep 
Score: -19837512.000000 Penalty: 3946.414551
	Iteration 67Q: 3 clusters Score -1.983751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 178404 members 
Entering Unmasked Estep 
Score: -19837514.000000 Penalty: 3946.414551
	Iteration 68Q: 3 clusters Score -1.983751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 178407 members 
Entering Unmasked Estep 
Score: -19837510.000000 Penalty: 3946.414551
	Iteration 69Q: 3 clusters Score -1.983751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 178408 members 
Entering Unmasked Estep 
Score: -19837512.000000 Penalty: 3946.414551
	Iteration 70Q: 3 clusters Score -1.983751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 178408 members 
Entering Unmasked Estep 
Score: -19837512.000000 Penalty: 3946.414551
	Iteration 71F: 3 clusters Score -1.983751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 106337 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 884 members 
Mstep: Class 33 contains 178408 members 
Entering Unmasked Estep 
Score: -101011344.000000 Penalty: 73941.984375
Splitting cluster 19 changes total score from -101007056.000000 to -101011344.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -157496.484375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -157496.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155675.453125 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -155675.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156107.593750 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -156107.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -156236.703125 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -156236.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156302.203125 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -156302.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156353.718750 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -156353.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -156384.218750 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -156384.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -156409.671875 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -156409.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -156428.781250 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -156428.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -156450.109375 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -156450.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156469.718750 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -156469.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -156487.468750 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -156487.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156506.187500 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -156506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156520.031250 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -156520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156529.031250 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -156529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -156533.875000 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -156533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -156539.171875 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -156539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -156543.281250 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -156543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -156544.093750 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -156544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -156544.796875 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -156544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -156544.843750 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -156544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156545.218750 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -156545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156546.375000 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -156546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156547.593750 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -156547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -156548.234375 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -156548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -156548.593750 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -156548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -156548.593750 Penalty: 2406.983398
	Iteration 25F: 3 clusters Score -156548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (106337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Entering Unmasked Estep 
Score: -11383855.000000 Penalty: 1880.834839
	Iteration 0F: 2 clusters Score -1.138386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -11313110.000000 Penalty: 3761.669678
	Iteration 0F: 3 clusters Score -1.131311e+07 nChanged 50672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -11343835.000000 Penalty: 3761.669678
	Iteration 1F: 3 clusters Score -1.134384e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -11346704.000000 Penalty: 3761.669678
	Iteration 2F: 3 clusters Score -1.13467e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -11352061.000000 Penalty: 3761.669678
	Iteration 3F: 3 clusters Score -1.135206e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -11359841.000000 Penalty: 3761.669678
	Iteration 4F: 3 clusters Score -1.135984e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -11368559.000000 Penalty: 3761.669678
	Iteration 5F: 3 clusters Score -1.136856e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -11374745.000000 Penalty: 3761.669678
	Iteration 6F: 3 clusters Score -1.137474e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98633 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -11378391.000000 Penalty: 3761.669678
	Iteration 7Q: 3 clusters Score -1.137839e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -11380440.000000 Penalty: 3761.669678
	Iteration 8Q: 3 clusters Score -1.138044e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -11381711.000000 Penalty: 3761.669678
	Iteration 9Q: 3 clusters Score -1.138171e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11382466.000000 Penalty: 3761.669678
	Iteration 10Q: 3 clusters Score -1.138247e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11382894.000000 Penalty: 3761.669678
	Iteration 11Q: 3 clusters Score -1.138289e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11383105.000000 Penalty: 3761.669678
	Iteration 12Q: 3 clusters Score -1.13831e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11383294.000000 Penalty: 3761.669678
	Iteration 13Q: 3 clusters Score -1.138329e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11383384.000000 Penalty: 3761.669678
	Iteration 14Q: 3 clusters Score -1.138338e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11383447.000000 Penalty: 3761.669678
	Iteration 15Q: 3 clusters Score -1.138345e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11383514.000000 Penalty: 3761.669678
	Iteration 16Q: 3 clusters Score -1.138351e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11383527.000000 Penalty: 3761.669678
	Iteration 17Q: 3 clusters Score -1.138353e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11383557.000000 Penalty: 3761.669678
	Iteration 18Q: 3 clusters Score -1.138356e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11383588.000000 Penalty: 3761.669678
	Iteration 19Q: 3 clusters Score -1.138359e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11383638.000000 Penalty: 3761.669678
	Iteration 20F: 3 clusters Score -1.138364e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11383683.000000 Penalty: 3761.669678
	Iteration 21Q: 3 clusters Score -1.138368e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11383698.000000 Penalty: 3761.669678
	Iteration 22Q: 3 clusters Score -1.13837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11383743.000000 Penalty: 3761.669678
	Iteration 23Q: 3 clusters Score -1.138374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105365 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11383776.000000 Penalty: 3761.669678
	Iteration 24Q: 3 clusters Score -1.138378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11383776.000000 Penalty: 3761.669678
	Iteration 25Q: 3 clusters Score -1.138378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11383788.000000 Penalty: 3761.669678
	Iteration 26Q: 3 clusters Score -1.138379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11383817.000000 Penalty: 3761.669678
	Iteration 27Q: 3 clusters Score -1.138382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11383821.000000 Penalty: 3761.669678
	Iteration 28Q: 3 clusters Score -1.138382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11383836.000000 Penalty: 3761.669678
	Iteration 29Q: 3 clusters Score -1.138384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11383824.000000 Penalty: 3761.669678
	Iteration 30Q: 3 clusters Score -1.138382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11383827.000000 Penalty: 3761.669678
	Iteration 31Q: 3 clusters Score -1.138383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11383838.000000 Penalty: 3761.669678
	Iteration 32Q: 3 clusters Score -1.138384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11383843.000000 Penalty: 3761.669678
	Iteration 33Q: 3 clusters Score -1.138384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11383857.000000 Penalty: 3761.669678
	Iteration 34Q: 3 clusters Score -1.138386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11383853.000000 Penalty: 3761.669678
	Iteration 35Q: 3 clusters Score -1.138385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11383850.000000 Penalty: 3761.669678
	Iteration 36Q: 3 clusters Score -1.138385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11383846.000000 Penalty: 3761.669678
	Iteration 37Q: 3 clusters Score -1.138385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11383850.000000 Penalty: 3761.669678
	Iteration 38Q: 3 clusters Score -1.138385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11383848.000000 Penalty: 3761.669678
	Iteration 39Q: 3 clusters Score -1.138385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11383846.000000 Penalty: 3761.669678
	Iteration 40F: 3 clusters Score -1.138385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11383854.000000 Penalty: 3761.669678
	Iteration 41Q: 3 clusters Score -1.138385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11383844.000000 Penalty: 3761.669678
	Iteration 42Q: 3 clusters Score -1.138384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11383854.000000 Penalty: 3761.669678
	Iteration 43Q: 3 clusters Score -1.138385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11383848.000000 Penalty: 3761.669678
	Iteration 44Q: 3 clusters Score -1.138385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11383864.000000 Penalty: 3761.669678
	Iteration 45Q: 3 clusters Score -1.138386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11383883.000000 Penalty: 3761.669678
	Iteration 46Q: 3 clusters Score -1.138388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11383873.000000 Penalty: 3761.669678
	Iteration 47Q: 3 clusters Score -1.138387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11383879.000000 Penalty: 3761.669678
	Iteration 48Q: 3 clusters Score -1.138388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11383884.000000 Penalty: 3761.669678
	Iteration 49Q: 3 clusters Score -1.138388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11383912.000000 Penalty: 3761.669678
	Iteration 50Q: 3 clusters Score -1.138391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11383934.000000 Penalty: 3761.669678
	Iteration 51Q: 3 clusters Score -1.138393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11383930.000000 Penalty: 3761.669678
	Iteration 52Q: 3 clusters Score -1.138393e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11383952.000000 Penalty: 3761.669678
	Iteration 53Q: 3 clusters Score -1.138395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11383963.000000 Penalty: 3761.669678
	Iteration 54Q: 3 clusters Score -1.138396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11383960.000000 Penalty: 3761.669678
	Iteration 55Q: 3 clusters Score -1.138396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11383965.000000 Penalty: 3761.669678
	Iteration 56Q: 3 clusters Score -1.138396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11383977.000000 Penalty: 3761.669678
	Iteration 57Q: 3 clusters Score -1.138398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11383975.000000 Penalty: 3761.669678
	Iteration 58Q: 3 clusters Score -1.138398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11383986.000000 Penalty: 3761.669678
	Iteration 59Q: 3 clusters Score -1.138399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11383989.000000 Penalty: 3761.669678
	Iteration 60F: 3 clusters Score -1.138399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11383998.000000 Penalty: 3761.669678
	Iteration 61Q: 3 clusters Score -1.1384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11384006.000000 Penalty: 3761.669678
	Iteration 62Q: 3 clusters Score -1.138401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11384005.000000 Penalty: 3761.669678
	Iteration 63Q: 3 clusters Score -1.1384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11384008.000000 Penalty: 3761.669678
	Iteration 64Q: 3 clusters Score -1.138401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11384009.000000 Penalty: 3761.669678
	Iteration 65Q: 3 clusters Score -1.138401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11384007.000000 Penalty: 3761.669678
	Iteration 66Q: 3 clusters Score -1.138401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11384011.000000 Penalty: 3761.669678
	Iteration 67Q: 3 clusters Score -1.138401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11384014.000000 Penalty: 3761.669678
	Iteration 68Q: 3 clusters Score -1.138401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11384011.000000 Penalty: 3761.669678
	Iteration 69Q: 3 clusters Score -1.138401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11384014.000000 Penalty: 3761.669678
	Iteration 70Q: 3 clusters Score -1.138401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11384009.000000 Penalty: 3761.669678
	Iteration 71Q: 3 clusters Score -1.138401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11384009.000000 Penalty: 3761.669678
	Iteration 72Q: 3 clusters Score -1.138401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11384009.000000 Penalty: 3761.669678
	Iteration 73F: 3 clusters Score -1.138401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 105200 members 
Mstep: Class 23 contains 120823 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 884 members 
Mstep: Class 33 contains 178408 members 
Mstep: Class 34 contains 1137 members 
Entering Unmasked Estep 
Score: -101011344.000000 Penalty: 76182.656250
Splitting cluster 22 changes total score from -101007056.000000 to -101011344.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (120823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Entering Unmasked Estep 
Score: -13056198.000000 Penalty: 1901.588257
	Iteration 0F: 2 clusters Score -1.30562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -12977006.000000 Penalty: 3803.176514
	Iteration 0F: 3 clusters Score -1.297701e+07 nChanged 57997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -13010297.000000 Penalty: 3803.176514
	Iteration 1F: 3 clusters Score -1.30103e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -13011022.000000 Penalty: 3803.176514
	Iteration 2Q: 3 clusters Score -1.301102e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -13012182.000000 Penalty: 3803.176514
	Iteration 3Q: 3 clusters Score -1.301218e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -13014303.000000 Penalty: 3803.176514
	Iteration 4Q: 3 clusters Score -1.30143e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -13018052.000000 Penalty: 3803.176514
	Iteration 5F: 3 clusters Score -1.301805e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -13024411.000000 Penalty: 3803.176514
	Iteration 6F: 3 clusters Score -1.302441e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -13033268.000000 Penalty: 3803.176514
	Iteration 7F: 3 clusters Score -1.303327e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -13042864.000000 Penalty: 3803.176514
	Iteration 8F: 3 clusters Score -1.304286e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -13050322.000000 Penalty: 3803.176514
	Iteration 9F: 3 clusters Score -1.305032e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -13053541.000000 Penalty: 3803.176514
	Iteration 10Q: 3 clusters Score -1.305354e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -13054733.000000 Penalty: 3803.176514
	Iteration 11Q: 3 clusters Score -1.305473e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -13055412.000000 Penalty: 3803.176514
	Iteration 12Q: 3 clusters Score -1.305541e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -13055768.000000 Penalty: 3803.176514
	Iteration 13Q: 3 clusters Score -1.305577e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -13055968.000000 Penalty: 3803.176514
	Iteration 14Q: 3 clusters Score -1.305597e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -13056140.000000 Penalty: 3803.176514
	Iteration 15Q: 3 clusters Score -1.305614e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -13056144.000000 Penalty: 3803.176514
	Iteration 16Q: 3 clusters Score -1.305614e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -13056258.000000 Penalty: 3803.176514
	Iteration 17Q: 3 clusters Score -1.305626e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -13056304.000000 Penalty: 3803.176514
	Iteration 18Q: 3 clusters Score -1.30563e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -13056348.000000 Penalty: 3803.176514
	Iteration 19Q: 3 clusters Score -1.305635e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113164 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -13056343.000000 Penalty: 3803.176514
	Iteration 20F: 3 clusters Score -1.305634e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -13056383.000000 Penalty: 3803.176514
	Iteration 21Q: 3 clusters Score -1.305638e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -13056391.000000 Penalty: 3803.176514
	Iteration 22Q: 3 clusters Score -1.305639e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -13056398.000000 Penalty: 3803.176514
	Iteration 23Q: 3 clusters Score -1.30564e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -13056391.000000 Penalty: 3803.176514
	Iteration 24Q: 3 clusters Score -1.305639e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -13056395.000000 Penalty: 3803.176514
	Iteration 25Q: 3 clusters Score -1.30564e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114319 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -13056413.000000 Penalty: 3803.176514
	Iteration 26Q: 3 clusters Score -1.305641e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -13056402.000000 Penalty: 3803.176514
	Iteration 27Q: 3 clusters Score -1.30564e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114604 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -13056411.000000 Penalty: 3803.176514
	Iteration 28Q: 3 clusters Score -1.305641e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -13056449.000000 Penalty: 3803.176514
	Iteration 29Q: 3 clusters Score -1.305645e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -13056426.000000 Penalty: 3803.176514
	Iteration 30Q: 3 clusters Score -1.305643e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -13056457.000000 Penalty: 3803.176514
	Iteration 31Q: 3 clusters Score -1.305646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -13056470.000000 Penalty: 3803.176514
	Iteration 32Q: 3 clusters Score -1.305647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -13056447.000000 Penalty: 3803.176514
	Iteration 33Q: 3 clusters Score -1.305645e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -13056492.000000 Penalty: 3803.176514
	Iteration 34Q: 3 clusters Score -1.305649e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115150 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -13056495.000000 Penalty: 3803.176514
	Iteration 35Q: 3 clusters Score -1.30565e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -13056473.000000 Penalty: 3803.176514
	Iteration 36Q: 3 clusters Score -1.305647e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -13056474.000000 Penalty: 3803.176514
	Iteration 37Q: 3 clusters Score -1.305647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -13056502.000000 Penalty: 3803.176514
	Iteration 38Q: 3 clusters Score -1.30565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -13056515.000000 Penalty: 3803.176514
	Iteration 39Q: 3 clusters Score -1.305652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -13056512.000000 Penalty: 3803.176514
	Iteration 40F: 3 clusters Score -1.305651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -13056517.000000 Penalty: 3803.176514
	Iteration 41Q: 3 clusters Score -1.305652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -13056536.000000 Penalty: 3803.176514
	Iteration 42Q: 3 clusters Score -1.305654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -13056547.000000 Penalty: 3803.176514
	Iteration 43Q: 3 clusters Score -1.305655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -13056518.000000 Penalty: 3803.176514
	Iteration 44Q: 3 clusters Score -1.305652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -13056514.000000 Penalty: 3803.176514
	Iteration 45Q: 3 clusters Score -1.305651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -13056523.000000 Penalty: 3803.176514
	Iteration 46Q: 3 clusters Score -1.305652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -13056541.000000 Penalty: 3803.176514
	Iteration 47Q: 3 clusters Score -1.305654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115524 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -13056545.000000 Penalty: 3803.176514
	Iteration 48Q: 3 clusters Score -1.305654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115544 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -13056539.000000 Penalty: 3803.176514
	Iteration 49Q: 3 clusters Score -1.305654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -13056533.000000 Penalty: 3803.176514
	Iteration 50Q: 3 clusters Score -1.305653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -13056544.000000 Penalty: 3803.176514
	Iteration 51Q: 3 clusters Score -1.305654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115578 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -13056552.000000 Penalty: 3803.176514
	Iteration 52Q: 3 clusters Score -1.305655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -13056552.000000 Penalty: 3803.176514
	Iteration 53Q: 3 clusters Score -1.305655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13056558.000000 Penalty: 3803.176514
	Iteration 54Q: 3 clusters Score -1.305656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115592 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -13056560.000000 Penalty: 3803.176514
	Iteration 55Q: 3 clusters Score -1.305656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -13056559.000000 Penalty: 3803.176514
	Iteration 56Q: 3 clusters Score -1.305656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -13056559.000000 Penalty: 3803.176514
	Iteration 57F: 3 clusters Score -1.305656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 105200 members 
Mstep: Class 23 contains 115593 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 884 members 
Mstep: Class 33 contains 178408 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 5230 members 
Entering Unmasked Estep 
Score: -101011648.000000 Penalty: 78423.320312
Splitting cluster 23 changes total score from -101007056.000000 to -101011648.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -940587.750000 Penalty: 1484.029175
	Iteration 0F: 2 clusters Score -940587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -933945.875000 Penalty: 2968.058350
	Iteration 0F: 3 clusters Score -933945.9 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -936183.000000 Penalty: 2968.058350
	Iteration 1F: 3 clusters Score -936183 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -936650.500000 Penalty: 2968.058350
	Iteration 2F: 3 clusters Score -936650.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -937040.875000 Penalty: 2968.058350
	Iteration 3F: 3 clusters Score -937040.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -937334.000000 Penalty: 2968.058350
	Iteration 4F: 3 clusters Score -937334 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -937546.187500 Penalty: 2968.058350
	Iteration 5Q: 3 clusters Score -937546.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -937768.062500 Penalty: 2968.058350
	Iteration 6Q: 3 clusters Score -937768.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -938027.250000 Penalty: 2968.058350
	Iteration 7Q: 3 clusters Score -938027.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -938316.875000 Penalty: 2968.058350
	Iteration 8Q: 3 clusters Score -938316.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -938671.312500 Penalty: 2968.058350
	Iteration 9Q: 3 clusters Score -938671.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -939002.500000 Penalty: 2968.058350
	Iteration 10Q: 3 clusters Score -939002.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -939230.562500 Penalty: 2968.058350
	Iteration 11Q: 3 clusters Score -939230.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -939393.000000 Penalty: 2968.058350
	Iteration 12Q: 3 clusters Score -939393 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -939493.812500 Penalty: 2968.058350
	Iteration 13Q: 3 clusters Score -939493.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -939557.875000 Penalty: 2968.058350
	Iteration 14Q: 3 clusters Score -939557.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -939597.625000 Penalty: 2968.058350
	Iteration 15Q: 3 clusters Score -939597.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -939613.250000 Penalty: 2968.058350
	Iteration 16Q: 3 clusters Score -939613.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -939624.937500 Penalty: 2968.058350
	Iteration 17Q: 3 clusters Score -939624.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -939633.375000 Penalty: 2968.058350
	Iteration 18Q: 3 clusters Score -939633.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -939645.937500 Penalty: 2968.058350
	Iteration 19Q: 3 clusters Score -939645.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -939649.812500 Penalty: 2968.058350
	Iteration 20F: 3 clusters Score -939649.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -939657.312500 Penalty: 2968.058350
	Iteration 21Q: 3 clusters Score -939657.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -939664.687500 Penalty: 2968.058350
	Iteration 22Q: 3 clusters Score -939664.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -939667.687500 Penalty: 2968.058350
	Iteration 23Q: 3 clusters Score -939667.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -939669.812500 Penalty: 2968.058350
	Iteration 24Q: 3 clusters Score -939669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -939671.875000 Penalty: 2968.058350
	Iteration 25Q: 3 clusters Score -939671.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -939672.000000 Penalty: 2968.058350
	Iteration 26Q: 3 clusters Score -939672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -939672.812500 Penalty: 2968.058350
	Iteration 27Q: 3 clusters Score -939672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -939672.250000 Penalty: 2968.058350
	Iteration 28Q: 3 clusters Score -939672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -939674.500000 Penalty: 2968.058350
	Iteration 29Q: 3 clusters Score -939674.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -939675.125000 Penalty: 2968.058350
	Iteration 30Q: 3 clusters Score -939675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -939677.062500 Penalty: 2968.058350
	Iteration 31Q: 3 clusters Score -939677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -939675.562500 Penalty: 2968.058350
	Iteration 32Q: 3 clusters Score -939675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -939676.937500 Penalty: 2968.058350
	Iteration 33Q: 3 clusters Score -939676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -939676.500000 Penalty: 2968.058350
	Iteration 34Q: 3 clusters Score -939676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -939677.250000 Penalty: 2968.058350
	Iteration 35Q: 3 clusters Score -939677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -939675.750000 Penalty: 2968.058350
	Iteration 36Q: 3 clusters Score -939675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -939677.000000 Penalty: 2968.058350
	Iteration 37Q: 3 clusters Score -939677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -939679.437500 Penalty: 2968.058350
	Iteration 38Q: 3 clusters Score -939679.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -939680.625000 Penalty: 2968.058350
	Iteration 39Q: 3 clusters Score -939680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -939683.375000 Penalty: 2968.058350
	Iteration 40F: 3 clusters Score -939683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -939683.687500 Penalty: 2968.058350
	Iteration 41Q: 3 clusters Score -939683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -939683.687500 Penalty: 2968.058350
	Iteration 42F: 3 clusters Score -939683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -59567.203125 Penalty: 1093.207642
	Iteration 0F: 2 clusters Score -59567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58480.101562 Penalty: 2186.415283
	Iteration 0F: 3 clusters Score -58480.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59744.367188 Penalty: 2186.415283
	Iteration 1F: 3 clusters Score -59744.37 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60696.976562 Penalty: 2186.415283
	Iteration 2F: 3 clusters Score -60696.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61217.906250 Penalty: 2186.415283
	Iteration 3F: 3 clusters Score -61217.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61346.371094 Penalty: 2186.415283
	Iteration 4Q: 3 clusters Score -61346.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61376.382812 Penalty: 2186.415283
	Iteration 5Q: 3 clusters Score -61376.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61384.761719 Penalty: 2186.415283
	Iteration 6Q: 3 clusters Score -61384.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61389.085938 Penalty: 2186.415283
	Iteration 7Q: 3 clusters Score -61389.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61389.085938 Penalty: 2186.415283
	Iteration 8F: 3 clusters Score -61389.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 105200 members 
Mstep: Class 23 contains 115593 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 884 members 
Mstep: Class 33 contains 178408 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 240 members 
Entering Unmasked Estep 
Score: -101012480.000000 Penalty: 80663.984375
Splitting cluster 25 changes total score from -101007056.000000 to -101012480.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -189249.125000 Penalty: 1217.935181
	Iteration 0F: 2 clusters Score -189249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187291.343750 Penalty: 2435.870361
	Iteration 0F: 3 clusters Score -187291.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -187705.828125 Penalty: 2435.870361
	Iteration 1F: 3 clusters Score -187705.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187859.937500 Penalty: 2435.870361
	Iteration 2F: 3 clusters Score -187859.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -187994.562500 Penalty: 2435.870361
	Iteration 3F: 3 clusters Score -187994.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -188127.484375 Penalty: 2435.870361
	Iteration 4F: 3 clusters Score -188127.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -188256.921875 Penalty: 2435.870361
	Iteration 5F: 3 clusters Score -188256.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -188351.828125 Penalty: 2435.870361
	Iteration 6Q: 3 clusters Score -188351.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -188401.859375 Penalty: 2435.870361
	Iteration 7Q: 3 clusters Score -188401.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -188430.390625 Penalty: 2435.870361
	Iteration 8Q: 3 clusters Score -188430.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -188456.062500 Penalty: 2435.870361
	Iteration 9Q: 3 clusters Score -188456.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -188476.250000 Penalty: 2435.870361
	Iteration 10Q: 3 clusters Score -188476.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -188504.546875 Penalty: 2435.870361
	Iteration 11Q: 3 clusters Score -188504.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -188518.953125 Penalty: 2435.870361
	Iteration 12Q: 3 clusters Score -188519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -188528.265625 Penalty: 2435.870361
	Iteration 13Q: 3 clusters Score -188528.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -188532.781250 Penalty: 2435.870361
	Iteration 14Q: 3 clusters Score -188532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -188534.453125 Penalty: 2435.870361
	Iteration 15Q: 3 clusters Score -188534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -188534.953125 Penalty: 2435.870361
	Iteration 16Q: 3 clusters Score -188535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -188535.750000 Penalty: 2435.870361
	Iteration 17Q: 3 clusters Score -188535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -188536.359375 Penalty: 2435.870361
	Iteration 18Q: 3 clusters Score -188536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188536.890625 Penalty: 2435.870361
	Iteration 19Q: 3 clusters Score -188536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -188538.765625 Penalty: 2435.870361
	Iteration 20F: 3 clusters Score -188538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -188539.500000 Penalty: 2435.870361
	Iteration 21Q: 3 clusters Score -188539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -188540.375000 Penalty: 2435.870361
	Iteration 22Q: 3 clusters Score -188540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188541.937500 Penalty: 2435.870361
	Iteration 23Q: 3 clusters Score -188541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -188544.203125 Penalty: 2435.870361
	Iteration 24Q: 3 clusters Score -188544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188545.265625 Penalty: 2435.870361
	Iteration 25Q: 3 clusters Score -188545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -188545.875000 Penalty: 2435.870361
	Iteration 26Q: 3 clusters Score -188545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -188545.875000 Penalty: 2435.870361
	Iteration 27F: 3 clusters Score -188545.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Entering Unmasked Estep 
Score: -2809510.500000 Penalty: 1655.719360
	Iteration 0F: 2 clusters Score -2809510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2791564.500000 Penalty: 3311.438721
	Iteration 0F: 3 clusters Score -2791564 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2798021.250000 Penalty: 3311.438721
	Iteration 1F: 3 clusters Score -2798021 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2798388.250000 Penalty: 3311.438721
	Iteration 2Q: 3 clusters Score -2798388 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2798760.500000 Penalty: 3311.438721
	Iteration 3Q: 3 clusters Score -2798760 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2799157.500000 Penalty: 3311.438721
	Iteration 4Q: 3 clusters Score -2799158 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2799585.750000 Penalty: 3311.438721
	Iteration 5Q: 3 clusters Score -2799586 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2800152.000000 Penalty: 3311.438721
	Iteration 6Q: 3 clusters Score -2800152 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2800869.750000 Penalty: 3311.438721
	Iteration 7F: 3 clusters Score -2800870 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2801718.500000 Penalty: 3311.438721
	Iteration 8F: 3 clusters Score -2801718 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2802638.500000 Penalty: 3311.438721
	Iteration 9F: 3 clusters Score -2802638 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2803516.000000 Penalty: 3311.438721
	Iteration 10F: 3 clusters Score -2803516 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2804279.250000 Penalty: 3311.438721
	Iteration 11Q: 3 clusters Score -2804279 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2805059.500000 Penalty: 3311.438721
	Iteration 12Q: 3 clusters Score -2805060 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2805858.500000 Penalty: 3311.438721
	Iteration 13Q: 3 clusters Score -2805858 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2806442.500000 Penalty: 3311.438721
	Iteration 14Q: 3 clusters Score -2806442 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2806797.250000 Penalty: 3311.438721
	Iteration 15Q: 3 clusters Score -2806797 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2807053.000000 Penalty: 3311.438721
	Iteration 16Q: 3 clusters Score -2807053 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2807195.250000 Penalty: 3311.438721
	Iteration 17Q: 3 clusters Score -2807195 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2807325.250000 Penalty: 3311.438721
	Iteration 18Q: 3 clusters Score -2807325 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2807429.250000 Penalty: 3311.438721
	Iteration 19Q: 3 clusters Score -2807429 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2807537.750000 Penalty: 3311.438721
	Iteration 20F: 3 clusters Score -2807538 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2807619.000000 Penalty: 3311.438721
	Iteration 21Q: 3 clusters Score -2807619 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2807675.500000 Penalty: 3311.438721
	Iteration 22Q: 3 clusters Score -2807676 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2807727.000000 Penalty: 3311.438721
	Iteration 23Q: 3 clusters Score -2807727 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2807783.500000 Penalty: 3311.438721
	Iteration 24Q: 3 clusters Score -2807784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2807843.750000 Penalty: 3311.438721
	Iteration 25Q: 3 clusters Score -2807844 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2807885.750000 Penalty: 3311.438721
	Iteration 26Q: 3 clusters Score -2807886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2807926.500000 Penalty: 3311.438721
	Iteration 27Q: 3 clusters Score -2807926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2807951.000000 Penalty: 3311.438721
	Iteration 28Q: 3 clusters Score -2807951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2807964.000000 Penalty: 3311.438721
	Iteration 29Q: 3 clusters Score -2807964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2807984.250000 Penalty: 3311.438721
	Iteration 30Q: 3 clusters Score -2807984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2808004.500000 Penalty: 3311.438721
	Iteration 31Q: 3 clusters Score -2808004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2808013.500000 Penalty: 3311.438721
	Iteration 32Q: 3 clusters Score -2808014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2808022.250000 Penalty: 3311.438721
	Iteration 33Q: 3 clusters Score -2808022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2808048.750000 Penalty: 3311.438721
	Iteration 34Q: 3 clusters Score -2808049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2808054.500000 Penalty: 3311.438721
	Iteration 35Q: 3 clusters Score -2808054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2808060.500000 Penalty: 3311.438721
	Iteration 36Q: 3 clusters Score -2808060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2808066.250000 Penalty: 3311.438721
	Iteration 37Q: 3 clusters Score -2808066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2808075.250000 Penalty: 3311.438721
	Iteration 38Q: 3 clusters Score -2808075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2808075.250000 Penalty: 3311.438721
	Iteration 39Q: 3 clusters Score -2808075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2808078.000000 Penalty: 3311.438721
	Iteration 40F: 3 clusters Score -2808078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2808085.000000 Penalty: 3311.438721
	Iteration 41Q: 3 clusters Score -2808085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2808091.250000 Penalty: 3311.438721
	Iteration 42Q: 3 clusters Score -2808091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2808097.000000 Penalty: 3311.438721
	Iteration 43Q: 3 clusters Score -2808097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2808103.000000 Penalty: 3311.438721
	Iteration 44Q: 3 clusters Score -2808103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2808097.500000 Penalty: 3311.438721
	Iteration 45Q: 3 clusters Score -2808098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2808103.750000 Penalty: 3311.438721
	Iteration 46Q: 3 clusters Score -2808104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2808101.750000 Penalty: 3311.438721
	Iteration 47Q: 3 clusters Score -2808102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2808103.250000 Penalty: 3311.438721
	Iteration 48Q: 3 clusters Score -2808103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2808102.250000 Penalty: 3311.438721
	Iteration 49Q: 3 clusters Score -2808102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2808105.000000 Penalty: 3311.438721
	Iteration 50Q: 3 clusters Score -2808105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2808106.750000 Penalty: 3311.438721
	Iteration 51Q: 3 clusters Score -2808107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2808106.750000 Penalty: 3311.438721
	Iteration 52F: 3 clusters Score -2808107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Entering Unmasked Estep 
Score: -732902.812500 Penalty: 1442.370361
	Iteration 0F: 2 clusters Score -732902.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -727513.562500 Penalty: 2884.740723
	Iteration 0F: 3 clusters Score -727513.6 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -729162.375000 Penalty: 2884.740723
	Iteration 1F: 3 clusters Score -729162.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -729412.437500 Penalty: 2884.740723
	Iteration 2F: 3 clusters Score -729412.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -729625.375000 Penalty: 2884.740723
	Iteration 3F: 3 clusters Score -729625.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -729868.625000 Penalty: 2884.740723
	Iteration 4F: 3 clusters Score -729868.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -730114.062500 Penalty: 2884.740723
	Iteration 5F: 3 clusters Score -730114.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -730391.250000 Penalty: 2884.740723
	Iteration 6F: 3 clusters Score -730391.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -730705.187500 Penalty: 2884.740723
	Iteration 7F: 3 clusters Score -730705.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -731014.937500 Penalty: 2884.740723
	Iteration 8F: 3 clusters Score -731014.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -731274.437500 Penalty: 2884.740723
	Iteration 9Q: 3 clusters Score -731274.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -731511.875000 Penalty: 2884.740723
	Iteration 10Q: 3 clusters Score -731511.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -731747.750000 Penalty: 2884.740723
	Iteration 11Q: 3 clusters Score -731747.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -731944.562500 Penalty: 2884.740723
	Iteration 12Q: 3 clusters Score -731944.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -732097.875000 Penalty: 2884.740723
	Iteration 13Q: 3 clusters Score -732097.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -732214.687500 Penalty: 2884.740723
	Iteration 14Q: 3 clusters Score -732214.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -732314.000000 Penalty: 2884.740723
	Iteration 15Q: 3 clusters Score -732314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -732399.687500 Penalty: 2884.740723
	Iteration 16Q: 3 clusters Score -732399.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -732457.187500 Penalty: 2884.740723
	Iteration 17Q: 3 clusters Score -732457.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -732490.250000 Penalty: 2884.740723
	Iteration 18Q: 3 clusters Score -732490.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -732513.750000 Penalty: 2884.740723
	Iteration 19Q: 3 clusters Score -732513.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -732524.250000 Penalty: 2884.740723
	Iteration 20F: 3 clusters Score -732524.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -732534.687500 Penalty: 2884.740723
	Iteration 21Q: 3 clusters Score -732534.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -732539.687500 Penalty: 2884.740723
	Iteration 22Q: 3 clusters Score -732539.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -732545.312500 Penalty: 2884.740723
	Iteration 23Q: 3 clusters Score -732545.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -732546.437500 Penalty: 2884.740723
	Iteration 24Q: 3 clusters Score -732546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -732546.875000 Penalty: 2884.740723
	Iteration 25Q: 3 clusters Score -732546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -732547.000000 Penalty: 2884.740723
	Iteration 26Q: 3 clusters Score -732547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -732547.125000 Penalty: 2884.740723
	Iteration 27Q: 3 clusters Score -732547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -732548.562500 Penalty: 2884.740723
	Iteration 28Q: 3 clusters Score -732548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -732548.562500 Penalty: 2884.740723
	Iteration 29F: 3 clusters Score -732548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Entering Unmasked Estep 
Score: -1250460.500000 Penalty: 1530.280396
	Iteration 0F: 2 clusters Score -1250460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1241840.250000 Penalty: 3060.560791
	Iteration 0F: 3 clusters Score -1241840 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1244750.000000 Penalty: 3060.560791
	Iteration 1F: 3 clusters Score -1244750 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1245154.000000 Penalty: 3060.560791
	Iteration 2F: 3 clusters Score -1245154 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1245607.375000 Penalty: 3060.560791
	Iteration 3F: 3 clusters Score -1245607 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1246103.000000 Penalty: 3060.560791
	Iteration 4F: 3 clusters Score -1246103 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1246574.125000 Penalty: 3060.560791
	Iteration 5F: 3 clusters Score -1246574 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1246928.625000 Penalty: 3060.560791
	Iteration 6F: 3 clusters Score -1246929 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1247203.750000 Penalty: 3060.560791
	Iteration 7Q: 3 clusters Score -1247204 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1247464.500000 Penalty: 3060.560791
	Iteration 8Q: 3 clusters Score -1247464 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1247714.750000 Penalty: 3060.560791
	Iteration 9Q: 3 clusters Score -1247715 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1247926.375000 Penalty: 3060.560791
	Iteration 10Q: 3 clusters Score -1247926 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1248129.375000 Penalty: 3060.560791
	Iteration 11Q: 3 clusters Score -1248129 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1248381.500000 Penalty: 3060.560791
	Iteration 12Q: 3 clusters Score -1248382 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1248660.375000 Penalty: 3060.560791
	Iteration 13Q: 3 clusters Score -1248660 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1248935.750000 Penalty: 3060.560791
	Iteration 14Q: 3 clusters Score -1248936 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1249137.000000 Penalty: 3060.560791
	Iteration 15Q: 3 clusters Score -1249137 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1249276.750000 Penalty: 3060.560791
	Iteration 16Q: 3 clusters Score -1249277 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1249370.250000 Penalty: 3060.560791
	Iteration 17Q: 3 clusters Score -1249370 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1249425.000000 Penalty: 3060.560791
	Iteration 18Q: 3 clusters Score -1249425 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1249456.375000 Penalty: 3060.560791
	Iteration 19Q: 3 clusters Score -1249456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1249473.000000 Penalty: 3060.560791
	Iteration 20F: 3 clusters Score -1249473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1249485.750000 Penalty: 3060.560791
	Iteration 21Q: 3 clusters Score -1249486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1249485.875000 Penalty: 3060.560791
	Iteration 22Q: 3 clusters Score -1249486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1249493.875000 Penalty: 3060.560791
	Iteration 23Q: 3 clusters Score -1249494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1249492.625000 Penalty: 3060.560791
	Iteration 24Q: 3 clusters Score -1249493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1249496.125000 Penalty: 3060.560791
	Iteration 25Q: 3 clusters Score -1249496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1249500.500000 Penalty: 3060.560791
	Iteration 26Q: 3 clusters Score -1249500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1249499.875000 Penalty: 3060.560791
	Iteration 27Q: 3 clusters Score -1249500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1249501.625000 Penalty: 3060.560791
	Iteration 28Q: 3 clusters Score -1249502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1249500.500000 Penalty: 3060.560791
	Iteration 29Q: 3 clusters Score -1249500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1249505.375000 Penalty: 3060.560791
	Iteration 30Q: 3 clusters Score -1249505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1249507.375000 Penalty: 3060.560791
	Iteration 31Q: 3 clusters Score -1249507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1249508.125000 Penalty: 3060.560791
	Iteration 32Q: 3 clusters Score -1249508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1249509.375000 Penalty: 3060.560791
	Iteration 33Q: 3 clusters Score -1249509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1249510.875000 Penalty: 3060.560791
	Iteration 34Q: 3 clusters Score -1249511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1249509.000000 Penalty: 3060.560791
	Iteration 35Q: 3 clusters Score -1249509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1249510.625000 Penalty: 3060.560791
	Iteration 36Q: 3 clusters Score -1249511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1249509.875000 Penalty: 3060.560791
	Iteration 37Q: 3 clusters Score -1249510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1249510.125000 Penalty: 3060.560791
	Iteration 38Q: 3 clusters Score -1249510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1249512.000000 Penalty: 3060.560791
	Iteration 39Q: 3 clusters Score -1249512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1249511.250000 Penalty: 3060.560791
	Iteration 40F: 3 clusters Score -1249511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1249512.750000 Penalty: 3060.560791
	Iteration 41Q: 3 clusters Score -1249513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1249511.500000 Penalty: 3060.560791
	Iteration 42Q: 3 clusters Score -1249512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1249512.375000 Penalty: 3060.560791
	Iteration 43Q: 3 clusters Score -1249512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1249511.125000 Penalty: 3060.560791
	Iteration 44Q: 3 clusters Score -1249511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1249510.500000 Penalty: 3060.560791
	Iteration 45Q: 3 clusters Score -1249510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1249512.000000 Penalty: 3060.560791
	Iteration 46Q: 3 clusters Score -1249512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1249512.000000 Penalty: 3060.560791
	Iteration 47F: 3 clusters Score -1249512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Entering Unmasked Estep 
Score: -1921164.125000 Penalty: 1588.783691
	Iteration 0F: 2 clusters Score -1921164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1908994.375000 Penalty: 3177.567383
	Iteration 0F: 3 clusters Score -1908994 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1913386.500000 Penalty: 3177.567383
	Iteration 1F: 3 clusters Score -1913386 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1913716.625000 Penalty: 3177.567383
	Iteration 2Q: 3 clusters Score -1913717 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1914052.500000 Penalty: 3177.567383
	Iteration 3Q: 3 clusters Score -1914052 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1914385.625000 Penalty: 3177.567383
	Iteration 4Q: 3 clusters Score -1914386 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1914772.000000 Penalty: 3177.567383
	Iteration 5Q: 3 clusters Score -1914772 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1915300.000000 Penalty: 3177.567383
	Iteration 6F: 3 clusters Score -1915300 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1916035.500000 Penalty: 3177.567383
	Iteration 7F: 3 clusters Score -1916036 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1916872.625000 Penalty: 3177.567383
	Iteration 8F: 3 clusters Score -1916873 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1917629.375000 Penalty: 3177.567383
	Iteration 9F: 3 clusters Score -1917629 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1918162.250000 Penalty: 3177.567383
	Iteration 10Q: 3 clusters Score -1918162 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1918384.375000 Penalty: 3177.567383
	Iteration 11Q: 3 clusters Score -1918384 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1918468.250000 Penalty: 3177.567383
	Iteration 12Q: 3 clusters Score -1918468 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1918506.375000 Penalty: 3177.567383
	Iteration 13Q: 3 clusters Score -1918506 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1918541.000000 Penalty: 3177.567383
	Iteration 14Q: 3 clusters Score -1918541 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1918553.375000 Penalty: 3177.567383
	Iteration 15Q: 3 clusters Score -1918553 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1918569.625000 Penalty: 3177.567383
	Iteration 16Q: 3 clusters Score -1918570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1918582.375000 Penalty: 3177.567383
	Iteration 17Q: 3 clusters Score -1918582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1918593.000000 Penalty: 3177.567383
	Iteration 18Q: 3 clusters Score -1918593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1918598.125000 Penalty: 3177.567383
	Iteration 19Q: 3 clusters Score -1918598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1918598.500000 Penalty: 3177.567383
	Iteration 20F: 3 clusters Score -1918598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1918610.000000 Penalty: 3177.567383
	Iteration 21Q: 3 clusters Score -1918610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1918614.750000 Penalty: 3177.567383
	Iteration 22Q: 3 clusters Score -1918615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1918623.250000 Penalty: 3177.567383
	Iteration 23Q: 3 clusters Score -1918623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1918628.500000 Penalty: 3177.567383
	Iteration 24Q: 3 clusters Score -1918628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1918629.375000 Penalty: 3177.567383
	Iteration 25Q: 3 clusters Score -1918629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1918631.500000 Penalty: 3177.567383
	Iteration 26Q: 3 clusters Score -1918632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1918636.500000 Penalty: 3177.567383
	Iteration 27Q: 3 clusters Score -1918636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1918635.500000 Penalty: 3177.567383
	Iteration 28Q: 3 clusters Score -1918636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1918637.500000 Penalty: 3177.567383
	Iteration 29Q: 3 clusters Score -1918638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1918633.375000 Penalty: 3177.567383
	Iteration 30Q: 3 clusters Score -1918633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1918635.375000 Penalty: 3177.567383
	Iteration 31Q: 3 clusters Score -1918635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1918636.125000 Penalty: 3177.567383
	Iteration 32Q: 3 clusters Score -1918636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1918635.250000 Penalty: 3177.567383
	Iteration 33Q: 3 clusters Score -1918635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1918636.750000 Penalty: 3177.567383
	Iteration 34Q: 3 clusters Score -1918637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1918635.375000 Penalty: 3177.567383
	Iteration 35Q: 3 clusters Score -1918635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1918636.375000 Penalty: 3177.567383
	Iteration 36Q: 3 clusters Score -1918636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1918639.500000 Penalty: 3177.567383
	Iteration 37Q: 3 clusters Score -1918640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1918644.000000 Penalty: 3177.567383
	Iteration 38Q: 3 clusters Score -1918644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1918646.125000 Penalty: 3177.567383
	Iteration 39Q: 3 clusters Score -1918646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1918645.750000 Penalty: 3177.567383
	Iteration 40F: 3 clusters Score -1918646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1918648.000000 Penalty: 3177.567383
	Iteration 41Q: 3 clusters Score -1918648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1918650.750000 Penalty: 3177.567383
	Iteration 42Q: 3 clusters Score -1918651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1918650.000000 Penalty: 3177.567383
	Iteration 43Q: 3 clusters Score -1918650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1918651.375000 Penalty: 3177.567383
	Iteration 44Q: 3 clusters Score -1918651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1918654.750000 Penalty: 3177.567383
	Iteration 45Q: 3 clusters Score -1918655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1918652.250000 Penalty: 3177.567383
	Iteration 46Q: 3 clusters Score -1918652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1918653.625000 Penalty: 3177.567383
	Iteration 47Q: 3 clusters Score -1918654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1918652.125000 Penalty: 3177.567383
	Iteration 48Q: 3 clusters Score -1918652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1918655.500000 Penalty: 3177.567383
	Iteration 49Q: 3 clusters Score -1918656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1918657.250000 Penalty: 3177.567383
	Iteration 50Q: 3 clusters Score -1918657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1918657.000000 Penalty: 3177.567383
	Iteration 51Q: 3 clusters Score -1918657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1918655.250000 Penalty: 3177.567383
	Iteration 52Q: 3 clusters Score -1918655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1918655.250000 Penalty: 3177.567383
	Iteration 53Q: 3 clusters Score -1918655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1918651.375000 Penalty: 3177.567383
	Iteration 54Q: 3 clusters Score -1918651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1918650.375000 Penalty: 3177.567383
	Iteration 55Q: 3 clusters Score -1918650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1918651.000000 Penalty: 3177.567383
	Iteration 56Q: 3 clusters Score -1918651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1918651.500000 Penalty: 3177.567383
	Iteration 57Q: 3 clusters Score -1918652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1918646.000000 Penalty: 3177.567383
	Iteration 58Q: 3 clusters Score -1918646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1918652.250000 Penalty: 3177.567383
	Iteration 59Q: 3 clusters Score -1918652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1918653.625000 Penalty: 3177.567383
	Iteration 60F: 3 clusters Score -1918654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1918655.250000 Penalty: 3177.567383
	Iteration 61Q: 3 clusters Score -1918655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1918656.375000 Penalty: 3177.567383
	Iteration 62Q: 3 clusters Score -1918656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1918662.500000 Penalty: 3177.567383
	Iteration 63Q: 3 clusters Score -1918662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1918658.750000 Penalty: 3177.567383
	Iteration 64Q: 3 clusters Score -1918659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1918666.375000 Penalty: 3177.567383
	Iteration 65Q: 3 clusters Score -1918666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1918669.500000 Penalty: 3177.567383
	Iteration 66Q: 3 clusters Score -1918670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1918667.750000 Penalty: 3177.567383
	Iteration 67Q: 3 clusters Score -1918668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1918669.250000 Penalty: 3177.567383
	Iteration 68Q: 3 clusters Score -1918669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1918674.000000 Penalty: 3177.567383
	Iteration 69Q: 3 clusters Score -1918674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1918669.250000 Penalty: 3177.567383
	Iteration 70Q: 3 clusters Score -1918669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1918673.875000 Penalty: 3177.567383
	Iteration 71Q: 3 clusters Score -1918674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1918674.250000 Penalty: 3177.567383
	Iteration 72Q: 3 clusters Score -1918674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1918679.625000 Penalty: 3177.567383
	Iteration 73Q: 3 clusters Score -1918680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1918676.375000 Penalty: 3177.567383
	Iteration 74Q: 3 clusters Score -1918676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1918679.125000 Penalty: 3177.567383
	Iteration 75Q: 3 clusters Score -1918679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1918681.500000 Penalty: 3177.567383
	Iteration 76Q: 3 clusters Score -1918682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1918682.125000 Penalty: 3177.567383
	Iteration 77Q: 3 clusters Score -1918682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1918684.375000 Penalty: 3177.567383
	Iteration 78Q: 3 clusters Score -1918684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1918694.375000 Penalty: 3177.567383
	Iteration 79Q: 3 clusters Score -1918694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1918694.250000 Penalty: 3177.567383
	Iteration 80F: 3 clusters Score -1918694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1918693.625000 Penalty: 3177.567383
	Iteration 81Q: 3 clusters Score -1918694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1918699.250000 Penalty: 3177.567383
	Iteration 82Q: 3 clusters Score -1918699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1918703.625000 Penalty: 3177.567383
	Iteration 83Q: 3 clusters Score -1918704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1918713.250000 Penalty: 3177.567383
	Iteration 84Q: 3 clusters Score -1918713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1918716.500000 Penalty: 3177.567383
	Iteration 85Q: 3 clusters Score -1918716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1918723.125000 Penalty: 3177.567383
	Iteration 86Q: 3 clusters Score -1918723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1918726.750000 Penalty: 3177.567383
	Iteration 87Q: 3 clusters Score -1918727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1918724.375000 Penalty: 3177.567383
	Iteration 88Q: 3 clusters Score -1918724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1918722.875000 Penalty: 3177.567383
	Iteration 89Q: 3 clusters Score -1918723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1918730.500000 Penalty: 3177.567383
	Iteration 90Q: 3 clusters Score -1918730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1918730.750000 Penalty: 3177.567383
	Iteration 91Q: 3 clusters Score -1918731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1918739.500000 Penalty: 3177.567383
	Iteration 92Q: 3 clusters Score -1918740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1918743.250000 Penalty: 3177.567383
	Iteration 93Q: 3 clusters Score -1918743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1918747.625000 Penalty: 3177.567383
	Iteration 94Q: 3 clusters Score -1918748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1918756.000000 Penalty: 3177.567383
	Iteration 95Q: 3 clusters Score -1918756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1918762.000000 Penalty: 3177.567383
	Iteration 96Q: 3 clusters Score -1918762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1918763.125000 Penalty: 3177.567383
	Iteration 97Q: 3 clusters Score -1918763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1918765.250000 Penalty: 3177.567383
	Iteration 98Q: 3 clusters Score -1918765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1918768.625000 Penalty: 3177.567383
	Iteration 99Q: 3 clusters Score -1918769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1918770.875000 Penalty: 3177.567383
	Iteration 100F: 3 clusters Score -1918771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1918775.375000 Penalty: 3177.567383
	Iteration 101Q: 3 clusters Score -1918775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1918777.750000 Penalty: 3177.567383
	Iteration 102Q: 3 clusters Score -1918778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1918787.875000 Penalty: 3177.567383
	Iteration 103Q: 3 clusters Score -1918788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1918793.875000 Penalty: 3177.567383
	Iteration 104Q: 3 clusters Score -1918794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1918792.875000 Penalty: 3177.567383
	Iteration 105Q: 3 clusters Score -1918793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1918799.500000 Penalty: 3177.567383
	Iteration 106Q: 3 clusters Score -1918800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1918797.125000 Penalty: 3177.567383
	Iteration 107Q: 3 clusters Score -1918797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1918804.375000 Penalty: 3177.567383
	Iteration 108Q: 3 clusters Score -1918804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1918808.500000 Penalty: 3177.567383
	Iteration 109Q: 3 clusters Score -1918808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1918808.875000 Penalty: 3177.567383
	Iteration 110Q: 3 clusters Score -1918809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1918807.875000 Penalty: 3177.567383
	Iteration 111Q: 3 clusters Score -1918808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1918814.625000 Penalty: 3177.567383
	Iteration 112Q: 3 clusters Score -1918815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1918812.625000 Penalty: 3177.567383
	Iteration 113Q: 3 clusters Score -1918813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1918815.625000 Penalty: 3177.567383
	Iteration 114Q: 3 clusters Score -1918816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1918811.875000 Penalty: 3177.567383
	Iteration 115Q: 3 clusters Score -1918812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1918815.625000 Penalty: 3177.567383
	Iteration 116Q: 3 clusters Score -1918816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1918812.875000 Penalty: 3177.567383
	Iteration 117Q: 3 clusters Score -1918813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1918815.625000 Penalty: 3177.567383
	Iteration 118Q: 3 clusters Score -1918816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1918819.250000 Penalty: 3177.567383
	Iteration 119Q: 3 clusters Score -1918819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1918821.125000 Penalty: 3177.567383
	Iteration 120F: 3 clusters Score -1918821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1918824.500000 Penalty: 3177.567383
	Iteration 121Q: 3 clusters Score -1918824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1918829.500000 Penalty: 3177.567383
	Iteration 122Q: 3 clusters Score -1918830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1918832.625000 Penalty: 3177.567383
	Iteration 123Q: 3 clusters Score -1918833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1918835.250000 Penalty: 3177.567383
	Iteration 124Q: 3 clusters Score -1918835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1918836.375000 Penalty: 3177.567383
	Iteration 125Q: 3 clusters Score -1918836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1918832.625000 Penalty: 3177.567383
	Iteration 126Q: 3 clusters Score -1918833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1918837.375000 Penalty: 3177.567383
	Iteration 127Q: 3 clusters Score -1918837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1918839.000000 Penalty: 3177.567383
	Iteration 128Q: 3 clusters Score -1918839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1918841.125000 Penalty: 3177.567383
	Iteration 129Q: 3 clusters Score -1918841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1918841.875000 Penalty: 3177.567383
	Iteration 130Q: 3 clusters Score -1918842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1918846.375000 Penalty: 3177.567383
	Iteration 131Q: 3 clusters Score -1918846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1918849.875000 Penalty: 3177.567383
	Iteration 132Q: 3 clusters Score -1918850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1918848.875000 Penalty: 3177.567383
	Iteration 133Q: 3 clusters Score -1918849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1918846.250000 Penalty: 3177.567383
	Iteration 134Q: 3 clusters Score -1918846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1918847.125000 Penalty: 3177.567383
	Iteration 135Q: 3 clusters Score -1918847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1918842.750000 Penalty: 3177.567383
	Iteration 136Q: 3 clusters Score -1918843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1918847.250000 Penalty: 3177.567383
	Iteration 137Q: 3 clusters Score -1918847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1918846.000000 Penalty: 3177.567383
	Iteration 138Q: 3 clusters Score -1918846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1918848.625000 Penalty: 3177.567383
	Iteration 139Q: 3 clusters Score -1918849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1918849.625000 Penalty: 3177.567383
	Iteration 140F: 3 clusters Score -1918850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1918848.250000 Penalty: 3177.567383
	Iteration 141Q: 3 clusters Score -1918848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1918850.750000 Penalty: 3177.567383
	Iteration 142Q: 3 clusters Score -1918851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1918852.250000 Penalty: 3177.567383
	Iteration 143Q: 3 clusters Score -1918852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1918853.125000 Penalty: 3177.567383
	Iteration 144Q: 3 clusters Score -1918853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1918852.125000 Penalty: 3177.567383
	Iteration 145Q: 3 clusters Score -1918852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1918849.875000 Penalty: 3177.567383
	Iteration 146Q: 3 clusters Score -1918850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1918854.125000 Penalty: 3177.567383
	Iteration 147Q: 3 clusters Score -1918854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1918851.000000 Penalty: 3177.567383
	Iteration 148Q: 3 clusters Score -1918851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1918855.375000 Penalty: 3177.567383
	Iteration 149Q: 3 clusters Score -1918855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1918853.125000 Penalty: 3177.567383
	Iteration 150Q: 3 clusters Score -1918853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1918855.625000 Penalty: 3177.567383
	Iteration 151Q: 3 clusters Score -1918856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1918855.500000 Penalty: 3177.567383
	Iteration 152Q: 3 clusters Score -1918856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1918851.500000 Penalty: 3177.567383
	Iteration 153Q: 3 clusters Score -1918852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1918854.375000 Penalty: 3177.567383
	Iteration 154Q: 3 clusters Score -1918854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1918854.000000 Penalty: 3177.567383
	Iteration 155Q: 3 clusters Score -1918854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1918856.875000 Penalty: 3177.567383
	Iteration 156Q: 3 clusters Score -1918857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1918859.750000 Penalty: 3177.567383
	Iteration 157Q: 3 clusters Score -1918860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1918859.125000 Penalty: 3177.567383
	Iteration 158Q: 3 clusters Score -1918859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1918862.250000 Penalty: 3177.567383
	Iteration 159Q: 3 clusters Score -1918862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1918865.125000 Penalty: 3177.567383
	Iteration 160F: 3 clusters Score -1918865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1918861.250000 Penalty: 3177.567383
	Iteration 161Q: 3 clusters Score -1918861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1918861.375000 Penalty: 3177.567383
	Iteration 162Q: 3 clusters Score -1918861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1918863.125000 Penalty: 3177.567383
	Iteration 163Q: 3 clusters Score -1918863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1918862.875000 Penalty: 3177.567383
	Iteration 164Q: 3 clusters Score -1918863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1918864.250000 Penalty: 3177.567383
	Iteration 165Q: 3 clusters Score -1918864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1918862.125000 Penalty: 3177.567383
	Iteration 166Q: 3 clusters Score -1918862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1918865.375000 Penalty: 3177.567383
	Iteration 167Q: 3 clusters Score -1918865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1918868.875000 Penalty: 3177.567383
	Iteration 168Q: 3 clusters Score -1918869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1918863.875000 Penalty: 3177.567383
	Iteration 169Q: 3 clusters Score -1918864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1918871.625000 Penalty: 3177.567383
	Iteration 170Q: 3 clusters Score -1918872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1918872.750000 Penalty: 3177.567383
	Iteration 171Q: 3 clusters Score -1918873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1918874.125000 Penalty: 3177.567383
	Iteration 172Q: 3 clusters Score -1918874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1918875.250000 Penalty: 3177.567383
	Iteration 173Q: 3 clusters Score -1918875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1918879.000000 Penalty: 3177.567383
	Iteration 174Q: 3 clusters Score -1918879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1918878.625000 Penalty: 3177.567383
	Iteration 175Q: 3 clusters Score -1918879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1918882.875000 Penalty: 3177.567383
	Iteration 176Q: 3 clusters Score -1918883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1918887.250000 Penalty: 3177.567383
	Iteration 177Q: 3 clusters Score -1918887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1918884.250000 Penalty: 3177.567383
	Iteration 178Q: 3 clusters Score -1918884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1918887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1918892.125000 Penalty: 3177.567383
	Iteration 180F: 3 clusters Score -1918892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1918895.125000 Penalty: 3177.567383
	Iteration 181Q: 3 clusters Score -1918895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1918893.250000 Penalty: 3177.567383
	Iteration 182Q: 3 clusters Score -1918893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1918888.750000 Penalty: 3177.567383
	Iteration 183Q: 3 clusters Score -1918889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1918892.375000 Penalty: 3177.567383
	Iteration 184Q: 3 clusters Score -1918892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1918890.875000 Penalty: 3177.567383
	Iteration 185Q: 3 clusters Score -1918891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1918895.125000 Penalty: 3177.567383
	Iteration 186Q: 3 clusters Score -1918895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1918894.375000 Penalty: 3177.567383
	Iteration 187Q: 3 clusters Score -1918894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1918896.125000 Penalty: 3177.567383
	Iteration 188Q: 3 clusters Score -1918896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1918897.000000 Penalty: 3177.567383
	Iteration 189Q: 3 clusters Score -1918897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1918895.625000 Penalty: 3177.567383
	Iteration 190Q: 3 clusters Score -1918896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1918895.750000 Penalty: 3177.567383
	Iteration 191Q: 3 clusters Score -1918896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1918896.625000 Penalty: 3177.567383
	Iteration 192Q: 3 clusters Score -1918897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1918896.250000 Penalty: 3177.567383
	Iteration 193Q: 3 clusters Score -1918896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1918899.875000 Penalty: 3177.567383
	Iteration 194Q: 3 clusters Score -1918900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1918898.500000 Penalty: 3177.567383
	Iteration 195Q: 3 clusters Score -1918898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1918906.750000 Penalty: 3177.567383
	Iteration 196Q: 3 clusters Score -1918907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1918905.375000 Penalty: 3177.567383
	Iteration 197Q: 3 clusters Score -1918905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1918905.875000 Penalty: 3177.567383
	Iteration 198Q: 3 clusters Score -1918906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1918906.000000 Penalty: 3177.567383
	Iteration 199Q: 3 clusters Score -1918906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1918910.250000 Penalty: 3177.567383
	Iteration 200F: 3 clusters Score -1918910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1918907.125000 Penalty: 3177.567383
	Iteration 201Q: 3 clusters Score -1918907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1918910.500000 Penalty: 3177.567383
	Iteration 202Q: 3 clusters Score -1918910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1918906.125000 Penalty: 3177.567383
	Iteration 203Q: 3 clusters Score -1918906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1918906.875000 Penalty: 3177.567383
	Iteration 204Q: 3 clusters Score -1918907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1918907.500000 Penalty: 3177.567383
	Iteration 205Q: 3 clusters Score -1918908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1918910.125000 Penalty: 3177.567383
	Iteration 206Q: 3 clusters Score -1918910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1918908.625000 Penalty: 3177.567383
	Iteration 207Q: 3 clusters Score -1918909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1918910.375000 Penalty: 3177.567383
	Iteration 208Q: 3 clusters Score -1918910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1918908.625000 Penalty: 3177.567383
	Iteration 209Q: 3 clusters Score -1918909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1918909.625000 Penalty: 3177.567383
	Iteration 210Q: 3 clusters Score -1918910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1918909.125000 Penalty: 3177.567383
	Iteration 211Q: 3 clusters Score -1918909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1918907.750000 Penalty: 3177.567383
	Iteration 212Q: 3 clusters Score -1918908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1918906.750000 Penalty: 3177.567383
	Iteration 213Q: 3 clusters Score -1918907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1918907.500000 Penalty: 3177.567383
	Iteration 214Q: 3 clusters Score -1918908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1918907.500000 Penalty: 3177.567383
	Iteration 215Q: 3 clusters Score -1918908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1918913.750000 Penalty: 3177.567383
	Iteration 216Q: 3 clusters Score -1918914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1918905.250000 Penalty: 3177.567383
	Iteration 217Q: 3 clusters Score -1918905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1918904.375000 Penalty: 3177.567383
	Iteration 218Q: 3 clusters Score -1918904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1918906.500000 Penalty: 3177.567383
	Iteration 219Q: 3 clusters Score -1918906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1918906.500000 Penalty: 3177.567383
	Iteration 220F: 3 clusters Score -1918906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -916495.000000 Penalty: 1473.769897
	Iteration 0F: 2 clusters Score -916495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -910190.000000 Penalty: 2947.539795
	Iteration 0F: 3 clusters Score -910190 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -912273.937500 Penalty: 2947.539795
	Iteration 1F: 3 clusters Score -912273.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -912571.312500 Penalty: 2947.539795
	Iteration 2F: 3 clusters Score -912571.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -912798.000000 Penalty: 2947.539795
	Iteration 3F: 3 clusters Score -912798 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -913024.125000 Penalty: 2947.539795
	Iteration 4F: 3 clusters Score -913024.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -913245.000000 Penalty: 2947.539795
	Iteration 5Q: 3 clusters Score -913245 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -913500.437500 Penalty: 2947.539795
	Iteration 6Q: 3 clusters Score -913500.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -913752.687500 Penalty: 2947.539795
	Iteration 7Q: 3 clusters Score -913752.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -913958.250000 Penalty: 2947.539795
	Iteration 8Q: 3 clusters Score -913958.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -914137.625000 Penalty: 2947.539795
	Iteration 9Q: 3 clusters Score -914137.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -914270.437500 Penalty: 2947.539795
	Iteration 10Q: 3 clusters Score -914270.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -914364.750000 Penalty: 2947.539795
	Iteration 11Q: 3 clusters Score -914364.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -914434.062500 Penalty: 2947.539795
	Iteration 12Q: 3 clusters Score -914434.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -914476.125000 Penalty: 2947.539795
	Iteration 13Q: 3 clusters Score -914476.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -914508.250000 Penalty: 2947.539795
	Iteration 14Q: 3 clusters Score -914508.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -914531.437500 Penalty: 2947.539795
	Iteration 15Q: 3 clusters Score -914531.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -914550.250000 Penalty: 2947.539795
	Iteration 16Q: 3 clusters Score -914550.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -914560.500000 Penalty: 2947.539795
	Iteration 17Q: 3 clusters Score -914560.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -914573.125000 Penalty: 2947.539795
	Iteration 18Q: 3 clusters Score -914573.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -914588.500000 Penalty: 2947.539795
	Iteration 19Q: 3 clusters Score -914588.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -914598.250000 Penalty: 2947.539795
	Iteration 20F: 3 clusters Score -914598.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -914607.625000 Penalty: 2947.539795
	Iteration 21Q: 3 clusters Score -914607.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -914616.937500 Penalty: 2947.539795
	Iteration 22Q: 3 clusters Score -914616.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -914623.187500 Penalty: 2947.539795
	Iteration 23Q: 3 clusters Score -914623.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -914625.500000 Penalty: 2947.539795
	Iteration 24Q: 3 clusters Score -914625.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -914632.875000 Penalty: 2947.539795
	Iteration 25Q: 3 clusters Score -914632.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -914640.687500 Penalty: 2947.539795
	Iteration 26Q: 3 clusters Score -914640.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -914646.750000 Penalty: 2947.539795
	Iteration 27Q: 3 clusters Score -914646.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -914655.000000 Penalty: 2947.539795
	Iteration 28Q: 3 clusters Score -914655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -914660.250000 Penalty: 2947.539795
	Iteration 29Q: 3 clusters Score -914660.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -914669.812500 Penalty: 2947.539795
	Iteration 30Q: 3 clusters Score -914669.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -914677.625000 Penalty: 2947.539795
	Iteration 31Q: 3 clusters Score -914677.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -914685.250000 Penalty: 2947.539795
	Iteration 32Q: 3 clusters Score -914685.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -914688.750000 Penalty: 2947.539795
	Iteration 33Q: 3 clusters Score -914688.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -914693.625000 Penalty: 2947.539795
	Iteration 34Q: 3 clusters Score -914693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -914696.187500 Penalty: 2947.539795
	Iteration 35Q: 3 clusters Score -914696.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -914701.250000 Penalty: 2947.539795
	Iteration 36Q: 3 clusters Score -914701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -914703.437500 Penalty: 2947.539795
	Iteration 37Q: 3 clusters Score -914703.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -914706.937500 Penalty: 2947.539795
	Iteration 38Q: 3 clusters Score -914706.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -914711.000000 Penalty: 2947.539795
	Iteration 39Q: 3 clusters Score -914711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -914714.125000 Penalty: 2947.539795
	Iteration 40F: 3 clusters Score -914714.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -914716.250000 Penalty: 2947.539795
	Iteration 41Q: 3 clusters Score -914716.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -914725.187500 Penalty: 2947.539795
	Iteration 42Q: 3 clusters Score -914725.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -914733.750000 Penalty: 2947.539795
	Iteration 43Q: 3 clusters Score -914733.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -914740.687500 Penalty: 2947.539795
	Iteration 44Q: 3 clusters Score -914740.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -914743.625000 Penalty: 2947.539795
	Iteration 45Q: 3 clusters Score -914743.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -914748.812500 Penalty: 2947.539795
	Iteration 46Q: 3 clusters Score -914748.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -914753.062500 Penalty: 2947.539795
	Iteration 47Q: 3 clusters Score -914753.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -914762.500000 Penalty: 2947.539795
	Iteration 48Q: 3 clusters Score -914762.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -914766.000000 Penalty: 2947.539795
	Iteration 49Q: 3 clusters Score -914766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -914772.750000 Penalty: 2947.539795
	Iteration 50Q: 3 clusters Score -914772.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -914775.562500 Penalty: 2947.539795
	Iteration 51Q: 3 clusters Score -914775.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -914780.562500 Penalty: 2947.539795
	Iteration 52Q: 3 clusters Score -914780.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -914782.437500 Penalty: 2947.539795
	Iteration 53Q: 3 clusters Score -914782.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -914784.437500 Penalty: 2947.539795
	Iteration 54Q: 3 clusters Score -914784.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -914792.437500 Penalty: 2947.539795
	Iteration 55Q: 3 clusters Score -914792.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -914799.000000 Penalty: 2947.539795
	Iteration 56Q: 3 clusters Score -914799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -914806.500000 Penalty: 2947.539795
	Iteration 57Q: 3 clusters Score -914806.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -914813.125000 Penalty: 2947.539795
	Iteration 58Q: 3 clusters Score -914813.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -914819.687500 Penalty: 2947.539795
	Iteration 59Q: 3 clusters Score -914819.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -914826.875000 Penalty: 2947.539795
	Iteration 60F: 3 clusters Score -914826.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -914839.937500 Penalty: 2947.539795
	Iteration 61Q: 3 clusters Score -914839.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -914852.250000 Penalty: 2947.539795
	Iteration 62Q: 3 clusters Score -914852.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -914858.625000 Penalty: 2947.539795
	Iteration 63Q: 3 clusters Score -914858.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -914868.625000 Penalty: 2947.539795
	Iteration 64Q: 3 clusters Score -914868.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -914879.000000 Penalty: 2947.539795
	Iteration 65Q: 3 clusters Score -914879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -914885.750000 Penalty: 2947.539795
	Iteration 66Q: 3 clusters Score -914885.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -914894.625000 Penalty: 2947.539795
	Iteration 67Q: 3 clusters Score -914894.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -914899.750000 Penalty: 2947.539795
	Iteration 68Q: 3 clusters Score -914899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -914906.625000 Penalty: 2947.539795
	Iteration 69Q: 3 clusters Score -914906.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -914918.812500 Penalty: 2947.539795
	Iteration 70Q: 3 clusters Score -914918.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -914923.062500 Penalty: 2947.539795
	Iteration 71Q: 3 clusters Score -914923.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -914931.750000 Penalty: 2947.539795
	Iteration 72Q: 3 clusters Score -914931.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -914942.437500 Penalty: 2947.539795
	Iteration 73Q: 3 clusters Score -914942.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -914945.187500 Penalty: 2947.539795
	Iteration 74Q: 3 clusters Score -914945.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -914954.187500 Penalty: 2947.539795
	Iteration 75Q: 3 clusters Score -914954.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -914962.250000 Penalty: 2947.539795
	Iteration 76Q: 3 clusters Score -914962.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -914968.687500 Penalty: 2947.539795
	Iteration 77Q: 3 clusters Score -914968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -914973.125000 Penalty: 2947.539795
	Iteration 78Q: 3 clusters Score -914973.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -914979.750000 Penalty: 2947.539795
	Iteration 79Q: 3 clusters Score -914979.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -914981.250000 Penalty: 2947.539795
	Iteration 80F: 3 clusters Score -914981.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -914990.437500 Penalty: 2947.539795
	Iteration 81Q: 3 clusters Score -914990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -914993.750000 Penalty: 2947.539795
	Iteration 82Q: 3 clusters Score -914993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -914995.812500 Penalty: 2947.539795
	Iteration 83Q: 3 clusters Score -914995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -914997.125000 Penalty: 2947.539795
	Iteration 84Q: 3 clusters Score -914997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -915001.875000 Penalty: 2947.539795
	Iteration 85Q: 3 clusters Score -915001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -915004.750000 Penalty: 2947.539795
	Iteration 86Q: 3 clusters Score -915004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -915008.312500 Penalty: 2947.539795
	Iteration 87Q: 3 clusters Score -915008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -915008.437500 Penalty: 2947.539795
	Iteration 88Q: 3 clusters Score -915008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -915010.812500 Penalty: 2947.539795
	Iteration 89Q: 3 clusters Score -915010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -915013.187500 Penalty: 2947.539795
	Iteration 90Q: 3 clusters Score -915013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -915013.750000 Penalty: 2947.539795
	Iteration 91Q: 3 clusters Score -915013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -915016.062500 Penalty: 2947.539795
	Iteration 92Q: 3 clusters Score -915016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -915018.750000 Penalty: 2947.539795
	Iteration 93Q: 3 clusters Score -915018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -915022.000000 Penalty: 2947.539795
	Iteration 94Q: 3 clusters Score -915022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -915022.125000 Penalty: 2947.539795
	Iteration 95Q: 3 clusters Score -915022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -915025.500000 Penalty: 2947.539795
	Iteration 96Q: 3 clusters Score -915025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -915025.937500 Penalty: 2947.539795
	Iteration 97Q: 3 clusters Score -915025.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -915030.812500 Penalty: 2947.539795
	Iteration 98Q: 3 clusters Score -915030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -915036.375000 Penalty: 2947.539795
	Iteration 99Q: 3 clusters Score -915036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -915040.312500 Penalty: 2947.539795
	Iteration 100F: 3 clusters Score -915040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -915044.625000 Penalty: 2947.539795
	Iteration 101Q: 3 clusters Score -915044.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -915046.937500 Penalty: 2947.539795
	Iteration 102Q: 3 clusters Score -915046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -915049.812500 Penalty: 2947.539795
	Iteration 103Q: 3 clusters Score -915049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -915053.812500 Penalty: 2947.539795
	Iteration 104Q: 3 clusters Score -915053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -915055.250000 Penalty: 2947.539795
	Iteration 105Q: 3 clusters Score -915055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -915058.937500 Penalty: 2947.539795
	Iteration 106Q: 3 clusters Score -915058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -915060.500000 Penalty: 2947.539795
	Iteration 107Q: 3 clusters Score -915060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -915061.062500 Penalty: 2947.539795
	Iteration 108Q: 3 clusters Score -915061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -915061.562500 Penalty: 2947.539795
	Iteration 109Q: 3 clusters Score -915061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -915062.750000 Penalty: 2947.539795
	Iteration 110Q: 3 clusters Score -915062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -915066.687500 Penalty: 2947.539795
	Iteration 111Q: 3 clusters Score -915066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -915071.312500 Penalty: 2947.539795
	Iteration 112Q: 3 clusters Score -915071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -915073.812500 Penalty: 2947.539795
	Iteration 113Q: 3 clusters Score -915073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -915076.000000 Penalty: 2947.539795
	Iteration 114Q: 3 clusters Score -915076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -915083.375000 Penalty: 2947.539795
	Iteration 115Q: 3 clusters Score -915083.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -915086.875000 Penalty: 2947.539795
	Iteration 116Q: 3 clusters Score -915086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -915097.937500 Penalty: 2947.539795
	Iteration 117Q: 3 clusters Score -915097.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -915105.375000 Penalty: 2947.539795
	Iteration 118Q: 3 clusters Score -915105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -915113.062500 Penalty: 2947.539795
	Iteration 119Q: 3 clusters Score -915113.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -915127.937500 Penalty: 2947.539795
	Iteration 120F: 3 clusters Score -915127.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -915137.312500 Penalty: 2947.539795
	Iteration 121Q: 3 clusters Score -915137.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -915142.125000 Penalty: 2947.539795
	Iteration 122Q: 3 clusters Score -915142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -915148.375000 Penalty: 2947.539795
	Iteration 123Q: 3 clusters Score -915148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -915153.562500 Penalty: 2947.539795
	Iteration 124Q: 3 clusters Score -915153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -915155.250000 Penalty: 2947.539795
	Iteration 125Q: 3 clusters Score -915155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -915157.812500 Penalty: 2947.539795
	Iteration 126Q: 3 clusters Score -915157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -915160.250000 Penalty: 2947.539795
	Iteration 127Q: 3 clusters Score -915160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -915165.250000 Penalty: 2947.539795
	Iteration 128Q: 3 clusters Score -915165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -915168.062500 Penalty: 2947.539795
	Iteration 129Q: 3 clusters Score -915168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -915169.062500 Penalty: 2947.539795
	Iteration 130Q: 3 clusters Score -915169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -915172.687500 Penalty: 2947.539795
	Iteration 131Q: 3 clusters Score -915172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -915179.250000 Penalty: 2947.539795
	Iteration 132Q: 3 clusters Score -915179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -915181.000000 Penalty: 2947.539795
	Iteration 133Q: 3 clusters Score -915181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -915182.750000 Penalty: 2947.539795
	Iteration 134Q: 3 clusters Score -915182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -915184.437500 Penalty: 2947.539795
	Iteration 135Q: 3 clusters Score -915184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -915185.875000 Penalty: 2947.539795
	Iteration 136Q: 3 clusters Score -915185.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -915185.875000 Penalty: 2947.539795
	Iteration 137F: 3 clusters Score -915185.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 90251 members 
Mstep: Class 8 contains 181115 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 22 contains 105200 members 
Mstep: Class 23 contains 115593 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 26610 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 17626 members 
Mstep: Class 31 contains 8685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101014536.000000 Penalty: 80663.984375
Iteration 79Q: 37 clusters Score -1.010145e+08 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 10457 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 13519 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 90291 members 
Mstep: Class 8 contains 180653 members 
Mstep: Class 9 contains 22058 members 
Mstep: Class 10 contains 10537 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 57835 members 
Mstep: Class 16 contains 12229 members 
Mstep: Class 17 contains 16106 members 
Mstep: Class 18 contains 11786 members 
Mstep: Class 19 contains 9583 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 1615 members 
Mstep: Class 22 contains 105192 members 
Mstep: Class 23 contains 116256 members 
Mstep: Class 24 contains 9271 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 26620 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 12429 members 
Mstep: Class 30 contains 17797 members 
Mstep: Class 31 contains 8684 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 176251 members 
Mstep: Class 34 contains 1138 members 
Mstep: Class 35 contains 5730 members 
Mstep: Class 36 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101019088.000000 Penalty: 80663.984375
Iteration 80F: 37 clusters Score -1.010191e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 13497 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 3378 members 
Mstep: Class 7 contains 90119 members 
Mstep: Class 8 contains 180331 members 
Mstep: Class 9 contains 22007 members 
Mstep: Class 10 contains 10536 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 57863 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 16088 members 
Mstep: Class 18 contains 11864 members 
Mstep: Class 19 contains 9707 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 105132 members 
Mstep: Class 23 contains 115678 members 
Mstep: Class 24 contains 9244 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 26513 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 12321 members 
Mstep: Class 30 contains 17756 members 
Mstep: Class 31 contains 8684 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 177493 members 
Mstep: Class 34 contains 1177 members 
Mstep: Class 35 contains 6176 members 
Mstep: Class 36 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101020720.000000 Penalty: 80663.984375
Iteration 81Q: 37 clusters Score -1.010207e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 13506 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 90037 members 
Mstep: Class 8 contains 180165 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 10539 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 57872 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 16075 members 
Mstep: Class 18 contains 11942 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 105119 members 
Mstep: Class 23 contains 115297 members 
Mstep: Class 24 contains 9240 members 
Mstep: Class 25 contains 733 members 
Mstep: Class 26 contains 1786 members 
Mstep: Class 27 contains 26444 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 12265 members 
Mstep: Class 30 contains 17756 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 858 members 
Mstep: Class 33 contains 177926 members 
Mstep: Class 34 contains 1190 members 
Mstep: Class 35 contains 6545 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022032.000000 Penalty: 80663.984375
Iteration 82Q: 37 clusters Score -1.01022e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 10361 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 13531 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 3357 members 
Mstep: Class 7 contains 89994 members 
Mstep: Class 8 contains 180044 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 10551 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 57897 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 16060 members 
Mstep: Class 18 contains 11997 members 
Mstep: Class 19 contains 10106 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 1899 members 
Mstep: Class 22 contains 105108 members 
Mstep: Class 23 contains 115053 members 
Mstep: Class 24 contains 9244 members 
Mstep: Class 25 contains 741 members 
Mstep: Class 26 contains 1782 members 
Mstep: Class 27 contains 26403 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 12196 members 
Mstep: Class 30 contains 17782 members 
Mstep: Class 31 contains 8688 members 
Mstep: Class 32 contains 859 members 
Mstep: Class 33 contains 177981 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022248.000000 Penalty: 80663.984375
Iteration 83Q: 37 clusters Score -1.010222e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 4356 members 
Mstep: Class 4 contains 13558 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 89968 members 
Mstep: Class 8 contains 179952 members 
Mstep: Class 9 contains 22010 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 2621 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 57892 members 
Mstep: Class 16 contains 12233 members 
Mstep: Class 17 contains 16048 members 
Mstep: Class 18 contains 12029 members 
Mstep: Class 19 contains 10304 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 105103 members 
Mstep: Class 23 contains 114899 members 
Mstep: Class 24 contains 9247 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 1779 members 
Mstep: Class 27 contains 26358 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 12141 members 
Mstep: Class 30 contains 17806 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 854 members 
Mstep: Class 33 contains 177952 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 7222 members 
Mstep: Class 36 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022688.000000 Penalty: 80663.984375
Iteration 84Q: 37 clusters Score -1.010227e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 13589 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 3334 members 
Mstep: Class 7 contains 89949 members 
Mstep: Class 8 contains 179881 members 
Mstep: Class 9 contains 22011 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 234 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 57897 members 
Mstep: Class 16 contains 12229 members 
Mstep: Class 17 contains 16047 members 
Mstep: Class 18 contains 12068 members 
Mstep: Class 19 contains 10475 members 
Mstep: Class 20 contains 1533 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 105099 members 
Mstep: Class 23 contains 114780 members 
Mstep: Class 24 contains 9254 members 
Mstep: Class 25 contains 752 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 26324 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 12079 members 
Mstep: Class 30 contains 17829 members 
Mstep: Class 31 contains 8688 members 
Mstep: Class 32 contains 853 members 
Mstep: Class 33 contains 177834 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 7520 members 
Mstep: Class 36 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023160.000000 Penalty: 80663.984375
Iteration 85Q: 37 clusters Score -1.010232e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 13627 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 89937 members 
Mstep: Class 8 contains 179860 members 
Mstep: Class 9 contains 22007 members 
Mstep: Class 10 contains 10552 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 234 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 57902 members 
Mstep: Class 16 contains 12234 members 
Mstep: Class 17 contains 16045 members 
Mstep: Class 18 contains 12103 members 
Mstep: Class 19 contains 10639 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 105097 members 
Mstep: Class 23 contains 114655 members 
Mstep: Class 24 contains 9255 members 
Mstep: Class 25 contains 754 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 26294 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 17849 members 
Mstep: Class 31 contains 8690 members 
Mstep: Class 32 contains 858 members 
Mstep: Class 33 contains 177695 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 7779 members 
Mstep: Class 36 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023488.000000 Penalty: 80663.984375
Iteration 86Q: 37 clusters Score -1.010235e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 4555 members 
Mstep: Class 4 contains 13662 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 89932 members 
Mstep: Class 8 contains 179821 members 
Mstep: Class 9 contains 22010 members 
Mstep: Class 10 contains 10556 members 
Mstep: Class 11 contains 2603 members 
Mstep: Class 12 contains 2231 members 
Mstep: Class 13 contains 237 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 57904 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 16046 members 
Mstep: Class 18 contains 12142 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 105088 members 
Mstep: Class 23 contains 114557 members 
Mstep: Class 24 contains 9259 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 26264 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 11939 members 
Mstep: Class 30 contains 17858 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 177589 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8006 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023720.000000 Penalty: 80663.984375
Iteration 87Q: 37 clusters Score -1.010237e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 13695 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 89921 members 
Mstep: Class 8 contains 179754 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 10 contains 10561 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 2212 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 57902 members 
Mstep: Class 16 contains 12223 members 
Mstep: Class 17 contains 16047 members 
Mstep: Class 18 contains 12174 members 
Mstep: Class 19 contains 10932 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 105083 members 
Mstep: Class 23 contains 114479 members 
Mstep: Class 24 contains 9260 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 26234 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 11903 members 
Mstep: Class 30 contains 17875 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 177457 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8214 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024008.000000 Penalty: 80663.984375
Iteration 88Q: 37 clusters Score -1.01024e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 10363 members 
Mstep: Class 3 contains 4660 members 
Mstep: Class 4 contains 13714 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 89908 members 
Mstep: Class 8 contains 179732 members 
Mstep: Class 9 contains 22029 members 
Mstep: Class 10 contains 10569 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 57910 members 
Mstep: Class 16 contains 12219 members 
Mstep: Class 17 contains 16033 members 
Mstep: Class 18 contains 12203 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 22 contains 105078 members 
Mstep: Class 23 contains 114417 members 
Mstep: Class 24 contains 9261 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1777 members 
Mstep: Class 27 contains 26211 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 11860 members 
Mstep: Class 30 contains 17883 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 177287 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024616.000000 Penalty: 80663.984375
Iteration 89Q: 37 clusters Score -1.010246e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 13733 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 89900 members 
Mstep: Class 8 contains 179726 members 
Mstep: Class 9 contains 22029 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 57910 members 
Mstep: Class 16 contains 12210 members 
Mstep: Class 17 contains 16035 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 11217 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 105077 members 
Mstep: Class 23 contains 114324 members 
Mstep: Class 24 contains 9258 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 26188 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 11826 members 
Mstep: Class 30 contains 17895 members 
Mstep: Class 31 contains 8693 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 177143 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8557 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024432.000000 Penalty: 80663.984375
Iteration 90Q: 37 clusters Score -1.010244e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 13746 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 89893 members 
Mstep: Class 8 contains 179703 members 
Mstep: Class 9 contains 22027 members 
Mstep: Class 10 contains 10569 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 57909 members 
Mstep: Class 16 contains 12203 members 
Mstep: Class 17 contains 16030 members 
Mstep: Class 18 contains 12251 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2136 members 
Mstep: Class 22 contains 105069 members 
Mstep: Class 23 contains 114287 members 
Mstep: Class 24 contains 9264 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 26176 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 11791 members 
Mstep: Class 30 contains 17900 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 177002 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8707 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024424.000000 Penalty: 80663.984375
Iteration 91Q: 37 clusters Score -1.010244e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 10406 members 
Mstep: Class 3 contains 4804 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 89893 members 
Mstep: Class 8 contains 179670 members 
Mstep: Class 9 contains 22030 members 
Mstep: Class 10 contains 10567 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 57905 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 16025 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 105065 members 
Mstep: Class 23 contains 114272 members 
Mstep: Class 24 contains 9261 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1777 members 
Mstep: Class 27 contains 26153 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 11773 members 
Mstep: Class 30 contains 17908 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176859 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8842 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024688.000000 Penalty: 80663.984375
Iteration 92Q: 37 clusters Score -1.010247e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 10422 members 
Mstep: Class 3 contains 4850 members 
Mstep: Class 4 contains 13771 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 89892 members 
Mstep: Class 8 contains 179645 members 
Mstep: Class 9 contains 22032 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 57913 members 
Mstep: Class 16 contains 12194 members 
Mstep: Class 17 contains 16015 members 
Mstep: Class 18 contains 12277 members 
Mstep: Class 19 contains 11512 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 105062 members 
Mstep: Class 23 contains 114219 members 
Mstep: Class 24 contains 9267 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26128 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 11769 members 
Mstep: Class 30 contains 17922 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176736 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8977 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024696.000000 Penalty: 80663.984375
Iteration 93Q: 37 clusters Score -1.010247e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 13781 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3193 members 
Mstep: Class 7 contains 89889 members 
Mstep: Class 8 contains 179610 members 
Mstep: Class 9 contains 22033 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 2108 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 57910 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 16003 members 
Mstep: Class 18 contains 12295 members 
Mstep: Class 19 contains 11577 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2163 members 
Mstep: Class 22 contains 105060 members 
Mstep: Class 23 contains 114176 members 
Mstep: Class 24 contains 9268 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26111 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 11766 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 8697 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176661 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9081 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024600.000000 Penalty: 80663.984375
Iteration 94Q: 37 clusters Score -1.010246e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 10460 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 13783 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 89889 members 
Mstep: Class 8 contains 179589 members 
Mstep: Class 9 contains 22034 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 57908 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 16001 members 
Mstep: Class 18 contains 12306 members 
Mstep: Class 19 contains 11629 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 105055 members 
Mstep: Class 23 contains 114136 members 
Mstep: Class 24 contains 9271 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26094 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 11749 members 
Mstep: Class 30 contains 17938 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176646 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9163 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024616.000000 Penalty: 80663.984375
Iteration 95Q: 37 clusters Score -1.010246e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 10465 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 13783 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 89885 members 
Mstep: Class 8 contains 179576 members 
Mstep: Class 9 contains 22035 members 
Mstep: Class 10 contains 10573 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 57906 members 
Mstep: Class 16 contains 12191 members 
Mstep: Class 17 contains 15995 members 
Mstep: Class 18 contains 12315 members 
Mstep: Class 19 contains 11690 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 105053 members 
Mstep: Class 23 contains 114090 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26080 members 
Mstep: Class 28 contains 7145 members 
Mstep: Class 29 contains 11730 members 
Mstep: Class 30 contains 17938 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176630 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9242 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024592.000000 Penalty: 80663.984375
Iteration 96Q: 37 clusters Score -1.010246e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 13786 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 89883 members 
Mstep: Class 8 contains 179540 members 
Mstep: Class 9 contains 22035 members 
Mstep: Class 10 contains 10573 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 57914 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 12328 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 105050 members 
Mstep: Class 23 contains 114052 members 
Mstep: Class 24 contains 9277 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26065 members 
Mstep: Class 28 contains 7144 members 
Mstep: Class 29 contains 11732 members 
Mstep: Class 30 contains 17944 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176597 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9315 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024616.000000 Penalty: 80663.984375
Iteration 97Q: 37 clusters Score -1.010246e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 4953 members 
Mstep: Class 4 contains 13795 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 89880 members 
Mstep: Class 8 contains 179514 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 57914 members 
Mstep: Class 16 contains 12191 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 12344 members 
Mstep: Class 19 contains 11770 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 105046 members 
Mstep: Class 23 contains 114030 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26052 members 
Mstep: Class 28 contains 7144 members 
Mstep: Class 29 contains 11724 members 
Mstep: Class 30 contains 17946 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176581 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9379 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024800.000000 Penalty: 80663.984375
Iteration 98Q: 37 clusters Score -1.010248e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 13801 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 89880 members 
Mstep: Class 8 contains 179497 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 57913 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 12362 members 
Mstep: Class 19 contains 11813 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 105047 members 
Mstep: Class 23 contains 114003 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26051 members 
Mstep: Class 28 contains 7144 members 
Mstep: Class 29 contains 11711 members 
Mstep: Class 30 contains 17951 members 
Mstep: Class 31 contains 8708 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176539 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9441 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025040.000000 Penalty: 80663.984375
Iteration 99Q: 37 clusters Score -1.01025e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 10485 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 89878 members 
Mstep: Class 8 contains 179494 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10573 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 57910 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 12377 members 
Mstep: Class 19 contains 11851 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 105048 members 
Mstep: Class 23 contains 113968 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26045 members 
Mstep: Class 28 contains 7144 members 
Mstep: Class 29 contains 11692 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8711 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176519 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9502 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025424.000000 Penalty: 80663.984375
Iteration 100F: 37 clusters Score -1.010254e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 13810 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 89875 members 
Mstep: Class 8 contains 179466 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10575 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 57909 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12391 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 105043 members 
Mstep: Class 23 contains 113949 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26038 members 
Mstep: Class 28 contains 7144 members 
Mstep: Class 29 contains 11678 members 
Mstep: Class 30 contains 17955 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176503 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9571 members 
Mstep: Class 36 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025848.000000 Penalty: 80663.984375
Iteration 101Q: 37 clusters Score -1.010258e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 13813 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 89871 members 
Mstep: Class 8 contains 179473 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 57892 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12400 members 
Mstep: Class 19 contains 11897 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 105041 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26030 members 
Mstep: Class 28 contains 7143 members 
Mstep: Class 29 contains 11667 members 
Mstep: Class 30 contains 17958 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176496 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9621 members 
Mstep: Class 36 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025840.000000 Penalty: 80663.984375
Iteration 102Q: 37 clusters Score -1.010258e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 10459 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 89867 members 
Mstep: Class 8 contains 179487 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 57892 members 
Mstep: Class 16 contains 12185 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 12402 members 
Mstep: Class 19 contains 11923 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 105038 members 
Mstep: Class 23 contains 113873 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 26016 members 
Mstep: Class 28 contains 7143 members 
Mstep: Class 29 contains 11656 members 
Mstep: Class 30 contains 17960 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176475 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9671 members 
Mstep: Class 36 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025848.000000 Penalty: 80663.984375
Iteration 103Q: 37 clusters Score -1.010258e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 89866 members 
Mstep: Class 8 contains 179484 members 
Mstep: Class 9 contains 22036 members 
Mstep: Class 10 contains 10576 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 57894 members 
Mstep: Class 16 contains 12182 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 12405 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 105036 members 
Mstep: Class 23 contains 113840 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 25994 members 
Mstep: Class 28 contains 7142 members 
Mstep: Class 29 contains 11642 members 
Mstep: Class 30 contains 17961 members 
Mstep: Class 31 contains 8712 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176445 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025584.000000 Penalty: 80663.984375
Iteration 104Q: 37 clusters Score -1.010256e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 89865 members 
Mstep: Class 8 contains 179479 members 
Mstep: Class 9 contains 22041 members 
Mstep: Class 10 contains 10577 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 57883 members 
Mstep: Class 16 contains 12180 members 
Mstep: Class 17 contains 15952 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 11976 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 105035 members 
Mstep: Class 23 contains 113807 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 25966 members 
Mstep: Class 28 contains 7142 members 
Mstep: Class 29 contains 11622 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 8711 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176423 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9788 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025800.000000 Penalty: 80663.984375
Iteration 105Q: 37 clusters Score -1.010258e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 5003 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 89863 members 
Mstep: Class 8 contains 179468 members 
Mstep: Class 9 contains 22048 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 12 contains 2051 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57874 members 
Mstep: Class 16 contains 12178 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 12415 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 105036 members 
Mstep: Class 23 contains 113777 members 
Mstep: Class 24 contains 9285 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 25941 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11609 members 
Mstep: Class 30 contains 17965 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176406 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9845 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025944.000000 Penalty: 80663.984375
Iteration 106Q: 37 clusters Score -1.010259e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 89863 members 
Mstep: Class 8 contains 179449 members 
Mstep: Class 9 contains 22051 members 
Mstep: Class 10 contains 10582 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57861 members 
Mstep: Class 16 contains 12177 members 
Mstep: Class 17 contains 15952 members 
Mstep: Class 18 contains 12422 members 
Mstep: Class 19 contains 12023 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 105039 members 
Mstep: Class 23 contains 113748 members 
Mstep: Class 24 contains 9286 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25927 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11595 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176389 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9895 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101025984.000000 Penalty: 80663.984375
Iteration 107Q: 37 clusters Score -1.01026e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 89863 members 
Mstep: Class 8 contains 179430 members 
Mstep: Class 9 contains 22051 members 
Mstep: Class 10 contains 10582 members 
Mstep: Class 11 contains 2579 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57849 members 
Mstep: Class 16 contains 12175 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12424 members 
Mstep: Class 19 contains 12043 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2235 members 
Mstep: Class 22 contains 105037 members 
Mstep: Class 23 contains 113740 members 
Mstep: Class 24 contains 9286 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25914 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11582 members 
Mstep: Class 30 contains 17965 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176383 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9935 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026160.000000 Penalty: 80663.984375
Iteration 108Q: 37 clusters Score -1.010262e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 5046 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 89863 members 
Mstep: Class 8 contains 179428 members 
Mstep: Class 9 contains 22050 members 
Mstep: Class 10 contains 10583 members 
Mstep: Class 11 contains 2577 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57844 members 
Mstep: Class 16 contains 12176 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 12426 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 105036 members 
Mstep: Class 23 contains 113716 members 
Mstep: Class 24 contains 9286 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25899 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11566 members 
Mstep: Class 30 contains 17965 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176373 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9976 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026424.000000 Penalty: 80663.984375
Iteration 109Q: 37 clusters Score -1.010264e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5059 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 89863 members 
Mstep: Class 8 contains 179418 members 
Mstep: Class 9 contains 22054 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57846 members 
Mstep: Class 16 contains 12175 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12427 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 105036 members 
Mstep: Class 23 contains 113688 members 
Mstep: Class 24 contains 9287 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25882 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11558 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 8717 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176361 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 10017 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026432.000000 Penalty: 80663.984375
Iteration 110Q: 37 clusters Score -1.010264e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 89861 members 
Mstep: Class 8 contains 179412 members 
Mstep: Class 9 contains 22056 members 
Mstep: Class 10 contains 10588 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57850 members 
Mstep: Class 16 contains 12173 members 
Mstep: Class 17 contains 15962 members 
Mstep: Class 18 contains 12430 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 105034 members 
Mstep: Class 23 contains 113653 members 
Mstep: Class 24 contains 9287 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25867 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11548 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176352 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 10055 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026376.000000 Penalty: 80663.984375
Iteration 111Q: 37 clusters Score -1.010264e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 89862 members 
Mstep: Class 8 contains 179401 members 
Mstep: Class 9 contains 22061 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 2571 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57849 members 
Mstep: Class 16 contains 12173 members 
Mstep: Class 17 contains 15967 members 
Mstep: Class 18 contains 12430 members 
Mstep: Class 19 contains 12105 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 105031 members 
Mstep: Class 23 contains 113642 members 
Mstep: Class 24 contains 9288 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25851 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11542 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 851 members 
Mstep: Class 33 contains 176356 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10091 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026392.000000 Penalty: 80663.984375
Iteration 112Q: 37 clusters Score -1.010264e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 89862 members 
Mstep: Class 8 contains 179403 members 
Mstep: Class 9 contains 22062 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57854 members 
Mstep: Class 16 contains 12171 members 
Mstep: Class 17 contains 15968 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 12119 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2233 members 
Mstep: Class 22 contains 105028 members 
Mstep: Class 23 contains 113614 members 
Mstep: Class 24 contains 9287 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25841 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11534 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176345 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10135 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026488.000000 Penalty: 80663.984375
Iteration 113Q: 37 clusters Score -1.010265e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 10464 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 89862 members 
Mstep: Class 8 contains 179411 members 
Mstep: Class 9 contains 22064 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2569 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57861 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 15965 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 105027 members 
Mstep: Class 23 contains 113585 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25830 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11528 members 
Mstep: Class 30 contains 17965 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176323 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10182 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026368.000000 Penalty: 80663.984375
Iteration 114Q: 37 clusters Score -1.010264e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 7 contains 89863 members 
Mstep: Class 8 contains 179416 members 
Mstep: Class 9 contains 22065 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57864 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12435 members 
Mstep: Class 19 contains 12155 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2235 members 
Mstep: Class 22 contains 105029 members 
Mstep: Class 23 contains 113572 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25823 members 
Mstep: Class 28 contains 7141 members 
Mstep: Class 29 contains 11517 members 
Mstep: Class 30 contains 17966 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176276 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10218 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026344.000000 Penalty: 80663.984375
Iteration 115Q: 37 clusters Score -1.010263e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 10466 members 
Mstep: Class 3 contains 5125 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2965 members 
Mstep: Class 7 contains 89862 members 
Mstep: Class 8 contains 179431 members 
Mstep: Class 9 contains 22063 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57869 members 
Mstep: Class 16 contains 12171 members 
Mstep: Class 17 contains 15952 members 
Mstep: Class 18 contains 12435 members 
Mstep: Class 19 contains 12168 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113554 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25816 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11505 members 
Mstep: Class 30 contains 17966 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176249 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10246 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026368.000000 Penalty: 80663.984375
Iteration 116Q: 37 clusters Score -1.010264e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 89862 members 
Mstep: Class 8 contains 179440 members 
Mstep: Class 9 contains 22059 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57875 members 
Mstep: Class 16 contains 12171 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 12435 members 
Mstep: Class 19 contains 12175 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113540 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25816 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11496 members 
Mstep: Class 30 contains 17965 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176239 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10266 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026320.000000 Penalty: 80663.984375
Iteration 117Q: 37 clusters Score -1.010263e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 89861 members 
Mstep: Class 8 contains 179442 members 
Mstep: Class 9 contains 22053 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57882 members 
Mstep: Class 16 contains 12169 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 12186 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113528 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11488 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176226 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10288 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026392.000000 Penalty: 80663.984375
Iteration 118Q: 37 clusters Score -1.010264e+08 nChanged 173
Entering ConstructFrom: 
Score: -101026392.000000 Penalty: 80663.984375
Entering ConstructFrom: 
Trying to split cluster 1 (26931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Entering Unmasked Estep 
Score: -2798546.750000 Penalty: 1657.667969
	Iteration 0F: 2 clusters Score -2798547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2780496.750000 Penalty: 3315.335938
	Iteration 0F: 3 clusters Score -2780497 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2787271.000000 Penalty: 3315.335938
	Iteration 1F: 3 clusters Score -2787271 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2787850.750000 Penalty: 3315.335938
	Iteration 2Q: 3 clusters Score -2787851 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2788636.500000 Penalty: 3315.335938
	Iteration 3F: 3 clusters Score -2788636 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2789774.250000 Penalty: 3315.335938
	Iteration 4F: 3 clusters Score -2789774 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2791254.000000 Penalty: 3315.335938
	Iteration 5F: 3 clusters Score -2791254 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2792930.250000 Penalty: 3315.335938
	Iteration 6F: 3 clusters Score -2792930 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2794469.500000 Penalty: 3315.335938
	Iteration 7F: 3 clusters Score -2794470 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2795532.750000 Penalty: 3315.335938
	Iteration 8Q: 3 clusters Score -2795533 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2796185.500000 Penalty: 3315.335938
	Iteration 9Q: 3 clusters Score -2796186 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2796526.750000 Penalty: 3315.335938
	Iteration 10Q: 3 clusters Score -2796527 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2796731.000000 Penalty: 3315.335938
	Iteration 11Q: 3 clusters Score -2796731 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2796854.250000 Penalty: 3315.335938
	Iteration 12Q: 3 clusters Score -2796854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2796934.500000 Penalty: 3315.335938
	Iteration 13Q: 3 clusters Score -2796934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2796975.500000 Penalty: 3315.335938
	Iteration 14Q: 3 clusters Score -2796976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2797001.000000 Penalty: 3315.335938
	Iteration 15Q: 3 clusters Score -2797001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2797012.000000 Penalty: 3315.335938
	Iteration 16Q: 3 clusters Score -2797012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2797030.500000 Penalty: 3315.335938
	Iteration 17Q: 3 clusters Score -2797030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2797044.000000 Penalty: 3315.335938
	Iteration 18Q: 3 clusters Score -2797044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2797051.500000 Penalty: 3315.335938
	Iteration 19Q: 3 clusters Score -2797052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2797054.500000 Penalty: 3315.335938
	Iteration 20F: 3 clusters Score -2797054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2797064.500000 Penalty: 3315.335938
	Iteration 21Q: 3 clusters Score -2797064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2797071.250000 Penalty: 3315.335938
	Iteration 22Q: 3 clusters Score -2797071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2797079.500000 Penalty: 3315.335938
	Iteration 23Q: 3 clusters Score -2797080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2797084.500000 Penalty: 3315.335938
	Iteration 24Q: 3 clusters Score -2797084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2797089.250000 Penalty: 3315.335938
	Iteration 25Q: 3 clusters Score -2797089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2797094.250000 Penalty: 3315.335938
	Iteration 26Q: 3 clusters Score -2797094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2797098.000000 Penalty: 3315.335938
	Iteration 27Q: 3 clusters Score -2797098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2797103.500000 Penalty: 3315.335938
	Iteration 28Q: 3 clusters Score -2797104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2797105.500000 Penalty: 3315.335938
	Iteration 29Q: 3 clusters Score -2797106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2797106.250000 Penalty: 3315.335938
	Iteration 30Q: 3 clusters Score -2797106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2797111.500000 Penalty: 3315.335938
	Iteration 31Q: 3 clusters Score -2797112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2797112.750000 Penalty: 3315.335938
	Iteration 32Q: 3 clusters Score -2797113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2797114.000000 Penalty: 3315.335938
	Iteration 33Q: 3 clusters Score -2797114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2797112.250000 Penalty: 3315.335938
	Iteration 34Q: 3 clusters Score -2797112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2797112.250000 Penalty: 3315.335938
	Iteration 35F: 3 clusters Score -2797112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Entering Unmasked Estep 
Score: -1047666.750000 Penalty: 1504.143799
	Iteration 0F: 2 clusters Score -1047667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1040148.187500 Penalty: 3008.287598
	Iteration 0F: 3 clusters Score -1040148 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1042518.750000 Penalty: 3008.287598
	Iteration 1F: 3 clusters Score -1042519 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1042782.812500 Penalty: 3008.287598
	Iteration 2F: 3 clusters Score -1042783 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1043014.437500 Penalty: 3008.287598
	Iteration 3F: 3 clusters Score -1043014 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1043250.625000 Penalty: 3008.287598
	Iteration 4Q: 3 clusters Score -1043251 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1043518.875000 Penalty: 3008.287598
	Iteration 5Q: 3 clusters Score -1043519 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1043778.687500 Penalty: 3008.287598
	Iteration 6Q: 3 clusters Score -1043779 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1044109.812500 Penalty: 3008.287598
	Iteration 7Q: 3 clusters Score -1044110 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1044525.625000 Penalty: 3008.287598
	Iteration 8F: 3 clusters Score -1044526 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1044923.875000 Penalty: 3008.287598
	Iteration 9F: 3 clusters Score -1044924 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1045317.750000 Penalty: 3008.287598
	Iteration 10Q: 3 clusters Score -1045318 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1045647.062500 Penalty: 3008.287598
	Iteration 11Q: 3 clusters Score -1045647 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1045900.812500 Penalty: 3008.287598
	Iteration 12Q: 3 clusters Score -1045901 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1046063.375000 Penalty: 3008.287598
	Iteration 13Q: 3 clusters Score -1046063 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1046192.125000 Penalty: 3008.287598
	Iteration 14Q: 3 clusters Score -1046192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1046285.812500 Penalty: 3008.287598
	Iteration 15Q: 3 clusters Score -1046286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1046350.125000 Penalty: 3008.287598
	Iteration 16Q: 3 clusters Score -1046350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1046387.187500 Penalty: 3008.287598
	Iteration 17Q: 3 clusters Score -1046387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1046425.687500 Penalty: 3008.287598
	Iteration 18Q: 3 clusters Score -1046426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1046443.000000 Penalty: 3008.287598
	Iteration 19Q: 3 clusters Score -1046443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1046454.562500 Penalty: 3008.287598
	Iteration 20F: 3 clusters Score -1046455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1046466.875000 Penalty: 3008.287598
	Iteration 21Q: 3 clusters Score -1046467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1046471.000000 Penalty: 3008.287598
	Iteration 22Q: 3 clusters Score -1046471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1046477.062500 Penalty: 3008.287598
	Iteration 23Q: 3 clusters Score -1046477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1046483.312500 Penalty: 3008.287598
	Iteration 24Q: 3 clusters Score -1046483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1046488.562500 Penalty: 3008.287598
	Iteration 25Q: 3 clusters Score -1046489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1046495.437500 Penalty: 3008.287598
	Iteration 26Q: 3 clusters Score -1046495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1046498.312500 Penalty: 3008.287598
	Iteration 27Q: 3 clusters Score -1046498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1046497.937500 Penalty: 3008.287598
	Iteration 28Q: 3 clusters Score -1046498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1046497.937500 Penalty: 3008.287598
	Iteration 29F: 3 clusters Score -1046498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -562592.812500 Penalty: 1388.626221
	Iteration 0F: 2 clusters Score -562592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -558544.812500 Penalty: 2777.252441
	Iteration 0F: 3 clusters Score -558544.8 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -559683.687500 Penalty: 2777.252441
	Iteration 1F: 3 clusters Score -559683.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -559863.750000 Penalty: 2777.252441
	Iteration 2F: 3 clusters Score -559863.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -559990.250000 Penalty: 2777.252441
	Iteration 3Q: 3 clusters Score -559990.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -560103.812500 Penalty: 2777.252441
	Iteration 4Q: 3 clusters Score -560103.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -560206.375000 Penalty: 2777.252441
	Iteration 5Q: 3 clusters Score -560206.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -560307.500000 Penalty: 2777.252441
	Iteration 6Q: 3 clusters Score -560307.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -560390.437500 Penalty: 2777.252441
	Iteration 7Q: 3 clusters Score -560390.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -560474.062500 Penalty: 2777.252441
	Iteration 8Q: 3 clusters Score -560474.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -560559.000000 Penalty: 2777.252441
	Iteration 9Q: 3 clusters Score -560559 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -560635.500000 Penalty: 2777.252441
	Iteration 10Q: 3 clusters Score -560635.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -560696.812500 Penalty: 2777.252441
	Iteration 11Q: 3 clusters Score -560696.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -560747.937500 Penalty: 2777.252441
	Iteration 12Q: 3 clusters Score -560747.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -560789.437500 Penalty: 2777.252441
	Iteration 13Q: 3 clusters Score -560789.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -560833.125000 Penalty: 2777.252441
	Iteration 14Q: 3 clusters Score -560833.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -560881.812500 Penalty: 2777.252441
	Iteration 15Q: 3 clusters Score -560881.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -560932.500000 Penalty: 2777.252441
	Iteration 16Q: 3 clusters Score -560932.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -560983.812500 Penalty: 2777.252441
	Iteration 17Q: 3 clusters Score -560983.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -561024.000000 Penalty: 2777.252441
	Iteration 18Q: 3 clusters Score -561024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -561059.562500 Penalty: 2777.252441
	Iteration 19Q: 3 clusters Score -561059.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -561089.687500 Penalty: 2777.252441
	Iteration 20F: 3 clusters Score -561089.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -561113.375000 Penalty: 2777.252441
	Iteration 21Q: 3 clusters Score -561113.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -561132.062500 Penalty: 2777.252441
	Iteration 22Q: 3 clusters Score -561132.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -561153.625000 Penalty: 2777.252441
	Iteration 23Q: 3 clusters Score -561153.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -561175.500000 Penalty: 2777.252441
	Iteration 24Q: 3 clusters Score -561175.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -561190.437500 Penalty: 2777.252441
	Iteration 25Q: 3 clusters Score -561190.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -561201.000000 Penalty: 2777.252441
	Iteration 26Q: 3 clusters Score -561201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -561208.250000 Penalty: 2777.252441
	Iteration 27Q: 3 clusters Score -561208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -561212.937500 Penalty: 2777.252441
	Iteration 28Q: 3 clusters Score -561212.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -561217.937500 Penalty: 2777.252441
	Iteration 29Q: 3 clusters Score -561217.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -561227.187500 Penalty: 2777.252441
	Iteration 30Q: 3 clusters Score -561227.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -561233.812500 Penalty: 2777.252441
	Iteration 31Q: 3 clusters Score -561233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -561239.312500 Penalty: 2777.252441
	Iteration 32Q: 3 clusters Score -561239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -561244.500000 Penalty: 2777.252441
	Iteration 33Q: 3 clusters Score -561244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -561247.875000 Penalty: 2777.252441
	Iteration 34Q: 3 clusters Score -561247.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -561254.750000 Penalty: 2777.252441
	Iteration 35Q: 3 clusters Score -561254.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -561258.562500 Penalty: 2777.252441
	Iteration 36Q: 3 clusters Score -561258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -561261.250000 Penalty: 2777.252441
	Iteration 37Q: 3 clusters Score -561261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -561263.875000 Penalty: 2777.252441
	Iteration 38Q: 3 clusters Score -561263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -561265.562500 Penalty: 2777.252441
	Iteration 39Q: 3 clusters Score -561265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -561271.750000 Penalty: 2777.252441
	Iteration 40F: 3 clusters Score -561271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -561275.750000 Penalty: 2777.252441
	Iteration 41Q: 3 clusters Score -561275.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -561280.250000 Penalty: 2777.252441
	Iteration 42Q: 3 clusters Score -561280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -561281.812500 Penalty: 2777.252441
	Iteration 43Q: 3 clusters Score -561281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -561282.000000 Penalty: 2777.252441
	Iteration 44Q: 3 clusters Score -561282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -561282.125000 Penalty: 2777.252441
	Iteration 45Q: 3 clusters Score -561282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -561281.500000 Penalty: 2777.252441
	Iteration 46Q: 3 clusters Score -561281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -561282.875000 Penalty: 2777.252441
	Iteration 47Q: 3 clusters Score -561282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -561282.875000 Penalty: 2777.252441
	Iteration 48F: 3 clusters Score -561282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Entering Unmasked Estep 
Score: -1508406.000000 Penalty: 1549.301270
	Iteration 0F: 2 clusters Score -1508406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1498864.625000 Penalty: 3098.602539
	Iteration 0F: 3 clusters Score -1498865 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1502132.625000 Penalty: 3098.602539
	Iteration 1F: 3 clusters Score -1502133 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1502451.875000 Penalty: 3098.602539
	Iteration 2F: 3 clusters Score -1502452 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1502753.500000 Penalty: 3098.602539
	Iteration 3F: 3 clusters Score -1502754 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1503073.000000 Penalty: 3098.602539
	Iteration 4Q: 3 clusters Score -1503073 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1503370.125000 Penalty: 3098.602539
	Iteration 5Q: 3 clusters Score -1503370 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1503712.250000 Penalty: 3098.602539
	Iteration 6Q: 3 clusters Score -1503712 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1504129.750000 Penalty: 3098.602539
	Iteration 7Q: 3 clusters Score -1504130 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1504610.750000 Penalty: 3098.602539
	Iteration 8Q: 3 clusters Score -1504611 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1505099.125000 Penalty: 3098.602539
	Iteration 9Q: 3 clusters Score -1505099 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1505511.375000 Penalty: 3098.602539
	Iteration 10Q: 3 clusters Score -1505511 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1505825.875000 Penalty: 3098.602539
	Iteration 11Q: 3 clusters Score -1505826 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1506056.375000 Penalty: 3098.602539
	Iteration 12Q: 3 clusters Score -1506056 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1506221.250000 Penalty: 3098.602539
	Iteration 13Q: 3 clusters Score -1506221 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1506360.625000 Penalty: 3098.602539
	Iteration 14Q: 3 clusters Score -1506361 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1506504.250000 Penalty: 3098.602539
	Iteration 15Q: 3 clusters Score -1506504 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1506651.125000 Penalty: 3098.602539
	Iteration 16Q: 3 clusters Score -1506651 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1506776.500000 Penalty: 3098.602539
	Iteration 17Q: 3 clusters Score -1506776 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1506869.625000 Penalty: 3098.602539
	Iteration 18Q: 3 clusters Score -1506870 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1506911.500000 Penalty: 3098.602539
	Iteration 19Q: 3 clusters Score -1506912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1506941.500000 Penalty: 3098.602539
	Iteration 20F: 3 clusters Score -1506942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1506975.375000 Penalty: 3098.602539
	Iteration 21Q: 3 clusters Score -1506975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1507001.125000 Penalty: 3098.602539
	Iteration 22Q: 3 clusters Score -1507001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1507023.625000 Penalty: 3098.602539
	Iteration 23Q: 3 clusters Score -1507024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1507034.375000 Penalty: 3098.602539
	Iteration 24Q: 3 clusters Score -1507034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1507047.125000 Penalty: 3098.602539
	Iteration 25Q: 3 clusters Score -1507047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1507054.500000 Penalty: 3098.602539
	Iteration 26Q: 3 clusters Score -1507054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1507058.375000 Penalty: 3098.602539
	Iteration 27Q: 3 clusters Score -1507058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1507059.125000 Penalty: 3098.602539
	Iteration 28Q: 3 clusters Score -1507059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1507064.375000 Penalty: 3098.602539
	Iteration 29Q: 3 clusters Score -1507064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1507066.250000 Penalty: 3098.602539
	Iteration 30Q: 3 clusters Score -1507066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1507064.250000 Penalty: 3098.602539
	Iteration 31Q: 3 clusters Score -1507064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1507062.875000 Penalty: 3098.602539
	Iteration 32Q: 3 clusters Score -1507063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1507064.125000 Penalty: 3098.602539
	Iteration 33Q: 3 clusters Score -1507064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1507067.500000 Penalty: 3098.602539
	Iteration 34Q: 3 clusters Score -1507068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1507067.875000 Penalty: 3098.602539
	Iteration 35Q: 3 clusters Score -1507068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1507069.875000 Penalty: 3098.602539
	Iteration 36Q: 3 clusters Score -1507070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1507069.750000 Penalty: 3098.602539
	Iteration 37Q: 3 clusters Score -1507070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1507069.500000 Penalty: 3098.602539
	Iteration 38Q: 3 clusters Score -1507070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1507069.500000 Penalty: 3098.602539
	Iteration 39F: 3 clusters Score -1507070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -29650.240234 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -29650.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28915.921875 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -28915.92 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29723.373047 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -29723.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30102.935547 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -30102.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30260.423828 Penalty: 1984.782349
	Iteration 3F: 3 clusters Score -30260.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30408.552734 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -30408.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30471.681641 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -30471.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30497.996094 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -30498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30505.375000 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -30505.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30505.375000 Penalty: 1984.782349
	Iteration 8F: 3 clusters Score -30505.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179447 members 
Mstep: Class 9 contains 22052 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57891 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 12197 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 11475 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176218 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 138 members 
Entering Unmasked Estep 
Score: -101026096.000000 Penalty: 82904.648438
Splitting cluster 5 changes total score from -101026392.000000 to -101026096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -283815.593750 Penalty: 1296.642578
	Iteration 0F: 2 clusters Score -283815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -281204.281250 Penalty: 2593.285156
	Iteration 0F: 3 clusters Score -281204.3 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281818.625000 Penalty: 2593.285156
	Iteration 1F: 3 clusters Score -281818.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -282031.812500 Penalty: 2593.285156
	Iteration 2F: 3 clusters Score -282031.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -282212.875000 Penalty: 2593.285156
	Iteration 3F: 3 clusters Score -282212.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -282376.468750 Penalty: 2593.285156
	Iteration 4F: 3 clusters Score -282376.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -282525.031250 Penalty: 2593.285156
	Iteration 5Q: 3 clusters Score -282525 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -282660.031250 Penalty: 2593.285156
	Iteration 6Q: 3 clusters Score -282660 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -282773.750000 Penalty: 2593.285156
	Iteration 7Q: 3 clusters Score -282773.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -282869.468750 Penalty: 2593.285156
	Iteration 8Q: 3 clusters Score -282869.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -282962.500000 Penalty: 2593.285156
	Iteration 9Q: 3 clusters Score -282962.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -283030.531250 Penalty: 2593.285156
	Iteration 10Q: 3 clusters Score -283030.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -283079.625000 Penalty: 2593.285156
	Iteration 11Q: 3 clusters Score -283079.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -283115.500000 Penalty: 2593.285156
	Iteration 12Q: 3 clusters Score -283115.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -283149.312500 Penalty: 2593.285156
	Iteration 13Q: 3 clusters Score -283149.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -283182.531250 Penalty: 2593.285156
	Iteration 14Q: 3 clusters Score -283182.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -283215.000000 Penalty: 2593.285156
	Iteration 15Q: 3 clusters Score -283215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283258.812500 Penalty: 2593.285156
	Iteration 16Q: 3 clusters Score -283258.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283287.093750 Penalty: 2593.285156
	Iteration 17Q: 3 clusters Score -283287.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -283305.031250 Penalty: 2593.285156
	Iteration 18Q: 3 clusters Score -283305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -283312.781250 Penalty: 2593.285156
	Iteration 19Q: 3 clusters Score -283312.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283321.062500 Penalty: 2593.285156
	Iteration 20F: 3 clusters Score -283321.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283329.843750 Penalty: 2593.285156
	Iteration 21Q: 3 clusters Score -283329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283336.250000 Penalty: 2593.285156
	Iteration 22Q: 3 clusters Score -283336.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283339.781250 Penalty: 2593.285156
	Iteration 23Q: 3 clusters Score -283339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283342.656250 Penalty: 2593.285156
	Iteration 24Q: 3 clusters Score -283342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -283344.062500 Penalty: 2593.285156
	Iteration 25Q: 3 clusters Score -283344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283345.187500 Penalty: 2593.285156
	Iteration 26Q: 3 clusters Score -283345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283346.281250 Penalty: 2593.285156
	Iteration 27Q: 3 clusters Score -283346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283346.718750 Penalty: 2593.285156
	Iteration 28Q: 3 clusters Score -283346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283346.968750 Penalty: 2593.285156
	Iteration 29Q: 3 clusters Score -283347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283346.906250 Penalty: 2593.285156
	Iteration 30Q: 3 clusters Score -283346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283347.062500 Penalty: 2593.285156
	Iteration 31Q: 3 clusters Score -283347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -283348.812500 Penalty: 2593.285156
	Iteration 32Q: 3 clusters Score -283348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283350.843750 Penalty: 2593.285156
	Iteration 33Q: 3 clusters Score -283350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -283354.562500 Penalty: 2593.285156
	Iteration 34Q: 3 clusters Score -283354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -283356.250000 Penalty: 2593.285156
	Iteration 35Q: 3 clusters Score -283356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283357.593750 Penalty: 2593.285156
	Iteration 36Q: 3 clusters Score -283357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283357.875000 Penalty: 2593.285156
	Iteration 37Q: 3 clusters Score -283357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283358.593750 Penalty: 2593.285156
	Iteration 38Q: 3 clusters Score -283358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283358.937500 Penalty: 2593.285156
	Iteration 39Q: 3 clusters Score -283358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283359.468750 Penalty: 2593.285156
	Iteration 40F: 3 clusters Score -283359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283359.531250 Penalty: 2593.285156
	Iteration 41Q: 3 clusters Score -283359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283360.093750 Penalty: 2593.285156
	Iteration 42Q: 3 clusters Score -283360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283360.093750 Penalty: 2593.285156
	Iteration 43F: 3 clusters Score -283360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Entering Unmasked Estep 
Score: -9772842.000000 Penalty: 1853.476318
	Iteration 0F: 2 clusters Score -9772842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -9712648.000000 Penalty: 3706.952637
	Iteration 0F: 3 clusters Score -9712648 nChanged 42903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -9737263.000000 Penalty: 3706.952637
	Iteration 1F: 3 clusters Score -9737263 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -9737759.000000 Penalty: 3706.952637
	Iteration 2Q: 3 clusters Score -9737759 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -9738623.000000 Penalty: 3706.952637
	Iteration 3Q: 3 clusters Score -9738623 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -9740113.000000 Penalty: 3706.952637
	Iteration 4Q: 3 clusters Score -9740113 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -9742834.000000 Penalty: 3706.952637
	Iteration 5F: 3 clusters Score -9742834 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9747579.000000 Penalty: 3706.952637
	Iteration 6F: 3 clusters Score -9747579 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -9754687.000000 Penalty: 3706.952637
	Iteration 7F: 3 clusters Score -9754687 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -9762235.000000 Penalty: 3706.952637
	Iteration 8F: 3 clusters Score -9762235 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -9767586.000000 Penalty: 3706.952637
	Iteration 9F: 3 clusters Score -9767586 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -9769994.000000 Penalty: 3706.952637
	Iteration 10Q: 3 clusters Score -9769994 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -9770789.000000 Penalty: 3706.952637
	Iteration 11Q: 3 clusters Score -9770789 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -9771012.000000 Penalty: 3706.952637
	Iteration 12Q: 3 clusters Score -9771012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -9771088.000000 Penalty: 3706.952637
	Iteration 13Q: 3 clusters Score -9771088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -9771124.000000 Penalty: 3706.952637
	Iteration 14Q: 3 clusters Score -9771124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -9771148.000000 Penalty: 3706.952637
	Iteration 15Q: 3 clusters Score -9771148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -9771153.000000 Penalty: 3706.952637
	Iteration 16Q: 3 clusters Score -9771153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -9771157.000000 Penalty: 3706.952637
	Iteration 17Q: 3 clusters Score -9771157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -9771166.000000 Penalty: 3706.952637
	Iteration 18Q: 3 clusters Score -9771166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -9771172.000000 Penalty: 3706.952637
	Iteration 19Q: 3 clusters Score -9771172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -9771172.000000 Penalty: 3706.952637
	Iteration 20F: 3 clusters Score -9771172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179447 members 
Entering Unmasked Estep 
Score: -19426660.000000 Penalty: 1965.865723
	Iteration 0F: 2 clusters Score -1.942666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -19327642.000000 Penalty: 3931.731445
	Iteration 0F: 3 clusters Score -1.932764e+07 nChanged 87016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -19378924.000000 Penalty: 3931.731445
	Iteration 1F: 3 clusters Score -1.937892e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -19380582.000000 Penalty: 3931.731445
	Iteration 2Q: 3 clusters Score -1.938058e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -19383364.000000 Penalty: 3931.731445
	Iteration 3Q: 3 clusters Score -1.938336e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -19388474.000000 Penalty: 3931.731445
	Iteration 4F: 3 clusters Score -1.938847e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130789 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -19396214.000000 Penalty: 3931.731445
	Iteration 5F: 3 clusters Score -1.939621e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139550 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -19404876.000000 Penalty: 3931.731445
	Iteration 6F: 3 clusters Score -1.940488e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -19411170.000000 Penalty: 3931.731445
	Iteration 7F: 3 clusters Score -1.941117e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -19415352.000000 Penalty: 3931.731445
	Iteration 8Q: 3 clusters Score -1.941535e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146878 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -19417256.000000 Penalty: 3931.731445
	Iteration 9Q: 3 clusters Score -1.941726e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146123 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -19418100.000000 Penalty: 3931.731445
	Iteration 10Q: 3 clusters Score -1.94181e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -19418374.000000 Penalty: 3931.731445
	Iteration 11Q: 3 clusters Score -1.941837e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143651 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -19418570.000000 Penalty: 3931.731445
	Iteration 12Q: 3 clusters Score -1.941857e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142287 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -19418402.000000 Penalty: 3931.731445
	Iteration 13Q: 3 clusters Score -1.94184e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -19418536.000000 Penalty: 3931.731445
	Iteration 14Q: 3 clusters Score -1.941854e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139284 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -19418396.000000 Penalty: 3931.731445
	Iteration 15Q: 3 clusters Score -1.94184e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137557 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -19418422.000000 Penalty: 3931.731445
	Iteration 16Q: 3 clusters Score -1.941842e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135669 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -19418564.000000 Penalty: 3931.731445
	Iteration 17Q: 3 clusters Score -1.941856e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133689 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -19418640.000000 Penalty: 3931.731445
	Iteration 18Q: 3 clusters Score -1.941864e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -19418766.000000 Penalty: 3931.731445
	Iteration 19Q: 3 clusters Score -1.941877e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129409 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -19418776.000000 Penalty: 3931.731445
	Iteration 20F: 3 clusters Score -1.941878e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -19419052.000000 Penalty: 3931.731445
	Iteration 21Q: 3 clusters Score -1.941905e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124687 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -19419188.000000 Penalty: 3931.731445
	Iteration 22Q: 3 clusters Score -1.941919e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122151 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -19419504.000000 Penalty: 3931.731445
	Iteration 23Q: 3 clusters Score -1.94195e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -19419972.000000 Penalty: 3931.731445
	Iteration 24Q: 3 clusters Score -1.941997e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116849 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -19420622.000000 Penalty: 3931.731445
	Iteration 25Q: 3 clusters Score -1.942062e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -19421342.000000 Penalty: 3931.731445
	Iteration 26Q: 3 clusters Score -1.942134e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -19422084.000000 Penalty: 3931.731445
	Iteration 27Q: 3 clusters Score -1.942208e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -19423064.000000 Penalty: 3931.731445
	Iteration 28Q: 3 clusters Score -1.942306e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -19423940.000000 Penalty: 3931.731445
	Iteration 29Q: 3 clusters Score -1.942394e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -19425110.000000 Penalty: 3931.731445
	Iteration 30Q: 3 clusters Score -1.942511e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -19426258.000000 Penalty: 3931.731445
	Iteration 31Q: 3 clusters Score -1.942626e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -19427340.000000 Penalty: 3931.731445
	Iteration 32Q: 3 clusters Score -1.942734e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -19428450.000000 Penalty: 3931.731445
	Iteration 33Q: 3 clusters Score -1.942845e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -19429168.000000 Penalty: 3931.731445
	Iteration 34Q: 3 clusters Score -1.942917e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95048 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -19429686.000000 Penalty: 3931.731445
	Iteration 35Q: 3 clusters Score -1.942969e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -19430058.000000 Penalty: 3931.731445
	Iteration 36Q: 3 clusters Score -1.943006e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -19430376.000000 Penalty: 3931.731445
	Iteration 37Q: 3 clusters Score -1.943038e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -19430552.000000 Penalty: 3931.731445
	Iteration 38Q: 3 clusters Score -1.943055e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -19430594.000000 Penalty: 3931.731445
	Iteration 39Q: 3 clusters Score -1.943059e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -19431102.000000 Penalty: 3931.731445
	Iteration 40F: 3 clusters Score -1.94311e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -19431358.000000 Penalty: 3931.731445
	Iteration 41Q: 3 clusters Score -1.943136e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -19431560.000000 Penalty: 3931.731445
	Iteration 42Q: 3 clusters Score -1.943156e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -19431662.000000 Penalty: 3931.731445
	Iteration 43Q: 3 clusters Score -1.943166e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -19431756.000000 Penalty: 3931.731445
	Iteration 44Q: 3 clusters Score -1.943176e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -19431858.000000 Penalty: 3931.731445
	Iteration 45Q: 3 clusters Score -1.943186e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -19431944.000000 Penalty: 3931.731445
	Iteration 46Q: 3 clusters Score -1.943194e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -19432016.000000 Penalty: 3931.731445
	Iteration 47Q: 3 clusters Score -1.943202e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -19431942.000000 Penalty: 3931.731445
	Iteration 48Q: 3 clusters Score -1.943194e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -19432010.000000 Penalty: 3931.731445
	Iteration 49Q: 3 clusters Score -1.943201e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -19432006.000000 Penalty: 3931.731445
	Iteration 50Q: 3 clusters Score -1.943201e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -19432004.000000 Penalty: 3931.731445
	Iteration 51Q: 3 clusters Score -1.9432e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -19432002.000000 Penalty: 3931.731445
	Iteration 52Q: 3 clusters Score -1.9432e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -19431948.000000 Penalty: 3931.731445
	Iteration 53Q: 3 clusters Score -1.943195e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -19431960.000000 Penalty: 3931.731445
	Iteration 54Q: 3 clusters Score -1.943196e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -19431958.000000 Penalty: 3931.731445
	Iteration 55Q: 3 clusters Score -1.943196e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -19431936.000000 Penalty: 3931.731445
	Iteration 56Q: 3 clusters Score -1.943194e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -19431926.000000 Penalty: 3931.731445
	Iteration 57Q: 3 clusters Score -1.943193e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -19431884.000000 Penalty: 3931.731445
	Iteration 58Q: 3 clusters Score -1.943188e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -19431860.000000 Penalty: 3931.731445
	Iteration 59Q: 3 clusters Score -1.943186e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -19431846.000000 Penalty: 3931.731445
	Iteration 60F: 3 clusters Score -1.943185e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 98902 members 
Entering Unmasked Estep 
Score: -19431848.000000 Penalty: 3931.731445
	Iteration 61Q: 3 clusters Score -1.943185e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -19431868.000000 Penalty: 3931.731445
	Iteration 62Q: 3 clusters Score -1.943187e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -19431760.000000 Penalty: 3931.731445
	Iteration 63Q: 3 clusters Score -1.943176e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -19431710.000000 Penalty: 3931.731445
	Iteration 64Q: 3 clusters Score -1.943171e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -19431650.000000 Penalty: 3931.731445
	Iteration 65Q: 3 clusters Score -1.943165e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -19431708.000000 Penalty: 3931.731445
	Iteration 66Q: 3 clusters Score -1.943171e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -19431578.000000 Penalty: 3931.731445
	Iteration 67Q: 3 clusters Score -1.943158e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
Score: -19431536.000000 Penalty: 3931.731445
	Iteration 68Q: 3 clusters Score -1.943154e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -19431524.000000 Penalty: 3931.731445
	Iteration 69Q: 3 clusters Score -1.943152e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -19431560.000000 Penalty: 3931.731445
	Iteration 70Q: 3 clusters Score -1.943156e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 112085 members 
Entering Unmasked Estep 
Score: -19431454.000000 Penalty: 3931.731445
	Iteration 71Q: 3 clusters Score -1.943145e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -19431446.000000 Penalty: 3931.731445
	Iteration 72Q: 3 clusters Score -1.943145e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 115563 members 
Entering Unmasked Estep 
Score: -19431418.000000 Penalty: 3931.731445
	Iteration 73Q: 3 clusters Score -1.943142e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -19431442.000000 Penalty: 3931.731445
	Iteration 74Q: 3 clusters Score -1.943144e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 119360 members 
Entering Unmasked Estep 
Score: -19431364.000000 Penalty: 3931.731445
	Iteration 75Q: 3 clusters Score -1.943136e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 121346 members 
Entering Unmasked Estep 
Score: -19431398.000000 Penalty: 3931.731445
	Iteration 76Q: 3 clusters Score -1.94314e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -19431386.000000 Penalty: 3931.731445
	Iteration 77Q: 3 clusters Score -1.943139e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -19431324.000000 Penalty: 3931.731445
	Iteration 78Q: 3 clusters Score -1.943132e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 127435 members 
Entering Unmasked Estep 
Score: -19431242.000000 Penalty: 3931.731445
	Iteration 79Q: 3 clusters Score -1.943124e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -19431226.000000 Penalty: 3931.731445
	Iteration 80F: 3 clusters Score -1.943123e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 131652 members 
Entering Unmasked Estep 
Score: -19431252.000000 Penalty: 3931.731445
	Iteration 81Q: 3 clusters Score -1.943125e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -19431362.000000 Penalty: 3931.731445
	Iteration 82Q: 3 clusters Score -1.943136e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -19431378.000000 Penalty: 3931.731445
	Iteration 83Q: 3 clusters Score -1.943138e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -19431584.000000 Penalty: 3931.731445
	Iteration 84Q: 3 clusters Score -1.943158e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 141307 members 
Entering Unmasked Estep 
Score: -19431562.000000 Penalty: 3931.731445
	Iteration 85Q: 3 clusters Score -1.943156e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 143865 members 
Entering Unmasked Estep 
Score: -19431726.000000 Penalty: 3931.731445
	Iteration 86Q: 3 clusters Score -1.943173e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 146399 members 
Entering Unmasked Estep 
Score: -19431720.000000 Penalty: 3931.731445
	Iteration 87Q: 3 clusters Score -1.943172e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -19431836.000000 Penalty: 3931.731445
	Iteration 88Q: 3 clusters Score -1.943184e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -19431770.000000 Penalty: 3931.731445
	Iteration 89Q: 3 clusters Score -1.943177e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -19431602.000000 Penalty: 3931.731445
	Iteration 90Q: 3 clusters Score -1.94316e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 155213 members 
Entering Unmasked Estep 
Score: -19431642.000000 Penalty: 3931.731445
	Iteration 91Q: 3 clusters Score -1.943164e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 157137 members 
Entering Unmasked Estep 
Score: -19431536.000000 Penalty: 3931.731445
	Iteration 92Q: 3 clusters Score -1.943154e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -19431576.000000 Penalty: 3931.731445
	Iteration 93Q: 3 clusters Score -1.943158e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -19431740.000000 Penalty: 3931.731445
	Iteration 94Q: 3 clusters Score -1.943174e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 162250 members 
Entering Unmasked Estep 
Score: -19431738.000000 Penalty: 3931.731445
	Iteration 95Q: 3 clusters Score -1.943174e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 163657 members 
Entering Unmasked Estep 
Score: -19431864.000000 Penalty: 3931.731445
	Iteration 96Q: 3 clusters Score -1.943186e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -19431946.000000 Penalty: 3931.731445
	Iteration 97Q: 3 clusters Score -1.943195e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -19431956.000000 Penalty: 3931.731445
	Iteration 98Q: 3 clusters Score -1.943196e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -19431932.000000 Penalty: 3931.731445
	Iteration 99Q: 3 clusters Score -1.943193e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -19432060.000000 Penalty: 3931.731445
	Iteration 100F: 3 clusters Score -1.943206e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 169111 members 
Entering Unmasked Estep 
Score: -19431744.000000 Penalty: 3931.731445
	Iteration 101Q: 3 clusters Score -1.943174e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -19431368.000000 Penalty: 3931.731445
	Iteration 102Q: 3 clusters Score -1.943137e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 170813 members 
Entering Unmasked Estep 
Score: -19431050.000000 Penalty: 3931.731445
	Iteration 103Q: 3 clusters Score -1.943105e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 171488 members 
Entering Unmasked Estep 
Score: -19430786.000000 Penalty: 3931.731445
	Iteration 104Q: 3 clusters Score -1.943079e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 172069 members 
Entering Unmasked Estep 
Score: -19430526.000000 Penalty: 3931.731445
	Iteration 105Q: 3 clusters Score -1.943053e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -19430374.000000 Penalty: 3931.731445
	Iteration 106Q: 3 clusters Score -1.943037e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 173050 members 
Entering Unmasked Estep 
Score: -19430116.000000 Penalty: 3931.731445
	Iteration 107Q: 3 clusters Score -1.943012e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -19429906.000000 Penalty: 3931.731445
	Iteration 108Q: 3 clusters Score -1.942991e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -19429806.000000 Penalty: 3931.731445
	Iteration 109Q: 3 clusters Score -1.942981e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 174210 members 
Entering Unmasked Estep 
Score: -19429608.000000 Penalty: 3931.731445
	Iteration 110Q: 3 clusters Score -1.942961e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 174508 members 
Entering Unmasked Estep 
Score: -19429312.000000 Penalty: 3931.731445
	Iteration 111Q: 3 clusters Score -1.942931e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -19429012.000000 Penalty: 3931.731445
	Iteration 112Q: 3 clusters Score -1.942901e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 175001 members 
Entering Unmasked Estep 
Score: -19428862.000000 Penalty: 3931.731445
	Iteration 113Q: 3 clusters Score -1.942886e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -19428710.000000 Penalty: 3931.731445
	Iteration 114Q: 3 clusters Score -1.942871e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 175396 members 
Entering Unmasked Estep 
Score: -19428566.000000 Penalty: 3931.731445
	Iteration 115Q: 3 clusters Score -1.942857e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -19428438.000000 Penalty: 3931.731445
	Iteration 116Q: 3 clusters Score -1.942844e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -19428324.000000 Penalty: 3931.731445
	Iteration 117Q: 3 clusters Score -1.942832e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 175878 members 
Entering Unmasked Estep 
Score: -19428192.000000 Penalty: 3931.731445
	Iteration 118Q: 3 clusters Score -1.942819e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 176022 members 
Entering Unmasked Estep 
Score: -19428064.000000 Penalty: 3931.731445
	Iteration 119Q: 3 clusters Score -1.942806e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -19427980.000000 Penalty: 3931.731445
	Iteration 120F: 3 clusters Score -1.942798e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 176283 members 
Entering Unmasked Estep 
Score: -19427870.000000 Penalty: 3931.731445
	Iteration 121Q: 3 clusters Score -1.942787e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 176405 members 
Entering Unmasked Estep 
Score: -19427754.000000 Penalty: 3931.731445
	Iteration 122Q: 3 clusters Score -1.942775e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -19427566.000000 Penalty: 3931.731445
	Iteration 123Q: 3 clusters Score -1.942757e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 176653 members 
Entering Unmasked Estep 
Score: -19427506.000000 Penalty: 3931.731445
	Iteration 124Q: 3 clusters Score -1.942751e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 176746 members 
Entering Unmasked Estep 
Score: -19427456.000000 Penalty: 3931.731445
	Iteration 125Q: 3 clusters Score -1.942746e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -19427312.000000 Penalty: 3931.731445
	Iteration 126Q: 3 clusters Score -1.942731e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 176906 members 
Entering Unmasked Estep 
Score: -19427270.000000 Penalty: 3931.731445
	Iteration 127Q: 3 clusters Score -1.942727e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 176977 members 
Entering Unmasked Estep 
Score: -19427206.000000 Penalty: 3931.731445
	Iteration 128Q: 3 clusters Score -1.942721e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 177030 members 
Entering Unmasked Estep 
Score: -19427200.000000 Penalty: 3931.731445
	Iteration 129Q: 3 clusters Score -1.94272e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 177084 members 
Entering Unmasked Estep 
Score: -19427146.000000 Penalty: 3931.731445
	Iteration 130Q: 3 clusters Score -1.942715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 177145 members 
Entering Unmasked Estep 
Score: -19427052.000000 Penalty: 3931.731445
	Iteration 131Q: 3 clusters Score -1.942705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 177194 members 
Entering Unmasked Estep 
Score: -19427002.000000 Penalty: 3931.731445
	Iteration 132Q: 3 clusters Score -1.9427e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 177254 members 
Entering Unmasked Estep 
Score: -19426906.000000 Penalty: 3931.731445
	Iteration 133Q: 3 clusters Score -1.942691e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -19426862.000000 Penalty: 3931.731445
	Iteration 134Q: 3 clusters Score -1.942686e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 177377 members 
Entering Unmasked Estep 
Score: -19426808.000000 Penalty: 3931.731445
	Iteration 135Q: 3 clusters Score -1.942681e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -19426778.000000 Penalty: 3931.731445
	Iteration 136Q: 3 clusters Score -1.942678e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 177506 members 
Entering Unmasked Estep 
Score: -19426732.000000 Penalty: 3931.731445
	Iteration 137Q: 3 clusters Score -1.942673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 177566 members 
Entering Unmasked Estep 
Score: -19426668.000000 Penalty: 3931.731445
	Iteration 138Q: 3 clusters Score -1.942667e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -19426656.000000 Penalty: 3931.731445
	Iteration 139Q: 3 clusters Score -1.942666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 177656 members 
Entering Unmasked Estep 
Score: -19426614.000000 Penalty: 3931.731445
	Iteration 140F: 3 clusters Score -1.942661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -19426590.000000 Penalty: 3931.731445
	Iteration 141Q: 3 clusters Score -1.942659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 177744 members 
Entering Unmasked Estep 
Score: -19426536.000000 Penalty: 3931.731445
	Iteration 142Q: 3 clusters Score -1.942654e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -19426524.000000 Penalty: 3931.731445
	Iteration 143Q: 3 clusters Score -1.942652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 177841 members 
Entering Unmasked Estep 
Score: -19426490.000000 Penalty: 3931.731445
	Iteration 144Q: 3 clusters Score -1.942649e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 177886 members 
Entering Unmasked Estep 
Score: -19426436.000000 Penalty: 3931.731445
	Iteration 145Q: 3 clusters Score -1.942644e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 177934 members 
Entering Unmasked Estep 
Score: -19426440.000000 Penalty: 3931.731445
	Iteration 146Q: 3 clusters Score -1.942644e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 177987 members 
Entering Unmasked Estep 
Score: -19426394.000000 Penalty: 3931.731445
	Iteration 147Q: 3 clusters Score -1.942639e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 178037 members 
Entering Unmasked Estep 
Score: -19426348.000000 Penalty: 3931.731445
	Iteration 148Q: 3 clusters Score -1.942635e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 178080 members 
Entering Unmasked Estep 
Score: -19426286.000000 Penalty: 3931.731445
	Iteration 149Q: 3 clusters Score -1.942629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 178123 members 
Entering Unmasked Estep 
Score: -19426278.000000 Penalty: 3931.731445
	Iteration 150Q: 3 clusters Score -1.942628e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 178168 members 
Entering Unmasked Estep 
Score: -19426278.000000 Penalty: 3931.731445
	Iteration 151Q: 3 clusters Score -1.942628e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 178218 members 
Entering Unmasked Estep 
Score: -19426230.000000 Penalty: 3931.731445
	Iteration 152Q: 3 clusters Score -1.942623e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -19426194.000000 Penalty: 3931.731445
	Iteration 153Q: 3 clusters Score -1.942619e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 178308 members 
Entering Unmasked Estep 
Score: -19426144.000000 Penalty: 3931.731445
	Iteration 154Q: 3 clusters Score -1.942614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 178331 members 
Entering Unmasked Estep 
Score: -19426090.000000 Penalty: 3931.731445
	Iteration 155Q: 3 clusters Score -1.942609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 178356 members 
Entering Unmasked Estep 
Score: -19426084.000000 Penalty: 3931.731445
	Iteration 156Q: 3 clusters Score -1.942608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -19426066.000000 Penalty: 3931.731445
	Iteration 157Q: 3 clusters Score -1.942607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 178386 members 
Entering Unmasked Estep 
Score: -19426044.000000 Penalty: 3931.731445
	Iteration 158Q: 3 clusters Score -1.942604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 178405 members 
Entering Unmasked Estep 
Score: -19426016.000000 Penalty: 3931.731445
	Iteration 159Q: 3 clusters Score -1.942602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -19426006.000000 Penalty: 3931.731445
	Iteration 160F: 3 clusters Score -1.942601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19425996.000000 Penalty: 3931.731445
	Iteration 161Q: 3 clusters Score -1.9426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 178465 members 
Entering Unmasked Estep 
Score: -19425968.000000 Penalty: 3931.731445
	Iteration 162Q: 3 clusters Score -1.942597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 178478 members 
Entering Unmasked Estep 
Score: -19425962.000000 Penalty: 3931.731445
	Iteration 163Q: 3 clusters Score -1.942596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 178495 members 
Entering Unmasked Estep 
Score: -19425938.000000 Penalty: 3931.731445
	Iteration 164Q: 3 clusters Score -1.942594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 178510 members 
Entering Unmasked Estep 
Score: -19425944.000000 Penalty: 3931.731445
	Iteration 165Q: 3 clusters Score -1.942594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -19425932.000000 Penalty: 3931.731445
	Iteration 166Q: 3 clusters Score -1.942593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 178544 members 
Entering Unmasked Estep 
Score: -19425932.000000 Penalty: 3931.731445
	Iteration 167Q: 3 clusters Score -1.942593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 178558 members 
Entering Unmasked Estep 
Score: -19425902.000000 Penalty: 3931.731445
	Iteration 168Q: 3 clusters Score -1.94259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 178574 members 
Entering Unmasked Estep 
Score: -19425876.000000 Penalty: 3931.731445
	Iteration 169Q: 3 clusters Score -1.942588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 178595 members 
Entering Unmasked Estep 
Score: -19425846.000000 Penalty: 3931.731445
	Iteration 170Q: 3 clusters Score -1.942585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 178621 members 
Entering Unmasked Estep 
Score: -19425842.000000 Penalty: 3931.731445
	Iteration 171Q: 3 clusters Score -1.942584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 178643 members 
Entering Unmasked Estep 
Score: -19425816.000000 Penalty: 3931.731445
	Iteration 172Q: 3 clusters Score -1.942582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 178659 members 
Entering Unmasked Estep 
Score: -19425802.000000 Penalty: 3931.731445
	Iteration 173Q: 3 clusters Score -1.94258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 178672 members 
Entering Unmasked Estep 
Score: -19425808.000000 Penalty: 3931.731445
	Iteration 174Q: 3 clusters Score -1.942581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 178684 members 
Entering Unmasked Estep 
Score: -19425788.000000 Penalty: 3931.731445
	Iteration 175Q: 3 clusters Score -1.942579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178695 members 
Entering Unmasked Estep 
Score: -19425780.000000 Penalty: 3931.731445
	Iteration 176Q: 3 clusters Score -1.942578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 178702 members 
Entering Unmasked Estep 
Score: -19425810.000000 Penalty: 3931.731445
	Iteration 177Q: 3 clusters Score -1.942581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -19425816.000000 Penalty: 3931.731445
	Iteration 178Q: 3 clusters Score -1.942582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 178719 members 
Entering Unmasked Estep 
Score: -19425812.000000 Penalty: 3931.731445
	Iteration 179Q: 3 clusters Score -1.942581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -19425792.000000 Penalty: 3931.731445
	Iteration 180F: 3 clusters Score -1.942579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -19425806.000000 Penalty: 3931.731445
	Iteration 181Q: 3 clusters Score -1.942581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 178742 members 
Entering Unmasked Estep 
Score: -19425800.000000 Penalty: 3931.731445
	Iteration 182Q: 3 clusters Score -1.94258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 178751 members 
Entering Unmasked Estep 
Score: -19425792.000000 Penalty: 3931.731445
	Iteration 183Q: 3 clusters Score -1.942579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 178765 members 
Entering Unmasked Estep 
Score: -19425772.000000 Penalty: 3931.731445
	Iteration 184Q: 3 clusters Score -1.942577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -19425764.000000 Penalty: 3931.731445
	Iteration 185Q: 3 clusters Score -1.942576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 178784 members 
Entering Unmasked Estep 
Score: -19425748.000000 Penalty: 3931.731445
	Iteration 186Q: 3 clusters Score -1.942575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -19425758.000000 Penalty: 3931.731445
	Iteration 187Q: 3 clusters Score -1.942576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -19425762.000000 Penalty: 3931.731445
	Iteration 188Q: 3 clusters Score -1.942576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -19425762.000000 Penalty: 3931.731445
	Iteration 189F: 3 clusters Score -1.942576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Entering Unmasked Estep 
Score: -2360444.500000 Penalty: 1625.188232
	Iteration 0F: 2 clusters Score -2360444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2345440.000000 Penalty: 3250.376465
	Iteration 0F: 3 clusters Score -2345440 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2351313.250000 Penalty: 3250.376465
	Iteration 1F: 3 clusters Score -2351313 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2352265.500000 Penalty: 3250.376465
	Iteration 2F: 3 clusters Score -2352266 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2353543.500000 Penalty: 3250.376465
	Iteration 3F: 3 clusters Score -2353544 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2354901.250000 Penalty: 3250.376465
	Iteration 4F: 3 clusters Score -2354901 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2356041.250000 Penalty: 3250.376465
	Iteration 5F: 3 clusters Score -2356041 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2356812.750000 Penalty: 3250.376465
	Iteration 6F: 3 clusters Score -2356813 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2357291.250000 Penalty: 3250.376465
	Iteration 7Q: 3 clusters Score -2357291 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2357551.250000 Penalty: 3250.376465
	Iteration 8Q: 3 clusters Score -2357551 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2357716.500000 Penalty: 3250.376465
	Iteration 9Q: 3 clusters Score -2357716 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2357839.000000 Penalty: 3250.376465
	Iteration 10Q: 3 clusters Score -2357839 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2357896.000000 Penalty: 3250.376465
	Iteration 11Q: 3 clusters Score -2357896 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2357974.750000 Penalty: 3250.376465
	Iteration 12Q: 3 clusters Score -2357975 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2358050.750000 Penalty: 3250.376465
	Iteration 13Q: 3 clusters Score -2358051 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2358123.250000 Penalty: 3250.376465
	Iteration 14Q: 3 clusters Score -2358123 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2358212.000000 Penalty: 3250.376465
	Iteration 15Q: 3 clusters Score -2358212 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2358320.000000 Penalty: 3250.376465
	Iteration 16Q: 3 clusters Score -2358320 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2358441.750000 Penalty: 3250.376465
	Iteration 17Q: 3 clusters Score -2358442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2358574.750000 Penalty: 3250.376465
	Iteration 18Q: 3 clusters Score -2358575 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2358723.750000 Penalty: 3250.376465
	Iteration 19Q: 3 clusters Score -2358724 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2358873.750000 Penalty: 3250.376465
	Iteration 20F: 3 clusters Score -2358874 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2358998.250000 Penalty: 3250.376465
	Iteration 21Q: 3 clusters Score -2358998 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2359079.500000 Penalty: 3250.376465
	Iteration 22Q: 3 clusters Score -2359080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2359125.000000 Penalty: 3250.376465
	Iteration 23Q: 3 clusters Score -2359125 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2359156.750000 Penalty: 3250.376465
	Iteration 24Q: 3 clusters Score -2359157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2359174.250000 Penalty: 3250.376465
	Iteration 25Q: 3 clusters Score -2359174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2359189.000000 Penalty: 3250.376465
	Iteration 26Q: 3 clusters Score -2359189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2359200.250000 Penalty: 3250.376465
	Iteration 27Q: 3 clusters Score -2359200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2359208.250000 Penalty: 3250.376465
	Iteration 28Q: 3 clusters Score -2359208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2359213.500000 Penalty: 3250.376465
	Iteration 29Q: 3 clusters Score -2359214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2359212.000000 Penalty: 3250.376465
	Iteration 30Q: 3 clusters Score -2359212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2359227.000000 Penalty: 3250.376465
	Iteration 31Q: 3 clusters Score -2359227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2359235.500000 Penalty: 3250.376465
	Iteration 32Q: 3 clusters Score -2359236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2359236.000000 Penalty: 3250.376465
	Iteration 33Q: 3 clusters Score -2359236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2359244.250000 Penalty: 3250.376465
	Iteration 34Q: 3 clusters Score -2359244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2359251.500000 Penalty: 3250.376465
	Iteration 35Q: 3 clusters Score -2359252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2359245.500000 Penalty: 3250.376465
	Iteration 36Q: 3 clusters Score -2359246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2359243.750000 Penalty: 3250.376465
	Iteration 37Q: 3 clusters Score -2359244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2359247.000000 Penalty: 3250.376465
	Iteration 38Q: 3 clusters Score -2359247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2359255.000000 Penalty: 3250.376465
	Iteration 39Q: 3 clusters Score -2359255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2359260.750000 Penalty: 3250.376465
	Iteration 40F: 3 clusters Score -2359261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2359262.500000 Penalty: 3250.376465
	Iteration 41Q: 3 clusters Score -2359262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2359255.750000 Penalty: 3250.376465
	Iteration 42Q: 3 clusters Score -2359256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2359260.500000 Penalty: 3250.376465
	Iteration 43Q: 3 clusters Score -2359260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2359261.250000 Penalty: 3250.376465
	Iteration 44Q: 3 clusters Score -2359261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2359264.000000 Penalty: 3250.376465
	Iteration 45Q: 3 clusters Score -2359264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2359266.500000 Penalty: 3250.376465
	Iteration 46Q: 3 clusters Score -2359266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2359264.000000 Penalty: 3250.376465
	Iteration 47Q: 3 clusters Score -2359264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2359268.500000 Penalty: 3250.376465
	Iteration 48Q: 3 clusters Score -2359268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2359269.000000 Penalty: 3250.376465
	Iteration 49Q: 3 clusters Score -2359269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2359276.750000 Penalty: 3250.376465
	Iteration 50Q: 3 clusters Score -2359277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2359277.000000 Penalty: 3250.376465
	Iteration 51Q: 3 clusters Score -2359277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2359273.000000 Penalty: 3250.376465
	Iteration 52Q: 3 clusters Score -2359273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2359273.500000 Penalty: 3250.376465
	Iteration 53Q: 3 clusters Score -2359274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2359279.750000 Penalty: 3250.376465
	Iteration 54Q: 3 clusters Score -2359280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2359277.000000 Penalty: 3250.376465
	Iteration 55Q: 3 clusters Score -2359277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2359279.000000 Penalty: 3250.376465
	Iteration 56Q: 3 clusters Score -2359279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2359281.500000 Penalty: 3250.376465
	Iteration 57Q: 3 clusters Score -2359282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2359281.000000 Penalty: 3250.376465
	Iteration 58Q: 3 clusters Score -2359281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2359279.750000 Penalty: 3250.376465
	Iteration 59Q: 3 clusters Score -2359280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2359280.500000 Penalty: 3250.376465
	Iteration 60F: 3 clusters Score -2359280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2359280.500000 Penalty: 3250.376465
	Iteration 61Q: 3 clusters Score -2359280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2359280.500000 Penalty: 3250.376465
	Iteration 62F: 3 clusters Score -2359280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Entering Unmasked Estep 
Score: -1078795.125000 Penalty: 1506.087646
	Iteration 0F: 2 clusters Score -1078795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1071219.125000 Penalty: 3012.175293
	Iteration 0F: 3 clusters Score -1071219 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1073718.750000 Penalty: 3012.175293
	Iteration 1F: 3 clusters Score -1073719 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1074010.375000 Penalty: 3012.175293
	Iteration 2F: 3 clusters Score -1074010 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1074310.625000 Penalty: 3012.175293
	Iteration 3F: 3 clusters Score -1074311 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1074606.250000 Penalty: 3012.175293
	Iteration 4F: 3 clusters Score -1074606 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1074890.625000 Penalty: 3012.175293
	Iteration 5Q: 3 clusters Score -1074891 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1075182.500000 Penalty: 3012.175293
	Iteration 6F: 3 clusters Score -1075182 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1075450.250000 Penalty: 3012.175293
	Iteration 7Q: 3 clusters Score -1075450 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1075663.125000 Penalty: 3012.175293
	Iteration 8Q: 3 clusters Score -1075663 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1075835.750000 Penalty: 3012.175293
	Iteration 9Q: 3 clusters Score -1075836 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1076000.125000 Penalty: 3012.175293
	Iteration 10Q: 3 clusters Score -1076000 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1076144.750000 Penalty: 3012.175293
	Iteration 11Q: 3 clusters Score -1076145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1076279.000000 Penalty: 3012.175293
	Iteration 12Q: 3 clusters Score -1076279 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1076417.250000 Penalty: 3012.175293
	Iteration 13Q: 3 clusters Score -1076417 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1076542.500000 Penalty: 3012.175293
	Iteration 14Q: 3 clusters Score -1076542 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1076686.625000 Penalty: 3012.175293
	Iteration 15Q: 3 clusters Score -1076687 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1076828.875000 Penalty: 3012.175293
	Iteration 16Q: 3 clusters Score -1076829 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1076951.750000 Penalty: 3012.175293
	Iteration 17Q: 3 clusters Score -1076952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1077047.875000 Penalty: 3012.175293
	Iteration 18Q: 3 clusters Score -1077048 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1077152.375000 Penalty: 3012.175293
	Iteration 19Q: 3 clusters Score -1077152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1077254.125000 Penalty: 3012.175293
	Iteration 20F: 3 clusters Score -1077254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1077347.750000 Penalty: 3012.175293
	Iteration 21Q: 3 clusters Score -1077348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1077414.375000 Penalty: 3012.175293
	Iteration 22Q: 3 clusters Score -1077414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1077463.625000 Penalty: 3012.175293
	Iteration 23Q: 3 clusters Score -1077464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1077503.500000 Penalty: 3012.175293
	Iteration 24Q: 3 clusters Score -1077504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1077530.625000 Penalty: 3012.175293
	Iteration 25Q: 3 clusters Score -1077531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1077554.750000 Penalty: 3012.175293
	Iteration 26Q: 3 clusters Score -1077555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1077590.250000 Penalty: 3012.175293
	Iteration 27Q: 3 clusters Score -1077590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1077614.125000 Penalty: 3012.175293
	Iteration 28Q: 3 clusters Score -1077614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1077633.125000 Penalty: 3012.175293
	Iteration 29Q: 3 clusters Score -1077633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1077647.500000 Penalty: 3012.175293
	Iteration 30Q: 3 clusters Score -1077648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1077663.500000 Penalty: 3012.175293
	Iteration 31Q: 3 clusters Score -1077664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1077674.875000 Penalty: 3012.175293
	Iteration 32Q: 3 clusters Score -1077675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1077684.250000 Penalty: 3012.175293
	Iteration 33Q: 3 clusters Score -1077684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1077688.500000 Penalty: 3012.175293
	Iteration 34Q: 3 clusters Score -1077688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1077690.000000 Penalty: 3012.175293
	Iteration 35Q: 3 clusters Score -1077690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1077692.500000 Penalty: 3012.175293
	Iteration 36Q: 3 clusters Score -1077692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1077692.500000 Penalty: 3012.175293
	Iteration 37F: 3 clusters Score -1077692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -233806.671875 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -233806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -231387.250000 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -231387.2 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -232345.781250 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -232345.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -233004.750000 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -233004.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -233538.093750 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -233538.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -233802.531250 Penalty: 2550.141846
	Iteration 4F: 3 clusters Score -233802.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234002.281250 Penalty: 2550.141846
	Iteration 5Q: 3 clusters Score -234002.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -234110.843750 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -234110.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -234168.218750 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -234168.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -234198.281250 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -234198.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -234214.171875 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -234214.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -234227.093750 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -234227.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -234236.468750 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -234236.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -234245.328125 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -234245.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -234257.250000 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -234257.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -234269.203125 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -234269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -234278.562500 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -234278.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -234289.375000 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -234289.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -234297.031250 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -234297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -234301.796875 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -234301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -234310.656250 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -234310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -234318.421875 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -234318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -234323.046875 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -234323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -234325.093750 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -234325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -234325.093750 Penalty: 2550.141846
	Iteration 23F: 3 clusters Score -234325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179447 members 
Mstep: Class 9 contains 22052 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57891 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 12197 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 11475 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176218 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 1561 members 
Entering Unmasked Estep 
Score: -101025968.000000 Penalty: 82904.648438
Splitting cluster 11 changes total score from -101026392.000000 to -101025968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -190816.546875 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -190816.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188801.062500 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -188801.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -189774.203125 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -189774.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -190327.812500 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -190327.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -190670.859375 Penalty: 2471.752441
	Iteration 3F: 3 clusters Score -190670.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -190801.265625 Penalty: 2471.752441
	Iteration 4Q: 3 clusters Score -190801.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -190877.968750 Penalty: 2471.752441
	Iteration 5Q: 3 clusters Score -190878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -190905.203125 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -190905.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -190923.015625 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -190923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -190935.265625 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -190935.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -190940.187500 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -190940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -190941.921875 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -190941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -190945.390625 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -190945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -190946.359375 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -190946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -190947.343750 Penalty: 2471.752441
	Iteration 13Q: 3 clusters Score -190947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -190949.718750 Penalty: 2471.752441
	Iteration 14Q: 3 clusters Score -190949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -190950.187500 Penalty: 2471.752441
	Iteration 15Q: 3 clusters Score -190950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -190950.484375 Penalty: 2471.752441
	Iteration 16Q: 3 clusters Score -190950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -190950.484375 Penalty: 2471.752441
	Iteration 17F: 3 clusters Score -190950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179447 members 
Mstep: Class 9 contains 22052 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57891 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 12197 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 11475 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176218 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 1323 members 
Entering Unmasked Estep 
Score: -101025672.000000 Penalty: 82904.648438
Splitting cluster 12 changes total score from -101026392.000000 to -101025672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -17676.621094 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -17676.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16874.074219 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -16874.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16964.009766 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -16964.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16996.150391 Penalty: 1785.244995
	Iteration 2Q: 3 clusters Score -16996.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17015.255859 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -17015.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17040.859375 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -17040.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17051.609375 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -17051.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17057.078125 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -17057.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17057.078125 Penalty: 1785.244995
	Iteration 7F: 3 clusters Score -17057.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -244763.218750 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -244763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242464.781250 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -242464.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243000.203125 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -243000.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -243172.093750 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -243172.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243306.625000 Penalty: 2520.345947
	Iteration 3F: 3 clusters Score -243306.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -243448.015625 Penalty: 2520.345947
	Iteration 4F: 3 clusters Score -243448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -243541.750000 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -243541.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243595.390625 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -243595.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -243634.343750 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -243634.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -243669.343750 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -243669.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -243703.625000 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -243703.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -243733.375000 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -243733.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -243756.406250 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -243756.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -243787.156250 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -243787.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -243811.078125 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -243811.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -243831.218750 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -243831.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -243849.828125 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -243849.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -243865.500000 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -243865.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -243880.125000 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -243880.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -243891.468750 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -243891.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -243908.031250 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -243908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -243919.453125 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -243919.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -243927.296875 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -243927.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -243932.828125 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -243932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -243935.171875 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -243935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -243935.656250 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -243935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -243936.812500 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -243936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -243937.484375 Penalty: 2520.345947
	Iteration 26Q: 3 clusters Score -243937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -243940.843750 Penalty: 2520.345947
	Iteration 27Q: 3 clusters Score -243940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -243944.421875 Penalty: 2520.345947
	Iteration 28Q: 3 clusters Score -243944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -243950.078125 Penalty: 2520.345947
	Iteration 29Q: 3 clusters Score -243950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -243951.281250 Penalty: 2520.345947
	Iteration 30Q: 3 clusters Score -243951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -243954.500000 Penalty: 2520.345947
	Iteration 31Q: 3 clusters Score -243954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243957.218750 Penalty: 2520.345947
	Iteration 32Q: 3 clusters Score -243957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -243958.000000 Penalty: 2520.345947
	Iteration 33Q: 3 clusters Score -243958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -243959.625000 Penalty: 2520.345947
	Iteration 34Q: 3 clusters Score -243959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -243961.562500 Penalty: 2520.345947
	Iteration 35Q: 3 clusters Score -243961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243962.812500 Penalty: 2520.345947
	Iteration 36Q: 3 clusters Score -243962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -243963.187500 Penalty: 2520.345947
	Iteration 37Q: 3 clusters Score -243963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -243963.187500 Penalty: 2520.345947
	Iteration 38F: 3 clusters Score -243963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Entering Unmasked Estep 
Score: -5983609.500000 Penalty: 1782.026489
	Iteration 0F: 2 clusters Score -5983610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5944818.000000 Penalty: 3564.052979
	Iteration 0F: 3 clusters Score -5944818 nChanged 27287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -5960490.500000 Penalty: 3564.052979
	Iteration 1F: 3 clusters Score -5960490 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5961507.500000 Penalty: 3564.052979
	Iteration 2Q: 3 clusters Score -5961508 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -5963048.000000 Penalty: 3564.052979
	Iteration 3F: 3 clusters Score -5963048 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5965500.000000 Penalty: 3564.052979
	Iteration 4F: 3 clusters Score -5965500 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5968965.500000 Penalty: 3564.052979
	Iteration 5F: 3 clusters Score -5968966 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5972850.500000 Penalty: 3564.052979
	Iteration 6F: 3 clusters Score -5972850 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5976323.500000 Penalty: 3564.052979
	Iteration 7F: 3 clusters Score -5976324 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -5978637.500000 Penalty: 3564.052979
	Iteration 8Q: 3 clusters Score -5978638 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -5980148.000000 Penalty: 3564.052979
	Iteration 9Q: 3 clusters Score -5980148 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -5981056.500000 Penalty: 3564.052979
	Iteration 10Q: 3 clusters Score -5981056 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -5981719.500000 Penalty: 3564.052979
	Iteration 11Q: 3 clusters Score -5981720 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -5982199.000000 Penalty: 3564.052979
	Iteration 12Q: 3 clusters Score -5982199 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -5982512.500000 Penalty: 3564.052979
	Iteration 13Q: 3 clusters Score -5982512 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -5982726.500000 Penalty: 3564.052979
	Iteration 14Q: 3 clusters Score -5982726 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -5982898.500000 Penalty: 3564.052979
	Iteration 15Q: 3 clusters Score -5982898 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5983041.000000 Penalty: 3564.052979
	Iteration 16Q: 3 clusters Score -5983041 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -5983130.500000 Penalty: 3564.052979
	Iteration 17Q: 3 clusters Score -5983130 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5983178.000000 Penalty: 3564.052979
	Iteration 18Q: 3 clusters Score -5983178 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5983250.500000 Penalty: 3564.052979
	Iteration 19Q: 3 clusters Score -5983250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5983293.000000 Penalty: 3564.052979
	Iteration 20F: 3 clusters Score -5983293 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -5983323.500000 Penalty: 3564.052979
	Iteration 21Q: 3 clusters Score -5983324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5983349.000000 Penalty: 3564.052979
	Iteration 22Q: 3 clusters Score -5983349 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5983360.000000 Penalty: 3564.052979
	Iteration 23Q: 3 clusters Score -5983360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5983370.000000 Penalty: 3564.052979
	Iteration 24Q: 3 clusters Score -5983370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -5983395.500000 Penalty: 3564.052979
	Iteration 25Q: 3 clusters Score -5983396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5983406.000000 Penalty: 3564.052979
	Iteration 26Q: 3 clusters Score -5983406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5983414.000000 Penalty: 3564.052979
	Iteration 27Q: 3 clusters Score -5983414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5983427.500000 Penalty: 3564.052979
	Iteration 28Q: 3 clusters Score -5983428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5983443.000000 Penalty: 3564.052979
	Iteration 29Q: 3 clusters Score -5983443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5983454.500000 Penalty: 3564.052979
	Iteration 30Q: 3 clusters Score -5983454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5983462.500000 Penalty: 3564.052979
	Iteration 31Q: 3 clusters Score -5983462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5983470.000000 Penalty: 3564.052979
	Iteration 32Q: 3 clusters Score -5983470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5983479.500000 Penalty: 3564.052979
	Iteration 33Q: 3 clusters Score -5983480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5983478.000000 Penalty: 3564.052979
	Iteration 34Q: 3 clusters Score -5983478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5983478.000000 Penalty: 3564.052979
	Iteration 35F: 3 clusters Score -5983478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Entering Unmasked Estep 
Score: -1189175.250000 Penalty: 1528.593384
	Iteration 0F: 2 clusters Score -1189175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1180638.250000 Penalty: 3057.186768
	Iteration 0F: 3 clusters Score -1180638 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1183600.125000 Penalty: 3057.186768
	Iteration 1F: 3 clusters Score -1183600 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1184117.125000 Penalty: 3057.186768
	Iteration 2F: 3 clusters Score -1184117 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1184716.375000 Penalty: 3057.186768
	Iteration 3F: 3 clusters Score -1184716 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1185368.625000 Penalty: 3057.186768
	Iteration 4F: 3 clusters Score -1185369 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1186180.750000 Penalty: 3057.186768
	Iteration 5F: 3 clusters Score -1186181 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1187068.000000 Penalty: 3057.186768
	Iteration 6F: 3 clusters Score -1187068 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1187646.375000 Penalty: 3057.186768
	Iteration 7F: 3 clusters Score -1187646 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1187979.750000 Penalty: 3057.186768
	Iteration 8Q: 3 clusters Score -1187980 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1188194.875000 Penalty: 3057.186768
	Iteration 9Q: 3 clusters Score -1188195 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1188328.375000 Penalty: 3057.186768
	Iteration 10Q: 3 clusters Score -1188328 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1188422.625000 Penalty: 3057.186768
	Iteration 11Q: 3 clusters Score -1188423 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1188509.625000 Penalty: 3057.186768
	Iteration 12Q: 3 clusters Score -1188510 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1188583.375000 Penalty: 3057.186768
	Iteration 13Q: 3 clusters Score -1188583 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1188637.875000 Penalty: 3057.186768
	Iteration 14Q: 3 clusters Score -1188638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1188695.250000 Penalty: 3057.186768
	Iteration 15Q: 3 clusters Score -1188695 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1188756.125000 Penalty: 3057.186768
	Iteration 16Q: 3 clusters Score -1188756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1188816.750000 Penalty: 3057.186768
	Iteration 17Q: 3 clusters Score -1188817 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1188881.125000 Penalty: 3057.186768
	Iteration 18Q: 3 clusters Score -1188881 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1188931.375000 Penalty: 3057.186768
	Iteration 19Q: 3 clusters Score -1188931 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1188974.750000 Penalty: 3057.186768
	Iteration 20F: 3 clusters Score -1188975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1188999.000000 Penalty: 3057.186768
	Iteration 21Q: 3 clusters Score -1188999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1189012.375000 Penalty: 3057.186768
	Iteration 22Q: 3 clusters Score -1189012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1189019.750000 Penalty: 3057.186768
	Iteration 23Q: 3 clusters Score -1189020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1189031.625000 Penalty: 3057.186768
	Iteration 24Q: 3 clusters Score -1189032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1189036.000000 Penalty: 3057.186768
	Iteration 25Q: 3 clusters Score -1189036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1189040.125000 Penalty: 3057.186768
	Iteration 26Q: 3 clusters Score -1189040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1189045.500000 Penalty: 3057.186768
	Iteration 27Q: 3 clusters Score -1189046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1189045.875000 Penalty: 3057.186768
	Iteration 28Q: 3 clusters Score -1189046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1189044.875000 Penalty: 3057.186768
	Iteration 29Q: 3 clusters Score -1189045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1189049.125000 Penalty: 3057.186768
	Iteration 30Q: 3 clusters Score -1189049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1189047.375000 Penalty: 3057.186768
	Iteration 31Q: 3 clusters Score -1189047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1189048.125000 Penalty: 3057.186768
	Iteration 32Q: 3 clusters Score -1189048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1189047.750000 Penalty: 3057.186768
	Iteration 33Q: 3 clusters Score -1189048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1189051.375000 Penalty: 3057.186768
	Iteration 34Q: 3 clusters Score -1189051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1189052.500000 Penalty: 3057.186768
	Iteration 35Q: 3 clusters Score -1189052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1189053.625000 Penalty: 3057.186768
	Iteration 36Q: 3 clusters Score -1189054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1189053.125000 Penalty: 3057.186768
	Iteration 37Q: 3 clusters Score -1189053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1189056.250000 Penalty: 3057.186768
	Iteration 38Q: 3 clusters Score -1189056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1189056.125000 Penalty: 3057.186768
	Iteration 39Q: 3 clusters Score -1189056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1189054.625000 Penalty: 3057.186768
	Iteration 40F: 3 clusters Score -1189055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1189053.750000 Penalty: 3057.186768
	Iteration 41Q: 3 clusters Score -1189054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1189053.750000 Penalty: 3057.186768
	Iteration 42F: 3 clusters Score -1189054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -1628322.500000 Penalty: 1572.374023
	Iteration 0F: 2 clusters Score -1628322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1617308.625000 Penalty: 3144.748047
	Iteration 0F: 3 clusters Score -1617309 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1621096.500000 Penalty: 3144.748047
	Iteration 1F: 3 clusters Score -1621096 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1621446.875000 Penalty: 3144.748047
	Iteration 2F: 3 clusters Score -1621447 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1621772.875000 Penalty: 3144.748047
	Iteration 3F: 3 clusters Score -1621773 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1622082.500000 Penalty: 3144.748047
	Iteration 4Q: 3 clusters Score -1622082 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1622395.000000 Penalty: 3144.748047
	Iteration 5Q: 3 clusters Score -1622395 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1622736.375000 Penalty: 3144.748047
	Iteration 6Q: 3 clusters Score -1622736 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1623117.750000 Penalty: 3144.748047
	Iteration 7Q: 3 clusters Score -1623118 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1623593.125000 Penalty: 3144.748047
	Iteration 8Q: 3 clusters Score -1623593 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1624089.375000 Penalty: 3144.748047
	Iteration 9Q: 3 clusters Score -1624089 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1624618.250000 Penalty: 3144.748047
	Iteration 10Q: 3 clusters Score -1624618 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1625184.750000 Penalty: 3144.748047
	Iteration 11Q: 3 clusters Score -1625185 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1625713.750000 Penalty: 3144.748047
	Iteration 12Q: 3 clusters Score -1625714 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1626117.375000 Penalty: 3144.748047
	Iteration 13Q: 3 clusters Score -1626117 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1626445.750000 Penalty: 3144.748047
	Iteration 14Q: 3 clusters Score -1626446 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1626678.750000 Penalty: 3144.748047
	Iteration 15Q: 3 clusters Score -1626679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1626819.500000 Penalty: 3144.748047
	Iteration 16Q: 3 clusters Score -1626820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1626900.625000 Penalty: 3144.748047
	Iteration 17Q: 3 clusters Score -1626901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1626961.250000 Penalty: 3144.748047
	Iteration 18Q: 3 clusters Score -1626961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1627024.375000 Penalty: 3144.748047
	Iteration 19Q: 3 clusters Score -1627024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1627047.500000 Penalty: 3144.748047
	Iteration 20F: 3 clusters Score -1627048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1627070.500000 Penalty: 3144.748047
	Iteration 21Q: 3 clusters Score -1627070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1627091.125000 Penalty: 3144.748047
	Iteration 22Q: 3 clusters Score -1627091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1627102.000000 Penalty: 3144.748047
	Iteration 23Q: 3 clusters Score -1627102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1627113.750000 Penalty: 3144.748047
	Iteration 24Q: 3 clusters Score -1627114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1627116.375000 Penalty: 3144.748047
	Iteration 25Q: 3 clusters Score -1627116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1627120.000000 Penalty: 3144.748047
	Iteration 26Q: 3 clusters Score -1627120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1627119.500000 Penalty: 3144.748047
	Iteration 27Q: 3 clusters Score -1627120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1627125.375000 Penalty: 3144.748047
	Iteration 28Q: 3 clusters Score -1627125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1627127.625000 Penalty: 3144.748047
	Iteration 29Q: 3 clusters Score -1627128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1627132.625000 Penalty: 3144.748047
	Iteration 30Q: 3 clusters Score -1627133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1627134.625000 Penalty: 3144.748047
	Iteration 31Q: 3 clusters Score -1627135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1627133.125000 Penalty: 3144.748047
	Iteration 32Q: 3 clusters Score -1627133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1627134.375000 Penalty: 3144.748047
	Iteration 33Q: 3 clusters Score -1627134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1627134.375000 Penalty: 3144.748047
	Iteration 34F: 3 clusters Score -1627134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Entering Unmasked Estep 
Score: -1342556.375000 Penalty: 1532.106934
	Iteration 0F: 2 clusters Score -1342556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1333974.250000 Penalty: 3064.213867
	Iteration 0F: 3 clusters Score -1333974 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1336909.875000 Penalty: 3064.213867
	Iteration 1F: 3 clusters Score -1336910 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1337303.750000 Penalty: 3064.213867
	Iteration 2F: 3 clusters Score -1337304 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1337742.750000 Penalty: 3064.213867
	Iteration 3F: 3 clusters Score -1337743 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1338241.250000 Penalty: 3064.213867
	Iteration 4F: 3 clusters Score -1338241 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1338755.625000 Penalty: 3064.213867
	Iteration 5F: 3 clusters Score -1338756 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1339222.375000 Penalty: 3064.213867
	Iteration 6F: 3 clusters Score -1339222 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1339605.250000 Penalty: 3064.213867
	Iteration 7F: 3 clusters Score -1339605 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1339943.000000 Penalty: 3064.213867
	Iteration 8Q: 3 clusters Score -1339943 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1340236.125000 Penalty: 3064.213867
	Iteration 9Q: 3 clusters Score -1340236 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1340493.500000 Penalty: 3064.213867
	Iteration 10Q: 3 clusters Score -1340494 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1340703.750000 Penalty: 3064.213867
	Iteration 11Q: 3 clusters Score -1340704 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1340882.500000 Penalty: 3064.213867
	Iteration 12Q: 3 clusters Score -1340882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1340986.500000 Penalty: 3064.213867
	Iteration 13Q: 3 clusters Score -1340986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1341059.875000 Penalty: 3064.213867
	Iteration 14Q: 3 clusters Score -1341060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1341111.625000 Penalty: 3064.213867
	Iteration 15Q: 3 clusters Score -1341112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1341155.250000 Penalty: 3064.213867
	Iteration 16Q: 3 clusters Score -1341155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1341178.250000 Penalty: 3064.213867
	Iteration 17Q: 3 clusters Score -1341178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1341192.875000 Penalty: 3064.213867
	Iteration 18Q: 3 clusters Score -1341193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1341217.375000 Penalty: 3064.213867
	Iteration 19Q: 3 clusters Score -1341217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1341241.750000 Penalty: 3064.213867
	Iteration 20F: 3 clusters Score -1341242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1341261.250000 Penalty: 3064.213867
	Iteration 21Q: 3 clusters Score -1341261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1341276.375000 Penalty: 3064.213867
	Iteration 22Q: 3 clusters Score -1341276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1341283.750000 Penalty: 3064.213867
	Iteration 23Q: 3 clusters Score -1341284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1341286.125000 Penalty: 3064.213867
	Iteration 24Q: 3 clusters Score -1341286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1341291.000000 Penalty: 3064.213867
	Iteration 25Q: 3 clusters Score -1341291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1341296.750000 Penalty: 3064.213867
	Iteration 26Q: 3 clusters Score -1341297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1341299.750000 Penalty: 3064.213867
	Iteration 27Q: 3 clusters Score -1341300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1341299.625000 Penalty: 3064.213867
	Iteration 28Q: 3 clusters Score -1341300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1341305.500000 Penalty: 3064.213867
	Iteration 29Q: 3 clusters Score -1341306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1341308.500000 Penalty: 3064.213867
	Iteration 30Q: 3 clusters Score -1341308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1341313.500000 Penalty: 3064.213867
	Iteration 31Q: 3 clusters Score -1341314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1341313.250000 Penalty: 3064.213867
	Iteration 32Q: 3 clusters Score -1341313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1341315.250000 Penalty: 3064.213867
	Iteration 33Q: 3 clusters Score -1341315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1341317.875000 Penalty: 3064.213867
	Iteration 34Q: 3 clusters Score -1341318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1341320.375000 Penalty: 3064.213867
	Iteration 35Q: 3 clusters Score -1341320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1341321.750000 Penalty: 3064.213867
	Iteration 36Q: 3 clusters Score -1341322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1341323.625000 Penalty: 3064.213867
	Iteration 37Q: 3 clusters Score -1341324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1341325.375000 Penalty: 3064.213867
	Iteration 38Q: 3 clusters Score -1341325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1341328.375000 Penalty: 3064.213867
	Iteration 39Q: 3 clusters Score -1341328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1341330.000000 Penalty: 3064.213867
	Iteration 40F: 3 clusters Score -1341330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1341328.500000 Penalty: 3064.213867
	Iteration 41Q: 3 clusters Score -1341328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1341329.250000 Penalty: 3064.213867
	Iteration 42Q: 3 clusters Score -1341329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1341329.250000 Penalty: 3064.213867
	Iteration 43F: 3 clusters Score -1341329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Entering Unmasked Estep 
Score: -1317996.125000 Penalty: 1528.953613
	Iteration 0F: 2 clusters Score -1317996 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 6073 members 
Entering Unmasked Estep 
Score: -1309446.125000 Penalty: 3057.907227
	Iteration 0F: 3 clusters Score -1309446 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1312385.500000 Penalty: 3057.907227
	Iteration 1F: 3 clusters Score -1312386 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1312663.250000 Penalty: 3057.907227
	Iteration 2F: 3 clusters Score -1312663 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1312880.000000 Penalty: 3057.907227
	Iteration 3Q: 3 clusters Score -1312880 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1313053.125000 Penalty: 3057.907227
	Iteration 4Q: 3 clusters Score -1313053 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1313213.000000 Penalty: 3057.907227
	Iteration 5Q: 3 clusters Score -1313213 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1313402.750000 Penalty: 3057.907227
	Iteration 6Q: 3 clusters Score -1313403 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1313605.750000 Penalty: 3057.907227
	Iteration 7Q: 3 clusters Score -1313606 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1313869.625000 Penalty: 3057.907227
	Iteration 8Q: 3 clusters Score -1313870 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1314244.000000 Penalty: 3057.907227
	Iteration 9Q: 3 clusters Score -1314244 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1314680.375000 Penalty: 3057.907227
	Iteration 10Q: 3 clusters Score -1314680 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1315117.875000 Penalty: 3057.907227
	Iteration 11Q: 3 clusters Score -1315118 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1315559.125000 Penalty: 3057.907227
	Iteration 12Q: 3 clusters Score -1315559 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1315994.125000 Penalty: 3057.907227
	Iteration 13Q: 3 clusters Score -1315994 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1316297.125000 Penalty: 3057.907227
	Iteration 14Q: 3 clusters Score -1316297 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1316572.750000 Penalty: 3057.907227
	Iteration 15Q: 3 clusters Score -1316573 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1316824.500000 Penalty: 3057.907227
	Iteration 16Q: 3 clusters Score -1316824 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1317092.375000 Penalty: 3057.907227
	Iteration 17Q: 3 clusters Score -1317092 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1317374.500000 Penalty: 3057.907227
	Iteration 18Q: 3 clusters Score -1317374 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1317646.500000 Penalty: 3057.907227
	Iteration 19Q: 3 clusters Score -1317646 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1317880.250000 Penalty: 3057.907227
	Iteration 20F: 3 clusters Score -1317880 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1318081.375000 Penalty: 3057.907227
	Iteration 21Q: 3 clusters Score -1318081 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1318213.375000 Penalty: 3057.907227
	Iteration 22Q: 3 clusters Score -1318213 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1318322.875000 Penalty: 3057.907227
	Iteration 23Q: 3 clusters Score -1318323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1318420.000000 Penalty: 3057.907227
	Iteration 24Q: 3 clusters Score -1318420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1318474.500000 Penalty: 3057.907227
	Iteration 25Q: 3 clusters Score -1318474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1318514.125000 Penalty: 3057.907227
	Iteration 26Q: 3 clusters Score -1318514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1318536.875000 Penalty: 3057.907227
	Iteration 27Q: 3 clusters Score -1318537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1318546.625000 Penalty: 3057.907227
	Iteration 28Q: 3 clusters Score -1318547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1318550.750000 Penalty: 3057.907227
	Iteration 29Q: 3 clusters Score -1318551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1318549.375000 Penalty: 3057.907227
	Iteration 30Q: 3 clusters Score -1318549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1318550.625000 Penalty: 3057.907227
	Iteration 31Q: 3 clusters Score -1318551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1318548.875000 Penalty: 3057.907227
	Iteration 32Q: 3 clusters Score -1318549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1318551.250000 Penalty: 3057.907227
	Iteration 33Q: 3 clusters Score -1318551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1318552.625000 Penalty: 3057.907227
	Iteration 34Q: 3 clusters Score -1318553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1318555.500000 Penalty: 3057.907227
	Iteration 35Q: 3 clusters Score -1318556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1318553.625000 Penalty: 3057.907227
	Iteration 36Q: 3 clusters Score -1318554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1318553.375000 Penalty: 3057.907227
	Iteration 37Q: 3 clusters Score -1318553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1318552.625000 Penalty: 3057.907227
	Iteration 38Q: 3 clusters Score -1318553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1318554.000000 Penalty: 3057.907227
	Iteration 39Q: 3 clusters Score -1318554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1318556.250000 Penalty: 3057.907227
	Iteration 40F: 3 clusters Score -1318556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1318556.500000 Penalty: 3057.907227
	Iteration 41Q: 3 clusters Score -1318556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1318556.375000 Penalty: 3057.907227
	Iteration 42Q: 3 clusters Score -1318556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1318557.875000 Penalty: 3057.907227
	Iteration 43Q: 3 clusters Score -1318558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1318559.750000 Penalty: 3057.907227
	Iteration 44Q: 3 clusters Score -1318560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1318558.625000 Penalty: 3057.907227
	Iteration 45Q: 3 clusters Score -1318559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1318559.750000 Penalty: 3057.907227
	Iteration 46Q: 3 clusters Score -1318560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1318560.500000 Penalty: 3057.907227
	Iteration 47Q: 3 clusters Score -1318560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1318562.000000 Penalty: 3057.907227
	Iteration 48Q: 3 clusters Score -1318562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1318561.375000 Penalty: 3057.907227
	Iteration 49Q: 3 clusters Score -1318561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1318561.875000 Penalty: 3057.907227
	Iteration 50Q: 3 clusters Score -1318562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1318562.875000 Penalty: 3057.907227
	Iteration 51Q: 3 clusters Score -1318563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1318563.750000 Penalty: 3057.907227
	Iteration 52Q: 3 clusters Score -1318564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1318566.125000 Penalty: 3057.907227
	Iteration 53Q: 3 clusters Score -1318566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1318566.250000 Penalty: 3057.907227
	Iteration 54Q: 3 clusters Score -1318566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1318565.875000 Penalty: 3057.907227
	Iteration 55Q: 3 clusters Score -1318566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1318563.625000 Penalty: 3057.907227
	Iteration 56Q: 3 clusters Score -1318564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1318563.625000 Penalty: 3057.907227
	Iteration 57F: 3 clusters Score -1318564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179447 members 
Mstep: Class 9 contains 22052 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57891 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 11475 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176218 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 3373 members 
Entering Unmasked Estep 
Score: -101026168.000000 Penalty: 82904.648438
Splitting cluster 19 changes total score from -101026392.000000 to -101026168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -145916.421875 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -145916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144146.062500 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -144146.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144501.562500 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -144501.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144616.609375 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -144616.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144681.375000 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -144681.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144712.093750 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -144712.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144738.484375 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -144738.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -144764.562500 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -144764.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -144784.359375 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -144784.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -144795.281250 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -144795.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -144806.343750 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -144806.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -144820.421875 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -144820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144836.203125 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -144836.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -144843.343750 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -144843.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -144850.953125 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -144851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -144854.546875 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -144854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -144859.968750 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -144860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -144861.421875 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -144861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -144862.281250 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -144862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144862.937500 Penalty: 2381.314941
	Iteration 18Q: 3 clusters Score -144862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -144863.328125 Penalty: 2381.314941
	Iteration 19Q: 3 clusters Score -144863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -144866.781250 Penalty: 2381.314941
	Iteration 20F: 3 clusters Score -144866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144869.406250 Penalty: 2381.314941
	Iteration 21Q: 3 clusters Score -144869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -144870.640625 Penalty: 2381.314941
	Iteration 22Q: 3 clusters Score -144870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -144871.578125 Penalty: 2381.314941
	Iteration 23Q: 3 clusters Score -144871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -144872.218750 Penalty: 2381.314941
	Iteration 24Q: 3 clusters Score -144872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -144873.984375 Penalty: 2381.314941
	Iteration 25Q: 3 clusters Score -144874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -144876.046875 Penalty: 2381.314941
	Iteration 26Q: 3 clusters Score -144876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -144877.093750 Penalty: 2381.314941
	Iteration 27Q: 3 clusters Score -144877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -144879.750000 Penalty: 2381.314941
	Iteration 28Q: 3 clusters Score -144879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -144883.671875 Penalty: 2381.314941
	Iteration 29Q: 3 clusters Score -144883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144887.562500 Penalty: 2381.314941
	Iteration 30Q: 3 clusters Score -144887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -144893.921875 Penalty: 2381.314941
	Iteration 31Q: 3 clusters Score -144893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -144903.000000 Penalty: 2381.314941
	Iteration 32Q: 3 clusters Score -144903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -144910.484375 Penalty: 2381.314941
	Iteration 33Q: 3 clusters Score -144910.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -144913.687500 Penalty: 2381.314941
	Iteration 34Q: 3 clusters Score -144913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -144914.109375 Penalty: 2381.314941
	Iteration 35Q: 3 clusters Score -144914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -144914.109375 Penalty: 2381.314941
	Iteration 36F: 3 clusters Score -144914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -241786.546875 Penalty: 1253.635010
	Iteration 0F: 2 clusters Score -241786.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -239515.531250 Penalty: 2507.270020
	Iteration 0F: 3 clusters Score -239515.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -239944.937500 Penalty: 2507.270020
	Iteration 1F: 3 clusters Score -239944.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -240047.953125 Penalty: 2507.270020
	Iteration 2F: 3 clusters Score -240048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -240122.718750 Penalty: 2507.270020
	Iteration 3Q: 3 clusters Score -240122.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -240168.296875 Penalty: 2507.270020
	Iteration 4Q: 3 clusters Score -240168.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -240202.109375 Penalty: 2507.270020
	Iteration 5Q: 3 clusters Score -240202.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -240224.437500 Penalty: 2507.270020
	Iteration 6Q: 3 clusters Score -240224.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -240243.343750 Penalty: 2507.270020
	Iteration 7Q: 3 clusters Score -240243.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -240260.296875 Penalty: 2507.270020
	Iteration 8Q: 3 clusters Score -240260.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -240270.093750 Penalty: 2507.270020
	Iteration 9Q: 3 clusters Score -240270.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -240280.125000 Penalty: 2507.270020
	Iteration 10Q: 3 clusters Score -240280.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -240287.453125 Penalty: 2507.270020
	Iteration 11Q: 3 clusters Score -240287.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -240293.796875 Penalty: 2507.270020
	Iteration 12Q: 3 clusters Score -240293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -240296.593750 Penalty: 2507.270020
	Iteration 13Q: 3 clusters Score -240296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -240299.468750 Penalty: 2507.270020
	Iteration 14Q: 3 clusters Score -240299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -240300.375000 Penalty: 2507.270020
	Iteration 15Q: 3 clusters Score -240300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -240300.625000 Penalty: 2507.270020
	Iteration 16Q: 3 clusters Score -240300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -240300.625000 Penalty: 2507.270020
	Iteration 17F: 3 clusters Score -240300.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (105025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105025 members 
Entering Unmasked Estep 
Score: -11251652.000000 Penalty: 1878.817505
	Iteration 0F: 2 clusters Score -1.125165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -11181663.000000 Penalty: 3757.635010
	Iteration 0F: 3 clusters Score -1.118166e+07 nChanged 50333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -11212178.000000 Penalty: 3757.635010
	Iteration 1F: 3 clusters Score -1.121218e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -11213840.000000 Penalty: 3757.635010
	Iteration 2Q: 3 clusters Score -1.121384e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -11216391.000000 Penalty: 3757.635010
	Iteration 3F: 3 clusters Score -1.121639e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -11220878.000000 Penalty: 3757.635010
	Iteration 4F: 3 clusters Score -1.122088e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -11227621.000000 Penalty: 3757.635010
	Iteration 5F: 3 clusters Score -1.122762e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -11235543.000000 Penalty: 3757.635010
	Iteration 6F: 3 clusters Score -1.123554e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -11242632.000000 Penalty: 3757.635010
	Iteration 7F: 3 clusters Score -1.124263e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -11246745.000000 Penalty: 3757.635010
	Iteration 8Q: 3 clusters Score -1.124674e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -11248677.000000 Penalty: 3757.635010
	Iteration 9Q: 3 clusters Score -1.124868e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -11249431.000000 Penalty: 3757.635010
	Iteration 10Q: 3 clusters Score -1.124943e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -11249774.000000 Penalty: 3757.635010
	Iteration 11Q: 3 clusters Score -1.124977e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -11249939.000000 Penalty: 3757.635010
	Iteration 12Q: 3 clusters Score -1.124994e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -11250014.000000 Penalty: 3757.635010
	Iteration 13Q: 3 clusters Score -1.125001e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -11250070.000000 Penalty: 3757.635010
	Iteration 14Q: 3 clusters Score -1.125007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -11250095.000000 Penalty: 3757.635010
	Iteration 15Q: 3 clusters Score -1.12501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -11250141.000000 Penalty: 3757.635010
	Iteration 16Q: 3 clusters Score -1.125014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -11250141.000000 Penalty: 3757.635010
	Iteration 17Q: 3 clusters Score -1.125014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -11250157.000000 Penalty: 3757.635010
	Iteration 18Q: 3 clusters Score -1.125016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -11250162.000000 Penalty: 3757.635010
	Iteration 19Q: 3 clusters Score -1.125016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -11250166.000000 Penalty: 3757.635010
	Iteration 20F: 3 clusters Score -1.125017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -11250175.000000 Penalty: 3757.635010
	Iteration 21Q: 3 clusters Score -1.125018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 104548 members 
Entering Unmasked Estep 
Score: -11250178.000000 Penalty: 3757.635010
	Iteration 22Q: 3 clusters Score -1.125018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -11250195.000000 Penalty: 3757.635010
	Iteration 23Q: 3 clusters Score -1.12502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -11250190.000000 Penalty: 3757.635010
	Iteration 24Q: 3 clusters Score -1.125019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -11250203.000000 Penalty: 3757.635010
	Iteration 25Q: 3 clusters Score -1.12502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -11250204.000000 Penalty: 3757.635010
	Iteration 26Q: 3 clusters Score -1.12502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -11250202.000000 Penalty: 3757.635010
	Iteration 27Q: 3 clusters Score -1.12502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -11250212.000000 Penalty: 3757.635010
	Iteration 28Q: 3 clusters Score -1.125021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -11250208.000000 Penalty: 3757.635010
	Iteration 29Q: 3 clusters Score -1.125021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -11250200.000000 Penalty: 3757.635010
	Iteration 30Q: 3 clusters Score -1.12502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -11250198.000000 Penalty: 3757.635010
	Iteration 31Q: 3 clusters Score -1.12502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -11250205.000000 Penalty: 3757.635010
	Iteration 32Q: 3 clusters Score -1.12502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -11250198.000000 Penalty: 3757.635010
	Iteration 33Q: 3 clusters Score -1.12502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -11250200.000000 Penalty: 3757.635010
	Iteration 34Q: 3 clusters Score -1.12502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -11250200.000000 Penalty: 3757.635010
	Iteration 35Q: 3 clusters Score -1.12502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -11250196.000000 Penalty: 3757.635010
	Iteration 36Q: 3 clusters Score -1.12502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -11250193.000000 Penalty: 3757.635010
	Iteration 37Q: 3 clusters Score -1.125019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -11250193.000000 Penalty: 3757.635010
	Iteration 38F: 3 clusters Score -1.125019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Entering Unmasked Estep 
Score: -12290929.000000 Penalty: 1891.448242
	Iteration 0F: 2 clusters Score -1.229093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -12215698.000000 Penalty: 3782.896484
	Iteration 0F: 3 clusters Score -1.22157e+07 nChanged 54495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -12247792.000000 Penalty: 3782.896484
	Iteration 1F: 3 clusters Score -1.224779e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -12248968.000000 Penalty: 3782.896484
	Iteration 2Q: 3 clusters Score -1.224897e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -12250739.000000 Penalty: 3782.896484
	Iteration 3Q: 3 clusters Score -1.225074e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -12253752.000000 Penalty: 3782.896484
	Iteration 4F: 3 clusters Score -1.225375e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -12258751.000000 Penalty: 3782.896484
	Iteration 5F: 3 clusters Score -1.225875e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -12266397.000000 Penalty: 3782.896484
	Iteration 6F: 3 clusters Score -1.22664e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -12275165.000000 Penalty: 3782.896484
	Iteration 7F: 3 clusters Score -1.227516e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106115 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -12282531.000000 Penalty: 3782.896484
	Iteration 8F: 3 clusters Score -1.228253e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110638 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -12286625.000000 Penalty: 3782.896484
	Iteration 9Q: 3 clusters Score -1.228662e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12288338.000000 Penalty: 3782.896484
	Iteration 10Q: 3 clusters Score -1.228834e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12288893.000000 Penalty: 3782.896484
	Iteration 11Q: 3 clusters Score -1.228889e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12289061.000000 Penalty: 3782.896484
	Iteration 12Q: 3 clusters Score -1.228906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113356 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12289119.000000 Penalty: 3782.896484
	Iteration 13Q: 3 clusters Score -1.228912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12289156.000000 Penalty: 3782.896484
	Iteration 14Q: 3 clusters Score -1.228916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12289178.000000 Penalty: 3782.896484
	Iteration 15Q: 3 clusters Score -1.228918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12289195.000000 Penalty: 3782.896484
	Iteration 16Q: 3 clusters Score -1.22892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12289205.000000 Penalty: 3782.896484
	Iteration 17Q: 3 clusters Score -1.22892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12289208.000000 Penalty: 3782.896484
	Iteration 18Q: 3 clusters Score -1.228921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12289205.000000 Penalty: 3782.896484
	Iteration 19Q: 3 clusters Score -1.22892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12289211.000000 Penalty: 3782.896484
	Iteration 20F: 3 clusters Score -1.228921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Entering Unmasked Estep 
Score: -943606.437500 Penalty: 1484.607666
	Iteration 0F: 2 clusters Score -943606.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -936864.625000 Penalty: 2969.215332
	Iteration 0F: 3 clusters Score -936864.6 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -939057.750000 Penalty: 2969.215332
	Iteration 1F: 3 clusters Score -939057.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -939340.000000 Penalty: 2969.215332
	Iteration 2F: 3 clusters Score -939340 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -939627.437500 Penalty: 2969.215332
	Iteration 3F: 3 clusters Score -939627.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -939997.187500 Penalty: 2969.215332
	Iteration 4F: 3 clusters Score -939997.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -940469.500000 Penalty: 2969.215332
	Iteration 5F: 3 clusters Score -940469.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -940945.125000 Penalty: 2969.215332
	Iteration 6F: 3 clusters Score -940945.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -941296.000000 Penalty: 2969.215332
	Iteration 7F: 3 clusters Score -941296 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -941552.375000 Penalty: 2969.215332
	Iteration 8Q: 3 clusters Score -941552.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -941751.500000 Penalty: 2969.215332
	Iteration 9Q: 3 clusters Score -941751.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -941963.375000 Penalty: 2969.215332
	Iteration 10Q: 3 clusters Score -941963.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -942179.625000 Penalty: 2969.215332
	Iteration 11Q: 3 clusters Score -942179.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -942412.812500 Penalty: 2969.215332
	Iteration 12Q: 3 clusters Score -942412.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -942629.875000 Penalty: 2969.215332
	Iteration 13Q: 3 clusters Score -942629.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -942754.500000 Penalty: 2969.215332
	Iteration 14Q: 3 clusters Score -942754.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -942831.750000 Penalty: 2969.215332
	Iteration 15Q: 3 clusters Score -942831.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -942889.312500 Penalty: 2969.215332
	Iteration 16Q: 3 clusters Score -942889.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -942925.937500 Penalty: 2969.215332
	Iteration 17Q: 3 clusters Score -942925.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -942943.000000 Penalty: 2969.215332
	Iteration 18Q: 3 clusters Score -942943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -942954.437500 Penalty: 2969.215332
	Iteration 19Q: 3 clusters Score -942954.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -942964.125000 Penalty: 2969.215332
	Iteration 20F: 3 clusters Score -942964.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -942968.250000 Penalty: 2969.215332
	Iteration 21Q: 3 clusters Score -942968.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -942974.312500 Penalty: 2969.215332
	Iteration 22Q: 3 clusters Score -942974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -942975.562500 Penalty: 2969.215332
	Iteration 23Q: 3 clusters Score -942975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -942979.500000 Penalty: 2969.215332
	Iteration 24Q: 3 clusters Score -942979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -942979.875000 Penalty: 2969.215332
	Iteration 25Q: 3 clusters Score -942979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -942981.312500 Penalty: 2969.215332
	Iteration 26Q: 3 clusters Score -942981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -942982.437500 Penalty: 2969.215332
	Iteration 27Q: 3 clusters Score -942982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -942983.187500 Penalty: 2969.215332
	Iteration 28Q: 3 clusters Score -942983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -942983.062500 Penalty: 2969.215332
	Iteration 29Q: 3 clusters Score -942983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -942984.750000 Penalty: 2969.215332
	Iteration 30Q: 3 clusters Score -942984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -942984.187500 Penalty: 2969.215332
	Iteration 31Q: 3 clusters Score -942984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -942984.437500 Penalty: 2969.215332
	Iteration 32Q: 3 clusters Score -942984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -942986.500000 Penalty: 2969.215332
	Iteration 33Q: 3 clusters Score -942986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -942987.187500 Penalty: 2969.215332
	Iteration 34Q: 3 clusters Score -942987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -942987.062500 Penalty: 2969.215332
	Iteration 35Q: 3 clusters Score -942987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -942987.062500 Penalty: 2969.215332
	Iteration 36F: 3 clusters Score -942987.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -62107.750000 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -62107.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60870.878906 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -60870.88 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61149.691406 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -61149.69 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61272.628906 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -61272.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61345.183594 Penalty: 2156.682617
	Iteration 3Q: 3 clusters Score -61345.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61396.375000 Penalty: 2156.682617
	Iteration 4Q: 3 clusters Score -61396.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -61441.117188 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -61441.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61475.839844 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -61475.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61523.058594 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -61523.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61565.136719 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -61565.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61661.097656 Penalty: 2156.682617
	Iteration 9Q: 3 clusters Score -61661.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61813.382812 Penalty: 2156.682617
	Iteration 10F: 3 clusters Score -61813.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -62057.453125 Penalty: 2156.682617
	Iteration 11F: 3 clusters Score -62057.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62511.996094 Penalty: 2156.682617
	Iteration 12F: 3 clusters Score -62512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62934.878906 Penalty: 2156.682617
	Iteration 13F: 3 clusters Score -62934.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63026.027344 Penalty: 2156.682617
	Iteration 14Q: 3 clusters Score -63026.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63075.011719 Penalty: 2156.682617
	Iteration 15Q: 3 clusters Score -63075.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63117.421875 Penalty: 2156.682617
	Iteration 16Q: 3 clusters Score -63117.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -63134.988281 Penalty: 2156.682617
	Iteration 17Q: 3 clusters Score -63134.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63137.085938 Penalty: 2156.682617
	Iteration 18Q: 3 clusters Score -63137.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63137.085938 Penalty: 2156.682617
	Iteration 19F: 3 clusters Score -63137.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179447 members 
Mstep: Class 9 contains 22052 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57891 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 12197 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 11475 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176218 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 428 members 
Entering Unmasked Estep 
Score: -101026328.000000 Penalty: 82904.648438
Splitting cluster 25 changes total score from -101026392.000000 to -101026328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -186387.921875 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -186387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184491.171875 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -184491.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184946.781250 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -184946.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -185109.984375 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -185110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185220.062500 Penalty: 2430.955811
	Iteration 3F: 3 clusters Score -185220.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -185295.250000 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -185295.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -185356.671875 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -185356.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -185417.968750 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -185418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -185510.875000 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -185510.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185609.734375 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -185609.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185695.609375 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -185695.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185754.968750 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -185755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185788.593750 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -185788.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -185819.828125 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -185819.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185847.937500 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -185847.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185867.578125 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -185867.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185879.687500 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -185879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185885.968750 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -185886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185889.343750 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -185889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185891.953125 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -185892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185894.437500 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -185894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185895.109375 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -185895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -185896.437500 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -185896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -185898.312500 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -185898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -185899.890625 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -185899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185900.781250 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -185900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -185902.375000 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -185902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185902.875000 Penalty: 2430.955811
	Iteration 26Q: 3 clusters Score -185902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185903.437500 Penalty: 2430.955811
	Iteration 27Q: 3 clusters Score -185903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185903.437500 Penalty: 2430.955811
	Iteration 28F: 3 clusters Score -185903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Entering Unmasked Estep 
Score: -2726964.500000 Penalty: 1650.784302
	Iteration 0F: 2 clusters Score -2726964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2709604.500000 Penalty: 3301.568604
	Iteration 0F: 3 clusters Score -2709604 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2715995.250000 Penalty: 3301.568604
	Iteration 1F: 3 clusters Score -2715995 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2716507.250000 Penalty: 3301.568604
	Iteration 2F: 3 clusters Score -2716507 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2717101.750000 Penalty: 3301.568604
	Iteration 3F: 3 clusters Score -2717102 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2717784.500000 Penalty: 3301.568604
	Iteration 4F: 3 clusters Score -2717784 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2718711.250000 Penalty: 3301.568604
	Iteration 5F: 3 clusters Score -2718711 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2719935.500000 Penalty: 3301.568604
	Iteration 6F: 3 clusters Score -2719936 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2721335.500000 Penalty: 3301.568604
	Iteration 7F: 3 clusters Score -2721336 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2722658.750000 Penalty: 3301.568604
	Iteration 8F: 3 clusters Score -2722659 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2723577.000000 Penalty: 3301.568604
	Iteration 9Q: 3 clusters Score -2723577 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2724178.500000 Penalty: 3301.568604
	Iteration 10Q: 3 clusters Score -2724178 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2724571.250000 Penalty: 3301.568604
	Iteration 11Q: 3 clusters Score -2724571 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2724845.500000 Penalty: 3301.568604
	Iteration 12Q: 3 clusters Score -2724846 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2725053.000000 Penalty: 3301.568604
	Iteration 13Q: 3 clusters Score -2725053 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2725216.250000 Penalty: 3301.568604
	Iteration 14Q: 3 clusters Score -2725216 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2725350.250000 Penalty: 3301.568604
	Iteration 15Q: 3 clusters Score -2725350 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2725483.250000 Penalty: 3301.568604
	Iteration 16Q: 3 clusters Score -2725483 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2725575.750000 Penalty: 3301.568604
	Iteration 17Q: 3 clusters Score -2725576 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2725671.250000 Penalty: 3301.568604
	Iteration 18Q: 3 clusters Score -2725671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2725738.750000 Penalty: 3301.568604
	Iteration 19Q: 3 clusters Score -2725739 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2725810.000000 Penalty: 3301.568604
	Iteration 20F: 3 clusters Score -2725810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2725888.500000 Penalty: 3301.568604
	Iteration 21Q: 3 clusters Score -2725888 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2725923.250000 Penalty: 3301.568604
	Iteration 22Q: 3 clusters Score -2725923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2725962.000000 Penalty: 3301.568604
	Iteration 23Q: 3 clusters Score -2725962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2725983.750000 Penalty: 3301.568604
	Iteration 24Q: 3 clusters Score -2725984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2726008.750000 Penalty: 3301.568604
	Iteration 25Q: 3 clusters Score -2726009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2726025.500000 Penalty: 3301.568604
	Iteration 26Q: 3 clusters Score -2726026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2726029.250000 Penalty: 3301.568604
	Iteration 27Q: 3 clusters Score -2726029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2726038.500000 Penalty: 3301.568604
	Iteration 28Q: 3 clusters Score -2726038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2726038.000000 Penalty: 3301.568604
	Iteration 29Q: 3 clusters Score -2726038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2726048.750000 Penalty: 3301.568604
	Iteration 30Q: 3 clusters Score -2726049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2726062.000000 Penalty: 3301.568604
	Iteration 31Q: 3 clusters Score -2726062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2726069.750000 Penalty: 3301.568604
	Iteration 32Q: 3 clusters Score -2726070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2726072.500000 Penalty: 3301.568604
	Iteration 33Q: 3 clusters Score -2726072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2726073.750000 Penalty: 3301.568604
	Iteration 34Q: 3 clusters Score -2726074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2726077.500000 Penalty: 3301.568604
	Iteration 35Q: 3 clusters Score -2726078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2726082.000000 Penalty: 3301.568604
	Iteration 36Q: 3 clusters Score -2726082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2726093.500000 Penalty: 3301.568604
	Iteration 37Q: 3 clusters Score -2726094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2726095.250000 Penalty: 3301.568604
	Iteration 38Q: 3 clusters Score -2726095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2726099.750000 Penalty: 3301.568604
	Iteration 39Q: 3 clusters Score -2726100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2726111.250000 Penalty: 3301.568604
	Iteration 40F: 3 clusters Score -2726111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2726109.250000 Penalty: 3301.568604
	Iteration 41Q: 3 clusters Score -2726109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2726112.500000 Penalty: 3301.568604
	Iteration 42Q: 3 clusters Score -2726112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2726117.500000 Penalty: 3301.568604
	Iteration 43Q: 3 clusters Score -2726118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2726121.000000 Penalty: 3301.568604
	Iteration 44Q: 3 clusters Score -2726121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2726122.750000 Penalty: 3301.568604
	Iteration 45Q: 3 clusters Score -2726123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2726124.500000 Penalty: 3301.568604
	Iteration 46Q: 3 clusters Score -2726124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2726131.250000 Penalty: 3301.568604
	Iteration 47Q: 3 clusters Score -2726131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2726137.250000 Penalty: 3301.568604
	Iteration 48Q: 3 clusters Score -2726137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2726139.750000 Penalty: 3301.568604
	Iteration 49Q: 3 clusters Score -2726140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2726146.000000 Penalty: 3301.568604
	Iteration 50Q: 3 clusters Score -2726146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2726147.750000 Penalty: 3301.568604
	Iteration 51Q: 3 clusters Score -2726148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2726151.000000 Penalty: 3301.568604
	Iteration 52Q: 3 clusters Score -2726151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2726153.750000 Penalty: 3301.568604
	Iteration 53Q: 3 clusters Score -2726154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2726158.250000 Penalty: 3301.568604
	Iteration 54Q: 3 clusters Score -2726158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2726163.500000 Penalty: 3301.568604
	Iteration 55Q: 3 clusters Score -2726164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2726166.250000 Penalty: 3301.568604
	Iteration 56Q: 3 clusters Score -2726166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2726163.750000 Penalty: 3301.568604
	Iteration 57Q: 3 clusters Score -2726164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2726165.750000 Penalty: 3301.568604
	Iteration 58Q: 3 clusters Score -2726166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2726168.250000 Penalty: 3301.568604
	Iteration 59Q: 3 clusters Score -2726168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2726171.250000 Penalty: 3301.568604
	Iteration 60F: 3 clusters Score -2726171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2726170.000000 Penalty: 3301.568604
	Iteration 61Q: 3 clusters Score -2726170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2726167.500000 Penalty: 3301.568604
	Iteration 62Q: 3 clusters Score -2726168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2726167.500000 Penalty: 3301.568604
	Iteration 63F: 3 clusters Score -2726168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -730901.250000 Penalty: 1441.915894
	Iteration 0F: 2 clusters Score -730901.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -725630.250000 Penalty: 2883.831787
	Iteration 0F: 3 clusters Score -725630.2 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -727570.375000 Penalty: 2883.831787
	Iteration 1F: 3 clusters Score -727570.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -728083.062500 Penalty: 2883.831787
	Iteration 2F: 3 clusters Score -728083.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -728530.875000 Penalty: 2883.831787
	Iteration 3F: 3 clusters Score -728530.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -728907.187500 Penalty: 2883.831787
	Iteration 4F: 3 clusters Score -728907.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -729204.687500 Penalty: 2883.831787
	Iteration 5F: 3 clusters Score -729204.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -729401.750000 Penalty: 2883.831787
	Iteration 6F: 3 clusters Score -729401.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -729531.625000 Penalty: 2883.831787
	Iteration 7Q: 3 clusters Score -729531.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -729632.250000 Penalty: 2883.831787
	Iteration 8Q: 3 clusters Score -729632.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -729717.812500 Penalty: 2883.831787
	Iteration 9Q: 3 clusters Score -729717.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -729785.062500 Penalty: 2883.831787
	Iteration 10Q: 3 clusters Score -729785.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -729858.812500 Penalty: 2883.831787
	Iteration 11Q: 3 clusters Score -729858.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -729920.312500 Penalty: 2883.831787
	Iteration 12Q: 3 clusters Score -729920.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -729979.875000 Penalty: 2883.831787
	Iteration 13Q: 3 clusters Score -729979.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -730034.937500 Penalty: 2883.831787
	Iteration 14Q: 3 clusters Score -730034.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -730082.437500 Penalty: 2883.831787
	Iteration 15Q: 3 clusters Score -730082.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -730120.812500 Penalty: 2883.831787
	Iteration 16Q: 3 clusters Score -730120.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -730156.312500 Penalty: 2883.831787
	Iteration 17Q: 3 clusters Score -730156.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -730195.875000 Penalty: 2883.831787
	Iteration 18Q: 3 clusters Score -730195.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -730227.250000 Penalty: 2883.831787
	Iteration 19Q: 3 clusters Score -730227.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -730252.750000 Penalty: 2883.831787
	Iteration 20F: 3 clusters Score -730252.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -730280.500000 Penalty: 2883.831787
	Iteration 21Q: 3 clusters Score -730280.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -730310.562500 Penalty: 2883.831787
	Iteration 22Q: 3 clusters Score -730310.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -730334.937500 Penalty: 2883.831787
	Iteration 23Q: 3 clusters Score -730334.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -730368.687500 Penalty: 2883.831787
	Iteration 24Q: 3 clusters Score -730368.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -730391.562500 Penalty: 2883.831787
	Iteration 25Q: 3 clusters Score -730391.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -730417.062500 Penalty: 2883.831787
	Iteration 26Q: 3 clusters Score -730417.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -730435.250000 Penalty: 2883.831787
	Iteration 27Q: 3 clusters Score -730435.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -730448.875000 Penalty: 2883.831787
	Iteration 28Q: 3 clusters Score -730448.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -730460.500000 Penalty: 2883.831787
	Iteration 29Q: 3 clusters Score -730460.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -730476.937500 Penalty: 2883.831787
	Iteration 30Q: 3 clusters Score -730476.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -730485.750000 Penalty: 2883.831787
	Iteration 31Q: 3 clusters Score -730485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -730490.375000 Penalty: 2883.831787
	Iteration 32Q: 3 clusters Score -730490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -730496.937500 Penalty: 2883.831787
	Iteration 33Q: 3 clusters Score -730496.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -730500.250000 Penalty: 2883.831787
	Iteration 34Q: 3 clusters Score -730500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -730503.312500 Penalty: 2883.831787
	Iteration 35Q: 3 clusters Score -730503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -730504.187500 Penalty: 2883.831787
	Iteration 36Q: 3 clusters Score -730504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -730504.250000 Penalty: 2883.831787
	Iteration 37Q: 3 clusters Score -730504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -730504.125000 Penalty: 2883.831787
	Iteration 38Q: 3 clusters Score -730504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -730504.937500 Penalty: 2883.831787
	Iteration 39Q: 3 clusters Score -730504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -730505.500000 Penalty: 2883.831787
	Iteration 40F: 3 clusters Score -730505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -730506.562500 Penalty: 2883.831787
	Iteration 41Q: 3 clusters Score -730506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -730507.000000 Penalty: 2883.831787
	Iteration 42Q: 3 clusters Score -730507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -730507.812500 Penalty: 2883.831787
	Iteration 43Q: 3 clusters Score -730507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -730508.437500 Penalty: 2883.831787
	Iteration 44Q: 3 clusters Score -730508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -730509.750000 Penalty: 2883.831787
	Iteration 45Q: 3 clusters Score -730509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -730509.250000 Penalty: 2883.831787
	Iteration 46Q: 3 clusters Score -730509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -730509.250000 Penalty: 2883.831787
	Iteration 47F: 3 clusters Score -730509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1162704.125000 Penalty: 1519.037964
	Iteration 0F: 2 clusters Score -1162704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1154612.375000 Penalty: 3038.075928
	Iteration 0F: 3 clusters Score -1154612 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1157484.500000 Penalty: 3038.075928
	Iteration 1F: 3 clusters Score -1157484 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1158186.250000 Penalty: 3038.075928
	Iteration 2F: 3 clusters Score -1158186 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1159055.250000 Penalty: 3038.075928
	Iteration 3F: 3 clusters Score -1159055 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1160047.750000 Penalty: 3038.075928
	Iteration 4F: 3 clusters Score -1160048 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1160849.750000 Penalty: 3038.075928
	Iteration 5F: 3 clusters Score -1160850 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1161307.625000 Penalty: 3038.075928
	Iteration 6F: 3 clusters Score -1161308 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1161534.000000 Penalty: 3038.075928
	Iteration 7Q: 3 clusters Score -1161534 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1161656.250000 Penalty: 3038.075928
	Iteration 8Q: 3 clusters Score -1161656 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1161719.625000 Penalty: 3038.075928
	Iteration 9Q: 3 clusters Score -1161720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1161761.375000 Penalty: 3038.075928
	Iteration 10Q: 3 clusters Score -1161761 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1161786.750000 Penalty: 3038.075928
	Iteration 11Q: 3 clusters Score -1161787 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1161825.250000 Penalty: 3038.075928
	Iteration 12Q: 3 clusters Score -1161825 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1161862.250000 Penalty: 3038.075928
	Iteration 13Q: 3 clusters Score -1161862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1161885.125000 Penalty: 3038.075928
	Iteration 14Q: 3 clusters Score -1161885 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1161918.250000 Penalty: 3038.075928
	Iteration 15Q: 3 clusters Score -1161918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1161943.875000 Penalty: 3038.075928
	Iteration 16Q: 3 clusters Score -1161944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1161967.750000 Penalty: 3038.075928
	Iteration 17Q: 3 clusters Score -1161968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1161986.250000 Penalty: 3038.075928
	Iteration 18Q: 3 clusters Score -1161986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1162002.375000 Penalty: 3038.075928
	Iteration 19Q: 3 clusters Score -1162002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1162017.250000 Penalty: 3038.075928
	Iteration 20F: 3 clusters Score -1162017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1162030.625000 Penalty: 3038.075928
	Iteration 21Q: 3 clusters Score -1162031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1162040.375000 Penalty: 3038.075928
	Iteration 22Q: 3 clusters Score -1162040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1162046.625000 Penalty: 3038.075928
	Iteration 23Q: 3 clusters Score -1162047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1162053.375000 Penalty: 3038.075928
	Iteration 24Q: 3 clusters Score -1162053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1162058.500000 Penalty: 3038.075928
	Iteration 25Q: 3 clusters Score -1162058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1162061.625000 Penalty: 3038.075928
	Iteration 26Q: 3 clusters Score -1162062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1162070.625000 Penalty: 3038.075928
	Iteration 27Q: 3 clusters Score -1162071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1162076.625000 Penalty: 3038.075928
	Iteration 28Q: 3 clusters Score -1162077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1162086.250000 Penalty: 3038.075928
	Iteration 29Q: 3 clusters Score -1162086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1162093.250000 Penalty: 3038.075928
	Iteration 30Q: 3 clusters Score -1162093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1162093.750000 Penalty: 3038.075928
	Iteration 31Q: 3 clusters Score -1162094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1162100.250000 Penalty: 3038.075928
	Iteration 32Q: 3 clusters Score -1162100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1162105.375000 Penalty: 3038.075928
	Iteration 33Q: 3 clusters Score -1162105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1162105.375000 Penalty: 3038.075928
	Iteration 34Q: 3 clusters Score -1162105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1162107.500000 Penalty: 3038.075928
	Iteration 35Q: 3 clusters Score -1162108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1162111.125000 Penalty: 3038.075928
	Iteration 36Q: 3 clusters Score -1162111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1162116.500000 Penalty: 3038.075928
	Iteration 37Q: 3 clusters Score -1162116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1162116.625000 Penalty: 3038.075928
	Iteration 38Q: 3 clusters Score -1162117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1162117.875000 Penalty: 3038.075928
	Iteration 39Q: 3 clusters Score -1162118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1162117.500000 Penalty: 3038.075928
	Iteration 40F: 3 clusters Score -1162118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1162123.250000 Penalty: 3038.075928
	Iteration 41Q: 3 clusters Score -1162123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1162122.125000 Penalty: 3038.075928
	Iteration 42Q: 3 clusters Score -1162122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1162124.625000 Penalty: 3038.075928
	Iteration 43Q: 3 clusters Score -1162125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1162124.625000 Penalty: 3038.075928
	Iteration 44Q: 3 clusters Score -1162125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1162125.750000 Penalty: 3038.075928
	Iteration 45Q: 3 clusters Score -1162126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1162129.000000 Penalty: 3038.075928
	Iteration 46Q: 3 clusters Score -1162129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1162131.000000 Penalty: 3038.075928
	Iteration 47Q: 3 clusters Score -1162131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1162131.125000 Penalty: 3038.075928
	Iteration 48Q: 3 clusters Score -1162131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1162133.500000 Penalty: 3038.075928
	Iteration 49Q: 3 clusters Score -1162134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1162132.875000 Penalty: 3038.075928
	Iteration 50Q: 3 clusters Score -1162133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1162134.375000 Penalty: 3038.075928
	Iteration 51Q: 3 clusters Score -1162134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1162132.500000 Penalty: 3038.075928
	Iteration 52Q: 3 clusters Score -1162132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1162131.375000 Penalty: 3038.075928
	Iteration 53Q: 3 clusters Score -1162131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1162131.375000 Penalty: 3038.075928
	Iteration 54F: 3 clusters Score -1162131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Entering Unmasked Estep 
Score: -1957194.125000 Penalty: 1591.852295
	Iteration 0F: 2 clusters Score -1957194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1944984.000000 Penalty: 3183.704590
	Iteration 0F: 3 clusters Score -1944984 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1949221.750000 Penalty: 3183.704590
	Iteration 1F: 3 clusters Score -1949222 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1949534.000000 Penalty: 3183.704590
	Iteration 2F: 3 clusters Score -1949534 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1949901.750000 Penalty: 3183.704590
	Iteration 3Q: 3 clusters Score -1949902 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1950364.125000 Penalty: 3183.704590
	Iteration 4Q: 3 clusters Score -1950364 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1950915.875000 Penalty: 3183.704590
	Iteration 5F: 3 clusters Score -1950916 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1951561.375000 Penalty: 3183.704590
	Iteration 6F: 3 clusters Score -1951561 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1952298.750000 Penalty: 3183.704590
	Iteration 7F: 3 clusters Score -1952299 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1953095.000000 Penalty: 3183.704590
	Iteration 8F: 3 clusters Score -1953095 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1953802.000000 Penalty: 3183.704590
	Iteration 9F: 3 clusters Score -1953802 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1954340.750000 Penalty: 3183.704590
	Iteration 10Q: 3 clusters Score -1954341 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1954708.750000 Penalty: 3183.704590
	Iteration 11Q: 3 clusters Score -1954709 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1954972.625000 Penalty: 3183.704590
	Iteration 12Q: 3 clusters Score -1954973 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1955155.125000 Penalty: 3183.704590
	Iteration 13Q: 3 clusters Score -1955155 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1955287.125000 Penalty: 3183.704590
	Iteration 14Q: 3 clusters Score -1955287 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1955386.750000 Penalty: 3183.704590
	Iteration 15Q: 3 clusters Score -1955387 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1955462.375000 Penalty: 3183.704590
	Iteration 16Q: 3 clusters Score -1955462 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1955533.375000 Penalty: 3183.704590
	Iteration 17Q: 3 clusters Score -1955533 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1955605.000000 Penalty: 3183.704590
	Iteration 18Q: 3 clusters Score -1955605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1955667.875000 Penalty: 3183.704590
	Iteration 19Q: 3 clusters Score -1955668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1955725.250000 Penalty: 3183.704590
	Iteration 20F: 3 clusters Score -1955725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1955760.875000 Penalty: 3183.704590
	Iteration 21Q: 3 clusters Score -1955761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1955798.375000 Penalty: 3183.704590
	Iteration 22Q: 3 clusters Score -1955798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1955812.750000 Penalty: 3183.704590
	Iteration 23Q: 3 clusters Score -1955813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1955819.375000 Penalty: 3183.704590
	Iteration 24Q: 3 clusters Score -1955819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1955826.500000 Penalty: 3183.704590
	Iteration 25Q: 3 clusters Score -1955826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1955834.375000 Penalty: 3183.704590
	Iteration 26Q: 3 clusters Score -1955834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1955841.500000 Penalty: 3183.704590
	Iteration 27Q: 3 clusters Score -1955842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1955840.000000 Penalty: 3183.704590
	Iteration 28Q: 3 clusters Score -1955840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1955847.625000 Penalty: 3183.704590
	Iteration 29Q: 3 clusters Score -1955848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1955853.375000 Penalty: 3183.704590
	Iteration 30Q: 3 clusters Score -1955853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1955858.000000 Penalty: 3183.704590
	Iteration 31Q: 3 clusters Score -1955858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1955863.500000 Penalty: 3183.704590
	Iteration 32Q: 3 clusters Score -1955864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1955868.000000 Penalty: 3183.704590
	Iteration 33Q: 3 clusters Score -1955868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1955879.000000 Penalty: 3183.704590
	Iteration 34Q: 3 clusters Score -1955879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1955893.875000 Penalty: 3183.704590
	Iteration 35Q: 3 clusters Score -1955894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1955901.625000 Penalty: 3183.704590
	Iteration 36Q: 3 clusters Score -1955902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1955912.875000 Penalty: 3183.704590
	Iteration 37Q: 3 clusters Score -1955913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1955923.875000 Penalty: 3183.704590
	Iteration 38Q: 3 clusters Score -1955924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1955935.375000 Penalty: 3183.704590
	Iteration 39Q: 3 clusters Score -1955935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1955941.000000 Penalty: 3183.704590
	Iteration 40F: 3 clusters Score -1955941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1955947.500000 Penalty: 3183.704590
	Iteration 41Q: 3 clusters Score -1955948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1955953.875000 Penalty: 3183.704590
	Iteration 42Q: 3 clusters Score -1955954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1955958.000000 Penalty: 3183.704590
	Iteration 43Q: 3 clusters Score -1955958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1955962.750000 Penalty: 3183.704590
	Iteration 44Q: 3 clusters Score -1955963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1955964.125000 Penalty: 3183.704590
	Iteration 45Q: 3 clusters Score -1955964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1955970.750000 Penalty: 3183.704590
	Iteration 46Q: 3 clusters Score -1955971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1955973.125000 Penalty: 3183.704590
	Iteration 47Q: 3 clusters Score -1955973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1955973.500000 Penalty: 3183.704590
	Iteration 48Q: 3 clusters Score -1955974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1955978.250000 Penalty: 3183.704590
	Iteration 49Q: 3 clusters Score -1955978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1955980.250000 Penalty: 3183.704590
	Iteration 50Q: 3 clusters Score -1955980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1955980.375000 Penalty: 3183.704590
	Iteration 51Q: 3 clusters Score -1955980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1955979.750000 Penalty: 3183.704590
	Iteration 52Q: 3 clusters Score -1955980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1955981.500000 Penalty: 3183.704590
	Iteration 53Q: 3 clusters Score -1955982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1955983.750000 Penalty: 3183.704590
	Iteration 54Q: 3 clusters Score -1955984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1955983.750000 Penalty: 3183.704590
	Iteration 55F: 3 clusters Score -1955984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -919802.812500 Penalty: 1474.311523
	Iteration 0F: 2 clusters Score -919802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -913487.937500 Penalty: 2948.623047
	Iteration 0F: 3 clusters Score -913487.9 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -915470.187500 Penalty: 2948.623047
	Iteration 1F: 3 clusters Score -915470.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -915675.250000 Penalty: 2948.623047
	Iteration 2F: 3 clusters Score -915675.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -915843.500000 Penalty: 2948.623047
	Iteration 3Q: 3 clusters Score -915843.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -915980.000000 Penalty: 2948.623047
	Iteration 4Q: 3 clusters Score -915980 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -916109.437500 Penalty: 2948.623047
	Iteration 5Q: 3 clusters Score -916109.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -916205.687500 Penalty: 2948.623047
	Iteration 6Q: 3 clusters Score -916205.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -916306.125000 Penalty: 2948.623047
	Iteration 7Q: 3 clusters Score -916306.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -916418.687500 Penalty: 2948.623047
	Iteration 8Q: 3 clusters Score -916418.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -916539.125000 Penalty: 2948.623047
	Iteration 9Q: 3 clusters Score -916539.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -916677.250000 Penalty: 2948.623047
	Iteration 10Q: 3 clusters Score -916677.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -916835.937500 Penalty: 2948.623047
	Iteration 11Q: 3 clusters Score -916835.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -917024.500000 Penalty: 2948.623047
	Iteration 12Q: 3 clusters Score -917024.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -917219.750000 Penalty: 2948.623047
	Iteration 13Q: 3 clusters Score -917219.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -917390.062500 Penalty: 2948.623047
	Iteration 14Q: 3 clusters Score -917390.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -917547.000000 Penalty: 2948.623047
	Iteration 15Q: 3 clusters Score -917547 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -917679.937500 Penalty: 2948.623047
	Iteration 16Q: 3 clusters Score -917679.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -917784.562500 Penalty: 2948.623047
	Iteration 17Q: 3 clusters Score -917784.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -917858.812500 Penalty: 2948.623047
	Iteration 18Q: 3 clusters Score -917858.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -917910.625000 Penalty: 2948.623047
	Iteration 19Q: 3 clusters Score -917910.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -917955.437500 Penalty: 2948.623047
	Iteration 20F: 3 clusters Score -917955.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -918001.812500 Penalty: 2948.623047
	Iteration 21Q: 3 clusters Score -918001.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -918038.375000 Penalty: 2948.623047
	Iteration 22Q: 3 clusters Score -918038.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -918081.500000 Penalty: 2948.623047
	Iteration 23Q: 3 clusters Score -918081.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -918125.812500 Penalty: 2948.623047
	Iteration 24Q: 3 clusters Score -918125.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -918161.437500 Penalty: 2948.623047
	Iteration 25Q: 3 clusters Score -918161.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -918189.000000 Penalty: 2948.623047
	Iteration 26Q: 3 clusters Score -918189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -918213.312500 Penalty: 2948.623047
	Iteration 27Q: 3 clusters Score -918213.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -918235.937500 Penalty: 2948.623047
	Iteration 28Q: 3 clusters Score -918235.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -918255.937500 Penalty: 2948.623047
	Iteration 29Q: 3 clusters Score -918255.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -918274.375000 Penalty: 2948.623047
	Iteration 30Q: 3 clusters Score -918274.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -918287.250000 Penalty: 2948.623047
	Iteration 31Q: 3 clusters Score -918287.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -918299.375000 Penalty: 2948.623047
	Iteration 32Q: 3 clusters Score -918299.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -918312.875000 Penalty: 2948.623047
	Iteration 33Q: 3 clusters Score -918312.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -918327.000000 Penalty: 2948.623047
	Iteration 34Q: 3 clusters Score -918327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -918346.062500 Penalty: 2948.623047
	Iteration 35Q: 3 clusters Score -918346.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -918366.250000 Penalty: 2948.623047
	Iteration 36Q: 3 clusters Score -918366.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -918377.812500 Penalty: 2948.623047
	Iteration 37Q: 3 clusters Score -918377.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -918391.312500 Penalty: 2948.623047
	Iteration 38Q: 3 clusters Score -918391.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -918404.687500 Penalty: 2948.623047
	Iteration 39Q: 3 clusters Score -918404.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -918416.062500 Penalty: 2948.623047
	Iteration 40F: 3 clusters Score -918416.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -918428.500000 Penalty: 2948.623047
	Iteration 41Q: 3 clusters Score -918428.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -918440.750000 Penalty: 2948.623047
	Iteration 42Q: 3 clusters Score -918440.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -918448.625000 Penalty: 2948.623047
	Iteration 43Q: 3 clusters Score -918448.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -918457.562500 Penalty: 2948.623047
	Iteration 44Q: 3 clusters Score -918457.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -918465.375000 Penalty: 2948.623047
	Iteration 45Q: 3 clusters Score -918465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -918467.375000 Penalty: 2948.623047
	Iteration 46Q: 3 clusters Score -918467.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -918474.562500 Penalty: 2948.623047
	Iteration 47Q: 3 clusters Score -918474.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -918478.625000 Penalty: 2948.623047
	Iteration 48Q: 3 clusters Score -918478.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -918483.750000 Penalty: 2948.623047
	Iteration 49Q: 3 clusters Score -918483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -918489.500000 Penalty: 2948.623047
	Iteration 50Q: 3 clusters Score -918489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -918494.375000 Penalty: 2948.623047
	Iteration 51Q: 3 clusters Score -918494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -918498.187500 Penalty: 2948.623047
	Iteration 52Q: 3 clusters Score -918498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -918502.375000 Penalty: 2948.623047
	Iteration 53Q: 3 clusters Score -918502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -918510.687500 Penalty: 2948.623047
	Iteration 54Q: 3 clusters Score -918510.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -918515.062500 Penalty: 2948.623047
	Iteration 55Q: 3 clusters Score -918515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -918524.187500 Penalty: 2948.623047
	Iteration 56Q: 3 clusters Score -918524.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -918528.750000 Penalty: 2948.623047
	Iteration 57Q: 3 clusters Score -918528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -918530.125000 Penalty: 2948.623047
	Iteration 58Q: 3 clusters Score -918530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -918533.375000 Penalty: 2948.623047
	Iteration 59Q: 3 clusters Score -918533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -918540.375000 Penalty: 2948.623047
	Iteration 60F: 3 clusters Score -918540.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -918545.312500 Penalty: 2948.623047
	Iteration 61Q: 3 clusters Score -918545.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -918550.312500 Penalty: 2948.623047
	Iteration 62Q: 3 clusters Score -918550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -918552.375000 Penalty: 2948.623047
	Iteration 63Q: 3 clusters Score -918552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -918555.687500 Penalty: 2948.623047
	Iteration 64Q: 3 clusters Score -918555.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -918558.125000 Penalty: 2948.623047
	Iteration 65Q: 3 clusters Score -918558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -918559.750000 Penalty: 2948.623047
	Iteration 66Q: 3 clusters Score -918559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -918561.625000 Penalty: 2948.623047
	Iteration 67Q: 3 clusters Score -918561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -918561.062500 Penalty: 2948.623047
	Iteration 68Q: 3 clusters Score -918561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -918560.625000 Penalty: 2948.623047
	Iteration 69Q: 3 clusters Score -918560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -918562.062500 Penalty: 2948.623047
	Iteration 70Q: 3 clusters Score -918562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -918563.875000 Penalty: 2948.623047
	Iteration 71Q: 3 clusters Score -918563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -918563.875000 Penalty: 2948.623047
	Iteration 72F: 3 clusters Score -918563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -72747.437500 Penalty: 1096.100952
	Iteration 0F: 2 clusters Score -72747.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71480.796875 Penalty: 2192.201904
	Iteration 0F: 3 clusters Score -71480.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71728.859375 Penalty: 2192.201904
	Iteration 1F: 3 clusters Score -71728.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71817.046875 Penalty: 2192.201904
	Iteration 2F: 3 clusters Score -71817.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71902.757812 Penalty: 2192.201904
	Iteration 3F: 3 clusters Score -71902.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71962.843750 Penalty: 2192.201904
	Iteration 4Q: 3 clusters Score -71962.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72013.054688 Penalty: 2192.201904
	Iteration 5Q: 3 clusters Score -72013.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72041.781250 Penalty: 2192.201904
	Iteration 6Q: 3 clusters Score -72041.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72053.867188 Penalty: 2192.201904
	Iteration 7Q: 3 clusters Score -72053.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72057.585938 Penalty: 2192.201904
	Iteration 8Q: 3 clusters Score -72057.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72064.617188 Penalty: 2192.201904
	Iteration 9Q: 3 clusters Score -72064.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72069.492188 Penalty: 2192.201904
	Iteration 10Q: 3 clusters Score -72069.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72076.015625 Penalty: 2192.201904
	Iteration 11Q: 3 clusters Score -72076.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72080.273438 Penalty: 2192.201904
	Iteration 12Q: 3 clusters Score -72080.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72083.851562 Penalty: 2192.201904
	Iteration 13Q: 3 clusters Score -72083.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72089.320312 Penalty: 2192.201904
	Iteration 14Q: 3 clusters Score -72089.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72092.351562 Penalty: 2192.201904
	Iteration 15Q: 3 clusters Score -72092.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72092.351562 Penalty: 2192.201904
	Iteration 16F: 3 clusters Score -72092.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (176218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176218 members 
Entering Unmasked Estep 
Score: -18633096.000000 Penalty: 1962.915039
	Iteration 0F: 2 clusters Score -1.86331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -18515318.000000 Penalty: 3925.830078
	Iteration 0F: 3 clusters Score -1.851532e+07 nChanged 85084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -18565020.000000 Penalty: 3925.830078
	Iteration 1F: 3 clusters Score -1.856502e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -18565758.000000 Penalty: 3925.830078
	Iteration 2Q: 3 clusters Score -1.856576e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -18566670.000000 Penalty: 3925.830078
	Iteration 3Q: 3 clusters Score -1.856667e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -18567474.000000 Penalty: 3925.830078
	Iteration 4Q: 3 clusters Score -1.856747e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -18568372.000000 Penalty: 3925.830078
	Iteration 5Q: 3 clusters Score -1.856837e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -18569438.000000 Penalty: 3925.830078
	Iteration 6Q: 3 clusters Score -1.856944e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -18570706.000000 Penalty: 3925.830078
	Iteration 7Q: 3 clusters Score -1.857071e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -18572542.000000 Penalty: 3925.830078
	Iteration 8Q: 3 clusters Score -1.857254e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -18575170.000000 Penalty: 3925.830078
	Iteration 9Q: 3 clusters Score -1.857517e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -18579006.000000 Penalty: 3925.830078
	Iteration 10Q: 3 clusters Score -1.857901e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -18584810.000000 Penalty: 3925.830078
	Iteration 11Q: 3 clusters Score -1.858481e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -18592168.000000 Penalty: 3925.830078
	Iteration 12F: 3 clusters Score -1.859217e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120993 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -18599290.000000 Penalty: 3925.830078
	Iteration 13F: 3 clusters Score -1.859929e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -18603586.000000 Penalty: 3925.830078
	Iteration 14Q: 3 clusters Score -1.860359e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -18605894.000000 Penalty: 3925.830078
	Iteration 15Q: 3 clusters Score -1.860589e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132780 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -18607592.000000 Penalty: 3925.830078
	Iteration 16Q: 3 clusters Score -1.860759e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -18609090.000000 Penalty: 3925.830078
	Iteration 17Q: 3 clusters Score -1.860909e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140536 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -18610538.000000 Penalty: 3925.830078
	Iteration 18Q: 3 clusters Score -1.861054e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144354 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -18612070.000000 Penalty: 3925.830078
	Iteration 19Q: 3 clusters Score -1.861207e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -18613674.000000 Penalty: 3925.830078
	Iteration 20F: 3 clusters Score -1.861367e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -18615562.000000 Penalty: 3925.830078
	Iteration 21Q: 3 clusters Score -1.861556e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -18617694.000000 Penalty: 3925.830078
	Iteration 22Q: 3 clusters Score -1.861769e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159713 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -18619852.000000 Penalty: 3925.830078
	Iteration 23Q: 3 clusters Score -1.861985e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -18622014.000000 Penalty: 3925.830078
	Iteration 24Q: 3 clusters Score -1.862201e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -18624112.000000 Penalty: 3925.830078
	Iteration 25Q: 3 clusters Score -1.862411e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -18625902.000000 Penalty: 3925.830078
	Iteration 26Q: 3 clusters Score -1.86259e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -18627608.000000 Penalty: 3925.830078
	Iteration 27Q: 3 clusters Score -1.862761e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173004 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -18629032.000000 Penalty: 3925.830078
	Iteration 28Q: 3 clusters Score -1.862903e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174353 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18630120.000000 Penalty: 3925.830078
	Iteration 29Q: 3 clusters Score -1.863012e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175150 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -18630726.000000 Penalty: 3925.830078
	Iteration 30Q: 3 clusters Score -1.863073e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18631022.000000 Penalty: 3925.830078
	Iteration 31Q: 3 clusters Score -1.863102e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175786 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18631150.000000 Penalty: 3925.830078
	Iteration 32Q: 3 clusters Score -1.863115e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175877 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18631250.000000 Penalty: 3925.830078
	Iteration 33Q: 3 clusters Score -1.863125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175927 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18631290.000000 Penalty: 3925.830078
	Iteration 34Q: 3 clusters Score -1.863129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18631332.000000 Penalty: 3925.830078
	Iteration 35Q: 3 clusters Score -1.863133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18631362.000000 Penalty: 3925.830078
	Iteration 36Q: 3 clusters Score -1.863136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175990 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18631356.000000 Penalty: 3925.830078
	Iteration 37Q: 3 clusters Score -1.863136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175996 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18631358.000000 Penalty: 3925.830078
	Iteration 38Q: 3 clusters Score -1.863136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176000 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18631350.000000 Penalty: 3925.830078
	Iteration 39Q: 3 clusters Score -1.863135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176003 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18631350.000000 Penalty: 3925.830078
	Iteration 40F: 3 clusters Score -1.863135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176004 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18631346.000000 Penalty: 3925.830078
	Iteration 41Q: 3 clusters Score -1.863135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176004 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18631346.000000 Penalty: 3925.830078
	Iteration 42F: 3 clusters Score -1.863135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -127118.945312 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -127118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -125518.828125 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -125518.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -125838.250000 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -125838.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -125973.960938 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -125974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126048.882812 Penalty: 2302.917969
	Iteration 3F: 3 clusters Score -126048.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -126083.914062 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -126083.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126108.898438 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -126108.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126136.968750 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -126137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126167.476562 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -126167.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126194.406250 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -126194.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126215.671875 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -126215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126224.687500 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -126224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126232.093750 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -126232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126238.382812 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -126238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126243.664062 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -126243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126248.226562 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -126248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126249.835938 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -126249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126253.039062 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -126253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126253.242188 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -126253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126254.132812 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -126254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126255.390625 Penalty: 2302.917969
	Iteration 19Q: 3 clusters Score -126255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -126255.578125 Penalty: 2302.917969
	Iteration 20F: 3 clusters Score -126255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1129923.500000 Penalty: 1501.641357
	Iteration 0F: 2 clusters Score -1129924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1122528.000000 Penalty: 3003.282715
	Iteration 0F: 3 clusters Score -1122528 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1124833.375000 Penalty: 3003.282715
	Iteration 1F: 3 clusters Score -1124833 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1125050.875000 Penalty: 3003.282715
	Iteration 2F: 3 clusters Score -1125051 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1125239.000000 Penalty: 3003.282715
	Iteration 3Q: 3 clusters Score -1125239 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1125409.500000 Penalty: 3003.282715
	Iteration 4Q: 3 clusters Score -1125410 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1125582.500000 Penalty: 3003.282715
	Iteration 5Q: 3 clusters Score -1125582 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1125762.750000 Penalty: 3003.282715
	Iteration 6Q: 3 clusters Score -1125763 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1125983.375000 Penalty: 3003.282715
	Iteration 7Q: 3 clusters Score -1125983 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1126216.250000 Penalty: 3003.282715
	Iteration 8Q: 3 clusters Score -1126216 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1126491.375000 Penalty: 3003.282715
	Iteration 9Q: 3 clusters Score -1126491 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1126791.750000 Penalty: 3003.282715
	Iteration 10Q: 3 clusters Score -1126792 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1127068.000000 Penalty: 3003.282715
	Iteration 11Q: 3 clusters Score -1127068 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1127325.750000 Penalty: 3003.282715
	Iteration 12Q: 3 clusters Score -1127326 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1127520.875000 Penalty: 3003.282715
	Iteration 13Q: 3 clusters Score -1127521 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1127669.500000 Penalty: 3003.282715
	Iteration 14Q: 3 clusters Score -1127670 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1127793.500000 Penalty: 3003.282715
	Iteration 15Q: 3 clusters Score -1127794 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1127877.000000 Penalty: 3003.282715
	Iteration 16Q: 3 clusters Score -1127877 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1127933.500000 Penalty: 3003.282715
	Iteration 17Q: 3 clusters Score -1127934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1127984.000000 Penalty: 3003.282715
	Iteration 18Q: 3 clusters Score -1127984 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1128031.875000 Penalty: 3003.282715
	Iteration 19Q: 3 clusters Score -1128032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1128065.500000 Penalty: 3003.282715
	Iteration 20F: 3 clusters Score -1128066 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1128090.125000 Penalty: 3003.282715
	Iteration 21Q: 3 clusters Score -1128090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1128107.625000 Penalty: 3003.282715
	Iteration 22Q: 3 clusters Score -1128108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1128121.375000 Penalty: 3003.282715
	Iteration 23Q: 3 clusters Score -1128121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1128138.000000 Penalty: 3003.282715
	Iteration 24Q: 3 clusters Score -1128138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1128142.875000 Penalty: 3003.282715
	Iteration 25Q: 3 clusters Score -1128143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1128150.625000 Penalty: 3003.282715
	Iteration 26Q: 3 clusters Score -1128151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1128161.000000 Penalty: 3003.282715
	Iteration 27Q: 3 clusters Score -1128161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1128170.875000 Penalty: 3003.282715
	Iteration 28Q: 3 clusters Score -1128171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1128175.125000 Penalty: 3003.282715
	Iteration 29Q: 3 clusters Score -1128175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1128181.500000 Penalty: 3003.282715
	Iteration 30Q: 3 clusters Score -1128182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1128188.750000 Penalty: 3003.282715
	Iteration 31Q: 3 clusters Score -1128189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1128190.250000 Penalty: 3003.282715
	Iteration 32Q: 3 clusters Score -1128190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1128196.875000 Penalty: 3003.282715
	Iteration 33Q: 3 clusters Score -1128197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1128207.250000 Penalty: 3003.282715
	Iteration 34Q: 3 clusters Score -1128207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1128215.875000 Penalty: 3003.282715
	Iteration 35Q: 3 clusters Score -1128216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1128224.125000 Penalty: 3003.282715
	Iteration 36Q: 3 clusters Score -1128224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1128236.750000 Penalty: 3003.282715
	Iteration 37Q: 3 clusters Score -1128237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1128246.750000 Penalty: 3003.282715
	Iteration 38Q: 3 clusters Score -1128247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1128258.875000 Penalty: 3003.282715
	Iteration 39Q: 3 clusters Score -1128259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1128269.375000 Penalty: 3003.282715
	Iteration 40F: 3 clusters Score -1128269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1128279.125000 Penalty: 3003.282715
	Iteration 41Q: 3 clusters Score -1128279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1128287.625000 Penalty: 3003.282715
	Iteration 42Q: 3 clusters Score -1128288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1128293.000000 Penalty: 3003.282715
	Iteration 43Q: 3 clusters Score -1128293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1128304.250000 Penalty: 3003.282715
	Iteration 44Q: 3 clusters Score -1128304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1128313.500000 Penalty: 3003.282715
	Iteration 45Q: 3 clusters Score -1128314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1128321.000000 Penalty: 3003.282715
	Iteration 46Q: 3 clusters Score -1128321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1128327.375000 Penalty: 3003.282715
	Iteration 47Q: 3 clusters Score -1128327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1128337.000000 Penalty: 3003.282715
	Iteration 48Q: 3 clusters Score -1128337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1128339.875000 Penalty: 3003.282715
	Iteration 49Q: 3 clusters Score -1128340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1128349.250000 Penalty: 3003.282715
	Iteration 50Q: 3 clusters Score -1128349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1128356.000000 Penalty: 3003.282715
	Iteration 51Q: 3 clusters Score -1128356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1128362.125000 Penalty: 3003.282715
	Iteration 52Q: 3 clusters Score -1128362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1128365.125000 Penalty: 3003.282715
	Iteration 53Q: 3 clusters Score -1128365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1128371.625000 Penalty: 3003.282715
	Iteration 54Q: 3 clusters Score -1128372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1128378.375000 Penalty: 3003.282715
	Iteration 55Q: 3 clusters Score -1128378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1128381.375000 Penalty: 3003.282715
	Iteration 56Q: 3 clusters Score -1128381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1128383.375000 Penalty: 3003.282715
	Iteration 57Q: 3 clusters Score -1128383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1128390.875000 Penalty: 3003.282715
	Iteration 58Q: 3 clusters Score -1128391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1128398.375000 Penalty: 3003.282715
	Iteration 59Q: 3 clusters Score -1128398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1128398.500000 Penalty: 3003.282715
	Iteration 60F: 3 clusters Score -1128398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1128403.750000 Penalty: 3003.282715
	Iteration 61Q: 3 clusters Score -1128404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1128404.125000 Penalty: 3003.282715
	Iteration 62Q: 3 clusters Score -1128404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1128406.625000 Penalty: 3003.282715
	Iteration 63Q: 3 clusters Score -1128407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1128408.250000 Penalty: 3003.282715
	Iteration 64Q: 3 clusters Score -1128408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1128411.125000 Penalty: 3003.282715
	Iteration 65Q: 3 clusters Score -1128411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1128410.875000 Penalty: 3003.282715
	Iteration 66Q: 3 clusters Score -1128411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1128415.500000 Penalty: 3003.282715
	Iteration 67Q: 3 clusters Score -1128416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1128414.875000 Penalty: 3003.282715
	Iteration 68Q: 3 clusters Score -1128415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1128417.375000 Penalty: 3003.282715
	Iteration 69Q: 3 clusters Score -1128417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1128422.750000 Penalty: 3003.282715
	Iteration 70Q: 3 clusters Score -1128423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1128421.625000 Penalty: 3003.282715
	Iteration 71Q: 3 clusters Score -1128422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1128421.500000 Penalty: 3003.282715
	Iteration 72Q: 3 clusters Score -1128422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1128419.750000 Penalty: 3003.282715
	Iteration 73Q: 3 clusters Score -1128420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1128422.875000 Penalty: 3003.282715
	Iteration 74Q: 3 clusters Score -1128423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1128422.500000 Penalty: 3003.282715
	Iteration 75Q: 3 clusters Score -1128422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1128424.625000 Penalty: 3003.282715
	Iteration 76Q: 3 clusters Score -1128425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1128426.750000 Penalty: 3003.282715
	Iteration 77Q: 3 clusters Score -1128427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1128426.875000 Penalty: 3003.282715
	Iteration 78Q: 3 clusters Score -1128427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1128426.375000 Penalty: 3003.282715
	Iteration 79Q: 3 clusters Score -1128426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1128425.875000 Penalty: 3003.282715
	Iteration 80F: 3 clusters Score -1128426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1128426.750000 Penalty: 3003.282715
	Iteration 81Q: 3 clusters Score -1128427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1128427.375000 Penalty: 3003.282715
	Iteration 82Q: 3 clusters Score -1128427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1128430.125000 Penalty: 3003.282715
	Iteration 83Q: 3 clusters Score -1128430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1128428.625000 Penalty: 3003.282715
	Iteration 84Q: 3 clusters Score -1128429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1128426.625000 Penalty: 3003.282715
	Iteration 85Q: 3 clusters Score -1128427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1128429.250000 Penalty: 3003.282715
	Iteration 86Q: 3 clusters Score -1128429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1128428.750000 Penalty: 3003.282715
	Iteration 87Q: 3 clusters Score -1128429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1128428.500000 Penalty: 3003.282715
	Iteration 88Q: 3 clusters Score -1128428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1128428.375000 Penalty: 3003.282715
	Iteration 89Q: 3 clusters Score -1128428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1128430.625000 Penalty: 3003.282715
	Iteration 90Q: 3 clusters Score -1128431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1128429.250000 Penalty: 3003.282715
	Iteration 91Q: 3 clusters Score -1128429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1128430.000000 Penalty: 3003.282715
	Iteration 92Q: 3 clusters Score -1128430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1128430.000000 Penalty: 3003.282715
	Iteration 93F: 3 clusters Score -1128430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -12884.588867 Penalty: 877.935120
	Iteration 0F: 2 clusters Score -12884.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12217.485352 Penalty: 1755.870239
	Iteration 0F: 3 clusters Score -12217.49 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12432.982422 Penalty: 1755.870239
	Iteration 1F: 3 clusters Score -12432.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12536.395508 Penalty: 1755.870239
	Iteration 2Q: 3 clusters Score -12536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12586.448242 Penalty: 1755.870239
	Iteration 3Q: 3 clusters Score -12586.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12625.205078 Penalty: 1755.870239
	Iteration 4Q: 3 clusters Score -12625.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12635.722656 Penalty: 1755.870239
	Iteration 5Q: 3 clusters Score -12635.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12637.728516 Penalty: 1755.870239
	Iteration 6Q: 3 clusters Score -12637.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12637.728516 Penalty: 1755.870239
	Iteration 7F: 3 clusters Score -12637.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179447 members 
Mstep: Class 9 contains 22052 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57891 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 12197 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 11475 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176218 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026448.000000 Penalty: 80663.984375
Iteration 119Q: 37 clusters Score -1.010264e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 10462 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 13827 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179451 members 
Mstep: Class 9 contains 22050 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57890 members 
Mstep: Class 16 contains 12169 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12437 members 
Mstep: Class 19 contains 12208 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113500 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11469 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176201 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10335 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026496.000000 Penalty: 80663.984375
Iteration 120F: 37 clusters Score -1.010265e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 10459 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179458 members 
Mstep: Class 9 contains 22048 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57895 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 12218 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113481 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25813 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11462 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176193 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10360 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026640.000000 Penalty: 80663.984375
Iteration 121Q: 37 clusters Score -1.010266e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 10457 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179460 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57903 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 12437 members 
Mstep: Class 19 contains 12230 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113457 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25815 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11457 members 
Mstep: Class 30 contains 17961 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176179 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026648.000000 Penalty: 80663.984375
Iteration 122Q: 37 clusters Score -1.010266e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10455 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 13828 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179459 members 
Mstep: Class 9 contains 22041 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57911 members 
Mstep: Class 16 contains 12165 members 
Mstep: Class 17 contains 15932 members 
Mstep: Class 18 contains 12439 members 
Mstep: Class 19 contains 12245 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 105027 members 
Mstep: Class 23 contains 113442 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25817 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 17960 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176164 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10410 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026720.000000 Penalty: 80663.984375
Iteration 123Q: 37 clusters Score -1.010267e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 10456 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 89861 members 
Mstep: Class 8 contains 179469 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57916 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 12440 members 
Mstep: Class 19 contains 12256 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113418 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25817 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11448 members 
Mstep: Class 30 contains 17958 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176161 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10431 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026704.000000 Penalty: 80663.984375
Iteration 124Q: 37 clusters Score -1.010267e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 10458 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 7 contains 89861 members 
Mstep: Class 8 contains 179474 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57915 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15932 members 
Mstep: Class 18 contains 12441 members 
Mstep: Class 19 contains 12268 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113384 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25817 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 17959 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176153 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10465 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026840.000000 Penalty: 80663.984375
Iteration 125Q: 37 clusters Score -1.010268e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 10459 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 13829 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2888 members 
Mstep: Class 7 contains 89861 members 
Mstep: Class 8 contains 179483 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57915 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 12442 members 
Mstep: Class 19 contains 12273 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 105024 members 
Mstep: Class 23 contains 113352 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25816 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11435 members 
Mstep: Class 30 contains 17959 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176154 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10498 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026832.000000 Penalty: 80663.984375
Iteration 126Q: 37 clusters Score -1.010268e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 13828 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 89861 members 
Mstep: Class 8 contains 179492 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57915 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 12448 members 
Mstep: Class 19 contains 12280 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 105024 members 
Mstep: Class 23 contains 113309 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25813 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11423 members 
Mstep: Class 30 contains 17958 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176154 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10539 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026888.000000 Penalty: 80663.984375
Iteration 127Q: 37 clusters Score -1.010269e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 10463 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 13825 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 179503 members 
Mstep: Class 9 contains 22044 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57914 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12453 members 
Mstep: Class 19 contains 12290 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 2267 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113265 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25810 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11413 members 
Mstep: Class 30 contains 17959 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176162 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10569 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026808.000000 Penalty: 80663.984375
Iteration 128Q: 37 clusters Score -1.010268e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 10464 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 13828 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179498 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57914 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12458 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113229 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25808 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11402 members 
Mstep: Class 30 contains 17960 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176164 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10600 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026896.000000 Penalty: 80663.984375
Iteration 129Q: 37 clusters Score -1.010269e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 10462 members 
Mstep: Class 3 contains 5159 members 
Mstep: Class 4 contains 13828 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179503 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57918 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 12466 members 
Mstep: Class 19 contains 12316 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 113174 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25806 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11390 members 
Mstep: Class 30 contains 17958 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176165 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10637 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026880.000000 Penalty: 80663.984375
Iteration 130Q: 37 clusters Score -1.010269e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 10459 members 
Mstep: Class 3 contains 5162 members 
Mstep: Class 4 contains 13829 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179501 members 
Mstep: Class 9 contains 22046 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57920 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 12474 members 
Mstep: Class 19 contains 12329 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113127 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25804 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 17955 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176165 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10673 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026888.000000 Penalty: 80663.984375
Iteration 131Q: 37 clusters Score -1.010269e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 10460 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179505 members 
Mstep: Class 9 contains 22047 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57925 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 12483 members 
Mstep: Class 19 contains 12340 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113083 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25801 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 17955 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176168 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10699 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026848.000000 Penalty: 80663.984375
Iteration 132Q: 37 clusters Score -1.010268e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 10464 members 
Mstep: Class 3 contains 5172 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2863 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179502 members 
Mstep: Class 9 contains 22047 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57924 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 12494 members 
Mstep: Class 19 contains 12345 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113053 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25800 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 17956 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176159 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10720 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026904.000000 Penalty: 80663.984375
Iteration 133Q: 37 clusters Score -1.010269e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 10465 members 
Mstep: Class 3 contains 5181 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179503 members 
Mstep: Class 9 contains 22046 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57926 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15917 members 
Mstep: Class 18 contains 12501 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 105026 members 
Mstep: Class 23 contains 113014 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25799 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11371 members 
Mstep: Class 30 contains 17956 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176153 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10747 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101026992.000000 Penalty: 80663.984375
Iteration 134Q: 37 clusters Score -1.01027e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179511 members 
Mstep: Class 9 contains 22047 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57926 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 12506 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 105025 members 
Mstep: Class 23 contains 112976 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25797 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11360 members 
Mstep: Class 30 contains 17955 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176144 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027144.000000 Penalty: 80663.984375
Iteration 135Q: 37 clusters Score -1.010271e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 5201 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179513 members 
Mstep: Class 9 contains 22047 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57925 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 12511 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 105023 members 
Mstep: Class 23 contains 112952 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25794 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 11356 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176135 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10791 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027184.000000 Penalty: 80663.984375
Iteration 136Q: 37 clusters Score -1.010272e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179512 members 
Mstep: Class 9 contains 22046 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57926 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 12514 members 
Mstep: Class 19 contains 12363 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 105022 members 
Mstep: Class 23 contains 112935 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25791 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11340 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176127 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10812 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027176.000000 Penalty: 80663.984375
Iteration 137Q: 37 clusters Score -1.010272e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 10486 members 
Mstep: Class 3 contains 5213 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179504 members 
Mstep: Class 9 contains 22043 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57930 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15921 members 
Mstep: Class 18 contains 12522 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105021 members 
Mstep: Class 23 contains 112925 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25787 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11331 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176114 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10825 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027152.000000 Penalty: 80663.984375
Iteration 138Q: 37 clusters Score -1.010272e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 10490 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2846 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179507 members 
Mstep: Class 9 contains 22043 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57931 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15920 members 
Mstep: Class 18 contains 12525 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 105021 members 
Mstep: Class 23 contains 112919 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11321 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176099 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10832 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027144.000000 Penalty: 80663.984375
Iteration 139Q: 37 clusters Score -1.010271e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2845 members 
Mstep: Class 7 contains 89857 members 
Mstep: Class 8 contains 179502 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57931 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 12528 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 105021 members 
Mstep: Class 23 contains 112916 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11316 members 
Mstep: Class 30 contains 17952 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176089 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10837 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027256.000000 Penalty: 80663.984375
Iteration 140F: 37 clusters Score -1.010273e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 5246 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2843 members 
Mstep: Class 7 contains 89857 members 
Mstep: Class 8 contains 179503 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57930 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 12532 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 105019 members 
Mstep: Class 23 contains 112911 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11307 members 
Mstep: Class 30 contains 17949 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176088 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10840 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027280.000000 Penalty: 80663.984375
Iteration 141Q: 37 clusters Score -1.010273e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2841 members 
Mstep: Class 7 contains 89857 members 
Mstep: Class 8 contains 179500 members 
Mstep: Class 9 contains 22043 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57930 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12540 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 105019 members 
Mstep: Class 23 contains 112903 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11294 members 
Mstep: Class 30 contains 17950 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176078 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10843 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027280.000000 Penalty: 80663.984375
Iteration 142Q: 37 clusters Score -1.010273e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5269 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 89857 members 
Mstep: Class 8 contains 179497 members 
Mstep: Class 9 contains 22043 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57933 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 12543 members 
Mstep: Class 19 contains 12392 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2335 members 
Mstep: Class 22 contains 105019 members 
Mstep: Class 23 contains 112905 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25783 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11283 members 
Mstep: Class 30 contains 17949 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176070 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10844 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027312.000000 Penalty: 80663.984375
Iteration 143Q: 37 clusters Score -1.010273e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5277 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179495 members 
Mstep: Class 9 contains 22043 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57937 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 15932 members 
Mstep: Class 18 contains 12546 members 
Mstep: Class 19 contains 12394 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 105018 members 
Mstep: Class 23 contains 112906 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25783 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11274 members 
Mstep: Class 30 contains 17950 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176065 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10844 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027328.000000 Penalty: 80663.984375
Iteration 144Q: 37 clusters Score -1.010273e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179491 members 
Mstep: Class 9 contains 22041 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57942 members 
Mstep: Class 16 contains 12164 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 12549 members 
Mstep: Class 19 contains 12395 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 105018 members 
Mstep: Class 23 contains 112905 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11269 members 
Mstep: Class 30 contains 17952 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176057 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10844 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027304.000000 Penalty: 80663.984375
Iteration 145Q: 37 clusters Score -1.010273e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89859 members 
Mstep: Class 8 contains 179492 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57946 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 12550 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 105018 members 
Mstep: Class 23 contains 112900 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11268 members 
Mstep: Class 30 contains 17952 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176057 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10846 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027336.000000 Penalty: 80663.984375
Iteration 146Q: 37 clusters Score -1.010273e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89859 members 
Mstep: Class 8 contains 179494 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57948 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 12553 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 105017 members 
Mstep: Class 23 contains 112898 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11267 members 
Mstep: Class 30 contains 17950 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176061 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10847 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027328.000000 Penalty: 80663.984375
Iteration 147Q: 37 clusters Score -1.010273e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89859 members 
Mstep: Class 8 contains 179499 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57948 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15935 members 
Mstep: Class 18 contains 12556 members 
Mstep: Class 19 contains 12402 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 105017 members 
Mstep: Class 23 contains 112889 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11266 members 
Mstep: Class 30 contains 17950 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176061 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10850 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027416.000000 Penalty: 80663.984375
Iteration 148Q: 37 clusters Score -1.010274e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179508 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57949 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15936 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 12404 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 105017 members 
Mstep: Class 23 contains 112881 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11265 members 
Mstep: Class 30 contains 17951 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176058 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10851 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027416.000000 Penalty: 80663.984375
Iteration 149Q: 37 clusters Score -1.010274e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179515 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57951 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 12409 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 105017 members 
Mstep: Class 23 contains 112876 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11263 members 
Mstep: Class 30 contains 17951 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176051 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10852 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027464.000000 Penalty: 80663.984375
Iteration 150Q: 37 clusters Score -1.010275e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179517 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57951 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105016 members 
Mstep: Class 23 contains 112875 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11264 members 
Mstep: Class 30 contains 17952 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176044 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10854 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027424.000000 Penalty: 80663.984375
Iteration 151Q: 37 clusters Score -1.010274e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179519 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57951 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 12417 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 105016 members 
Mstep: Class 23 contains 112871 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11261 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176038 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10858 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027440.000000 Penalty: 80663.984375
Iteration 152Q: 37 clusters Score -1.010274e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89859 members 
Mstep: Class 8 contains 179525 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57950 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 12420 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 105016 members 
Mstep: Class 23 contains 112870 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11257 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176031 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10862 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027424.000000 Penalty: 80663.984375
Iteration 153Q: 37 clusters Score -1.010274e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89859 members 
Mstep: Class 8 contains 179530 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57951 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12558 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 105016 members 
Mstep: Class 23 contains 112864 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17954 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176025 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10866 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027416.000000 Penalty: 80663.984375
Iteration 154Q: 37 clusters Score -1.010274e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89859 members 
Mstep: Class 8 contains 179533 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57949 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12558 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 105016 members 
Mstep: Class 23 contains 112859 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17955 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176030 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10867 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027416.000000 Penalty: 80663.984375
Iteration 155Q: 37 clusters Score -1.010274e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179536 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57948 members 
Mstep: Class 16 contains 12160 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12559 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112852 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17955 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176037 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10871 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027472.000000 Penalty: 80663.984375
Iteration 156Q: 37 clusters Score -1.010275e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179542 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57948 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112843 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17954 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176040 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10874 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027424.000000 Penalty: 80663.984375
Iteration 157Q: 37 clusters Score -1.010274e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179544 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112839 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176042 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10877 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101027424.000000 Penalty: 80663.984375
Iteration 158Q: 37 clusters Score -1.010274e+08 nChanged 10
Entering ConstructFrom: 
Score: -101027424.000000 Penalty: 80663.984375
Entering ConstructFrom: 
Trying to split cluster 1 (26859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Entering Unmasked Estep 
Score: -2789976.500000 Penalty: 1657.232910
	Iteration 0F: 2 clusters Score -2789976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2771899.500000 Penalty: 3314.465820
	Iteration 0F: 3 clusters Score -2771900 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2778794.250000 Penalty: 3314.465820
	Iteration 1F: 3 clusters Score -2778794 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2779429.500000 Penalty: 3314.465820
	Iteration 2Q: 3 clusters Score -2779430 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2780227.250000 Penalty: 3314.465820
	Iteration 3F: 3 clusters Score -2780227 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2781230.250000 Penalty: 3314.465820
	Iteration 4F: 3 clusters Score -2781230 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2782346.500000 Penalty: 3314.465820
	Iteration 5F: 3 clusters Score -2782346 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2783545.250000 Penalty: 3314.465820
	Iteration 6F: 3 clusters Score -2783545 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2784691.000000 Penalty: 3314.465820
	Iteration 7F: 3 clusters Score -2784691 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2785774.250000 Penalty: 3314.465820
	Iteration 8F: 3 clusters Score -2785774 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2786650.000000 Penalty: 3314.465820
	Iteration 9Q: 3 clusters Score -2786650 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2787344.250000 Penalty: 3314.465820
	Iteration 10Q: 3 clusters Score -2787344 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2787800.750000 Penalty: 3314.465820
	Iteration 11Q: 3 clusters Score -2787801 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2788049.500000 Penalty: 3314.465820
	Iteration 12Q: 3 clusters Score -2788050 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2788239.500000 Penalty: 3314.465820
	Iteration 13Q: 3 clusters Score -2788240 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2788371.250000 Penalty: 3314.465820
	Iteration 14Q: 3 clusters Score -2788371 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2788459.750000 Penalty: 3314.465820
	Iteration 15Q: 3 clusters Score -2788460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2788526.000000 Penalty: 3314.465820
	Iteration 16Q: 3 clusters Score -2788526 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2788565.750000 Penalty: 3314.465820
	Iteration 17Q: 3 clusters Score -2788566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2788605.750000 Penalty: 3314.465820
	Iteration 18Q: 3 clusters Score -2788606 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2788657.250000 Penalty: 3314.465820
	Iteration 19Q: 3 clusters Score -2788657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2788696.500000 Penalty: 3314.465820
	Iteration 20F: 3 clusters Score -2788696 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2788728.750000 Penalty: 3314.465820
	Iteration 21Q: 3 clusters Score -2788729 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2788750.000000 Penalty: 3314.465820
	Iteration 22Q: 3 clusters Score -2788750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2788781.000000 Penalty: 3314.465820
	Iteration 23Q: 3 clusters Score -2788781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2788777.500000 Penalty: 3314.465820
	Iteration 24Q: 3 clusters Score -2788778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2788799.500000 Penalty: 3314.465820
	Iteration 25Q: 3 clusters Score -2788800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2788816.500000 Penalty: 3314.465820
	Iteration 26Q: 3 clusters Score -2788816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2788840.500000 Penalty: 3314.465820
	Iteration 27Q: 3 clusters Score -2788840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2788849.000000 Penalty: 3314.465820
	Iteration 28Q: 3 clusters Score -2788849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2788852.500000 Penalty: 3314.465820
	Iteration 29Q: 3 clusters Score -2788852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2788855.000000 Penalty: 3314.465820
	Iteration 30Q: 3 clusters Score -2788855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2788852.000000 Penalty: 3314.465820
	Iteration 31Q: 3 clusters Score -2788852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2788863.250000 Penalty: 3314.465820
	Iteration 32Q: 3 clusters Score -2788863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2788867.500000 Penalty: 3314.465820
	Iteration 33Q: 3 clusters Score -2788868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2788869.250000 Penalty: 3314.465820
	Iteration 34Q: 3 clusters Score -2788869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2788878.000000 Penalty: 3314.465820
	Iteration 35Q: 3 clusters Score -2788878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2788879.250000 Penalty: 3314.465820
	Iteration 36Q: 3 clusters Score -2788879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2788886.750000 Penalty: 3314.465820
	Iteration 37Q: 3 clusters Score -2788887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2788888.000000 Penalty: 3314.465820
	Iteration 38Q: 3 clusters Score -2788888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2788893.250000 Penalty: 3314.465820
	Iteration 39Q: 3 clusters Score -2788893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2788893.250000 Penalty: 3314.465820
	Iteration 40F: 3 clusters Score -2788893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2788899.500000 Penalty: 3314.465820
	Iteration 41Q: 3 clusters Score -2788900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2788904.500000 Penalty: 3314.465820
	Iteration 42Q: 3 clusters Score -2788904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2788911.500000 Penalty: 3314.465820
	Iteration 43Q: 3 clusters Score -2788912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2788903.000000 Penalty: 3314.465820
	Iteration 44Q: 3 clusters Score -2788903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2788909.000000 Penalty: 3314.465820
	Iteration 45Q: 3 clusters Score -2788909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2788909.500000 Penalty: 3314.465820
	Iteration 46Q: 3 clusters Score -2788910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2788912.750000 Penalty: 3314.465820
	Iteration 47Q: 3 clusters Score -2788913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2788912.500000 Penalty: 3314.465820
	Iteration 48Q: 3 clusters Score -2788912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2788917.000000 Penalty: 3314.465820
	Iteration 49Q: 3 clusters Score -2788917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2788919.000000 Penalty: 3314.465820
	Iteration 50Q: 3 clusters Score -2788919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2788915.000000 Penalty: 3314.465820
	Iteration 51Q: 3 clusters Score -2788915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2788920.250000 Penalty: 3314.465820
	Iteration 52Q: 3 clusters Score -2788920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2788920.250000 Penalty: 3314.465820
	Iteration 53Q: 3 clusters Score -2788920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2788916.500000 Penalty: 3314.465820
	Iteration 54Q: 3 clusters Score -2788916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2788923.500000 Penalty: 3314.465820
	Iteration 55Q: 3 clusters Score -2788924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2788922.500000 Penalty: 3314.465820
	Iteration 56Q: 3 clusters Score -2788922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2788928.500000 Penalty: 3314.465820
	Iteration 57Q: 3 clusters Score -2788928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2788925.750000 Penalty: 3314.465820
	Iteration 58Q: 3 clusters Score -2788926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2788921.750000 Penalty: 3314.465820
	Iteration 59Q: 3 clusters Score -2788922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2788923.500000 Penalty: 3314.465820
	Iteration 60F: 3 clusters Score -2788924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2788923.500000 Penalty: 3314.465820
	Iteration 61Q: 3 clusters Score -2788924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2788924.750000 Penalty: 3314.465820
	Iteration 62Q: 3 clusters Score -2788925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2788930.750000 Penalty: 3314.465820
	Iteration 63Q: 3 clusters Score -2788931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2788928.250000 Penalty: 3314.465820
	Iteration 64Q: 3 clusters Score -2788928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2788930.250000 Penalty: 3314.465820
	Iteration 65Q: 3 clusters Score -2788930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2788933.250000 Penalty: 3314.465820
	Iteration 66Q: 3 clusters Score -2788933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2788935.250000 Penalty: 3314.465820
	Iteration 67Q: 3 clusters Score -2788935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2788937.250000 Penalty: 3314.465820
	Iteration 68Q: 3 clusters Score -2788937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2788935.750000 Penalty: 3314.465820
	Iteration 69Q: 3 clusters Score -2788936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2788936.000000 Penalty: 3314.465820
	Iteration 70Q: 3 clusters Score -2788936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2788939.000000 Penalty: 3314.465820
	Iteration 71Q: 3 clusters Score -2788939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2788936.750000 Penalty: 3314.465820
	Iteration 72Q: 3 clusters Score -2788937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2788938.500000 Penalty: 3314.465820
	Iteration 73Q: 3 clusters Score -2788938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2788940.500000 Penalty: 3314.465820
	Iteration 74Q: 3 clusters Score -2788940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2788937.750000 Penalty: 3314.465820
	Iteration 75Q: 3 clusters Score -2788938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2788939.750000 Penalty: 3314.465820
	Iteration 76Q: 3 clusters Score -2788940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2788939.750000 Penalty: 3314.465820
	Iteration 77F: 3 clusters Score -2788940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Entering Unmasked Estep 
Score: -1050374.500000 Penalty: 1504.515869
	Iteration 0F: 2 clusters Score -1050374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1042893.562500 Penalty: 3009.031738
	Iteration 0F: 3 clusters Score -1042894 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1045428.000000 Penalty: 3009.031738
	Iteration 1F: 3 clusters Score -1045428 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1045709.125000 Penalty: 3009.031738
	Iteration 2F: 3 clusters Score -1045709 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1045907.062500 Penalty: 3009.031738
	Iteration 3Q: 3 clusters Score -1045907 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1046045.937500 Penalty: 3009.031738
	Iteration 4Q: 3 clusters Score -1046046 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1046146.375000 Penalty: 3009.031738
	Iteration 5Q: 3 clusters Score -1046146 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1046231.562500 Penalty: 3009.031738
	Iteration 6Q: 3 clusters Score -1046232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1046293.687500 Penalty: 3009.031738
	Iteration 7Q: 3 clusters Score -1046294 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1046354.312500 Penalty: 3009.031738
	Iteration 8Q: 3 clusters Score -1046354 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1046416.437500 Penalty: 3009.031738
	Iteration 9Q: 3 clusters Score -1046416 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1046482.500000 Penalty: 3009.031738
	Iteration 10Q: 3 clusters Score -1046482 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1046563.250000 Penalty: 3009.031738
	Iteration 11Q: 3 clusters Score -1046563 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1046651.875000 Penalty: 3009.031738
	Iteration 12Q: 3 clusters Score -1046652 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1046763.687500 Penalty: 3009.031738
	Iteration 13Q: 3 clusters Score -1046764 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1046883.375000 Penalty: 3009.031738
	Iteration 14Q: 3 clusters Score -1046883 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1046998.250000 Penalty: 3009.031738
	Iteration 15Q: 3 clusters Score -1046998 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1047146.812500 Penalty: 3009.031738
	Iteration 16Q: 3 clusters Score -1047147 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1047300.625000 Penalty: 3009.031738
	Iteration 17Q: 3 clusters Score -1047301 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1047433.187500 Penalty: 3009.031738
	Iteration 18Q: 3 clusters Score -1047433 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1047563.187500 Penalty: 3009.031738
	Iteration 19Q: 3 clusters Score -1047563 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1047676.312500 Penalty: 3009.031738
	Iteration 20F: 3 clusters Score -1047676 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1047765.437500 Penalty: 3009.031738
	Iteration 21Q: 3 clusters Score -1047765 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1047847.125000 Penalty: 3009.031738
	Iteration 22Q: 3 clusters Score -1047847 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1047916.000000 Penalty: 3009.031738
	Iteration 23Q: 3 clusters Score -1047916 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1047992.812500 Penalty: 3009.031738
	Iteration 24Q: 3 clusters Score -1047993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1048073.125000 Penalty: 3009.031738
	Iteration 25Q: 3 clusters Score -1048073 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1048163.250000 Penalty: 3009.031738
	Iteration 26Q: 3 clusters Score -1048163 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1048261.187500 Penalty: 3009.031738
	Iteration 27Q: 3 clusters Score -1048261 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1048359.187500 Penalty: 3009.031738
	Iteration 28Q: 3 clusters Score -1048359 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1048453.812500 Penalty: 3009.031738
	Iteration 29Q: 3 clusters Score -1048454 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1048550.250000 Penalty: 3009.031738
	Iteration 30Q: 3 clusters Score -1048550 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1048618.625000 Penalty: 3009.031738
	Iteration 31Q: 3 clusters Score -1048619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1048687.125000 Penalty: 3009.031738
	Iteration 32Q: 3 clusters Score -1048687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1048760.625000 Penalty: 3009.031738
	Iteration 33Q: 3 clusters Score -1048761 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1048826.000000 Penalty: 3009.031738
	Iteration 34Q: 3 clusters Score -1048826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1048888.500000 Penalty: 3009.031738
	Iteration 35Q: 3 clusters Score -1048888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1048941.750000 Penalty: 3009.031738
	Iteration 36Q: 3 clusters Score -1048942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1048984.250000 Penalty: 3009.031738
	Iteration 37Q: 3 clusters Score -1048984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1049016.750000 Penalty: 3009.031738
	Iteration 38Q: 3 clusters Score -1049017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1049046.875000 Penalty: 3009.031738
	Iteration 39Q: 3 clusters Score -1049047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1049067.750000 Penalty: 3009.031738
	Iteration 40F: 3 clusters Score -1049068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1049086.125000 Penalty: 3009.031738
	Iteration 41Q: 3 clusters Score -1049086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1049102.750000 Penalty: 3009.031738
	Iteration 42Q: 3 clusters Score -1049103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1049115.375000 Penalty: 3009.031738
	Iteration 43Q: 3 clusters Score -1049115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1049127.875000 Penalty: 3009.031738
	Iteration 44Q: 3 clusters Score -1049128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1049134.875000 Penalty: 3009.031738
	Iteration 45Q: 3 clusters Score -1049135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1049138.625000 Penalty: 3009.031738
	Iteration 46Q: 3 clusters Score -1049139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1049141.375000 Penalty: 3009.031738
	Iteration 47Q: 3 clusters Score -1049141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1049141.375000 Penalty: 3009.031738
	Iteration 48F: 3 clusters Score -1049141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Entering Unmasked Estep 
Score: -578706.937500 Penalty: 1393.267212
	Iteration 0F: 2 clusters Score -578706.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -574552.187500 Penalty: 2786.534424
	Iteration 0F: 3 clusters Score -574552.2 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -575725.125000 Penalty: 2786.534424
	Iteration 1F: 3 clusters Score -575725.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -575889.750000 Penalty: 2786.534424
	Iteration 2F: 3 clusters Score -575889.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -576002.937500 Penalty: 2786.534424
	Iteration 3F: 3 clusters Score -576002.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -576087.750000 Penalty: 2786.534424
	Iteration 4Q: 3 clusters Score -576087.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -576152.187500 Penalty: 2786.534424
	Iteration 5Q: 3 clusters Score -576152.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -576215.812500 Penalty: 2786.534424
	Iteration 6Q: 3 clusters Score -576215.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -576272.250000 Penalty: 2786.534424
	Iteration 7Q: 3 clusters Score -576272.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -576326.375000 Penalty: 2786.534424
	Iteration 8Q: 3 clusters Score -576326.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -576382.375000 Penalty: 2786.534424
	Iteration 9Q: 3 clusters Score -576382.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -576437.000000 Penalty: 2786.534424
	Iteration 10Q: 3 clusters Score -576437 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -576507.062500 Penalty: 2786.534424
	Iteration 11Q: 3 clusters Score -576507.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -576596.125000 Penalty: 2786.534424
	Iteration 12Q: 3 clusters Score -576596.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -576694.937500 Penalty: 2786.534424
	Iteration 13Q: 3 clusters Score -576694.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -576801.000000 Penalty: 2786.534424
	Iteration 14Q: 3 clusters Score -576801 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -576902.375000 Penalty: 2786.534424
	Iteration 15Q: 3 clusters Score -576902.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -576994.937500 Penalty: 2786.534424
	Iteration 16Q: 3 clusters Score -576994.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -577058.187500 Penalty: 2786.534424
	Iteration 17Q: 3 clusters Score -577058.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -577110.250000 Penalty: 2786.534424
	Iteration 18Q: 3 clusters Score -577110.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -577149.812500 Penalty: 2786.534424
	Iteration 19Q: 3 clusters Score -577149.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -577184.437500 Penalty: 2786.534424
	Iteration 20F: 3 clusters Score -577184.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -577206.437500 Penalty: 2786.534424
	Iteration 21Q: 3 clusters Score -577206.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -577223.250000 Penalty: 2786.534424
	Iteration 22Q: 3 clusters Score -577223.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -577233.812500 Penalty: 2786.534424
	Iteration 23Q: 3 clusters Score -577233.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -577243.250000 Penalty: 2786.534424
	Iteration 24Q: 3 clusters Score -577243.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -577250.375000 Penalty: 2786.534424
	Iteration 25Q: 3 clusters Score -577250.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -577255.312500 Penalty: 2786.534424
	Iteration 26Q: 3 clusters Score -577255.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -577261.437500 Penalty: 2786.534424
	Iteration 27Q: 3 clusters Score -577261.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -577265.187500 Penalty: 2786.534424
	Iteration 28Q: 3 clusters Score -577265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -577267.812500 Penalty: 2786.534424
	Iteration 29Q: 3 clusters Score -577267.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -577271.500000 Penalty: 2786.534424
	Iteration 30Q: 3 clusters Score -577271.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -577274.687500 Penalty: 2786.534424
	Iteration 31Q: 3 clusters Score -577274.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -577281.562500 Penalty: 2786.534424
	Iteration 32Q: 3 clusters Score -577281.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -577283.750000 Penalty: 2786.534424
	Iteration 33Q: 3 clusters Score -577283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -577287.125000 Penalty: 2786.534424
	Iteration 34Q: 3 clusters Score -577287.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -577289.312500 Penalty: 2786.534424
	Iteration 35Q: 3 clusters Score -577289.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -577292.000000 Penalty: 2786.534424
	Iteration 36Q: 3 clusters Score -577292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -577292.812500 Penalty: 2786.534424
	Iteration 37Q: 3 clusters Score -577292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -577293.937500 Penalty: 2786.534424
	Iteration 38Q: 3 clusters Score -577293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -577296.062500 Penalty: 2786.534424
	Iteration 39Q: 3 clusters Score -577296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -577298.812500 Penalty: 2786.534424
	Iteration 40F: 3 clusters Score -577298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -577297.812500 Penalty: 2786.534424
	Iteration 41Q: 3 clusters Score -577297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -577297.812500 Penalty: 2786.534424
	Iteration 42F: 3 clusters Score -577297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Entering Unmasked Estep 
Score: -1509731.000000 Penalty: 1549.442261
	Iteration 0F: 2 clusters Score -1509731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1500045.500000 Penalty: 3098.884521
	Iteration 0F: 3 clusters Score -1500046 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1503345.000000 Penalty: 3098.884521
	Iteration 1F: 3 clusters Score -1503345 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1503662.250000 Penalty: 3098.884521
	Iteration 2F: 3 clusters Score -1503662 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1503986.625000 Penalty: 3098.884521
	Iteration 3F: 3 clusters Score -1503987 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1504309.000000 Penalty: 3098.884521
	Iteration 4Q: 3 clusters Score -1504309 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1504723.625000 Penalty: 3098.884521
	Iteration 5F: 3 clusters Score -1504724 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1505319.500000 Penalty: 3098.884521
	Iteration 6F: 3 clusters Score -1505320 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1506045.000000 Penalty: 3098.884521
	Iteration 7F: 3 clusters Score -1506045 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1506726.375000 Penalty: 3098.884521
	Iteration 8F: 3 clusters Score -1506726 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1507297.000000 Penalty: 3098.884521
	Iteration 9Q: 3 clusters Score -1507297 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1507742.500000 Penalty: 3098.884521
	Iteration 10Q: 3 clusters Score -1507742 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1508076.875000 Penalty: 3098.884521
	Iteration 11Q: 3 clusters Score -1508077 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1508226.875000 Penalty: 3098.884521
	Iteration 12Q: 3 clusters Score -1508227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1508314.125000 Penalty: 3098.884521
	Iteration 13Q: 3 clusters Score -1508314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1508381.625000 Penalty: 3098.884521
	Iteration 14Q: 3 clusters Score -1508382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1508416.500000 Penalty: 3098.884521
	Iteration 15Q: 3 clusters Score -1508416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1508432.875000 Penalty: 3098.884521
	Iteration 16Q: 3 clusters Score -1508433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1508442.750000 Penalty: 3098.884521
	Iteration 17Q: 3 clusters Score -1508443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1508446.375000 Penalty: 3098.884521
	Iteration 18Q: 3 clusters Score -1508446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1508452.750000 Penalty: 3098.884521
	Iteration 19Q: 3 clusters Score -1508453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1508456.250000 Penalty: 3098.884521
	Iteration 20F: 3 clusters Score -1508456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1508460.875000 Penalty: 3098.884521
	Iteration 21Q: 3 clusters Score -1508461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1508465.000000 Penalty: 3098.884521
	Iteration 22Q: 3 clusters Score -1508465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1508466.125000 Penalty: 3098.884521
	Iteration 23Q: 3 clusters Score -1508466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1508470.250000 Penalty: 3098.884521
	Iteration 24Q: 3 clusters Score -1508470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1508473.500000 Penalty: 3098.884521
	Iteration 25Q: 3 clusters Score -1508474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1508477.375000 Penalty: 3098.884521
	Iteration 26Q: 3 clusters Score -1508477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1508478.125000 Penalty: 3098.884521
	Iteration 27Q: 3 clusters Score -1508478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1508482.750000 Penalty: 3098.884521
	Iteration 28Q: 3 clusters Score -1508483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1508484.500000 Penalty: 3098.884521
	Iteration 29Q: 3 clusters Score -1508484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1508485.375000 Penalty: 3098.884521
	Iteration 30Q: 3 clusters Score -1508485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1508488.000000 Penalty: 3098.884521
	Iteration 31Q: 3 clusters Score -1508488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1508488.000000 Penalty: 3098.884521
	Iteration 32F: 3 clusters Score -1508488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -29493.052734 Penalty: 992.752747
	Iteration 0F: 2 clusters Score -29493.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28740.236328 Penalty: 1985.505493
	Iteration 0F: 3 clusters Score -28740.24 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29417.669922 Penalty: 1985.505493
	Iteration 1F: 3 clusters Score -29417.67 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29764.181641 Penalty: 1985.505493
	Iteration 2F: 3 clusters Score -29764.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30071.712891 Penalty: 1985.505493
	Iteration 3Q: 3 clusters Score -30071.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30273.281250 Penalty: 1985.505493
	Iteration 4Q: 3 clusters Score -30273.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30355.984375 Penalty: 1985.505493
	Iteration 5Q: 3 clusters Score -30355.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30551.529297 Penalty: 1985.505493
	Iteration 6Q: 3 clusters Score -30551.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30658.046875 Penalty: 1985.505493
	Iteration 7Q: 3 clusters Score -30658.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30731.013672 Penalty: 1985.505493
	Iteration 8Q: 3 clusters Score -30731.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30859.634766 Penalty: 1985.505493
	Iteration 9Q: 3 clusters Score -30859.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30958.947266 Penalty: 1985.505493
	Iteration 10Q: 3 clusters Score -30958.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31037.001953 Penalty: 1985.505493
	Iteration 11Q: 3 clusters Score -31037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31043.140625 Penalty: 1985.505493
	Iteration 12Q: 3 clusters Score -31043.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31070.326172 Penalty: 1985.505493
	Iteration 13F: 3 clusters Score -31070.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31262.798828 Penalty: 1985.505493
	Iteration 14Q: 3 clusters Score -31262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31306.328125 Penalty: 1985.505493
	Iteration 15Q: 3 clusters Score -31306.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31313.421875 Penalty: 1985.505493
	Iteration 16Q: 3 clusters Score -31313.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31313.421875 Penalty: 1985.505493
	Iteration 17F: 3 clusters Score -31313.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112836 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176043 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 197 members 
Entering Unmasked Estep 
Score: -101027936.000000 Penalty: 82904.648438
Splitting cluster 5 changes total score from -101027424.000000 to -101027936.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 6 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -275154.062500 Penalty: 1291.899414
	Iteration 0F: 2 clusters Score -275154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -272513.593750 Penalty: 2583.798828
	Iteration 0F: 3 clusters Score -272513.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -273181.593750 Penalty: 2583.798828
	Iteration 1F: 3 clusters Score -273181.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -273416.187500 Penalty: 2583.798828
	Iteration 2F: 3 clusters Score -273416.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -273727.812500 Penalty: 2583.798828
	Iteration 3F: 3 clusters Score -273727.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -274000.531250 Penalty: 2583.798828
	Iteration 4F: 3 clusters Score -274000.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -274230.281250 Penalty: 2583.798828
	Iteration 5F: 3 clusters Score -274230.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -274384.468750 Penalty: 2583.798828
	Iteration 6F: 3 clusters Score -274384.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -274496.031250 Penalty: 2583.798828
	Iteration 7Q: 3 clusters Score -274496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -274577.843750 Penalty: 2583.798828
	Iteration 8Q: 3 clusters Score -274577.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -274631.593750 Penalty: 2583.798828
	Iteration 9Q: 3 clusters Score -274631.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -274661.750000 Penalty: 2583.798828
	Iteration 10Q: 3 clusters Score -274661.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -274686.156250 Penalty: 2583.798828
	Iteration 11Q: 3 clusters Score -274686.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -274702.625000 Penalty: 2583.798828
	Iteration 12Q: 3 clusters Score -274702.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -274711.187500 Penalty: 2583.798828
	Iteration 13Q: 3 clusters Score -274711.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -274719.343750 Penalty: 2583.798828
	Iteration 14Q: 3 clusters Score -274719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -274723.906250 Penalty: 2583.798828
	Iteration 15Q: 3 clusters Score -274723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -274729.437500 Penalty: 2583.798828
	Iteration 16Q: 3 clusters Score -274729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -274736.156250 Penalty: 2583.798828
	Iteration 17Q: 3 clusters Score -274736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -274739.406250 Penalty: 2583.798828
	Iteration 18Q: 3 clusters Score -274739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -274741.250000 Penalty: 2583.798828
	Iteration 19Q: 3 clusters Score -274741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -274746.125000 Penalty: 2583.798828
	Iteration 20F: 3 clusters Score -274746.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -274750.656250 Penalty: 2583.798828
	Iteration 21Q: 3 clusters Score -274750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -274752.343750 Penalty: 2583.798828
	Iteration 22Q: 3 clusters Score -274752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -274754.093750 Penalty: 2583.798828
	Iteration 23Q: 3 clusters Score -274754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -274756.062500 Penalty: 2583.798828
	Iteration 24Q: 3 clusters Score -274756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -274757.687500 Penalty: 2583.798828
	Iteration 25Q: 3 clusters Score -274757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -274758.000000 Penalty: 2583.798828
	Iteration 26Q: 3 clusters Score -274758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -274758.812500 Penalty: 2583.798828
	Iteration 27Q: 3 clusters Score -274758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -274759.156250 Penalty: 2583.798828
	Iteration 28Q: 3 clusters Score -274759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -274760.031250 Penalty: 2583.798828
	Iteration 29Q: 3 clusters Score -274760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -274761.843750 Penalty: 2583.798828
	Iteration 30Q: 3 clusters Score -274761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -274762.843750 Penalty: 2583.798828
	Iteration 31Q: 3 clusters Score -274762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -274763.812500 Penalty: 2583.798828
	Iteration 32Q: 3 clusters Score -274763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -274764.437500 Penalty: 2583.798828
	Iteration 33Q: 3 clusters Score -274764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -274764.437500 Penalty: 2583.798828
	Iteration 34F: 3 clusters Score -274764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Entering Unmasked Estep 
Score: -9772587.000000 Penalty: 1853.472656
	Iteration 0F: 2 clusters Score -9772587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -9712207.000000 Penalty: 3706.945312
	Iteration 0F: 3 clusters Score -9712207 nChanged 43152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -9737086.000000 Penalty: 3706.945312
	Iteration 1F: 3 clusters Score -9737086 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -9737598.000000 Penalty: 3706.945312
	Iteration 2Q: 3 clusters Score -9737598 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -9738375.000000 Penalty: 3706.945312
	Iteration 3Q: 3 clusters Score -9738375 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -9739405.000000 Penalty: 3706.945312
	Iteration 4Q: 3 clusters Score -9739405 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -9741302.000000 Penalty: 3706.945312
	Iteration 5Q: 3 clusters Score -9741302 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -9744259.000000 Penalty: 3706.945312
	Iteration 6F: 3 clusters Score -9744259 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -9748628.000000 Penalty: 3706.945312
	Iteration 7F: 3 clusters Score -9748628 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -9754046.000000 Penalty: 3706.945312
	Iteration 8F: 3 clusters Score -9754046 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -9759800.000000 Penalty: 3706.945312
	Iteration 9F: 3 clusters Score -9759800 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -9764223.000000 Penalty: 3706.945312
	Iteration 10F: 3 clusters Score -9764223 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -9767191.000000 Penalty: 3706.945312
	Iteration 11Q: 3 clusters Score -9767191 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9769071.000000 Penalty: 3706.945312
	Iteration 12Q: 3 clusters Score -9769071 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9770027.000000 Penalty: 3706.945312
	Iteration 13Q: 3 clusters Score -9770027 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9770454.000000 Penalty: 3706.945312
	Iteration 14Q: 3 clusters Score -9770454 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9770677.000000 Penalty: 3706.945312
	Iteration 15Q: 3 clusters Score -9770677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9770804.000000 Penalty: 3706.945312
	Iteration 16Q: 3 clusters Score -9770804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9770873.000000 Penalty: 3706.945312
	Iteration 17Q: 3 clusters Score -9770873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9770924.000000 Penalty: 3706.945312
	Iteration 18Q: 3 clusters Score -9770924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9770942.000000 Penalty: 3706.945312
	Iteration 19Q: 3 clusters Score -9770942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9770961.000000 Penalty: 3706.945312
	Iteration 20F: 3 clusters Score -9770961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9770984.000000 Penalty: 3706.945312
	Iteration 21Q: 3 clusters Score -9770984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9770991.000000 Penalty: 3706.945312
	Iteration 22Q: 3 clusters Score -9770991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9770995.000000 Penalty: 3706.945312
	Iteration 23Q: 3 clusters Score -9770995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9770999.000000 Penalty: 3706.945312
	Iteration 24Q: 3 clusters Score -9770999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9771003.000000 Penalty: 3706.945312
	Iteration 25Q: 3 clusters Score -9771003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9771010.000000 Penalty: 3706.945312
	Iteration 26Q: 3 clusters Score -9771010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9771014.000000 Penalty: 3706.945312
	Iteration 27Q: 3 clusters Score -9771014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9771018.000000 Penalty: 3706.945312
	Iteration 28Q: 3 clusters Score -9771018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9771023.000000 Penalty: 3706.945312
	Iteration 29Q: 3 clusters Score -9771023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9771023.000000 Penalty: 3706.945312
	Iteration 30Q: 3 clusters Score -9771023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9771024.000000 Penalty: 3706.945312
	Iteration 31Q: 3 clusters Score -9771024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9771024.000000 Penalty: 3706.945312
	Iteration 32Q: 3 clusters Score -9771024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9771025.000000 Penalty: 3706.945312
	Iteration 33Q: 3 clusters Score -9771025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9771025.000000 Penalty: 3706.945312
	Iteration 34Q: 3 clusters Score -9771025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9771025.000000 Penalty: 3706.945312
	Iteration 35F: 3 clusters Score -9771025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179546 members 
Entering Unmasked Estep 
Score: -19436286.000000 Penalty: 1965.955322
	Iteration 0F: 2 clusters Score -1.943629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -19337156.000000 Penalty: 3931.910645
	Iteration 0F: 3 clusters Score -1.933716e+07 nChanged 86787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -19388312.000000 Penalty: 3931.910645
	Iteration 1F: 3 clusters Score -1.938831e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -19389780.000000 Penalty: 3931.910645
	Iteration 2Q: 3 clusters Score -1.938978e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -19392390.000000 Penalty: 3931.910645
	Iteration 3Q: 3 clusters Score -1.939239e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -19397204.000000 Penalty: 3931.910645
	Iteration 4F: 3 clusters Score -1.93972e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -19403988.000000 Penalty: 3931.910645
	Iteration 5F: 3 clusters Score -1.940399e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -19412274.000000 Penalty: 3931.910645
	Iteration 6F: 3 clusters Score -1.941227e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122069 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -19419550.000000 Penalty: 3931.910645
	Iteration 7F: 3 clusters Score -1.941955e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -19423914.000000 Penalty: 3931.910645
	Iteration 8F: 3 clusters Score -1.942391e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117549 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -19426042.000000 Penalty: 3931.910645
	Iteration 9Q: 3 clusters Score -1.942604e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -19427050.000000 Penalty: 3931.910645
	Iteration 10Q: 3 clusters Score -1.942705e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -19427676.000000 Penalty: 3931.910645
	Iteration 11Q: 3 clusters Score -1.942768e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -19428336.000000 Penalty: 3931.910645
	Iteration 12Q: 3 clusters Score -1.942834e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -19429220.000000 Penalty: 3931.910645
	Iteration 13Q: 3 clusters Score -1.942922e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -19429926.000000 Penalty: 3931.910645
	Iteration 14Q: 3 clusters Score -1.942993e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -19430762.000000 Penalty: 3931.910645
	Iteration 15Q: 3 clusters Score -1.943076e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -19431576.000000 Penalty: 3931.910645
	Iteration 16Q: 3 clusters Score -1.943158e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -19432390.000000 Penalty: 3931.910645
	Iteration 17Q: 3 clusters Score -1.943239e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -19433372.000000 Penalty: 3931.910645
	Iteration 18Q: 3 clusters Score -1.943337e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -19434272.000000 Penalty: 3931.910645
	Iteration 19Q: 3 clusters Score -1.943427e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -19435402.000000 Penalty: 3931.910645
	Iteration 20F: 3 clusters Score -1.94354e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -19436776.000000 Penalty: 3931.910645
	Iteration 21Q: 3 clusters Score -1.943678e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -19438220.000000 Penalty: 3931.910645
	Iteration 22Q: 3 clusters Score -1.943822e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -19439556.000000 Penalty: 3931.910645
	Iteration 23Q: 3 clusters Score -1.943956e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -19440446.000000 Penalty: 3931.910645
	Iteration 24Q: 3 clusters Score -1.944045e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -19441048.000000 Penalty: 3931.910645
	Iteration 25Q: 3 clusters Score -1.944105e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -19441476.000000 Penalty: 3931.910645
	Iteration 26Q: 3 clusters Score -1.944148e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -19441718.000000 Penalty: 3931.910645
	Iteration 27Q: 3 clusters Score -1.944172e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -19441698.000000 Penalty: 3931.910645
	Iteration 28Q: 3 clusters Score -1.94417e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -19441676.000000 Penalty: 3931.910645
	Iteration 29Q: 3 clusters Score -1.944168e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 110953 members 
Entering Unmasked Estep 
Score: -19441662.000000 Penalty: 3931.910645
	Iteration 30Q: 3 clusters Score -1.944166e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -19441618.000000 Penalty: 3931.910645
	Iteration 31Q: 3 clusters Score -1.944162e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -19441556.000000 Penalty: 3931.910645
	Iteration 32Q: 3 clusters Score -1.944156e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -19441392.000000 Penalty: 3931.910645
	Iteration 33Q: 3 clusters Score -1.944139e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -19441290.000000 Penalty: 3931.910645
	Iteration 34Q: 3 clusters Score -1.944129e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 120770 members 
Entering Unmasked Estep 
Score: -19441228.000000 Penalty: 3931.910645
	Iteration 35Q: 3 clusters Score -1.944123e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 122740 members 
Entering Unmasked Estep 
Score: -19441284.000000 Penalty: 3931.910645
	Iteration 36Q: 3 clusters Score -1.944128e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -19441252.000000 Penalty: 3931.910645
	Iteration 37Q: 3 clusters Score -1.944125e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -19441170.000000 Penalty: 3931.910645
	Iteration 38Q: 3 clusters Score -1.944117e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 128460 members 
Entering Unmasked Estep 
Score: -19441120.000000 Penalty: 3931.910645
	Iteration 39Q: 3 clusters Score -1.944112e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 130341 members 
Entering Unmasked Estep 
Score: -19441608.000000 Penalty: 3931.910645
	Iteration 40F: 3 clusters Score -1.944161e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 132854 members 
Entering Unmasked Estep 
Score: -19441594.000000 Penalty: 3931.910645
	Iteration 41Q: 3 clusters Score -1.944159e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 135385 members 
Entering Unmasked Estep 
Score: -19441794.000000 Penalty: 3931.910645
	Iteration 42Q: 3 clusters Score -1.944179e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 137967 members 
Entering Unmasked Estep 
Score: -19441680.000000 Penalty: 3931.910645
	Iteration 43Q: 3 clusters Score -1.944168e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 140602 members 
Entering Unmasked Estep 
Score: -19441734.000000 Penalty: 3931.910645
	Iteration 44Q: 3 clusters Score -1.944173e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -19441768.000000 Penalty: 3931.910645
	Iteration 45Q: 3 clusters Score -1.944177e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 145919 members 
Entering Unmasked Estep 
Score: -19441790.000000 Penalty: 3931.910645
	Iteration 46Q: 3 clusters Score -1.944179e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -19441656.000000 Penalty: 3931.910645
	Iteration 47Q: 3 clusters Score -1.944166e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 150761 members 
Entering Unmasked Estep 
Score: -19441592.000000 Penalty: 3931.910645
	Iteration 48Q: 3 clusters Score -1.944159e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -19441376.000000 Penalty: 3931.910645
	Iteration 49Q: 3 clusters Score -1.944138e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -19441376.000000 Penalty: 3931.910645
	Iteration 50Q: 3 clusters Score -1.944138e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -19441326.000000 Penalty: 3931.910645
	Iteration 51Q: 3 clusters Score -1.944133e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -19441384.000000 Penalty: 3931.910645
	Iteration 52Q: 3 clusters Score -1.944138e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -19441476.000000 Penalty: 3931.910645
	Iteration 53Q: 3 clusters Score -1.944148e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 162340 members 
Entering Unmasked Estep 
Score: -19441470.000000 Penalty: 3931.910645
	Iteration 54Q: 3 clusters Score -1.944147e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -19441624.000000 Penalty: 3931.910645
	Iteration 55Q: 3 clusters Score -1.944162e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -19441704.000000 Penalty: 3931.910645
	Iteration 56Q: 3 clusters Score -1.94417e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 166250 members 
Entering Unmasked Estep 
Score: -19441668.000000 Penalty: 3931.910645
	Iteration 57Q: 3 clusters Score -1.944167e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -19441724.000000 Penalty: 3931.910645
	Iteration 58Q: 3 clusters Score -1.944172e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 168311 members 
Entering Unmasked Estep 
Score: -19441754.000000 Penalty: 3931.910645
	Iteration 59Q: 3 clusters Score -1.944175e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 169188 members 
Entering Unmasked Estep 
Score: -19441532.000000 Penalty: 3931.910645
	Iteration 60F: 3 clusters Score -1.944153e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 170092 members 
Entering Unmasked Estep 
Score: -19441150.000000 Penalty: 3931.910645
	Iteration 61Q: 3 clusters Score -1.944115e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 170885 members 
Entering Unmasked Estep 
Score: -19440776.000000 Penalty: 3931.910645
	Iteration 62Q: 3 clusters Score -1.944078e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -19440538.000000 Penalty: 3931.910645
	Iteration 63Q: 3 clusters Score -1.944054e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 172153 members 
Entering Unmasked Estep 
Score: -19440250.000000 Penalty: 3931.910645
	Iteration 64Q: 3 clusters Score -1.944025e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 172667 members 
Entering Unmasked Estep 
Score: -19439988.000000 Penalty: 3931.910645
	Iteration 65Q: 3 clusters Score -1.943999e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 173145 members 
Entering Unmasked Estep 
Score: -19439760.000000 Penalty: 3931.910645
	Iteration 66Q: 3 clusters Score -1.943976e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 173579 members 
Entering Unmasked Estep 
Score: -19439526.000000 Penalty: 3931.910645
	Iteration 67Q: 3 clusters Score -1.943953e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -19439464.000000 Penalty: 3931.910645
	Iteration 68Q: 3 clusters Score -1.943946e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 174308 members 
Entering Unmasked Estep 
Score: -19439256.000000 Penalty: 3931.910645
	Iteration 69Q: 3 clusters Score -1.943926e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -19438908.000000 Penalty: 3931.910645
	Iteration 70Q: 3 clusters Score -1.943891e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -19438760.000000 Penalty: 3931.910645
	Iteration 71Q: 3 clusters Score -1.943876e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -19438524.000000 Penalty: 3931.910645
	Iteration 72Q: 3 clusters Score -1.943852e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 175343 members 
Entering Unmasked Estep 
Score: -19438334.000000 Penalty: 3931.910645
	Iteration 73Q: 3 clusters Score -1.943833e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 175547 members 
Entering Unmasked Estep 
Score: -19438188.000000 Penalty: 3931.910645
	Iteration 74Q: 3 clusters Score -1.943819e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -19438050.000000 Penalty: 3931.910645
	Iteration 75Q: 3 clusters Score -1.943805e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 175915 members 
Entering Unmasked Estep 
Score: -19437854.000000 Penalty: 3931.910645
	Iteration 76Q: 3 clusters Score -1.943785e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -19437774.000000 Penalty: 3931.910645
	Iteration 77Q: 3 clusters Score -1.943777e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 176214 members 
Entering Unmasked Estep 
Score: -19437592.000000 Penalty: 3931.910645
	Iteration 78Q: 3 clusters Score -1.943759e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -19437520.000000 Penalty: 3931.910645
	Iteration 79Q: 3 clusters Score -1.943752e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -19437412.000000 Penalty: 3931.910645
	Iteration 80F: 3 clusters Score -1.943741e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 176595 members 
Entering Unmasked Estep 
Score: -19437308.000000 Penalty: 3931.910645
	Iteration 81Q: 3 clusters Score -1.943731e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 176710 members 
Entering Unmasked Estep 
Score: -19437174.000000 Penalty: 3931.910645
	Iteration 82Q: 3 clusters Score -1.943717e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 176818 members 
Entering Unmasked Estep 
Score: -19437052.000000 Penalty: 3931.910645
	Iteration 83Q: 3 clusters Score -1.943705e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 176907 members 
Entering Unmasked Estep 
Score: -19437000.000000 Penalty: 3931.910645
	Iteration 84Q: 3 clusters Score -1.9437e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -19436912.000000 Penalty: 3931.910645
	Iteration 85Q: 3 clusters Score -1.943691e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 177070 members 
Entering Unmasked Estep 
Score: -19436826.000000 Penalty: 3931.910645
	Iteration 86Q: 3 clusters Score -1.943683e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -19436784.000000 Penalty: 3931.910645
	Iteration 87Q: 3 clusters Score -1.943678e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 177195 members 
Entering Unmasked Estep 
Score: -19436722.000000 Penalty: 3931.910645
	Iteration 88Q: 3 clusters Score -1.943672e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 177262 members 
Entering Unmasked Estep 
Score: -19436660.000000 Penalty: 3931.910645
	Iteration 89Q: 3 clusters Score -1.943666e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 177313 members 
Entering Unmasked Estep 
Score: -19436606.000000 Penalty: 3931.910645
	Iteration 90Q: 3 clusters Score -1.943661e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 177355 members 
Entering Unmasked Estep 
Score: -19436590.000000 Penalty: 3931.910645
	Iteration 91Q: 3 clusters Score -1.943659e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 177399 members 
Entering Unmasked Estep 
Score: -19436556.000000 Penalty: 3931.910645
	Iteration 92Q: 3 clusters Score -1.943656e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -19436528.000000 Penalty: 3931.910645
	Iteration 93Q: 3 clusters Score -1.943653e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 177516 members 
Entering Unmasked Estep 
Score: -19436466.000000 Penalty: 3931.910645
	Iteration 94Q: 3 clusters Score -1.943647e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 177576 members 
Entering Unmasked Estep 
Score: -19436416.000000 Penalty: 3931.910645
	Iteration 95Q: 3 clusters Score -1.943642e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 177630 members 
Entering Unmasked Estep 
Score: -19436370.000000 Penalty: 3931.910645
	Iteration 96Q: 3 clusters Score -1.943637e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -19436356.000000 Penalty: 3931.910645
	Iteration 97Q: 3 clusters Score -1.943636e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -19436304.000000 Penalty: 3931.910645
	Iteration 98Q: 3 clusters Score -1.94363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 177763 members 
Entering Unmasked Estep 
Score: -19436298.000000 Penalty: 3931.910645
	Iteration 99Q: 3 clusters Score -1.94363e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 177809 members 
Entering Unmasked Estep 
Score: -19436274.000000 Penalty: 3931.910645
	Iteration 100F: 3 clusters Score -1.943627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -19436252.000000 Penalty: 3931.910645
	Iteration 101Q: 3 clusters Score -1.943625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 177899 members 
Entering Unmasked Estep 
Score: -19436204.000000 Penalty: 3931.910645
	Iteration 102Q: 3 clusters Score -1.94362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 177940 members 
Entering Unmasked Estep 
Score: -19436188.000000 Penalty: 3931.910645
	Iteration 103Q: 3 clusters Score -1.943619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 177979 members 
Entering Unmasked Estep 
Score: -19436122.000000 Penalty: 3931.910645
	Iteration 104Q: 3 clusters Score -1.943612e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 178028 members 
Entering Unmasked Estep 
Score: -19436102.000000 Penalty: 3931.910645
	Iteration 105Q: 3 clusters Score -1.94361e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 178074 members 
Entering Unmasked Estep 
Score: -19436092.000000 Penalty: 3931.910645
	Iteration 106Q: 3 clusters Score -1.943609e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 178127 members 
Entering Unmasked Estep 
Score: -19436064.000000 Penalty: 3931.910645
	Iteration 107Q: 3 clusters Score -1.943606e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 178170 members 
Entering Unmasked Estep 
Score: -19436042.000000 Penalty: 3931.910645
	Iteration 108Q: 3 clusters Score -1.943604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 178206 members 
Entering Unmasked Estep 
Score: -19436006.000000 Penalty: 3931.910645
	Iteration 109Q: 3 clusters Score -1.943601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 178238 members 
Entering Unmasked Estep 
Score: -19435958.000000 Penalty: 3931.910645
	Iteration 110Q: 3 clusters Score -1.943596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 178276 members 
Entering Unmasked Estep 
Score: -19435916.000000 Penalty: 3931.910645
	Iteration 111Q: 3 clusters Score -1.943592e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 178314 members 
Entering Unmasked Estep 
Score: -19435896.000000 Penalty: 3931.910645
	Iteration 112Q: 3 clusters Score -1.94359e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 178354 members 
Entering Unmasked Estep 
Score: -19435858.000000 Penalty: 3931.910645
	Iteration 113Q: 3 clusters Score -1.943586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 178394 members 
Entering Unmasked Estep 
Score: -19435796.000000 Penalty: 3931.910645
	Iteration 114Q: 3 clusters Score -1.94358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 178427 members 
Entering Unmasked Estep 
Score: -19435754.000000 Penalty: 3931.910645
	Iteration 115Q: 3 clusters Score -1.943575e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 178459 members 
Entering Unmasked Estep 
Score: -19435718.000000 Penalty: 3931.910645
	Iteration 116Q: 3 clusters Score -1.943572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 178480 members 
Entering Unmasked Estep 
Score: -19435722.000000 Penalty: 3931.910645
	Iteration 117Q: 3 clusters Score -1.943572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 178490 members 
Entering Unmasked Estep 
Score: -19435728.000000 Penalty: 3931.910645
	Iteration 118Q: 3 clusters Score -1.943573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 178506 members 
Entering Unmasked Estep 
Score: -19435696.000000 Penalty: 3931.910645
	Iteration 119Q: 3 clusters Score -1.94357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 178531 members 
Entering Unmasked Estep 
Score: -19435674.000000 Penalty: 3931.910645
	Iteration 120F: 3 clusters Score -1.943567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 178551 members 
Entering Unmasked Estep 
Score: -19435686.000000 Penalty: 3931.910645
	Iteration 121Q: 3 clusters Score -1.943569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 178570 members 
Entering Unmasked Estep 
Score: -19435652.000000 Penalty: 3931.910645
	Iteration 122Q: 3 clusters Score -1.943565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 178591 members 
Entering Unmasked Estep 
Score: -19435608.000000 Penalty: 3931.910645
	Iteration 123Q: 3 clusters Score -1.943561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 178615 members 
Entering Unmasked Estep 
Score: -19435600.000000 Penalty: 3931.910645
	Iteration 124Q: 3 clusters Score -1.94356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 178629 members 
Entering Unmasked Estep 
Score: -19435598.000000 Penalty: 3931.910645
	Iteration 125Q: 3 clusters Score -1.94356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 178643 members 
Entering Unmasked Estep 
Score: -19435578.000000 Penalty: 3931.910645
	Iteration 126Q: 3 clusters Score -1.943558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 178664 members 
Entering Unmasked Estep 
Score: -19435592.000000 Penalty: 3931.910645
	Iteration 127Q: 3 clusters Score -1.943559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 178679 members 
Entering Unmasked Estep 
Score: -19435580.000000 Penalty: 3931.910645
	Iteration 128Q: 3 clusters Score -1.943558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 178692 members 
Entering Unmasked Estep 
Score: -19435562.000000 Penalty: 3931.910645
	Iteration 129Q: 3 clusters Score -1.943556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 178711 members 
Entering Unmasked Estep 
Score: -19435566.000000 Penalty: 3931.910645
	Iteration 130Q: 3 clusters Score -1.943557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 178732 members 
Entering Unmasked Estep 
Score: -19435538.000000 Penalty: 3931.910645
	Iteration 131Q: 3 clusters Score -1.943554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -19435524.000000 Penalty: 3931.910645
	Iteration 132Q: 3 clusters Score -1.943552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 178756 members 
Entering Unmasked Estep 
Score: -19435522.000000 Penalty: 3931.910645
	Iteration 133Q: 3 clusters Score -1.943552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 178766 members 
Entering Unmasked Estep 
Score: -19435518.000000 Penalty: 3931.910645
	Iteration 134Q: 3 clusters Score -1.943552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -19435496.000000 Penalty: 3931.910645
	Iteration 135Q: 3 clusters Score -1.94355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -19435504.000000 Penalty: 3931.910645
	Iteration 136Q: 3 clusters Score -1.94355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 178795 members 
Entering Unmasked Estep 
Score: -19435470.000000 Penalty: 3931.910645
	Iteration 137Q: 3 clusters Score -1.943547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 178803 members 
Entering Unmasked Estep 
Score: -19435470.000000 Penalty: 3931.910645
	Iteration 138Q: 3 clusters Score -1.943547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 178809 members 
Entering Unmasked Estep 
Score: -19435498.000000 Penalty: 3931.910645
	Iteration 139Q: 3 clusters Score -1.94355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 178818 members 
Entering Unmasked Estep 
Score: -19435486.000000 Penalty: 3931.910645
	Iteration 140F: 3 clusters Score -1.943549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 178818 members 
Entering Unmasked Estep 
Score: -19435484.000000 Penalty: 3931.910645
	Iteration 141Q: 3 clusters Score -1.943548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 178822 members 
Entering Unmasked Estep 
Score: -19435486.000000 Penalty: 3931.910645
	Iteration 142Q: 3 clusters Score -1.943549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 178823 members 
Entering Unmasked Estep 
Score: -19435484.000000 Penalty: 3931.910645
	Iteration 143Q: 3 clusters Score -1.943548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 178825 members 
Entering Unmasked Estep 
Score: -19435468.000000 Penalty: 3931.910645
	Iteration 144Q: 3 clusters Score -1.943547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 178828 members 
Entering Unmasked Estep 
Score: -19435464.000000 Penalty: 3931.910645
	Iteration 145Q: 3 clusters Score -1.943546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -19435454.000000 Penalty: 3931.910645
	Iteration 146Q: 3 clusters Score -1.943545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -19435470.000000 Penalty: 3931.910645
	Iteration 147Q: 3 clusters Score -1.943547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -19435472.000000 Penalty: 3931.910645
	Iteration 148Q: 3 clusters Score -1.943547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -19435472.000000 Penalty: 3931.910645
	Iteration 149F: 3 clusters Score -1.943547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Entering Unmasked Estep 
Score: -2359208.250000 Penalty: 1625.099854
	Iteration 0F: 2 clusters Score -2359208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2344067.250000 Penalty: 3250.199707
	Iteration 0F: 3 clusters Score -2344067 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2349954.000000 Penalty: 3250.199707
	Iteration 1F: 3 clusters Score -2349954 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2350641.250000 Penalty: 3250.199707
	Iteration 2F: 3 clusters Score -2350641 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2351580.750000 Penalty: 3250.199707
	Iteration 3F: 3 clusters Score -2351581 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2352870.500000 Penalty: 3250.199707
	Iteration 4F: 3 clusters Score -2352870 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2354421.750000 Penalty: 3250.199707
	Iteration 5F: 3 clusters Score -2354422 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2355926.250000 Penalty: 3250.199707
	Iteration 6F: 3 clusters Score -2355926 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2356995.250000 Penalty: 3250.199707
	Iteration 7F: 3 clusters Score -2356995 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2357543.500000 Penalty: 3250.199707
	Iteration 8Q: 3 clusters Score -2357544 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2357828.750000 Penalty: 3250.199707
	Iteration 9Q: 3 clusters Score -2357829 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2358046.250000 Penalty: 3250.199707
	Iteration 10Q: 3 clusters Score -2358046 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2358231.250000 Penalty: 3250.199707
	Iteration 11Q: 3 clusters Score -2358231 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2358407.750000 Penalty: 3250.199707
	Iteration 12Q: 3 clusters Score -2358408 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2358524.250000 Penalty: 3250.199707
	Iteration 13Q: 3 clusters Score -2358524 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2358649.000000 Penalty: 3250.199707
	Iteration 14Q: 3 clusters Score -2358649 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2358754.750000 Penalty: 3250.199707
	Iteration 15Q: 3 clusters Score -2358755 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2358830.500000 Penalty: 3250.199707
	Iteration 16Q: 3 clusters Score -2358830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2358870.250000 Penalty: 3250.199707
	Iteration 17Q: 3 clusters Score -2358870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2358892.250000 Penalty: 3250.199707
	Iteration 18Q: 3 clusters Score -2358892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2358918.500000 Penalty: 3250.199707
	Iteration 19Q: 3 clusters Score -2358918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2358932.250000 Penalty: 3250.199707
	Iteration 20F: 3 clusters Score -2358932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2358948.500000 Penalty: 3250.199707
	Iteration 21Q: 3 clusters Score -2358948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2358955.500000 Penalty: 3250.199707
	Iteration 22Q: 3 clusters Score -2358956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2358956.250000 Penalty: 3250.199707
	Iteration 23Q: 3 clusters Score -2358956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2358958.750000 Penalty: 3250.199707
	Iteration 24Q: 3 clusters Score -2358959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2358960.000000 Penalty: 3250.199707
	Iteration 25Q: 3 clusters Score -2358960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2358963.750000 Penalty: 3250.199707
	Iteration 26Q: 3 clusters Score -2358964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2358966.000000 Penalty: 3250.199707
	Iteration 27Q: 3 clusters Score -2358966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2358969.750000 Penalty: 3250.199707
	Iteration 28Q: 3 clusters Score -2358970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2358965.000000 Penalty: 3250.199707
	Iteration 29Q: 3 clusters Score -2358965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2358968.500000 Penalty: 3250.199707
	Iteration 30Q: 3 clusters Score -2358968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2358969.250000 Penalty: 3250.199707
	Iteration 31Q: 3 clusters Score -2358969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2358969.250000 Penalty: 3250.199707
	Iteration 32Q: 3 clusters Score -2358969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2358970.250000 Penalty: 3250.199707
	Iteration 33Q: 3 clusters Score -2358970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2358967.250000 Penalty: 3250.199707
	Iteration 34Q: 3 clusters Score -2358967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2358968.000000 Penalty: 3250.199707
	Iteration 35Q: 3 clusters Score -2358968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2358967.000000 Penalty: 3250.199707
	Iteration 36Q: 3 clusters Score -2358967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2358968.500000 Penalty: 3250.199707
	Iteration 37Q: 3 clusters Score -2358968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2358968.500000 Penalty: 3250.199707
	Iteration 38F: 3 clusters Score -2358968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Entering Unmasked Estep 
Score: -1078654.125000 Penalty: 1506.072266
	Iteration 0F: 2 clusters Score -1078654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1071047.500000 Penalty: 3012.144531
	Iteration 0F: 3 clusters Score -1071048 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1073480.250000 Penalty: 3012.144531
	Iteration 1F: 3 clusters Score -1073480 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1073737.375000 Penalty: 3012.144531
	Iteration 2F: 3 clusters Score -1073737 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1073962.250000 Penalty: 3012.144531
	Iteration 3Q: 3 clusters Score -1073962 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1074165.750000 Penalty: 3012.144531
	Iteration 4Q: 3 clusters Score -1074166 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1074375.875000 Penalty: 3012.144531
	Iteration 5Q: 3 clusters Score -1074376 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1074648.625000 Penalty: 3012.144531
	Iteration 6Q: 3 clusters Score -1074649 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1074971.250000 Penalty: 3012.144531
	Iteration 7F: 3 clusters Score -1074971 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1075329.875000 Penalty: 3012.144531
	Iteration 8F: 3 clusters Score -1075330 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1075707.500000 Penalty: 3012.144531
	Iteration 9F: 3 clusters Score -1075708 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1076024.250000 Penalty: 3012.144531
	Iteration 10Q: 3 clusters Score -1076024 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1076345.625000 Penalty: 3012.144531
	Iteration 11Q: 3 clusters Score -1076346 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1076613.250000 Penalty: 3012.144531
	Iteration 12Q: 3 clusters Score -1076613 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1076848.750000 Penalty: 3012.144531
	Iteration 13Q: 3 clusters Score -1076849 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1077019.000000 Penalty: 3012.144531
	Iteration 14Q: 3 clusters Score -1077019 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1077139.875000 Penalty: 3012.144531
	Iteration 15Q: 3 clusters Score -1077140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1077214.250000 Penalty: 3012.144531
	Iteration 16Q: 3 clusters Score -1077214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1077261.750000 Penalty: 3012.144531
	Iteration 17Q: 3 clusters Score -1077262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1077299.000000 Penalty: 3012.144531
	Iteration 18Q: 3 clusters Score -1077299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1077319.125000 Penalty: 3012.144531
	Iteration 19Q: 3 clusters Score -1077319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1077333.125000 Penalty: 3012.144531
	Iteration 20F: 3 clusters Score -1077333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1077346.250000 Penalty: 3012.144531
	Iteration 21Q: 3 clusters Score -1077346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1077352.875000 Penalty: 3012.144531
	Iteration 22Q: 3 clusters Score -1077353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1077362.125000 Penalty: 3012.144531
	Iteration 23Q: 3 clusters Score -1077362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1077371.125000 Penalty: 3012.144531
	Iteration 24Q: 3 clusters Score -1077371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1077376.750000 Penalty: 3012.144531
	Iteration 25Q: 3 clusters Score -1077377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1077377.000000 Penalty: 3012.144531
	Iteration 26Q: 3 clusters Score -1077377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1077380.500000 Penalty: 3012.144531
	Iteration 27Q: 3 clusters Score -1077380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1077381.875000 Penalty: 3012.144531
	Iteration 28Q: 3 clusters Score -1077382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1077382.875000 Penalty: 3012.144531
	Iteration 29Q: 3 clusters Score -1077383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1077384.750000 Penalty: 3012.144531
	Iteration 30Q: 3 clusters Score -1077385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1077385.625000 Penalty: 3012.144531
	Iteration 31Q: 3 clusters Score -1077386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1077385.625000 Penalty: 3012.144531
	Iteration 32F: 3 clusters Score -1077386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -233991.734375 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -233991.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -231550.062500 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -231550.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232205.562500 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -232205.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -232502.562500 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -232502.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -232784.375000 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -232784.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -233057.500000 Penalty: 2550.395996
	Iteration 4F: 3 clusters Score -233057.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -233359.046875 Penalty: 2550.395996
	Iteration 5F: 3 clusters Score -233359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -233534.343750 Penalty: 2550.395996
	Iteration 6F: 3 clusters Score -233534.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -233673.281250 Penalty: 2550.395996
	Iteration 7Q: 3 clusters Score -233673.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -233781.312500 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -233781.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -233862.203125 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -233862.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -233922.234375 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -233922.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -233969.375000 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -233969.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -234000.234375 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -234000.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -234015.625000 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -234015.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -234026.359375 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -234026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -234030.093750 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -234030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -234035.250000 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -234035.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -234041.953125 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -234042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -234055.765625 Penalty: 2550.395996
	Iteration 18Q: 3 clusters Score -234055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -234066.953125 Penalty: 2550.395996
	Iteration 19Q: 3 clusters Score -234067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -234074.687500 Penalty: 2550.395996
	Iteration 20F: 3 clusters Score -234074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -234080.062500 Penalty: 2550.395996
	Iteration 21Q: 3 clusters Score -234080.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -234084.968750 Penalty: 2550.395996
	Iteration 22Q: 3 clusters Score -234085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -234091.687500 Penalty: 2550.395996
	Iteration 23Q: 3 clusters Score -234091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -234092.984375 Penalty: 2550.395996
	Iteration 24Q: 3 clusters Score -234093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -234094.453125 Penalty: 2550.395996
	Iteration 25Q: 3 clusters Score -234094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -234095.171875 Penalty: 2550.395996
	Iteration 26Q: 3 clusters Score -234095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -234095.812500 Penalty: 2550.395996
	Iteration 27Q: 3 clusters Score -234095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -234096.156250 Penalty: 2550.395996
	Iteration 28Q: 3 clusters Score -234096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -234096.937500 Penalty: 2550.395996
	Iteration 29Q: 3 clusters Score -234096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -234099.765625 Penalty: 2550.395996
	Iteration 30Q: 3 clusters Score -234099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -234101.750000 Penalty: 2550.395996
	Iteration 31Q: 3 clusters Score -234101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -234103.906250 Penalty: 2550.395996
	Iteration 32Q: 3 clusters Score -234103.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -234110.125000 Penalty: 2550.395996
	Iteration 33Q: 3 clusters Score -234110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -234115.968750 Penalty: 2550.395996
	Iteration 34Q: 3 clusters Score -234116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -234118.546875 Penalty: 2550.395996
	Iteration 35Q: 3 clusters Score -234118.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -234124.656250 Penalty: 2550.395996
	Iteration 36Q: 3 clusters Score -234124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -234130.125000 Penalty: 2550.395996
	Iteration 37Q: 3 clusters Score -234130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -234134.437500 Penalty: 2550.395996
	Iteration 38Q: 3 clusters Score -234134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -234140.031250 Penalty: 2550.395996
	Iteration 39Q: 3 clusters Score -234140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -234140.515625 Penalty: 2550.395996
	Iteration 40F: 3 clusters Score -234140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -234142.109375 Penalty: 2550.395996
	Iteration 41Q: 3 clusters Score -234142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -234142.593750 Penalty: 2550.395996
	Iteration 42Q: 3 clusters Score -234142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -234143.250000 Penalty: 2550.395996
	Iteration 43Q: 3 clusters Score -234143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -234144.406250 Penalty: 2550.395996
	Iteration 44Q: 3 clusters Score -234144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -234145.031250 Penalty: 2550.395996
	Iteration 45Q: 3 clusters Score -234145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -234146.609375 Penalty: 2550.395996
	Iteration 46Q: 3 clusters Score -234146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -234147.546875 Penalty: 2550.395996
	Iteration 47Q: 3 clusters Score -234147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -234147.593750 Penalty: 2550.395996
	Iteration 48Q: 3 clusters Score -234147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -234149.593750 Penalty: 2550.395996
	Iteration 49Q: 3 clusters Score -234149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -234150.187500 Penalty: 2550.395996
	Iteration 50Q: 3 clusters Score -234150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -234150.187500 Penalty: 2550.395996
	Iteration 51F: 3 clusters Score -234150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 1383 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112836 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176043 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 197 members 
Mstep: Class 38 contains 1176 members 
Entering Unmasked Estep 
Score: -101027056.000000 Penalty: 85145.320312
Splitting cluster 11 changes total score from -101027424.000000 to -101027056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -187099.843750 Penalty: 1232.690674
	Iteration 0F: 2 clusters Score -187099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -185049.437500 Penalty: 2465.381348
	Iteration 0F: 3 clusters Score -185049.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -185597.218750 Penalty: 2465.381348
	Iteration 1F: 3 clusters Score -185597.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -185936.750000 Penalty: 2465.381348
	Iteration 2F: 3 clusters Score -185936.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186287.656250 Penalty: 2465.381348
	Iteration 3F: 3 clusters Score -186287.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -186699.109375 Penalty: 2465.381348
	Iteration 4F: 3 clusters Score -186699.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -187075.750000 Penalty: 2465.381348
	Iteration 5F: 3 clusters Score -187075.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -187271.500000 Penalty: 2465.381348
	Iteration 6F: 3 clusters Score -187271.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -187336.781250 Penalty: 2465.381348
	Iteration 7Q: 3 clusters Score -187336.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -187370.859375 Penalty: 2465.381348
	Iteration 8Q: 3 clusters Score -187370.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -187386.734375 Penalty: 2465.381348
	Iteration 9Q: 3 clusters Score -187386.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -187396.750000 Penalty: 2465.381348
	Iteration 10Q: 3 clusters Score -187396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -187404.046875 Penalty: 2465.381348
	Iteration 11Q: 3 clusters Score -187404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -187413.953125 Penalty: 2465.381348
	Iteration 12Q: 3 clusters Score -187414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -187427.796875 Penalty: 2465.381348
	Iteration 13Q: 3 clusters Score -187427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -187430.578125 Penalty: 2465.381348
	Iteration 14Q: 3 clusters Score -187430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -187431.968750 Penalty: 2465.381348
	Iteration 15Q: 3 clusters Score -187432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187434.031250 Penalty: 2465.381348
	Iteration 16Q: 3 clusters Score -187434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187434.031250 Penalty: 2465.381348
	Iteration 17F: 3 clusters Score -187434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 493 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112836 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176043 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 197 members 
Mstep: Class 38 contains 1477 members 
Entering Unmasked Estep 
Score: -101027312.000000 Penalty: 85145.320312
Splitting cluster 12 changes total score from -101027424.000000 to -101027312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -17676.621094 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -17676.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16845.867188 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -16845.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16965.636719 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -16965.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17011.404297 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -17011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17044.515625 Penalty: 1785.244995
	Iteration 3F: 3 clusters Score -17044.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17074.476562 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -17074.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17091.722656 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -17091.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17105.005859 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -17105.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17105.005859 Penalty: 1785.244995
	Iteration 7F: 3 clusters Score -17105.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -245080.015625 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -245080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242787.453125 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -242787.5 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -243463.750000 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -243463.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -243783.281250 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -243783.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -243976.750000 Penalty: 2520.763672
	Iteration 3F: 3 clusters Score -243976.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -244113.906250 Penalty: 2520.763672
	Iteration 4F: 3 clusters Score -244113.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -244194.171875 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -244194.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244260.171875 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -244260.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -244311.687500 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -244311.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -244344.765625 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -244344.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -244372.109375 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -244372.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -244388.109375 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -244388.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -244399.156250 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -244399.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -244409.156250 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -244409.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -244418.812500 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -244418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244427.546875 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -244427.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -244435.125000 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -244435.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244444.765625 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -244444.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244455.343750 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -244455.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244462.640625 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -244462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244468.187500 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -244468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244473.843750 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -244473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -244478.593750 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -244478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244484.500000 Penalty: 2520.763672
	Iteration 22Q: 3 clusters Score -244484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244490.078125 Penalty: 2520.763672
	Iteration 23Q: 3 clusters Score -244490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -244495.750000 Penalty: 2520.763672
	Iteration 24Q: 3 clusters Score -244495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -244501.031250 Penalty: 2520.763672
	Iteration 25Q: 3 clusters Score -244501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244507.109375 Penalty: 2520.763672
	Iteration 26Q: 3 clusters Score -244507.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244510.562500 Penalty: 2520.763672
	Iteration 27Q: 3 clusters Score -244510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244511.765625 Penalty: 2520.763672
	Iteration 28Q: 3 clusters Score -244511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -244512.156250 Penalty: 2520.763672
	Iteration 29Q: 3 clusters Score -244512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -244513.000000 Penalty: 2520.763672
	Iteration 30Q: 3 clusters Score -244513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -244513.000000 Penalty: 2520.763672
	Iteration 31F: 3 clusters Score -244513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Entering Unmasked Estep 
Score: -5989282.500000 Penalty: 1782.183716
	Iteration 0F: 2 clusters Score -5989282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5950476.000000 Penalty: 3564.367432
	Iteration 0F: 3 clusters Score -5950476 nChanged 27448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -5967136.000000 Penalty: 3564.367432
	Iteration 1F: 3 clusters Score -5967136 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5968682.500000 Penalty: 3564.367432
	Iteration 2F: 3 clusters Score -5968682 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5970943.000000 Penalty: 3564.367432
	Iteration 3F: 3 clusters Score -5970943 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5974053.000000 Penalty: 3564.367432
	Iteration 4F: 3 clusters Score -5974053 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5977734.500000 Penalty: 3564.367432
	Iteration 5F: 3 clusters Score -5977734 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5980828.000000 Penalty: 3564.367432
	Iteration 6F: 3 clusters Score -5980828 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -5982881.500000 Penalty: 3564.367432
	Iteration 7F: 3 clusters Score -5982882 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5984101.500000 Penalty: 3564.367432
	Iteration 8Q: 3 clusters Score -5984102 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -5984880.500000 Penalty: 3564.367432
	Iteration 9Q: 3 clusters Score -5984880 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -5985394.500000 Penalty: 3564.367432
	Iteration 10Q: 3 clusters Score -5985394 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -5985957.500000 Penalty: 3564.367432
	Iteration 11Q: 3 clusters Score -5985958 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -5986458.500000 Penalty: 3564.367432
	Iteration 12Q: 3 clusters Score -5986458 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5986950.000000 Penalty: 3564.367432
	Iteration 13Q: 3 clusters Score -5986950 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5987408.000000 Penalty: 3564.367432
	Iteration 14Q: 3 clusters Score -5987408 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5987779.500000 Penalty: 3564.367432
	Iteration 15Q: 3 clusters Score -5987780 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -5988090.500000 Penalty: 3564.367432
	Iteration 16Q: 3 clusters Score -5988090 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5988354.500000 Penalty: 3564.367432
	Iteration 17Q: 3 clusters Score -5988354 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -5988559.000000 Penalty: 3564.367432
	Iteration 18Q: 3 clusters Score -5988559 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -5988716.500000 Penalty: 3564.367432
	Iteration 19Q: 3 clusters Score -5988716 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -5988810.000000 Penalty: 3564.367432
	Iteration 20F: 3 clusters Score -5988810 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5988893.000000 Penalty: 3564.367432
	Iteration 21Q: 3 clusters Score -5988893 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5988936.500000 Penalty: 3564.367432
	Iteration 22Q: 3 clusters Score -5988936 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5988976.500000 Penalty: 3564.367432
	Iteration 23Q: 3 clusters Score -5988976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5989013.500000 Penalty: 3564.367432
	Iteration 24Q: 3 clusters Score -5989014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5989030.500000 Penalty: 3564.367432
	Iteration 25Q: 3 clusters Score -5989030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5989038.500000 Penalty: 3564.367432
	Iteration 26Q: 3 clusters Score -5989038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5989065.000000 Penalty: 3564.367432
	Iteration 27Q: 3 clusters Score -5989065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5989068.000000 Penalty: 3564.367432
	Iteration 28Q: 3 clusters Score -5989068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -5989103.500000 Penalty: 3564.367432
	Iteration 29Q: 3 clusters Score -5989104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5989098.500000 Penalty: 3564.367432
	Iteration 30Q: 3 clusters Score -5989098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5989111.500000 Penalty: 3564.367432
	Iteration 31Q: 3 clusters Score -5989112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5989124.000000 Penalty: 3564.367432
	Iteration 32Q: 3 clusters Score -5989124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5989140.000000 Penalty: 3564.367432
	Iteration 33Q: 3 clusters Score -5989140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5989127.500000 Penalty: 3564.367432
	Iteration 34Q: 3 clusters Score -5989128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5989137.500000 Penalty: 3564.367432
	Iteration 35Q: 3 clusters Score -5989138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5989131.500000 Penalty: 3564.367432
	Iteration 36Q: 3 clusters Score -5989132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5989128.000000 Penalty: 3564.367432
	Iteration 37Q: 3 clusters Score -5989128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5989130.000000 Penalty: 3564.367432
	Iteration 38Q: 3 clusters Score -5989130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5989132.000000 Penalty: 3564.367432
	Iteration 39Q: 3 clusters Score -5989132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5989135.000000 Penalty: 3564.367432
	Iteration 40F: 3 clusters Score -5989135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5989135.000000 Penalty: 3564.367432
	Iteration 41Q: 3 clusters Score -5989135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -5989138.500000 Penalty: 3564.367432
	Iteration 42Q: 3 clusters Score -5989138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5989137.000000 Penalty: 3564.367432
	Iteration 43Q: 3 clusters Score -5989137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5989137.000000 Penalty: 3564.367432
	Iteration 44F: 3 clusters Score -5989137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Entering Unmasked Estep 
Score: -1188261.000000 Penalty: 1528.473267
	Iteration 0F: 2 clusters Score -1188261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1179863.625000 Penalty: 3056.946533
	Iteration 0F: 3 clusters Score -1179864 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1182841.250000 Penalty: 3056.946533
	Iteration 1F: 3 clusters Score -1182841 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1183512.750000 Penalty: 3056.946533
	Iteration 2F: 3 clusters Score -1183513 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1184296.250000 Penalty: 3056.946533
	Iteration 3F: 3 clusters Score -1184296 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1185069.125000 Penalty: 3056.946533
	Iteration 4F: 3 clusters Score -1185069 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1185753.250000 Penalty: 3056.946533
	Iteration 5F: 3 clusters Score -1185753 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1186354.000000 Penalty: 3056.946533
	Iteration 6F: 3 clusters Score -1186354 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1186751.750000 Penalty: 3056.946533
	Iteration 7Q: 3 clusters Score -1186752 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1187028.250000 Penalty: 3056.946533
	Iteration 8Q: 3 clusters Score -1187028 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1187206.625000 Penalty: 3056.946533
	Iteration 9Q: 3 clusters Score -1187207 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1187340.375000 Penalty: 3056.946533
	Iteration 10Q: 3 clusters Score -1187340 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1187455.750000 Penalty: 3056.946533
	Iteration 11Q: 3 clusters Score -1187456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1187547.000000 Penalty: 3056.946533
	Iteration 12Q: 3 clusters Score -1187547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1187605.375000 Penalty: 3056.946533
	Iteration 13Q: 3 clusters Score -1187605 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1187646.125000 Penalty: 3056.946533
	Iteration 14Q: 3 clusters Score -1187646 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1187672.375000 Penalty: 3056.946533
	Iteration 15Q: 3 clusters Score -1187672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1187679.500000 Penalty: 3056.946533
	Iteration 16Q: 3 clusters Score -1187680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1187686.875000 Penalty: 3056.946533
	Iteration 17Q: 3 clusters Score -1187687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1187688.000000 Penalty: 3056.946533
	Iteration 18Q: 3 clusters Score -1187688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1187690.250000 Penalty: 3056.946533
	Iteration 19Q: 3 clusters Score -1187690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1187691.375000 Penalty: 3056.946533
	Iteration 20F: 3 clusters Score -1187691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1187691.500000 Penalty: 3056.946533
	Iteration 21Q: 3 clusters Score -1187692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1187692.625000 Penalty: 3056.946533
	Iteration 22Q: 3 clusters Score -1187693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1187691.500000 Penalty: 3056.946533
	Iteration 23Q: 3 clusters Score -1187692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1187694.875000 Penalty: 3056.946533
	Iteration 24Q: 3 clusters Score -1187695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1187693.750000 Penalty: 3056.946533
	Iteration 25Q: 3 clusters Score -1187694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1187693.750000 Penalty: 3056.946533
	Iteration 26F: 3 clusters Score -1187694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Entering Unmasked Estep 
Score: -1628774.500000 Penalty: 1572.414673
	Iteration 0F: 2 clusters Score -1628774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1617852.625000 Penalty: 3144.829346
	Iteration 0F: 3 clusters Score -1617853 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1621715.000000 Penalty: 3144.829346
	Iteration 1F: 3 clusters Score -1621715 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1622104.875000 Penalty: 3144.829346
	Iteration 2F: 3 clusters Score -1622105 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1622490.125000 Penalty: 3144.829346
	Iteration 3F: 3 clusters Score -1622490 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1622889.000000 Penalty: 3144.829346
	Iteration 4F: 3 clusters Score -1622889 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1623282.625000 Penalty: 3144.829346
	Iteration 5F: 3 clusters Score -1623283 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1623678.875000 Penalty: 3144.829346
	Iteration 6F: 3 clusters Score -1623679 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1624065.750000 Penalty: 3144.829346
	Iteration 7Q: 3 clusters Score -1624066 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1624389.875000 Penalty: 3144.829346
	Iteration 8Q: 3 clusters Score -1624390 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1624718.125000 Penalty: 3144.829346
	Iteration 9Q: 3 clusters Score -1624718 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1625041.125000 Penalty: 3144.829346
	Iteration 10Q: 3 clusters Score -1625041 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1625395.500000 Penalty: 3144.829346
	Iteration 11Q: 3 clusters Score -1625396 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1625754.625000 Penalty: 3144.829346
	Iteration 12Q: 3 clusters Score -1625755 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1626122.000000 Penalty: 3144.829346
	Iteration 13Q: 3 clusters Score -1626122 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1626470.750000 Penalty: 3144.829346
	Iteration 14Q: 3 clusters Score -1626471 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1626759.125000 Penalty: 3144.829346
	Iteration 15Q: 3 clusters Score -1626759 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1626990.000000 Penalty: 3144.829346
	Iteration 16Q: 3 clusters Score -1626990 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1627158.750000 Penalty: 3144.829346
	Iteration 17Q: 3 clusters Score -1627159 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1627263.375000 Penalty: 3144.829346
	Iteration 18Q: 3 clusters Score -1627263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1627332.125000 Penalty: 3144.829346
	Iteration 19Q: 3 clusters Score -1627332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1627379.000000 Penalty: 3144.829346
	Iteration 20F: 3 clusters Score -1627379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1627414.750000 Penalty: 3144.829346
	Iteration 21Q: 3 clusters Score -1627415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1627433.500000 Penalty: 3144.829346
	Iteration 22Q: 3 clusters Score -1627434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1627453.250000 Penalty: 3144.829346
	Iteration 23Q: 3 clusters Score -1627453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1627469.875000 Penalty: 3144.829346
	Iteration 24Q: 3 clusters Score -1627470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1627481.000000 Penalty: 3144.829346
	Iteration 25Q: 3 clusters Score -1627481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1627495.375000 Penalty: 3144.829346
	Iteration 26Q: 3 clusters Score -1627495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1627511.000000 Penalty: 3144.829346
	Iteration 27Q: 3 clusters Score -1627511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1627522.250000 Penalty: 3144.829346
	Iteration 28Q: 3 clusters Score -1627522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1627529.125000 Penalty: 3144.829346
	Iteration 29Q: 3 clusters Score -1627529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1627531.875000 Penalty: 3144.829346
	Iteration 30Q: 3 clusters Score -1627532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1627538.125000 Penalty: 3144.829346
	Iteration 31Q: 3 clusters Score -1627538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1627541.250000 Penalty: 3144.829346
	Iteration 32Q: 3 clusters Score -1627541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1627546.250000 Penalty: 3144.829346
	Iteration 33Q: 3 clusters Score -1627546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1627549.250000 Penalty: 3144.829346
	Iteration 34Q: 3 clusters Score -1627549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1627552.375000 Penalty: 3144.829346
	Iteration 35Q: 3 clusters Score -1627552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1627553.625000 Penalty: 3144.829346
	Iteration 36Q: 3 clusters Score -1627554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1627553.750000 Penalty: 3144.829346
	Iteration 37Q: 3 clusters Score -1627554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1627555.500000 Penalty: 3144.829346
	Iteration 38Q: 3 clusters Score -1627556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1627554.125000 Penalty: 3144.829346
	Iteration 39Q: 3 clusters Score -1627554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1627556.000000 Penalty: 3144.829346
	Iteration 40F: 3 clusters Score -1627556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1627557.875000 Penalty: 3144.829346
	Iteration 41Q: 3 clusters Score -1627558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1627558.250000 Penalty: 3144.829346
	Iteration 42Q: 3 clusters Score -1627558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1627556.000000 Penalty: 3144.829346
	Iteration 43Q: 3 clusters Score -1627556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1627557.000000 Penalty: 3144.829346
	Iteration 44Q: 3 clusters Score -1627557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1627557.000000 Penalty: 3144.829346
	Iteration 45F: 3 clusters Score -1627557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -1355733.375000 Penalty: 1533.732178
	Iteration 0F: 2 clusters Score -1355733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1346983.750000 Penalty: 3067.464355
	Iteration 0F: 3 clusters Score -1346984 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1349940.625000 Penalty: 3067.464355
	Iteration 1F: 3 clusters Score -1349941 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1350243.875000 Penalty: 3067.464355
	Iteration 2F: 3 clusters Score -1350244 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1350481.375000 Penalty: 3067.464355
	Iteration 3F: 3 clusters Score -1350481 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1350700.375000 Penalty: 3067.464355
	Iteration 4Q: 3 clusters Score -1350700 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1350959.875000 Penalty: 3067.464355
	Iteration 5Q: 3 clusters Score -1350960 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1351311.250000 Penalty: 3067.464355
	Iteration 6F: 3 clusters Score -1351311 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1351775.250000 Penalty: 3067.464355
	Iteration 7F: 3 clusters Score -1351775 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1352320.875000 Penalty: 3067.464355
	Iteration 8F: 3 clusters Score -1352321 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1352839.250000 Penalty: 3067.464355
	Iteration 9F: 3 clusters Score -1352839 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1353257.125000 Penalty: 3067.464355
	Iteration 10Q: 3 clusters Score -1353257 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1353558.625000 Penalty: 3067.464355
	Iteration 11Q: 3 clusters Score -1353559 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1353799.750000 Penalty: 3067.464355
	Iteration 12Q: 3 clusters Score -1353800 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1353993.625000 Penalty: 3067.464355
	Iteration 13Q: 3 clusters Score -1353994 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1354129.250000 Penalty: 3067.464355
	Iteration 14Q: 3 clusters Score -1354129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1354234.500000 Penalty: 3067.464355
	Iteration 15Q: 3 clusters Score -1354234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1354326.625000 Penalty: 3067.464355
	Iteration 16Q: 3 clusters Score -1354327 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1354390.250000 Penalty: 3067.464355
	Iteration 17Q: 3 clusters Score -1354390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1354430.750000 Penalty: 3067.464355
	Iteration 18Q: 3 clusters Score -1354431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1354454.125000 Penalty: 3067.464355
	Iteration 19Q: 3 clusters Score -1354454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1354469.625000 Penalty: 3067.464355
	Iteration 20F: 3 clusters Score -1354470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1354484.250000 Penalty: 3067.464355
	Iteration 21Q: 3 clusters Score -1354484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1354490.250000 Penalty: 3067.464355
	Iteration 22Q: 3 clusters Score -1354490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1354495.875000 Penalty: 3067.464355
	Iteration 23Q: 3 clusters Score -1354496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1354512.250000 Penalty: 3067.464355
	Iteration 24Q: 3 clusters Score -1354512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1354517.250000 Penalty: 3067.464355
	Iteration 25Q: 3 clusters Score -1354517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1354522.750000 Penalty: 3067.464355
	Iteration 26Q: 3 clusters Score -1354523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1354528.625000 Penalty: 3067.464355
	Iteration 27Q: 3 clusters Score -1354529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1354530.875000 Penalty: 3067.464355
	Iteration 28Q: 3 clusters Score -1354531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1354534.750000 Penalty: 3067.464355
	Iteration 29Q: 3 clusters Score -1354535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1354535.375000 Penalty: 3067.464355
	Iteration 30Q: 3 clusters Score -1354535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1354535.125000 Penalty: 3067.464355
	Iteration 31Q: 3 clusters Score -1354535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1354535.125000 Penalty: 3067.464355
	Iteration 32F: 3 clusters Score -1354535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Entering Unmasked Estep 
Score: -1342360.125000 Penalty: 1531.937134
	Iteration 0F: 2 clusters Score -1342360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1333677.250000 Penalty: 3063.874268
	Iteration 0F: 3 clusters Score -1333677 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1336681.125000 Penalty: 3063.874268
	Iteration 1F: 3 clusters Score -1336681 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1337034.500000 Penalty: 3063.874268
	Iteration 2F: 3 clusters Score -1337034 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1337438.125000 Penalty: 3063.874268
	Iteration 3F: 3 clusters Score -1337438 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1337936.000000 Penalty: 3063.874268
	Iteration 4F: 3 clusters Score -1337936 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1338570.750000 Penalty: 3063.874268
	Iteration 5F: 3 clusters Score -1338571 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1339370.125000 Penalty: 3063.874268
	Iteration 6F: 3 clusters Score -1339370 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1340195.375000 Penalty: 3063.874268
	Iteration 7F: 3 clusters Score -1340195 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1340883.625000 Penalty: 3063.874268
	Iteration 8F: 3 clusters Score -1340884 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1341425.875000 Penalty: 3063.874268
	Iteration 9F: 3 clusters Score -1341426 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1341826.375000 Penalty: 3063.874268
	Iteration 10Q: 3 clusters Score -1341826 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1342122.500000 Penalty: 3063.874268
	Iteration 11Q: 3 clusters Score -1342122 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1342373.625000 Penalty: 3063.874268
	Iteration 12Q: 3 clusters Score -1342374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1342602.250000 Penalty: 3063.874268
	Iteration 13Q: 3 clusters Score -1342602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1342741.375000 Penalty: 3063.874268
	Iteration 14Q: 3 clusters Score -1342741 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1342818.750000 Penalty: 3063.874268
	Iteration 15Q: 3 clusters Score -1342819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1342858.750000 Penalty: 3063.874268
	Iteration 16Q: 3 clusters Score -1342859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1342890.000000 Penalty: 3063.874268
	Iteration 17Q: 3 clusters Score -1342890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1342918.500000 Penalty: 3063.874268
	Iteration 18Q: 3 clusters Score -1342918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1342926.625000 Penalty: 3063.874268
	Iteration 19Q: 3 clusters Score -1342927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1342929.125000 Penalty: 3063.874268
	Iteration 20F: 3 clusters Score -1342929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1342940.250000 Penalty: 3063.874268
	Iteration 21Q: 3 clusters Score -1342940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1342946.500000 Penalty: 3063.874268
	Iteration 22Q: 3 clusters Score -1342946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1342948.625000 Penalty: 3063.874268
	Iteration 23Q: 3 clusters Score -1342949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1342950.875000 Penalty: 3063.874268
	Iteration 24Q: 3 clusters Score -1342951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1342953.500000 Penalty: 3063.874268
	Iteration 25Q: 3 clusters Score -1342954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1342953.750000 Penalty: 3063.874268
	Iteration 26Q: 3 clusters Score -1342954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1342955.500000 Penalty: 3063.874268
	Iteration 27Q: 3 clusters Score -1342956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1342954.750000 Penalty: 3063.874268
	Iteration 28Q: 3 clusters Score -1342955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1342954.750000 Penalty: 3063.874268
	Iteration 29F: 3 clusters Score -1342955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 8790 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112836 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176043 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 197 members 
Mstep: Class 38 contains 3633 members 
Entering Unmasked Estep 
Score: -101027664.000000 Penalty: 85145.320312
Splitting cluster 19 changes total score from -101027424.000000 to -101027664.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -145805.843750 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -145805.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -143987.937500 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -143987.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144324.703125 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -144324.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -144428.343750 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -144428.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -144499.890625 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -144499.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -144555.546875 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -144555.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144602.375000 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -144602.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144640.593750 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -144640.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144666.812500 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -144666.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144682.359375 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -144682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144699.609375 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -144699.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -144716.250000 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -144716.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -144729.250000 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -144729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -144736.921875 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -144736.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -144749.703125 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -144749.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -144757.921875 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -144757.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -144764.406250 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -144764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144772.703125 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -144772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -144779.515625 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -144779.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -144786.312500 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -144786.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -144789.984375 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -144790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144793.406250 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -144793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -144796.671875 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -144796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -144801.906250 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -144801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144806.671875 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -144806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144809.953125 Penalty: 2381.101318
	Iteration 24Q: 3 clusters Score -144810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144810.265625 Penalty: 2381.101318
	Iteration 25Q: 3 clusters Score -144810.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144810.671875 Penalty: 2381.101318
	Iteration 26Q: 3 clusters Score -144810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144810.671875 Penalty: 2381.101318
	Iteration 27F: 3 clusters Score -144810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -250028.546875 Penalty: 1259.474854
	Iteration 0F: 2 clusters Score -250028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -247729.281250 Penalty: 2518.949707
	Iteration 0F: 3 clusters Score -247729.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -248182.203125 Penalty: 2518.949707
	Iteration 1F: 3 clusters Score -248182.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -248287.734375 Penalty: 2518.949707
	Iteration 2F: 3 clusters Score -248287.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -248366.687500 Penalty: 2518.949707
	Iteration 3Q: 3 clusters Score -248366.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -248413.343750 Penalty: 2518.949707
	Iteration 4Q: 3 clusters Score -248413.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -248451.109375 Penalty: 2518.949707
	Iteration 5Q: 3 clusters Score -248451.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -248478.828125 Penalty: 2518.949707
	Iteration 6Q: 3 clusters Score -248478.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -248513.156250 Penalty: 2518.949707
	Iteration 7Q: 3 clusters Score -248513.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -248540.281250 Penalty: 2518.949707
	Iteration 8Q: 3 clusters Score -248540.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -248564.296875 Penalty: 2518.949707
	Iteration 9Q: 3 clusters Score -248564.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -248586.125000 Penalty: 2518.949707
	Iteration 10Q: 3 clusters Score -248586.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -248600.765625 Penalty: 2518.949707
	Iteration 11Q: 3 clusters Score -248600.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -248612.125000 Penalty: 2518.949707
	Iteration 12Q: 3 clusters Score -248612.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -248624.234375 Penalty: 2518.949707
	Iteration 13Q: 3 clusters Score -248624.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -248637.968750 Penalty: 2518.949707
	Iteration 14Q: 3 clusters Score -248638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -248650.609375 Penalty: 2518.949707
	Iteration 15Q: 3 clusters Score -248650.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -248658.093750 Penalty: 2518.949707
	Iteration 16Q: 3 clusters Score -248658.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -248667.000000 Penalty: 2518.949707
	Iteration 17Q: 3 clusters Score -248667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -248673.093750 Penalty: 2518.949707
	Iteration 18Q: 3 clusters Score -248673.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -248679.218750 Penalty: 2518.949707
	Iteration 19Q: 3 clusters Score -248679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -248682.656250 Penalty: 2518.949707
	Iteration 20F: 3 clusters Score -248682.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -248685.796875 Penalty: 2518.949707
	Iteration 21Q: 3 clusters Score -248685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -248688.734375 Penalty: 2518.949707
	Iteration 22Q: 3 clusters Score -248688.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -248691.609375 Penalty: 2518.949707
	Iteration 23Q: 3 clusters Score -248691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -248691.984375 Penalty: 2518.949707
	Iteration 24Q: 3 clusters Score -248692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -248694.750000 Penalty: 2518.949707
	Iteration 25Q: 3 clusters Score -248694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -248699.906250 Penalty: 2518.949707
	Iteration 26Q: 3 clusters Score -248699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -248703.109375 Penalty: 2518.949707
	Iteration 27Q: 3 clusters Score -248703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -248706.390625 Penalty: 2518.949707
	Iteration 28Q: 3 clusters Score -248706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -248709.187500 Penalty: 2518.949707
	Iteration 29Q: 3 clusters Score -248709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -248715.734375 Penalty: 2518.949707
	Iteration 30Q: 3 clusters Score -248715.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -248719.406250 Penalty: 2518.949707
	Iteration 31Q: 3 clusters Score -248719.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -248722.390625 Penalty: 2518.949707
	Iteration 32Q: 3 clusters Score -248722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -248724.109375 Penalty: 2518.949707
	Iteration 33Q: 3 clusters Score -248724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -248725.578125 Penalty: 2518.949707
	Iteration 34Q: 3 clusters Score -248725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -248727.156250 Penalty: 2518.949707
	Iteration 35Q: 3 clusters Score -248727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -248727.828125 Penalty: 2518.949707
	Iteration 36Q: 3 clusters Score -248727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -248728.171875 Penalty: 2518.949707
	Iteration 37Q: 3 clusters Score -248728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -248728.281250 Penalty: 2518.949707
	Iteration 38Q: 3 clusters Score -248728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -248729.515625 Penalty: 2518.949707
	Iteration 39Q: 3 clusters Score -248729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -248730.093750 Penalty: 2518.949707
	Iteration 40F: 3 clusters Score -248730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -248730.796875 Penalty: 2518.949707
	Iteration 41Q: 3 clusters Score -248730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -248730.796875 Penalty: 2518.949707
	Iteration 42F: 3 clusters Score -248730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (105015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105015 members 
Entering Unmasked Estep 
Score: -11250640.000000 Penalty: 1878.802002
	Iteration 0F: 2 clusters Score -1.125064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -11180954.000000 Penalty: 3757.604004
	Iteration 0F: 3 clusters Score -1.118095e+07 nChanged 50390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -11210164.000000 Penalty: 3757.604004
	Iteration 1F: 3 clusters Score -1.121016e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -11211101.000000 Penalty: 3757.604004
	Iteration 2Q: 3 clusters Score -1.12111e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -11212267.000000 Penalty: 3757.604004
	Iteration 3Q: 3 clusters Score -1.121227e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -11213875.000000 Penalty: 3757.604004
	Iteration 4Q: 3 clusters Score -1.121388e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -11216384.000000 Penalty: 3757.604004
	Iteration 5F: 3 clusters Score -1.121638e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -11220168.000000 Penalty: 3757.604004
	Iteration 6F: 3 clusters Score -1.122017e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -11225405.000000 Penalty: 3757.604004
	Iteration 7F: 3 clusters Score -1.12254e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -11231411.000000 Penalty: 3757.604004
	Iteration 8F: 3 clusters Score -1.123141e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -11237193.000000 Penalty: 3757.604004
	Iteration 9F: 3 clusters Score -1.123719e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -11241585.000000 Penalty: 3757.604004
	Iteration 10F: 3 clusters Score -1.124158e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 97090 members 
Entering Unmasked Estep 
Score: -11244362.000000 Penalty: 3757.604004
	Iteration 11Q: 3 clusters Score -1.124436e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -11245974.000000 Penalty: 3757.604004
	Iteration 12Q: 3 clusters Score -1.124597e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -11247222.000000 Penalty: 3757.604004
	Iteration 13Q: 3 clusters Score -1.124722e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -11248051.000000 Penalty: 3757.604004
	Iteration 14Q: 3 clusters Score -1.124805e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -11248571.000000 Penalty: 3757.604004
	Iteration 15Q: 3 clusters Score -1.124857e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -11248875.000000 Penalty: 3757.604004
	Iteration 16Q: 3 clusters Score -1.124888e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 104136 members 
Entering Unmasked Estep 
Score: -11249030.000000 Penalty: 3757.604004
	Iteration 17Q: 3 clusters Score -1.124903e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -11249104.000000 Penalty: 3757.604004
	Iteration 18Q: 3 clusters Score -1.12491e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -11249148.000000 Penalty: 3757.604004
	Iteration 19Q: 3 clusters Score -1.124915e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -11249179.000000 Penalty: 3757.604004
	Iteration 20F: 3 clusters Score -1.124918e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -11249205.000000 Penalty: 3757.604004
	Iteration 21Q: 3 clusters Score -1.12492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -11249209.000000 Penalty: 3757.604004
	Iteration 22Q: 3 clusters Score -1.124921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -11249227.000000 Penalty: 3757.604004
	Iteration 23Q: 3 clusters Score -1.124923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -11249237.000000 Penalty: 3757.604004
	Iteration 24Q: 3 clusters Score -1.124924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 104478 members 
Entering Unmasked Estep 
Score: -11249239.000000 Penalty: 3757.604004
	Iteration 25Q: 3 clusters Score -1.124924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -11249237.000000 Penalty: 3757.604004
	Iteration 26Q: 3 clusters Score -1.124924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -11249253.000000 Penalty: 3757.604004
	Iteration 27Q: 3 clusters Score -1.124925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -11249257.000000 Penalty: 3757.604004
	Iteration 28Q: 3 clusters Score -1.124926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -11249253.000000 Penalty: 3757.604004
	Iteration 29Q: 3 clusters Score -1.124925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -11249272.000000 Penalty: 3757.604004
	Iteration 30Q: 3 clusters Score -1.124927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -11249283.000000 Penalty: 3757.604004
	Iteration 31Q: 3 clusters Score -1.124928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -11249288.000000 Penalty: 3757.604004
	Iteration 32Q: 3 clusters Score -1.124929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -11249294.000000 Penalty: 3757.604004
	Iteration 33Q: 3 clusters Score -1.124929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -11249288.000000 Penalty: 3757.604004
	Iteration 34Q: 3 clusters Score -1.124929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -11249288.000000 Penalty: 3757.604004
	Iteration 35Q: 3 clusters Score -1.124929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -11249301.000000 Penalty: 3757.604004
	Iteration 36Q: 3 clusters Score -1.12493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -11249302.000000 Penalty: 3757.604004
	Iteration 37Q: 3 clusters Score -1.12493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -11249300.000000 Penalty: 3757.604004
	Iteration 38Q: 3 clusters Score -1.12493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -11249312.000000 Penalty: 3757.604004
	Iteration 39Q: 3 clusters Score -1.124931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -11249320.000000 Penalty: 3757.604004
	Iteration 40F: 3 clusters Score -1.124932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -11249317.000000 Penalty: 3757.604004
	Iteration 41Q: 3 clusters Score -1.124932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -11249316.000000 Penalty: 3757.604004
	Iteration 42Q: 3 clusters Score -1.124932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -11249314.000000 Penalty: 3757.604004
	Iteration 43Q: 3 clusters Score -1.124931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -11249322.000000 Penalty: 3757.604004
	Iteration 44Q: 3 clusters Score -1.124932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -11249322.000000 Penalty: 3757.604004
	Iteration 45Q: 3 clusters Score -1.124932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -11249318.000000 Penalty: 3757.604004
	Iteration 46Q: 3 clusters Score -1.124932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -11249319.000000 Penalty: 3757.604004
	Iteration 47Q: 3 clusters Score -1.124932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -11249319.000000 Penalty: 3757.604004
	Iteration 48F: 3 clusters Score -1.124932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (112836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Entering Unmasked Estep 
Score: -12219541.000000 Penalty: 1890.474731
	Iteration 0F: 2 clusters Score -1.221954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -12145184.000000 Penalty: 3780.949463
	Iteration 0F: 3 clusters Score -1.214518e+07 nChanged 53769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -12176300.000000 Penalty: 3780.949463
	Iteration 1F: 3 clusters Score -1.21763e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -12177037.000000 Penalty: 3780.949463
	Iteration 2Q: 3 clusters Score -1.217704e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -12177819.000000 Penalty: 3780.949463
	Iteration 3Q: 3 clusters Score -1.217782e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -12179236.000000 Penalty: 3780.949463
	Iteration 4Q: 3 clusters Score -1.217924e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -12181435.000000 Penalty: 3780.949463
	Iteration 5Q: 3 clusters Score -1.218144e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
Score: -12185088.000000 Penalty: 3780.949463
	Iteration 6F: 3 clusters Score -1.218509e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -12190605.000000 Penalty: 3780.949463
	Iteration 7F: 3 clusters Score -1.21906e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -12197460.000000 Penalty: 3780.949463
	Iteration 8F: 3 clusters Score -1.219746e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -12204723.000000 Penalty: 3780.949463
	Iteration 9F: 3 clusters Score -1.220472e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -12210600.000000 Penalty: 3780.949463
	Iteration 10F: 3 clusters Score -1.22106e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -12214226.000000 Penalty: 3780.949463
	Iteration 11Q: 3 clusters Score -1.221423e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -12216022.000000 Penalty: 3780.949463
	Iteration 12Q: 3 clusters Score -1.221602e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -12216771.000000 Penalty: 3780.949463
	Iteration 13Q: 3 clusters Score -1.221677e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 110166 members 
Entering Unmasked Estep 
Score: -12217285.000000 Penalty: 3780.949463
	Iteration 14Q: 3 clusters Score -1.221728e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -12217473.000000 Penalty: 3780.949463
	Iteration 15Q: 3 clusters Score -1.221747e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -12217635.000000 Penalty: 3780.949463
	Iteration 16Q: 3 clusters Score -1.221764e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 111395 members 
Entering Unmasked Estep 
Score: -12217784.000000 Penalty: 3780.949463
	Iteration 17Q: 3 clusters Score -1.221778e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -12217855.000000 Penalty: 3780.949463
	Iteration 18Q: 3 clusters Score -1.221786e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -12217937.000000 Penalty: 3780.949463
	Iteration 19Q: 3 clusters Score -1.221794e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 111866 members 
Entering Unmasked Estep 
Score: -12218010.000000 Penalty: 3780.949463
	Iteration 20F: 3 clusters Score -1.221801e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 111948 members 
Entering Unmasked Estep 
Score: -12218067.000000 Penalty: 3780.949463
	Iteration 21Q: 3 clusters Score -1.221807e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -12218108.000000 Penalty: 3780.949463
	Iteration 22Q: 3 clusters Score -1.221811e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -12218145.000000 Penalty: 3780.949463
	Iteration 23Q: 3 clusters Score -1.221814e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 112109 members 
Entering Unmasked Estep 
Score: -12218188.000000 Penalty: 3780.949463
	Iteration 24Q: 3 clusters Score -1.221819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 112139 members 
Entering Unmasked Estep 
Score: -12218209.000000 Penalty: 3780.949463
	Iteration 25Q: 3 clusters Score -1.221821e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -12218231.000000 Penalty: 3780.949463
	Iteration 26Q: 3 clusters Score -1.221823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -12218247.000000 Penalty: 3780.949463
	Iteration 27Q: 3 clusters Score -1.221825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 112182 members 
Entering Unmasked Estep 
Score: -12218251.000000 Penalty: 3780.949463
	Iteration 28Q: 3 clusters Score -1.221825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -12218256.000000 Penalty: 3780.949463
	Iteration 29Q: 3 clusters Score -1.221826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -12218259.000000 Penalty: 3780.949463
	Iteration 30Q: 3 clusters Score -1.221826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -12218262.000000 Penalty: 3780.949463
	Iteration 31Q: 3 clusters Score -1.221826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 112200 members 
Entering Unmasked Estep 
Score: -12218264.000000 Penalty: 3780.949463
	Iteration 32Q: 3 clusters Score -1.221826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -12218267.000000 Penalty: 3780.949463
	Iteration 33Q: 3 clusters Score -1.221827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -12218258.000000 Penalty: 3780.949463
	Iteration 34Q: 3 clusters Score -1.221826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -12218265.000000 Penalty: 3780.949463
	Iteration 35Q: 3 clusters Score -1.221826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -12218274.000000 Penalty: 3780.949463
	Iteration 36Q: 3 clusters Score -1.221827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -12218274.000000 Penalty: 3780.949463
	Iteration 37Q: 3 clusters Score -1.221827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -12218299.000000 Penalty: 3780.949463
	Iteration 38Q: 3 clusters Score -1.22183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -12218292.000000 Penalty: 3780.949463
	Iteration 39Q: 3 clusters Score -1.221829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -12218297.000000 Penalty: 3780.949463
	Iteration 40F: 3 clusters Score -1.22183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -12218291.000000 Penalty: 3780.949463
	Iteration 41Q: 3 clusters Score -1.221829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -12218288.000000 Penalty: 3780.949463
	Iteration 42Q: 3 clusters Score -1.221829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -12218295.000000 Penalty: 3780.949463
	Iteration 43Q: 3 clusters Score -1.22183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -12218297.000000 Penalty: 3780.949463
	Iteration 44Q: 3 clusters Score -1.22183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
Score: -12218299.000000 Penalty: 3780.949463
	Iteration 45Q: 3 clusters Score -1.22183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -12218290.000000 Penalty: 3780.949463
	Iteration 46Q: 3 clusters Score -1.221829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -12218297.000000 Penalty: 3780.949463
	Iteration 47Q: 3 clusters Score -1.22183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 112223 members 
Entering Unmasked Estep 
Score: -12218292.000000 Penalty: 3780.949463
	Iteration 48Q: 3 clusters Score -1.221829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -12218301.000000 Penalty: 3780.949463
	Iteration 49Q: 3 clusters Score -1.22183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -12218309.000000 Penalty: 3780.949463
	Iteration 50Q: 3 clusters Score -1.221831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -12218301.000000 Penalty: 3780.949463
	Iteration 51Q: 3 clusters Score -1.22183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -12218307.000000 Penalty: 3780.949463
	Iteration 52Q: 3 clusters Score -1.221831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -12218307.000000 Penalty: 3780.949463
	Iteration 53F: 3 clusters Score -1.221831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -943296.750000 Penalty: 1484.555298
	Iteration 0F: 2 clusters Score -943296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -936667.500000 Penalty: 2969.110596
	Iteration 0F: 3 clusters Score -936667.5 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -938867.812500 Penalty: 2969.110596
	Iteration 1F: 3 clusters Score -938867.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -939313.125000 Penalty: 2969.110596
	Iteration 2F: 3 clusters Score -939313.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -939839.000000 Penalty: 2969.110596
	Iteration 3F: 3 clusters Score -939839 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -940456.625000 Penalty: 2969.110596
	Iteration 4F: 3 clusters Score -940456.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -941147.062500 Penalty: 2969.110596
	Iteration 5F: 3 clusters Score -941147.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -941851.812500 Penalty: 2969.110596
	Iteration 6F: 3 clusters Score -941851.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -942476.750000 Penalty: 2969.110596
	Iteration 7F: 3 clusters Score -942476.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -942910.187500 Penalty: 2969.110596
	Iteration 8Q: 3 clusters Score -942910.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -943200.625000 Penalty: 2969.110596
	Iteration 9Q: 3 clusters Score -943200.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -943407.000000 Penalty: 2969.110596
	Iteration 10Q: 3 clusters Score -943407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -943518.000000 Penalty: 2969.110596
	Iteration 11Q: 3 clusters Score -943518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -943566.687500 Penalty: 2969.110596
	Iteration 12Q: 3 clusters Score -943566.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -943585.062500 Penalty: 2969.110596
	Iteration 13Q: 3 clusters Score -943585.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -943591.187500 Penalty: 2969.110596
	Iteration 14Q: 3 clusters Score -943591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -943598.937500 Penalty: 2969.110596
	Iteration 15Q: 3 clusters Score -943598.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -943599.437500 Penalty: 2969.110596
	Iteration 16Q: 3 clusters Score -943599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -943599.750000 Penalty: 2969.110596
	Iteration 17Q: 3 clusters Score -943599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -943600.437500 Penalty: 2969.110596
	Iteration 18Q: 3 clusters Score -943600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -943601.125000 Penalty: 2969.110596
	Iteration 19Q: 3 clusters Score -943601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -943601.125000 Penalty: 2969.110596
	Iteration 20F: 3 clusters Score -943601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 8790 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112836 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176043 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 197 members 
Mstep: Class 38 contains 3633 members 
Mstep: Class 39 contains 7663 members 
Entering Unmasked Estep 
Score: -101027136.000000 Penalty: 87385.984375
Splitting cluster 24 changes total score from -101027424.000000 to -101027136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -62107.750000 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -62107.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60935.203125 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -60935.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61609.785156 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -61609.79 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62065.949219 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -62065.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62418.347656 Penalty: 2156.682617
	Iteration 3F: 3 clusters Score -62418.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62606.863281 Penalty: 2156.682617
	Iteration 4F: 3 clusters Score -62606.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62746.542969 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -62746.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62812.054688 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -62812.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62917.601562 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -62917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62963.960938 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -62963.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62995.753906 Penalty: 2156.682617
	Iteration 9Q: 3 clusters Score -62995.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63026.488281 Penalty: 2156.682617
	Iteration 10Q: 3 clusters Score -63026.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63069.878906 Penalty: 2156.682617
	Iteration 11Q: 3 clusters Score -63069.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63103.269531 Penalty: 2156.682617
	Iteration 12Q: 3 clusters Score -63103.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63116.902344 Penalty: 2156.682617
	Iteration 13Q: 3 clusters Score -63116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63123.707031 Penalty: 2156.682617
	Iteration 14Q: 3 clusters Score -63123.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63123.707031 Penalty: 2156.682617
	Iteration 15F: 3 clusters Score -63123.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 8790 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112836 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176043 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 197 members 
Mstep: Class 38 contains 3633 members 
Mstep: Class 39 contains 322 members 
Entering Unmasked Estep 
Score: -101027544.000000 Penalty: 87385.984375
Splitting cluster 25 changes total score from -101027424.000000 to -101027544.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -186387.921875 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -186387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184430.484375 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -184430.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -184862.906250 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -184862.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185025.984375 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -185026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185139.984375 Penalty: 2430.955811
	Iteration 3F: 3 clusters Score -185140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185204.859375 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -185204.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -185248.109375 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -185248.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185282.640625 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -185282.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -185317.140625 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -185317.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -185355.781250 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -185355.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185389.796875 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -185389.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -185419.750000 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -185419.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -185453.171875 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -185453.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -185481.937500 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -185481.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -185514.734375 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -185514.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -185553.515625 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -185553.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185579.296875 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -185579.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -185601.062500 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -185601.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -185625.765625 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -185625.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -185639.250000 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -185639.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185659.000000 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -185659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -185682.406250 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -185682.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -185699.343750 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -185699.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -185713.265625 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -185713.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185723.578125 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -185723.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -185732.687500 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -185732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -185736.203125 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -185736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185738.078125 Penalty: 2430.955811
	Iteration 26Q: 3 clusters Score -185738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -185739.015625 Penalty: 2430.955811
	Iteration 27Q: 3 clusters Score -185739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -185739.015625 Penalty: 2430.955811
	Iteration 28F: 3 clusters Score -185739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Entering Unmasked Estep 
Score: -2723999.500000 Penalty: 1650.601562
	Iteration 0F: 2 clusters Score -2724000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2706563.250000 Penalty: 3301.203125
	Iteration 0F: 3 clusters Score -2706563 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2713307.750000 Penalty: 3301.203125
	Iteration 1F: 3 clusters Score -2713308 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2713794.750000 Penalty: 3301.203125
	Iteration 2F: 3 clusters Score -2713795 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2714202.750000 Penalty: 3301.203125
	Iteration 3Q: 3 clusters Score -2714203 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2714627.250000 Penalty: 3301.203125
	Iteration 4Q: 3 clusters Score -2714627 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2715110.750000 Penalty: 3301.203125
	Iteration 5Q: 3 clusters Score -2715111 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2715684.250000 Penalty: 3301.203125
	Iteration 6Q: 3 clusters Score -2715684 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2716352.000000 Penalty: 3301.203125
	Iteration 7Q: 3 clusters Score -2716352 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2717044.250000 Penalty: 3301.203125
	Iteration 8Q: 3 clusters Score -2717044 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2717742.750000 Penalty: 3301.203125
	Iteration 9Q: 3 clusters Score -2717743 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2718377.500000 Penalty: 3301.203125
	Iteration 10Q: 3 clusters Score -2718378 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2718874.000000 Penalty: 3301.203125
	Iteration 11Q: 3 clusters Score -2718874 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2719229.000000 Penalty: 3301.203125
	Iteration 12Q: 3 clusters Score -2719229 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2719578.250000 Penalty: 3301.203125
	Iteration 13Q: 3 clusters Score -2719578 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2719892.000000 Penalty: 3301.203125
	Iteration 14Q: 3 clusters Score -2719892 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2720198.250000 Penalty: 3301.203125
	Iteration 15Q: 3 clusters Score -2720198 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2720495.000000 Penalty: 3301.203125
	Iteration 16Q: 3 clusters Score -2720495 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2720773.250000 Penalty: 3301.203125
	Iteration 17Q: 3 clusters Score -2720773 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2721064.000000 Penalty: 3301.203125
	Iteration 18Q: 3 clusters Score -2721064 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2721333.000000 Penalty: 3301.203125
	Iteration 19Q: 3 clusters Score -2721333 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2721559.750000 Penalty: 3301.203125
	Iteration 20F: 3 clusters Score -2721560 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2721753.250000 Penalty: 3301.203125
	Iteration 21Q: 3 clusters Score -2721753 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2721937.500000 Penalty: 3301.203125
	Iteration 22Q: 3 clusters Score -2721938 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2722105.250000 Penalty: 3301.203125
	Iteration 23Q: 3 clusters Score -2722105 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2722263.500000 Penalty: 3301.203125
	Iteration 24Q: 3 clusters Score -2722264 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2722372.000000 Penalty: 3301.203125
	Iteration 25Q: 3 clusters Score -2722372 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2722472.500000 Penalty: 3301.203125
	Iteration 26Q: 3 clusters Score -2722472 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2722557.000000 Penalty: 3301.203125
	Iteration 27Q: 3 clusters Score -2722557 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2722627.250000 Penalty: 3301.203125
	Iteration 28Q: 3 clusters Score -2722627 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2722703.500000 Penalty: 3301.203125
	Iteration 29Q: 3 clusters Score -2722704 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2722771.750000 Penalty: 3301.203125
	Iteration 30Q: 3 clusters Score -2722772 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2722837.250000 Penalty: 3301.203125
	Iteration 31Q: 3 clusters Score -2722837 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2722873.250000 Penalty: 3301.203125
	Iteration 32Q: 3 clusters Score -2722873 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2722912.000000 Penalty: 3301.203125
	Iteration 33Q: 3 clusters Score -2722912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2722937.000000 Penalty: 3301.203125
	Iteration 34Q: 3 clusters Score -2722937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2722962.250000 Penalty: 3301.203125
	Iteration 35Q: 3 clusters Score -2722962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2722985.500000 Penalty: 3301.203125
	Iteration 36Q: 3 clusters Score -2722986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2723000.500000 Penalty: 3301.203125
	Iteration 37Q: 3 clusters Score -2723000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2723022.250000 Penalty: 3301.203125
	Iteration 38Q: 3 clusters Score -2723022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2723039.500000 Penalty: 3301.203125
	Iteration 39Q: 3 clusters Score -2723040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2723055.500000 Penalty: 3301.203125
	Iteration 40F: 3 clusters Score -2723056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2723073.000000 Penalty: 3301.203125
	Iteration 41Q: 3 clusters Score -2723073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2723085.500000 Penalty: 3301.203125
	Iteration 42Q: 3 clusters Score -2723086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2723100.000000 Penalty: 3301.203125
	Iteration 43Q: 3 clusters Score -2723100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2723112.000000 Penalty: 3301.203125
	Iteration 44Q: 3 clusters Score -2723112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2723119.250000 Penalty: 3301.203125
	Iteration 45Q: 3 clusters Score -2723119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2723128.500000 Penalty: 3301.203125
	Iteration 46Q: 3 clusters Score -2723128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2723138.750000 Penalty: 3301.203125
	Iteration 47Q: 3 clusters Score -2723139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2723149.250000 Penalty: 3301.203125
	Iteration 48Q: 3 clusters Score -2723149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2723162.500000 Penalty: 3301.203125
	Iteration 49Q: 3 clusters Score -2723162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2723169.000000 Penalty: 3301.203125
	Iteration 50Q: 3 clusters Score -2723169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2723173.500000 Penalty: 3301.203125
	Iteration 51Q: 3 clusters Score -2723174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2723181.750000 Penalty: 3301.203125
	Iteration 52Q: 3 clusters Score -2723182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2723179.500000 Penalty: 3301.203125
	Iteration 53Q: 3 clusters Score -2723180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2723192.250000 Penalty: 3301.203125
	Iteration 54Q: 3 clusters Score -2723192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2723193.250000 Penalty: 3301.203125
	Iteration 55Q: 3 clusters Score -2723193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2723195.000000 Penalty: 3301.203125
	Iteration 56Q: 3 clusters Score -2723195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2723196.250000 Penalty: 3301.203125
	Iteration 57Q: 3 clusters Score -2723196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2723200.250000 Penalty: 3301.203125
	Iteration 58Q: 3 clusters Score -2723200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2723200.500000 Penalty: 3301.203125
	Iteration 59Q: 3 clusters Score -2723200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2723198.750000 Penalty: 3301.203125
	Iteration 60F: 3 clusters Score -2723199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2723203.500000 Penalty: 3301.203125
	Iteration 61Q: 3 clusters Score -2723204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2723202.000000 Penalty: 3301.203125
	Iteration 62Q: 3 clusters Score -2723202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2723204.750000 Penalty: 3301.203125
	Iteration 63Q: 3 clusters Score -2723205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2723206.750000 Penalty: 3301.203125
	Iteration 64Q: 3 clusters Score -2723207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2723207.250000 Penalty: 3301.203125
	Iteration 65Q: 3 clusters Score -2723207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2723206.750000 Penalty: 3301.203125
	Iteration 66Q: 3 clusters Score -2723207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2723207.000000 Penalty: 3301.203125
	Iteration 67Q: 3 clusters Score -2723207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2723208.750000 Penalty: 3301.203125
	Iteration 68Q: 3 clusters Score -2723209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2723205.750000 Penalty: 3301.203125
	Iteration 69Q: 3 clusters Score -2723206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2723205.250000 Penalty: 3301.203125
	Iteration 70Q: 3 clusters Score -2723205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2723209.000000 Penalty: 3301.203125
	Iteration 71Q: 3 clusters Score -2723209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2723213.000000 Penalty: 3301.203125
	Iteration 72Q: 3 clusters Score -2723213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2723212.750000 Penalty: 3301.203125
	Iteration 73Q: 3 clusters Score -2723213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2723213.000000 Penalty: 3301.203125
	Iteration 74Q: 3 clusters Score -2723213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2723213.000000 Penalty: 3301.203125
	Iteration 75Q: 3 clusters Score -2723213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2723214.250000 Penalty: 3301.203125
	Iteration 76Q: 3 clusters Score -2723214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2723215.500000 Penalty: 3301.203125
	Iteration 77Q: 3 clusters Score -2723216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2723215.000000 Penalty: 3301.203125
	Iteration 78Q: 3 clusters Score -2723215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2723213.750000 Penalty: 3301.203125
	Iteration 79Q: 3 clusters Score -2723214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2723213.750000 Penalty: 3301.203125
	Iteration 80F: 3 clusters Score -2723214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2723213.250000 Penalty: 3301.203125
	Iteration 81Q: 3 clusters Score -2723213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2723213.250000 Penalty: 3301.203125
	Iteration 82F: 3 clusters Score -2723213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -730604.562500 Penalty: 1441.847534
	Iteration 0F: 2 clusters Score -730604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -725244.187500 Penalty: 2883.695068
	Iteration 0F: 3 clusters Score -725244.2 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -727043.000000 Penalty: 2883.695068
	Iteration 1F: 3 clusters Score -727043 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -727377.125000 Penalty: 2883.695068
	Iteration 2F: 3 clusters Score -727377.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -727625.062500 Penalty: 2883.695068
	Iteration 3F: 3 clusters Score -727625.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -727795.750000 Penalty: 2883.695068
	Iteration 4Q: 3 clusters Score -727795.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -727946.375000 Penalty: 2883.695068
	Iteration 5Q: 3 clusters Score -727946.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -728131.000000 Penalty: 2883.695068
	Iteration 6Q: 3 clusters Score -728131 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -728375.437500 Penalty: 2883.695068
	Iteration 7Q: 3 clusters Score -728375.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -728661.750000 Penalty: 2883.695068
	Iteration 8F: 3 clusters Score -728661.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -728987.875000 Penalty: 2883.695068
	Iteration 9F: 3 clusters Score -728987.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -729242.250000 Penalty: 2883.695068
	Iteration 10F: 3 clusters Score -729242.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -729444.125000 Penalty: 2883.695068
	Iteration 11Q: 3 clusters Score -729444.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -729596.937500 Penalty: 2883.695068
	Iteration 12Q: 3 clusters Score -729596.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -729702.937500 Penalty: 2883.695068
	Iteration 13Q: 3 clusters Score -729702.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -729781.750000 Penalty: 2883.695068
	Iteration 14Q: 3 clusters Score -729781.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -729839.125000 Penalty: 2883.695068
	Iteration 15Q: 3 clusters Score -729839.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -729890.062500 Penalty: 2883.695068
	Iteration 16Q: 3 clusters Score -729890.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -729931.187500 Penalty: 2883.695068
	Iteration 17Q: 3 clusters Score -729931.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -729971.312500 Penalty: 2883.695068
	Iteration 18Q: 3 clusters Score -729971.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -730008.750000 Penalty: 2883.695068
	Iteration 19Q: 3 clusters Score -730008.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -730045.062500 Penalty: 2883.695068
	Iteration 20F: 3 clusters Score -730045.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -730074.250000 Penalty: 2883.695068
	Iteration 21Q: 3 clusters Score -730074.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -730106.937500 Penalty: 2883.695068
	Iteration 22Q: 3 clusters Score -730106.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -730132.500000 Penalty: 2883.695068
	Iteration 23Q: 3 clusters Score -730132.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -730146.437500 Penalty: 2883.695068
	Iteration 24Q: 3 clusters Score -730146.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -730160.437500 Penalty: 2883.695068
	Iteration 25Q: 3 clusters Score -730160.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -730177.187500 Penalty: 2883.695068
	Iteration 26Q: 3 clusters Score -730177.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -730184.437500 Penalty: 2883.695068
	Iteration 27Q: 3 clusters Score -730184.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -730191.875000 Penalty: 2883.695068
	Iteration 28Q: 3 clusters Score -730191.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -730198.250000 Penalty: 2883.695068
	Iteration 29Q: 3 clusters Score -730198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -730201.062500 Penalty: 2883.695068
	Iteration 30Q: 3 clusters Score -730201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -730200.687500 Penalty: 2883.695068
	Iteration 31Q: 3 clusters Score -730200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -730202.875000 Penalty: 2883.695068
	Iteration 32Q: 3 clusters Score -730202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -730204.000000 Penalty: 2883.695068
	Iteration 33Q: 3 clusters Score -730204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -730203.937500 Penalty: 2883.695068
	Iteration 34Q: 3 clusters Score -730203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -730204.125000 Penalty: 2883.695068
	Iteration 35Q: 3 clusters Score -730204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -730205.562500 Penalty: 2883.695068
	Iteration 36Q: 3 clusters Score -730205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -730205.812500 Penalty: 2883.695068
	Iteration 37Q: 3 clusters Score -730205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -730205.812500 Penalty: 2883.695068
	Iteration 38F: 3 clusters Score -730205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Entering Unmasked Estep 
Score: -1139977.125000 Penalty: 1515.892212
	Iteration 0F: 2 clusters Score -1139977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1132025.125000 Penalty: 3031.784424
	Iteration 0F: 3 clusters Score -1132025 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1134917.625000 Penalty: 3031.784424
	Iteration 1F: 3 clusters Score -1134918 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1135552.000000 Penalty: 3031.784424
	Iteration 2F: 3 clusters Score -1135552 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1136330.625000 Penalty: 3031.784424
	Iteration 3F: 3 clusters Score -1136331 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1137226.500000 Penalty: 3031.784424
	Iteration 4F: 3 clusters Score -1137226 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1138067.000000 Penalty: 3031.784424
	Iteration 5F: 3 clusters Score -1138067 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1138603.750000 Penalty: 3031.784424
	Iteration 6F: 3 clusters Score -1138604 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1138888.875000 Penalty: 3031.784424
	Iteration 7Q: 3 clusters Score -1138889 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1139034.875000 Penalty: 3031.784424
	Iteration 8Q: 3 clusters Score -1139035 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1139108.500000 Penalty: 3031.784424
	Iteration 9Q: 3 clusters Score -1139108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1139157.625000 Penalty: 3031.784424
	Iteration 10Q: 3 clusters Score -1139158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1139194.875000 Penalty: 3031.784424
	Iteration 11Q: 3 clusters Score -1139195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1139223.375000 Penalty: 3031.784424
	Iteration 12Q: 3 clusters Score -1139223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1139256.500000 Penalty: 3031.784424
	Iteration 13Q: 3 clusters Score -1139256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1139279.500000 Penalty: 3031.784424
	Iteration 14Q: 3 clusters Score -1139280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1139305.625000 Penalty: 3031.784424
	Iteration 15Q: 3 clusters Score -1139306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1139321.000000 Penalty: 3031.784424
	Iteration 16Q: 3 clusters Score -1139321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1139334.125000 Penalty: 3031.784424
	Iteration 17Q: 3 clusters Score -1139334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1139350.750000 Penalty: 3031.784424
	Iteration 18Q: 3 clusters Score -1139351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1139357.500000 Penalty: 3031.784424
	Iteration 19Q: 3 clusters Score -1139358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1139366.375000 Penalty: 3031.784424
	Iteration 20F: 3 clusters Score -1139366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1139371.875000 Penalty: 3031.784424
	Iteration 21Q: 3 clusters Score -1139372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1139381.375000 Penalty: 3031.784424
	Iteration 22Q: 3 clusters Score -1139381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1139386.875000 Penalty: 3031.784424
	Iteration 23Q: 3 clusters Score -1139387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1139395.625000 Penalty: 3031.784424
	Iteration 24Q: 3 clusters Score -1139396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1139398.875000 Penalty: 3031.784424
	Iteration 25Q: 3 clusters Score -1139399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1139402.375000 Penalty: 3031.784424
	Iteration 26Q: 3 clusters Score -1139402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1139405.625000 Penalty: 3031.784424
	Iteration 27Q: 3 clusters Score -1139406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1139404.750000 Penalty: 3031.784424
	Iteration 28Q: 3 clusters Score -1139405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1139407.500000 Penalty: 3031.784424
	Iteration 29Q: 3 clusters Score -1139408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1139408.625000 Penalty: 3031.784424
	Iteration 30Q: 3 clusters Score -1139409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1139408.875000 Penalty: 3031.784424
	Iteration 31Q: 3 clusters Score -1139409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1139407.000000 Penalty: 3031.784424
	Iteration 32Q: 3 clusters Score -1139407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1139409.125000 Penalty: 3031.784424
	Iteration 33Q: 3 clusters Score -1139409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1139409.875000 Penalty: 3031.784424
	Iteration 34Q: 3 clusters Score -1139410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1139412.125000 Penalty: 3031.784424
	Iteration 35Q: 3 clusters Score -1139412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1139409.500000 Penalty: 3031.784424
	Iteration 36Q: 3 clusters Score -1139410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1139411.250000 Penalty: 3031.784424
	Iteration 37Q: 3 clusters Score -1139411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1139414.250000 Penalty: 3031.784424
	Iteration 38Q: 3 clusters Score -1139414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1139414.250000 Penalty: 3031.784424
	Iteration 39F: 3 clusters Score -1139414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Entering Unmasked Estep 
Score: -1956211.500000 Penalty: 1591.770752
	Iteration 0F: 2 clusters Score -1956212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1943837.375000 Penalty: 3183.541504
	Iteration 0F: 3 clusters Score -1943837 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1948329.375000 Penalty: 3183.541504
	Iteration 1F: 3 clusters Score -1948329 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1948741.000000 Penalty: 3183.541504
	Iteration 2F: 3 clusters Score -1948741 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1949199.625000 Penalty: 3183.541504
	Iteration 3F: 3 clusters Score -1949200 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1949823.375000 Penalty: 3183.541504
	Iteration 4F: 3 clusters Score -1949823 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1950546.250000 Penalty: 3183.541504
	Iteration 5F: 3 clusters Score -1950546 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1951414.000000 Penalty: 3183.541504
	Iteration 6F: 3 clusters Score -1951414 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1952285.750000 Penalty: 3183.541504
	Iteration 7F: 3 clusters Score -1952286 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1953116.000000 Penalty: 3183.541504
	Iteration 8F: 3 clusters Score -1953116 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1953719.500000 Penalty: 3183.541504
	Iteration 9Q: 3 clusters Score -1953720 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1954072.000000 Penalty: 3183.541504
	Iteration 10Q: 3 clusters Score -1954072 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1954270.125000 Penalty: 3183.541504
	Iteration 11Q: 3 clusters Score -1954270 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1954411.500000 Penalty: 3183.541504
	Iteration 12Q: 3 clusters Score -1954412 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1954493.250000 Penalty: 3183.541504
	Iteration 13Q: 3 clusters Score -1954493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1954547.125000 Penalty: 3183.541504
	Iteration 14Q: 3 clusters Score -1954547 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1954585.500000 Penalty: 3183.541504
	Iteration 15Q: 3 clusters Score -1954586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1954614.500000 Penalty: 3183.541504
	Iteration 16Q: 3 clusters Score -1954614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1954658.250000 Penalty: 3183.541504
	Iteration 17Q: 3 clusters Score -1954658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1954680.375000 Penalty: 3183.541504
	Iteration 18Q: 3 clusters Score -1954680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1954698.125000 Penalty: 3183.541504
	Iteration 19Q: 3 clusters Score -1954698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1954721.000000 Penalty: 3183.541504
	Iteration 20F: 3 clusters Score -1954721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1954737.375000 Penalty: 3183.541504
	Iteration 21Q: 3 clusters Score -1954737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1954759.625000 Penalty: 3183.541504
	Iteration 22Q: 3 clusters Score -1954760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1954773.750000 Penalty: 3183.541504
	Iteration 23Q: 3 clusters Score -1954774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1954785.875000 Penalty: 3183.541504
	Iteration 24Q: 3 clusters Score -1954786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1954803.250000 Penalty: 3183.541504
	Iteration 25Q: 3 clusters Score -1954803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1954805.250000 Penalty: 3183.541504
	Iteration 26Q: 3 clusters Score -1954805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1954816.000000 Penalty: 3183.541504
	Iteration 27Q: 3 clusters Score -1954816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1954819.000000 Penalty: 3183.541504
	Iteration 28Q: 3 clusters Score -1954819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1954822.500000 Penalty: 3183.541504
	Iteration 29Q: 3 clusters Score -1954822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1954830.625000 Penalty: 3183.541504
	Iteration 30Q: 3 clusters Score -1954831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1954836.500000 Penalty: 3183.541504
	Iteration 31Q: 3 clusters Score -1954836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1954842.250000 Penalty: 3183.541504
	Iteration 32Q: 3 clusters Score -1954842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1954846.500000 Penalty: 3183.541504
	Iteration 33Q: 3 clusters Score -1954846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1954848.125000 Penalty: 3183.541504
	Iteration 34Q: 3 clusters Score -1954848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1954847.000000 Penalty: 3183.541504
	Iteration 35Q: 3 clusters Score -1954847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1954845.750000 Penalty: 3183.541504
	Iteration 36Q: 3 clusters Score -1954846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1954844.125000 Penalty: 3183.541504
	Iteration 37Q: 3 clusters Score -1954844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1954844.125000 Penalty: 3183.541504
	Iteration 38F: 3 clusters Score -1954844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -919701.437500 Penalty: 1474.292969
	Iteration 0F: 2 clusters Score -919701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -913341.375000 Penalty: 2948.585938
	Iteration 0F: 3 clusters Score -913341.4 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -915370.687500 Penalty: 2948.585938
	Iteration 1F: 3 clusters Score -915370.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -915688.937500 Penalty: 2948.585938
	Iteration 2F: 3 clusters Score -915688.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -915949.812500 Penalty: 2948.585938
	Iteration 3F: 3 clusters Score -915949.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -916176.312500 Penalty: 2948.585938
	Iteration 4F: 3 clusters Score -916176.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -916394.250000 Penalty: 2948.585938
	Iteration 5Q: 3 clusters Score -916394.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -916617.125000 Penalty: 2948.585938
	Iteration 6Q: 3 clusters Score -916617.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -916846.875000 Penalty: 2948.585938
	Iteration 7Q: 3 clusters Score -916846.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -917101.187500 Penalty: 2948.585938
	Iteration 8Q: 3 clusters Score -917101.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -917332.312500 Penalty: 2948.585938
	Iteration 9Q: 3 clusters Score -917332.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -917524.812500 Penalty: 2948.585938
	Iteration 10Q: 3 clusters Score -917524.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -917632.812500 Penalty: 2948.585938
	Iteration 11Q: 3 clusters Score -917632.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -917700.875000 Penalty: 2948.585938
	Iteration 12Q: 3 clusters Score -917700.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -917738.375000 Penalty: 2948.585938
	Iteration 13Q: 3 clusters Score -917738.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -917764.937500 Penalty: 2948.585938
	Iteration 14Q: 3 clusters Score -917764.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -917783.375000 Penalty: 2948.585938
	Iteration 15Q: 3 clusters Score -917783.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -917800.500000 Penalty: 2948.585938
	Iteration 16Q: 3 clusters Score -917800.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -917816.500000 Penalty: 2948.585938
	Iteration 17Q: 3 clusters Score -917816.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -917828.375000 Penalty: 2948.585938
	Iteration 18Q: 3 clusters Score -917828.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -917840.500000 Penalty: 2948.585938
	Iteration 19Q: 3 clusters Score -917840.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -917853.062500 Penalty: 2948.585938
	Iteration 20F: 3 clusters Score -917853.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -917861.750000 Penalty: 2948.585938
	Iteration 21Q: 3 clusters Score -917861.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -917872.375000 Penalty: 2948.585938
	Iteration 22Q: 3 clusters Score -917872.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -917886.500000 Penalty: 2948.585938
	Iteration 23Q: 3 clusters Score -917886.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -917896.687500 Penalty: 2948.585938
	Iteration 24Q: 3 clusters Score -917896.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -917912.000000 Penalty: 2948.585938
	Iteration 25Q: 3 clusters Score -917912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -917923.187500 Penalty: 2948.585938
	Iteration 26Q: 3 clusters Score -917923.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -917929.125000 Penalty: 2948.585938
	Iteration 27Q: 3 clusters Score -917929.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -917934.000000 Penalty: 2948.585938
	Iteration 28Q: 3 clusters Score -917934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -917939.750000 Penalty: 2948.585938
	Iteration 29Q: 3 clusters Score -917939.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -917943.750000 Penalty: 2948.585938
	Iteration 30Q: 3 clusters Score -917943.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -917949.500000 Penalty: 2948.585938
	Iteration 31Q: 3 clusters Score -917949.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -917951.250000 Penalty: 2948.585938
	Iteration 32Q: 3 clusters Score -917951.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -917955.750000 Penalty: 2948.585938
	Iteration 33Q: 3 clusters Score -917955.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -917958.312500 Penalty: 2948.585938
	Iteration 34Q: 3 clusters Score -917958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -917958.187500 Penalty: 2948.585938
	Iteration 35Q: 3 clusters Score -917958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -917961.937500 Penalty: 2948.585938
	Iteration 36Q: 3 clusters Score -917961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -917962.437500 Penalty: 2948.585938
	Iteration 37Q: 3 clusters Score -917962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -917960.937500 Penalty: 2948.585938
	Iteration 38Q: 3 clusters Score -917960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -917962.375000 Penalty: 2948.585938
	Iteration 39Q: 3 clusters Score -917962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -917965.562500 Penalty: 2948.585938
	Iteration 40F: 3 clusters Score -917965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -917966.250000 Penalty: 2948.585938
	Iteration 41Q: 3 clusters Score -917966.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -917968.312500 Penalty: 2948.585938
	Iteration 42Q: 3 clusters Score -917968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -917971.312500 Penalty: 2948.585938
	Iteration 43Q: 3 clusters Score -917971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -917972.937500 Penalty: 2948.585938
	Iteration 44Q: 3 clusters Score -917972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -917974.937500 Penalty: 2948.585938
	Iteration 45Q: 3 clusters Score -917974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -917974.375000 Penalty: 2948.585938
	Iteration 46Q: 3 clusters Score -917974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -917976.375000 Penalty: 2948.585938
	Iteration 47Q: 3 clusters Score -917976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -917975.437500 Penalty: 2948.585938
	Iteration 48Q: 3 clusters Score -917975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -917975.625000 Penalty: 2948.585938
	Iteration 49Q: 3 clusters Score -917975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -917977.500000 Penalty: 2948.585938
	Iteration 50Q: 3 clusters Score -917977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -917977.750000 Penalty: 2948.585938
	Iteration 51Q: 3 clusters Score -917977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -917977.500000 Penalty: 2948.585938
	Iteration 52Q: 3 clusters Score -917977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -917978.125000 Penalty: 2948.585938
	Iteration 53Q: 3 clusters Score -917978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -917975.187500 Penalty: 2948.585938
	Iteration 54Q: 3 clusters Score -917975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -917976.375000 Penalty: 2948.585938
	Iteration 55Q: 3 clusters Score -917976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -917975.937500 Penalty: 2948.585938
	Iteration 56Q: 3 clusters Score -917975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -917975.937500 Penalty: 2948.585938
	Iteration 57F: 3 clusters Score -917975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -72747.437500 Penalty: 1096.100952
	Iteration 0F: 2 clusters Score -72747.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71450.828125 Penalty: 2192.201904
	Iteration 0F: 3 clusters Score -71450.83 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71774.273438 Penalty: 2192.201904
	Iteration 1F: 3 clusters Score -71774.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71948.796875 Penalty: 2192.201904
	Iteration 2F: 3 clusters Score -71948.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72101.546875 Penalty: 2192.201904
	Iteration 3F: 3 clusters Score -72101.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72224.484375 Penalty: 2192.201904
	Iteration 4F: 3 clusters Score -72224.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72280.921875 Penalty: 2192.201904
	Iteration 5Q: 3 clusters Score -72280.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72326.281250 Penalty: 2192.201904
	Iteration 6Q: 3 clusters Score -72326.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72354.546875 Penalty: 2192.201904
	Iteration 7Q: 3 clusters Score -72354.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72373.812500 Penalty: 2192.201904
	Iteration 8Q: 3 clusters Score -72373.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72378.281250 Penalty: 2192.201904
	Iteration 9Q: 3 clusters Score -72378.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72380.507812 Penalty: 2192.201904
	Iteration 10Q: 3 clusters Score -72380.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72383.671875 Penalty: 2192.201904
	Iteration 11Q: 3 clusters Score -72383.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72388.273438 Penalty: 2192.201904
	Iteration 12Q: 3 clusters Score -72388.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72389.898438 Penalty: 2192.201904
	Iteration 13Q: 3 clusters Score -72389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72390.382812 Penalty: 2192.201904
	Iteration 14Q: 3 clusters Score -72390.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72391.109375 Penalty: 2192.201904
	Iteration 15Q: 3 clusters Score -72391.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72392.031250 Penalty: 2192.201904
	Iteration 16Q: 3 clusters Score -72392.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72392.031250 Penalty: 2192.201904
	Iteration 17F: 3 clusters Score -72392.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (176043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176043 members 
Entering Unmasked Estep 
Score: -18615020.000000 Penalty: 1962.753540
	Iteration 0F: 2 clusters Score -1.861502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -18497090.000000 Penalty: 3925.507080
	Iteration 0F: 3 clusters Score -1.849709e+07 nChanged 85216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -18546864.000000 Penalty: 3925.507080
	Iteration 1F: 3 clusters Score -1.854686e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -18548330.000000 Penalty: 3925.507080
	Iteration 2Q: 3 clusters Score -1.854833e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -18550562.000000 Penalty: 3925.507080
	Iteration 3Q: 3 clusters Score -1.855056e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111227 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -18554788.000000 Penalty: 3925.507080
	Iteration 4F: 3 clusters Score -1.855479e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123542 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -18563182.000000 Penalty: 3925.507080
	Iteration 5F: 3 clusters Score -1.856318e+07 nChanged 16102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139626 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -18577094.000000 Penalty: 3925.507080
	Iteration 6F: 3 clusters Score -1.857709e+07 nChanged 16707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -18593606.000000 Penalty: 3925.507080
	Iteration 7F: 3 clusters Score -1.859361e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -18606034.000000 Penalty: 3925.507080
	Iteration 8F: 3 clusters Score -1.860603e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174009 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -18611406.000000 Penalty: 3925.507080
	Iteration 9Q: 3 clusters Score -1.861141e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18612766.000000 Penalty: 3925.507080
	Iteration 10Q: 3 clusters Score -1.861277e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175863 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18613082.000000 Penalty: 3925.507080
	Iteration 11Q: 3 clusters Score -1.861308e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175912 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18613192.000000 Penalty: 3925.507080
	Iteration 12Q: 3 clusters Score -1.861319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18613222.000000 Penalty: 3925.507080
	Iteration 13Q: 3 clusters Score -1.861322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18613238.000000 Penalty: 3925.507080
	Iteration 14Q: 3 clusters Score -1.861324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18613248.000000 Penalty: 3925.507080
	Iteration 15Q: 3 clusters Score -1.861325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18613246.000000 Penalty: 3925.507080
	Iteration 16Q: 3 clusters Score -1.861325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18613242.000000 Penalty: 3925.507080
	Iteration 17Q: 3 clusters Score -1.861324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18613258.000000 Penalty: 3925.507080
	Iteration 18Q: 3 clusters Score -1.861326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18613256.000000 Penalty: 3925.507080
	Iteration 19Q: 3 clusters Score -1.861326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18613264.000000 Penalty: 3925.507080
	Iteration 20F: 3 clusters Score -1.861326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175926 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18613280.000000 Penalty: 3925.507080
	Iteration 21Q: 3 clusters Score -1.861328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18613284.000000 Penalty: 3925.507080
	Iteration 22Q: 3 clusters Score -1.861328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175929 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18613296.000000 Penalty: 3925.507080
	Iteration 23Q: 3 clusters Score -1.86133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175930 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18613294.000000 Penalty: 3925.507080
	Iteration 24Q: 3 clusters Score -1.861329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175930 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18613304.000000 Penalty: 3925.507080
	Iteration 25Q: 3 clusters Score -1.86133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175932 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18613306.000000 Penalty: 3925.507080
	Iteration 26Q: 3 clusters Score -1.861331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175932 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18613316.000000 Penalty: 3925.507080
	Iteration 27Q: 3 clusters Score -1.861332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175931 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18613312.000000 Penalty: 3925.507080
	Iteration 28Q: 3 clusters Score -1.861331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175931 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18613312.000000 Penalty: 3925.507080
	Iteration 29F: 3 clusters Score -1.861331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -127118.945312 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -127118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125532.828125 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -125532.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -125789.687500 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -125789.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125872.351562 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -125872.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -125920.726562 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -125920.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125943.210938 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -125943.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125964.304688 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -125964.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125977.421875 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -125977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -125985.109375 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -125985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125987.460938 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -125987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125990.343750 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -125990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125991.375000 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -125991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125992.335938 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -125992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125992.335938 Penalty: 2302.917969
	Iteration 12F: 3 clusters Score -125992.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1191430.875000 Penalty: 1510.370850
	Iteration 0F: 2 clusters Score -1191431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1183657.750000 Penalty: 3020.741699
	Iteration 0F: 3 clusters Score -1183658 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1186250.625000 Penalty: 3020.741699
	Iteration 1F: 3 clusters Score -1186251 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1186551.000000 Penalty: 3020.741699
	Iteration 2F: 3 clusters Score -1186551 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1186851.250000 Penalty: 3020.741699
	Iteration 3F: 3 clusters Score -1186851 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1187207.625000 Penalty: 3020.741699
	Iteration 4F: 3 clusters Score -1187208 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1187620.875000 Penalty: 3020.741699
	Iteration 5F: 3 clusters Score -1187621 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1188102.875000 Penalty: 3020.741699
	Iteration 6F: 3 clusters Score -1188103 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1188619.125000 Penalty: 3020.741699
	Iteration 7F: 3 clusters Score -1188619 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1189078.750000 Penalty: 3020.741699
	Iteration 8Q: 3 clusters Score -1189079 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1189460.250000 Penalty: 3020.741699
	Iteration 9Q: 3 clusters Score -1189460 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1189741.625000 Penalty: 3020.741699
	Iteration 10Q: 3 clusters Score -1189742 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1189886.125000 Penalty: 3020.741699
	Iteration 11Q: 3 clusters Score -1189886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1189978.500000 Penalty: 3020.741699
	Iteration 12Q: 3 clusters Score -1189978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1190041.625000 Penalty: 3020.741699
	Iteration 13Q: 3 clusters Score -1190042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1190089.375000 Penalty: 3020.741699
	Iteration 14Q: 3 clusters Score -1190089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1190123.500000 Penalty: 3020.741699
	Iteration 15Q: 3 clusters Score -1190124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1190136.000000 Penalty: 3020.741699
	Iteration 16Q: 3 clusters Score -1190136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1190148.625000 Penalty: 3020.741699
	Iteration 17Q: 3 clusters Score -1190149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1190158.125000 Penalty: 3020.741699
	Iteration 18Q: 3 clusters Score -1190158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1190167.000000 Penalty: 3020.741699
	Iteration 19Q: 3 clusters Score -1190167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1190177.500000 Penalty: 3020.741699
	Iteration 20F: 3 clusters Score -1190178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1190186.875000 Penalty: 3020.741699
	Iteration 21Q: 3 clusters Score -1190187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1190192.125000 Penalty: 3020.741699
	Iteration 22Q: 3 clusters Score -1190192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1190199.500000 Penalty: 3020.741699
	Iteration 23Q: 3 clusters Score -1190200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1190205.375000 Penalty: 3020.741699
	Iteration 24Q: 3 clusters Score -1190205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1190207.750000 Penalty: 3020.741699
	Iteration 25Q: 3 clusters Score -1190208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1190213.250000 Penalty: 3020.741699
	Iteration 26Q: 3 clusters Score -1190213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1190216.250000 Penalty: 3020.741699
	Iteration 27Q: 3 clusters Score -1190216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1190216.500000 Penalty: 3020.741699
	Iteration 28Q: 3 clusters Score -1190216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1190218.500000 Penalty: 3020.741699
	Iteration 29Q: 3 clusters Score -1190218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1190220.625000 Penalty: 3020.741699
	Iteration 30Q: 3 clusters Score -1190221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1190224.250000 Penalty: 3020.741699
	Iteration 31Q: 3 clusters Score -1190224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1190223.750000 Penalty: 3020.741699
	Iteration 32Q: 3 clusters Score -1190224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1190223.750000 Penalty: 3020.741699
	Iteration 33F: 3 clusters Score -1190224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12985.053711 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -12985.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12233.785156 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -12233.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12381.160156 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -12381.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12422.790039 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -12422.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12443.394531 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -12443.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12463.137695 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -12463.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12473.940430 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -12473.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12491.845703 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -12491.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12519.174805 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -12519.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12525.660156 Penalty: 1758.784912
	Iteration 8Q: 3 clusters Score -12525.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12525.660156 Penalty: 1758.784912
	Iteration 9F: 3 clusters Score -12525.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 8790 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112836 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17953 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 176043 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101028776.000000 Penalty: 87385.984375
Iteration 159Q: 40 clusters Score -1.010288e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89858 members 
Mstep: Class 8 contains 179547 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 57938 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 15936 members 
Mstep: Class 18 contains 12562 members 
Mstep: Class 19 contains 8961 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105016 members 
Mstep: Class 23 contains 112753 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 508 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7134 members 
Mstep: Class 29 contains 11254 members 
Mstep: Class 30 contains 17961 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 805 members 
Mstep: Class 33 contains 176404 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10857 members 
Mstep: Class 36 contains 226 members 
Mstep: Class 37 contains 198 members 
Mstep: Class 38 contains 3197 members 
Mstep: Class 39 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029776.000000 Penalty: 87385.984375
Iteration 160F: 40 clusters Score -1.010298e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89852 members 
Mstep: Class 8 contains 179544 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57921 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 15935 members 
Mstep: Class 18 contains 12563 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 1504 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105015 members 
Mstep: Class 23 contains 112629 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7134 members 
Mstep: Class 29 contains 11258 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 176320 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10865 members 
Mstep: Class 36 contains 212 members 
Mstep: Class 37 contains 201 members 
Mstep: Class 38 contains 3278 members 
Mstep: Class 39 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030408.000000 Penalty: 87385.984375
Iteration 161Q: 40 clusters Score -1.010304e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179548 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 57904 members 
Mstep: Class 16 contains 12128 members 
Mstep: Class 17 contains 15935 members 
Mstep: Class 18 contains 12568 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105018 members 
Mstep: Class 23 contains 112511 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11257 members 
Mstep: Class 30 contains 17959 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176255 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10866 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3339 members 
Mstep: Class 39 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030576.000000 Penalty: 87385.984375
Iteration 162Q: 40 clusters Score -1.010306e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179559 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 57892 members 
Mstep: Class 16 contains 12130 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 12571 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105018 members 
Mstep: Class 23 contains 112379 members 
Mstep: Class 24 contains 9285 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 11256 members 
Mstep: Class 30 contains 17956 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 782 members 
Mstep: Class 33 contains 176211 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10882 members 
Mstep: Class 36 contains 212 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3394 members 
Mstep: Class 39 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030672.000000 Penalty: 87385.984375
Iteration 163Q: 40 clusters Score -1.010307e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 89846 members 
Mstep: Class 8 contains 179567 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 57867 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 12573 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105019 members 
Mstep: Class 23 contains 112263 members 
Mstep: Class 24 contains 9285 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 11253 members 
Mstep: Class 30 contains 17944 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176223 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10908 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030880.000000 Penalty: 87385.984375
Iteration 164Q: 40 clusters Score -1.010309e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179570 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57861 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 15937 members 
Mstep: Class 18 contains 12576 members 
Mstep: Class 19 contains 9600 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105020 members 
Mstep: Class 23 contains 112148 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25784 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 11252 members 
Mstep: Class 30 contains 17938 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176237 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10944 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030784.000000 Penalty: 87385.984375
Iteration 165Q: 40 clusters Score -1.010308e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179563 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57849 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 9657 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105020 members 
Mstep: Class 23 contains 112067 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25783 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 11251 members 
Mstep: Class 30 contains 17943 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176274 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10965 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030816.000000 Penalty: 87385.984375
Iteration 166Q: 40 clusters Score -1.010308e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 89849 members 
Mstep: Class 8 contains 179545 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10598 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57836 members 
Mstep: Class 16 contains 12127 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 9694 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105014 members 
Mstep: Class 23 contains 112011 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 11253 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176320 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 10991 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3452 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031024.000000 Penalty: 87385.984375
Iteration 167Q: 40 clusters Score -1.01031e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179541 members 
Mstep: Class 9 contains 22041 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57834 members 
Mstep: Class 16 contains 12125 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 12595 members 
Mstep: Class 19 contains 9724 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105014 members 
Mstep: Class 23 contains 111951 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25778 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11251 members 
Mstep: Class 30 contains 17938 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176366 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11015 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031184.000000 Penalty: 87385.984375
Iteration 168Q: 40 clusters Score -1.010312e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 5317 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179550 members 
Mstep: Class 9 contains 22041 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57826 members 
Mstep: Class 16 contains 12126 members 
Mstep: Class 17 contains 15940 members 
Mstep: Class 18 contains 12600 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105011 members 
Mstep: Class 23 contains 111874 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25778 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17939 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176395 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11047 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031160.000000 Penalty: 87385.984375
Iteration 169Q: 40 clusters Score -1.010312e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 13853 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179551 members 
Mstep: Class 9 contains 22041 members 
Mstep: Class 10 contains 10612 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 57817 members 
Mstep: Class 16 contains 12124 members 
Mstep: Class 17 contains 15943 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 9773 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105008 members 
Mstep: Class 23 contains 111813 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25783 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 11254 members 
Mstep: Class 30 contains 17936 members 
Mstep: Class 31 contains 8717 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176432 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11079 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031192.000000 Penalty: 87385.984375
Iteration 170Q: 40 clusters Score -1.010312e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 89844 members 
Mstep: Class 8 contains 179551 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57807 members 
Mstep: Class 16 contains 12124 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 12606 members 
Mstep: Class 19 contains 9798 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111758 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 11253 members 
Mstep: Class 30 contains 17934 members 
Mstep: Class 31 contains 8717 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176462 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 11114 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3438 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031160.000000 Penalty: 87385.984375
Iteration 171Q: 40 clusters Score -1.010312e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 89843 members 
Mstep: Class 8 contains 179545 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57806 members 
Mstep: Class 16 contains 12123 members 
Mstep: Class 17 contains 15950 members 
Mstep: Class 18 contains 12612 members 
Mstep: Class 19 contains 9807 members 
Mstep: Class 20 contains 1502 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105008 members 
Mstep: Class 23 contains 111709 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25780 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 17938 members 
Mstep: Class 31 contains 8717 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 176476 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11145 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3433 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031408.000000 Penalty: 87385.984375
Iteration 172Q: 40 clusters Score -1.010314e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 13853 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 89841 members 
Mstep: Class 8 contains 179545 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57802 members 
Mstep: Class 16 contains 12122 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 9826 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105008 members 
Mstep: Class 23 contains 111671 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25781 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11251 members 
Mstep: Class 30 contains 17941 members 
Mstep: Class 31 contains 8717 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176470 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11174 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031416.000000 Penalty: 87385.984375
Iteration 173Q: 40 clusters Score -1.010314e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 89841 members 
Mstep: Class 8 contains 179552 members 
Mstep: Class 9 contains 22036 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57798 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 12620 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 1504 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111627 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 25780 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11247 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 8717 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176482 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11201 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031432.000000 Penalty: 87385.984375
Iteration 174Q: 40 clusters Score -1.010314e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 89842 members 
Mstep: Class 8 contains 179545 members 
Mstep: Class 9 contains 22035 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57792 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12621 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111608 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25780 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11247 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176474 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11220 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3430 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031432.000000 Penalty: 87385.984375
Iteration 175Q: 40 clusters Score -1.010314e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2831 members 
Mstep: Class 7 contains 89842 members 
Mstep: Class 8 contains 179546 members 
Mstep: Class 9 contains 22036 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57786 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 12621 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111572 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25779 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11248 members 
Mstep: Class 30 contains 17942 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176471 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11242 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3434 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031440.000000 Penalty: 87385.984375
Iteration 176Q: 40 clusters Score -1.010314e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 5339 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 89842 members 
Mstep: Class 8 contains 179551 members 
Mstep: Class 9 contains 22036 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57781 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15957 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111550 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25775 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176486 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11259 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3434 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031432.000000 Penalty: 87385.984375
Iteration 177Q: 40 clusters Score -1.010314e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 5339 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 89843 members 
Mstep: Class 8 contains 179551 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57778 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12620 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111528 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25769 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11242 members 
Mstep: Class 30 contains 17935 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176505 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11283 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031408.000000 Penalty: 87385.984375
Iteration 178Q: 40 clusters Score -1.010314e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 89844 members 
Mstep: Class 8 contains 179548 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57775 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111502 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25767 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11242 members 
Mstep: Class 30 contains 17935 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176515 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11303 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031408.000000 Penalty: 87385.984375
Iteration 179Q: 40 clusters Score -1.010314e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 5341 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 89844 members 
Mstep: Class 8 contains 179549 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57774 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15957 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111484 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25767 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 17933 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176514 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11313 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031472.000000 Penalty: 87385.984375
Iteration 180F: 40 clusters Score -1.010315e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 89844 members 
Mstep: Class 8 contains 179553 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57774 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 19 contains 9884 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111466 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25768 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 17933 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176520 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11318 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031472.000000 Penalty: 87385.984375
Iteration 181Q: 40 clusters Score -1.010315e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 89844 members 
Mstep: Class 8 contains 179549 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57772 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111451 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25768 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176534 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11327 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031384.000000 Penalty: 87385.984375
Iteration 182Q: 40 clusters Score -1.010314e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 89844 members 
Mstep: Class 8 contains 179547 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57768 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12627 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111438 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 563 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25768 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 176537 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11341 members 
Mstep: Class 36 contains 209 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3434 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031440.000000 Penalty: 87385.984375
Iteration 183Q: 40 clusters Score -1.010314e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179547 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57766 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 12628 members 
Mstep: Class 19 contains 9899 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111416 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25769 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176534 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11353 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031448.000000 Penalty: 87385.984375
Iteration 184Q: 40 clusters Score -1.010314e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 89846 members 
Mstep: Class 8 contains 179548 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57766 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 12629 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111400 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25771 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176517 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11366 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031408.000000 Penalty: 87385.984375
Iteration 185Q: 40 clusters Score -1.010314e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 89846 members 
Mstep: Class 8 contains 179550 members 
Mstep: Class 9 contains 22036 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57766 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 12632 members 
Mstep: Class 19 contains 9913 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111371 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11244 members 
Mstep: Class 30 contains 17929 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176514 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11379 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031456.000000 Penalty: 87385.984375
Iteration 186Q: 40 clusters Score -1.010315e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179549 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57765 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 12634 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111357 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25775 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11244 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176511 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11387 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031496.000000 Penalty: 87385.984375
Iteration 187Q: 40 clusters Score -1.010315e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179554 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57764 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12634 members 
Mstep: Class 19 contains 9917 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111340 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11242 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176506 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11400 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3448 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031440.000000 Penalty: 87385.984375
Iteration 188Q: 40 clusters Score -1.010314e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5383 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179548 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57763 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12636 members 
Mstep: Class 19 contains 9922 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111331 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176500 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11409 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031536.000000 Penalty: 87385.984375
Iteration 189Q: 40 clusters Score -1.010315e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5391 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179544 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57763 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12638 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111327 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176495 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11414 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031488.000000 Penalty: 87385.984375
Iteration 190Q: 40 clusters Score -1.010315e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5397 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179540 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57763 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12641 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111319 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176493 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11421 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031528.000000 Penalty: 87385.984375
Iteration 191Q: 40 clusters Score -1.010315e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5401 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 179543 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 57762 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111304 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176488 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11428 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031544.000000 Penalty: 87385.984375
Iteration 192Q: 40 clusters Score -1.010315e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89846 members 
Mstep: Class 8 contains 179543 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57761 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 12645 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111294 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176485 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11436 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3452 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031544.000000 Penalty: 87385.984375
Iteration 193Q: 40 clusters Score -1.010315e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5406 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89846 members 
Mstep: Class 8 contains 179545 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57759 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12646 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111287 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176482 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11443 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031560.000000 Penalty: 87385.984375
Iteration 194Q: 40 clusters Score -1.010316e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89846 members 
Mstep: Class 8 contains 179548 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57757 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12646 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111280 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17926 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176481 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11449 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3448 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 195Q: 40 clusters Score -1.010316e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5411 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179548 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57757 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105008 members 
Mstep: Class 23 contains 111273 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17924 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176483 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11455 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031552.000000 Penalty: 87385.984375
Iteration 196Q: 40 clusters Score -1.010316e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179551 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57757 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105008 members 
Mstep: Class 23 contains 111270 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17922 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176476 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11460 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 197Q: 40 clusters Score -1.010316e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179557 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15957 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105008 members 
Mstep: Class 23 contains 111261 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17919 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11460 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031536.000000 Penalty: 87385.984375
Iteration 198Q: 40 clusters Score -1.010315e+08 nChanged 20
Entering ConstructFrom: 
Score: -101031536.000000 Penalty: 87385.984375
Entering ConstructFrom: 
Trying to split cluster 1 (26510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Entering Unmasked Estep 
Score: -2752840.750000 Penalty: 1655.107544
	Iteration 0F: 2 clusters Score -2752841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2734866.500000 Penalty: 3310.215088
	Iteration 0F: 3 clusters Score -2734866 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2741489.250000 Penalty: 3310.215088
	Iteration 1F: 3 clusters Score -2741489 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2741842.500000 Penalty: 3310.215088
	Iteration 2Q: 3 clusters Score -2741842 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2742104.750000 Penalty: 3310.215088
	Iteration 3Q: 3 clusters Score -2742105 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2742329.250000 Penalty: 3310.215088
	Iteration 4Q: 3 clusters Score -2742329 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2742567.000000 Penalty: 3310.215088
	Iteration 5Q: 3 clusters Score -2742567 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2742774.500000 Penalty: 3310.215088
	Iteration 6Q: 3 clusters Score -2742774 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2743018.750000 Penalty: 3310.215088
	Iteration 7Q: 3 clusters Score -2743019 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2743342.000000 Penalty: 3310.215088
	Iteration 8Q: 3 clusters Score -2743342 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2743875.500000 Penalty: 3310.215088
	Iteration 9Q: 3 clusters Score -2743876 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2744564.250000 Penalty: 3310.215088
	Iteration 10Q: 3 clusters Score -2744564 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2745460.750000 Penalty: 3310.215088
	Iteration 11Q: 3 clusters Score -2745461 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2746343.000000 Penalty: 3310.215088
	Iteration 12Q: 3 clusters Score -2746343 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2747062.250000 Penalty: 3310.215088
	Iteration 13Q: 3 clusters Score -2747062 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2747457.000000 Penalty: 3310.215088
	Iteration 14Q: 3 clusters Score -2747457 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2747656.000000 Penalty: 3310.215088
	Iteration 15Q: 3 clusters Score -2747656 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2747777.500000 Penalty: 3310.215088
	Iteration 16Q: 3 clusters Score -2747778 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2747861.250000 Penalty: 3310.215088
	Iteration 17Q: 3 clusters Score -2747861 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2747957.750000 Penalty: 3310.215088
	Iteration 18Q: 3 clusters Score -2747958 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2748020.000000 Penalty: 3310.215088
	Iteration 19Q: 3 clusters Score -2748020 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2748106.000000 Penalty: 3310.215088
	Iteration 20F: 3 clusters Score -2748106 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2748205.250000 Penalty: 3310.215088
	Iteration 21Q: 3 clusters Score -2748205 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2748321.500000 Penalty: 3310.215088
	Iteration 22Q: 3 clusters Score -2748322 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2748452.750000 Penalty: 3310.215088
	Iteration 23Q: 3 clusters Score -2748453 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2748607.250000 Penalty: 3310.215088
	Iteration 24Q: 3 clusters Score -2748607 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2748772.500000 Penalty: 3310.215088
	Iteration 25Q: 3 clusters Score -2748772 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2748970.000000 Penalty: 3310.215088
	Iteration 26Q: 3 clusters Score -2748970 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2749162.750000 Penalty: 3310.215088
	Iteration 27Q: 3 clusters Score -2749163 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2749380.500000 Penalty: 3310.215088
	Iteration 28Q: 3 clusters Score -2749380 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2749577.750000 Penalty: 3310.215088
	Iteration 29Q: 3 clusters Score -2749578 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2749796.250000 Penalty: 3310.215088
	Iteration 30Q: 3 clusters Score -2749796 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2750008.750000 Penalty: 3310.215088
	Iteration 31Q: 3 clusters Score -2750009 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2750250.250000 Penalty: 3310.215088
	Iteration 32Q: 3 clusters Score -2750250 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -2750470.250000 Penalty: 3310.215088
	Iteration 33Q: 3 clusters Score -2750470 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -2750663.750000 Penalty: 3310.215088
	Iteration 34Q: 3 clusters Score -2750664 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2750848.500000 Penalty: 3310.215088
	Iteration 35Q: 3 clusters Score -2750848 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2751000.750000 Penalty: 3310.215088
	Iteration 36Q: 3 clusters Score -2751001 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -2751112.000000 Penalty: 3310.215088
	Iteration 37Q: 3 clusters Score -2751112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2751192.500000 Penalty: 3310.215088
	Iteration 38Q: 3 clusters Score -2751192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -2751239.000000 Penalty: 3310.215088
	Iteration 39Q: 3 clusters Score -2751239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2751282.250000 Penalty: 3310.215088
	Iteration 40F: 3 clusters Score -2751282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2751317.500000 Penalty: 3310.215088
	Iteration 41Q: 3 clusters Score -2751318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2751338.500000 Penalty: 3310.215088
	Iteration 42Q: 3 clusters Score -2751338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2751349.000000 Penalty: 3310.215088
	Iteration 43Q: 3 clusters Score -2751349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2751355.500000 Penalty: 3310.215088
	Iteration 44Q: 3 clusters Score -2751356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -2751356.250000 Penalty: 3310.215088
	Iteration 45Q: 3 clusters Score -2751356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -2751357.750000 Penalty: 3310.215088
	Iteration 46Q: 3 clusters Score -2751358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -2751353.750000 Penalty: 3310.215088
	Iteration 47Q: 3 clusters Score -2751354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -2751356.000000 Penalty: 3310.215088
	Iteration 48Q: 3 clusters Score -2751356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -2751356.000000 Penalty: 3310.215088
	Iteration 49F: 3 clusters Score -2751356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Entering Unmasked Estep 
Score: -1051749.250000 Penalty: 1504.686035
	Iteration 0F: 2 clusters Score -1051749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1044331.437500 Penalty: 3009.372070
	Iteration 0F: 3 clusters Score -1044331 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1046747.250000 Penalty: 3009.372070
	Iteration 1F: 3 clusters Score -1046747 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1047008.312500 Penalty: 3009.372070
	Iteration 2F: 3 clusters Score -1047008 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1047228.062500 Penalty: 3009.372070
	Iteration 3Q: 3 clusters Score -1047228 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1047461.937500 Penalty: 3009.372070
	Iteration 4Q: 3 clusters Score -1047462 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1047723.625000 Penalty: 3009.372070
	Iteration 5Q: 3 clusters Score -1047724 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1047984.312500 Penalty: 3009.372070
	Iteration 6Q: 3 clusters Score -1047984 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1048288.500000 Penalty: 3009.372070
	Iteration 7Q: 3 clusters Score -1048288 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1048645.875000 Penalty: 3009.372070
	Iteration 8F: 3 clusters Score -1048646 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1049043.625000 Penalty: 3009.372070
	Iteration 9Q: 3 clusters Score -1049044 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1049472.625000 Penalty: 3009.372070
	Iteration 10Q: 3 clusters Score -1049473 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1049799.750000 Penalty: 3009.372070
	Iteration 11Q: 3 clusters Score -1049800 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1050005.375000 Penalty: 3009.372070
	Iteration 12Q: 3 clusters Score -1050005 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1050138.125000 Penalty: 3009.372070
	Iteration 13Q: 3 clusters Score -1050138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1050235.125000 Penalty: 3009.372070
	Iteration 14Q: 3 clusters Score -1050235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1050303.875000 Penalty: 3009.372070
	Iteration 15Q: 3 clusters Score -1050304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1050352.250000 Penalty: 3009.372070
	Iteration 16Q: 3 clusters Score -1050352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1050393.250000 Penalty: 3009.372070
	Iteration 17Q: 3 clusters Score -1050393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1050426.250000 Penalty: 3009.372070
	Iteration 18Q: 3 clusters Score -1050426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1050445.125000 Penalty: 3009.372070
	Iteration 19Q: 3 clusters Score -1050445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1050459.125000 Penalty: 3009.372070
	Iteration 20F: 3 clusters Score -1050459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1050466.500000 Penalty: 3009.372070
	Iteration 21Q: 3 clusters Score -1050466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1050469.000000 Penalty: 3009.372070
	Iteration 22Q: 3 clusters Score -1050469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1050470.750000 Penalty: 3009.372070
	Iteration 23Q: 3 clusters Score -1050471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1050472.625000 Penalty: 3009.372070
	Iteration 24Q: 3 clusters Score -1050473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1050476.125000 Penalty: 3009.372070
	Iteration 25Q: 3 clusters Score -1050476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1050478.625000 Penalty: 3009.372070
	Iteration 26Q: 3 clusters Score -1050479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1050478.500000 Penalty: 3009.372070
	Iteration 27Q: 3 clusters Score -1050478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1050478.500000 Penalty: 3009.372070
	Iteration 28F: 3 clusters Score -1050478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -592833.625000 Penalty: 1397.210693
	Iteration 0F: 2 clusters Score -592833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -588634.687500 Penalty: 2794.421387
	Iteration 0F: 3 clusters Score -588634.7 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -589826.437500 Penalty: 2794.421387
	Iteration 1F: 3 clusters Score -589826.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -590049.562500 Penalty: 2794.421387
	Iteration 2F: 3 clusters Score -590049.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -590185.625000 Penalty: 2794.421387
	Iteration 3F: 3 clusters Score -590185.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -590276.000000 Penalty: 2794.421387
	Iteration 4Q: 3 clusters Score -590276 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -590362.187500 Penalty: 2794.421387
	Iteration 5Q: 3 clusters Score -590362.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -590453.875000 Penalty: 2794.421387
	Iteration 6Q: 3 clusters Score -590453.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -590551.937500 Penalty: 2794.421387
	Iteration 7Q: 3 clusters Score -590551.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -590633.875000 Penalty: 2794.421387
	Iteration 8Q: 3 clusters Score -590633.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -590727.000000 Penalty: 2794.421387
	Iteration 9Q: 3 clusters Score -590727 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -590840.500000 Penalty: 2794.421387
	Iteration 10Q: 3 clusters Score -590840.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -590970.500000 Penalty: 2794.421387
	Iteration 11Q: 3 clusters Score -590970.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -591086.312500 Penalty: 2794.421387
	Iteration 12Q: 3 clusters Score -591086.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -591169.562500 Penalty: 2794.421387
	Iteration 13Q: 3 clusters Score -591169.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -591229.750000 Penalty: 2794.421387
	Iteration 14Q: 3 clusters Score -591229.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -591273.937500 Penalty: 2794.421387
	Iteration 15Q: 3 clusters Score -591273.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -591320.187500 Penalty: 2794.421387
	Iteration 16Q: 3 clusters Score -591320.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -591353.437500 Penalty: 2794.421387
	Iteration 17Q: 3 clusters Score -591353.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -591377.062500 Penalty: 2794.421387
	Iteration 18Q: 3 clusters Score -591377.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -591392.562500 Penalty: 2794.421387
	Iteration 19Q: 3 clusters Score -591392.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -591404.937500 Penalty: 2794.421387
	Iteration 20F: 3 clusters Score -591404.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -591411.500000 Penalty: 2794.421387
	Iteration 21Q: 3 clusters Score -591411.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -591418.437500 Penalty: 2794.421387
	Iteration 22Q: 3 clusters Score -591418.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -591423.625000 Penalty: 2794.421387
	Iteration 23Q: 3 clusters Score -591423.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -591426.625000 Penalty: 2794.421387
	Iteration 24Q: 3 clusters Score -591426.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -591430.937500 Penalty: 2794.421387
	Iteration 25Q: 3 clusters Score -591430.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -591433.875000 Penalty: 2794.421387
	Iteration 26Q: 3 clusters Score -591433.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -591439.625000 Penalty: 2794.421387
	Iteration 27Q: 3 clusters Score -591439.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -591443.312500 Penalty: 2794.421387
	Iteration 28Q: 3 clusters Score -591443.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -591444.750000 Penalty: 2794.421387
	Iteration 29Q: 3 clusters Score -591444.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -591448.687500 Penalty: 2794.421387
	Iteration 30Q: 3 clusters Score -591448.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -591451.125000 Penalty: 2794.421387
	Iteration 31Q: 3 clusters Score -591451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -591451.812500 Penalty: 2794.421387
	Iteration 32Q: 3 clusters Score -591451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -591451.750000 Penalty: 2794.421387
	Iteration 33Q: 3 clusters Score -591451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -591454.625000 Penalty: 2794.421387
	Iteration 34Q: 3 clusters Score -591454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -591455.500000 Penalty: 2794.421387
	Iteration 35Q: 3 clusters Score -591455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -591455.937500 Penalty: 2794.421387
	Iteration 36Q: 3 clusters Score -591455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -591459.187500 Penalty: 2794.421387
	Iteration 37Q: 3 clusters Score -591459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -591460.562500 Penalty: 2794.421387
	Iteration 38Q: 3 clusters Score -591460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -591463.812500 Penalty: 2794.421387
	Iteration 39Q: 3 clusters Score -591463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -591463.062500 Penalty: 2794.421387
	Iteration 40F: 3 clusters Score -591463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -591462.562500 Penalty: 2794.421387
	Iteration 41Q: 3 clusters Score -591462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -591462.937500 Penalty: 2794.421387
	Iteration 42Q: 3 clusters Score -591462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -591462.437500 Penalty: 2794.421387
	Iteration 43Q: 3 clusters Score -591462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -591463.687500 Penalty: 2794.421387
	Iteration 44Q: 3 clusters Score -591463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -591464.187500 Penalty: 2794.421387
	Iteration 45Q: 3 clusters Score -591464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -591464.187500 Penalty: 2794.421387
	Iteration 46F: 3 clusters Score -591464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Entering Unmasked Estep 
Score: -1511376.000000 Penalty: 1549.630127
	Iteration 0F: 2 clusters Score -1511376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1501722.375000 Penalty: 3099.260254
	Iteration 0F: 3 clusters Score -1501722 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1505131.875000 Penalty: 3099.260254
	Iteration 1F: 3 clusters Score -1505132 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1505469.125000 Penalty: 3099.260254
	Iteration 2F: 3 clusters Score -1505469 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1505765.750000 Penalty: 3099.260254
	Iteration 3Q: 3 clusters Score -1505766 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1506084.500000 Penalty: 3099.260254
	Iteration 4Q: 3 clusters Score -1506084 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1506430.125000 Penalty: 3099.260254
	Iteration 5Q: 3 clusters Score -1506430 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1506829.875000 Penalty: 3099.260254
	Iteration 6F: 3 clusters Score -1506830 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1507371.750000 Penalty: 3099.260254
	Iteration 7F: 3 clusters Score -1507372 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1507957.375000 Penalty: 3099.260254
	Iteration 8F: 3 clusters Score -1507957 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1508524.875000 Penalty: 3099.260254
	Iteration 9F: 3 clusters Score -1508525 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1509045.875000 Penalty: 3099.260254
	Iteration 10Q: 3 clusters Score -1509046 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1509483.750000 Penalty: 3099.260254
	Iteration 11Q: 3 clusters Score -1509484 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1509745.000000 Penalty: 3099.260254
	Iteration 12Q: 3 clusters Score -1509745 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1509899.000000 Penalty: 3099.260254
	Iteration 13Q: 3 clusters Score -1509899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1509996.875000 Penalty: 3099.260254
	Iteration 14Q: 3 clusters Score -1509997 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1510045.875000 Penalty: 3099.260254
	Iteration 15Q: 3 clusters Score -1510046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1510077.375000 Penalty: 3099.260254
	Iteration 16Q: 3 clusters Score -1510077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1510100.500000 Penalty: 3099.260254
	Iteration 17Q: 3 clusters Score -1510100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1510113.250000 Penalty: 3099.260254
	Iteration 18Q: 3 clusters Score -1510113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1510121.875000 Penalty: 3099.260254
	Iteration 19Q: 3 clusters Score -1510122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1510126.375000 Penalty: 3099.260254
	Iteration 20F: 3 clusters Score -1510126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1510132.250000 Penalty: 3099.260254
	Iteration 21Q: 3 clusters Score -1510132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1510139.125000 Penalty: 3099.260254
	Iteration 22Q: 3 clusters Score -1510139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1510147.125000 Penalty: 3099.260254
	Iteration 23Q: 3 clusters Score -1510147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1510149.375000 Penalty: 3099.260254
	Iteration 24Q: 3 clusters Score -1510149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1510153.750000 Penalty: 3099.260254
	Iteration 25Q: 3 clusters Score -1510154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1510158.875000 Penalty: 3099.260254
	Iteration 26Q: 3 clusters Score -1510159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1510160.875000 Penalty: 3099.260254
	Iteration 27Q: 3 clusters Score -1510161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1510162.125000 Penalty: 3099.260254
	Iteration 28Q: 3 clusters Score -1510162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1510163.375000 Penalty: 3099.260254
	Iteration 29Q: 3 clusters Score -1510163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1510163.500000 Penalty: 3099.260254
	Iteration 30Q: 3 clusters Score -1510164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1510163.500000 Penalty: 3099.260254
	Iteration 31F: 3 clusters Score -1510164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -19205.566406 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -19205.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18547.136719 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -18547.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18733.113281 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -18733.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18797.042969 Penalty: 1815.855835
	Iteration 2F: 3 clusters Score -18797.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18835.929688 Penalty: 1815.855835
	Iteration 3Q: 3 clusters Score -18835.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18914.226562 Penalty: 1815.855835
	Iteration 4F: 3 clusters Score -18914.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18938.974609 Penalty: 1815.855835
	Iteration 5Q: 3 clusters Score -18938.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18955.521484 Penalty: 1815.855835
	Iteration 6Q: 3 clusters Score -18955.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18975.751953 Penalty: 1815.855835
	Iteration 7Q: 3 clusters Score -18975.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18997.748047 Penalty: 1815.855835
	Iteration 8Q: 3 clusters Score -18997.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19002.457031 Penalty: 1815.855835
	Iteration 9Q: 3 clusters Score -19002.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19002.457031 Penalty: 1815.855835
	Iteration 10F: 3 clusters Score -19002.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -272691.437500 Penalty: 1290.633911
	Iteration 0F: 2 clusters Score -272691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -270126.250000 Penalty: 2581.267822
	Iteration 0F: 3 clusters Score -270126.2 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -271019.968750 Penalty: 2581.267822
	Iteration 1F: 3 clusters Score -271020 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -271420.625000 Penalty: 2581.267822
	Iteration 2F: 3 clusters Score -271420.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -271689.500000 Penalty: 2581.267822
	Iteration 3F: 3 clusters Score -271689.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -271907.281250 Penalty: 2581.267822
	Iteration 4F: 3 clusters Score -271907.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -272041.062500 Penalty: 2581.267822
	Iteration 5F: 3 clusters Score -272041.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -272110.656250 Penalty: 2581.267822
	Iteration 6Q: 3 clusters Score -272110.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -272167.312500 Penalty: 2581.267822
	Iteration 7Q: 3 clusters Score -272167.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -272207.468750 Penalty: 2581.267822
	Iteration 8Q: 3 clusters Score -272207.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -272231.843750 Penalty: 2581.267822
	Iteration 9Q: 3 clusters Score -272231.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -272246.156250 Penalty: 2581.267822
	Iteration 10Q: 3 clusters Score -272246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -272255.562500 Penalty: 2581.267822
	Iteration 11Q: 3 clusters Score -272255.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -272261.625000 Penalty: 2581.267822
	Iteration 12Q: 3 clusters Score -272261.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -272265.687500 Penalty: 2581.267822
	Iteration 13Q: 3 clusters Score -272265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -272270.562500 Penalty: 2581.267822
	Iteration 14Q: 3 clusters Score -272270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -272272.718750 Penalty: 2581.267822
	Iteration 15Q: 3 clusters Score -272272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -272273.437500 Penalty: 2581.267822
	Iteration 16Q: 3 clusters Score -272273.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -272273.437500 Penalty: 2581.267822
	Iteration 17F: 3 clusters Score -272273.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Entering Unmasked Estep 
Score: -9771358.000000 Penalty: 1853.449097
	Iteration 0F: 2 clusters Score -9771358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -9711182.000000 Penalty: 3706.898193
	Iteration 0F: 3 clusters Score -9711182 nChanged 42658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -9735595.000000 Penalty: 3706.898193
	Iteration 1F: 3 clusters Score -9735595 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -9735970.000000 Penalty: 3706.898193
	Iteration 2Q: 3 clusters Score -9735970 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -9736340.000000 Penalty: 3706.898193
	Iteration 3Q: 3 clusters Score -9736340 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9736782.000000 Penalty: 3706.898193
	Iteration 4Q: 3 clusters Score -9736782 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -9737435.000000 Penalty: 3706.898193
	Iteration 5Q: 3 clusters Score -9737435 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -9738258.000000 Penalty: 3706.898193
	Iteration 6Q: 3 clusters Score -9738258 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -9739449.000000 Penalty: 3706.898193
	Iteration 7Q: 3 clusters Score -9739449 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -9741334.000000 Penalty: 3706.898193
	Iteration 8Q: 3 clusters Score -9741334 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -9744298.000000 Penalty: 3706.898193
	Iteration 9F: 3 clusters Score -9744298 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -9748403.000000 Penalty: 3706.898193
	Iteration 10F: 3 clusters Score -9748403 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -9753119.000000 Penalty: 3706.898193
	Iteration 11F: 3 clusters Score -9753119 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -9757573.000000 Penalty: 3706.898193
	Iteration 12F: 3 clusters Score -9757573 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -9761187.000000 Penalty: 3706.898193
	Iteration 13Q: 3 clusters Score -9761187 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -9763933.000000 Penalty: 3706.898193
	Iteration 14Q: 3 clusters Score -9763933 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -9765986.000000 Penalty: 3706.898193
	Iteration 15Q: 3 clusters Score -9765986 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -9767282.000000 Penalty: 3706.898193
	Iteration 16Q: 3 clusters Score -9767282 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -9768239.000000 Penalty: 3706.898193
	Iteration 17Q: 3 clusters Score -9768239 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9768803.000000 Penalty: 3706.898193
	Iteration 18Q: 3 clusters Score -9768803 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9769192.000000 Penalty: 3706.898193
	Iteration 19Q: 3 clusters Score -9769192 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9769427.000000 Penalty: 3706.898193
	Iteration 20F: 3 clusters Score -9769427 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9769541.000000 Penalty: 3706.898193
	Iteration 21Q: 3 clusters Score -9769541 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9769637.000000 Penalty: 3706.898193
	Iteration 22Q: 3 clusters Score -9769637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9769694.000000 Penalty: 3706.898193
	Iteration 23Q: 3 clusters Score -9769694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9769746.000000 Penalty: 3706.898193
	Iteration 24Q: 3 clusters Score -9769746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9769771.000000 Penalty: 3706.898193
	Iteration 25Q: 3 clusters Score -9769771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9769800.000000 Penalty: 3706.898193
	Iteration 26Q: 3 clusters Score -9769800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9769822.000000 Penalty: 3706.898193
	Iteration 27Q: 3 clusters Score -9769822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9769853.000000 Penalty: 3706.898193
	Iteration 28Q: 3 clusters Score -9769853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9769862.000000 Penalty: 3706.898193
	Iteration 29Q: 3 clusters Score -9769862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9769863.000000 Penalty: 3706.898193
	Iteration 30Q: 3 clusters Score -9769863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9769877.000000 Penalty: 3706.898193
	Iteration 31Q: 3 clusters Score -9769877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9769884.000000 Penalty: 3706.898193
	Iteration 32Q: 3 clusters Score -9769884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9769886.000000 Penalty: 3706.898193
	Iteration 33Q: 3 clusters Score -9769886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9769883.000000 Penalty: 3706.898193
	Iteration 34Q: 3 clusters Score -9769883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9769887.000000 Penalty: 3706.898193
	Iteration 35Q: 3 clusters Score -9769887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9769884.000000 Penalty: 3706.898193
	Iteration 36Q: 3 clusters Score -9769884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9769884.000000 Penalty: 3706.898193
	Iteration 37F: 3 clusters Score -9769884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179558 members 
Entering Unmasked Estep 
Score: -19437312.000000 Penalty: 1965.966187
	Iteration 0F: 2 clusters Score -1.943731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -19338336.000000 Penalty: 3931.932373
	Iteration 0F: 3 clusters Score -1.933834e+07 nChanged 87106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -19392098.000000 Penalty: 3931.932373
	Iteration 1F: 3 clusters Score -1.93921e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -19394614.000000 Penalty: 3931.932373
	Iteration 2Q: 3 clusters Score -1.939461e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -19398666.000000 Penalty: 3931.932373
	Iteration 3F: 3 clusters Score -1.939867e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -19403948.000000 Penalty: 3931.932373
	Iteration 4F: 3 clusters Score -1.940395e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116832 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -19409440.000000 Penalty: 3931.932373
	Iteration 5F: 3 clusters Score -1.940944e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124228 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -19414298.000000 Penalty: 3931.932373
	Iteration 6F: 3 clusters Score -1.94143e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -19418820.000000 Penalty: 3931.932373
	Iteration 7F: 3 clusters Score -1.941882e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136812 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -19423064.000000 Penalty: 3931.932373
	Iteration 8Q: 3 clusters Score -1.942306e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -19427512.000000 Penalty: 3931.932373
	Iteration 9Q: 3 clusters Score -1.942751e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145849 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -19431948.000000 Penalty: 3931.932373
	Iteration 10Q: 3 clusters Score -1.943195e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -19435424.000000 Penalty: 3931.932373
	Iteration 11Q: 3 clusters Score -1.943542e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -19437672.000000 Penalty: 3931.932373
	Iteration 12Q: 3 clusters Score -1.943767e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -19438852.000000 Penalty: 3931.932373
	Iteration 13Q: 3 clusters Score -1.943885e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155413 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -19439686.000000 Penalty: 3931.932373
	Iteration 14Q: 3 clusters Score -1.943969e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -19440254.000000 Penalty: 3931.932373
	Iteration 15Q: 3 clusters Score -1.944025e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159282 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -19440814.000000 Penalty: 3931.932373
	Iteration 16Q: 3 clusters Score -1.944081e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -19441210.000000 Penalty: 3931.932373
	Iteration 17Q: 3 clusters Score -1.944121e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162653 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -19441512.000000 Penalty: 3931.932373
	Iteration 18Q: 3 clusters Score -1.944151e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -19441856.000000 Penalty: 3931.932373
	Iteration 19Q: 3 clusters Score -1.944186e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -19442094.000000 Penalty: 3931.932373
	Iteration 20F: 3 clusters Score -1.944209e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166750 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -19442292.000000 Penalty: 3931.932373
	Iteration 21Q: 3 clusters Score -1.944229e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167816 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -19442414.000000 Penalty: 3931.932373
	Iteration 22Q: 3 clusters Score -1.944241e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -19442320.000000 Penalty: 3931.932373
	Iteration 23Q: 3 clusters Score -1.944232e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -19442014.000000 Penalty: 3931.932373
	Iteration 24Q: 3 clusters Score -1.944201e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170497 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -19441796.000000 Penalty: 3931.932373
	Iteration 25Q: 3 clusters Score -1.94418e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -19441486.000000 Penalty: 3931.932373
	Iteration 26Q: 3 clusters Score -1.944149e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -19441284.000000 Penalty: 3931.932373
	Iteration 27Q: 3 clusters Score -1.944128e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172401 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -19441076.000000 Penalty: 3931.932373
	Iteration 28Q: 3 clusters Score -1.944108e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172872 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -19440922.000000 Penalty: 3931.932373
	Iteration 29Q: 3 clusters Score -1.944092e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173287 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -19440710.000000 Penalty: 3931.932373
	Iteration 30Q: 3 clusters Score -1.944071e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173668 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -19440522.000000 Penalty: 3931.932373
	Iteration 31Q: 3 clusters Score -1.944052e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -19440412.000000 Penalty: 3931.932373
	Iteration 32Q: 3 clusters Score -1.944041e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174364 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -19440176.000000 Penalty: 3931.932373
	Iteration 33Q: 3 clusters Score -1.944018e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -19439882.000000 Penalty: 3931.932373
	Iteration 34Q: 3 clusters Score -1.943988e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174917 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -19439672.000000 Penalty: 3931.932373
	Iteration 35Q: 3 clusters Score -1.943967e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175173 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -19439502.000000 Penalty: 3931.932373
	Iteration 36Q: 3 clusters Score -1.94395e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -19439322.000000 Penalty: 3931.932373
	Iteration 37Q: 3 clusters Score -1.943932e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175585 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -19439112.000000 Penalty: 3931.932373
	Iteration 38Q: 3 clusters Score -1.943911e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -19438992.000000 Penalty: 3931.932373
	Iteration 39Q: 3 clusters Score -1.943899e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175953 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -19438826.000000 Penalty: 3931.932373
	Iteration 40F: 3 clusters Score -1.943883e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176117 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -19438642.000000 Penalty: 3931.932373
	Iteration 41Q: 3 clusters Score -1.943864e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -19438492.000000 Penalty: 3931.932373
	Iteration 42Q: 3 clusters Score -1.943849e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176403 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -19438398.000000 Penalty: 3931.932373
	Iteration 43Q: 3 clusters Score -1.94384e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176519 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -19438342.000000 Penalty: 3931.932373
	Iteration 44Q: 3 clusters Score -1.943834e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -19438188.000000 Penalty: 3931.932373
	Iteration 45Q: 3 clusters Score -1.943819e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -19438128.000000 Penalty: 3931.932373
	Iteration 46Q: 3 clusters Score -1.943813e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176845 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -19438014.000000 Penalty: 3931.932373
	Iteration 47Q: 3 clusters Score -1.943801e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -19437908.000000 Penalty: 3931.932373
	Iteration 48Q: 3 clusters Score -1.943791e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -19437846.000000 Penalty: 3931.932373
	Iteration 49Q: 3 clusters Score -1.943785e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177099 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -19437766.000000 Penalty: 3931.932373
	Iteration 50Q: 3 clusters Score -1.943777e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177153 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -19437706.000000 Penalty: 3931.932373
	Iteration 51Q: 3 clusters Score -1.943771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177200 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19437648.000000 Penalty: 3931.932373
	Iteration 52Q: 3 clusters Score -1.943765e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177254 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -19437598.000000 Penalty: 3931.932373
	Iteration 53Q: 3 clusters Score -1.94376e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177306 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -19437548.000000 Penalty: 3931.932373
	Iteration 54Q: 3 clusters Score -1.943755e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177359 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -19437542.000000 Penalty: 3931.932373
	Iteration 55Q: 3 clusters Score -1.943754e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19437480.000000 Penalty: 3931.932373
	Iteration 56Q: 3 clusters Score -1.943748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177451 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19437416.000000 Penalty: 3931.932373
	Iteration 57Q: 3 clusters Score -1.943742e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -19437386.000000 Penalty: 3931.932373
	Iteration 58Q: 3 clusters Score -1.943739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19437346.000000 Penalty: 3931.932373
	Iteration 59Q: 3 clusters Score -1.943735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177607 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -19437308.000000 Penalty: 3931.932373
	Iteration 60F: 3 clusters Score -1.943731e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177655 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19437266.000000 Penalty: 3931.932373
	Iteration 61Q: 3 clusters Score -1.943727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177695 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -19437228.000000 Penalty: 3931.932373
	Iteration 62Q: 3 clusters Score -1.943723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19437220.000000 Penalty: 3931.932373
	Iteration 63Q: 3 clusters Score -1.943722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177770 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -19437196.000000 Penalty: 3931.932373
	Iteration 64Q: 3 clusters Score -1.94372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19437182.000000 Penalty: 3931.932373
	Iteration 65Q: 3 clusters Score -1.943718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177845 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -19437124.000000 Penalty: 3931.932373
	Iteration 66Q: 3 clusters Score -1.943712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177886 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -19437110.000000 Penalty: 3931.932373
	Iteration 67Q: 3 clusters Score -1.943711e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19437090.000000 Penalty: 3931.932373
	Iteration 68Q: 3 clusters Score -1.943709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177980 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -19437074.000000 Penalty: 3931.932373
	Iteration 69Q: 3 clusters Score -1.943707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -19437042.000000 Penalty: 3931.932373
	Iteration 70Q: 3 clusters Score -1.943704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178079 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -19436990.000000 Penalty: 3931.932373
	Iteration 71Q: 3 clusters Score -1.943699e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178131 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19436956.000000 Penalty: 3931.932373
	Iteration 72Q: 3 clusters Score -1.943696e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178181 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19436942.000000 Penalty: 3931.932373
	Iteration 73Q: 3 clusters Score -1.943694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178236 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -19436900.000000 Penalty: 3931.932373
	Iteration 74Q: 3 clusters Score -1.94369e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19436854.000000 Penalty: 3931.932373
	Iteration 75Q: 3 clusters Score -1.943685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19436820.000000 Penalty: 3931.932373
	Iteration 76Q: 3 clusters Score -1.943682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19436796.000000 Penalty: 3931.932373
	Iteration 77Q: 3 clusters Score -1.94368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19436758.000000 Penalty: 3931.932373
	Iteration 78Q: 3 clusters Score -1.943676e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178414 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19436742.000000 Penalty: 3931.932373
	Iteration 79Q: 3 clusters Score -1.943674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178442 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19436720.000000 Penalty: 3931.932373
	Iteration 80F: 3 clusters Score -1.943672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178469 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -19436726.000000 Penalty: 3931.932373
	Iteration 81Q: 3 clusters Score -1.943673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178495 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -19436744.000000 Penalty: 3931.932373
	Iteration 82Q: 3 clusters Score -1.943674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19436722.000000 Penalty: 3931.932373
	Iteration 83Q: 3 clusters Score -1.943672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178540 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19436710.000000 Penalty: 3931.932373
	Iteration 84Q: 3 clusters Score -1.943671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -19436692.000000 Penalty: 3931.932373
	Iteration 85Q: 3 clusters Score -1.943669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178565 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19436668.000000 Penalty: 3931.932373
	Iteration 86Q: 3 clusters Score -1.943667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178576 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19436646.000000 Penalty: 3931.932373
	Iteration 87Q: 3 clusters Score -1.943665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -19436638.000000 Penalty: 3931.932373
	Iteration 88Q: 3 clusters Score -1.943664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178607 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19436622.000000 Penalty: 3931.932373
	Iteration 89Q: 3 clusters Score -1.943662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178618 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -19436624.000000 Penalty: 3931.932373
	Iteration 90Q: 3 clusters Score -1.943662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178631 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19436624.000000 Penalty: 3931.932373
	Iteration 91Q: 3 clusters Score -1.943662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178643 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19436604.000000 Penalty: 3931.932373
	Iteration 92Q: 3 clusters Score -1.94366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178656 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19436586.000000 Penalty: 3931.932373
	Iteration 93Q: 3 clusters Score -1.943659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178663 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19436584.000000 Penalty: 3931.932373
	Iteration 94Q: 3 clusters Score -1.943658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178668 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -19436594.000000 Penalty: 3931.932373
	Iteration 95Q: 3 clusters Score -1.943659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178674 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19436590.000000 Penalty: 3931.932373
	Iteration 96Q: 3 clusters Score -1.943659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178683 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -19436584.000000 Penalty: 3931.932373
	Iteration 97Q: 3 clusters Score -1.943658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178689 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -19436592.000000 Penalty: 3931.932373
	Iteration 98Q: 3 clusters Score -1.943659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19436586.000000 Penalty: 3931.932373
	Iteration 99Q: 3 clusters Score -1.943659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178696 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19436590.000000 Penalty: 3931.932373
	Iteration 100F: 3 clusters Score -1.943659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -19436586.000000 Penalty: 3931.932373
	Iteration 101Q: 3 clusters Score -1.943659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19436574.000000 Penalty: 3931.932373
	Iteration 102Q: 3 clusters Score -1.943657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178717 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -19436570.000000 Penalty: 3931.932373
	Iteration 103Q: 3 clusters Score -1.943657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178727 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19436576.000000 Penalty: 3931.932373
	Iteration 104Q: 3 clusters Score -1.943658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19436586.000000 Penalty: 3931.932373
	Iteration 105Q: 3 clusters Score -1.943659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19436562.000000 Penalty: 3931.932373
	Iteration 106Q: 3 clusters Score -1.943656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19436548.000000 Penalty: 3931.932373
	Iteration 107Q: 3 clusters Score -1.943655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19436540.000000 Penalty: 3931.932373
	Iteration 108Q: 3 clusters Score -1.943654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178799 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -19436534.000000 Penalty: 3931.932373
	Iteration 109Q: 3 clusters Score -1.943653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -19436522.000000 Penalty: 3931.932373
	Iteration 110Q: 3 clusters Score -1.943652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178816 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19436512.000000 Penalty: 3931.932373
	Iteration 111Q: 3 clusters Score -1.943651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178825 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19436500.000000 Penalty: 3931.932373
	Iteration 112Q: 3 clusters Score -1.94365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19436466.000000 Penalty: 3931.932373
	Iteration 113Q: 3 clusters Score -1.943647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178846 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19436462.000000 Penalty: 3931.932373
	Iteration 114Q: 3 clusters Score -1.943646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19436444.000000 Penalty: 3931.932373
	Iteration 115Q: 3 clusters Score -1.943644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178856 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -19436446.000000 Penalty: 3931.932373
	Iteration 116Q: 3 clusters Score -1.943645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178860 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -19436436.000000 Penalty: 3931.932373
	Iteration 117Q: 3 clusters Score -1.943644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178865 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -19436452.000000 Penalty: 3931.932373
	Iteration 118Q: 3 clusters Score -1.943645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178866 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -19436460.000000 Penalty: 3931.932373
	Iteration 119Q: 3 clusters Score -1.943646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -19436452.000000 Penalty: 3931.932373
	Iteration 120F: 3 clusters Score -1.943645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178871 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -19436448.000000 Penalty: 3931.932373
	Iteration 121Q: 3 clusters Score -1.943645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -19436444.000000 Penalty: 3931.932373
	Iteration 122Q: 3 clusters Score -1.943644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178877 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -19436434.000000 Penalty: 3931.932373
	Iteration 123Q: 3 clusters Score -1.943643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178880 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19436426.000000 Penalty: 3931.932373
	Iteration 124Q: 3 clusters Score -1.943643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19436426.000000 Penalty: 3931.932373
	Iteration 125Q: 3 clusters Score -1.943643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19436426.000000 Penalty: 3931.932373
	Iteration 126F: 3 clusters Score -1.943643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Entering Unmasked Estep 
Score: -2359243.750000 Penalty: 1625.099854
	Iteration 0F: 2 clusters Score -2359244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2344336.750000 Penalty: 3250.199707
	Iteration 0F: 3 clusters Score -2344337 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2350063.250000 Penalty: 3250.199707
	Iteration 1F: 3 clusters Score -2350063 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2350735.000000 Penalty: 3250.199707
	Iteration 2F: 3 clusters Score -2350735 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2351512.750000 Penalty: 3250.199707
	Iteration 3F: 3 clusters Score -2351513 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2352622.750000 Penalty: 3250.199707
	Iteration 4F: 3 clusters Score -2352623 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2354113.250000 Penalty: 3250.199707
	Iteration 5F: 3 clusters Score -2354113 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2355630.250000 Penalty: 3250.199707
	Iteration 6F: 3 clusters Score -2355630 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2356751.500000 Penalty: 3250.199707
	Iteration 7F: 3 clusters Score -2356752 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2357413.750000 Penalty: 3250.199707
	Iteration 8Q: 3 clusters Score -2357414 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2357779.000000 Penalty: 3250.199707
	Iteration 9Q: 3 clusters Score -2357779 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2358029.000000 Penalty: 3250.199707
	Iteration 10Q: 3 clusters Score -2358029 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2358209.000000 Penalty: 3250.199707
	Iteration 11Q: 3 clusters Score -2358209 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2358336.250000 Penalty: 3250.199707
	Iteration 12Q: 3 clusters Score -2358336 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2358420.250000 Penalty: 3250.199707
	Iteration 13Q: 3 clusters Score -2358420 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2358462.750000 Penalty: 3250.199707
	Iteration 14Q: 3 clusters Score -2358463 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2358512.250000 Penalty: 3250.199707
	Iteration 15Q: 3 clusters Score -2358512 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2358541.500000 Penalty: 3250.199707
	Iteration 16Q: 3 clusters Score -2358542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2358558.250000 Penalty: 3250.199707
	Iteration 17Q: 3 clusters Score -2358558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2358570.750000 Penalty: 3250.199707
	Iteration 18Q: 3 clusters Score -2358571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2358581.750000 Penalty: 3250.199707
	Iteration 19Q: 3 clusters Score -2358582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2358585.750000 Penalty: 3250.199707
	Iteration 20F: 3 clusters Score -2358586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2358588.500000 Penalty: 3250.199707
	Iteration 21Q: 3 clusters Score -2358588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2358588.250000 Penalty: 3250.199707
	Iteration 22Q: 3 clusters Score -2358588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2358589.750000 Penalty: 3250.199707
	Iteration 23Q: 3 clusters Score -2358590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2358590.250000 Penalty: 3250.199707
	Iteration 24Q: 3 clusters Score -2358590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2358589.000000 Penalty: 3250.199707
	Iteration 25Q: 3 clusters Score -2358589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2358594.000000 Penalty: 3250.199707
	Iteration 26Q: 3 clusters Score -2358594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2358600.000000 Penalty: 3250.199707
	Iteration 27Q: 3 clusters Score -2358600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2358599.000000 Penalty: 3250.199707
	Iteration 28Q: 3 clusters Score -2358599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2358606.500000 Penalty: 3250.199707
	Iteration 29Q: 3 clusters Score -2358606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2358611.000000 Penalty: 3250.199707
	Iteration 30Q: 3 clusters Score -2358611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2358610.500000 Penalty: 3250.199707
	Iteration 31Q: 3 clusters Score -2358610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2358611.250000 Penalty: 3250.199707
	Iteration 32Q: 3 clusters Score -2358611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2358612.250000 Penalty: 3250.199707
	Iteration 33Q: 3 clusters Score -2358612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2358614.500000 Penalty: 3250.199707
	Iteration 34Q: 3 clusters Score -2358614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2358607.250000 Penalty: 3250.199707
	Iteration 35Q: 3 clusters Score -2358607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2358608.250000 Penalty: 3250.199707
	Iteration 36Q: 3 clusters Score -2358608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2358610.500000 Penalty: 3250.199707
	Iteration 37Q: 3 clusters Score -2358610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2358612.750000 Penalty: 3250.199707
	Iteration 38Q: 3 clusters Score -2358613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2358616.750000 Penalty: 3250.199707
	Iteration 39Q: 3 clusters Score -2358617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2358618.500000 Penalty: 3250.199707
	Iteration 40F: 3 clusters Score -2358618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2358619.500000 Penalty: 3250.199707
	Iteration 41Q: 3 clusters Score -2358620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2358623.000000 Penalty: 3250.199707
	Iteration 42Q: 3 clusters Score -2358623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2358622.250000 Penalty: 3250.199707
	Iteration 43Q: 3 clusters Score -2358622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2358622.250000 Penalty: 3250.199707
	Iteration 44F: 3 clusters Score -2358622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Entering Unmasked Estep 
Score: -1080303.125000 Penalty: 1506.317627
	Iteration 0F: 2 clusters Score -1080303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1072912.000000 Penalty: 3012.635254
	Iteration 0F: 3 clusters Score -1072912 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1075363.500000 Penalty: 3012.635254
	Iteration 1F: 3 clusters Score -1075364 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1075782.125000 Penalty: 3012.635254
	Iteration 2F: 3 clusters Score -1075782 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1076210.000000 Penalty: 3012.635254
	Iteration 3F: 3 clusters Score -1076210 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1076661.125000 Penalty: 3012.635254
	Iteration 4F: 3 clusters Score -1076661 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1077095.750000 Penalty: 3012.635254
	Iteration 5F: 3 clusters Score -1077096 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1077547.000000 Penalty: 3012.635254
	Iteration 6F: 3 clusters Score -1077547 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1077951.000000 Penalty: 3012.635254
	Iteration 7F: 3 clusters Score -1077951 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1078275.750000 Penalty: 3012.635254
	Iteration 8Q: 3 clusters Score -1078276 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1078488.875000 Penalty: 3012.635254
	Iteration 9Q: 3 clusters Score -1078489 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1078652.875000 Penalty: 3012.635254
	Iteration 10Q: 3 clusters Score -1078653 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1078767.125000 Penalty: 3012.635254
	Iteration 11Q: 3 clusters Score -1078767 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1078838.500000 Penalty: 3012.635254
	Iteration 12Q: 3 clusters Score -1078838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1078893.000000 Penalty: 3012.635254
	Iteration 13Q: 3 clusters Score -1078893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1078942.875000 Penalty: 3012.635254
	Iteration 14Q: 3 clusters Score -1078943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1078984.750000 Penalty: 3012.635254
	Iteration 15Q: 3 clusters Score -1078985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1079010.500000 Penalty: 3012.635254
	Iteration 16Q: 3 clusters Score -1079010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1079021.875000 Penalty: 3012.635254
	Iteration 17Q: 3 clusters Score -1079022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1079025.125000 Penalty: 3012.635254
	Iteration 18Q: 3 clusters Score -1079025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1079029.250000 Penalty: 3012.635254
	Iteration 19Q: 3 clusters Score -1079029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1079036.250000 Penalty: 3012.635254
	Iteration 20F: 3 clusters Score -1079036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1079039.500000 Penalty: 3012.635254
	Iteration 21Q: 3 clusters Score -1079040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1079041.500000 Penalty: 3012.635254
	Iteration 22Q: 3 clusters Score -1079042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1079045.375000 Penalty: 3012.635254
	Iteration 23Q: 3 clusters Score -1079045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1079046.750000 Penalty: 3012.635254
	Iteration 24Q: 3 clusters Score -1079047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1079046.750000 Penalty: 3012.635254
	Iteration 25F: 3 clusters Score -1079047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -233225.859375 Penalty: 1274.497925
	Iteration 0F: 2 clusters Score -233225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -230863.468750 Penalty: 2548.995850
	Iteration 0F: 3 clusters Score -230863.5 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -231723.140625 Penalty: 2548.995850
	Iteration 1F: 3 clusters Score -231723.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -232265.921875 Penalty: 2548.995850
	Iteration 2F: 3 clusters Score -232265.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -232677.484375 Penalty: 2548.995850
	Iteration 3F: 3 clusters Score -232677.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -232948.046875 Penalty: 2548.995850
	Iteration 4F: 3 clusters Score -232948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -233094.046875 Penalty: 2548.995850
	Iteration 5F: 3 clusters Score -233094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -233172.171875 Penalty: 2548.995850
	Iteration 6Q: 3 clusters Score -233172.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -233238.171875 Penalty: 2548.995850
	Iteration 7Q: 3 clusters Score -233238.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -233285.140625 Penalty: 2548.995850
	Iteration 8Q: 3 clusters Score -233285.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -233317.109375 Penalty: 2548.995850
	Iteration 9Q: 3 clusters Score -233317.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -233330.031250 Penalty: 2548.995850
	Iteration 10Q: 3 clusters Score -233330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -233336.015625 Penalty: 2548.995850
	Iteration 11Q: 3 clusters Score -233336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -233340.187500 Penalty: 2548.995850
	Iteration 12Q: 3 clusters Score -233340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -233343.062500 Penalty: 2548.995850
	Iteration 13Q: 3 clusters Score -233343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -233346.187500 Penalty: 2548.995850
	Iteration 14Q: 3 clusters Score -233346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -233347.656250 Penalty: 2548.995850
	Iteration 15Q: 3 clusters Score -233347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -233348.093750 Penalty: 2548.995850
	Iteration 16Q: 3 clusters Score -233348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -233348.093750 Penalty: 2548.995850
	Iteration 17F: 3 clusters Score -233348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111260 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 1606 members 
Entering Unmasked Estep 
Score: -101030768.000000 Penalty: 89626.648438
Splitting cluster 11 changes total score from -101031536.000000 to -101030768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -184285.265625 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -184285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182282.640625 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -182282.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -182944.968750 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -182945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -183332.359375 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -183332.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -183702.578125 Penalty: 2460.561523
	Iteration 3F: 3 clusters Score -183702.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -184128.203125 Penalty: 2460.561523
	Iteration 4F: 3 clusters Score -184128.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -184392.171875 Penalty: 2460.561523
	Iteration 5F: 3 clusters Score -184392.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -184489.140625 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -184489.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -184547.250000 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -184547.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -184571.890625 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -184571.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -184594.828125 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -184594.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -184609.984375 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -184610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -184622.546875 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -184622.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -184636.421875 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -184636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -184646.312500 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -184646.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -184653.625000 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -184653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -184654.437500 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -184654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -184654.437500 Penalty: 2460.561523
	Iteration 16F: 3 clusters Score -184654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1493 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111260 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 448 members 
Entering Unmasked Estep 
Score: -101031080.000000 Penalty: 89626.648438
Splitting cluster 12 changes total score from -101031536.000000 to -101031080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14026.486328 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14026.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13277.603516 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13277.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13368.042969 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -13368.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13402.814453 Penalty: 1718.686768
	Iteration 2Q: 3 clusters Score -13402.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13426.100586 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -13426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13440.996094 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -13441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13465.881836 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -13465.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13467.095703 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -13467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13467.095703 Penalty: 1718.686768
	Iteration 7F: 3 clusters Score -13467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -244555.046875 Penalty: 1260.033569
	Iteration 0F: 2 clusters Score -244555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242231.625000 Penalty: 2520.067139
	Iteration 0F: 3 clusters Score -242231.6 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242796.359375 Penalty: 2520.067139
	Iteration 1F: 3 clusters Score -242796.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242945.031250 Penalty: 2520.067139
	Iteration 2F: 3 clusters Score -242945 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -243058.625000 Penalty: 2520.067139
	Iteration 3F: 3 clusters Score -243058.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243160.453125 Penalty: 2520.067139
	Iteration 4Q: 3 clusters Score -243160.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243294.031250 Penalty: 2520.067139
	Iteration 5Q: 3 clusters Score -243294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -243422.843750 Penalty: 2520.067139
	Iteration 6Q: 3 clusters Score -243422.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -243545.609375 Penalty: 2520.067139
	Iteration 7Q: 3 clusters Score -243545.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -243655.375000 Penalty: 2520.067139
	Iteration 8Q: 3 clusters Score -243655.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -243723.078125 Penalty: 2520.067139
	Iteration 9Q: 3 clusters Score -243723.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -243756.953125 Penalty: 2520.067139
	Iteration 10Q: 3 clusters Score -243757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243785.890625 Penalty: 2520.067139
	Iteration 11Q: 3 clusters Score -243785.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243818.140625 Penalty: 2520.067139
	Iteration 12Q: 3 clusters Score -243818.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -243848.343750 Penalty: 2520.067139
	Iteration 13Q: 3 clusters Score -243848.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -243880.968750 Penalty: 2520.067139
	Iteration 14Q: 3 clusters Score -243881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -243907.765625 Penalty: 2520.067139
	Iteration 15Q: 3 clusters Score -243907.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -243925.687500 Penalty: 2520.067139
	Iteration 16Q: 3 clusters Score -243925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -243938.062500 Penalty: 2520.067139
	Iteration 17Q: 3 clusters Score -243938.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243948.328125 Penalty: 2520.067139
	Iteration 18Q: 3 clusters Score -243948.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -243954.062500 Penalty: 2520.067139
	Iteration 19Q: 3 clusters Score -243954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -243961.765625 Penalty: 2520.067139
	Iteration 20F: 3 clusters Score -243961.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -243978.062500 Penalty: 2520.067139
	Iteration 21Q: 3 clusters Score -243978.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243988.875000 Penalty: 2520.067139
	Iteration 22Q: 3 clusters Score -243988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -243998.640625 Penalty: 2520.067139
	Iteration 23Q: 3 clusters Score -243998.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -244004.437500 Penalty: 2520.067139
	Iteration 24Q: 3 clusters Score -244004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -244006.062500 Penalty: 2520.067139
	Iteration 25Q: 3 clusters Score -244006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -244007.593750 Penalty: 2520.067139
	Iteration 26Q: 3 clusters Score -244007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244009.687500 Penalty: 2520.067139
	Iteration 27Q: 3 clusters Score -244009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -244011.453125 Penalty: 2520.067139
	Iteration 28Q: 3 clusters Score -244011.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -244013.453125 Penalty: 2520.067139
	Iteration 29Q: 3 clusters Score -244013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -244015.156250 Penalty: 2520.067139
	Iteration 30Q: 3 clusters Score -244015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -244016.593750 Penalty: 2520.067139
	Iteration 31Q: 3 clusters Score -244016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -244017.234375 Penalty: 2520.067139
	Iteration 32Q: 3 clusters Score -244017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -244018.234375 Penalty: 2520.067139
	Iteration 33Q: 3 clusters Score -244018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -244019.812500 Penalty: 2520.067139
	Iteration 34Q: 3 clusters Score -244019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -244021.156250 Penalty: 2520.067139
	Iteration 35Q: 3 clusters Score -244021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -244023.656250 Penalty: 2520.067139
	Iteration 36Q: 3 clusters Score -244023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -244026.750000 Penalty: 2520.067139
	Iteration 37Q: 3 clusters Score -244026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -244028.843750 Penalty: 2520.067139
	Iteration 38Q: 3 clusters Score -244028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -244029.546875 Penalty: 2520.067139
	Iteration 39Q: 3 clusters Score -244029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -244030.062500 Penalty: 2520.067139
	Iteration 40F: 3 clusters Score -244030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -244030.890625 Penalty: 2520.067139
	Iteration 41Q: 3 clusters Score -244030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -244032.656250 Penalty: 2520.067139
	Iteration 42Q: 3 clusters Score -244032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -244034.421875 Penalty: 2520.067139
	Iteration 43Q: 3 clusters Score -244034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -244035.218750 Penalty: 2520.067139
	Iteration 44Q: 3 clusters Score -244035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -244035.218750 Penalty: 2520.067139
	Iteration 45F: 3 clusters Score -244035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Entering Unmasked Estep 
Score: -5969481.000000 Penalty: 1781.647217
	Iteration 0F: 2 clusters Score -5969481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5930942.500000 Penalty: 3563.294434
	Iteration 0F: 3 clusters Score -5930942 nChanged 26995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -5946457.500000 Penalty: 3563.294434
	Iteration 1F: 3 clusters Score -5946458 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -5947163.500000 Penalty: 3563.294434
	Iteration 2Q: 3 clusters Score -5947164 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -5948168.500000 Penalty: 3563.294434
	Iteration 3Q: 3 clusters Score -5948168 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -5949523.500000 Penalty: 3563.294434
	Iteration 4Q: 3 clusters Score -5949524 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -5951233.000000 Penalty: 3563.294434
	Iteration 5F: 3 clusters Score -5951233 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -5953389.000000 Penalty: 3563.294434
	Iteration 6F: 3 clusters Score -5953389 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -5955796.000000 Penalty: 3563.294434
	Iteration 7F: 3 clusters Score -5955796 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5958002.500000 Penalty: 3563.294434
	Iteration 8F: 3 clusters Score -5958002 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5959800.500000 Penalty: 3563.294434
	Iteration 9Q: 3 clusters Score -5959800 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -5961126.500000 Penalty: 3563.294434
	Iteration 10Q: 3 clusters Score -5961126 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -5961990.000000 Penalty: 3563.294434
	Iteration 11Q: 3 clusters Score -5961990 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5962599.500000 Penalty: 3563.294434
	Iteration 12Q: 3 clusters Score -5962600 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -5963082.500000 Penalty: 3563.294434
	Iteration 13Q: 3 clusters Score -5963082 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -5963491.000000 Penalty: 3563.294434
	Iteration 14Q: 3 clusters Score -5963491 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -5963874.500000 Penalty: 3563.294434
	Iteration 15Q: 3 clusters Score -5963874 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5964252.000000 Penalty: 3563.294434
	Iteration 16Q: 3 clusters Score -5964252 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -5964639.000000 Penalty: 3563.294434
	Iteration 17Q: 3 clusters Score -5964639 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -5964962.000000 Penalty: 3563.294434
	Iteration 18Q: 3 clusters Score -5964962 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -5965287.000000 Penalty: 3563.294434
	Iteration 19Q: 3 clusters Score -5965287 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -5965617.000000 Penalty: 3563.294434
	Iteration 20F: 3 clusters Score -5965617 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -5965954.500000 Penalty: 3563.294434
	Iteration 21Q: 3 clusters Score -5965954 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -5966308.500000 Penalty: 3563.294434
	Iteration 22Q: 3 clusters Score -5966308 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -5966638.000000 Penalty: 3563.294434
	Iteration 23Q: 3 clusters Score -5966638 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -5966884.500000 Penalty: 3563.294434
	Iteration 24Q: 3 clusters Score -5966884 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -5967101.000000 Penalty: 3563.294434
	Iteration 25Q: 3 clusters Score -5967101 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -5967315.500000 Penalty: 3563.294434
	Iteration 26Q: 3 clusters Score -5967316 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -5967504.000000 Penalty: 3563.294434
	Iteration 27Q: 3 clusters Score -5967504 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -5967648.500000 Penalty: 3563.294434
	Iteration 28Q: 3 clusters Score -5967648 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -5967763.500000 Penalty: 3563.294434
	Iteration 29Q: 3 clusters Score -5967764 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -5967819.500000 Penalty: 3563.294434
	Iteration 30Q: 3 clusters Score -5967820 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -5967893.000000 Penalty: 3563.294434
	Iteration 31Q: 3 clusters Score -5967893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -5967938.500000 Penalty: 3563.294434
	Iteration 32Q: 3 clusters Score -5967938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -5967978.500000 Penalty: 3563.294434
	Iteration 33Q: 3 clusters Score -5967978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -5967995.000000 Penalty: 3563.294434
	Iteration 34Q: 3 clusters Score -5967995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -5968016.000000 Penalty: 3563.294434
	Iteration 35Q: 3 clusters Score -5968016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -5968032.500000 Penalty: 3563.294434
	Iteration 36Q: 3 clusters Score -5968032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -5968046.000000 Penalty: 3563.294434
	Iteration 37Q: 3 clusters Score -5968046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -5968060.000000 Penalty: 3563.294434
	Iteration 38Q: 3 clusters Score -5968060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -5968060.500000 Penalty: 3563.294434
	Iteration 39Q: 3 clusters Score -5968060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -5968076.000000 Penalty: 3563.294434
	Iteration 40F: 3 clusters Score -5968076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -5968075.000000 Penalty: 3563.294434
	Iteration 41Q: 3 clusters Score -5968075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -5968080.000000 Penalty: 3563.294434
	Iteration 42Q: 3 clusters Score -5968080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -5968085.500000 Penalty: 3563.294434
	Iteration 43Q: 3 clusters Score -5968086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -5968087.500000 Penalty: 3563.294434
	Iteration 44Q: 3 clusters Score -5968088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -5968098.000000 Penalty: 3563.294434
	Iteration 45Q: 3 clusters Score -5968098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -5968111.000000 Penalty: 3563.294434
	Iteration 46Q: 3 clusters Score -5968111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -5968116.500000 Penalty: 3563.294434
	Iteration 47Q: 3 clusters Score -5968116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -5968112.500000 Penalty: 3563.294434
	Iteration 48Q: 3 clusters Score -5968112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -5968114.500000 Penalty: 3563.294434
	Iteration 49Q: 3 clusters Score -5968114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -5968123.500000 Penalty: 3563.294434
	Iteration 50Q: 3 clusters Score -5968124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -5968130.500000 Penalty: 3563.294434
	Iteration 51Q: 3 clusters Score -5968130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -5968144.500000 Penalty: 3563.294434
	Iteration 52Q: 3 clusters Score -5968144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -5968159.500000 Penalty: 3563.294434
	Iteration 53Q: 3 clusters Score -5968160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -5968167.500000 Penalty: 3563.294434
	Iteration 54Q: 3 clusters Score -5968168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -5968185.000000 Penalty: 3563.294434
	Iteration 55Q: 3 clusters Score -5968185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -5968198.000000 Penalty: 3563.294434
	Iteration 56Q: 3 clusters Score -5968198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -5968207.500000 Penalty: 3563.294434
	Iteration 57Q: 3 clusters Score -5968208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -5968211.500000 Penalty: 3563.294434
	Iteration 58Q: 3 clusters Score -5968212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -5968219.000000 Penalty: 3563.294434
	Iteration 59Q: 3 clusters Score -5968219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -5968223.500000 Penalty: 3563.294434
	Iteration 60F: 3 clusters Score -5968224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -5968219.500000 Penalty: 3563.294434
	Iteration 61Q: 3 clusters Score -5968220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -5968224.000000 Penalty: 3563.294434
	Iteration 62Q: 3 clusters Score -5968224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -5968224.000000 Penalty: 3563.294434
	Iteration 63Q: 3 clusters Score -5968224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -5968227.000000 Penalty: 3563.294434
	Iteration 64Q: 3 clusters Score -5968227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -5968221.500000 Penalty: 3563.294434
	Iteration 65Q: 3 clusters Score -5968222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -5968224.000000 Penalty: 3563.294434
	Iteration 66Q: 3 clusters Score -5968224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -5968229.500000 Penalty: 3563.294434
	Iteration 67Q: 3 clusters Score -5968230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -5968227.000000 Penalty: 3563.294434
	Iteration 68Q: 3 clusters Score -5968227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -5968229.000000 Penalty: 3563.294434
	Iteration 69Q: 3 clusters Score -5968229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -5968235.000000 Penalty: 3563.294434
	Iteration 70Q: 3 clusters Score -5968235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -5968236.000000 Penalty: 3563.294434
	Iteration 71Q: 3 clusters Score -5968236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -5968233.500000 Penalty: 3563.294434
	Iteration 72Q: 3 clusters Score -5968234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -5968233.500000 Penalty: 3563.294434
	Iteration 73F: 3 clusters Score -5968234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Entering Unmasked Estep 
Score: -1184664.750000 Penalty: 1527.924561
	Iteration 0F: 2 clusters Score -1184665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1176232.125000 Penalty: 3055.849121
	Iteration 0F: 3 clusters Score -1176232 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1179769.375000 Penalty: 3055.849121
	Iteration 1F: 3 clusters Score -1179769 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1180558.875000 Penalty: 3055.849121
	Iteration 2F: 3 clusters Score -1180559 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1181227.125000 Penalty: 3055.849121
	Iteration 3F: 3 clusters Score -1181227 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1181716.000000 Penalty: 3055.849121
	Iteration 4F: 3 clusters Score -1181716 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1182064.375000 Penalty: 3055.849121
	Iteration 5F: 3 clusters Score -1182064 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1182283.750000 Penalty: 3055.849121
	Iteration 6Q: 3 clusters Score -1182284 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1182435.375000 Penalty: 3055.849121
	Iteration 7Q: 3 clusters Score -1182435 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1182548.875000 Penalty: 3055.849121
	Iteration 8Q: 3 clusters Score -1182549 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1182634.750000 Penalty: 3055.849121
	Iteration 9Q: 3 clusters Score -1182635 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1182696.250000 Penalty: 3055.849121
	Iteration 10Q: 3 clusters Score -1182696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1182749.750000 Penalty: 3055.849121
	Iteration 11Q: 3 clusters Score -1182750 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1182793.125000 Penalty: 3055.849121
	Iteration 12Q: 3 clusters Score -1182793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1182840.125000 Penalty: 3055.849121
	Iteration 13Q: 3 clusters Score -1182840 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1182893.625000 Penalty: 3055.849121
	Iteration 14Q: 3 clusters Score -1182894 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1182967.375000 Penalty: 3055.849121
	Iteration 15Q: 3 clusters Score -1182967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1183023.000000 Penalty: 3055.849121
	Iteration 16Q: 3 clusters Score -1183023 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1183074.375000 Penalty: 3055.849121
	Iteration 17Q: 3 clusters Score -1183074 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1183131.875000 Penalty: 3055.849121
	Iteration 18Q: 3 clusters Score -1183132 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1183206.500000 Penalty: 3055.849121
	Iteration 19Q: 3 clusters Score -1183206 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1183278.625000 Penalty: 3055.849121
	Iteration 20F: 3 clusters Score -1183279 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1183378.000000 Penalty: 3055.849121
	Iteration 21Q: 3 clusters Score -1183378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1183473.625000 Penalty: 3055.849121
	Iteration 22Q: 3 clusters Score -1183474 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1183567.500000 Penalty: 3055.849121
	Iteration 23Q: 3 clusters Score -1183568 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1183633.875000 Penalty: 3055.849121
	Iteration 24Q: 3 clusters Score -1183634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1183681.000000 Penalty: 3055.849121
	Iteration 25Q: 3 clusters Score -1183681 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1183723.625000 Penalty: 3055.849121
	Iteration 26Q: 3 clusters Score -1183724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1183766.375000 Penalty: 3055.849121
	Iteration 27Q: 3 clusters Score -1183766 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1183799.375000 Penalty: 3055.849121
	Iteration 28Q: 3 clusters Score -1183799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1183847.250000 Penalty: 3055.849121
	Iteration 29Q: 3 clusters Score -1183847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1183883.000000 Penalty: 3055.849121
	Iteration 30Q: 3 clusters Score -1183883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1183913.875000 Penalty: 3055.849121
	Iteration 31Q: 3 clusters Score -1183914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1183948.125000 Penalty: 3055.849121
	Iteration 32Q: 3 clusters Score -1183948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1183981.125000 Penalty: 3055.849121
	Iteration 33Q: 3 clusters Score -1183981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1184000.375000 Penalty: 3055.849121
	Iteration 34Q: 3 clusters Score -1184000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1184017.250000 Penalty: 3055.849121
	Iteration 35Q: 3 clusters Score -1184017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1184032.000000 Penalty: 3055.849121
	Iteration 36Q: 3 clusters Score -1184032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1184046.125000 Penalty: 3055.849121
	Iteration 37Q: 3 clusters Score -1184046 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1184065.750000 Penalty: 3055.849121
	Iteration 38Q: 3 clusters Score -1184066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1184085.625000 Penalty: 3055.849121
	Iteration 39Q: 3 clusters Score -1184086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1184102.625000 Penalty: 3055.849121
	Iteration 40F: 3 clusters Score -1184103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1184119.500000 Penalty: 3055.849121
	Iteration 41Q: 3 clusters Score -1184120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1184138.500000 Penalty: 3055.849121
	Iteration 42Q: 3 clusters Score -1184138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1184156.750000 Penalty: 3055.849121
	Iteration 43Q: 3 clusters Score -1184157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1184172.250000 Penalty: 3055.849121
	Iteration 44Q: 3 clusters Score -1184172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1184192.125000 Penalty: 3055.849121
	Iteration 45Q: 3 clusters Score -1184192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1184209.500000 Penalty: 3055.849121
	Iteration 46Q: 3 clusters Score -1184210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1184229.750000 Penalty: 3055.849121
	Iteration 47Q: 3 clusters Score -1184230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1184244.875000 Penalty: 3055.849121
	Iteration 48Q: 3 clusters Score -1184245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1184271.625000 Penalty: 3055.849121
	Iteration 49Q: 3 clusters Score -1184272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1184292.375000 Penalty: 3055.849121
	Iteration 50Q: 3 clusters Score -1184292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1184317.500000 Penalty: 3055.849121
	Iteration 51Q: 3 clusters Score -1184318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1184332.625000 Penalty: 3055.849121
	Iteration 52Q: 3 clusters Score -1184333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1184361.750000 Penalty: 3055.849121
	Iteration 53Q: 3 clusters Score -1184362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1184438.125000 Penalty: 3055.849121
	Iteration 54Q: 3 clusters Score -1184438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1184560.125000 Penalty: 3055.849121
	Iteration 55Q: 3 clusters Score -1184560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1184636.375000 Penalty: 3055.849121
	Iteration 56Q: 3 clusters Score -1184636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1184691.000000 Penalty: 3055.849121
	Iteration 57Q: 3 clusters Score -1184691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1184728.625000 Penalty: 3055.849121
	Iteration 58Q: 3 clusters Score -1184729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1184750.375000 Penalty: 3055.849121
	Iteration 59Q: 3 clusters Score -1184750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1184755.625000 Penalty: 3055.849121
	Iteration 60F: 3 clusters Score -1184756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1184763.000000 Penalty: 3055.849121
	Iteration 61Q: 3 clusters Score -1184763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1184767.250000 Penalty: 3055.849121
	Iteration 62Q: 3 clusters Score -1184767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1184766.250000 Penalty: 3055.849121
	Iteration 63Q: 3 clusters Score -1184766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1184769.875000 Penalty: 3055.849121
	Iteration 64Q: 3 clusters Score -1184770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1184769.000000 Penalty: 3055.849121
	Iteration 65Q: 3 clusters Score -1184769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1184770.625000 Penalty: 3055.849121
	Iteration 66Q: 3 clusters Score -1184771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1184769.125000 Penalty: 3055.849121
	Iteration 67Q: 3 clusters Score -1184769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1184769.125000 Penalty: 3055.849121
	Iteration 68F: 3 clusters Score -1184769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 10318 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111260 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 1802 members 
Entering Unmasked Estep 
Score: -101031080.000000 Penalty: 89626.648438
Splitting cluster 16 changes total score from -101031536.000000 to -101031080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Entering Unmasked Estep 
Score: -1630671.500000 Penalty: 1572.598267
	Iteration 0F: 2 clusters Score -1630672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1619740.500000 Penalty: 3145.196533
	Iteration 0F: 3 clusters Score -1619740 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1623552.250000 Penalty: 3145.196533
	Iteration 1F: 3 clusters Score -1623552 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1623992.500000 Penalty: 3145.196533
	Iteration 2F: 3 clusters Score -1623992 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1624546.000000 Penalty: 3145.196533
	Iteration 3F: 3 clusters Score -1624546 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1625219.500000 Penalty: 3145.196533
	Iteration 4F: 3 clusters Score -1625220 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1626013.625000 Penalty: 3145.196533
	Iteration 5F: 3 clusters Score -1626014 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1626910.750000 Penalty: 3145.196533
	Iteration 6F: 3 clusters Score -1626911 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1627720.250000 Penalty: 3145.196533
	Iteration 7F: 3 clusters Score -1627720 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1628382.125000 Penalty: 3145.196533
	Iteration 8Q: 3 clusters Score -1628382 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1628810.000000 Penalty: 3145.196533
	Iteration 9Q: 3 clusters Score -1628810 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1629006.625000 Penalty: 3145.196533
	Iteration 10Q: 3 clusters Score -1629007 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1629139.500000 Penalty: 3145.196533
	Iteration 11Q: 3 clusters Score -1629140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1629233.250000 Penalty: 3145.196533
	Iteration 12Q: 3 clusters Score -1629233 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1629294.375000 Penalty: 3145.196533
	Iteration 13Q: 3 clusters Score -1629294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1629321.875000 Penalty: 3145.196533
	Iteration 14Q: 3 clusters Score -1629322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1629350.000000 Penalty: 3145.196533
	Iteration 15Q: 3 clusters Score -1629350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1629375.000000 Penalty: 3145.196533
	Iteration 16Q: 3 clusters Score -1629375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1629383.250000 Penalty: 3145.196533
	Iteration 17Q: 3 clusters Score -1629383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1629388.750000 Penalty: 3145.196533
	Iteration 18Q: 3 clusters Score -1629389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1629397.250000 Penalty: 3145.196533
	Iteration 19Q: 3 clusters Score -1629397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1629403.125000 Penalty: 3145.196533
	Iteration 20F: 3 clusters Score -1629403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1629406.750000 Penalty: 3145.196533
	Iteration 21Q: 3 clusters Score -1629407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1629409.000000 Penalty: 3145.196533
	Iteration 22Q: 3 clusters Score -1629409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1629410.750000 Penalty: 3145.196533
	Iteration 23Q: 3 clusters Score -1629411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1629409.250000 Penalty: 3145.196533
	Iteration 24Q: 3 clusters Score -1629409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1629415.875000 Penalty: 3145.196533
	Iteration 25Q: 3 clusters Score -1629416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1629422.875000 Penalty: 3145.196533
	Iteration 26Q: 3 clusters Score -1629423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1629428.625000 Penalty: 3145.196533
	Iteration 27Q: 3 clusters Score -1629429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1629433.125000 Penalty: 3145.196533
	Iteration 28Q: 3 clusters Score -1629433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1629436.500000 Penalty: 3145.196533
	Iteration 29Q: 3 clusters Score -1629436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1629437.375000 Penalty: 3145.196533
	Iteration 30Q: 3 clusters Score -1629437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1629436.375000 Penalty: 3145.196533
	Iteration 31Q: 3 clusters Score -1629436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1629435.000000 Penalty: 3145.196533
	Iteration 32Q: 3 clusters Score -1629435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1629438.000000 Penalty: 3145.196533
	Iteration 33Q: 3 clusters Score -1629438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1629437.375000 Penalty: 3145.196533
	Iteration 34Q: 3 clusters Score -1629437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1629437.375000 Penalty: 3145.196533
	Iteration 35F: 3 clusters Score -1629437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Entering Unmasked Estep 
Score: -1364985.875000 Penalty: 1534.840942
	Iteration 0F: 2 clusters Score -1364986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1356064.125000 Penalty: 3069.681885
	Iteration 0F: 3 clusters Score -1356064 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1359052.875000 Penalty: 3069.681885
	Iteration 1F: 3 clusters Score -1359053 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1359338.375000 Penalty: 3069.681885
	Iteration 2F: 3 clusters Score -1359338 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1359596.000000 Penalty: 3069.681885
	Iteration 3F: 3 clusters Score -1359596 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1359899.125000 Penalty: 3069.681885
	Iteration 4F: 3 clusters Score -1359899 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1360259.625000 Penalty: 3069.681885
	Iteration 5F: 3 clusters Score -1360260 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1360754.125000 Penalty: 3069.681885
	Iteration 6F: 3 clusters Score -1360754 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1361394.750000 Penalty: 3069.681885
	Iteration 7F: 3 clusters Score -1361395 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1362055.000000 Penalty: 3069.681885
	Iteration 8F: 3 clusters Score -1362055 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1362621.750000 Penalty: 3069.681885
	Iteration 9F: 3 clusters Score -1362622 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1363017.250000 Penalty: 3069.681885
	Iteration 10Q: 3 clusters Score -1363017 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1363254.625000 Penalty: 3069.681885
	Iteration 11Q: 3 clusters Score -1363255 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1363434.875000 Penalty: 3069.681885
	Iteration 12Q: 3 clusters Score -1363435 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1363532.500000 Penalty: 3069.681885
	Iteration 13Q: 3 clusters Score -1363532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1363591.000000 Penalty: 3069.681885
	Iteration 14Q: 3 clusters Score -1363591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1363633.000000 Penalty: 3069.681885
	Iteration 15Q: 3 clusters Score -1363633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1363660.500000 Penalty: 3069.681885
	Iteration 16Q: 3 clusters Score -1363660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1363680.750000 Penalty: 3069.681885
	Iteration 17Q: 3 clusters Score -1363681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1363697.625000 Penalty: 3069.681885
	Iteration 18Q: 3 clusters Score -1363698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1363707.125000 Penalty: 3069.681885
	Iteration 19Q: 3 clusters Score -1363707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1363710.250000 Penalty: 3069.681885
	Iteration 20F: 3 clusters Score -1363710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1363714.500000 Penalty: 3069.681885
	Iteration 21Q: 3 clusters Score -1363714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1363718.250000 Penalty: 3069.681885
	Iteration 22Q: 3 clusters Score -1363718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1363722.375000 Penalty: 3069.681885
	Iteration 23Q: 3 clusters Score -1363722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1363725.625000 Penalty: 3069.681885
	Iteration 24Q: 3 clusters Score -1363726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1363727.000000 Penalty: 3069.681885
	Iteration 25Q: 3 clusters Score -1363727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1363728.375000 Penalty: 3069.681885
	Iteration 26Q: 3 clusters Score -1363728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1363728.375000 Penalty: 3069.681885
	Iteration 27F: 3 clusters Score -1363728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Entering Unmasked Estep 
Score: -1079669.250000 Penalty: 1495.440552
	Iteration 0F: 2 clusters Score -1079669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1072475.125000 Penalty: 2990.881104
	Iteration 0F: 3 clusters Score -1072475 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1075016.125000 Penalty: 2990.881104
	Iteration 1F: 3 clusters Score -1075016 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1075406.500000 Penalty: 2990.881104
	Iteration 2F: 3 clusters Score -1075406 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1075724.375000 Penalty: 2990.881104
	Iteration 3F: 3 clusters Score -1075724 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1076032.500000 Penalty: 2990.881104
	Iteration 4F: 3 clusters Score -1076032 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1076340.750000 Penalty: 2990.881104
	Iteration 5Q: 3 clusters Score -1076341 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1076658.750000 Penalty: 2990.881104
	Iteration 6Q: 3 clusters Score -1076659 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1076963.500000 Penalty: 2990.881104
	Iteration 7Q: 3 clusters Score -1076964 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1077233.125000 Penalty: 2990.881104
	Iteration 8Q: 3 clusters Score -1077233 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1077436.875000 Penalty: 2990.881104
	Iteration 9Q: 3 clusters Score -1077437 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1077570.125000 Penalty: 2990.881104
	Iteration 10Q: 3 clusters Score -1077570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1077659.125000 Penalty: 2990.881104
	Iteration 11Q: 3 clusters Score -1077659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1077704.875000 Penalty: 2990.881104
	Iteration 12Q: 3 clusters Score -1077705 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1077741.250000 Penalty: 2990.881104
	Iteration 13Q: 3 clusters Score -1077741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1077757.750000 Penalty: 2990.881104
	Iteration 14Q: 3 clusters Score -1077758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1077769.000000 Penalty: 2990.881104
	Iteration 15Q: 3 clusters Score -1077769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1077783.375000 Penalty: 2990.881104
	Iteration 16Q: 3 clusters Score -1077783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1077788.500000 Penalty: 2990.881104
	Iteration 17Q: 3 clusters Score -1077788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1077798.125000 Penalty: 2990.881104
	Iteration 18Q: 3 clusters Score -1077798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1077806.250000 Penalty: 2990.881104
	Iteration 19Q: 3 clusters Score -1077806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1077813.125000 Penalty: 2990.881104
	Iteration 20F: 3 clusters Score -1077813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1077814.250000 Penalty: 2990.881104
	Iteration 21Q: 3 clusters Score -1077814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1077821.125000 Penalty: 2990.881104
	Iteration 22Q: 3 clusters Score -1077821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1077823.750000 Penalty: 2990.881104
	Iteration 23Q: 3 clusters Score -1077824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1077824.625000 Penalty: 2990.881104
	Iteration 24Q: 3 clusters Score -1077825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1077826.750000 Penalty: 2990.881104
	Iteration 25Q: 3 clusters Score -1077827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1077829.500000 Penalty: 2990.881104
	Iteration 26Q: 3 clusters Score -1077830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1077830.000000 Penalty: 2990.881104
	Iteration 27Q: 3 clusters Score -1077830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1077829.500000 Penalty: 2990.881104
	Iteration 28Q: 3 clusters Score -1077830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1077831.250000 Penalty: 2990.881104
	Iteration 29Q: 3 clusters Score -1077831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1077831.625000 Penalty: 2990.881104
	Iteration 30Q: 3 clusters Score -1077832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1077831.375000 Penalty: 2990.881104
	Iteration 31Q: 3 clusters Score -1077831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1077834.500000 Penalty: 2990.881104
	Iteration 32Q: 3 clusters Score -1077834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1077835.875000 Penalty: 2990.881104
	Iteration 33Q: 3 clusters Score -1077836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1077835.875000 Penalty: 2990.881104
	Iteration 34Q: 3 clusters Score -1077836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1077837.500000 Penalty: 2990.881104
	Iteration 35Q: 3 clusters Score -1077838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1077836.500000 Penalty: 2990.881104
	Iteration 36Q: 3 clusters Score -1077836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1077836.500000 Penalty: 2990.881104
	Iteration 37F: 3 clusters Score -1077836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -144207.984375 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -144208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142420.953125 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -142421 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142741.812500 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -142741.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142827.828125 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -142827.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -142883.078125 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -142883.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142926.921875 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -142926.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -142956.031250 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -142956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142969.531250 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -142969.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142981.500000 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -142981.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142996.593750 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -142996.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143012.484375 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -143012.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143030.203125 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -143030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143045.515625 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -143045.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143058.453125 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -143058.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143071.671875 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -143071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -143079.468750 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -143079.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143090.312500 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -143090.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143098.875000 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -143098.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143109.859375 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -143109.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143121.421875 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -143121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143133.390625 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -143133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143142.343750 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -143142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143148.562500 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -143148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -143154.937500 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -143154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -143160.703125 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -143160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -143168.203125 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -143168.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143176.765625 Penalty: 2377.446045
	Iteration 25Q: 3 clusters Score -143176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -143186.171875 Penalty: 2377.446045
	Iteration 26Q: 3 clusters Score -143186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -143192.531250 Penalty: 2377.446045
	Iteration 27Q: 3 clusters Score -143192.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143197.281250 Penalty: 2377.446045
	Iteration 28Q: 3 clusters Score -143197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143201.718750 Penalty: 2377.446045
	Iteration 29Q: 3 clusters Score -143201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143203.421875 Penalty: 2377.446045
	Iteration 30Q: 3 clusters Score -143203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143205.468750 Penalty: 2377.446045
	Iteration 31Q: 3 clusters Score -143205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143206.937500 Penalty: 2377.446045
	Iteration 32Q: 3 clusters Score -143206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -143208.562500 Penalty: 2377.446045
	Iteration 33Q: 3 clusters Score -143208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143210.359375 Penalty: 2377.446045
	Iteration 34Q: 3 clusters Score -143210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143212.671875 Penalty: 2377.446045
	Iteration 35Q: 3 clusters Score -143212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143214.734375 Penalty: 2377.446045
	Iteration 36Q: 3 clusters Score -143214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143217.546875 Penalty: 2377.446045
	Iteration 37Q: 3 clusters Score -143217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143222.343750 Penalty: 2377.446045
	Iteration 38Q: 3 clusters Score -143222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -143226.296875 Penalty: 2377.446045
	Iteration 39Q: 3 clusters Score -143226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143233.218750 Penalty: 2377.446045
	Iteration 40F: 3 clusters Score -143233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -143238.406250 Penalty: 2377.446045
	Iteration 41Q: 3 clusters Score -143238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143241.546875 Penalty: 2377.446045
	Iteration 42Q: 3 clusters Score -143241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -143246.796875 Penalty: 2377.446045
	Iteration 43Q: 3 clusters Score -143246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -143250.656250 Penalty: 2377.446045
	Iteration 44Q: 3 clusters Score -143250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143258.343750 Penalty: 2377.446045
	Iteration 45Q: 3 clusters Score -143258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143262.218750 Penalty: 2377.446045
	Iteration 46Q: 3 clusters Score -143262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143267.671875 Penalty: 2377.446045
	Iteration 47Q: 3 clusters Score -143267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143270.156250 Penalty: 2377.446045
	Iteration 48Q: 3 clusters Score -143270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143270.578125 Penalty: 2377.446045
	Iteration 49Q: 3 clusters Score -143270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143271.250000 Penalty: 2377.446045
	Iteration 50Q: 3 clusters Score -143271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143273.312500 Penalty: 2377.446045
	Iteration 51Q: 3 clusters Score -143273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143274.796875 Penalty: 2377.446045
	Iteration 52Q: 3 clusters Score -143274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -143280.296875 Penalty: 2377.446045
	Iteration 53Q: 3 clusters Score -143280.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -143282.906250 Penalty: 2377.446045
	Iteration 54Q: 3 clusters Score -143282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -143282.906250 Penalty: 2377.446045
	Iteration 55F: 3 clusters Score -143282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -250027.046875 Penalty: 1259.474854
	Iteration 0F: 2 clusters Score -250027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -247711.500000 Penalty: 2518.949707
	Iteration 0F: 3 clusters Score -247711.5 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -248188.937500 Penalty: 2518.949707
	Iteration 1F: 3 clusters Score -248188.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -248300.453125 Penalty: 2518.949707
	Iteration 2F: 3 clusters Score -248300.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -248365.515625 Penalty: 2518.949707
	Iteration 3Q: 3 clusters Score -248365.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -248403.890625 Penalty: 2518.949707
	Iteration 4Q: 3 clusters Score -248403.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -248447.546875 Penalty: 2518.949707
	Iteration 5Q: 3 clusters Score -248447.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248481.625000 Penalty: 2518.949707
	Iteration 6Q: 3 clusters Score -248481.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -248505.000000 Penalty: 2518.949707
	Iteration 7Q: 3 clusters Score -248505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -248520.781250 Penalty: 2518.949707
	Iteration 8Q: 3 clusters Score -248520.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -248539.781250 Penalty: 2518.949707
	Iteration 9Q: 3 clusters Score -248539.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -248559.750000 Penalty: 2518.949707
	Iteration 10Q: 3 clusters Score -248559.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248572.578125 Penalty: 2518.949707
	Iteration 11Q: 3 clusters Score -248572.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -248588.531250 Penalty: 2518.949707
	Iteration 12Q: 3 clusters Score -248588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -248602.531250 Penalty: 2518.949707
	Iteration 13Q: 3 clusters Score -248602.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -248616.937500 Penalty: 2518.949707
	Iteration 14Q: 3 clusters Score -248616.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -248628.484375 Penalty: 2518.949707
	Iteration 15Q: 3 clusters Score -248628.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -248639.171875 Penalty: 2518.949707
	Iteration 16Q: 3 clusters Score -248639.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -248647.046875 Penalty: 2518.949707
	Iteration 17Q: 3 clusters Score -248647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -248655.093750 Penalty: 2518.949707
	Iteration 18Q: 3 clusters Score -248655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -248660.703125 Penalty: 2518.949707
	Iteration 19Q: 3 clusters Score -248660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -248664.453125 Penalty: 2518.949707
	Iteration 20F: 3 clusters Score -248664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -248668.265625 Penalty: 2518.949707
	Iteration 21Q: 3 clusters Score -248668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -248672.421875 Penalty: 2518.949707
	Iteration 22Q: 3 clusters Score -248672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -248675.375000 Penalty: 2518.949707
	Iteration 23Q: 3 clusters Score -248675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -248676.718750 Penalty: 2518.949707
	Iteration 24Q: 3 clusters Score -248676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -248678.625000 Penalty: 2518.949707
	Iteration 25Q: 3 clusters Score -248678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -248680.765625 Penalty: 2518.949707
	Iteration 26Q: 3 clusters Score -248680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -248685.171875 Penalty: 2518.949707
	Iteration 27Q: 3 clusters Score -248685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -248691.906250 Penalty: 2518.949707
	Iteration 28Q: 3 clusters Score -248691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -248696.734375 Penalty: 2518.949707
	Iteration 29Q: 3 clusters Score -248696.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -248701.140625 Penalty: 2518.949707
	Iteration 30Q: 3 clusters Score -248701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -248705.031250 Penalty: 2518.949707
	Iteration 31Q: 3 clusters Score -248705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -248709.750000 Penalty: 2518.949707
	Iteration 32Q: 3 clusters Score -248709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -248713.937500 Penalty: 2518.949707
	Iteration 33Q: 3 clusters Score -248713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -248717.093750 Penalty: 2518.949707
	Iteration 34Q: 3 clusters Score -248717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -248719.796875 Penalty: 2518.949707
	Iteration 35Q: 3 clusters Score -248719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -248721.515625 Penalty: 2518.949707
	Iteration 36Q: 3 clusters Score -248721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -248724.203125 Penalty: 2518.949707
	Iteration 37Q: 3 clusters Score -248724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -248724.703125 Penalty: 2518.949707
	Iteration 38Q: 3 clusters Score -248724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -248724.703125 Penalty: 2518.949707
	Iteration 39F: 3 clusters Score -248724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (105007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Entering Unmasked Estep 
Score: -11249814.000000 Penalty: 1878.789551
	Iteration 0F: 2 clusters Score -1.124981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -11179691.000000 Penalty: 3757.579102
	Iteration 0F: 3 clusters Score -1.117969e+07 nChanged 50484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -11208932.000000 Penalty: 3757.579102
	Iteration 1F: 3 clusters Score -1.120893e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -11209763.000000 Penalty: 3757.579102
	Iteration 2Q: 3 clusters Score -1.120976e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -11210640.000000 Penalty: 3757.579102
	Iteration 3Q: 3 clusters Score -1.121064e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -11212028.000000 Penalty: 3757.579102
	Iteration 4Q: 3 clusters Score -1.121203e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -11214362.000000 Penalty: 3757.579102
	Iteration 5Q: 3 clusters Score -1.121436e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -11218266.000000 Penalty: 3757.579102
	Iteration 6F: 3 clusters Score -1.121827e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -11224754.000000 Penalty: 3757.579102
	Iteration 7F: 3 clusters Score -1.122475e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -11233279.000000 Penalty: 3757.579102
	Iteration 8F: 3 clusters Score -1.123328e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -11241061.000000 Penalty: 3757.579102
	Iteration 9F: 3 clusters Score -1.124106e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -11245359.000000 Penalty: 3757.579102
	Iteration 10Q: 3 clusters Score -1.124536e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 103624 members 
Entering Unmasked Estep 
Score: -11247181.000000 Penalty: 3757.579102
	Iteration 11Q: 3 clusters Score -1.124718e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -11247877.000000 Penalty: 3757.579102
	Iteration 12Q: 3 clusters Score -1.124788e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -11248143.000000 Penalty: 3757.579102
	Iteration 13Q: 3 clusters Score -1.124814e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -11248254.000000 Penalty: 3757.579102
	Iteration 14Q: 3 clusters Score -1.124825e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -11248304.000000 Penalty: 3757.579102
	Iteration 15Q: 3 clusters Score -1.12483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -11248314.000000 Penalty: 3757.579102
	Iteration 16Q: 3 clusters Score -1.124831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -11248351.000000 Penalty: 3757.579102
	Iteration 17Q: 3 clusters Score -1.124835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -11248369.000000 Penalty: 3757.579102
	Iteration 18Q: 3 clusters Score -1.124837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -11248362.000000 Penalty: 3757.579102
	Iteration 19Q: 3 clusters Score -1.124836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -11248370.000000 Penalty: 3757.579102
	Iteration 20F: 3 clusters Score -1.124837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -11248382.000000 Penalty: 3757.579102
	Iteration 21Q: 3 clusters Score -1.124838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -11248380.000000 Penalty: 3757.579102
	Iteration 22Q: 3 clusters Score -1.124838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -11248379.000000 Penalty: 3757.579102
	Iteration 23Q: 3 clusters Score -1.124838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -11248379.000000 Penalty: 3757.579102
	Iteration 24F: 3 clusters Score -1.124838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (111260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Entering Unmasked Estep 
Score: -12053529.000000 Penalty: 1888.189087
	Iteration 0F: 2 clusters Score -1.205353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -11979541.000000 Penalty: 3776.378174
	Iteration 0F: 3 clusters Score -1.197954e+07 nChanged 53481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -12011283.000000 Penalty: 3776.378174
	Iteration 1F: 3 clusters Score -1.201128e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -12012535.000000 Penalty: 3776.378174
	Iteration 2Q: 3 clusters Score -1.201254e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -12014453.000000 Penalty: 3776.378174
	Iteration 3Q: 3 clusters Score -1.201445e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -12017848.000000 Penalty: 3776.378174
	Iteration 4F: 3 clusters Score -1.201785e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -12023211.000000 Penalty: 3776.378174
	Iteration 5F: 3 clusters Score -1.202321e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -12030471.000000 Penalty: 3776.378174
	Iteration 6F: 3 clusters Score -1.203047e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -12038338.000000 Penalty: 3776.378174
	Iteration 7F: 3 clusters Score -1.203834e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -12044287.000000 Penalty: 3776.378174
	Iteration 8F: 3 clusters Score -1.204429e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103734 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -12047900.000000 Penalty: 3776.378174
	Iteration 9Q: 3 clusters Score -1.20479e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -12049698.000000 Penalty: 3776.378174
	Iteration 10Q: 3 clusters Score -1.20497e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -12050703.000000 Penalty: 3776.378174
	Iteration 11Q: 3 clusters Score -1.20507e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -12051317.000000 Penalty: 3776.378174
	Iteration 12Q: 3 clusters Score -1.205132e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -12051598.000000 Penalty: 3776.378174
	Iteration 13Q: 3 clusters Score -1.20516e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -12051865.000000 Penalty: 3776.378174
	Iteration 14Q: 3 clusters Score -1.205186e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12051949.000000 Penalty: 3776.378174
	Iteration 15Q: 3 clusters Score -1.205195e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109921 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12052040.000000 Penalty: 3776.378174
	Iteration 16Q: 3 clusters Score -1.205204e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12052102.000000 Penalty: 3776.378174
	Iteration 17Q: 3 clusters Score -1.20521e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12052132.000000 Penalty: 3776.378174
	Iteration 18Q: 3 clusters Score -1.205213e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12052185.000000 Penalty: 3776.378174
	Iteration 19Q: 3 clusters Score -1.205218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110309 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12052200.000000 Penalty: 3776.378174
	Iteration 20F: 3 clusters Score -1.20522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12052199.000000 Penalty: 3776.378174
	Iteration 21Q: 3 clusters Score -1.20522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12052216.000000 Penalty: 3776.378174
	Iteration 22Q: 3 clusters Score -1.205222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12052244.000000 Penalty: 3776.378174
	Iteration 23Q: 3 clusters Score -1.205224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12052251.000000 Penalty: 3776.378174
	Iteration 24Q: 3 clusters Score -1.205225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12052254.000000 Penalty: 3776.378174
	Iteration 25Q: 3 clusters Score -1.205225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12052256.000000 Penalty: 3776.378174
	Iteration 26Q: 3 clusters Score -1.205226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12052271.000000 Penalty: 3776.378174
	Iteration 27Q: 3 clusters Score -1.205227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12052269.000000 Penalty: 3776.378174
	Iteration 28Q: 3 clusters Score -1.205227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12052268.000000 Penalty: 3776.378174
	Iteration 29Q: 3 clusters Score -1.205227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12052272.000000 Penalty: 3776.378174
	Iteration 30Q: 3 clusters Score -1.205227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12052276.000000 Penalty: 3776.378174
	Iteration 31Q: 3 clusters Score -1.205228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12052270.000000 Penalty: 3776.378174
	Iteration 32Q: 3 clusters Score -1.205227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12052270.000000 Penalty: 3776.378174
	Iteration 33Q: 3 clusters Score -1.205227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12052272.000000 Penalty: 3776.378174
	Iteration 34Q: 3 clusters Score -1.205227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12052272.000000 Penalty: 3776.378174
	Iteration 35F: 3 clusters Score -1.205227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Entering Unmasked Estep 
Score: -943162.500000 Penalty: 1484.537842
	Iteration 0F: 2 clusters Score -943162.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -936571.187500 Penalty: 2969.075684
	Iteration 0F: 3 clusters Score -936571.2 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -938794.562500 Penalty: 2969.075684
	Iteration 1F: 3 clusters Score -938794.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -939290.250000 Penalty: 2969.075684
	Iteration 2F: 3 clusters Score -939290.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -939818.562500 Penalty: 2969.075684
	Iteration 3F: 3 clusters Score -939818.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -940347.437500 Penalty: 2969.075684
	Iteration 4F: 3 clusters Score -940347.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -940863.000000 Penalty: 2969.075684
	Iteration 5F: 3 clusters Score -940863 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -941420.062500 Penalty: 2969.075684
	Iteration 6F: 3 clusters Score -941420.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -941987.562500 Penalty: 2969.075684
	Iteration 7F: 3 clusters Score -941987.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -942377.625000 Penalty: 2969.075684
	Iteration 8Q: 3 clusters Score -942377.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -942581.062500 Penalty: 2969.075684
	Iteration 9Q: 3 clusters Score -942581.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -942678.312500 Penalty: 2969.075684
	Iteration 10Q: 3 clusters Score -942678.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -942714.062500 Penalty: 2969.075684
	Iteration 11Q: 3 clusters Score -942714.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -942733.000000 Penalty: 2969.075684
	Iteration 12Q: 3 clusters Score -942733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -942748.875000 Penalty: 2969.075684
	Iteration 13Q: 3 clusters Score -942748.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -942761.312500 Penalty: 2969.075684
	Iteration 14Q: 3 clusters Score -942761.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -942766.375000 Penalty: 2969.075684
	Iteration 15Q: 3 clusters Score -942766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -942773.187500 Penalty: 2969.075684
	Iteration 16Q: 3 clusters Score -942773.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -942780.875000 Penalty: 2969.075684
	Iteration 17Q: 3 clusters Score -942780.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -942784.687500 Penalty: 2969.075684
	Iteration 18Q: 3 clusters Score -942784.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -942787.687500 Penalty: 2969.075684
	Iteration 19Q: 3 clusters Score -942787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -942789.187500 Penalty: 2969.075684
	Iteration 20F: 3 clusters Score -942789.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -942794.187500 Penalty: 2969.075684
	Iteration 21Q: 3 clusters Score -942794.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -942798.312500 Penalty: 2969.075684
	Iteration 22Q: 3 clusters Score -942798.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -942810.312500 Penalty: 2969.075684
	Iteration 23Q: 3 clusters Score -942810.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -942820.500000 Penalty: 2969.075684
	Iteration 24Q: 3 clusters Score -942820.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -942825.812500 Penalty: 2969.075684
	Iteration 25Q: 3 clusters Score -942825.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -942831.687500 Penalty: 2969.075684
	Iteration 26Q: 3 clusters Score -942831.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -942835.062500 Penalty: 2969.075684
	Iteration 27Q: 3 clusters Score -942835.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -942841.750000 Penalty: 2969.075684
	Iteration 28Q: 3 clusters Score -942841.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -942855.000000 Penalty: 2969.075684
	Iteration 29Q: 3 clusters Score -942855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -942864.562500 Penalty: 2969.075684
	Iteration 30Q: 3 clusters Score -942864.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -942871.812500 Penalty: 2969.075684
	Iteration 31Q: 3 clusters Score -942871.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -942885.062500 Penalty: 2969.075684
	Iteration 32Q: 3 clusters Score -942885.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -942893.875000 Penalty: 2969.075684
	Iteration 33Q: 3 clusters Score -942893.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -942904.312500 Penalty: 2969.075684
	Iteration 34Q: 3 clusters Score -942904.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -942919.000000 Penalty: 2969.075684
	Iteration 35Q: 3 clusters Score -942919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -942934.250000 Penalty: 2969.075684
	Iteration 36Q: 3 clusters Score -942934.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -942953.000000 Penalty: 2969.075684
	Iteration 37Q: 3 clusters Score -942953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -942974.062500 Penalty: 2969.075684
	Iteration 38Q: 3 clusters Score -942974.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -942992.312500 Penalty: 2969.075684
	Iteration 39Q: 3 clusters Score -942992.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -943009.062500 Penalty: 2969.075684
	Iteration 40F: 3 clusters Score -943009.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -943039.062500 Penalty: 2969.075684
	Iteration 41Q: 3 clusters Score -943039.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -943110.625000 Penalty: 2969.075684
	Iteration 42Q: 3 clusters Score -943110.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -943243.375000 Penalty: 2969.075684
	Iteration 43Q: 3 clusters Score -943243.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -943358.250000 Penalty: 2969.075684
	Iteration 44Q: 3 clusters Score -943358.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -943398.250000 Penalty: 2969.075684
	Iteration 45Q: 3 clusters Score -943398.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -943404.187500 Penalty: 2969.075684
	Iteration 46Q: 3 clusters Score -943404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -943408.812500 Penalty: 2969.075684
	Iteration 47Q: 3 clusters Score -943408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -943409.312500 Penalty: 2969.075684
	Iteration 48Q: 3 clusters Score -943409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -943409.812500 Penalty: 2969.075684
	Iteration 49Q: 3 clusters Score -943409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -943410.062500 Penalty: 2969.075684
	Iteration 50Q: 3 clusters Score -943410.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -943410.062500 Penalty: 2969.075684
	Iteration 51F: 3 clusters Score -943410.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111260 members 
Mstep: Class 24 contains 8123 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 1157 members 
Entering Unmasked Estep 
Score: -101031088.000000 Penalty: 89626.648438
Splitting cluster 24 changes total score from -101031536.000000 to -101031088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -47819.437500 Penalty: 1029.734253
	Iteration 0F: 2 clusters Score -47819.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46716.648438 Penalty: 2059.468506
	Iteration 0F: 3 clusters Score -46716.65 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46970.496094 Penalty: 2059.468506
	Iteration 1F: 3 clusters Score -46970.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47090.382812 Penalty: 2059.468506
	Iteration 2F: 3 clusters Score -47090.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47152.171875 Penalty: 2059.468506
	Iteration 3F: 3 clusters Score -47152.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47177.933594 Penalty: 2059.468506
	Iteration 4Q: 3 clusters Score -47177.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47200.378906 Penalty: 2059.468506
	Iteration 5Q: 3 clusters Score -47200.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47210.253906 Penalty: 2059.468506
	Iteration 6Q: 3 clusters Score -47210.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47216.757812 Penalty: 2059.468506
	Iteration 7Q: 3 clusters Score -47216.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47224.140625 Penalty: 2059.468506
	Iteration 8Q: 3 clusters Score -47224.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47230.589844 Penalty: 2059.468506
	Iteration 9Q: 3 clusters Score -47230.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47233.863281 Penalty: 2059.468506
	Iteration 10Q: 3 clusters Score -47233.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47236.148438 Penalty: 2059.468506
	Iteration 11Q: 3 clusters Score -47236.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47241.589844 Penalty: 2059.468506
	Iteration 12Q: 3 clusters Score -47241.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47241.589844 Penalty: 2059.468506
	Iteration 13F: 3 clusters Score -47241.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -186387.234375 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -186387.2 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 885 members 
Entering Unmasked Estep 
Score: -184421.359375 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -184421.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -184857.156250 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -184857.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -184950.156250 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -184950.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185018.640625 Penalty: 2430.955811
	Iteration 3Q: 3 clusters Score -185018.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -185060.671875 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -185060.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -185078.046875 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -185078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -185093.093750 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -185093.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -185107.796875 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -185107.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185116.562500 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -185116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185121.890625 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -185121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -185125.515625 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -185125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185127.593750 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -185127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185128.765625 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -185128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185129.562500 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -185129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -185129.937500 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -185129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -185131.000000 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -185131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -185131.546875 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -185131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -185132.671875 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -185132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -185133.859375 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -185133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185133.781250 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -185133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185134.500000 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -185134.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Entering Unmasked Estep 
Score: -2722844.000000 Penalty: 1650.532227
	Iteration 0F: 2 clusters Score -2722844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2705373.250000 Penalty: 3301.064453
	Iteration 0F: 3 clusters Score -2705373 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2711735.250000 Penalty: 3301.064453
	Iteration 1F: 3 clusters Score -2711735 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2712121.000000 Penalty: 3301.064453
	Iteration 2Q: 3 clusters Score -2712121 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2712414.250000 Penalty: 3301.064453
	Iteration 3Q: 3 clusters Score -2712414 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2712714.500000 Penalty: 3301.064453
	Iteration 4Q: 3 clusters Score -2712714 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2713077.250000 Penalty: 3301.064453
	Iteration 5Q: 3 clusters Score -2713077 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2713478.500000 Penalty: 3301.064453
	Iteration 6Q: 3 clusters Score -2713478 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2713953.000000 Penalty: 3301.064453
	Iteration 7Q: 3 clusters Score -2713953 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2714494.000000 Penalty: 3301.064453
	Iteration 8Q: 3 clusters Score -2714494 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2715144.750000 Penalty: 3301.064453
	Iteration 9Q: 3 clusters Score -2715145 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2715876.500000 Penalty: 3301.064453
	Iteration 10Q: 3 clusters Score -2715876 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2716663.000000 Penalty: 3301.064453
	Iteration 11Q: 3 clusters Score -2716663 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2717420.250000 Penalty: 3301.064453
	Iteration 12Q: 3 clusters Score -2717420 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2718193.250000 Penalty: 3301.064453
	Iteration 13Q: 3 clusters Score -2718193 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2718851.250000 Penalty: 3301.064453
	Iteration 14Q: 3 clusters Score -2718851 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2719485.000000 Penalty: 3301.064453
	Iteration 15Q: 3 clusters Score -2719485 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2719969.750000 Penalty: 3301.064453
	Iteration 16Q: 3 clusters Score -2719970 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2720337.750000 Penalty: 3301.064453
	Iteration 17Q: 3 clusters Score -2720338 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2720586.500000 Penalty: 3301.064453
	Iteration 18Q: 3 clusters Score -2720586 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2720810.000000 Penalty: 3301.064453
	Iteration 19Q: 3 clusters Score -2720810 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2720962.750000 Penalty: 3301.064453
	Iteration 20F: 3 clusters Score -2720963 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2721085.500000 Penalty: 3301.064453
	Iteration 21Q: 3 clusters Score -2721086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2721178.250000 Penalty: 3301.064453
	Iteration 22Q: 3 clusters Score -2721178 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -2721233.250000 Penalty: 3301.064453
	Iteration 23Q: 3 clusters Score -2721233 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2721278.250000 Penalty: 3301.064453
	Iteration 24Q: 3 clusters Score -2721278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2721306.750000 Penalty: 3301.064453
	Iteration 25Q: 3 clusters Score -2721307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -2721330.500000 Penalty: 3301.064453
	Iteration 26Q: 3 clusters Score -2721330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2721356.250000 Penalty: 3301.064453
	Iteration 27Q: 3 clusters Score -2721356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2721375.000000 Penalty: 3301.064453
	Iteration 28Q: 3 clusters Score -2721375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2721385.000000 Penalty: 3301.064453
	Iteration 29Q: 3 clusters Score -2721385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2721396.750000 Penalty: 3301.064453
	Iteration 30Q: 3 clusters Score -2721397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2721404.500000 Penalty: 3301.064453
	Iteration 31Q: 3 clusters Score -2721404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2721418.500000 Penalty: 3301.064453
	Iteration 32Q: 3 clusters Score -2721418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2721427.250000 Penalty: 3301.064453
	Iteration 33Q: 3 clusters Score -2721427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2721434.000000 Penalty: 3301.064453
	Iteration 34Q: 3 clusters Score -2721434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2721441.000000 Penalty: 3301.064453
	Iteration 35Q: 3 clusters Score -2721441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2721450.750000 Penalty: 3301.064453
	Iteration 36Q: 3 clusters Score -2721451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2721466.250000 Penalty: 3301.064453
	Iteration 37Q: 3 clusters Score -2721466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2721471.250000 Penalty: 3301.064453
	Iteration 38Q: 3 clusters Score -2721471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2721478.500000 Penalty: 3301.064453
	Iteration 39Q: 3 clusters Score -2721478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2721476.500000 Penalty: 3301.064453
	Iteration 40F: 3 clusters Score -2721476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2721481.250000 Penalty: 3301.064453
	Iteration 41Q: 3 clusters Score -2721481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2721482.750000 Penalty: 3301.064453
	Iteration 42Q: 3 clusters Score -2721483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2721491.500000 Penalty: 3301.064453
	Iteration 43Q: 3 clusters Score -2721492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2721491.500000 Penalty: 3301.064453
	Iteration 44Q: 3 clusters Score -2721492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2721492.750000 Penalty: 3301.064453
	Iteration 45Q: 3 clusters Score -2721493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2721492.750000 Penalty: 3301.064453
	Iteration 46F: 3 clusters Score -2721493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Entering Unmasked Estep 
Score: -731064.625000 Penalty: 1441.938599
	Iteration 0F: 2 clusters Score -731064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -725777.687500 Penalty: 2883.877197
	Iteration 0F: 3 clusters Score -725777.7 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -727617.125000 Penalty: 2883.877197
	Iteration 1F: 3 clusters Score -727617.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -728118.062500 Penalty: 2883.877197
	Iteration 2F: 3 clusters Score -728118.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -728532.312500 Penalty: 2883.877197
	Iteration 3F: 3 clusters Score -728532.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -728953.625000 Penalty: 2883.877197
	Iteration 4F: 3 clusters Score -728953.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -729333.375000 Penalty: 2883.877197
	Iteration 5F: 3 clusters Score -729333.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -729600.125000 Penalty: 2883.877197
	Iteration 6F: 3 clusters Score -729600.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -729791.625000 Penalty: 2883.877197
	Iteration 7Q: 3 clusters Score -729791.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -729941.750000 Penalty: 2883.877197
	Iteration 8Q: 3 clusters Score -729941.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -730047.125000 Penalty: 2883.877197
	Iteration 9Q: 3 clusters Score -730047.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -730130.187500 Penalty: 2883.877197
	Iteration 10Q: 3 clusters Score -730130.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -730185.312500 Penalty: 2883.877197
	Iteration 11Q: 3 clusters Score -730185.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -730236.187500 Penalty: 2883.877197
	Iteration 12Q: 3 clusters Score -730236.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -730276.312500 Penalty: 2883.877197
	Iteration 13Q: 3 clusters Score -730276.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -730314.937500 Penalty: 2883.877197
	Iteration 14Q: 3 clusters Score -730314.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -730350.937500 Penalty: 2883.877197
	Iteration 15Q: 3 clusters Score -730350.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -730387.000000 Penalty: 2883.877197
	Iteration 16Q: 3 clusters Score -730387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -730416.937500 Penalty: 2883.877197
	Iteration 17Q: 3 clusters Score -730416.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -730441.500000 Penalty: 2883.877197
	Iteration 18Q: 3 clusters Score -730441.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -730470.500000 Penalty: 2883.877197
	Iteration 19Q: 3 clusters Score -730470.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -730501.562500 Penalty: 2883.877197
	Iteration 20F: 3 clusters Score -730501.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -730532.312500 Penalty: 2883.877197
	Iteration 21Q: 3 clusters Score -730532.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -730556.500000 Penalty: 2883.877197
	Iteration 22Q: 3 clusters Score -730556.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -730579.312500 Penalty: 2883.877197
	Iteration 23Q: 3 clusters Score -730579.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -730598.312500 Penalty: 2883.877197
	Iteration 24Q: 3 clusters Score -730598.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -730611.750000 Penalty: 2883.877197
	Iteration 25Q: 3 clusters Score -730611.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -730627.562500 Penalty: 2883.877197
	Iteration 26Q: 3 clusters Score -730627.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -730638.062500 Penalty: 2883.877197
	Iteration 27Q: 3 clusters Score -730638.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -730646.000000 Penalty: 2883.877197
	Iteration 28Q: 3 clusters Score -730646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -730653.250000 Penalty: 2883.877197
	Iteration 29Q: 3 clusters Score -730653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -730658.000000 Penalty: 2883.877197
	Iteration 30Q: 3 clusters Score -730658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -730662.625000 Penalty: 2883.877197
	Iteration 31Q: 3 clusters Score -730662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -730661.875000 Penalty: 2883.877197
	Iteration 32Q: 3 clusters Score -730661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -730661.875000 Penalty: 2883.877197
	Iteration 33F: 3 clusters Score -730661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Entering Unmasked Estep 
Score: -1138492.125000 Penalty: 1515.689941
	Iteration 0F: 2 clusters Score -1138492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1130498.250000 Penalty: 3031.379883
	Iteration 0F: 3 clusters Score -1130498 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1133356.500000 Penalty: 3031.379883
	Iteration 1F: 3 clusters Score -1133356 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1133991.750000 Penalty: 3031.379883
	Iteration 2F: 3 clusters Score -1133992 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1134847.250000 Penalty: 3031.379883
	Iteration 3F: 3 clusters Score -1134847 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1135957.750000 Penalty: 3031.379883
	Iteration 4F: 3 clusters Score -1135958 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1136902.000000 Penalty: 3031.379883
	Iteration 5F: 3 clusters Score -1136902 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1137491.875000 Penalty: 3031.379883
	Iteration 6F: 3 clusters Score -1137492 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1137735.875000 Penalty: 3031.379883
	Iteration 7Q: 3 clusters Score -1137736 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1137825.750000 Penalty: 3031.379883
	Iteration 8Q: 3 clusters Score -1137826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1137863.375000 Penalty: 3031.379883
	Iteration 9Q: 3 clusters Score -1137863 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1137878.750000 Penalty: 3031.379883
	Iteration 10Q: 3 clusters Score -1137879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1137891.500000 Penalty: 3031.379883
	Iteration 11Q: 3 clusters Score -1137892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1137893.500000 Penalty: 3031.379883
	Iteration 12Q: 3 clusters Score -1137894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1137896.250000 Penalty: 3031.379883
	Iteration 13Q: 3 clusters Score -1137896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1137896.125000 Penalty: 3031.379883
	Iteration 14Q: 3 clusters Score -1137896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1137900.250000 Penalty: 3031.379883
	Iteration 15Q: 3 clusters Score -1137900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1137901.375000 Penalty: 3031.379883
	Iteration 16Q: 3 clusters Score -1137901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1137900.500000 Penalty: 3031.379883
	Iteration 17Q: 3 clusters Score -1137900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1137901.000000 Penalty: 3031.379883
	Iteration 18Q: 3 clusters Score -1137901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1137901.000000 Penalty: 3031.379883
	Iteration 19F: 3 clusters Score -1137901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Entering Unmasked Estep 
Score: -1952323.625000 Penalty: 1591.435547
	Iteration 0F: 2 clusters Score -1952324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1940024.000000 Penalty: 3182.871094
	Iteration 0F: 3 clusters Score -1940024 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1944480.125000 Penalty: 3182.871094
	Iteration 1F: 3 clusters Score -1944480 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1944763.375000 Penalty: 3182.871094
	Iteration 2Q: 3 clusters Score -1944763 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1945043.875000 Penalty: 3182.871094
	Iteration 3Q: 3 clusters Score -1945044 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1945296.000000 Penalty: 3182.871094
	Iteration 4Q: 3 clusters Score -1945296 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1945553.500000 Penalty: 3182.871094
	Iteration 5Q: 3 clusters Score -1945554 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1945877.750000 Penalty: 3182.871094
	Iteration 6Q: 3 clusters Score -1945878 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1946314.500000 Penalty: 3182.871094
	Iteration 7Q: 3 clusters Score -1946314 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1946857.500000 Penalty: 3182.871094
	Iteration 8Q: 3 clusters Score -1946858 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1947493.625000 Penalty: 3182.871094
	Iteration 9F: 3 clusters Score -1947494 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1948178.250000 Penalty: 3182.871094
	Iteration 10F: 3 clusters Score -1948178 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1948742.375000 Penalty: 3182.871094
	Iteration 11F: 3 clusters Score -1948742 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1949100.000000 Penalty: 3182.871094
	Iteration 12Q: 3 clusters Score -1949100 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1949264.625000 Penalty: 3182.871094
	Iteration 13Q: 3 clusters Score -1949265 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1949361.000000 Penalty: 3182.871094
	Iteration 14Q: 3 clusters Score -1949361 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1949427.500000 Penalty: 3182.871094
	Iteration 15Q: 3 clusters Score -1949428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1949477.000000 Penalty: 3182.871094
	Iteration 16Q: 3 clusters Score -1949477 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1949532.125000 Penalty: 3182.871094
	Iteration 17Q: 3 clusters Score -1949532 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1949596.250000 Penalty: 3182.871094
	Iteration 18Q: 3 clusters Score -1949596 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1949657.625000 Penalty: 3182.871094
	Iteration 19Q: 3 clusters Score -1949658 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1949749.250000 Penalty: 3182.871094
	Iteration 20F: 3 clusters Score -1949749 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1949846.625000 Penalty: 3182.871094
	Iteration 21Q: 3 clusters Score -1949847 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1949957.375000 Penalty: 3182.871094
	Iteration 22Q: 3 clusters Score -1949957 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1950068.125000 Penalty: 3182.871094
	Iteration 23Q: 3 clusters Score -1950068 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1950191.000000 Penalty: 3182.871094
	Iteration 24Q: 3 clusters Score -1950191 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1950312.750000 Penalty: 3182.871094
	Iteration 25Q: 3 clusters Score -1950313 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1950425.750000 Penalty: 3182.871094
	Iteration 26Q: 3 clusters Score -1950426 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1950525.750000 Penalty: 3182.871094
	Iteration 27Q: 3 clusters Score -1950526 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1950589.750000 Penalty: 3182.871094
	Iteration 28Q: 3 clusters Score -1950590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1950642.875000 Penalty: 3182.871094
	Iteration 29Q: 3 clusters Score -1950643 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1950696.125000 Penalty: 3182.871094
	Iteration 30Q: 3 clusters Score -1950696 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1950726.875000 Penalty: 3182.871094
	Iteration 31Q: 3 clusters Score -1950727 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1950743.875000 Penalty: 3182.871094
	Iteration 32Q: 3 clusters Score -1950744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1950760.250000 Penalty: 3182.871094
	Iteration 33Q: 3 clusters Score -1950760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1950776.625000 Penalty: 3182.871094
	Iteration 34Q: 3 clusters Score -1950777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1950781.125000 Penalty: 3182.871094
	Iteration 35Q: 3 clusters Score -1950781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1950785.125000 Penalty: 3182.871094
	Iteration 36Q: 3 clusters Score -1950785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1950794.250000 Penalty: 3182.871094
	Iteration 37Q: 3 clusters Score -1950794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1950797.875000 Penalty: 3182.871094
	Iteration 38Q: 3 clusters Score -1950798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1950804.250000 Penalty: 3182.871094
	Iteration 39Q: 3 clusters Score -1950804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1950802.500000 Penalty: 3182.871094
	Iteration 40F: 3 clusters Score -1950802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1950803.375000 Penalty: 3182.871094
	Iteration 41Q: 3 clusters Score -1950803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1950804.500000 Penalty: 3182.871094
	Iteration 42Q: 3 clusters Score -1950804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1950806.250000 Penalty: 3182.871094
	Iteration 43Q: 3 clusters Score -1950806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1950810.500000 Penalty: 3182.871094
	Iteration 44Q: 3 clusters Score -1950810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1950812.000000 Penalty: 3182.871094
	Iteration 45Q: 3 clusters Score -1950812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1950813.875000 Penalty: 3182.871094
	Iteration 46Q: 3 clusters Score -1950814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1950817.375000 Penalty: 3182.871094
	Iteration 47Q: 3 clusters Score -1950817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1950824.000000 Penalty: 3182.871094
	Iteration 48Q: 3 clusters Score -1950824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1950822.125000 Penalty: 3182.871094
	Iteration 49Q: 3 clusters Score -1950822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1950819.500000 Penalty: 3182.871094
	Iteration 50Q: 3 clusters Score -1950820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1950822.625000 Penalty: 3182.871094
	Iteration 51Q: 3 clusters Score -1950823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1950825.625000 Penalty: 3182.871094
	Iteration 52Q: 3 clusters Score -1950826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1950820.625000 Penalty: 3182.871094
	Iteration 53Q: 3 clusters Score -1950821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1950832.125000 Penalty: 3182.871094
	Iteration 54Q: 3 clusters Score -1950832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1950833.375000 Penalty: 3182.871094
	Iteration 55Q: 3 clusters Score -1950833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1950839.500000 Penalty: 3182.871094
	Iteration 56Q: 3 clusters Score -1950840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1950843.625000 Penalty: 3182.871094
	Iteration 57Q: 3 clusters Score -1950844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1950846.000000 Penalty: 3182.871094
	Iteration 58Q: 3 clusters Score -1950846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1950846.375000 Penalty: 3182.871094
	Iteration 59Q: 3 clusters Score -1950846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1950849.625000 Penalty: 3182.871094
	Iteration 60F: 3 clusters Score -1950850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1950847.500000 Penalty: 3182.871094
	Iteration 61Q: 3 clusters Score -1950848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1950851.375000 Penalty: 3182.871094
	Iteration 62Q: 3 clusters Score -1950851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1950850.000000 Penalty: 3182.871094
	Iteration 63Q: 3 clusters Score -1950850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1950847.875000 Penalty: 3182.871094
	Iteration 64Q: 3 clusters Score -1950848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1950846.500000 Penalty: 3182.871094
	Iteration 65Q: 3 clusters Score -1950846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1950847.625000 Penalty: 3182.871094
	Iteration 66Q: 3 clusters Score -1950848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1950850.750000 Penalty: 3182.871094
	Iteration 67Q: 3 clusters Score -1950851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1950850.625000 Penalty: 3182.871094
	Iteration 68Q: 3 clusters Score -1950851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1950850.500000 Penalty: 3182.871094
	Iteration 69Q: 3 clusters Score -1950850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1950849.625000 Penalty: 3182.871094
	Iteration 70Q: 3 clusters Score -1950850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1950851.875000 Penalty: 3182.871094
	Iteration 71Q: 3 clusters Score -1950852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1950852.625000 Penalty: 3182.871094
	Iteration 72Q: 3 clusters Score -1950853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1950850.750000 Penalty: 3182.871094
	Iteration 73Q: 3 clusters Score -1950851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1950849.500000 Penalty: 3182.871094
	Iteration 74Q: 3 clusters Score -1950850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1950850.750000 Penalty: 3182.871094
	Iteration 75Q: 3 clusters Score -1950851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1950857.000000 Penalty: 3182.871094
	Iteration 76Q: 3 clusters Score -1950857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1950858.375000 Penalty: 3182.871094
	Iteration 77Q: 3 clusters Score -1950858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1950856.375000 Penalty: 3182.871094
	Iteration 78Q: 3 clusters Score -1950856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1950856.375000 Penalty: 3182.871094
	Iteration 79F: 3 clusters Score -1950856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Entering Unmasked Estep 
Score: -920327.687500 Penalty: 1474.404663
	Iteration 0F: 2 clusters Score -920327.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -913961.312500 Penalty: 2948.809326
	Iteration 0F: 3 clusters Score -913961.3 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -915921.187500 Penalty: 2948.809326
	Iteration 1F: 3 clusters Score -915921.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -916137.562500 Penalty: 2948.809326
	Iteration 2F: 3 clusters Score -916137.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -916286.937500 Penalty: 2948.809326
	Iteration 3Q: 3 clusters Score -916286.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -916391.562500 Penalty: 2948.809326
	Iteration 4Q: 3 clusters Score -916391.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -916471.250000 Penalty: 2948.809326
	Iteration 5Q: 3 clusters Score -916471.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -916540.875000 Penalty: 2948.809326
	Iteration 6Q: 3 clusters Score -916540.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -916633.750000 Penalty: 2948.809326
	Iteration 7Q: 3 clusters Score -916633.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -916733.750000 Penalty: 2948.809326
	Iteration 8Q: 3 clusters Score -916733.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -916851.687500 Penalty: 2948.809326
	Iteration 9Q: 3 clusters Score -916851.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -916965.625000 Penalty: 2948.809326
	Iteration 10Q: 3 clusters Score -916965.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -917112.875000 Penalty: 2948.809326
	Iteration 11Q: 3 clusters Score -917112.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -917317.125000 Penalty: 2948.809326
	Iteration 12Q: 3 clusters Score -917317.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -917566.500000 Penalty: 2948.809326
	Iteration 13Q: 3 clusters Score -917566.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -917844.062500 Penalty: 2948.809326
	Iteration 14Q: 3 clusters Score -917844.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -918077.000000 Penalty: 2948.809326
	Iteration 15Q: 3 clusters Score -918077 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -918284.312500 Penalty: 2948.809326
	Iteration 16Q: 3 clusters Score -918284.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -918429.312500 Penalty: 2948.809326
	Iteration 17Q: 3 clusters Score -918429.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -918549.187500 Penalty: 2948.809326
	Iteration 18Q: 3 clusters Score -918549.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -918622.500000 Penalty: 2948.809326
	Iteration 19Q: 3 clusters Score -918622.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -918682.750000 Penalty: 2948.809326
	Iteration 20F: 3 clusters Score -918682.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -918733.125000 Penalty: 2948.809326
	Iteration 21Q: 3 clusters Score -918733.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -918777.875000 Penalty: 2948.809326
	Iteration 22Q: 3 clusters Score -918777.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -918814.750000 Penalty: 2948.809326
	Iteration 23Q: 3 clusters Score -918814.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -918848.437500 Penalty: 2948.809326
	Iteration 24Q: 3 clusters Score -918848.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -918876.250000 Penalty: 2948.809326
	Iteration 25Q: 3 clusters Score -918876.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -918895.250000 Penalty: 2948.809326
	Iteration 26Q: 3 clusters Score -918895.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -918913.062500 Penalty: 2948.809326
	Iteration 27Q: 3 clusters Score -918913.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -918928.687500 Penalty: 2948.809326
	Iteration 28Q: 3 clusters Score -918928.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -918940.687500 Penalty: 2948.809326
	Iteration 29Q: 3 clusters Score -918940.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -918949.250000 Penalty: 2948.809326
	Iteration 30Q: 3 clusters Score -918949.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -918959.812500 Penalty: 2948.809326
	Iteration 31Q: 3 clusters Score -918959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -918961.687500 Penalty: 2948.809326
	Iteration 32Q: 3 clusters Score -918961.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -918967.875000 Penalty: 2948.809326
	Iteration 33Q: 3 clusters Score -918967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -918970.687500 Penalty: 2948.809326
	Iteration 34Q: 3 clusters Score -918970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -918973.250000 Penalty: 2948.809326
	Iteration 35Q: 3 clusters Score -918973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -918974.750000 Penalty: 2948.809326
	Iteration 36Q: 3 clusters Score -918974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -918977.562500 Penalty: 2948.809326
	Iteration 37Q: 3 clusters Score -918977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -918979.812500 Penalty: 2948.809326
	Iteration 38Q: 3 clusters Score -918979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -918981.875000 Penalty: 2948.809326
	Iteration 39Q: 3 clusters Score -918981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -918980.437500 Penalty: 2948.809326
	Iteration 40F: 3 clusters Score -918980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -918981.062500 Penalty: 2948.809326
	Iteration 41Q: 3 clusters Score -918981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -918981.250000 Penalty: 2948.809326
	Iteration 42Q: 3 clusters Score -918981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -918983.187500 Penalty: 2948.809326
	Iteration 43Q: 3 clusters Score -918983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -918983.812500 Penalty: 2948.809326
	Iteration 44Q: 3 clusters Score -918983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -918984.812500 Penalty: 2948.809326
	Iteration 45Q: 3 clusters Score -918984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -918986.000000 Penalty: 2948.809326
	Iteration 46Q: 3 clusters Score -918986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -918984.750000 Penalty: 2948.809326
	Iteration 47Q: 3 clusters Score -918984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -918986.312500 Penalty: 2948.809326
	Iteration 48Q: 3 clusters Score -918986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -918987.750000 Penalty: 2948.809326
	Iteration 49Q: 3 clusters Score -918987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -918986.875000 Penalty: 2948.809326
	Iteration 50Q: 3 clusters Score -918986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -918988.250000 Penalty: 2948.809326
	Iteration 51Q: 3 clusters Score -918988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -918987.937500 Penalty: 2948.809326
	Iteration 52Q: 3 clusters Score -918987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -918988.750000 Penalty: 2948.809326
	Iteration 53Q: 3 clusters Score -918988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -918991.750000 Penalty: 2948.809326
	Iteration 54Q: 3 clusters Score -918991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -918993.750000 Penalty: 2948.809326
	Iteration 55Q: 3 clusters Score -918993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -918994.437500 Penalty: 2948.809326
	Iteration 56Q: 3 clusters Score -918994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -918995.687500 Penalty: 2948.809326
	Iteration 57Q: 3 clusters Score -918995.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -918996.312500 Penalty: 2948.809326
	Iteration 58Q: 3 clusters Score -918996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -918998.937500 Penalty: 2948.809326
	Iteration 59Q: 3 clusters Score -918998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -918998.937500 Penalty: 2948.809326
	Iteration 60F: 3 clusters Score -918998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -919001.000000 Penalty: 2948.809326
	Iteration 61Q: 3 clusters Score -919001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -919001.250000 Penalty: 2948.809326
	Iteration 62Q: 3 clusters Score -919001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -919004.375000 Penalty: 2948.809326
	Iteration 63Q: 3 clusters Score -919004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -919003.937500 Penalty: 2948.809326
	Iteration 64Q: 3 clusters Score -919003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -919004.625000 Penalty: 2948.809326
	Iteration 65Q: 3 clusters Score -919004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -919006.375000 Penalty: 2948.809326
	Iteration 66Q: 3 clusters Score -919006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -919006.750000 Penalty: 2948.809326
	Iteration 67Q: 3 clusters Score -919006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -919007.000000 Penalty: 2948.809326
	Iteration 68Q: 3 clusters Score -919007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -919008.750000 Penalty: 2948.809326
	Iteration 69Q: 3 clusters Score -919008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -919009.000000 Penalty: 2948.809326
	Iteration 70Q: 3 clusters Score -919009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -919010.125000 Penalty: 2948.809326
	Iteration 71Q: 3 clusters Score -919010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -919009.437500 Penalty: 2948.809326
	Iteration 72Q: 3 clusters Score -919009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -919012.375000 Penalty: 2948.809326
	Iteration 73Q: 3 clusters Score -919012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -919012.187500 Penalty: 2948.809326
	Iteration 74Q: 3 clusters Score -919012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -919013.687500 Penalty: 2948.809326
	Iteration 75Q: 3 clusters Score -919013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -919013.687500 Penalty: 2948.809326
	Iteration 76F: 3 clusters Score -919013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -67063.554688 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -67063.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65808.515625 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -65808.52 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66108.804688 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -66108.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66215.140625 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -66215.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66261.968750 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -66261.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66283.320312 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -66283.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66306.507812 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -66306.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66321.875000 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -66321.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66336.671875 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -66336.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66356.820312 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -66356.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66363.835938 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -66363.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66369.968750 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -66369.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66372.328125 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -66372.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66372.328125 Penalty: 2165.932861
	Iteration 12F: 3 clusters Score -66372.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (176479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Entering Unmasked Estep 
Score: -18659680.000000 Penalty: 1963.155640
	Iteration 0F: 2 clusters Score -1.865968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -18541570.000000 Penalty: 3926.311279
	Iteration 0F: 3 clusters Score -1.854157e+07 nChanged 85392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -18592594.000000 Penalty: 3926.311279
	Iteration 1F: 3 clusters Score -1.859259e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -18594158.000000 Penalty: 3926.311279
	Iteration 2Q: 3 clusters Score -1.859416e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -18596746.000000 Penalty: 3926.311279
	Iteration 3Q: 3 clusters Score -1.859675e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 111358 members 
Entering Unmasked Estep 
Score: -18601256.000000 Penalty: 3926.311279
	Iteration 4F: 3 clusters Score -1.860126e+07 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -18608986.000000 Penalty: 3926.311279
	Iteration 5F: 3 clusters Score -1.860899e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -18620774.000000 Penalty: 3926.311279
	Iteration 6F: 3 clusters Score -1.862077e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -18633492.000000 Penalty: 3926.311279
	Iteration 7F: 3 clusters Score -1.863349e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 160153 members 
Entering Unmasked Estep 
Score: -18643580.000000 Penalty: 3926.311279
	Iteration 8F: 3 clusters Score -1.864358e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 166814 members 
Entering Unmasked Estep 
Score: -18649946.000000 Penalty: 3926.311279
	Iteration 9Q: 3 clusters Score -1.864995e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -18653662.000000 Penalty: 3926.311279
	Iteration 10Q: 3 clusters Score -1.865366e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -18655750.000000 Penalty: 3926.311279
	Iteration 11Q: 3 clusters Score -1.865575e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 174768 members 
Entering Unmasked Estep 
Score: -18656862.000000 Penalty: 3926.311279
	Iteration 12Q: 3 clusters Score -1.865686e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 175490 members 
Entering Unmasked Estep 
Score: -18657460.000000 Penalty: 3926.311279
	Iteration 13Q: 3 clusters Score -1.865746e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 175831 members 
Entering Unmasked Estep 
Score: -18657702.000000 Penalty: 3926.311279
	Iteration 14Q: 3 clusters Score -1.86577e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 175975 members 
Entering Unmasked Estep 
Score: -18657802.000000 Penalty: 3926.311279
	Iteration 15Q: 3 clusters Score -1.86578e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -18657842.000000 Penalty: 3926.311279
	Iteration 16Q: 3 clusters Score -1.865784e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -18657864.000000 Penalty: 3926.311279
	Iteration 17Q: 3 clusters Score -1.865786e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -18657924.000000 Penalty: 3926.311279
	Iteration 18Q: 3 clusters Score -1.865792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 176148 members 
Entering Unmasked Estep 
Score: -18657952.000000 Penalty: 3926.311279
	Iteration 19Q: 3 clusters Score -1.865795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 176163 members 
Entering Unmasked Estep 
Score: -18657960.000000 Penalty: 3926.311279
	Iteration 20F: 3 clusters Score -1.865796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 176180 members 
Entering Unmasked Estep 
Score: -18657994.000000 Penalty: 3926.311279
	Iteration 21Q: 3 clusters Score -1.865799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 176185 members 
Entering Unmasked Estep 
Score: -18658010.000000 Penalty: 3926.311279
	Iteration 22Q: 3 clusters Score -1.865801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 176187 members 
Entering Unmasked Estep 
Score: -18658014.000000 Penalty: 3926.311279
	Iteration 23Q: 3 clusters Score -1.865801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 176189 members 
Entering Unmasked Estep 
Score: -18658020.000000 Penalty: 3926.311279
	Iteration 24Q: 3 clusters Score -1.865802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -18658018.000000 Penalty: 3926.311279
	Iteration 25Q: 3 clusters Score -1.865802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 176195 members 
Entering Unmasked Estep 
Score: -18658020.000000 Penalty: 3926.311279
	Iteration 26Q: 3 clusters Score -1.865802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -18658016.000000 Penalty: 3926.311279
	Iteration 27Q: 3 clusters Score -1.865802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 176197 members 
Entering Unmasked Estep 
Score: -18658022.000000 Penalty: 3926.311279
	Iteration 28Q: 3 clusters Score -1.865802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 176202 members 
Entering Unmasked Estep 
Score: -18658032.000000 Penalty: 3926.311279
	Iteration 29Q: 3 clusters Score -1.865803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -18658024.000000 Penalty: 3926.311279
	Iteration 30Q: 3 clusters Score -1.865802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 176212 members 
Entering Unmasked Estep 
Score: -18658034.000000 Penalty: 3926.311279
	Iteration 31Q: 3 clusters Score -1.865803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -18658030.000000 Penalty: 3926.311279
	Iteration 32Q: 3 clusters Score -1.865803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 176217 members 
Entering Unmasked Estep 
Score: -18658046.000000 Penalty: 3926.311279
	Iteration 33Q: 3 clusters Score -1.865805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -18658038.000000 Penalty: 3926.311279
	Iteration 34Q: 3 clusters Score -1.865804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -18658050.000000 Penalty: 3926.311279
	Iteration 35Q: 3 clusters Score -1.865805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -18658050.000000 Penalty: 3926.311279
	Iteration 36Q: 3 clusters Score -1.865805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -18658056.000000 Penalty: 3926.311279
	Iteration 37Q: 3 clusters Score -1.865806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -18658056.000000 Penalty: 3926.311279
	Iteration 38F: 3 clusters Score -1.865806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -127103.101562 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -127103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -125538.710938 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -125538.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125851.914062 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -125851.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125922.296875 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -125922.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125958.953125 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -125959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125976.085938 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -125976.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125993.492188 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -125993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126002.664062 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -126002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -126016.101562 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -126016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -126030.054688 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -126030.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126047.937500 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -126047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126063.843750 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -126063.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126076.632812 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -126076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -126081.632812 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -126081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -126086.351562 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -126086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126088.203125 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -126088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126088.937500 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -126088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126088.937500 Penalty: 2302.917969
	Iteration 16F: 3 clusters Score -126088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Entering Unmasked Estep 
Score: -1254706.500000 Penalty: 1518.839600
	Iteration 0F: 2 clusters Score -1254706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1246650.625000 Penalty: 3037.679199
	Iteration 0F: 3 clusters Score -1246651 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1249208.250000 Penalty: 3037.679199
	Iteration 1F: 3 clusters Score -1249208 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1249425.125000 Penalty: 3037.679199
	Iteration 2F: 3 clusters Score -1249425 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1249617.250000 Penalty: 3037.679199
	Iteration 3Q: 3 clusters Score -1249617 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1249775.625000 Penalty: 3037.679199
	Iteration 4Q: 3 clusters Score -1249776 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1249955.875000 Penalty: 3037.679199
	Iteration 5Q: 3 clusters Score -1249956 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1250137.500000 Penalty: 3037.679199
	Iteration 6Q: 3 clusters Score -1250138 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1250303.125000 Penalty: 3037.679199
	Iteration 7Q: 3 clusters Score -1250303 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1250450.250000 Penalty: 3037.679199
	Iteration 8Q: 3 clusters Score -1250450 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1250618.500000 Penalty: 3037.679199
	Iteration 9Q: 3 clusters Score -1250618 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1250821.125000 Penalty: 3037.679199
	Iteration 10Q: 3 clusters Score -1250821 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1251063.500000 Penalty: 3037.679199
	Iteration 11Q: 3 clusters Score -1251064 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1251376.125000 Penalty: 3037.679199
	Iteration 12Q: 3 clusters Score -1251376 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1251715.000000 Penalty: 3037.679199
	Iteration 13Q: 3 clusters Score -1251715 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1252040.000000 Penalty: 3037.679199
	Iteration 14Q: 3 clusters Score -1252040 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1252258.250000 Penalty: 3037.679199
	Iteration 15Q: 3 clusters Score -1252258 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1252431.625000 Penalty: 3037.679199
	Iteration 16Q: 3 clusters Score -1252432 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1252558.125000 Penalty: 3037.679199
	Iteration 17Q: 3 clusters Score -1252558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1252664.750000 Penalty: 3037.679199
	Iteration 18Q: 3 clusters Score -1252665 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1252766.875000 Penalty: 3037.679199
	Iteration 19Q: 3 clusters Score -1252767 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1252846.250000 Penalty: 3037.679199
	Iteration 20F: 3 clusters Score -1252846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1252916.250000 Penalty: 3037.679199
	Iteration 21Q: 3 clusters Score -1252916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1252967.000000 Penalty: 3037.679199
	Iteration 22Q: 3 clusters Score -1252967 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1253009.500000 Penalty: 3037.679199
	Iteration 23Q: 3 clusters Score -1253010 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1253044.125000 Penalty: 3037.679199
	Iteration 24Q: 3 clusters Score -1253044 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1253071.750000 Penalty: 3037.679199
	Iteration 25Q: 3 clusters Score -1253072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1253091.500000 Penalty: 3037.679199
	Iteration 26Q: 3 clusters Score -1253092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1253113.250000 Penalty: 3037.679199
	Iteration 27Q: 3 clusters Score -1253113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1253129.125000 Penalty: 3037.679199
	Iteration 28Q: 3 clusters Score -1253129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1253140.250000 Penalty: 3037.679199
	Iteration 29Q: 3 clusters Score -1253140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1253149.875000 Penalty: 3037.679199
	Iteration 30Q: 3 clusters Score -1253150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1253160.375000 Penalty: 3037.679199
	Iteration 31Q: 3 clusters Score -1253160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1253167.250000 Penalty: 3037.679199
	Iteration 32Q: 3 clusters Score -1253167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1253174.375000 Penalty: 3037.679199
	Iteration 33Q: 3 clusters Score -1253174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1253179.750000 Penalty: 3037.679199
	Iteration 34Q: 3 clusters Score -1253180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1253183.250000 Penalty: 3037.679199
	Iteration 35Q: 3 clusters Score -1253183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1253193.250000 Penalty: 3037.679199
	Iteration 36Q: 3 clusters Score -1253193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1253200.250000 Penalty: 3037.679199
	Iteration 37Q: 3 clusters Score -1253200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1253207.250000 Penalty: 3037.679199
	Iteration 38Q: 3 clusters Score -1253207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1253214.875000 Penalty: 3037.679199
	Iteration 39Q: 3 clusters Score -1253215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1253221.875000 Penalty: 3037.679199
	Iteration 40F: 3 clusters Score -1253222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1253224.625000 Penalty: 3037.679199
	Iteration 41Q: 3 clusters Score -1253225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1253233.125000 Penalty: 3037.679199
	Iteration 42Q: 3 clusters Score -1253233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1253231.875000 Penalty: 3037.679199
	Iteration 43Q: 3 clusters Score -1253232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1253234.500000 Penalty: 3037.679199
	Iteration 44Q: 3 clusters Score -1253234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1253236.375000 Penalty: 3037.679199
	Iteration 45Q: 3 clusters Score -1253236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1253235.625000 Penalty: 3037.679199
	Iteration 46Q: 3 clusters Score -1253236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1253238.250000 Penalty: 3037.679199
	Iteration 47Q: 3 clusters Score -1253238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1253243.000000 Penalty: 3037.679199
	Iteration 48Q: 3 clusters Score -1253243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1253246.250000 Penalty: 3037.679199
	Iteration 49Q: 3 clusters Score -1253246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1253249.250000 Penalty: 3037.679199
	Iteration 50Q: 3 clusters Score -1253249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1253252.000000 Penalty: 3037.679199
	Iteration 51Q: 3 clusters Score -1253252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1253249.500000 Penalty: 3037.679199
	Iteration 52Q: 3 clusters Score -1253250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1253249.750000 Penalty: 3037.679199
	Iteration 53Q: 3 clusters Score -1253250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1253253.625000 Penalty: 3037.679199
	Iteration 54Q: 3 clusters Score -1253254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1253255.750000 Penalty: 3037.679199
	Iteration 55Q: 3 clusters Score -1253256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1253260.125000 Penalty: 3037.679199
	Iteration 56Q: 3 clusters Score -1253260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1253260.000000 Penalty: 3037.679199
	Iteration 57Q: 3 clusters Score -1253260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1253264.500000 Penalty: 3037.679199
	Iteration 58Q: 3 clusters Score -1253264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1253263.125000 Penalty: 3037.679199
	Iteration 59Q: 3 clusters Score -1253263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1253264.875000 Penalty: 3037.679199
	Iteration 60F: 3 clusters Score -1253265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1253267.000000 Penalty: 3037.679199
	Iteration 61Q: 3 clusters Score -1253267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1253268.250000 Penalty: 3037.679199
	Iteration 62Q: 3 clusters Score -1253268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1253269.000000 Penalty: 3037.679199
	Iteration 63Q: 3 clusters Score -1253269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1253271.500000 Penalty: 3037.679199
	Iteration 64Q: 3 clusters Score -1253272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1253268.625000 Penalty: 3037.679199
	Iteration 65Q: 3 clusters Score -1253269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1253270.750000 Penalty: 3037.679199
	Iteration 66Q: 3 clusters Score -1253271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1253272.000000 Penalty: 3037.679199
	Iteration 67Q: 3 clusters Score -1253272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1253274.250000 Penalty: 3037.679199
	Iteration 68Q: 3 clusters Score -1253274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1253277.500000 Penalty: 3037.679199
	Iteration 69Q: 3 clusters Score -1253278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1253277.250000 Penalty: 3037.679199
	Iteration 70Q: 3 clusters Score -1253277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1253280.125000 Penalty: 3037.679199
	Iteration 71Q: 3 clusters Score -1253280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1253282.000000 Penalty: 3037.679199
	Iteration 72Q: 3 clusters Score -1253282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1253282.500000 Penalty: 3037.679199
	Iteration 73Q: 3 clusters Score -1253282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1253283.250000 Penalty: 3037.679199
	Iteration 74Q: 3 clusters Score -1253283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1253286.000000 Penalty: 3037.679199
	Iteration 75Q: 3 clusters Score -1253286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1253286.375000 Penalty: 3037.679199
	Iteration 76Q: 3 clusters Score -1253286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1253284.250000 Penalty: 3037.679199
	Iteration 77Q: 3 clusters Score -1253284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1253285.625000 Penalty: 3037.679199
	Iteration 78Q: 3 clusters Score -1253286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1253287.625000 Penalty: 3037.679199
	Iteration 79Q: 3 clusters Score -1253288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1253288.250000 Penalty: 3037.679199
	Iteration 80F: 3 clusters Score -1253288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1253287.625000 Penalty: 3037.679199
	Iteration 81Q: 3 clusters Score -1253288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1253289.500000 Penalty: 3037.679199
	Iteration 82Q: 3 clusters Score -1253290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1253287.750000 Penalty: 3037.679199
	Iteration 83Q: 3 clusters Score -1253288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1253291.375000 Penalty: 3037.679199
	Iteration 84Q: 3 clusters Score -1253291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1253290.250000 Penalty: 3037.679199
	Iteration 85Q: 3 clusters Score -1253290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1253291.250000 Penalty: 3037.679199
	Iteration 86Q: 3 clusters Score -1253291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1253289.625000 Penalty: 3037.679199
	Iteration 87Q: 3 clusters Score -1253290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1253291.875000 Penalty: 3037.679199
	Iteration 88Q: 3 clusters Score -1253292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1253295.875000 Penalty: 3037.679199
	Iteration 89Q: 3 clusters Score -1253296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1253296.875000 Penalty: 3037.679199
	Iteration 90Q: 3 clusters Score -1253297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1253296.250000 Penalty: 3037.679199
	Iteration 91Q: 3 clusters Score -1253296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1253296.375000 Penalty: 3037.679199
	Iteration 92Q: 3 clusters Score -1253296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1253295.000000 Penalty: 3037.679199
	Iteration 93Q: 3 clusters Score -1253295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1253294.125000 Penalty: 3037.679199
	Iteration 94Q: 3 clusters Score -1253294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1253293.875000 Penalty: 3037.679199
	Iteration 95Q: 3 clusters Score -1253294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1253295.625000 Penalty: 3037.679199
	Iteration 96Q: 3 clusters Score -1253296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1253297.500000 Penalty: 3037.679199
	Iteration 97Q: 3 clusters Score -1253298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1253296.250000 Penalty: 3037.679199
	Iteration 98Q: 3 clusters Score -1253296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1253296.750000 Penalty: 3037.679199
	Iteration 99Q: 3 clusters Score -1253297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1253300.625000 Penalty: 3037.679199
	Iteration 100F: 3 clusters Score -1253301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1253300.375000 Penalty: 3037.679199
	Iteration 101Q: 3 clusters Score -1253300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1253299.875000 Penalty: 3037.679199
	Iteration 102Q: 3 clusters Score -1253300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1253299.875000 Penalty: 3037.679199
	Iteration 103F: 3 clusters Score -1253300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11968.896484 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11262.916016 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11262.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11407.266602 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11407.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11502.508789 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11502.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11556.570312 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11556.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11593.511719 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11593.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11601.883789 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -11601.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11620.294922 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -11620.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11620.294922 Penalty: 1734.699951
	Iteration 7F: 3 clusters Score -11620.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -13773.803711 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -13773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13233.450195 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -13233.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13430.932617 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -13430.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13481.955078 Penalty: 1721.953125
	Iteration 2F: 3 clusters Score -13481.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13518.392578 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -13518.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13520.574219 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -13520.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13520.574219 Penalty: 1721.953125
	Iteration 5F: 3 clusters Score -13520.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -376049.250000 Penalty: 1323.793213
	Iteration 0F: 2 clusters Score -376049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -373016.406250 Penalty: 2647.586426
	Iteration 0F: 3 clusters Score -373016.4 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -373756.031250 Penalty: 2647.586426
	Iteration 1F: 3 clusters Score -373756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -373896.062500 Penalty: 2647.586426
	Iteration 2F: 3 clusters Score -373896.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -373999.406250 Penalty: 2647.586426
	Iteration 3F: 3 clusters Score -373999.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -374078.875000 Penalty: 2647.586426
	Iteration 4Q: 3 clusters Score -374078.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -374158.437500 Penalty: 2647.586426
	Iteration 5Q: 3 clusters Score -374158.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -374225.000000 Penalty: 2647.586426
	Iteration 6Q: 3 clusters Score -374225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -374273.062500 Penalty: 2647.586426
	Iteration 7Q: 3 clusters Score -374273.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -374300.656250 Penalty: 2647.586426
	Iteration 8Q: 3 clusters Score -374300.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -374332.312500 Penalty: 2647.586426
	Iteration 9Q: 3 clusters Score -374332.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -374364.906250 Penalty: 2647.586426
	Iteration 10Q: 3 clusters Score -374364.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -374394.625000 Penalty: 2647.586426
	Iteration 11Q: 3 clusters Score -374394.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -374424.281250 Penalty: 2647.586426
	Iteration 12Q: 3 clusters Score -374424.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -374465.812500 Penalty: 2647.586426
	Iteration 13Q: 3 clusters Score -374465.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -374505.531250 Penalty: 2647.586426
	Iteration 14Q: 3 clusters Score -374505.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -374541.906250 Penalty: 2647.586426
	Iteration 15Q: 3 clusters Score -374541.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -374579.593750 Penalty: 2647.586426
	Iteration 16Q: 3 clusters Score -374579.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -374611.187500 Penalty: 2647.586426
	Iteration 17Q: 3 clusters Score -374611.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -374630.437500 Penalty: 2647.586426
	Iteration 18Q: 3 clusters Score -374630.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -374650.843750 Penalty: 2647.586426
	Iteration 19Q: 3 clusters Score -374650.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -374671.125000 Penalty: 2647.586426
	Iteration 20F: 3 clusters Score -374671.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -374687.187500 Penalty: 2647.586426
	Iteration 21Q: 3 clusters Score -374687.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -374705.343750 Penalty: 2647.586426
	Iteration 22Q: 3 clusters Score -374705.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -374726.875000 Penalty: 2647.586426
	Iteration 23Q: 3 clusters Score -374726.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -374748.218750 Penalty: 2647.586426
	Iteration 24Q: 3 clusters Score -374748.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -374764.812500 Penalty: 2647.586426
	Iteration 25Q: 3 clusters Score -374764.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -374784.187500 Penalty: 2647.586426
	Iteration 26Q: 3 clusters Score -374784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -374792.906250 Penalty: 2647.586426
	Iteration 27Q: 3 clusters Score -374792.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -374798.531250 Penalty: 2647.586426
	Iteration 28Q: 3 clusters Score -374798.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -374804.468750 Penalty: 2647.586426
	Iteration 29Q: 3 clusters Score -374804.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -374815.468750 Penalty: 2647.586426
	Iteration 30Q: 3 clusters Score -374815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -374826.906250 Penalty: 2647.586426
	Iteration 31Q: 3 clusters Score -374826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -374837.531250 Penalty: 2647.586426
	Iteration 32Q: 3 clusters Score -374837.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -374846.625000 Penalty: 2647.586426
	Iteration 33Q: 3 clusters Score -374846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -374854.312500 Penalty: 2647.586426
	Iteration 34Q: 3 clusters Score -374854.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -374861.937500 Penalty: 2647.586426
	Iteration 35Q: 3 clusters Score -374861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -374867.718750 Penalty: 2647.586426
	Iteration 36Q: 3 clusters Score -374867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -374870.062500 Penalty: 2647.586426
	Iteration 37Q: 3 clusters Score -374870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -374874.750000 Penalty: 2647.586426
	Iteration 38Q: 3 clusters Score -374874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -374880.781250 Penalty: 2647.586426
	Iteration 39Q: 3 clusters Score -374880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -374885.343750 Penalty: 2647.586426
	Iteration 40F: 3 clusters Score -374885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -374888.062500 Penalty: 2647.586426
	Iteration 41Q: 3 clusters Score -374888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -374889.937500 Penalty: 2647.586426
	Iteration 42Q: 3 clusters Score -374889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -374894.500000 Penalty: 2647.586426
	Iteration 43Q: 3 clusters Score -374894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -374900.406250 Penalty: 2647.586426
	Iteration 44Q: 3 clusters Score -374900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -374902.437500 Penalty: 2647.586426
	Iteration 45Q: 3 clusters Score -374902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -374903.593750 Penalty: 2647.586426
	Iteration 46Q: 3 clusters Score -374903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -374904.656250 Penalty: 2647.586426
	Iteration 47Q: 3 clusters Score -374904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -374904.656250 Penalty: 2647.586426
	Iteration 48F: 3 clusters Score -374904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -31188.871094 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -31188.87 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 191 members 
Entering Unmasked Estep 
Score: -30288.960938 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -30288.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30443.593750 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -30443.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30536.847656 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -30536.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30602.156250 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -30602.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30643.132812 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -30643.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30675.611328 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -30675.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30692.580078 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -30692.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30718.703125 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -30718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30723.988281 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -30723.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30726.914062 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -30726.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30726.914062 Penalty: 1922.765625
	Iteration 10F: 3 clusters Score -30726.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105007 members 
Mstep: Class 23 contains 111260 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031608.000000 Penalty: 87385.984375
Iteration 199Q: 40 clusters Score -1.010316e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179560 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105006 members 
Mstep: Class 23 contains 111260 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176482 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11463 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3448 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031600.000000 Penalty: 87385.984375
Iteration 200F: 40 clusters Score -1.010316e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179560 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111259 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11464 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031592.000000 Penalty: 87385.984375
Iteration 201Q: 40 clusters Score -1.010316e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179560 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111258 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176479 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11465 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3448 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031624.000000 Penalty: 87385.984375
Iteration 202Q: 40 clusters Score -1.010316e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179559 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111257 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176481 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11467 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031616.000000 Penalty: 87385.984375
Iteration 203Q: 40 clusters Score -1.010316e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57756 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15952 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111255 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176486 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11470 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3444 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031536.000000 Penalty: 87385.984375
Iteration 204Q: 40 clusters Score -1.010315e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57754 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111255 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176486 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11472 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 205Q: 40 clusters Score -1.010316e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179559 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57754 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111252 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176487 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031608.000000 Penalty: 87385.984375
Iteration 206Q: 40 clusters Score -1.010316e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57755 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15952 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111252 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176488 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031568.000000 Penalty: 87385.984375
Iteration 207Q: 40 clusters Score -1.010316e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57755 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111255 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176486 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3443 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031544.000000 Penalty: 87385.984375
Iteration 208Q: 40 clusters Score -1.010315e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179554 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57755 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111257 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176485 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3444 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 209Q: 40 clusters Score -1.010316e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179554 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57755 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9922 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111257 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176486 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3444 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 210Q: 40 clusters Score -1.010316e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179554 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57754 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111256 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176487 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031544.000000 Penalty: 87385.984375
Iteration 211Q: 40 clusters Score -1.010315e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179554 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57755 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111255 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176487 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3443 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031576.000000 Penalty: 87385.984375
Iteration 212Q: 40 clusters Score -1.010316e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179555 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57755 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111253 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176491 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031560.000000 Penalty: 87385.984375
Iteration 213Q: 40 clusters Score -1.010316e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179555 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57752 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111253 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176497 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 214Q: 40 clusters Score -1.010316e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179555 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 1502 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111252 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176497 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3444 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 215Q: 40 clusters Score -1.010316e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179555 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9917 members 
Mstep: Class 20 contains 1502 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111253 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176496 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031576.000000 Penalty: 87385.984375
Iteration 216Q: 40 clusters Score -1.010316e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 1502 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111254 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176498 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031576.000000 Penalty: 87385.984375
Iteration 217Q: 40 clusters Score -1.010316e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111256 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17916 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176495 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031600.000000 Penalty: 87385.984375
Iteration 218Q: 40 clusters Score -1.010316e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111257 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17917 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176490 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3448 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031576.000000 Penalty: 87385.984375
Iteration 219Q: 40 clusters Score -1.010316e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12648 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111255 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17917 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176489 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031592.000000 Penalty: 87385.984375
Iteration 220F: 40 clusters Score -1.010316e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13856 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12649 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111252 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17917 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176489 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031576.000000 Penalty: 87385.984375
Iteration 221Q: 40 clusters Score -1.010316e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13856 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179558 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57749 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12651 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111245 members 
Mstep: Class 24 contains 9280 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17917 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176493 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 222Q: 40 clusters Score -1.010316e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13857 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179557 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57749 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111244 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176492 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 223Q: 40 clusters Score -1.010316e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13856 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57749 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111244 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176492 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031576.000000 Penalty: 87385.984375
Iteration 224Q: 40 clusters Score -1.010316e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179555 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57748 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105005 members 
Mstep: Class 23 contains 111244 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176497 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031576.000000 Penalty: 87385.984375
Iteration 225Q: 40 clusters Score -1.010316e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57748 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105004 members 
Mstep: Class 23 contains 111243 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176498 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031568.000000 Penalty: 87385.984375
Iteration 226Q: 40 clusters Score -1.010316e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57748 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105004 members 
Mstep: Class 23 contains 111243 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176499 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 227Q: 40 clusters Score -1.010316e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57748 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105004 members 
Mstep: Class 23 contains 111243 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176499 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101031584.000000 Penalty: 87385.984375
Iteration 228F: 40 clusters Score -1.010316e+08 nChanged 0
Entering ConstructFrom: 
Score: -101031584.000000 Penalty: 87385.984375
Entering ConstructFrom: 
Trying to split cluster 1 (26492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Entering Unmasked Estep 
Score: -2750962.750000 Penalty: 1654.997192
	Iteration 0F: 2 clusters Score -2750963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2732889.500000 Penalty: 3309.994385
	Iteration 0F: 3 clusters Score -2732890 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2739720.000000 Penalty: 3309.994385
	Iteration 1F: 3 clusters Score -2739720 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2740080.500000 Penalty: 3309.994385
	Iteration 2Q: 3 clusters Score -2740080 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2740414.250000 Penalty: 3309.994385
	Iteration 3Q: 3 clusters Score -2740414 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2740735.750000 Penalty: 3309.994385
	Iteration 4Q: 3 clusters Score -2740736 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2741042.500000 Penalty: 3309.994385
	Iteration 5Q: 3 clusters Score -2741042 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2741386.000000 Penalty: 3309.994385
	Iteration 6Q: 3 clusters Score -2741386 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2741796.500000 Penalty: 3309.994385
	Iteration 7Q: 3 clusters Score -2741796 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2742380.250000 Penalty: 3309.994385
	Iteration 8Q: 3 clusters Score -2742380 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2743196.000000 Penalty: 3309.994385
	Iteration 9Q: 3 clusters Score -2743196 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2744222.750000 Penalty: 3309.994385
	Iteration 10Q: 3 clusters Score -2744223 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2745117.000000 Penalty: 3309.994385
	Iteration 11Q: 3 clusters Score -2745117 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2745798.000000 Penalty: 3309.994385
	Iteration 12Q: 3 clusters Score -2745798 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2746214.250000 Penalty: 3309.994385
	Iteration 13Q: 3 clusters Score -2746214 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2746540.500000 Penalty: 3309.994385
	Iteration 14Q: 3 clusters Score -2746540 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2746778.000000 Penalty: 3309.994385
	Iteration 15Q: 3 clusters Score -2746778 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2747012.750000 Penalty: 3309.994385
	Iteration 16Q: 3 clusters Score -2747013 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2747210.750000 Penalty: 3309.994385
	Iteration 17Q: 3 clusters Score -2747211 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2747411.000000 Penalty: 3309.994385
	Iteration 18Q: 3 clusters Score -2747411 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2747606.250000 Penalty: 3309.994385
	Iteration 19Q: 3 clusters Score -2747606 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2747765.000000 Penalty: 3309.994385
	Iteration 20F: 3 clusters Score -2747765 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2747925.500000 Penalty: 3309.994385
	Iteration 21Q: 3 clusters Score -2747926 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2748080.250000 Penalty: 3309.994385
	Iteration 22Q: 3 clusters Score -2748080 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2748232.500000 Penalty: 3309.994385
	Iteration 23Q: 3 clusters Score -2748232 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2748395.750000 Penalty: 3309.994385
	Iteration 24Q: 3 clusters Score -2748396 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2748606.000000 Penalty: 3309.994385
	Iteration 25Q: 3 clusters Score -2748606 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2748787.500000 Penalty: 3309.994385
	Iteration 26Q: 3 clusters Score -2748788 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2748900.000000 Penalty: 3309.994385
	Iteration 27Q: 3 clusters Score -2748900 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2749013.750000 Penalty: 3309.994385
	Iteration 28Q: 3 clusters Score -2749014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2749105.750000 Penalty: 3309.994385
	Iteration 29Q: 3 clusters Score -2749106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2749194.750000 Penalty: 3309.994385
	Iteration 30Q: 3 clusters Score -2749195 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2749278.000000 Penalty: 3309.994385
	Iteration 31Q: 3 clusters Score -2749278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2749345.750000 Penalty: 3309.994385
	Iteration 32Q: 3 clusters Score -2749346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2749407.000000 Penalty: 3309.994385
	Iteration 33Q: 3 clusters Score -2749407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2749446.500000 Penalty: 3309.994385
	Iteration 34Q: 3 clusters Score -2749446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2749470.500000 Penalty: 3309.994385
	Iteration 35Q: 3 clusters Score -2749470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2749499.250000 Penalty: 3309.994385
	Iteration 36Q: 3 clusters Score -2749499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2749516.250000 Penalty: 3309.994385
	Iteration 37Q: 3 clusters Score -2749516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2749525.000000 Penalty: 3309.994385
	Iteration 38Q: 3 clusters Score -2749525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2749532.000000 Penalty: 3309.994385
	Iteration 39Q: 3 clusters Score -2749532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2749541.250000 Penalty: 3309.994385
	Iteration 40F: 3 clusters Score -2749541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2749547.250000 Penalty: 3309.994385
	Iteration 41Q: 3 clusters Score -2749547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2749557.500000 Penalty: 3309.994385
	Iteration 42Q: 3 clusters Score -2749558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2749562.250000 Penalty: 3309.994385
	Iteration 43Q: 3 clusters Score -2749562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2749571.000000 Penalty: 3309.994385
	Iteration 44Q: 3 clusters Score -2749571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2749576.500000 Penalty: 3309.994385
	Iteration 45Q: 3 clusters Score -2749576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2749581.250000 Penalty: 3309.994385
	Iteration 46Q: 3 clusters Score -2749581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2749592.750000 Penalty: 3309.994385
	Iteration 47Q: 3 clusters Score -2749593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2749600.000000 Penalty: 3309.994385
	Iteration 48Q: 3 clusters Score -2749600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2749611.250000 Penalty: 3309.994385
	Iteration 49Q: 3 clusters Score -2749611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2749612.750000 Penalty: 3309.994385
	Iteration 50Q: 3 clusters Score -2749613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2749623.500000 Penalty: 3309.994385
	Iteration 51Q: 3 clusters Score -2749624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2749625.500000 Penalty: 3309.994385
	Iteration 52Q: 3 clusters Score -2749626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2749628.000000 Penalty: 3309.994385
	Iteration 53Q: 3 clusters Score -2749628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2749631.750000 Penalty: 3309.994385
	Iteration 54Q: 3 clusters Score -2749632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2749632.000000 Penalty: 3309.994385
	Iteration 55Q: 3 clusters Score -2749632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2749637.500000 Penalty: 3309.994385
	Iteration 56Q: 3 clusters Score -2749638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2749639.500000 Penalty: 3309.994385
	Iteration 57Q: 3 clusters Score -2749640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2749644.000000 Penalty: 3309.994385
	Iteration 58Q: 3 clusters Score -2749644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2749644.750000 Penalty: 3309.994385
	Iteration 59Q: 3 clusters Score -2749645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2749645.750000 Penalty: 3309.994385
	Iteration 60F: 3 clusters Score -2749646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2749646.250000 Penalty: 3309.994385
	Iteration 61Q: 3 clusters Score -2749646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2749646.250000 Penalty: 3309.994385
	Iteration 62F: 3 clusters Score -2749646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1052158.875000 Penalty: 1504.747925
	Iteration 0F: 2 clusters Score -1052159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1044740.125000 Penalty: 3009.495850
	Iteration 0F: 3 clusters Score -1044740 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1047105.375000 Penalty: 3009.495850
	Iteration 1F: 3 clusters Score -1047105 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1047401.625000 Penalty: 3009.495850
	Iteration 2F: 3 clusters Score -1047402 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1047660.375000 Penalty: 3009.495850
	Iteration 3F: 3 clusters Score -1047660 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1047941.875000 Penalty: 3009.495850
	Iteration 4Q: 3 clusters Score -1047942 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1048268.125000 Penalty: 3009.495850
	Iteration 5F: 3 clusters Score -1048268 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1048621.375000 Penalty: 3009.495850
	Iteration 6F: 3 clusters Score -1048621 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1048999.375000 Penalty: 3009.495850
	Iteration 7F: 3 clusters Score -1048999 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1049381.875000 Penalty: 3009.495850
	Iteration 8Q: 3 clusters Score -1049382 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1049767.875000 Penalty: 3009.495850
	Iteration 9Q: 3 clusters Score -1049768 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1050123.000000 Penalty: 3009.495850
	Iteration 10Q: 3 clusters Score -1050123 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1050381.750000 Penalty: 3009.495850
	Iteration 11Q: 3 clusters Score -1050382 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1050550.125000 Penalty: 3009.495850
	Iteration 12Q: 3 clusters Score -1050550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1050640.500000 Penalty: 3009.495850
	Iteration 13Q: 3 clusters Score -1050640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1050704.000000 Penalty: 3009.495850
	Iteration 14Q: 3 clusters Score -1050704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1050751.750000 Penalty: 3009.495850
	Iteration 15Q: 3 clusters Score -1050752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1050791.375000 Penalty: 3009.495850
	Iteration 16Q: 3 clusters Score -1050791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1050811.750000 Penalty: 3009.495850
	Iteration 17Q: 3 clusters Score -1050812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1050820.875000 Penalty: 3009.495850
	Iteration 18Q: 3 clusters Score -1050821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1050826.375000 Penalty: 3009.495850
	Iteration 19Q: 3 clusters Score -1050826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1050828.875000 Penalty: 3009.495850
	Iteration 20F: 3 clusters Score -1050829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1050829.625000 Penalty: 3009.495850
	Iteration 21Q: 3 clusters Score -1050830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1050830.500000 Penalty: 3009.495850
	Iteration 22Q: 3 clusters Score -1050830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1050836.125000 Penalty: 3009.495850
	Iteration 23Q: 3 clusters Score -1050836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1050836.125000 Penalty: 3009.495850
	Iteration 24F: 3 clusters Score -1050836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -593277.062500 Penalty: 1397.330566
	Iteration 0F: 2 clusters Score -593277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -589010.125000 Penalty: 2794.661133
	Iteration 0F: 3 clusters Score -589010.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -590170.062500 Penalty: 2794.661133
	Iteration 1F: 3 clusters Score -590170.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -590331.125000 Penalty: 2794.661133
	Iteration 2F: 3 clusters Score -590331.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -590447.000000 Penalty: 2794.661133
	Iteration 3Q: 3 clusters Score -590447 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -590544.687500 Penalty: 2794.661133
	Iteration 4Q: 3 clusters Score -590544.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -590625.187500 Penalty: 2794.661133
	Iteration 5Q: 3 clusters Score -590625.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -590686.875000 Penalty: 2794.661133
	Iteration 6Q: 3 clusters Score -590686.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -590738.812500 Penalty: 2794.661133
	Iteration 7Q: 3 clusters Score -590738.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -590785.937500 Penalty: 2794.661133
	Iteration 8Q: 3 clusters Score -590785.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -590827.250000 Penalty: 2794.661133
	Iteration 9Q: 3 clusters Score -590827.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -590872.500000 Penalty: 2794.661133
	Iteration 10Q: 3 clusters Score -590872.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -590915.375000 Penalty: 2794.661133
	Iteration 11Q: 3 clusters Score -590915.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -590951.375000 Penalty: 2794.661133
	Iteration 12Q: 3 clusters Score -590951.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -590986.187500 Penalty: 2794.661133
	Iteration 13Q: 3 clusters Score -590986.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -591021.000000 Penalty: 2794.661133
	Iteration 14Q: 3 clusters Score -591021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -591064.062500 Penalty: 2794.661133
	Iteration 15Q: 3 clusters Score -591064.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -591115.437500 Penalty: 2794.661133
	Iteration 16Q: 3 clusters Score -591115.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -591176.125000 Penalty: 2794.661133
	Iteration 17Q: 3 clusters Score -591176.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -591244.562500 Penalty: 2794.661133
	Iteration 18Q: 3 clusters Score -591244.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -591331.000000 Penalty: 2794.661133
	Iteration 19Q: 3 clusters Score -591331 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -591414.062500 Penalty: 2794.661133
	Iteration 20F: 3 clusters Score -591414.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -591470.562500 Penalty: 2794.661133
	Iteration 21Q: 3 clusters Score -591470.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -591504.000000 Penalty: 2794.661133
	Iteration 22Q: 3 clusters Score -591504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -591538.937500 Penalty: 2794.661133
	Iteration 23Q: 3 clusters Score -591538.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -591569.312500 Penalty: 2794.661133
	Iteration 24Q: 3 clusters Score -591569.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -591589.062500 Penalty: 2794.661133
	Iteration 25Q: 3 clusters Score -591589.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -591609.812500 Penalty: 2794.661133
	Iteration 26Q: 3 clusters Score -591609.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -591630.750000 Penalty: 2794.661133
	Iteration 27Q: 3 clusters Score -591630.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -591651.187500 Penalty: 2794.661133
	Iteration 28Q: 3 clusters Score -591651.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -591664.312500 Penalty: 2794.661133
	Iteration 29Q: 3 clusters Score -591664.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -591671.562500 Penalty: 2794.661133
	Iteration 30Q: 3 clusters Score -591671.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -591677.125000 Penalty: 2794.661133
	Iteration 31Q: 3 clusters Score -591677.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -591683.250000 Penalty: 2794.661133
	Iteration 32Q: 3 clusters Score -591683.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -591688.187500 Penalty: 2794.661133
	Iteration 33Q: 3 clusters Score -591688.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -591692.687500 Penalty: 2794.661133
	Iteration 34Q: 3 clusters Score -591692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -591696.625000 Penalty: 2794.661133
	Iteration 35Q: 3 clusters Score -591696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -591701.312500 Penalty: 2794.661133
	Iteration 36Q: 3 clusters Score -591701.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -591705.187500 Penalty: 2794.661133
	Iteration 37Q: 3 clusters Score -591705.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -591710.250000 Penalty: 2794.661133
	Iteration 38Q: 3 clusters Score -591710.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -591713.250000 Penalty: 2794.661133
	Iteration 39Q: 3 clusters Score -591713.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -591716.062500 Penalty: 2794.661133
	Iteration 40F: 3 clusters Score -591716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -591718.812500 Penalty: 2794.661133
	Iteration 41Q: 3 clusters Score -591718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -591721.312500 Penalty: 2794.661133
	Iteration 42Q: 3 clusters Score -591721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -591722.187500 Penalty: 2794.661133
	Iteration 43Q: 3 clusters Score -591722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -591724.875000 Penalty: 2794.661133
	Iteration 44Q: 3 clusters Score -591724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -591726.687500 Penalty: 2794.661133
	Iteration 45Q: 3 clusters Score -591726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -591727.437500 Penalty: 2794.661133
	Iteration 46Q: 3 clusters Score -591727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -591729.750000 Penalty: 2794.661133
	Iteration 47Q: 3 clusters Score -591729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -591730.312500 Penalty: 2794.661133
	Iteration 48Q: 3 clusters Score -591730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -591731.750000 Penalty: 2794.661133
	Iteration 49Q: 3 clusters Score -591731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -591731.750000 Penalty: 2794.661133
	Iteration 50F: 3 clusters Score -591731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Entering Unmasked Estep 
Score: -1511677.875000 Penalty: 1549.665283
	Iteration 0F: 2 clusters Score -1511678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1502036.125000 Penalty: 3099.330566
	Iteration 0F: 3 clusters Score -1502036 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1505385.500000 Penalty: 3099.330566
	Iteration 1F: 3 clusters Score -1505386 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1505592.125000 Penalty: 3099.330566
	Iteration 2Q: 3 clusters Score -1505592 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1505776.375000 Penalty: 3099.330566
	Iteration 3Q: 3 clusters Score -1505776 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1505951.625000 Penalty: 3099.330566
	Iteration 4Q: 3 clusters Score -1505952 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1506127.750000 Penalty: 3099.330566
	Iteration 5Q: 3 clusters Score -1506128 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1506317.250000 Penalty: 3099.330566
	Iteration 6Q: 3 clusters Score -1506317 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1506546.375000 Penalty: 3099.330566
	Iteration 7Q: 3 clusters Score -1506546 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1506842.875000 Penalty: 3099.330566
	Iteration 8Q: 3 clusters Score -1506843 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1507217.000000 Penalty: 3099.330566
	Iteration 9Q: 3 clusters Score -1507217 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1507644.250000 Penalty: 3099.330566
	Iteration 10Q: 3 clusters Score -1507644 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1508113.125000 Penalty: 3099.330566
	Iteration 11Q: 3 clusters Score -1508113 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1508554.625000 Penalty: 3099.330566
	Iteration 12Q: 3 clusters Score -1508555 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1508918.625000 Penalty: 3099.330566
	Iteration 13Q: 3 clusters Score -1508919 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1509199.500000 Penalty: 3099.330566
	Iteration 14Q: 3 clusters Score -1509200 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1509409.750000 Penalty: 3099.330566
	Iteration 15Q: 3 clusters Score -1509410 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1509572.375000 Penalty: 3099.330566
	Iteration 16Q: 3 clusters Score -1509572 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1509713.750000 Penalty: 3099.330566
	Iteration 17Q: 3 clusters Score -1509714 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1509820.500000 Penalty: 3099.330566
	Iteration 18Q: 3 clusters Score -1509820 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1509923.375000 Penalty: 3099.330566
	Iteration 19Q: 3 clusters Score -1509923 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1510003.125000 Penalty: 3099.330566
	Iteration 20F: 3 clusters Score -1510003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1510073.250000 Penalty: 3099.330566
	Iteration 21Q: 3 clusters Score -1510073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1510138.625000 Penalty: 3099.330566
	Iteration 22Q: 3 clusters Score -1510139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1510186.250000 Penalty: 3099.330566
	Iteration 23Q: 3 clusters Score -1510186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1510227.375000 Penalty: 3099.330566
	Iteration 24Q: 3 clusters Score -1510227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1510259.500000 Penalty: 3099.330566
	Iteration 25Q: 3 clusters Score -1510260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1510279.875000 Penalty: 3099.330566
	Iteration 26Q: 3 clusters Score -1510280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1510299.750000 Penalty: 3099.330566
	Iteration 27Q: 3 clusters Score -1510300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1510315.375000 Penalty: 3099.330566
	Iteration 28Q: 3 clusters Score -1510315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1510333.250000 Penalty: 3099.330566
	Iteration 29Q: 3 clusters Score -1510333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1510346.250000 Penalty: 3099.330566
	Iteration 30Q: 3 clusters Score -1510346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1510356.250000 Penalty: 3099.330566
	Iteration 31Q: 3 clusters Score -1510356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1510365.875000 Penalty: 3099.330566
	Iteration 32Q: 3 clusters Score -1510366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1510378.750000 Penalty: 3099.330566
	Iteration 33Q: 3 clusters Score -1510379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1510388.250000 Penalty: 3099.330566
	Iteration 34Q: 3 clusters Score -1510388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1510392.875000 Penalty: 3099.330566
	Iteration 35Q: 3 clusters Score -1510393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1510401.875000 Penalty: 3099.330566
	Iteration 36Q: 3 clusters Score -1510402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1510408.125000 Penalty: 3099.330566
	Iteration 37Q: 3 clusters Score -1510408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1510413.000000 Penalty: 3099.330566
	Iteration 38Q: 3 clusters Score -1510413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1510415.750000 Penalty: 3099.330566
	Iteration 39Q: 3 clusters Score -1510416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1510415.500000 Penalty: 3099.330566
	Iteration 40F: 3 clusters Score -1510416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1510417.000000 Penalty: 3099.330566
	Iteration 41Q: 3 clusters Score -1510417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1510417.000000 Penalty: 3099.330566
	Iteration 42Q: 3 clusters Score -1510417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1510416.000000 Penalty: 3099.330566
	Iteration 43Q: 3 clusters Score -1510416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1510418.250000 Penalty: 3099.330566
	Iteration 44Q: 3 clusters Score -1510418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1510417.250000 Penalty: 3099.330566
	Iteration 45Q: 3 clusters Score -1510417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1510418.500000 Penalty: 3099.330566
	Iteration 46Q: 3 clusters Score -1510418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1510420.500000 Penalty: 3099.330566
	Iteration 47Q: 3 clusters Score -1510420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1510424.875000 Penalty: 3099.330566
	Iteration 48Q: 3 clusters Score -1510425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1510429.000000 Penalty: 3099.330566
	Iteration 49Q: 3 clusters Score -1510429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1510431.125000 Penalty: 3099.330566
	Iteration 50Q: 3 clusters Score -1510431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1510435.875000 Penalty: 3099.330566
	Iteration 51Q: 3 clusters Score -1510436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1510437.625000 Penalty: 3099.330566
	Iteration 52Q: 3 clusters Score -1510438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1510445.750000 Penalty: 3099.330566
	Iteration 53Q: 3 clusters Score -1510446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1510447.625000 Penalty: 3099.330566
	Iteration 54Q: 3 clusters Score -1510448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1510449.125000 Penalty: 3099.330566
	Iteration 55Q: 3 clusters Score -1510449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1510449.125000 Penalty: 3099.330566
	Iteration 56F: 3 clusters Score -1510449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -19205.566406 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -19205.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18536.085938 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -18536.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18851.906250 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -18851.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18970.294922 Penalty: 1815.855835
	Iteration 2F: 3 clusters Score -18970.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19022.503906 Penalty: 1815.855835
	Iteration 3Q: 3 clusters Score -19022.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19040.220703 Penalty: 1815.855835
	Iteration 4Q: 3 clusters Score -19040.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19044.798828 Penalty: 1815.855835
	Iteration 5Q: 3 clusters Score -19044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19051.041016 Penalty: 1815.855835
	Iteration 6Q: 3 clusters Score -19051.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19052.896484 Penalty: 1815.855835
	Iteration 7Q: 3 clusters Score -19052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19052.896484 Penalty: 1815.855835
	Iteration 8F: 3 clusters Score -19052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -272691.437500 Penalty: 1290.633911
	Iteration 0F: 2 clusters Score -272691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -270082.000000 Penalty: 2581.267822
	Iteration 0F: 3 clusters Score -270082 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -270819.375000 Penalty: 2581.267822
	Iteration 1F: 3 clusters Score -270819.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271079.000000 Penalty: 2581.267822
	Iteration 2F: 3 clusters Score -271079 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -271273.125000 Penalty: 2581.267822
	Iteration 3F: 3 clusters Score -271273.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -271445.187500 Penalty: 2581.267822
	Iteration 4F: 3 clusters Score -271445.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -271631.843750 Penalty: 2581.267822
	Iteration 5F: 3 clusters Score -271631.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -271852.531250 Penalty: 2581.267822
	Iteration 6F: 3 clusters Score -271852.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -272049.281250 Penalty: 2581.267822
	Iteration 7F: 3 clusters Score -272049.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -272163.812500 Penalty: 2581.267822
	Iteration 8Q: 3 clusters Score -272163.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -272209.312500 Penalty: 2581.267822
	Iteration 9Q: 3 clusters Score -272209.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -272235.281250 Penalty: 2581.267822
	Iteration 10Q: 3 clusters Score -272235.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -272253.468750 Penalty: 2581.267822
	Iteration 11Q: 3 clusters Score -272253.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -272263.812500 Penalty: 2581.267822
	Iteration 12Q: 3 clusters Score -272263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -272269.250000 Penalty: 2581.267822
	Iteration 13Q: 3 clusters Score -272269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -272272.875000 Penalty: 2581.267822
	Iteration 14Q: 3 clusters Score -272272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -272276.375000 Penalty: 2581.267822
	Iteration 15Q: 3 clusters Score -272276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -272277.718750 Penalty: 2581.267822
	Iteration 16Q: 3 clusters Score -272277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -272278.281250 Penalty: 2581.267822
	Iteration 17Q: 3 clusters Score -272278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -272278.968750 Penalty: 2581.267822
	Iteration 18Q: 3 clusters Score -272279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -272279.468750 Penalty: 2581.267822
	Iteration 19Q: 3 clusters Score -272279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -272281.156250 Penalty: 2581.267822
	Iteration 20F: 3 clusters Score -272281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -272282.031250 Penalty: 2581.267822
	Iteration 21Q: 3 clusters Score -272282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -272282.406250 Penalty: 2581.267822
	Iteration 22Q: 3 clusters Score -272282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -272282.406250 Penalty: 2581.267822
	Iteration 23F: 3 clusters Score -272282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Entering Unmasked Estep 
Score: -9771358.000000 Penalty: 1853.449097
	Iteration 0F: 2 clusters Score -9771358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -9711026.000000 Penalty: 3706.898193
	Iteration 0F: 3 clusters Score -9711026 nChanged 42865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -9735737.000000 Penalty: 3706.898193
	Iteration 1F: 3 clusters Score -9735737 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -9736399.000000 Penalty: 3706.898193
	Iteration 2Q: 3 clusters Score -9736399 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -9737623.000000 Penalty: 3706.898193
	Iteration 3Q: 3 clusters Score -9737623 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -9739703.000000 Penalty: 3706.898193
	Iteration 4F: 3 clusters Score -9739703 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -9743506.000000 Penalty: 3706.898193
	Iteration 5F: 3 clusters Score -9743506 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -9749745.000000 Penalty: 3706.898193
	Iteration 6F: 3 clusters Score -9749745 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -9757429.000000 Penalty: 3706.898193
	Iteration 7F: 3 clusters Score -9757429 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -9763530.000000 Penalty: 3706.898193
	Iteration 8F: 3 clusters Score -9763530 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9766937.000000 Penalty: 3706.898193
	Iteration 9Q: 3 clusters Score -9766937 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9768503.000000 Penalty: 3706.898193
	Iteration 10Q: 3 clusters Score -9768503 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9769161.000000 Penalty: 3706.898193
	Iteration 11Q: 3 clusters Score -9769161 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9769469.000000 Penalty: 3706.898193
	Iteration 12Q: 3 clusters Score -9769469 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9769582.000000 Penalty: 3706.898193
	Iteration 13Q: 3 clusters Score -9769582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9769640.000000 Penalty: 3706.898193
	Iteration 14Q: 3 clusters Score -9769640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9769667.000000 Penalty: 3706.898193
	Iteration 15Q: 3 clusters Score -9769667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9769676.000000 Penalty: 3706.898193
	Iteration 16Q: 3 clusters Score -9769676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9769689.000000 Penalty: 3706.898193
	Iteration 17Q: 3 clusters Score -9769689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9769693.000000 Penalty: 3706.898193
	Iteration 18Q: 3 clusters Score -9769693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9769701.000000 Penalty: 3706.898193
	Iteration 19Q: 3 clusters Score -9769701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9769706.000000 Penalty: 3706.898193
	Iteration 20F: 3 clusters Score -9769706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9769709.000000 Penalty: 3706.898193
	Iteration 21Q: 3 clusters Score -9769709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9769711.000000 Penalty: 3706.898193
	Iteration 22Q: 3 clusters Score -9769711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9769705.000000 Penalty: 3706.898193
	Iteration 23Q: 3 clusters Score -9769705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9769709.000000 Penalty: 3706.898193
	Iteration 24Q: 3 clusters Score -9769709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9769705.000000 Penalty: 3706.898193
	Iteration 25Q: 3 clusters Score -9769705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9769705.000000 Penalty: 3706.898193
	Iteration 26F: 3 clusters Score -9769705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179556 members 
Entering Unmasked Estep 
Score: -19437126.000000 Penalty: 1965.964478
	Iteration 0F: 2 clusters Score -1.943713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -19337996.000000 Penalty: 3931.928955
	Iteration 0F: 3 clusters Score -1.9338e+07 nChanged 86991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -19388152.000000 Penalty: 3931.928955
	Iteration 1F: 3 clusters Score -1.938815e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -19388920.000000 Penalty: 3931.928955
	Iteration 2Q: 3 clusters Score -1.938892e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -19389944.000000 Penalty: 3931.928955
	Iteration 3Q: 3 clusters Score -1.938994e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -19391292.000000 Penalty: 3931.928955
	Iteration 4Q: 3 clusters Score -1.939129e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -19393406.000000 Penalty: 3931.928955
	Iteration 5Q: 3 clusters Score -1.939341e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -19396780.000000 Penalty: 3931.928955
	Iteration 6Q: 3 clusters Score -1.939678e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101227 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -19402398.000000 Penalty: 3931.928955
	Iteration 7F: 3 clusters Score -1.94024e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -19411272.000000 Penalty: 3931.928955
	Iteration 8F: 3 clusters Score -1.941127e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -19419916.000000 Penalty: 3931.928955
	Iteration 9F: 3 clusters Score -1.941992e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -19423388.000000 Penalty: 3931.928955
	Iteration 10F: 3 clusters Score -1.942339e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -19424188.000000 Penalty: 3931.928955
	Iteration 11Q: 3 clusters Score -1.942419e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -19424456.000000 Penalty: 3931.928955
	Iteration 12Q: 3 clusters Score -1.942446e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -19424700.000000 Penalty: 3931.928955
	Iteration 13Q: 3 clusters Score -1.94247e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -19424930.000000 Penalty: 3931.928955
	Iteration 14Q: 3 clusters Score -1.942493e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -19425172.000000 Penalty: 3931.928955
	Iteration 15Q: 3 clusters Score -1.942517e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -19425480.000000 Penalty: 3931.928955
	Iteration 16Q: 3 clusters Score -1.942548e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -19425782.000000 Penalty: 3931.928955
	Iteration 17Q: 3 clusters Score -1.942578e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -19426002.000000 Penalty: 3931.928955
	Iteration 18Q: 3 clusters Score -1.9426e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -19426348.000000 Penalty: 3931.928955
	Iteration 19Q: 3 clusters Score -1.942635e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -19426826.000000 Penalty: 3931.928955
	Iteration 20F: 3 clusters Score -1.942683e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -19427194.000000 Penalty: 3931.928955
	Iteration 21Q: 3 clusters Score -1.942719e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -19427752.000000 Penalty: 3931.928955
	Iteration 22Q: 3 clusters Score -1.942775e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -19428268.000000 Penalty: 3931.928955
	Iteration 23Q: 3 clusters Score -1.942827e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87892 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -19429018.000000 Penalty: 3931.928955
	Iteration 24Q: 3 clusters Score -1.942902e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -19429660.000000 Penalty: 3931.928955
	Iteration 25Q: 3 clusters Score -1.942966e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -19430368.000000 Penalty: 3931.928955
	Iteration 26Q: 3 clusters Score -1.943037e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -19431094.000000 Penalty: 3931.928955
	Iteration 27Q: 3 clusters Score -1.943109e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -19431818.000000 Penalty: 3931.928955
	Iteration 28Q: 3 clusters Score -1.943182e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -19432718.000000 Penalty: 3931.928955
	Iteration 29Q: 3 clusters Score -1.943272e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -19433610.000000 Penalty: 3931.928955
	Iteration 30Q: 3 clusters Score -1.943361e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -19434434.000000 Penalty: 3931.928955
	Iteration 31Q: 3 clusters Score -1.943443e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -19435328.000000 Penalty: 3931.928955
	Iteration 32Q: 3 clusters Score -1.943533e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -19436230.000000 Penalty: 3931.928955
	Iteration 33Q: 3 clusters Score -1.943623e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -19437138.000000 Penalty: 3931.928955
	Iteration 34Q: 3 clusters Score -1.943714e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -19437908.000000 Penalty: 3931.928955
	Iteration 35Q: 3 clusters Score -1.943791e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -19438836.000000 Penalty: 3931.928955
	Iteration 36Q: 3 clusters Score -1.943884e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -19439496.000000 Penalty: 3931.928955
	Iteration 37Q: 3 clusters Score -1.94395e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -19440104.000000 Penalty: 3931.928955
	Iteration 38Q: 3 clusters Score -1.94401e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -19440572.000000 Penalty: 3931.928955
	Iteration 39Q: 3 clusters Score -1.944057e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -19441110.000000 Penalty: 3931.928955
	Iteration 40F: 3 clusters Score -1.944111e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -19441486.000000 Penalty: 3931.928955
	Iteration 41Q: 3 clusters Score -1.944149e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -19441820.000000 Penalty: 3931.928955
	Iteration 42Q: 3 clusters Score -1.944182e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -19441958.000000 Penalty: 3931.928955
	Iteration 43Q: 3 clusters Score -1.944196e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -19442096.000000 Penalty: 3931.928955
	Iteration 44Q: 3 clusters Score -1.94421e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -19442154.000000 Penalty: 3931.928955
	Iteration 45Q: 3 clusters Score -1.944215e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 89157 members 
Entering Unmasked Estep 
Score: -19442156.000000 Penalty: 3931.928955
	Iteration 46Q: 3 clusters Score -1.944216e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -19442218.000000 Penalty: 3931.928955
	Iteration 47Q: 3 clusters Score -1.944222e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -19442182.000000 Penalty: 3931.928955
	Iteration 48Q: 3 clusters Score -1.944218e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -19442184.000000 Penalty: 3931.928955
	Iteration 49Q: 3 clusters Score -1.944218e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -19442212.000000 Penalty: 3931.928955
	Iteration 50Q: 3 clusters Score -1.944221e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -19442192.000000 Penalty: 3931.928955
	Iteration 51Q: 3 clusters Score -1.944219e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -19442220.000000 Penalty: 3931.928955
	Iteration 52Q: 3 clusters Score -1.944222e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -19442260.000000 Penalty: 3931.928955
	Iteration 53Q: 3 clusters Score -1.944226e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -19442128.000000 Penalty: 3931.928955
	Iteration 54Q: 3 clusters Score -1.944213e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -19442066.000000 Penalty: 3931.928955
	Iteration 55Q: 3 clusters Score -1.944207e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -19442154.000000 Penalty: 3931.928955
	Iteration 56Q: 3 clusters Score -1.944215e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -19442180.000000 Penalty: 3931.928955
	Iteration 57Q: 3 clusters Score -1.944218e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -19442184.000000 Penalty: 3931.928955
	Iteration 58Q: 3 clusters Score -1.944218e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 81542 members 
Entering Unmasked Estep 
Score: -19442228.000000 Penalty: 3931.928955
	Iteration 59Q: 3 clusters Score -1.944223e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -19442158.000000 Penalty: 3931.928955
	Iteration 60F: 3 clusters Score -1.944216e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -19442066.000000 Penalty: 3931.928955
	Iteration 61Q: 3 clusters Score -1.944207e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -19442092.000000 Penalty: 3931.928955
	Iteration 62Q: 3 clusters Score -1.944209e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -19441942.000000 Penalty: 3931.928955
	Iteration 63Q: 3 clusters Score -1.944194e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -19441850.000000 Penalty: 3931.928955
	Iteration 64Q: 3 clusters Score -1.944185e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -19441822.000000 Penalty: 3931.928955
	Iteration 65Q: 3 clusters Score -1.944182e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -19441902.000000 Penalty: 3931.928955
	Iteration 66Q: 3 clusters Score -1.94419e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -19441896.000000 Penalty: 3931.928955
	Iteration 67Q: 3 clusters Score -1.94419e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
Score: -19441852.000000 Penalty: 3931.928955
	Iteration 68Q: 3 clusters Score -1.944185e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -19441766.000000 Penalty: 3931.928955
	Iteration 69Q: 3 clusters Score -1.944177e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111424 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -19441690.000000 Penalty: 3931.928955
	Iteration 70Q: 3 clusters Score -1.944169e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -19441642.000000 Penalty: 3931.928955
	Iteration 71Q: 3 clusters Score -1.944164e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -19441628.000000 Penalty: 3931.928955
	Iteration 72Q: 3 clusters Score -1.944163e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -19441734.000000 Penalty: 3931.928955
	Iteration 73Q: 3 clusters Score -1.944173e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118164 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -19441754.000000 Penalty: 3931.928955
	Iteration 74Q: 3 clusters Score -1.944175e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120076 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -19441614.000000 Penalty: 3931.928955
	Iteration 75Q: 3 clusters Score -1.944161e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122036 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -19441602.000000 Penalty: 3931.928955
	Iteration 76Q: 3 clusters Score -1.94416e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124021 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -19441590.000000 Penalty: 3931.928955
	Iteration 77Q: 3 clusters Score -1.944159e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125971 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -19441566.000000 Penalty: 3931.928955
	Iteration 78Q: 3 clusters Score -1.944157e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -19441528.000000 Penalty: 3931.928955
	Iteration 79Q: 3 clusters Score -1.944153e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -19441630.000000 Penalty: 3931.928955
	Iteration 80F: 3 clusters Score -1.944163e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132146 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -19441670.000000 Penalty: 3931.928955
	Iteration 81Q: 3 clusters Score -1.944167e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134328 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -19441718.000000 Penalty: 3931.928955
	Iteration 82Q: 3 clusters Score -1.944172e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -19441856.000000 Penalty: 3931.928955
	Iteration 83Q: 3 clusters Score -1.944186e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139126 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -19441890.000000 Penalty: 3931.928955
	Iteration 84Q: 3 clusters Score -1.944189e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -19442064.000000 Penalty: 3931.928955
	Iteration 85Q: 3 clusters Score -1.944206e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -19442154.000000 Penalty: 3931.928955
	Iteration 86Q: 3 clusters Score -1.944215e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -19442092.000000 Penalty: 3931.928955
	Iteration 87Q: 3 clusters Score -1.944209e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148821 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -19442242.000000 Penalty: 3931.928955
	Iteration 88Q: 3 clusters Score -1.944224e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151021 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -19442198.000000 Penalty: 3931.928955
	Iteration 89Q: 3 clusters Score -1.94422e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153133 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -19441918.000000 Penalty: 3931.928955
	Iteration 90Q: 3 clusters Score -1.944192e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -19441958.000000 Penalty: 3931.928955
	Iteration 91Q: 3 clusters Score -1.944196e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -19441980.000000 Penalty: 3931.928955
	Iteration 92Q: 3 clusters Score -1.944198e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -19442012.000000 Penalty: 3931.928955
	Iteration 93Q: 3 clusters Score -1.944201e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -19442100.000000 Penalty: 3931.928955
	Iteration 94Q: 3 clusters Score -1.94421e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162100 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -19442198.000000 Penalty: 3931.928955
	Iteration 95Q: 3 clusters Score -1.94422e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163509 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -19442286.000000 Penalty: 3931.928955
	Iteration 96Q: 3 clusters Score -1.944229e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164800 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -19442424.000000 Penalty: 3931.928955
	Iteration 97Q: 3 clusters Score -1.944242e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166006 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -19442422.000000 Penalty: 3931.928955
	Iteration 98Q: 3 clusters Score -1.944242e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167046 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -19442438.000000 Penalty: 3931.928955
	Iteration 99Q: 3 clusters Score -1.944244e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -19442532.000000 Penalty: 3931.928955
	Iteration 100F: 3 clusters Score -1.944253e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169008 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -19442320.000000 Penalty: 3931.928955
	Iteration 101Q: 3 clusters Score -1.944232e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169897 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -19441892.000000 Penalty: 3931.928955
	Iteration 102Q: 3 clusters Score -1.944189e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170696 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -19441688.000000 Penalty: 3931.928955
	Iteration 103Q: 3 clusters Score -1.944169e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171376 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -19441388.000000 Penalty: 3931.928955
	Iteration 104Q: 3 clusters Score -1.944139e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171982 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -19441144.000000 Penalty: 3931.928955
	Iteration 105Q: 3 clusters Score -1.944114e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -19440890.000000 Penalty: 3931.928955
	Iteration 106Q: 3 clusters Score -1.944089e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172953 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -19440654.000000 Penalty: 3931.928955
	Iteration 107Q: 3 clusters Score -1.944065e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173396 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -19440424.000000 Penalty: 3931.928955
	Iteration 108Q: 3 clusters Score -1.944042e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173774 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -19440326.000000 Penalty: 3931.928955
	Iteration 109Q: 3 clusters Score -1.944033e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174138 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -19440170.000000 Penalty: 3931.928955
	Iteration 110Q: 3 clusters Score -1.944017e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174475 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -19439900.000000 Penalty: 3931.928955
	Iteration 111Q: 3 clusters Score -1.94399e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -19439604.000000 Penalty: 3931.928955
	Iteration 112Q: 3 clusters Score -1.94396e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -19439448.000000 Penalty: 3931.928955
	Iteration 113Q: 3 clusters Score -1.943945e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175246 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -19439268.000000 Penalty: 3931.928955
	Iteration 114Q: 3 clusters Score -1.943927e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19439078.000000 Penalty: 3931.928955
	Iteration 115Q: 3 clusters Score -1.943908e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175633 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -19438954.000000 Penalty: 3931.928955
	Iteration 116Q: 3 clusters Score -1.943895e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -19438778.000000 Penalty: 3931.928955
	Iteration 117Q: 3 clusters Score -1.943878e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -19438634.000000 Penalty: 3931.928955
	Iteration 118Q: 3 clusters Score -1.943863e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176125 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -19438460.000000 Penalty: 3931.928955
	Iteration 119Q: 3 clusters Score -1.943846e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176271 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -19438320.000000 Penalty: 3931.928955
	Iteration 120F: 3 clusters Score -1.943832e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176413 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -19438176.000000 Penalty: 3931.928955
	Iteration 121Q: 3 clusters Score -1.943818e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176530 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19438094.000000 Penalty: 3931.928955
	Iteration 122Q: 3 clusters Score -1.943809e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -19437988.000000 Penalty: 3931.928955
	Iteration 123Q: 3 clusters Score -1.943799e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176754 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19437956.000000 Penalty: 3931.928955
	Iteration 124Q: 3 clusters Score -1.943796e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176863 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19437808.000000 Penalty: 3931.928955
	Iteration 125Q: 3 clusters Score -1.943781e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176949 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19437740.000000 Penalty: 3931.928955
	Iteration 126Q: 3 clusters Score -1.943774e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177034 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19437690.000000 Penalty: 3931.928955
	Iteration 127Q: 3 clusters Score -1.943769e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177096 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -19437594.000000 Penalty: 3931.928955
	Iteration 128Q: 3 clusters Score -1.943759e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177166 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19437506.000000 Penalty: 3931.928955
	Iteration 129Q: 3 clusters Score -1.943751e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19437430.000000 Penalty: 3931.928955
	Iteration 130Q: 3 clusters Score -1.943743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177280 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -19437384.000000 Penalty: 3931.928955
	Iteration 131Q: 3 clusters Score -1.943738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -19437342.000000 Penalty: 3931.928955
	Iteration 132Q: 3 clusters Score -1.943734e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177383 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -19437328.000000 Penalty: 3931.928955
	Iteration 133Q: 3 clusters Score -1.943733e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -19437282.000000 Penalty: 3931.928955
	Iteration 134Q: 3 clusters Score -1.943728e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -19437202.000000 Penalty: 3931.928955
	Iteration 135Q: 3 clusters Score -1.94372e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -19437198.000000 Penalty: 3931.928955
	Iteration 136Q: 3 clusters Score -1.94372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177600 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -19437184.000000 Penalty: 3931.928955
	Iteration 137Q: 3 clusters Score -1.943718e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177642 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19437162.000000 Penalty: 3931.928955
	Iteration 138Q: 3 clusters Score -1.943716e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19437110.000000 Penalty: 3931.928955
	Iteration 139Q: 3 clusters Score -1.943711e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -19437040.000000 Penalty: 3931.928955
	Iteration 140F: 3 clusters Score -1.943704e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19437000.000000 Penalty: 3931.928955
	Iteration 141Q: 3 clusters Score -1.9437e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177852 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19436988.000000 Penalty: 3931.928955
	Iteration 142Q: 3 clusters Score -1.943699e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19436962.000000 Penalty: 3931.928955
	Iteration 143Q: 3 clusters Score -1.943696e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177953 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19436920.000000 Penalty: 3931.928955
	Iteration 144Q: 3 clusters Score -1.943692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177997 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -19436860.000000 Penalty: 3931.928955
	Iteration 145Q: 3 clusters Score -1.943686e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178042 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -19436848.000000 Penalty: 3931.928955
	Iteration 146Q: 3 clusters Score -1.943685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178086 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -19436806.000000 Penalty: 3931.928955
	Iteration 147Q: 3 clusters Score -1.943681e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19436788.000000 Penalty: 3931.928955
	Iteration 148Q: 3 clusters Score -1.943679e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178187 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19436760.000000 Penalty: 3931.928955
	Iteration 149Q: 3 clusters Score -1.943676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178235 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -19436740.000000 Penalty: 3931.928955
	Iteration 150Q: 3 clusters Score -1.943674e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178288 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19436688.000000 Penalty: 3931.928955
	Iteration 151Q: 3 clusters Score -1.943669e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178333 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19436662.000000 Penalty: 3931.928955
	Iteration 152Q: 3 clusters Score -1.943666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178365 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19436658.000000 Penalty: 3931.928955
	Iteration 153Q: 3 clusters Score -1.943666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19436616.000000 Penalty: 3931.928955
	Iteration 154Q: 3 clusters Score -1.943662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19436608.000000 Penalty: 3931.928955
	Iteration 155Q: 3 clusters Score -1.943661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178430 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -19436594.000000 Penalty: 3931.928955
	Iteration 156Q: 3 clusters Score -1.943659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19436614.000000 Penalty: 3931.928955
	Iteration 157Q: 3 clusters Score -1.943661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19436598.000000 Penalty: 3931.928955
	Iteration 158Q: 3 clusters Score -1.94366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -19436580.000000 Penalty: 3931.928955
	Iteration 159Q: 3 clusters Score -1.943658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178512 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19436572.000000 Penalty: 3931.928955
	Iteration 160F: 3 clusters Score -1.943657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19436532.000000 Penalty: 3931.928955
	Iteration 161Q: 3 clusters Score -1.943653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178559 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -19436522.000000 Penalty: 3931.928955
	Iteration 162Q: 3 clusters Score -1.943652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178577 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19436508.000000 Penalty: 3931.928955
	Iteration 163Q: 3 clusters Score -1.943651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19436508.000000 Penalty: 3931.928955
	Iteration 164Q: 3 clusters Score -1.943651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19436484.000000 Penalty: 3931.928955
	Iteration 165Q: 3 clusters Score -1.943648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178616 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -19436476.000000 Penalty: 3931.928955
	Iteration 166Q: 3 clusters Score -1.943648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178633 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -19436448.000000 Penalty: 3931.928955
	Iteration 167Q: 3 clusters Score -1.943645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178651 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19436438.000000 Penalty: 3931.928955
	Iteration 168Q: 3 clusters Score -1.943644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178661 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19436438.000000 Penalty: 3931.928955
	Iteration 169Q: 3 clusters Score -1.943644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178667 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19436436.000000 Penalty: 3931.928955
	Iteration 170Q: 3 clusters Score -1.943644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178672 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19436426.000000 Penalty: 3931.928955
	Iteration 171Q: 3 clusters Score -1.943643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178677 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19436432.000000 Penalty: 3931.928955
	Iteration 172Q: 3 clusters Score -1.943643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178682 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19436420.000000 Penalty: 3931.928955
	Iteration 173Q: 3 clusters Score -1.943642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178690 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19436428.000000 Penalty: 3931.928955
	Iteration 174Q: 3 clusters Score -1.943643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -19436404.000000 Penalty: 3931.928955
	Iteration 175Q: 3 clusters Score -1.94364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19436410.000000 Penalty: 3931.928955
	Iteration 176Q: 3 clusters Score -1.943641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19436416.000000 Penalty: 3931.928955
	Iteration 177Q: 3 clusters Score -1.943642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19436414.000000 Penalty: 3931.928955
	Iteration 178Q: 3 clusters Score -1.943641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -19436404.000000 Penalty: 3931.928955
	Iteration 179Q: 3 clusters Score -1.94364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178752 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -19436402.000000 Penalty: 3931.928955
	Iteration 180F: 3 clusters Score -1.94364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19436390.000000 Penalty: 3931.928955
	Iteration 181Q: 3 clusters Score -1.943639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19436378.000000 Penalty: 3931.928955
	Iteration 182Q: 3 clusters Score -1.943638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178792 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -19436378.000000 Penalty: 3931.928955
	Iteration 183Q: 3 clusters Score -1.943638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19436362.000000 Penalty: 3931.928955
	Iteration 184Q: 3 clusters Score -1.943636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178816 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19436344.000000 Penalty: 3931.928955
	Iteration 185Q: 3 clusters Score -1.943634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19436350.000000 Penalty: 3931.928955
	Iteration 186Q: 3 clusters Score -1.943635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178839 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19436346.000000 Penalty: 3931.928955
	Iteration 187Q: 3 clusters Score -1.943635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -19436326.000000 Penalty: 3931.928955
	Iteration 188Q: 3 clusters Score -1.943633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -19436288.000000 Penalty: 3931.928955
	Iteration 189Q: 3 clusters Score -1.943629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -19436300.000000 Penalty: 3931.928955
	Iteration 190Q: 3 clusters Score -1.94363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178857 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -19436302.000000 Penalty: 3931.928955
	Iteration 191Q: 3 clusters Score -1.94363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -19436280.000000 Penalty: 3931.928955
	Iteration 192Q: 3 clusters Score -1.943628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19436284.000000 Penalty: 3931.928955
	Iteration 193Q: 3 clusters Score -1.943628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178867 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -19436288.000000 Penalty: 3931.928955
	Iteration 194Q: 3 clusters Score -1.943629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178871 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19436284.000000 Penalty: 3931.928955
	Iteration 195Q: 3 clusters Score -1.943628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178874 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19436280.000000 Penalty: 3931.928955
	Iteration 196Q: 3 clusters Score -1.943628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178877 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -19436276.000000 Penalty: 3931.928955
	Iteration 197Q: 3 clusters Score -1.943628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178880 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19436276.000000 Penalty: 3931.928955
	Iteration 198Q: 3 clusters Score -1.943628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -19436272.000000 Penalty: 3931.928955
	Iteration 199Q: 3 clusters Score -1.943627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178889 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19436266.000000 Penalty: 3931.928955
	Iteration 200F: 3 clusters Score -1.943627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19436238.000000 Penalty: 3931.928955
	Iteration 201Q: 3 clusters Score -1.943624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19436238.000000 Penalty: 3931.928955
	Iteration 202Q: 3 clusters Score -1.943624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178897 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19436234.000000 Penalty: 3931.928955
	Iteration 203Q: 3 clusters Score -1.943623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19436238.000000 Penalty: 3931.928955
	Iteration 204Q: 3 clusters Score -1.943624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19436244.000000 Penalty: 3931.928955
	Iteration 205Q: 3 clusters Score -1.943624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178907 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -19436240.000000 Penalty: 3931.928955
	Iteration 206Q: 3 clusters Score -1.943624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178908 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19436240.000000 Penalty: 3931.928955
	Iteration 207Q: 3 clusters Score -1.943624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178908 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19436240.000000 Penalty: 3931.928955
	Iteration 208F: 3 clusters Score -1.943624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Entering Unmasked Estep 
Score: -2359243.750000 Penalty: 1625.099854
	Iteration 0F: 2 clusters Score -2359244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2344291.750000 Penalty: 3250.199707
	Iteration 0F: 3 clusters Score -2344292 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2350101.000000 Penalty: 3250.199707
	Iteration 1F: 3 clusters Score -2350101 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2350916.000000 Penalty: 3250.199707
	Iteration 2F: 3 clusters Score -2350916 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2351820.500000 Penalty: 3250.199707
	Iteration 3F: 3 clusters Score -2351820 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2352748.500000 Penalty: 3250.199707
	Iteration 4F: 3 clusters Score -2352748 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2353624.250000 Penalty: 3250.199707
	Iteration 5F: 3 clusters Score -2353624 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2354356.500000 Penalty: 3250.199707
	Iteration 6F: 3 clusters Score -2354356 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2355039.000000 Penalty: 3250.199707
	Iteration 7F: 3 clusters Score -2355039 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2355641.500000 Penalty: 3250.199707
	Iteration 8Q: 3 clusters Score -2355642 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2356048.750000 Penalty: 3250.199707
	Iteration 9Q: 3 clusters Score -2356049 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2356349.750000 Penalty: 3250.199707
	Iteration 10Q: 3 clusters Score -2356350 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2356570.750000 Penalty: 3250.199707
	Iteration 11Q: 3 clusters Score -2356571 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2356762.000000 Penalty: 3250.199707
	Iteration 12Q: 3 clusters Score -2356762 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2356937.750000 Penalty: 3250.199707
	Iteration 13Q: 3 clusters Score -2356938 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2357092.250000 Penalty: 3250.199707
	Iteration 14Q: 3 clusters Score -2357092 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2357263.250000 Penalty: 3250.199707
	Iteration 15Q: 3 clusters Score -2357263 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2357409.000000 Penalty: 3250.199707
	Iteration 16Q: 3 clusters Score -2357409 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2357567.250000 Penalty: 3250.199707
	Iteration 17Q: 3 clusters Score -2357567 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2357708.000000 Penalty: 3250.199707
	Iteration 18Q: 3 clusters Score -2357708 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2357843.000000 Penalty: 3250.199707
	Iteration 19Q: 3 clusters Score -2357843 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2357942.750000 Penalty: 3250.199707
	Iteration 20F: 3 clusters Score -2357943 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2358023.250000 Penalty: 3250.199707
	Iteration 21Q: 3 clusters Score -2358023 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2358110.250000 Penalty: 3250.199707
	Iteration 22Q: 3 clusters Score -2358110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2358164.750000 Penalty: 3250.199707
	Iteration 23Q: 3 clusters Score -2358165 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2358224.750000 Penalty: 3250.199707
	Iteration 24Q: 3 clusters Score -2358225 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2358273.500000 Penalty: 3250.199707
	Iteration 25Q: 3 clusters Score -2358274 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2358314.000000 Penalty: 3250.199707
	Iteration 26Q: 3 clusters Score -2358314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2358343.750000 Penalty: 3250.199707
	Iteration 27Q: 3 clusters Score -2358344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2358381.000000 Penalty: 3250.199707
	Iteration 28Q: 3 clusters Score -2358381 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2358402.000000 Penalty: 3250.199707
	Iteration 29Q: 3 clusters Score -2358402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2358431.250000 Penalty: 3250.199707
	Iteration 30Q: 3 clusters Score -2358431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2358442.000000 Penalty: 3250.199707
	Iteration 31Q: 3 clusters Score -2358442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2358452.750000 Penalty: 3250.199707
	Iteration 32Q: 3 clusters Score -2358453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2358456.000000 Penalty: 3250.199707
	Iteration 33Q: 3 clusters Score -2358456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2358455.250000 Penalty: 3250.199707
	Iteration 34Q: 3 clusters Score -2358455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2358461.250000 Penalty: 3250.199707
	Iteration 35Q: 3 clusters Score -2358461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2358465.250000 Penalty: 3250.199707
	Iteration 36Q: 3 clusters Score -2358465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2358463.000000 Penalty: 3250.199707
	Iteration 37Q: 3 clusters Score -2358463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2358469.750000 Penalty: 3250.199707
	Iteration 38Q: 3 clusters Score -2358470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2358465.500000 Penalty: 3250.199707
	Iteration 39Q: 3 clusters Score -2358466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2358470.750000 Penalty: 3250.199707
	Iteration 40F: 3 clusters Score -2358471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2358470.500000 Penalty: 3250.199707
	Iteration 41Q: 3 clusters Score -2358470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2358476.000000 Penalty: 3250.199707
	Iteration 42Q: 3 clusters Score -2358476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2358473.500000 Penalty: 3250.199707
	Iteration 43Q: 3 clusters Score -2358474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2358474.250000 Penalty: 3250.199707
	Iteration 44Q: 3 clusters Score -2358474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2358472.750000 Penalty: 3250.199707
	Iteration 45Q: 3 clusters Score -2358473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2358471.750000 Penalty: 3250.199707
	Iteration 46Q: 3 clusters Score -2358472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2358475.500000 Penalty: 3250.199707
	Iteration 47Q: 3 clusters Score -2358476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2358477.750000 Penalty: 3250.199707
	Iteration 48Q: 3 clusters Score -2358478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2358475.500000 Penalty: 3250.199707
	Iteration 49Q: 3 clusters Score -2358476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2358474.000000 Penalty: 3250.199707
	Iteration 50Q: 3 clusters Score -2358474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2358473.750000 Penalty: 3250.199707
	Iteration 51Q: 3 clusters Score -2358474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2358475.250000 Penalty: 3250.199707
	Iteration 52Q: 3 clusters Score -2358475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2358475.500000 Penalty: 3250.199707
	Iteration 53Q: 3 clusters Score -2358476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2358477.250000 Penalty: 3250.199707
	Iteration 54Q: 3 clusters Score -2358477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2358476.000000 Penalty: 3250.199707
	Iteration 55Q: 3 clusters Score -2358476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2358478.750000 Penalty: 3250.199707
	Iteration 56Q: 3 clusters Score -2358479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2358478.750000 Penalty: 3250.199707
	Iteration 57F: 3 clusters Score -2358479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Entering Unmasked Estep 
Score: -1080202.125000 Penalty: 1506.302246
	Iteration 0F: 2 clusters Score -1080202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1072628.625000 Penalty: 3012.604492
	Iteration 0F: 3 clusters Score -1072629 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1075119.500000 Penalty: 3012.604492
	Iteration 1F: 3 clusters Score -1075120 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1075474.250000 Penalty: 3012.604492
	Iteration 2F: 3 clusters Score -1075474 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1075761.750000 Penalty: 3012.604492
	Iteration 3F: 3 clusters Score -1075762 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1076045.625000 Penalty: 3012.604492
	Iteration 4F: 3 clusters Score -1076046 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1076326.000000 Penalty: 3012.604492
	Iteration 5F: 3 clusters Score -1076326 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1076538.750000 Penalty: 3012.604492
	Iteration 6Q: 3 clusters Score -1076539 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1076742.000000 Penalty: 3012.604492
	Iteration 7Q: 3 clusters Score -1076742 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1076954.625000 Penalty: 3012.604492
	Iteration 8Q: 3 clusters Score -1076955 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1077182.250000 Penalty: 3012.604492
	Iteration 9Q: 3 clusters Score -1077182 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1077366.875000 Penalty: 3012.604492
	Iteration 10Q: 3 clusters Score -1077367 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1077521.375000 Penalty: 3012.604492
	Iteration 11Q: 3 clusters Score -1077521 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1077679.125000 Penalty: 3012.604492
	Iteration 12Q: 3 clusters Score -1077679 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1077846.375000 Penalty: 3012.604492
	Iteration 13Q: 3 clusters Score -1077846 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1078009.750000 Penalty: 3012.604492
	Iteration 14Q: 3 clusters Score -1078010 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1078149.750000 Penalty: 3012.604492
	Iteration 15Q: 3 clusters Score -1078150 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1078282.125000 Penalty: 3012.604492
	Iteration 16Q: 3 clusters Score -1078282 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1078391.625000 Penalty: 3012.604492
	Iteration 17Q: 3 clusters Score -1078392 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1078483.375000 Penalty: 3012.604492
	Iteration 18Q: 3 clusters Score -1078483 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1078559.500000 Penalty: 3012.604492
	Iteration 19Q: 3 clusters Score -1078560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1078626.000000 Penalty: 3012.604492
	Iteration 20F: 3 clusters Score -1078626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1078669.500000 Penalty: 3012.604492
	Iteration 21Q: 3 clusters Score -1078670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1078713.750000 Penalty: 3012.604492
	Iteration 22Q: 3 clusters Score -1078714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1078749.875000 Penalty: 3012.604492
	Iteration 23Q: 3 clusters Score -1078750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1078782.625000 Penalty: 3012.604492
	Iteration 24Q: 3 clusters Score -1078783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1078804.375000 Penalty: 3012.604492
	Iteration 25Q: 3 clusters Score -1078804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1078834.500000 Penalty: 3012.604492
	Iteration 26Q: 3 clusters Score -1078834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1078852.250000 Penalty: 3012.604492
	Iteration 27Q: 3 clusters Score -1078852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1078872.125000 Penalty: 3012.604492
	Iteration 28Q: 3 clusters Score -1078872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1078892.000000 Penalty: 3012.604492
	Iteration 29Q: 3 clusters Score -1078892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1078909.750000 Penalty: 3012.604492
	Iteration 30Q: 3 clusters Score -1078910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1078917.625000 Penalty: 3012.604492
	Iteration 31Q: 3 clusters Score -1078918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1078928.750000 Penalty: 3012.604492
	Iteration 32Q: 3 clusters Score -1078929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1078937.125000 Penalty: 3012.604492
	Iteration 33Q: 3 clusters Score -1078937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1078938.875000 Penalty: 3012.604492
	Iteration 34Q: 3 clusters Score -1078939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1078942.625000 Penalty: 3012.604492
	Iteration 35Q: 3 clusters Score -1078943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1078947.125000 Penalty: 3012.604492
	Iteration 36Q: 3 clusters Score -1078947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1078950.250000 Penalty: 3012.604492
	Iteration 37Q: 3 clusters Score -1078950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1078954.250000 Penalty: 3012.604492
	Iteration 38Q: 3 clusters Score -1078954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1078955.750000 Penalty: 3012.604492
	Iteration 39Q: 3 clusters Score -1078956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1078955.250000 Penalty: 3012.604492
	Iteration 40F: 3 clusters Score -1078955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -233225.859375 Penalty: 1274.497925
	Iteration 0F: 2 clusters Score -233225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -230798.937500 Penalty: 2548.995850
	Iteration 0F: 3 clusters Score -230798.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -231512.312500 Penalty: 2548.995850
	Iteration 1F: 3 clusters Score -231512.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -231968.218750 Penalty: 2548.995850
	Iteration 2F: 3 clusters Score -231968.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -232506.140625 Penalty: 2548.995850
	Iteration 3F: 3 clusters Score -232506.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -232820.390625 Penalty: 2548.995850
	Iteration 4F: 3 clusters Score -232820.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232986.796875 Penalty: 2548.995850
	Iteration 5F: 3 clusters Score -232986.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -233103.140625 Penalty: 2548.995850
	Iteration 6Q: 3 clusters Score -233103.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -233183.296875 Penalty: 2548.995850
	Iteration 7Q: 3 clusters Score -233183.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -233228.203125 Penalty: 2548.995850
	Iteration 8Q: 3 clusters Score -233228.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -233260.609375 Penalty: 2548.995850
	Iteration 9Q: 3 clusters Score -233260.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -233291.125000 Penalty: 2548.995850
	Iteration 10Q: 3 clusters Score -233291.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -233317.328125 Penalty: 2548.995850
	Iteration 11Q: 3 clusters Score -233317.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -233341.296875 Penalty: 2548.995850
	Iteration 12Q: 3 clusters Score -233341.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -233354.734375 Penalty: 2548.995850
	Iteration 13Q: 3 clusters Score -233354.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -233369.281250 Penalty: 2548.995850
	Iteration 14Q: 3 clusters Score -233369.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233382.671875 Penalty: 2548.995850
	Iteration 15Q: 3 clusters Score -233382.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -233393.812500 Penalty: 2548.995850
	Iteration 16Q: 3 clusters Score -233393.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233403.046875 Penalty: 2548.995850
	Iteration 17Q: 3 clusters Score -233403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -233405.375000 Penalty: 2548.995850
	Iteration 18Q: 3 clusters Score -233405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -233408.265625 Penalty: 2548.995850
	Iteration 19Q: 3 clusters Score -233408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -233409.562500 Penalty: 2548.995850
	Iteration 20F: 3 clusters Score -233409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -233412.421875 Penalty: 2548.995850
	Iteration 21Q: 3 clusters Score -233412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -233413.656250 Penalty: 2548.995850
	Iteration 22Q: 3 clusters Score -233413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -233415.812500 Penalty: 2548.995850
	Iteration 23Q: 3 clusters Score -233415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -233415.765625 Penalty: 2548.995850
	Iteration 24Q: 3 clusters Score -233415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -233416.296875 Penalty: 2548.995850
	Iteration 25Q: 3 clusters Score -233416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -233416.296875 Penalty: 2548.995850
	Iteration 26F: 3 clusters Score -233416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57748 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105004 members 
Mstep: Class 23 contains 111243 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176499 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 1442 members 
Entering Unmasked Estep 
Score: -101030816.000000 Penalty: 89626.648438
Splitting cluster 11 changes total score from -101031584.000000 to -101030816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -184285.265625 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -184285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -182289.953125 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -182290 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -182828.250000 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -182828.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -183098.359375 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -183098.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -183317.468750 Penalty: 2460.561523
	Iteration 3F: 3 clusters Score -183317.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183461.687500 Penalty: 2460.561523
	Iteration 4F: 3 clusters Score -183461.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -183610.921875 Penalty: 2460.561523
	Iteration 5Q: 3 clusters Score -183610.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183762.531250 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -183762.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183885.578125 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -183885.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184015.375000 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -184015.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -184137.375000 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -184137.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184193.046875 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -184193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184210.062500 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -184210.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -184218.796875 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -184218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184222.656250 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -184222.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -184227.265625 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -184227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -184231.437500 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -184231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184235.015625 Penalty: 2460.561523
	Iteration 16Q: 3 clusters Score -184235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184235.562500 Penalty: 2460.561523
	Iteration 17Q: 3 clusters Score -184235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184235.562500 Penalty: 2460.561523
	Iteration 18F: 3 clusters Score -184235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14026.486328 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14026.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13291.578125 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13291.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13371.307617 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -13371.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13395.177734 Penalty: 1718.686768
	Iteration 2Q: 3 clusters Score -13395.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13407.799805 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -13407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13422.407227 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -13422.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13437.922852 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -13437.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13444.625000 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -13444.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13444.625000 Penalty: 1718.686768
	Iteration 7F: 3 clusters Score -13444.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -244555.046875 Penalty: 1260.033569
	Iteration 0F: 2 clusters Score -244555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242269.000000 Penalty: 2520.067139
	Iteration 0F: 3 clusters Score -242269 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242859.765625 Penalty: 2520.067139
	Iteration 1F: 3 clusters Score -242859.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -243019.250000 Penalty: 2520.067139
	Iteration 2F: 3 clusters Score -243019.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -243147.046875 Penalty: 2520.067139
	Iteration 3F: 3 clusters Score -243147 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -243272.906250 Penalty: 2520.067139
	Iteration 4Q: 3 clusters Score -243272.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -243396.093750 Penalty: 2520.067139
	Iteration 5Q: 3 clusters Score -243396.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -243522.109375 Penalty: 2520.067139
	Iteration 6Q: 3 clusters Score -243522.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -243629.187500 Penalty: 2520.067139
	Iteration 7Q: 3 clusters Score -243629.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -243711.421875 Penalty: 2520.067139
	Iteration 8Q: 3 clusters Score -243711.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -243798.500000 Penalty: 2520.067139
	Iteration 9Q: 3 clusters Score -243798.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -243861.015625 Penalty: 2520.067139
	Iteration 10Q: 3 clusters Score -243861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -243899.203125 Penalty: 2520.067139
	Iteration 11Q: 3 clusters Score -243899.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -243927.187500 Penalty: 2520.067139
	Iteration 12Q: 3 clusters Score -243927.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -243945.109375 Penalty: 2520.067139
	Iteration 13Q: 3 clusters Score -243945.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -243964.718750 Penalty: 2520.067139
	Iteration 14Q: 3 clusters Score -243964.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -243978.359375 Penalty: 2520.067139
	Iteration 15Q: 3 clusters Score -243978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -243990.140625 Penalty: 2520.067139
	Iteration 16Q: 3 clusters Score -243990.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -244005.296875 Penalty: 2520.067139
	Iteration 17Q: 3 clusters Score -244005.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -244014.000000 Penalty: 2520.067139
	Iteration 18Q: 3 clusters Score -244014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -244018.921875 Penalty: 2520.067139
	Iteration 19Q: 3 clusters Score -244018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -244030.562500 Penalty: 2520.067139
	Iteration 20F: 3 clusters Score -244030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -244044.015625 Penalty: 2520.067139
	Iteration 21Q: 3 clusters Score -244044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -244055.312500 Penalty: 2520.067139
	Iteration 22Q: 3 clusters Score -244055.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -244063.125000 Penalty: 2520.067139
	Iteration 23Q: 3 clusters Score -244063.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -244070.250000 Penalty: 2520.067139
	Iteration 24Q: 3 clusters Score -244070.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -244074.531250 Penalty: 2520.067139
	Iteration 25Q: 3 clusters Score -244074.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -244078.656250 Penalty: 2520.067139
	Iteration 26Q: 3 clusters Score -244078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -244079.781250 Penalty: 2520.067139
	Iteration 27Q: 3 clusters Score -244079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -244081.203125 Penalty: 2520.067139
	Iteration 28Q: 3 clusters Score -244081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -244082.062500 Penalty: 2520.067139
	Iteration 29Q: 3 clusters Score -244082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -244082.671875 Penalty: 2520.067139
	Iteration 30Q: 3 clusters Score -244082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -244083.765625 Penalty: 2520.067139
	Iteration 31Q: 3 clusters Score -244083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -244084.093750 Penalty: 2520.067139
	Iteration 32Q: 3 clusters Score -244084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -244084.093750 Penalty: 2520.067139
	Iteration 33F: 3 clusters Score -244084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Entering Unmasked Estep 
Score: -5968682.000000 Penalty: 1781.624756
	Iteration 0F: 2 clusters Score -5968682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5930073.000000 Penalty: 3563.249512
	Iteration 0F: 3 clusters Score -5930073 nChanged 27060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5945876.500000 Penalty: 3563.249512
	Iteration 1F: 3 clusters Score -5945876 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5947128.000000 Penalty: 3563.249512
	Iteration 2Q: 3 clusters Score -5947128 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5948902.000000 Penalty: 3563.249512
	Iteration 3F: 3 clusters Score -5948902 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -5951265.000000 Penalty: 3563.249512
	Iteration 4F: 3 clusters Score -5951265 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -5953856.500000 Penalty: 3563.249512
	Iteration 5F: 3 clusters Score -5953856 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -5956495.500000 Penalty: 3563.249512
	Iteration 6F: 3 clusters Score -5956496 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5958714.500000 Penalty: 3563.249512
	Iteration 7F: 3 clusters Score -5958714 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5960314.000000 Penalty: 3563.249512
	Iteration 8F: 3 clusters Score -5960314 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5961399.500000 Penalty: 3563.249512
	Iteration 9Q: 3 clusters Score -5961400 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -5962133.500000 Penalty: 3563.249512
	Iteration 10Q: 3 clusters Score -5962134 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5962634.500000 Penalty: 3563.249512
	Iteration 11Q: 3 clusters Score -5962634 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5963190.500000 Penalty: 3563.249512
	Iteration 12Q: 3 clusters Score -5963190 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5963738.000000 Penalty: 3563.249512
	Iteration 13Q: 3 clusters Score -5963738 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5964387.000000 Penalty: 3563.249512
	Iteration 14Q: 3 clusters Score -5964387 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -5965031.000000 Penalty: 3563.249512
	Iteration 15Q: 3 clusters Score -5965031 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -5965628.500000 Penalty: 3563.249512
	Iteration 16Q: 3 clusters Score -5965628 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -5966168.500000 Penalty: 3563.249512
	Iteration 17Q: 3 clusters Score -5966168 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -5966570.000000 Penalty: 3563.249512
	Iteration 18Q: 3 clusters Score -5966570 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -5966854.500000 Penalty: 3563.249512
	Iteration 19Q: 3 clusters Score -5966854 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -5966994.500000 Penalty: 3563.249512
	Iteration 20F: 3 clusters Score -5966994 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -5967134.500000 Penalty: 3563.249512
	Iteration 21Q: 3 clusters Score -5967134 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -5967243.000000 Penalty: 3563.249512
	Iteration 22Q: 3 clusters Score -5967243 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -5967350.500000 Penalty: 3563.249512
	Iteration 23Q: 3 clusters Score -5967350 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -5967436.500000 Penalty: 3563.249512
	Iteration 24Q: 3 clusters Score -5967436 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -5967507.500000 Penalty: 3563.249512
	Iteration 25Q: 3 clusters Score -5967508 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -5967575.500000 Penalty: 3563.249512
	Iteration 26Q: 3 clusters Score -5967576 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5967663.500000 Penalty: 3563.249512
	Iteration 27Q: 3 clusters Score -5967664 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -5967717.500000 Penalty: 3563.249512
	Iteration 28Q: 3 clusters Score -5967718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -5967796.000000 Penalty: 3563.249512
	Iteration 29Q: 3 clusters Score -5967796 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -5967888.500000 Penalty: 3563.249512
	Iteration 30Q: 3 clusters Score -5967888 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -5967957.500000 Penalty: 3563.249512
	Iteration 31Q: 3 clusters Score -5967958 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -5968022.500000 Penalty: 3563.249512
	Iteration 32Q: 3 clusters Score -5968022 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -5968105.500000 Penalty: 3563.249512
	Iteration 33Q: 3 clusters Score -5968106 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -5968184.500000 Penalty: 3563.249512
	Iteration 34Q: 3 clusters Score -5968184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -5968245.500000 Penalty: 3563.249512
	Iteration 35Q: 3 clusters Score -5968246 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -5968313.500000 Penalty: 3563.249512
	Iteration 36Q: 3 clusters Score -5968314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -5968369.000000 Penalty: 3563.249512
	Iteration 37Q: 3 clusters Score -5968369 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -5968392.000000 Penalty: 3563.249512
	Iteration 38Q: 3 clusters Score -5968392 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -5968444.000000 Penalty: 3563.249512
	Iteration 39Q: 3 clusters Score -5968444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -5968454.000000 Penalty: 3563.249512
	Iteration 40F: 3 clusters Score -5968454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -5968493.000000 Penalty: 3563.249512
	Iteration 41Q: 3 clusters Score -5968493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -5968530.000000 Penalty: 3563.249512
	Iteration 42Q: 3 clusters Score -5968530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -5968541.500000 Penalty: 3563.249512
	Iteration 43Q: 3 clusters Score -5968542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -5968545.500000 Penalty: 3563.249512
	Iteration 44Q: 3 clusters Score -5968546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -5968552.500000 Penalty: 3563.249512
	Iteration 45Q: 3 clusters Score -5968552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -5968562.000000 Penalty: 3563.249512
	Iteration 46Q: 3 clusters Score -5968562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -5968577.500000 Penalty: 3563.249512
	Iteration 47Q: 3 clusters Score -5968578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -5968574.000000 Penalty: 3563.249512
	Iteration 48Q: 3 clusters Score -5968574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -5968583.000000 Penalty: 3563.249512
	Iteration 49Q: 3 clusters Score -5968583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -5968592.500000 Penalty: 3563.249512
	Iteration 50Q: 3 clusters Score -5968592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -5968599.500000 Penalty: 3563.249512
	Iteration 51Q: 3 clusters Score -5968600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -5968616.500000 Penalty: 3563.249512
	Iteration 52Q: 3 clusters Score -5968616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -5968603.500000 Penalty: 3563.249512
	Iteration 53Q: 3 clusters Score -5968604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -5968611.000000 Penalty: 3563.249512
	Iteration 54Q: 3 clusters Score -5968611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -5968613.000000 Penalty: 3563.249512
	Iteration 55Q: 3 clusters Score -5968613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5968613.000000 Penalty: 3563.249512
	Iteration 56Q: 3 clusters Score -5968613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -5968612.000000 Penalty: 3563.249512
	Iteration 57Q: 3 clusters Score -5968612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5968614.500000 Penalty: 3563.249512
	Iteration 58Q: 3 clusters Score -5968614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -5968619.500000 Penalty: 3563.249512
	Iteration 59Q: 3 clusters Score -5968620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -5968616.000000 Penalty: 3563.249512
	Iteration 60F: 3 clusters Score -5968616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -5968613.000000 Penalty: 3563.249512
	Iteration 61Q: 3 clusters Score -5968613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -5968613.000000 Penalty: 3563.249512
	Iteration 62F: 3 clusters Score -5968613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Entering Unmasked Estep 
Score: -1184664.750000 Penalty: 1527.924561
	Iteration 0F: 2 clusters Score -1184665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1176264.000000 Penalty: 3055.849121
	Iteration 0F: 3 clusters Score -1176264 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1179451.375000 Penalty: 3055.849121
	Iteration 1F: 3 clusters Score -1179451 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1180116.250000 Penalty: 3055.849121
	Iteration 2F: 3 clusters Score -1180116 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1180770.250000 Penalty: 3055.849121
	Iteration 3F: 3 clusters Score -1180770 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1181371.000000 Penalty: 3055.849121
	Iteration 4F: 3 clusters Score -1181371 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1181839.000000 Penalty: 3055.849121
	Iteration 5F: 3 clusters Score -1181839 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1182281.000000 Penalty: 3055.849121
	Iteration 6F: 3 clusters Score -1182281 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1182694.250000 Penalty: 3055.849121
	Iteration 7Q: 3 clusters Score -1182694 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1183105.750000 Penalty: 3055.849121
	Iteration 8Q: 3 clusters Score -1183106 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1183329.500000 Penalty: 3055.849121
	Iteration 9Q: 3 clusters Score -1183330 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1183456.000000 Penalty: 3055.849121
	Iteration 10Q: 3 clusters Score -1183456 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1183544.500000 Penalty: 3055.849121
	Iteration 11Q: 3 clusters Score -1183544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1183613.500000 Penalty: 3055.849121
	Iteration 12Q: 3 clusters Score -1183614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1183681.250000 Penalty: 3055.849121
	Iteration 13Q: 3 clusters Score -1183681 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1183753.375000 Penalty: 3055.849121
	Iteration 14Q: 3 clusters Score -1183753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1183829.000000 Penalty: 3055.849121
	Iteration 15Q: 3 clusters Score -1183829 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1183901.375000 Penalty: 3055.849121
	Iteration 16Q: 3 clusters Score -1183901 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1183963.875000 Penalty: 3055.849121
	Iteration 17Q: 3 clusters Score -1183964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1184054.250000 Penalty: 3055.849121
	Iteration 18Q: 3 clusters Score -1184054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1184135.375000 Penalty: 3055.849121
	Iteration 19Q: 3 clusters Score -1184135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1184225.125000 Penalty: 3055.849121
	Iteration 20F: 3 clusters Score -1184225 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1184314.500000 Penalty: 3055.849121
	Iteration 21Q: 3 clusters Score -1184314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1184382.625000 Penalty: 3055.849121
	Iteration 22Q: 3 clusters Score -1184383 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1184440.750000 Penalty: 3055.849121
	Iteration 23Q: 3 clusters Score -1184441 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1184495.875000 Penalty: 3055.849121
	Iteration 24Q: 3 clusters Score -1184496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1184529.750000 Penalty: 3055.849121
	Iteration 25Q: 3 clusters Score -1184530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1184554.875000 Penalty: 3055.849121
	Iteration 26Q: 3 clusters Score -1184555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1184585.125000 Penalty: 3055.849121
	Iteration 27Q: 3 clusters Score -1184585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1184615.875000 Penalty: 3055.849121
	Iteration 28Q: 3 clusters Score -1184616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1184643.875000 Penalty: 3055.849121
	Iteration 29Q: 3 clusters Score -1184644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1184668.375000 Penalty: 3055.849121
	Iteration 30Q: 3 clusters Score -1184668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1184692.625000 Penalty: 3055.849121
	Iteration 31Q: 3 clusters Score -1184693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1184709.000000 Penalty: 3055.849121
	Iteration 32Q: 3 clusters Score -1184709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1184724.125000 Penalty: 3055.849121
	Iteration 33Q: 3 clusters Score -1184724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1184734.625000 Penalty: 3055.849121
	Iteration 34Q: 3 clusters Score -1184735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1184740.625000 Penalty: 3055.849121
	Iteration 35Q: 3 clusters Score -1184741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1184744.000000 Penalty: 3055.849121
	Iteration 36Q: 3 clusters Score -1184744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1184745.750000 Penalty: 3055.849121
	Iteration 37Q: 3 clusters Score -1184746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1184751.625000 Penalty: 3055.849121
	Iteration 38Q: 3 clusters Score -1184752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1184754.250000 Penalty: 3055.849121
	Iteration 39Q: 3 clusters Score -1184754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1184755.500000 Penalty: 3055.849121
	Iteration 40F: 3 clusters Score -1184756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1184757.000000 Penalty: 3055.849121
	Iteration 41Q: 3 clusters Score -1184757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1184757.375000 Penalty: 3055.849121
	Iteration 42Q: 3 clusters Score -1184757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1184758.750000 Penalty: 3055.849121
	Iteration 43Q: 3 clusters Score -1184759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1184759.000000 Penalty: 3055.849121
	Iteration 44Q: 3 clusters Score -1184759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1184757.000000 Penalty: 3055.849121
	Iteration 45Q: 3 clusters Score -1184757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1184758.500000 Penalty: 3055.849121
	Iteration 46Q: 3 clusters Score -1184758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1184759.625000 Penalty: 3055.849121
	Iteration 47Q: 3 clusters Score -1184760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1184759.625000 Penalty: 3055.849121
	Iteration 48F: 3 clusters Score -1184760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 267 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 89845 members 
Mstep: Class 8 contains 179556 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 57748 members 
Mstep: Class 16 contains 10229 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 1500 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 105004 members 
Mstep: Class 23 contains 111243 members 
Mstep: Class 24 contains 9281 members 
Mstep: Class 25 contains 565 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 25772 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 11241 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 176499 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 3455 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 1891 members 
Entering Unmasked Estep 
Score: -101031080.000000 Penalty: 89626.648438
Splitting cluster 16 changes total score from -101031584.000000 to -101031080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Entering Unmasked Estep 
Score: -1630555.875000 Penalty: 1572.588013
	Iteration 0F: 2 clusters Score -1630556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1619696.125000 Penalty: 3145.176025
	Iteration 0F: 3 clusters Score -1619696 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1623618.625000 Penalty: 3145.176025
	Iteration 1F: 3 clusters Score -1623619 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1624011.750000 Penalty: 3145.176025
	Iteration 2F: 3 clusters Score -1624012 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1624392.875000 Penalty: 3145.176025
	Iteration 3F: 3 clusters Score -1624393 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1624824.000000 Penalty: 3145.176025
	Iteration 4F: 3 clusters Score -1624824 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1625303.375000 Penalty: 3145.176025
	Iteration 5F: 3 clusters Score -1625303 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1625844.750000 Penalty: 3145.176025
	Iteration 6F: 3 clusters Score -1625845 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1626383.000000 Penalty: 3145.176025
	Iteration 7F: 3 clusters Score -1626383 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1626938.000000 Penalty: 3145.176025
	Iteration 8F: 3 clusters Score -1626938 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1627497.250000 Penalty: 3145.176025
	Iteration 9Q: 3 clusters Score -1627497 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1628026.625000 Penalty: 3145.176025
	Iteration 10Q: 3 clusters Score -1628027 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1628469.000000 Penalty: 3145.176025
	Iteration 11Q: 3 clusters Score -1628469 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1628777.375000 Penalty: 3145.176025
	Iteration 12Q: 3 clusters Score -1628777 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1628978.500000 Penalty: 3145.176025
	Iteration 13Q: 3 clusters Score -1628978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1629085.500000 Penalty: 3145.176025
	Iteration 14Q: 3 clusters Score -1629086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1629176.625000 Penalty: 3145.176025
	Iteration 15Q: 3 clusters Score -1629177 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1629254.750000 Penalty: 3145.176025
	Iteration 16Q: 3 clusters Score -1629255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1629303.125000 Penalty: 3145.176025
	Iteration 17Q: 3 clusters Score -1629303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1629323.125000 Penalty: 3145.176025
	Iteration 18Q: 3 clusters Score -1629323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1629350.375000 Penalty: 3145.176025
	Iteration 19Q: 3 clusters Score -1629350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1629367.125000 Penalty: 3145.176025
	Iteration 20F: 3 clusters Score -1629367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1629388.000000 Penalty: 3145.176025
	Iteration 21Q: 3 clusters Score -1629388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1629395.500000 Penalty: 3145.176025
	Iteration 22Q: 3 clusters Score -1629396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1629400.250000 Penalty: 3145.176025
	Iteration 23Q: 3 clusters Score -1629400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1629402.250000 Penalty: 3145.176025
	Iteration 24Q: 3 clusters Score -1629402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1629405.250000 Penalty: 3145.176025
	Iteration 25Q: 3 clusters Score -1629405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1629407.875000 Penalty: 3145.176025
	Iteration 26Q: 3 clusters Score -1629408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1629406.375000 Penalty: 3145.176025
	Iteration 27Q: 3 clusters Score -1629406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1629406.375000 Penalty: 3145.176025
	Iteration 28F: 3 clusters Score -1629406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Entering Unmasked Estep 
Score: -1365526.125000 Penalty: 1534.905273
	Iteration 0F: 2 clusters Score -1365526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1356664.500000 Penalty: 3069.810547
	Iteration 0F: 3 clusters Score -1356664 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1359676.000000 Penalty: 3069.810547
	Iteration 1F: 3 clusters Score -1359676 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1359878.750000 Penalty: 3069.810547
	Iteration 2Q: 3 clusters Score -1359879 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1360076.375000 Penalty: 3069.810547
	Iteration 3Q: 3 clusters Score -1360076 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1360314.000000 Penalty: 3069.810547
	Iteration 4Q: 3 clusters Score -1360314 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1360629.875000 Penalty: 3069.810547
	Iteration 5Q: 3 clusters Score -1360630 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1361105.125000 Penalty: 3069.810547
	Iteration 6F: 3 clusters Score -1361105 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1361739.625000 Penalty: 3069.810547
	Iteration 7F: 3 clusters Score -1361740 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1362496.750000 Penalty: 3069.810547
	Iteration 8F: 3 clusters Score -1362497 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1363181.750000 Penalty: 3069.810547
	Iteration 9F: 3 clusters Score -1363182 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1363695.750000 Penalty: 3069.810547
	Iteration 10Q: 3 clusters Score -1363696 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1363984.125000 Penalty: 3069.810547
	Iteration 11Q: 3 clusters Score -1363984 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1364134.250000 Penalty: 3069.810547
	Iteration 12Q: 3 clusters Score -1364134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1364202.250000 Penalty: 3069.810547
	Iteration 13Q: 3 clusters Score -1364202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1364250.750000 Penalty: 3069.810547
	Iteration 14Q: 3 clusters Score -1364251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1364289.375000 Penalty: 3069.810547
	Iteration 15Q: 3 clusters Score -1364289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1364311.125000 Penalty: 3069.810547
	Iteration 16Q: 3 clusters Score -1364311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1364325.500000 Penalty: 3069.810547
	Iteration 17Q: 3 clusters Score -1364326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1364333.250000 Penalty: 3069.810547
	Iteration 18Q: 3 clusters Score -1364333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1364337.500000 Penalty: 3069.810547
	Iteration 19Q: 3 clusters Score -1364338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1364338.375000 Penalty: 3069.810547
	Iteration 20F: 3 clusters Score -1364338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1364340.000000 Penalty: 3069.810547
	Iteration 21Q: 3 clusters Score -1364340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1364342.750000 Penalty: 3069.810547
	Iteration 22Q: 3 clusters Score -1364343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1364347.875000 Penalty: 3069.810547
	Iteration 23Q: 3 clusters Score -1364348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1364347.000000 Penalty: 3069.810547
	Iteration 24Q: 3 clusters Score -1364347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1364355.000000 Penalty: 3069.810547
	Iteration 25Q: 3 clusters Score -1364355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1364359.125000 Penalty: 3069.810547
	Iteration 26Q: 3 clusters Score -1364359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1364359.125000 Penalty: 3069.810547
	Iteration 27Q: 3 clusters Score -1364359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1364361.125000 Penalty: 3069.810547
	Iteration 28Q: 3 clusters Score -1364361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1364363.625000 Penalty: 3069.810547
	Iteration 29Q: 3 clusters Score -1364364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1364362.500000 Penalty: 3069.810547
	Iteration 30Q: 3 clusters Score -1364362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1364362.500000 Penalty: 3069.810547
	Iteration 31F: 3 clusters Score -1364362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Entering Unmasked Estep 
Score: -1079630.875000 Penalty: 1495.424316
	Iteration 0F: 2 clusters Score -1079631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1072518.375000 Penalty: 2990.848633
	Iteration 0F: 3 clusters Score -1072518 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1074762.500000 Penalty: 2990.848633
	Iteration 1F: 3 clusters Score -1074762 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1074985.875000 Penalty: 2990.848633
	Iteration 2F: 3 clusters Score -1074986 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1075154.500000 Penalty: 2990.848633
	Iteration 3Q: 3 clusters Score -1075154 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1075311.875000 Penalty: 2990.848633
	Iteration 4Q: 3 clusters Score -1075312 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1075496.500000 Penalty: 2990.848633
	Iteration 5Q: 3 clusters Score -1075496 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1075710.625000 Penalty: 2990.848633
	Iteration 6Q: 3 clusters Score -1075711 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1075956.750000 Penalty: 2990.848633
	Iteration 7Q: 3 clusters Score -1075957 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1076274.125000 Penalty: 2990.848633
	Iteration 8Q: 3 clusters Score -1076274 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1076651.250000 Penalty: 2990.848633
	Iteration 9F: 3 clusters Score -1076651 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1077041.625000 Penalty: 2990.848633
	Iteration 10Q: 3 clusters Score -1077042 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1077452.500000 Penalty: 2990.848633
	Iteration 11Q: 3 clusters Score -1077452 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1077783.375000 Penalty: 2990.848633
	Iteration 12Q: 3 clusters Score -1077783 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1077990.500000 Penalty: 2990.848633
	Iteration 13Q: 3 clusters Score -1077990 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1078108.625000 Penalty: 2990.848633
	Iteration 14Q: 3 clusters Score -1078109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1078187.750000 Penalty: 2990.848633
	Iteration 15Q: 3 clusters Score -1078188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1078256.500000 Penalty: 2990.848633
	Iteration 16Q: 3 clusters Score -1078256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1078299.500000 Penalty: 2990.848633
	Iteration 17Q: 3 clusters Score -1078300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1078328.625000 Penalty: 2990.848633
	Iteration 18Q: 3 clusters Score -1078329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1078344.875000 Penalty: 2990.848633
	Iteration 19Q: 3 clusters Score -1078345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1078360.375000 Penalty: 2990.848633
	Iteration 20F: 3 clusters Score -1078360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1078366.875000 Penalty: 2990.848633
	Iteration 21Q: 3 clusters Score -1078367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1078377.750000 Penalty: 2990.848633
	Iteration 22Q: 3 clusters Score -1078378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1078379.750000 Penalty: 2990.848633
	Iteration 23Q: 3 clusters Score -1078380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1078386.625000 Penalty: 2990.848633
	Iteration 24Q: 3 clusters Score -1078387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1078388.125000 Penalty: 2990.848633
	Iteration 25Q: 3 clusters Score -1078388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1078389.875000 Penalty: 2990.848633
	Iteration 26Q: 3 clusters Score -1078390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1078390.250000 Penalty: 2990.848633
	Iteration 27Q: 3 clusters Score -1078390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1078391.750000 Penalty: 2990.848633
	Iteration 28Q: 3 clusters Score -1078392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1078392.500000 Penalty: 2990.848633
	Iteration 29Q: 3 clusters Score -1078392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1078394.250000 Penalty: 2990.848633
	Iteration 30Q: 3 clusters Score -1078394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1078399.000000 Penalty: 2990.848633
	Iteration 31Q: 3 clusters Score -1078399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1078401.125000 Penalty: 2990.848633
	Iteration 32Q: 3 clusters Score -1078401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1078403.000000 Penalty: 2990.848633
	Iteration 33Q: 3 clusters Score -1078403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1078403.750000 Penalty: 2990.848633
	Iteration 34Q: 3 clusters Score -1078404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1078405.000000 Penalty: 2990.848633
	Iteration 35Q: 3 clusters Score -1078405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1078407.375000 Penalty: 2990.848633
	Iteration 36Q: 3 clusters Score -1078407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1078407.375000 Penalty: 2990.848633
	Iteration 37F: 3 clusters Score -1078407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -143911.046875 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -143911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142145.031250 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -142145 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142485.015625 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -142485 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142600.109375 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -142600.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142659.671875 Penalty: 2376.796631
	Iteration 3Q: 3 clusters Score -142659.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -142701.250000 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -142701.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -142718.812500 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -142718.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142733.593750 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -142733.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -142750.750000 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -142750.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142767.984375 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -142768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142792.875000 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -142792.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142813.578125 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -142813.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142832.109375 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -142832.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142846.859375 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -142846.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142857.109375 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -142857.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142865.484375 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -142865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142872.078125 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -142872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142874.984375 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -142875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142876.828125 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -142876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142880.312500 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -142880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142883.750000 Penalty: 2376.796631
	Iteration 19Q: 3 clusters Score -142883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142885.734375 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -142885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142889.515625 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -142889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142890.171875 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -142890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142891.843750 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -142891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142893.781250 Penalty: 2376.796631
	Iteration 24Q: 3 clusters Score -142893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -142894.640625 Penalty: 2376.796631
	Iteration 25Q: 3 clusters Score -142894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142896.781250 Penalty: 2376.796631
	Iteration 26Q: 3 clusters Score -142896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142898.906250 Penalty: 2376.796631
	Iteration 27Q: 3 clusters Score -142898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142900.046875 Penalty: 2376.796631
	Iteration 28Q: 3 clusters Score -142900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142902.437500 Penalty: 2376.796631
	Iteration 29Q: 3 clusters Score -142902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142902.750000 Penalty: 2376.796631
	Iteration 30Q: 3 clusters Score -142902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142902.750000 Penalty: 2376.796631
	Iteration 31F: 3 clusters Score -142902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -250027.046875 Penalty: 1259.474854
	Iteration 0F: 2 clusters Score -250027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -247753.921875 Penalty: 2518.949707
	Iteration 0F: 3 clusters Score -247753.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -248280.453125 Penalty: 2518.949707
	Iteration 1F: 3 clusters Score -248280.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248385.906250 Penalty: 2518.949707
	Iteration 2F: 3 clusters Score -248385.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -248442.687500 Penalty: 2518.949707
	Iteration 3Q: 3 clusters Score -248442.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -248470.562500 Penalty: 2518.949707
	Iteration 4Q: 3 clusters Score -248470.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -248488.343750 Penalty: 2518.949707
	Iteration 5Q: 3 clusters Score -248488.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -248505.437500 Penalty: 2518.949707
	Iteration 6Q: 3 clusters Score -248505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -248518.359375 Penalty: 2518.949707
	Iteration 7Q: 3 clusters Score -248518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -248527.328125 Penalty: 2518.949707
	Iteration 8Q: 3 clusters Score -248527.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -248534.109375 Penalty: 2518.949707
	Iteration 9Q: 3 clusters Score -248534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -248536.953125 Penalty: 2518.949707
	Iteration 10Q: 3 clusters Score -248537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -248543.312500 Penalty: 2518.949707
	Iteration 11Q: 3 clusters Score -248543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -248549.312500 Penalty: 2518.949707
	Iteration 12Q: 3 clusters Score -248549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -248553.343750 Penalty: 2518.949707
	Iteration 13Q: 3 clusters Score -248553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -248554.453125 Penalty: 2518.949707
	Iteration 14Q: 3 clusters Score -248554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -248555.000000 Penalty: 2518.949707
	Iteration 15Q: 3 clusters Score -248555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -248555.015625 Penalty: 2518.949707
	Iteration 16Q: 3 clusters Score -248555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -248555.015625 Penalty: 2518.949707
	Iteration 17F: 3 clusters Score -248555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (105004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Entering Unmasked Estep 
Score: -11249500.000000 Penalty: 1878.784912
	Iteration 0F: 2 clusters Score -1.12495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -11179564.000000 Penalty: 3757.569824
	Iteration 0F: 3 clusters Score -1.117956e+07 nChanged 50412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -11209964.000000 Penalty: 3757.569824
	Iteration 1F: 3 clusters Score -1.120996e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -11212279.000000 Penalty: 3757.569824
	Iteration 2Q: 3 clusters Score -1.121228e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -11215687.000000 Penalty: 3757.569824
	Iteration 3F: 3 clusters Score -1.121569e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -11220210.000000 Penalty: 3757.569824
	Iteration 4F: 3 clusters Score -1.122021e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -11224573.000000 Penalty: 3757.569824
	Iteration 5F: 3 clusters Score -1.122457e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -11228189.000000 Penalty: 3757.569824
	Iteration 6F: 3 clusters Score -1.122819e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -11230792.000000 Penalty: 3757.569824
	Iteration 7F: 3 clusters Score -1.123079e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -11232598.000000 Penalty: 3757.569824
	Iteration 8Q: 3 clusters Score -1.12326e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -11234077.000000 Penalty: 3757.569824
	Iteration 9Q: 3 clusters Score -1.123408e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -11235652.000000 Penalty: 3757.569824
	Iteration 10Q: 3 clusters Score -1.123565e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -11237208.000000 Penalty: 3757.569824
	Iteration 11Q: 3 clusters Score -1.123721e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -11238834.000000 Penalty: 3757.569824
	Iteration 12Q: 3 clusters Score -1.123883e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -11240483.000000 Penalty: 3757.569824
	Iteration 13Q: 3 clusters Score -1.124048e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -11241967.000000 Penalty: 3757.569824
	Iteration 14Q: 3 clusters Score -1.124197e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -11243392.000000 Penalty: 3757.569824
	Iteration 15Q: 3 clusters Score -1.124339e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -11244701.000000 Penalty: 3757.569824
	Iteration 16Q: 3 clusters Score -1.12447e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -11245835.000000 Penalty: 3757.569824
	Iteration 17Q: 3 clusters Score -1.124584e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -11246672.000000 Penalty: 3757.569824
	Iteration 18Q: 3 clusters Score -1.124667e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11247240.000000 Penalty: 3757.569824
	Iteration 19Q: 3 clusters Score -1.124724e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11247565.000000 Penalty: 3757.569824
	Iteration 20F: 3 clusters Score -1.124756e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11247850.000000 Penalty: 3757.569824
	Iteration 21Q: 3 clusters Score -1.124785e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11247925.000000 Penalty: 3757.569824
	Iteration 22Q: 3 clusters Score -1.124792e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11247992.000000 Penalty: 3757.569824
	Iteration 23Q: 3 clusters Score -1.124799e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11248039.000000 Penalty: 3757.569824
	Iteration 24Q: 3 clusters Score -1.124804e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11248082.000000 Penalty: 3757.569824
	Iteration 25Q: 3 clusters Score -1.124808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11248108.000000 Penalty: 3757.569824
	Iteration 26Q: 3 clusters Score -1.124811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11248101.000000 Penalty: 3757.569824
	Iteration 27Q: 3 clusters Score -1.12481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11248106.000000 Penalty: 3757.569824
	Iteration 28Q: 3 clusters Score -1.124811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11248125.000000 Penalty: 3757.569824
	Iteration 29Q: 3 clusters Score -1.124812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11248148.000000 Penalty: 3757.569824
	Iteration 30Q: 3 clusters Score -1.124815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11248141.000000 Penalty: 3757.569824
	Iteration 31Q: 3 clusters Score -1.124814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11248148.000000 Penalty: 3757.569824
	Iteration 32Q: 3 clusters Score -1.124815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11248159.000000 Penalty: 3757.569824
	Iteration 33Q: 3 clusters Score -1.124816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11248151.000000 Penalty: 3757.569824
	Iteration 34Q: 3 clusters Score -1.124815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11248170.000000 Penalty: 3757.569824
	Iteration 35Q: 3 clusters Score -1.124817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11248170.000000 Penalty: 3757.569824
	Iteration 36Q: 3 clusters Score -1.124817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11248185.000000 Penalty: 3757.569824
	Iteration 37Q: 3 clusters Score -1.124818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11248188.000000 Penalty: 3757.569824
	Iteration 38Q: 3 clusters Score -1.124819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11248186.000000 Penalty: 3757.569824
	Iteration 39Q: 3 clusters Score -1.124819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11248194.000000 Penalty: 3757.569824
	Iteration 40F: 3 clusters Score -1.124819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11248194.000000 Penalty: 3757.569824
	Iteration 41Q: 3 clusters Score -1.124819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11248194.000000 Penalty: 3757.569824
	Iteration 42Q: 3 clusters Score -1.124819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11248195.000000 Penalty: 3757.569824
	Iteration 43Q: 3 clusters Score -1.12482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11248197.000000 Penalty: 3757.569824
	Iteration 44Q: 3 clusters Score -1.12482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11248202.000000 Penalty: 3757.569824
	Iteration 45Q: 3 clusters Score -1.12482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11248208.000000 Penalty: 3757.569824
	Iteration 46Q: 3 clusters Score -1.124821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11248215.000000 Penalty: 3757.569824
	Iteration 47Q: 3 clusters Score -1.124822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11248214.000000 Penalty: 3757.569824
	Iteration 48Q: 3 clusters Score -1.124821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11248221.000000 Penalty: 3757.569824
	Iteration 49Q: 3 clusters Score -1.124822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11248219.000000 Penalty: 3757.569824
	Iteration 50Q: 3 clusters Score -1.124822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11248222.000000 Penalty: 3757.569824
	Iteration 51Q: 3 clusters Score -1.124822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11248219.000000 Penalty: 3757.569824
	Iteration 52Q: 3 clusters Score -1.124822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11248219.000000 Penalty: 3757.569824
	Iteration 53F: 3 clusters Score -1.124822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (111243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Entering Unmasked Estep 
Score: -12051686.000000 Penalty: 1888.164307
	Iteration 0F: 2 clusters Score -1.205169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -11977960.000000 Penalty: 3776.328613
	Iteration 0F: 3 clusters Score -1.197796e+07 nChanged 53242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -12008800.000000 Penalty: 3776.328613
	Iteration 1F: 3 clusters Score -1.20088e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -12009586.000000 Penalty: 3776.328613
	Iteration 2Q: 3 clusters Score -1.200959e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -12011228.000000 Penalty: 3776.328613
	Iteration 3Q: 3 clusters Score -1.201123e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -12014322.000000 Penalty: 3776.328613
	Iteration 4F: 3 clusters Score -1.201432e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -12020352.000000 Penalty: 3776.328613
	Iteration 5F: 3 clusters Score -1.202035e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -12029738.000000 Penalty: 3776.328613
	Iteration 6F: 3 clusters Score -1.202974e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -12039864.000000 Penalty: 3776.328613
	Iteration 7F: 3 clusters Score -1.203986e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -12046555.000000 Penalty: 3776.328613
	Iteration 8F: 3 clusters Score -1.204656e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12049113.000000 Penalty: 3776.328613
	Iteration 9Q: 3 clusters Score -1.204911e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12049713.000000 Penalty: 3776.328613
	Iteration 10Q: 3 clusters Score -1.204971e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12049874.000000 Penalty: 3776.328613
	Iteration 11Q: 3 clusters Score -1.204987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12049917.000000 Penalty: 3776.328613
	Iteration 12Q: 3 clusters Score -1.204992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12049935.000000 Penalty: 3776.328613
	Iteration 13Q: 3 clusters Score -1.204994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12049949.000000 Penalty: 3776.328613
	Iteration 14Q: 3 clusters Score -1.204995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12049966.000000 Penalty: 3776.328613
	Iteration 15Q: 3 clusters Score -1.204997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12049962.000000 Penalty: 3776.328613
	Iteration 16Q: 3 clusters Score -1.204996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12049962.000000 Penalty: 3776.328613
	Iteration 17F: 3 clusters Score -1.204996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -943262.062500 Penalty: 1484.555298
	Iteration 0F: 2 clusters Score -943262.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -936673.062500 Penalty: 2969.110596
	Iteration 0F: 3 clusters Score -936673.1 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -938915.437500 Penalty: 2969.110596
	Iteration 1F: 3 clusters Score -938915.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -939367.625000 Penalty: 2969.110596
	Iteration 2F: 3 clusters Score -939367.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -939738.625000 Penalty: 2969.110596
	Iteration 3F: 3 clusters Score -939738.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -940048.000000 Penalty: 2969.110596
	Iteration 4F: 3 clusters Score -940048 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -940299.562500 Penalty: 2969.110596
	Iteration 5F: 3 clusters Score -940299.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -940516.875000 Penalty: 2969.110596
	Iteration 6Q: 3 clusters Score -940516.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -940754.812500 Penalty: 2969.110596
	Iteration 7Q: 3 clusters Score -940754.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -941098.312500 Penalty: 2969.110596
	Iteration 8Q: 3 clusters Score -941098.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -941542.687500 Penalty: 2969.110596
	Iteration 9F: 3 clusters Score -941542.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -941927.750000 Penalty: 2969.110596
	Iteration 10Q: 3 clusters Score -941927.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -942205.125000 Penalty: 2969.110596
	Iteration 11Q: 3 clusters Score -942205.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -942394.625000 Penalty: 2969.110596
	Iteration 12Q: 3 clusters Score -942394.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -942495.875000 Penalty: 2969.110596
	Iteration 13Q: 3 clusters Score -942495.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -942569.937500 Penalty: 2969.110596
	Iteration 14Q: 3 clusters Score -942569.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -942624.437500 Penalty: 2969.110596
	Iteration 15Q: 3 clusters Score -942624.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -942669.187500 Penalty: 2969.110596
	Iteration 16Q: 3 clusters Score -942669.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -942696.500000 Penalty: 2969.110596
	Iteration 17Q: 3 clusters Score -942696.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -942705.937500 Penalty: 2969.110596
	Iteration 18Q: 3 clusters Score -942705.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -942717.625000 Penalty: 2969.110596
	Iteration 19Q: 3 clusters Score -942717.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -942724.125000 Penalty: 2969.110596
	Iteration 20F: 3 clusters Score -942724.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -942726.437500 Penalty: 2969.110596
	Iteration 21Q: 3 clusters Score -942726.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -942730.312500 Penalty: 2969.110596
	Iteration 22Q: 3 clusters Score -942730.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -942736.125000 Penalty: 2969.110596
	Iteration 23Q: 3 clusters Score -942736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -942735.250000 Penalty: 2969.110596
	Iteration 24Q: 3 clusters Score -942735.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -942738.562500 Penalty: 2969.110596
	Iteration 25Q: 3 clusters Score -942738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -942738.125000 Penalty: 2969.110596
	Iteration 26Q: 3 clusters Score -942738.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -942742.062500 Penalty: 2969.110596
	Iteration 27Q: 3 clusters Score -942742.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -942743.187500 Penalty: 2969.110596
	Iteration 28Q: 3 clusters Score -942743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -942745.875000 Penalty: 2969.110596
	Iteration 29Q: 3 clusters Score -942745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -942752.000000 Penalty: 2969.110596
	Iteration 30Q: 3 clusters Score -942752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -942752.562500 Penalty: 2969.110596
	Iteration 31Q: 3 clusters Score -942752.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -942756.875000 Penalty: 2969.110596
	Iteration 32Q: 3 clusters Score -942756.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -942758.937500 Penalty: 2969.110596
	Iteration 33Q: 3 clusters Score -942758.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -942760.875000 Penalty: 2969.110596
	Iteration 34Q: 3 clusters Score -942760.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -942760.000000 Penalty: 2969.110596
	Iteration 35Q: 3 clusters Score -942760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -942764.437500 Penalty: 2969.110596
	Iteration 36Q: 3 clusters Score -942764.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -942764.687500 Penalty: 2969.110596
	Iteration 37Q: 3 clusters Score -942764.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -942768.187500 Penalty: 2969.110596
	Iteration 38Q: 3 clusters Score -942768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -942768.062500 Penalty: 2969.110596
	Iteration 39Q: 3 clusters Score -942768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -942768.062500 Penalty: 2969.110596
	Iteration 40F: 3 clusters Score -942768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -942767.875000 Penalty: 2969.110596
	Iteration 41Q: 3 clusters Score -942767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -942768.125000 Penalty: 2969.110596
	Iteration 42Q: 3 clusters Score -942768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -942767.875000 Penalty: 2969.110596
	Iteration 43Q: 3 clusters Score -942767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -942769.375000 Penalty: 2969.110596
	Iteration 44Q: 3 clusters Score -942769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -942771.312500 Penalty: 2969.110596
	Iteration 45Q: 3 clusters Score -942771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -942772.187500 Penalty: 2969.110596
	Iteration 46Q: 3 clusters Score -942772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -942771.187500 Penalty: 2969.110596
	Iteration 47Q: 3 clusters Score -942771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -942772.250000 Penalty: 2969.110596
	Iteration 48Q: 3 clusters Score -942772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -942770.937500 Penalty: 2969.110596
	Iteration 49Q: 3 clusters Score -942770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -942771.500000 Penalty: 2969.110596
	Iteration 50Q: 3 clusters Score -942771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -942772.937500 Penalty: 2969.110596
	Iteration 51Q: 3 clusters Score -942772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -942772.750000 Penalty: 2969.110596
	Iteration 52Q: 3 clusters Score -942772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -942775.687500 Penalty: 2969.110596
	Iteration 53Q: 3 clusters Score -942775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -942775.125000 Penalty: 2969.110596
	Iteration 54Q: 3 clusters Score -942775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -942775.625000 Penalty: 2969.110596
	Iteration 55Q: 3 clusters Score -942775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -942774.875000 Penalty: 2969.110596
	Iteration 56Q: 3 clusters Score -942774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -942774.375000 Penalty: 2969.110596
	Iteration 57Q: 3 clusters Score -942774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -942775.000000 Penalty: 2969.110596
	Iteration 58Q: 3 clusters Score -942775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -942777.500000 Penalty: 2969.110596
	Iteration 59Q: 3 clusters Score -942777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -942778.812500 Penalty: 2969.110596
	Iteration 60F: 3 clusters Score -942778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -942777.875000 Penalty: 2969.110596
	Iteration 61Q: 3 clusters Score -942777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -942776.687500 Penalty: 2969.110596
	Iteration 62Q: 3 clusters Score -942776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -942777.562500 Penalty: 2969.110596
	Iteration 63Q: 3 clusters Score -942777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -942777.562500 Penalty: 2969.110596
	Iteration 64F: 3 clusters Score -942777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -47819.437500 Penalty: 1029.734253
	Iteration 0F: 2 clusters Score -47819.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46704.218750 Penalty: 2059.468506
	Iteration 0F: 3 clusters Score -46704.22 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46932.410156 Penalty: 2059.468506
	Iteration 1F: 3 clusters Score -46932.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47012.984375 Penalty: 2059.468506
	Iteration 2F: 3 clusters Score -47012.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47077.347656 Penalty: 2059.468506
	Iteration 3F: 3 clusters Score -47077.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47124.882812 Penalty: 2059.468506
	Iteration 4Q: 3 clusters Score -47124.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47158.355469 Penalty: 2059.468506
	Iteration 5Q: 3 clusters Score -47158.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47171.566406 Penalty: 2059.468506
	Iteration 6Q: 3 clusters Score -47171.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47184.414062 Penalty: 2059.468506
	Iteration 7Q: 3 clusters Score -47184.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47197.472656 Penalty: 2059.468506
	Iteration 8Q: 3 clusters Score -47197.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47206.558594 Penalty: 2059.468506
	Iteration 9Q: 3 clusters Score -47206.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47219.437500 Penalty: 2059.468506
	Iteration 10Q: 3 clusters Score -47219.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47236.785156 Penalty: 2059.468506
	Iteration 11Q: 3 clusters Score -47236.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47244.246094 Penalty: 2059.468506
	Iteration 12Q: 3 clusters Score -47244.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47250.824219 Penalty: 2059.468506
	Iteration 13Q: 3 clusters Score -47250.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47264.925781 Penalty: 2059.468506
	Iteration 14Q: 3 clusters Score -47264.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47289.531250 Penalty: 2059.468506
	Iteration 15Q: 3 clusters Score -47289.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47301.152344 Penalty: 2059.468506
	Iteration 16Q: 3 clusters Score -47301.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47313.796875 Penalty: 2059.468506
	Iteration 17Q: 3 clusters Score -47313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47333.855469 Penalty: 2059.468506
	Iteration 18Q: 3 clusters Score -47333.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47351.359375 Penalty: 2059.468506
	Iteration 19Q: 3 clusters Score -47351.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47363.449219 Penalty: 2059.468506
	Iteration 20F: 3 clusters Score -47363.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47371.652344 Penalty: 2059.468506
	Iteration 21Q: 3 clusters Score -47371.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47378.386719 Penalty: 2059.468506
	Iteration 22Q: 3 clusters Score -47378.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47379.367188 Penalty: 2059.468506
	Iteration 23Q: 3 clusters Score -47379.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47385.488281 Penalty: 2059.468506
	Iteration 24Q: 3 clusters Score -47385.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47385.488281 Penalty: 2059.468506
	Iteration 25F: 3 clusters Score -47385.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -186387.234375 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -186387.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -184439.265625 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -184439.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -184896.984375 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -184897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185027.375000 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -185027.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -185105.390625 Penalty: 2430.955811
	Iteration 3Q: 3 clusters Score -185105.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -185176.593750 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -185176.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185241.234375 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -185241.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185305.078125 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -185305.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -185403.859375 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -185403.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185514.484375 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -185514.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185609.015625 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -185609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185694.406250 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -185694.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -185747.890625 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -185747.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185781.843750 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -185781.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -185814.609375 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -185814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185830.812500 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -185830.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185842.734375 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -185842.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -185857.859375 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -185857.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -185868.015625 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -185868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -185875.859375 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -185875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185881.906250 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -185881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -185884.765625 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -185884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -185890.421875 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -185890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -185895.031250 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -185895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -185900.562500 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -185900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185903.968750 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -185904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185905.640625 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -185905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185905.640625 Penalty: 2430.955811
	Iteration 26F: 3 clusters Score -185905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Entering Unmasked Estep 
Score: -2722649.250000 Penalty: 1650.519531
	Iteration 0F: 2 clusters Score -2722649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2705245.000000 Penalty: 3301.039062
	Iteration 0F: 3 clusters Score -2705245 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2711806.750000 Penalty: 3301.039062
	Iteration 1F: 3 clusters Score -2711807 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2712217.000000 Penalty: 3301.039062
	Iteration 2Q: 3 clusters Score -2712217 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2712683.750000 Penalty: 3301.039062
	Iteration 3Q: 3 clusters Score -2712684 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2713166.500000 Penalty: 3301.039062
	Iteration 4Q: 3 clusters Score -2713166 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2713816.750000 Penalty: 3301.039062
	Iteration 5Q: 3 clusters Score -2713817 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2714719.250000 Penalty: 3301.039062
	Iteration 6F: 3 clusters Score -2714719 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2715732.000000 Penalty: 3301.039062
	Iteration 7F: 3 clusters Score -2715732 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2716768.000000 Penalty: 3301.039062
	Iteration 8F: 3 clusters Score -2716768 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2717549.250000 Penalty: 3301.039062
	Iteration 9F: 3 clusters Score -2717549 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2718136.000000 Penalty: 3301.039062
	Iteration 10Q: 3 clusters Score -2718136 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2718555.000000 Penalty: 3301.039062
	Iteration 11Q: 3 clusters Score -2718555 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2718859.000000 Penalty: 3301.039062
	Iteration 12Q: 3 clusters Score -2718859 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2719052.500000 Penalty: 3301.039062
	Iteration 13Q: 3 clusters Score -2719052 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2719156.750000 Penalty: 3301.039062
	Iteration 14Q: 3 clusters Score -2719157 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2719252.250000 Penalty: 3301.039062
	Iteration 15Q: 3 clusters Score -2719252 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2719312.500000 Penalty: 3301.039062
	Iteration 16Q: 3 clusters Score -2719312 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2719360.500000 Penalty: 3301.039062
	Iteration 17Q: 3 clusters Score -2719360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2719379.750000 Penalty: 3301.039062
	Iteration 18Q: 3 clusters Score -2719380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2719397.250000 Penalty: 3301.039062
	Iteration 19Q: 3 clusters Score -2719397 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2719428.250000 Penalty: 3301.039062
	Iteration 20F: 3 clusters Score -2719428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2719442.250000 Penalty: 3301.039062
	Iteration 21Q: 3 clusters Score -2719442 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2719461.500000 Penalty: 3301.039062
	Iteration 22Q: 3 clusters Score -2719462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2719467.750000 Penalty: 3301.039062
	Iteration 23Q: 3 clusters Score -2719468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2719497.000000 Penalty: 3301.039062
	Iteration 24Q: 3 clusters Score -2719497 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2719519.500000 Penalty: 3301.039062
	Iteration 25Q: 3 clusters Score -2719520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2719534.500000 Penalty: 3301.039062
	Iteration 26Q: 3 clusters Score -2719534 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2719554.750000 Penalty: 3301.039062
	Iteration 27Q: 3 clusters Score -2719555 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2719589.500000 Penalty: 3301.039062
	Iteration 28Q: 3 clusters Score -2719590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2719626.250000 Penalty: 3301.039062
	Iteration 29Q: 3 clusters Score -2719626 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2719651.000000 Penalty: 3301.039062
	Iteration 30Q: 3 clusters Score -2719651 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2719715.750000 Penalty: 3301.039062
	Iteration 31Q: 3 clusters Score -2719716 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2719760.000000 Penalty: 3301.039062
	Iteration 32Q: 3 clusters Score -2719760 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2719833.750000 Penalty: 3301.039062
	Iteration 33Q: 3 clusters Score -2719834 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2719899.250000 Penalty: 3301.039062
	Iteration 34Q: 3 clusters Score -2719899 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2719965.750000 Penalty: 3301.039062
	Iteration 35Q: 3 clusters Score -2719966 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2720040.250000 Penalty: 3301.039062
	Iteration 36Q: 3 clusters Score -2720040 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2720098.250000 Penalty: 3301.039062
	Iteration 37Q: 3 clusters Score -2720098 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2720166.250000 Penalty: 3301.039062
	Iteration 38Q: 3 clusters Score -2720166 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2720237.250000 Penalty: 3301.039062
	Iteration 39Q: 3 clusters Score -2720237 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2720312.250000 Penalty: 3301.039062
	Iteration 40F: 3 clusters Score -2720312 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2720392.000000 Penalty: 3301.039062
	Iteration 41Q: 3 clusters Score -2720392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2720462.500000 Penalty: 3301.039062
	Iteration 42Q: 3 clusters Score -2720462 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2720518.500000 Penalty: 3301.039062
	Iteration 43Q: 3 clusters Score -2720518 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2720595.750000 Penalty: 3301.039062
	Iteration 44Q: 3 clusters Score -2720596 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2720644.250000 Penalty: 3301.039062
	Iteration 45Q: 3 clusters Score -2720644 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2720707.250000 Penalty: 3301.039062
	Iteration 46Q: 3 clusters Score -2720707 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2720749.250000 Penalty: 3301.039062
	Iteration 47Q: 3 clusters Score -2720749 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2720796.500000 Penalty: 3301.039062
	Iteration 48Q: 3 clusters Score -2720796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2720844.750000 Penalty: 3301.039062
	Iteration 49Q: 3 clusters Score -2720845 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2720879.000000 Penalty: 3301.039062
	Iteration 50Q: 3 clusters Score -2720879 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2720914.750000 Penalty: 3301.039062
	Iteration 51Q: 3 clusters Score -2720915 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2720960.250000 Penalty: 3301.039062
	Iteration 52Q: 3 clusters Score -2720960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2720994.000000 Penalty: 3301.039062
	Iteration 53Q: 3 clusters Score -2720994 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2721038.500000 Penalty: 3301.039062
	Iteration 54Q: 3 clusters Score -2721038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2721101.000000 Penalty: 3301.039062
	Iteration 55Q: 3 clusters Score -2721101 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2721151.000000 Penalty: 3301.039062
	Iteration 56Q: 3 clusters Score -2721151 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2721193.000000 Penalty: 3301.039062
	Iteration 57Q: 3 clusters Score -2721193 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2721250.750000 Penalty: 3301.039062
	Iteration 58Q: 3 clusters Score -2721251 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2721285.250000 Penalty: 3301.039062
	Iteration 59Q: 3 clusters Score -2721285 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2721320.750000 Penalty: 3301.039062
	Iteration 60F: 3 clusters Score -2721321 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2721348.000000 Penalty: 3301.039062
	Iteration 61Q: 3 clusters Score -2721348 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2721380.000000 Penalty: 3301.039062
	Iteration 62Q: 3 clusters Score -2721380 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2721408.750000 Penalty: 3301.039062
	Iteration 63Q: 3 clusters Score -2721409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2721426.500000 Penalty: 3301.039062
	Iteration 64Q: 3 clusters Score -2721426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2721444.750000 Penalty: 3301.039062
	Iteration 65Q: 3 clusters Score -2721445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2721463.500000 Penalty: 3301.039062
	Iteration 66Q: 3 clusters Score -2721464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2721481.750000 Penalty: 3301.039062
	Iteration 67Q: 3 clusters Score -2721482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2721478.750000 Penalty: 3301.039062
	Iteration 68Q: 3 clusters Score -2721479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2721500.750000 Penalty: 3301.039062
	Iteration 69Q: 3 clusters Score -2721501 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2721512.500000 Penalty: 3301.039062
	Iteration 70Q: 3 clusters Score -2721512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2721529.500000 Penalty: 3301.039062
	Iteration 71Q: 3 clusters Score -2721530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2721541.250000 Penalty: 3301.039062
	Iteration 72Q: 3 clusters Score -2721541 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2721549.750000 Penalty: 3301.039062
	Iteration 73Q: 3 clusters Score -2721550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2721563.750000 Penalty: 3301.039062
	Iteration 74Q: 3 clusters Score -2721564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2721582.500000 Penalty: 3301.039062
	Iteration 75Q: 3 clusters Score -2721582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2721596.250000 Penalty: 3301.039062
	Iteration 76Q: 3 clusters Score -2721596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2721606.000000 Penalty: 3301.039062
	Iteration 77Q: 3 clusters Score -2721606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2721609.500000 Penalty: 3301.039062
	Iteration 78Q: 3 clusters Score -2721610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2721614.750000 Penalty: 3301.039062
	Iteration 79Q: 3 clusters Score -2721615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2721626.250000 Penalty: 3301.039062
	Iteration 80F: 3 clusters Score -2721626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2721629.500000 Penalty: 3301.039062
	Iteration 81Q: 3 clusters Score -2721630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2721634.000000 Penalty: 3301.039062
	Iteration 82Q: 3 clusters Score -2721634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2721633.750000 Penalty: 3301.039062
	Iteration 83Q: 3 clusters Score -2721634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2721640.500000 Penalty: 3301.039062
	Iteration 84Q: 3 clusters Score -2721640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2721642.250000 Penalty: 3301.039062
	Iteration 85Q: 3 clusters Score -2721642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2721650.750000 Penalty: 3301.039062
	Iteration 86Q: 3 clusters Score -2721651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2721654.750000 Penalty: 3301.039062
	Iteration 87Q: 3 clusters Score -2721655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2721658.000000 Penalty: 3301.039062
	Iteration 88Q: 3 clusters Score -2721658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2721656.750000 Penalty: 3301.039062
	Iteration 89Q: 3 clusters Score -2721657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2721661.500000 Penalty: 3301.039062
	Iteration 90Q: 3 clusters Score -2721662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2721661.250000 Penalty: 3301.039062
	Iteration 91Q: 3 clusters Score -2721661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2721662.000000 Penalty: 3301.039062
	Iteration 92Q: 3 clusters Score -2721662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2721660.000000 Penalty: 3301.039062
	Iteration 93Q: 3 clusters Score -2721660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -2721661.500000 Penalty: 3301.039062
	Iteration 94Q: 3 clusters Score -2721662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2721662.000000 Penalty: 3301.039062
	Iteration 95Q: 3 clusters Score -2721662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2721668.000000 Penalty: 3301.039062
	Iteration 96Q: 3 clusters Score -2721668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2721671.250000 Penalty: 3301.039062
	Iteration 97Q: 3 clusters Score -2721671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2721670.250000 Penalty: 3301.039062
	Iteration 98Q: 3 clusters Score -2721670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2721674.500000 Penalty: 3301.039062
	Iteration 99Q: 3 clusters Score -2721674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2721672.250000 Penalty: 3301.039062
	Iteration 100F: 3 clusters Score -2721672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2721675.500000 Penalty: 3301.039062
	Iteration 101Q: 3 clusters Score -2721676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2721678.000000 Penalty: 3301.039062
	Iteration 102Q: 3 clusters Score -2721678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2721674.250000 Penalty: 3301.039062
	Iteration 103Q: 3 clusters Score -2721674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2721675.500000 Penalty: 3301.039062
	Iteration 104Q: 3 clusters Score -2721676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2721676.250000 Penalty: 3301.039062
	Iteration 105Q: 3 clusters Score -2721676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2721677.000000 Penalty: 3301.039062
	Iteration 106Q: 3 clusters Score -2721677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2721687.000000 Penalty: 3301.039062
	Iteration 107Q: 3 clusters Score -2721687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2721694.000000 Penalty: 3301.039062
	Iteration 108Q: 3 clusters Score -2721694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2721696.250000 Penalty: 3301.039062
	Iteration 109Q: 3 clusters Score -2721696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2721706.250000 Penalty: 3301.039062
	Iteration 110Q: 3 clusters Score -2721706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2721705.750000 Penalty: 3301.039062
	Iteration 111Q: 3 clusters Score -2721706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2721709.000000 Penalty: 3301.039062
	Iteration 112Q: 3 clusters Score -2721709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2721713.500000 Penalty: 3301.039062
	Iteration 113Q: 3 clusters Score -2721714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2721714.000000 Penalty: 3301.039062
	Iteration 114Q: 3 clusters Score -2721714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2721710.250000 Penalty: 3301.039062
	Iteration 115Q: 3 clusters Score -2721710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2721717.000000 Penalty: 3301.039062
	Iteration 116Q: 3 clusters Score -2721717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2721715.000000 Penalty: 3301.039062
	Iteration 117Q: 3 clusters Score -2721715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2721712.000000 Penalty: 3301.039062
	Iteration 118Q: 3 clusters Score -2721712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2721718.500000 Penalty: 3301.039062
	Iteration 119Q: 3 clusters Score -2721718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2721725.000000 Penalty: 3301.039062
	Iteration 120F: 3 clusters Score -2721725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2721728.000000 Penalty: 3301.039062
	Iteration 121Q: 3 clusters Score -2721728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2721725.250000 Penalty: 3301.039062
	Iteration 122Q: 3 clusters Score -2721725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2721726.750000 Penalty: 3301.039062
	Iteration 123Q: 3 clusters Score -2721727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2721729.000000 Penalty: 3301.039062
	Iteration 124Q: 3 clusters Score -2721729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2721728.750000 Penalty: 3301.039062
	Iteration 125Q: 3 clusters Score -2721729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2721729.500000 Penalty: 3301.039062
	Iteration 126Q: 3 clusters Score -2721730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2721734.000000 Penalty: 3301.039062
	Iteration 127Q: 3 clusters Score -2721734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2721732.500000 Penalty: 3301.039062
	Iteration 128Q: 3 clusters Score -2721732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2721733.000000 Penalty: 3301.039062
	Iteration 129Q: 3 clusters Score -2721733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2721741.000000 Penalty: 3301.039062
	Iteration 130Q: 3 clusters Score -2721741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2721738.750000 Penalty: 3301.039062
	Iteration 131Q: 3 clusters Score -2721739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2721739.250000 Penalty: 3301.039062
	Iteration 132Q: 3 clusters Score -2721739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2721746.500000 Penalty: 3301.039062
	Iteration 133Q: 3 clusters Score -2721746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2721743.000000 Penalty: 3301.039062
	Iteration 134Q: 3 clusters Score -2721743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2721743.500000 Penalty: 3301.039062
	Iteration 135Q: 3 clusters Score -2721744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2721744.500000 Penalty: 3301.039062
	Iteration 136Q: 3 clusters Score -2721744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2721746.500000 Penalty: 3301.039062
	Iteration 137Q: 3 clusters Score -2721746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2721746.250000 Penalty: 3301.039062
	Iteration 138Q: 3 clusters Score -2721746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2721744.250000 Penalty: 3301.039062
	Iteration 139Q: 3 clusters Score -2721744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2721749.750000 Penalty: 3301.039062
	Iteration 140F: 3 clusters Score -2721750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2721748.500000 Penalty: 3301.039062
	Iteration 141Q: 3 clusters Score -2721748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2721747.000000 Penalty: 3301.039062
	Iteration 142Q: 3 clusters Score -2721747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2721751.000000 Penalty: 3301.039062
	Iteration 143Q: 3 clusters Score -2721751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2721746.250000 Penalty: 3301.039062
	Iteration 144Q: 3 clusters Score -2721746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2721744.000000 Penalty: 3301.039062
	Iteration 145Q: 3 clusters Score -2721744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2721746.250000 Penalty: 3301.039062
	Iteration 146Q: 3 clusters Score -2721746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2721749.000000 Penalty: 3301.039062
	Iteration 147Q: 3 clusters Score -2721749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2721749.000000 Penalty: 3301.039062
	Iteration 148F: 3 clusters Score -2721749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Entering Unmasked Estep 
Score: -731064.625000 Penalty: 1441.938599
	Iteration 0F: 2 clusters Score -731064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -725732.687500 Penalty: 2883.877197
	Iteration 0F: 3 clusters Score -725732.7 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -727415.750000 Penalty: 2883.877197
	Iteration 1F: 3 clusters Score -727415.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -727699.437500 Penalty: 2883.877197
	Iteration 2F: 3 clusters Score -727699.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -727975.937500 Penalty: 2883.877197
	Iteration 3F: 3 clusters Score -727975.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -728280.312500 Penalty: 2883.877197
	Iteration 4F: 3 clusters Score -728280.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -728619.250000 Penalty: 2883.877197
	Iteration 5F: 3 clusters Score -728619.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -728953.250000 Penalty: 2883.877197
	Iteration 6F: 3 clusters Score -728953.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -729248.500000 Penalty: 2883.877197
	Iteration 7Q: 3 clusters Score -729248.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -729509.625000 Penalty: 2883.877197
	Iteration 8Q: 3 clusters Score -729509.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -729745.937500 Penalty: 2883.877197
	Iteration 9Q: 3 clusters Score -729745.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -729947.625000 Penalty: 2883.877197
	Iteration 10Q: 3 clusters Score -729947.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -730104.125000 Penalty: 2883.877197
	Iteration 11Q: 3 clusters Score -730104.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -730232.312500 Penalty: 2883.877197
	Iteration 12Q: 3 clusters Score -730232.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -730319.937500 Penalty: 2883.877197
	Iteration 13Q: 3 clusters Score -730319.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -730389.875000 Penalty: 2883.877197
	Iteration 14Q: 3 clusters Score -730389.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -730435.750000 Penalty: 2883.877197
	Iteration 15Q: 3 clusters Score -730435.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -730473.687500 Penalty: 2883.877197
	Iteration 16Q: 3 clusters Score -730473.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -730501.687500 Penalty: 2883.877197
	Iteration 17Q: 3 clusters Score -730501.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -730516.125000 Penalty: 2883.877197
	Iteration 18Q: 3 clusters Score -730516.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -730528.125000 Penalty: 2883.877197
	Iteration 19Q: 3 clusters Score -730528.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -730543.687500 Penalty: 2883.877197
	Iteration 20F: 3 clusters Score -730543.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -730567.375000 Penalty: 2883.877197
	Iteration 21Q: 3 clusters Score -730567.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -730586.687500 Penalty: 2883.877197
	Iteration 22Q: 3 clusters Score -730586.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -730604.562500 Penalty: 2883.877197
	Iteration 23Q: 3 clusters Score -730604.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -730623.812500 Penalty: 2883.877197
	Iteration 24Q: 3 clusters Score -730623.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -730635.312500 Penalty: 2883.877197
	Iteration 25Q: 3 clusters Score -730635.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -730647.062500 Penalty: 2883.877197
	Iteration 26Q: 3 clusters Score -730647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -730653.125000 Penalty: 2883.877197
	Iteration 27Q: 3 clusters Score -730653.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -730655.250000 Penalty: 2883.877197
	Iteration 28Q: 3 clusters Score -730655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -730661.750000 Penalty: 2883.877197
	Iteration 29Q: 3 clusters Score -730661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -730663.375000 Penalty: 2883.877197
	Iteration 30Q: 3 clusters Score -730663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -730665.625000 Penalty: 2883.877197
	Iteration 31Q: 3 clusters Score -730665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -730669.062500 Penalty: 2883.877197
	Iteration 32Q: 3 clusters Score -730669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -730669.562500 Penalty: 2883.877197
	Iteration 33Q: 3 clusters Score -730669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -730670.562500 Penalty: 2883.877197
	Iteration 34Q: 3 clusters Score -730670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -730673.000000 Penalty: 2883.877197
	Iteration 35Q: 3 clusters Score -730673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -730673.312500 Penalty: 2883.877197
	Iteration 36Q: 3 clusters Score -730673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -730673.312500 Penalty: 2883.877197
	Iteration 37F: 3 clusters Score -730673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Entering Unmasked Estep 
Score: -1138492.125000 Penalty: 1515.689941
	Iteration 0F: 2 clusters Score -1138492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1130582.500000 Penalty: 3031.379883
	Iteration 0F: 3 clusters Score -1130582 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1133397.125000 Penalty: 3031.379883
	Iteration 1F: 3 clusters Score -1133397 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1133873.625000 Penalty: 3031.379883
	Iteration 2F: 3 clusters Score -1133874 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1134319.750000 Penalty: 3031.379883
	Iteration 3F: 3 clusters Score -1134320 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1134690.750000 Penalty: 3031.379883
	Iteration 4F: 3 clusters Score -1134691 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1135069.375000 Penalty: 3031.379883
	Iteration 5F: 3 clusters Score -1135069 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1135433.375000 Penalty: 3031.379883
	Iteration 6F: 3 clusters Score -1135433 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1135759.000000 Penalty: 3031.379883
	Iteration 7Q: 3 clusters Score -1135759 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1136054.750000 Penalty: 3031.379883
	Iteration 8Q: 3 clusters Score -1136055 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1136260.625000 Penalty: 3031.379883
	Iteration 9Q: 3 clusters Score -1136261 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1136412.750000 Penalty: 3031.379883
	Iteration 10Q: 3 clusters Score -1136413 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1136517.250000 Penalty: 3031.379883
	Iteration 11Q: 3 clusters Score -1136517 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1136601.500000 Penalty: 3031.379883
	Iteration 12Q: 3 clusters Score -1136602 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1136668.750000 Penalty: 3031.379883
	Iteration 13Q: 3 clusters Score -1136669 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1136720.625000 Penalty: 3031.379883
	Iteration 14Q: 3 clusters Score -1136721 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1136757.250000 Penalty: 3031.379883
	Iteration 15Q: 3 clusters Score -1136757 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1136779.000000 Penalty: 3031.379883
	Iteration 16Q: 3 clusters Score -1136779 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1136792.250000 Penalty: 3031.379883
	Iteration 17Q: 3 clusters Score -1136792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1136802.000000 Penalty: 3031.379883
	Iteration 18Q: 3 clusters Score -1136802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1136812.750000 Penalty: 3031.379883
	Iteration 19Q: 3 clusters Score -1136813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1136821.125000 Penalty: 3031.379883
	Iteration 20F: 3 clusters Score -1136821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1136827.875000 Penalty: 3031.379883
	Iteration 21Q: 3 clusters Score -1136828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1136838.125000 Penalty: 3031.379883
	Iteration 22Q: 3 clusters Score -1136838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1136855.375000 Penalty: 3031.379883
	Iteration 23Q: 3 clusters Score -1136855 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1136872.250000 Penalty: 3031.379883
	Iteration 24Q: 3 clusters Score -1136872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1136885.750000 Penalty: 3031.379883
	Iteration 25Q: 3 clusters Score -1136886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1136892.250000 Penalty: 3031.379883
	Iteration 26Q: 3 clusters Score -1136892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1136900.125000 Penalty: 3031.379883
	Iteration 27Q: 3 clusters Score -1136900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1136905.125000 Penalty: 3031.379883
	Iteration 28Q: 3 clusters Score -1136905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1136905.875000 Penalty: 3031.379883
	Iteration 29Q: 3 clusters Score -1136906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1136914.375000 Penalty: 3031.379883
	Iteration 30Q: 3 clusters Score -1136914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1136918.250000 Penalty: 3031.379883
	Iteration 31Q: 3 clusters Score -1136918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1136921.500000 Penalty: 3031.379883
	Iteration 32Q: 3 clusters Score -1136922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1136922.375000 Penalty: 3031.379883
	Iteration 33Q: 3 clusters Score -1136922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1136927.125000 Penalty: 3031.379883
	Iteration 34Q: 3 clusters Score -1136927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1136931.125000 Penalty: 3031.379883
	Iteration 35Q: 3 clusters Score -1136931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1136931.750000 Penalty: 3031.379883
	Iteration 36Q: 3 clusters Score -1136932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1136935.500000 Penalty: 3031.379883
	Iteration 37Q: 3 clusters Score -1136936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1136939.875000 Penalty: 3031.379883
	Iteration 38Q: 3 clusters Score -1136940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1136945.500000 Penalty: 3031.379883
	Iteration 39Q: 3 clusters Score -1136946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1136947.875000 Penalty: 3031.379883
	Iteration 40F: 3 clusters Score -1136948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1136952.875000 Penalty: 3031.379883
	Iteration 41Q: 3 clusters Score -1136953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1136957.500000 Penalty: 3031.379883
	Iteration 42Q: 3 clusters Score -1136958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1136961.750000 Penalty: 3031.379883
	Iteration 43Q: 3 clusters Score -1136962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1136965.375000 Penalty: 3031.379883
	Iteration 44Q: 3 clusters Score -1136965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1136967.500000 Penalty: 3031.379883
	Iteration 45Q: 3 clusters Score -1136968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1136970.000000 Penalty: 3031.379883
	Iteration 46Q: 3 clusters Score -1136970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1136969.125000 Penalty: 3031.379883
	Iteration 47Q: 3 clusters Score -1136969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1136971.125000 Penalty: 3031.379883
	Iteration 48Q: 3 clusters Score -1136971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1136970.875000 Penalty: 3031.379883
	Iteration 49Q: 3 clusters Score -1136971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1136971.000000 Penalty: 3031.379883
	Iteration 50Q: 3 clusters Score -1136971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1136970.125000 Penalty: 3031.379883
	Iteration 51Q: 3 clusters Score -1136970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1136969.875000 Penalty: 3031.379883
	Iteration 52Q: 3 clusters Score -1136970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1136971.625000 Penalty: 3031.379883
	Iteration 53Q: 3 clusters Score -1136972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1136972.375000 Penalty: 3031.379883
	Iteration 54Q: 3 clusters Score -1136972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1136973.500000 Penalty: 3031.379883
	Iteration 55Q: 3 clusters Score -1136974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1136974.125000 Penalty: 3031.379883
	Iteration 56Q: 3 clusters Score -1136974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1136975.875000 Penalty: 3031.379883
	Iteration 57Q: 3 clusters Score -1136976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1136977.000000 Penalty: 3031.379883
	Iteration 58Q: 3 clusters Score -1136977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1136975.375000 Penalty: 3031.379883
	Iteration 59Q: 3 clusters Score -1136975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1136976.750000 Penalty: 3031.379883
	Iteration 60F: 3 clusters Score -1136977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1136977.375000 Penalty: 3031.379883
	Iteration 61Q: 3 clusters Score -1136977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1136977.375000 Penalty: 3031.379883
	Iteration 62F: 3 clusters Score -1136977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Entering Unmasked Estep 
Score: -1952527.000000 Penalty: 1591.453613
	Iteration 0F: 2 clusters Score -1952527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1940302.875000 Penalty: 3182.907227
	Iteration 0F: 3 clusters Score -1940303 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1944559.625000 Penalty: 3182.907227
	Iteration 1F: 3 clusters Score -1944560 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1944859.000000 Penalty: 3182.907227
	Iteration 2Q: 3 clusters Score -1944859 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1945160.875000 Penalty: 3182.907227
	Iteration 3Q: 3 clusters Score -1945161 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1945496.875000 Penalty: 3182.907227
	Iteration 4Q: 3 clusters Score -1945497 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1945894.000000 Penalty: 3182.907227
	Iteration 5Q: 3 clusters Score -1945894 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1946422.250000 Penalty: 3182.907227
	Iteration 6F: 3 clusters Score -1946422 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1947148.500000 Penalty: 3182.907227
	Iteration 7F: 3 clusters Score -1947148 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1948050.750000 Penalty: 3182.907227
	Iteration 8F: 3 clusters Score -1948051 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1949073.625000 Penalty: 3182.907227
	Iteration 9F: 3 clusters Score -1949074 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1949922.250000 Penalty: 3182.907227
	Iteration 10Q: 3 clusters Score -1949922 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1950477.125000 Penalty: 3182.907227
	Iteration 11Q: 3 clusters Score -1950477 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1950807.125000 Penalty: 3182.907227
	Iteration 12Q: 3 clusters Score -1950807 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1950954.000000 Penalty: 3182.907227
	Iteration 13Q: 3 clusters Score -1950954 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1951033.125000 Penalty: 3182.907227
	Iteration 14Q: 3 clusters Score -1951033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1951086.250000 Penalty: 3182.907227
	Iteration 15Q: 3 clusters Score -1951086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1951114.250000 Penalty: 3182.907227
	Iteration 16Q: 3 clusters Score -1951114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1951136.375000 Penalty: 3182.907227
	Iteration 17Q: 3 clusters Score -1951136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1951153.375000 Penalty: 3182.907227
	Iteration 18Q: 3 clusters Score -1951153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1951166.875000 Penalty: 3182.907227
	Iteration 19Q: 3 clusters Score -1951167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1951178.750000 Penalty: 3182.907227
	Iteration 20F: 3 clusters Score -1951179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1951190.250000 Penalty: 3182.907227
	Iteration 21Q: 3 clusters Score -1951190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1951194.625000 Penalty: 3182.907227
	Iteration 22Q: 3 clusters Score -1951195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1951199.500000 Penalty: 3182.907227
	Iteration 23Q: 3 clusters Score -1951200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1951205.625000 Penalty: 3182.907227
	Iteration 24Q: 3 clusters Score -1951206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1951205.500000 Penalty: 3182.907227
	Iteration 25Q: 3 clusters Score -1951206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1951213.500000 Penalty: 3182.907227
	Iteration 26Q: 3 clusters Score -1951214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1951212.875000 Penalty: 3182.907227
	Iteration 27Q: 3 clusters Score -1951213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1951218.250000 Penalty: 3182.907227
	Iteration 28Q: 3 clusters Score -1951218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1951221.625000 Penalty: 3182.907227
	Iteration 29Q: 3 clusters Score -1951222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1951224.125000 Penalty: 3182.907227
	Iteration 30Q: 3 clusters Score -1951224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1951224.125000 Penalty: 3182.907227
	Iteration 31Q: 3 clusters Score -1951224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1951224.625000 Penalty: 3182.907227
	Iteration 32Q: 3 clusters Score -1951225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1951224.625000 Penalty: 3182.907227
	Iteration 33F: 3 clusters Score -1951225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
Score: -920230.250000 Penalty: 1474.386108
	Iteration 0F: 2 clusters Score -920230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -913918.125000 Penalty: 2948.772217
	Iteration 0F: 3 clusters Score -913918.1 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -915978.562500 Penalty: 2948.772217
	Iteration 1F: 3 clusters Score -915978.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -916249.937500 Penalty: 2948.772217
	Iteration 2F: 3 clusters Score -916249.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -916464.625000 Penalty: 2948.772217
	Iteration 3F: 3 clusters Score -916464.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -916630.375000 Penalty: 2948.772217
	Iteration 4Q: 3 clusters Score -916630.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -916769.937500 Penalty: 2948.772217
	Iteration 5Q: 3 clusters Score -916769.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -916903.875000 Penalty: 2948.772217
	Iteration 6Q: 3 clusters Score -916903.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -917047.687500 Penalty: 2948.772217
	Iteration 7Q: 3 clusters Score -917047.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -917205.812500 Penalty: 2948.772217
	Iteration 8Q: 3 clusters Score -917205.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -917375.312500 Penalty: 2948.772217
	Iteration 9Q: 3 clusters Score -917375.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -917537.312500 Penalty: 2948.772217
	Iteration 10Q: 3 clusters Score -917537.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -917687.812500 Penalty: 2948.772217
	Iteration 11Q: 3 clusters Score -917687.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -917798.312500 Penalty: 2948.772217
	Iteration 12Q: 3 clusters Score -917798.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -917890.187500 Penalty: 2948.772217
	Iteration 13Q: 3 clusters Score -917890.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -917961.187500 Penalty: 2948.772217
	Iteration 14Q: 3 clusters Score -917961.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -918019.125000 Penalty: 2948.772217
	Iteration 15Q: 3 clusters Score -918019.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -918058.187500 Penalty: 2948.772217
	Iteration 16Q: 3 clusters Score -918058.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -918084.625000 Penalty: 2948.772217
	Iteration 17Q: 3 clusters Score -918084.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -918100.437500 Penalty: 2948.772217
	Iteration 18Q: 3 clusters Score -918100.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -918113.500000 Penalty: 2948.772217
	Iteration 19Q: 3 clusters Score -918113.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -918120.750000 Penalty: 2948.772217
	Iteration 20F: 3 clusters Score -918120.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -918130.937500 Penalty: 2948.772217
	Iteration 21Q: 3 clusters Score -918130.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -918144.000000 Penalty: 2948.772217
	Iteration 22Q: 3 clusters Score -918144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -918152.875000 Penalty: 2948.772217
	Iteration 23Q: 3 clusters Score -918152.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -918158.625000 Penalty: 2948.772217
	Iteration 24Q: 3 clusters Score -918158.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -918165.437500 Penalty: 2948.772217
	Iteration 25Q: 3 clusters Score -918165.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -918172.187500 Penalty: 2948.772217
	Iteration 26Q: 3 clusters Score -918172.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -918177.312500 Penalty: 2948.772217
	Iteration 27Q: 3 clusters Score -918177.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -918183.687500 Penalty: 2948.772217
	Iteration 28Q: 3 clusters Score -918183.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -918191.625000 Penalty: 2948.772217
	Iteration 29Q: 3 clusters Score -918191.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -918194.500000 Penalty: 2948.772217
	Iteration 30Q: 3 clusters Score -918194.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -918198.250000 Penalty: 2948.772217
	Iteration 31Q: 3 clusters Score -918198.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -918203.125000 Penalty: 2948.772217
	Iteration 32Q: 3 clusters Score -918203.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -918207.125000 Penalty: 2948.772217
	Iteration 33Q: 3 clusters Score -918207.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -918210.500000 Penalty: 2948.772217
	Iteration 34Q: 3 clusters Score -918210.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -918213.562500 Penalty: 2948.772217
	Iteration 35Q: 3 clusters Score -918213.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -918219.937500 Penalty: 2948.772217
	Iteration 36Q: 3 clusters Score -918219.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -918226.125000 Penalty: 2948.772217
	Iteration 37Q: 3 clusters Score -918226.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -918225.312500 Penalty: 2948.772217
	Iteration 38Q: 3 clusters Score -918225.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -918230.312500 Penalty: 2948.772217
	Iteration 39Q: 3 clusters Score -918230.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -918235.875000 Penalty: 2948.772217
	Iteration 40F: 3 clusters Score -918235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -918236.937500 Penalty: 2948.772217
	Iteration 41Q: 3 clusters Score -918236.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -918240.312500 Penalty: 2948.772217
	Iteration 42Q: 3 clusters Score -918240.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -918244.375000 Penalty: 2948.772217
	Iteration 43Q: 3 clusters Score -918244.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -918246.812500 Penalty: 2948.772217
	Iteration 44Q: 3 clusters Score -918246.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -918248.812500 Penalty: 2948.772217
	Iteration 45Q: 3 clusters Score -918248.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -918252.875000 Penalty: 2948.772217
	Iteration 46Q: 3 clusters Score -918252.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -918252.312500 Penalty: 2948.772217
	Iteration 47Q: 3 clusters Score -918252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -918252.750000 Penalty: 2948.772217
	Iteration 48Q: 3 clusters Score -918252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -918256.125000 Penalty: 2948.772217
	Iteration 49Q: 3 clusters Score -918256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -918256.687500 Penalty: 2948.772217
	Iteration 50Q: 3 clusters Score -918256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -918256.937500 Penalty: 2948.772217
	Iteration 51Q: 3 clusters Score -918256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -918257.062500 Penalty: 2948.772217
	Iteration 52Q: 3 clusters Score -918257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -918256.812500 Penalty: 2948.772217
	Iteration 53Q: 3 clusters Score -918256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -918256.500000 Penalty: 2948.772217
	Iteration 54Q: 3 clusters Score -918256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -918256.937500 Penalty: 2948.772217
	Iteration 55Q: 3 clusters Score -918256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -918256.750000 Penalty: 2948.772217
	Iteration 56Q: 3 clusters Score -918256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -918257.500000 Penalty: 2948.772217
	Iteration 57Q: 3 clusters Score -918257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -918258.625000 Penalty: 2948.772217
	Iteration 58Q: 3 clusters Score -918258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -918258.125000 Penalty: 2948.772217
	Iteration 59Q: 3 clusters Score -918258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -918258.187500 Penalty: 2948.772217
	Iteration 60F: 3 clusters Score -918258.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -67063.554688 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -67063.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65811.078125 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -65811.08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66103.953125 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -66103.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66205.617188 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -66205.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66258.164062 Penalty: 2165.932861
	Iteration 3F: 3 clusters Score -66258.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66302.195312 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -66302.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66344.437500 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -66344.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66371.234375 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -66371.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66398.195312 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -66398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66421.562500 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -66421.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66433.078125 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -66433.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66443.320312 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -66443.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66450.437500 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -66450.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66451.171875 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -66451.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66451.171875 Penalty: 2165.932861
	Iteration 13F: 3 clusters Score -66451.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (176499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176499 members 
Entering Unmasked Estep 
Score: -18661680.000000 Penalty: 1963.174072
	Iteration 0F: 2 clusters Score -1.866168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -18543762.000000 Penalty: 3926.348145
	Iteration 0F: 3 clusters Score -1.854376e+07 nChanged 85544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -18594352.000000 Penalty: 3926.348145
	Iteration 1F: 3 clusters Score -1.859435e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -18595354.000000 Penalty: 3926.348145
	Iteration 2Q: 3 clusters Score -1.859535e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -18596392.000000 Penalty: 3926.348145
	Iteration 3Q: 3 clusters Score -1.859639e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -18597426.000000 Penalty: 3926.348145
	Iteration 4Q: 3 clusters Score -1.859743e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -18598870.000000 Penalty: 3926.348145
	Iteration 5Q: 3 clusters Score -1.859887e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -18600868.000000 Penalty: 3926.348145
	Iteration 6Q: 3 clusters Score -1.860087e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -18603738.000000 Penalty: 3926.348145
	Iteration 7Q: 3 clusters Score -1.860374e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -18607994.000000 Penalty: 3926.348145
	Iteration 8Q: 3 clusters Score -1.860799e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -18614172.000000 Penalty: 3926.348145
	Iteration 9F: 3 clusters Score -1.861417e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -18622316.000000 Penalty: 3926.348145
	Iteration 10F: 3 clusters Score -1.862232e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -18629378.000000 Penalty: 3926.348145
	Iteration 11F: 3 clusters Score -1.862938e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -18633036.000000 Penalty: 3926.348145
	Iteration 12Q: 3 clusters Score -1.863304e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 120697 members 
Entering Unmasked Estep 
Score: -18634734.000000 Penalty: 3926.348145
	Iteration 13Q: 3 clusters Score -1.863473e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 123608 members 
Entering Unmasked Estep 
Score: -18635816.000000 Penalty: 3926.348145
	Iteration 14Q: 3 clusters Score -1.863582e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -18636788.000000 Penalty: 3926.348145
	Iteration 15Q: 3 clusters Score -1.863679e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 129862 members 
Entering Unmasked Estep 
Score: -18637766.000000 Penalty: 3926.348145
	Iteration 16Q: 3 clusters Score -1.863777e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 133198 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 3926.348145
	Iteration 17Q: 3 clusters Score -1.863882e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 136646 members 
Entering Unmasked Estep 
Score: -18639996.000000 Penalty: 3926.348145
	Iteration 18Q: 3 clusters Score -1.864e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -18641416.000000 Penalty: 3926.348145
	Iteration 19Q: 3 clusters Score -1.864142e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 143712 members 
Entering Unmasked Estep 
Score: -18642958.000000 Penalty: 3926.348145
	Iteration 20F: 3 clusters Score -1.864296e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 147234 members 
Entering Unmasked Estep 
Score: -18644488.000000 Penalty: 3926.348145
	Iteration 21Q: 3 clusters Score -1.864449e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 150747 members 
Entering Unmasked Estep 
Score: -18646060.000000 Penalty: 3926.348145
	Iteration 22Q: 3 clusters Score -1.864606e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -18647940.000000 Penalty: 3926.348145
	Iteration 23Q: 3 clusters Score -1.864794e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 157362 members 
Entering Unmasked Estep 
Score: -18649786.000000 Penalty: 3926.348145
	Iteration 24Q: 3 clusters Score -1.864979e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 160297 members 
Entering Unmasked Estep 
Score: -18651632.000000 Penalty: 3926.348145
	Iteration 25Q: 3 clusters Score -1.865163e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -18653452.000000 Penalty: 3926.348145
	Iteration 26Q: 3 clusters Score -1.865345e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 165371 members 
Entering Unmasked Estep 
Score: -18654918.000000 Penalty: 3926.348145
	Iteration 27Q: 3 clusters Score -1.865492e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 167301 members 
Entering Unmasked Estep 
Score: -18656128.000000 Penalty: 3926.348145
	Iteration 28Q: 3 clusters Score -1.865613e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 168920 members 
Entering Unmasked Estep 
Score: -18657154.000000 Penalty: 3926.348145
	Iteration 29Q: 3 clusters Score -1.865715e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -18657978.000000 Penalty: 3926.348145
	Iteration 30Q: 3 clusters Score -1.865798e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -18658580.000000 Penalty: 3926.348145
	Iteration 31Q: 3 clusters Score -1.865858e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -18659148.000000 Penalty: 3926.348145
	Iteration 32Q: 3 clusters Score -1.865915e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -18659538.000000 Penalty: 3926.348145
	Iteration 33Q: 3 clusters Score -1.865954e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 173335 members 
Entering Unmasked Estep 
Score: -18659820.000000 Penalty: 3926.348145
	Iteration 34Q: 3 clusters Score -1.865982e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 173747 members 
Entering Unmasked Estep 
Score: -18659926.000000 Penalty: 3926.348145
	Iteration 35Q: 3 clusters Score -1.865993e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 174068 members 
Entering Unmasked Estep 
Score: -18660048.000000 Penalty: 3926.348145
	Iteration 36Q: 3 clusters Score -1.866005e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 174309 members 
Entering Unmasked Estep 
Score: -18660144.000000 Penalty: 3926.348145
	Iteration 37Q: 3 clusters Score -1.866014e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -18660184.000000 Penalty: 3926.348145
	Iteration 38Q: 3 clusters Score -1.866018e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -18660200.000000 Penalty: 3926.348145
	Iteration 39Q: 3 clusters Score -1.86602e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 174831 members 
Entering Unmasked Estep 
Score: -18660250.000000 Penalty: 3926.348145
	Iteration 40F: 3 clusters Score -1.866025e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -18660288.000000 Penalty: 3926.348145
	Iteration 41Q: 3 clusters Score -1.866029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 175009 members 
Entering Unmasked Estep 
Score: -18660306.000000 Penalty: 3926.348145
	Iteration 42Q: 3 clusters Score -1.866031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 175051 members 
Entering Unmasked Estep 
Score: -18660334.000000 Penalty: 3926.348145
	Iteration 43Q: 3 clusters Score -1.866033e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 175091 members 
Entering Unmasked Estep 
Score: -18660322.000000 Penalty: 3926.348145
	Iteration 44Q: 3 clusters Score -1.866032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 175122 members 
Entering Unmasked Estep 
Score: -18660328.000000 Penalty: 3926.348145
	Iteration 45Q: 3 clusters Score -1.866033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 175146 members 
Entering Unmasked Estep 
Score: -18660346.000000 Penalty: 3926.348145
	Iteration 46Q: 3 clusters Score -1.866035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 175170 members 
Entering Unmasked Estep 
Score: -18660366.000000 Penalty: 3926.348145
	Iteration 47Q: 3 clusters Score -1.866037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -18660354.000000 Penalty: 3926.348145
	Iteration 48Q: 3 clusters Score -1.866035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 175209 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3926.348145
	Iteration 49Q: 3 clusters Score -1.866034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 175232 members 
Entering Unmasked Estep 
Score: -18660372.000000 Penalty: 3926.348145
	Iteration 50Q: 3 clusters Score -1.866037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 175256 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3926.348145
	Iteration 51Q: 3 clusters Score -1.866036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3926.348145
	Iteration 52Q: 3 clusters Score -1.866036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 175282 members 
Entering Unmasked Estep 
Score: -18660354.000000 Penalty: 3926.348145
	Iteration 53Q: 3 clusters Score -1.866035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 175293 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3926.348145
	Iteration 54Q: 3 clusters Score -1.866036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 175315 members 
Entering Unmasked Estep 
Score: -18660368.000000 Penalty: 3926.348145
	Iteration 55Q: 3 clusters Score -1.866037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 175330 members 
Entering Unmasked Estep 
Score: -18660376.000000 Penalty: 3926.348145
	Iteration 56Q: 3 clusters Score -1.866038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -18660380.000000 Penalty: 3926.348145
	Iteration 57Q: 3 clusters Score -1.866038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 175363 members 
Entering Unmasked Estep 
Score: -18660394.000000 Penalty: 3926.348145
	Iteration 58Q: 3 clusters Score -1.866039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 175376 members 
Entering Unmasked Estep 
Score: -18660402.000000 Penalty: 3926.348145
	Iteration 59Q: 3 clusters Score -1.86604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -18660404.000000 Penalty: 3926.348145
	Iteration 60F: 3 clusters Score -1.86604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -18660408.000000 Penalty: 3926.348145
	Iteration 61Q: 3 clusters Score -1.866041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -18660406.000000 Penalty: 3926.348145
	Iteration 62Q: 3 clusters Score -1.866041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -18660396.000000 Penalty: 3926.348145
	Iteration 63Q: 3 clusters Score -1.86604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -18660396.000000 Penalty: 3926.348145
	Iteration 64F: 3 clusters Score -1.86604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -127103.101562 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -127103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125555.242188 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -125555.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125833.226562 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -125833.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125906.820312 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -125906.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125947.351562 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -125947.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125971.632812 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -125971.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -125986.453125 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -125986.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -125999.054688 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -125999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126008.117188 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -126008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126015.664062 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -126015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -126021.335938 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -126021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126027.000000 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -126027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126033.046875 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -126033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126040.804688 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -126040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126046.437500 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -126046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126050.484375 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -126050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126056.820312 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -126056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126062.632812 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -126062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126066.570312 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -126066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126072.804688 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -126072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126077.609375 Penalty: 2302.917969
	Iteration 19Q: 3 clusters Score -126077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126081.343750 Penalty: 2302.917969
	Iteration 20F: 3 clusters Score -126081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -126085.265625 Penalty: 2302.917969
	Iteration 21Q: 3 clusters Score -126085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -126086.953125 Penalty: 2302.917969
	Iteration 22Q: 3 clusters Score -126087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126090.234375 Penalty: 2302.917969
	Iteration 23Q: 3 clusters Score -126090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126093.882812 Penalty: 2302.917969
	Iteration 24Q: 3 clusters Score -126093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126094.960938 Penalty: 2302.917969
	Iteration 25Q: 3 clusters Score -126095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126095.648438 Penalty: 2302.917969
	Iteration 26Q: 3 clusters Score -126095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126095.937500 Penalty: 2302.917969
	Iteration 27Q: 3 clusters Score -126095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126096.890625 Penalty: 2302.917969
	Iteration 28Q: 3 clusters Score -126096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126099.179688 Penalty: 2302.917969
	Iteration 29Q: 3 clusters Score -126099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126099.234375 Penalty: 2302.917969
	Iteration 30Q: 3 clusters Score -126099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126099.234375 Penalty: 2302.917969
	Iteration 31F: 3 clusters Score -126099.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -1256238.125000 Penalty: 1519.037964
	Iteration 0F: 2 clusters Score -1256238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1248194.125000 Penalty: 3038.075928
	Iteration 0F: 3 clusters Score -1248194 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1250898.500000 Penalty: 3038.075928
	Iteration 1F: 3 clusters Score -1250898 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1251222.750000 Penalty: 3038.075928
	Iteration 2F: 3 clusters Score -1251223 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1251564.250000 Penalty: 3038.075928
	Iteration 3F: 3 clusters Score -1251564 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1251845.750000 Penalty: 3038.075928
	Iteration 4Q: 3 clusters Score -1251846 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1252117.500000 Penalty: 3038.075928
	Iteration 5Q: 3 clusters Score -1252118 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1252397.250000 Penalty: 3038.075928
	Iteration 6Q: 3 clusters Score -1252397 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1252747.125000 Penalty: 3038.075928
	Iteration 7Q: 3 clusters Score -1252747 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1253087.875000 Penalty: 3038.075928
	Iteration 8Q: 3 clusters Score -1253088 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1253390.000000 Penalty: 3038.075928
	Iteration 9Q: 3 clusters Score -1253390 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1253644.375000 Penalty: 3038.075928
	Iteration 10Q: 3 clusters Score -1253644 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1253816.250000 Penalty: 3038.075928
	Iteration 11Q: 3 clusters Score -1253816 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1253923.250000 Penalty: 3038.075928
	Iteration 12Q: 3 clusters Score -1253923 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1254011.375000 Penalty: 3038.075928
	Iteration 13Q: 3 clusters Score -1254011 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1254062.250000 Penalty: 3038.075928
	Iteration 14Q: 3 clusters Score -1254062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1254110.500000 Penalty: 3038.075928
	Iteration 15Q: 3 clusters Score -1254110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1254149.250000 Penalty: 3038.075928
	Iteration 16Q: 3 clusters Score -1254149 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1254188.125000 Penalty: 3038.075928
	Iteration 17Q: 3 clusters Score -1254188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1254232.375000 Penalty: 3038.075928
	Iteration 18Q: 3 clusters Score -1254232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1254261.500000 Penalty: 3038.075928
	Iteration 19Q: 3 clusters Score -1254262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1254288.750000 Penalty: 3038.075928
	Iteration 20F: 3 clusters Score -1254289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1254316.375000 Penalty: 3038.075928
	Iteration 21Q: 3 clusters Score -1254316 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1254343.625000 Penalty: 3038.075928
	Iteration 22Q: 3 clusters Score -1254344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1254376.500000 Penalty: 3038.075928
	Iteration 23Q: 3 clusters Score -1254376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1254415.000000 Penalty: 3038.075928
	Iteration 24Q: 3 clusters Score -1254415 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1254463.125000 Penalty: 3038.075928
	Iteration 25Q: 3 clusters Score -1254463 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1254503.750000 Penalty: 3038.075928
	Iteration 26Q: 3 clusters Score -1254504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1254550.250000 Penalty: 3038.075928
	Iteration 27Q: 3 clusters Score -1254550 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1254595.875000 Penalty: 3038.075928
	Iteration 28Q: 3 clusters Score -1254596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1254632.500000 Penalty: 3038.075928
	Iteration 29Q: 3 clusters Score -1254632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1254668.125000 Penalty: 3038.075928
	Iteration 30Q: 3 clusters Score -1254668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1254688.625000 Penalty: 3038.075928
	Iteration 31Q: 3 clusters Score -1254689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1254705.375000 Penalty: 3038.075928
	Iteration 32Q: 3 clusters Score -1254705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1254717.750000 Penalty: 3038.075928
	Iteration 33Q: 3 clusters Score -1254718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1254729.000000 Penalty: 3038.075928
	Iteration 34Q: 3 clusters Score -1254729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1254737.875000 Penalty: 3038.075928
	Iteration 35Q: 3 clusters Score -1254738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1254740.375000 Penalty: 3038.075928
	Iteration 36Q: 3 clusters Score -1254740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1254744.875000 Penalty: 3038.075928
	Iteration 37Q: 3 clusters Score -1254745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1254748.375000 Penalty: 3038.075928
	Iteration 38Q: 3 clusters Score -1254748 nChanged 6
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: -1254747.000000 Penalty: 3038.075928
	Iteration 39Q: 3 clusters Score -1254747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1254750.000000 Penalty: 3038.075928
	Iteration 40F: 3 clusters Score -1254750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1254751.125000 Penalty: 3038.075928
	Iteration 41Q: 3 clusters Score -1254751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1254750.875000 Penalty: 3038.075928
	Iteration 42Q: 3 clusters Score -1254751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1254749.750000 Penalty: 3038.075928
	Iteration 43Q: 3 clusters Score -1254750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1254750.875000 Penalty: 3038.075928
	Iteration 44Q: 3 clusters Score -1254751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1254750.875000 Penalty: 3038.075928
	Iteration 45Q: 3 clusters Score -1254751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1254750.625000 Penalty: 3038.075928
	Iteration 46Q: 3 clusters Score -1254751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1254749.250000 Penalty: 3038.075928
	Iteration 47Q: 3 clusters Score -1254749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1254749.250000 Penalty: 3038.075928
	Iteration 48F: 3 clusters Score -1254749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11968.896484 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11232.041992 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11232.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11367.885742 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11367.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11393.515625 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -11393.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11434.061523 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11434.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11444.465820 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11444.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11444.465820 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -11444.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -13773.803711 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -13773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13151.004883 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -13151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13288.392578 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -13288.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13398.681641 Penalty: 1721.953125
	Iteration 2F: 3 clusters Score -13398.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13439.230469 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -13439.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13494.636719 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -13494.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13567.595703 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -13567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13574.238281 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -13574.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13576.837891 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -13576.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13576.837891 Penalty: 1721.953125
	Iteration 8F: 3 clusters Score -13576.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -376388.625000 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -376388.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -373382.687500 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -373382.7 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -374129.281250 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -374129.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -374276.500000 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -374276.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -374385.250000 Penalty: 2647.962646
	Iteration 3F: 3 clusters Score -374385.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -374477.093750 Penalty: 2647.962646
	Iteration 4Q: 3 clusters Score -374477.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -374546.468750 Penalty: 2647.962646
	Iteration 5Q: 3 clusters Score -374546.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -374612.156250 Penalty: 2647.962646
	Iteration 6Q: 3 clusters Score -374612.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -374665.875000 Penalty: 2647.962646
	Iteration 7Q: 3 clusters Score -374665.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -374711.906250 Penalty: 2647.962646
	Iteration 8Q: 3 clusters Score -374711.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -374747.093750 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -374747.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -374778.968750 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -374779 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -374808.062500 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -374808.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -374837.812500 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -374837.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -374869.562500 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -374869.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -374896.500000 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -374896.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -374917.156250 Penalty: 2647.962646
	Iteration 15Q: 3 clusters Score -374917.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -374936.187500 Penalty: 2647.962646
	Iteration 16Q: 3 clusters Score -374936.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -374949.781250 Penalty: 2647.962646
	Iteration 17Q: 3 clusters Score -374949.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -374960.156250 Penalty: 2647.962646
	Iteration 18Q: 3 clusters Score -374960.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -374968.031250 Penalty: 2647.962646
	Iteration 19Q: 3 clusters Score -374968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -374979.031250 Penalty: 2647.962646
	Iteration 20F: 3 clusters Score -374979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -374986.906250 Penalty: 2647.962646
	Iteration 21Q: 3 clusters Score -374986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -374990.500000 Penalty: 2647.962646
	Iteration 22Q: 3 clusters Score -374990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -374996.187500 Penalty: 2647.962646
	Iteration 23Q: 3 clusters Score -374996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -375001.093750 Penalty: 2647.962646
	Iteration 24Q: 3 clusters Score -375001.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -375007.500000 Penalty: 2647.962646
	Iteration 25Q: 3 clusters Score -375007.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -375018.187500 Penalty: 2647.962646
	Iteration 26Q: 3 clusters Score -375018.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -375031.500000 Penalty: 2647.962646
	Iteration 27Q: 3 clusters Score -375031.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -375040.187500 Penalty: 2647.962646
	Iteration 28Q: 3 clusters Score -375040.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -375053.843750 Penalty: 2647.962646
	Iteration 29Q: 3 clusters Score -375053.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -375067.468750 Penalty: 2647.962646
	Iteration 30Q: 3 clusters Score -375067.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -375081.562500 Penalty: 2647.962646
	Iteration 31Q: 3 clusters Score -375081.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -375094.437500 Penalty: 2647.962646
	Iteration 32Q: 3 clusters Score -375094.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -375104.968750 Penalty: 2647.962646
	Iteration 33Q: 3 clusters Score -375105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -375113.093750 Penalty: 2647.962646
	Iteration 34Q: 3 clusters Score -375113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -375117.218750 Penalty: 2647.962646
	Iteration 35Q: 3 clusters Score -375117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -375121.531250 Penalty: 2647.962646
	Iteration 36Q: 3 clusters Score -375121.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -375126.937500 Penalty: 2647.962646
	Iteration 37Q: 3 clusters Score -375126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -375129.593750 Penalty: 2647.962646
	Iteration 38Q: 3 clusters Score -375129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -375132.406250 Penalty: 2647.962646
	Iteration 39Q: 3 clusters Score -375132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -375137.125000 Penalty: 2647.962646
	Iteration 40F: 3 clusters Score -375137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -375140.718750 Penalty: 2647.962646
	Iteration 41Q: 3 clusters Score -375140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -375143.125000 Penalty: 2647.962646
	Iteration 42Q: 3 clusters Score -375143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -375148.156250 Penalty: 2647.962646
	Iteration 43Q: 3 clusters Score -375148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -375152.843750 Penalty: 2647.962646
	Iteration 44Q: 3 clusters Score -375152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -375156.281250 Penalty: 2647.962646
	Iteration 45Q: 3 clusters Score -375156.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -375160.187500 Penalty: 2647.962646
	Iteration 46Q: 3 clusters Score -375160.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -375164.937500 Penalty: 2647.962646
	Iteration 47Q: 3 clusters Score -375164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -375169.562500 Penalty: 2647.962646
	Iteration 48Q: 3 clusters Score -375169.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -375172.593750 Penalty: 2647.962646
	Iteration 49Q: 3 clusters Score -375172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -375173.687500 Penalty: 2647.962646
	Iteration 50Q: 3 clusters Score -375173.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -375176.468750 Penalty: 2647.962646
	Iteration 51Q: 3 clusters Score -375176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -375179.093750 Penalty: 2647.962646
	Iteration 52Q: 3 clusters Score -375179.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -375185.031250 Penalty: 2647.962646
	Iteration 53Q: 3 clusters Score -375185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -375189.312500 Penalty: 2647.962646
	Iteration 54Q: 3 clusters Score -375189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -375191.875000 Penalty: 2647.962646
	Iteration 55Q: 3 clusters Score -375191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -375193.625000 Penalty: 2647.962646
	Iteration 56Q: 3 clusters Score -375193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -375194.906250 Penalty: 2647.962646
	Iteration 57Q: 3 clusters Score -375194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -375195.406250 Penalty: 2647.962646
	Iteration 58Q: 3 clusters Score -375195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -375196.937500 Penalty: 2647.962646
	Iteration 59Q: 3 clusters Score -375196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -375199.187500 Penalty: 2647.962646
	Iteration 60F: 3 clusters Score -375199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -375200.687500 Penalty: 2647.962646
	Iteration 61Q: 3 clusters Score -375200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -375202.500000 Penalty: 2647.962646
	Iteration 62Q: 3 clusters Score -375202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -375204.531250 Penalty: 2647.962646
	Iteration 63Q: 3 clusters Score -375204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -375208.593750 Penalty: 2647.962646
	Iteration 64Q: 3 clusters Score -375208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -375212.187500 Penalty: 2647.962646
	Iteration 65Q: 3 clusters Score -375212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -375214.187500 Penalty: 2647.962646
	Iteration 66Q: 3 clusters Score -375214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -375216.562500 Penalty: 2647.962646
	Iteration 67Q: 3 clusters Score -375216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -375219.468750 Penalty: 2647.962646
	Iteration 68Q: 3 clusters Score -375219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -375222.687500 Penalty: 2647.962646
	Iteration 69Q: 3 clusters Score -375222.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -375225.343750 Penalty: 2647.962646
	Iteration 70Q: 3 clusters Score -375225.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -375228.125000 Penalty: 2647.962646
	Iteration 71Q: 3 clusters Score -375228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -375231.250000 Penalty: 2647.962646
	Iteration 72Q: 3 clusters Score -375231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -375235.656250 Penalty: 2647.962646
	Iteration 73Q: 3 clusters Score -375235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -375236.031250 Penalty: 2647.962646
	Iteration 74Q: 3 clusters Score -375236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -375236.406250 Penalty: 2647.962646
	Iteration 75Q: 3 clusters Score -375236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375239.062500 Penalty: 2647.962646
	Iteration 76Q: 3 clusters Score -375239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -375239.312500 Penalty: 2647.962646
	Iteration 77Q: 3 clusters Score -375239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -375241.062500 Penalty: 2647.962646
	Iteration 78Q: 3 clusters Score -375241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -375242.156250 Penalty: 2647.962646
	Iteration 79Q: 3 clusters Score -375242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -375244.375000 Penalty: 2647.962646
	Iteration 80F: 3 clusters Score -375244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -375245.125000 Penalty: 2647.962646
	Iteration 81Q: 3 clusters Score -375245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -375247.937500 Penalty: 2647.962646
	Iteration 82Q: 3 clusters Score -375247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -375249.062500 Penalty: 2647.962646
	Iteration 83Q: 3 clusters Score -375249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -375250.937500 Penalty: 2647.962646
	Iteration 84Q: 3 clusters Score -375250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -375254.875000 Penalty: 2647.962646
	Iteration 85Q: 3 clusters Score -375254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -375255.062500 Penalty: 2647.962646
	Iteration 86Q: 3 clusters Score -375255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -375255.625000 Penalty: 2647.962646
	Iteration 87Q: 3 clusters Score -375255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -375255.625000 Penalty: 2647.962646
	Iteration 88F: 3 clusters Score -375255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -31188.871094 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -31188.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30288.927734 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -30288.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30430.677734 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -30430.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30499.423828 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -30499.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30542.748047 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -30542.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30558.601562 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -30558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30563.841797 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -30563.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30565.560547 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -30565.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30567.318359 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -30567.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30569.753906 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -30569.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30575.251953 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -30575.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30579.640625 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -30579.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30586.093750 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -30586.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30588.066406 Penalty: 1922.765625
	Iteration 12Q: 3 clusters Score -30588.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30589.220703 Penalty: 1922.765625
	Iteration 13Q: 3 clusters Score -30589.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30591.029297 Penalty: 1922.765625
	Iteration 14Q: 3 clusters Score -30591.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30620.980469 Penalty: 1922.765625
	Iteration 15Q: 3 clusters Score -30620.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30665.177734 Penalty: 1922.765625
	Iteration 16Q: 3 clusters Score -30665.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30684.095703 Penalty: 1922.765625
	Iteration 17Q: 3 clusters Score -30684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30698.548828 Penalty: 1922.765625
	Iteration 18Q: 3 clusters Score -30698.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30720.361328 Penalty: 1922.765625
	Iteration 19Q: 3 clusters Score -30720.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30727.666016 Penalty: 1922.765625
	Iteration 20F: 3 clusters Score -30727.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30738.906250 Penalty: 1922.765625
	Iteration 21Q: 3 clusters Score -30738.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30744.154297 Penalty: 1922.765625
	Iteration 22Q: 3 clusters Score -30744.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30749.550781 Penalty: 1922.765625
	Iteration 23Q: 3 clusters Score -30749.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30750.425781 Penalty: 1922.765625
	Iteration 24Q: 3 clusters Score -30750.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30750.425781 Penalty: 1922.765625
	Iteration 25F: 3 clusters Score -30750.43 nChanged 0
--- Evaluating fit on full set of 2920685 points ---
Entering Unmasked Estep 
Score: -297808096.000000 Penalty: 94348.445312
24->40 Clusters: Score -297808096.000000, best is -301616544.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 973561 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 40652 members 
Mstep: Class 3 contains 40418 members 
Mstep: Class 4 contains 40712 members 
Mstep: Class 5 contains 40150 members 
Mstep: Class 6 contains 40410 members 
Mstep: Class 7 contains 40391 members 
Mstep: Class 8 contains 40383 members 
Mstep: Class 9 contains 40144 members 
Mstep: Class 10 contains 40468 members 
Mstep: Class 11 contains 40327 members 
Mstep: Class 12 contains 40816 members 
Mstep: Class 13 contains 40914 members 
Mstep: Class 14 contains 40751 members 
Mstep: Class 15 contains 40665 members 
Mstep: Class 16 contains 40160 members 
Mstep: Class 17 contains 40669 members 
Mstep: Class 18 contains 40833 members 
Mstep: Class 19 contains 40536 members 
Mstep: Class 20 contains 40603 members 
Mstep: Class 21 contains 40526 members 
Mstep: Class 22 contains 40982 members 
Mstep: Class 23 contains 40882 members 
Mstep: Class 24 contains 40476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1534.117554 but Gain 2240.664062
Score: -95486424.000000 Penalty: 51535.324219
Iteration 0F: 24 clusters Score -9.548642e+07 nChanged 932550
Entering Unmasked Mstep 
Mstep: Class 0 contains 1699 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 54288 members 
Mstep: Class 5 contains 33837 members 
Mstep: Class 6 contains 4276 members 
Mstep: Class 7 contains 37451 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 7908 members 
Mstep: Class 10 contains 250088 members 
Mstep: Class 11 contains 44655 members 
Mstep: Class 12 contains 40073 members 
Mstep: Class 13 contains 188595 members 
Mstep: Class 14 contains 12701 members 
Mstep: Class 15 contains 10402 members 
Mstep: Class 16 contains 18961 members 
Mstep: Class 17 contains 11823 members 
Mstep: Class 18 contains 22304 members 
Mstep: Class 19 contains 47694 members 
Mstep: Class 20 contains 13143 members 
Mstep: Class 21 contains 48052 members 
Mstep: Class 22 contains 23971 members 
Mstep: Class 23 contains 47916 members 
Mstep: Class 24 contains 17993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98300688.000000 Penalty: 51535.324219
Iteration 1F: 24 clusters Score -9.830069e+07 nChanged 386812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1339 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 3 contains 3224 members 
Mstep: Class 4 contains 59064 members 
Mstep: Class 5 contains 19319 members 
Mstep: Class 6 contains 4169 members 
Mstep: Class 7 contains 23307 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 286727 members 
Mstep: Class 11 contains 35389 members 
Mstep: Class 12 contains 39562 members 
Mstep: Class 13 contains 250375 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 16 contains 13605 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 12257 members 
Mstep: Class 19 contains 51436 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 43499 members 
Mstep: Class 22 contains 15230 members 
Mstep: Class 23 contains 39722 members 
Mstep: Class 24 contains 10153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99187384.000000 Penalty: 51535.324219
Iteration 2F: 24 clusters Score -9.918738e+07 nChanged 309478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1047 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 91137 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 14748 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 201847 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 42294 members 
Mstep: Class 13 contains 296589 members 
Mstep: Class 14 contains 6547 members 
Mstep: Class 15 contains 6485 members 
Mstep: Class 16 contains 16619 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 74118 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 12486 members 
Mstep: Class 23 contains 39874 members 
Mstep: Class 24 contains 6433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99892808.000000 Penalty: 51535.324219
Iteration 3F: 24 clusters Score -9.989281e+07 nChanged 227287
Entering Unmasked Mstep 
Mstep: Class 0 contains 740 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 105658 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 7533 members 
Mstep: Class 9 contains 6270 members 
Mstep: Class 10 contains 149795 members 
Mstep: Class 11 contains 35599 members 
Mstep: Class 12 contains 38706 members 
Mstep: Class 13 contains 305412 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 21231 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 15873 members 
Mstep: Class 19 contains 96814 members 
Mstep: Class 20 contains 9074 members 
Mstep: Class 21 contains 62139 members 
Mstep: Class 22 contains 9406 members 
Mstep: Class 23 contains 35835 members 
Mstep: Class 24 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100218024.000000 Penalty: 51535.324219
Iteration 4F: 24 clusters Score -1.00218e+08 nChanged 157401
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 105033 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 4995 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 6008 members 
Mstep: Class 10 contains 138761 members 
Mstep: Class 11 contains 32497 members 
Mstep: Class 12 contains 32353 members 
Mstep: Class 13 contains 281567 members 
Mstep: Class 14 contains 3843 members 
Mstep: Class 15 contains 6062 members 
Mstep: Class 16 contains 24244 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 20659 members 
Mstep: Class 19 contains 114665 members 
Mstep: Class 20 contains 12675 members 
Mstep: Class 21 contains 88565 members 
Mstep: Class 22 contains 7110 members 
Mstep: Class 23 contains 26843 members 
Mstep: Class 24 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100429040.000000 Penalty: 51535.324219
Iteration 5F: 24 clusters Score -1.00429e+08 nChanged 123813
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 102557 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 134965 members 
Mstep: Class 11 contains 28570 members 
Mstep: Class 12 contains 26391 members 
Mstep: Class 13 contains 250173 members 
Mstep: Class 14 contains 3677 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 25415 members 
Mstep: Class 17 contains 4418 members 
Mstep: Class 18 contains 25207 members 
Mstep: Class 19 contains 126834 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 121463 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 19115 members 
Mstep: Class 24 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100574112.000000 Penalty: 51535.324219
Iteration 6F: 24 clusters Score -1.005741e+08 nChanged 97608
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 100337 members 
Mstep: Class 5 contains 5162 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 7780 members 
Mstep: Class 9 contains 5968 members 
Mstep: Class 10 contains 131523 members 
Mstep: Class 11 contains 24551 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 215312 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 5838 members 
Mstep: Class 16 contains 25491 members 
Mstep: Class 17 contains 6206 members 
Mstep: Class 18 contains 28805 members 
Mstep: Class 19 contains 134155 members 
Mstep: Class 20 contains 19020 members 
Mstep: Class 21 contains 157527 members 
Mstep: Class 22 contains 6499 members 
Mstep: Class 23 contains 15341 members 
Mstep: Class 24 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100684256.000000 Penalty: 51535.324219
Iteration 7F: 24 clusters Score -1.006843e+08 nChanged 75969
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 98652 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 128037 members 
Mstep: Class 11 contains 20434 members 
Mstep: Class 12 contains 18391 members 
Mstep: Class 13 contains 185316 members 
Mstep: Class 14 contains 3707 members 
Mstep: Class 15 contains 6044 members 
Mstep: Class 16 contains 24693 members 
Mstep: Class 17 contains 7629 members 
Mstep: Class 18 contains 31087 members 
Mstep: Class 19 contains 137123 members 
Mstep: Class 20 contains 21429 members 
Mstep: Class 21 contains 189550 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100738752.000000 Penalty: 51535.324219
Iteration 8F: 24 clusters Score -1.007388e+08 nChanged 66758
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 97282 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 6849 members 
Mstep: Class 7 contains 2110 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 6190 members 
Mstep: Class 10 contains 125558 members 
Mstep: Class 11 contains 17848 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 159352 members 
Mstep: Class 14 contains 3783 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 16 contains 23436 members 
Mstep: Class 17 contains 8353 members 
Mstep: Class 18 contains 31828 members 
Mstep: Class 19 contains 137787 members 
Mstep: Class 20 contains 22836 members 
Mstep: Class 21 contains 217395 members 
Mstep: Class 22 contains 7196 members 
Mstep: Class 23 contains 15124 members 
Mstep: Class 24 contains 4099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100735040.000000 Penalty: 51535.324219
Iteration 9F: 24 clusters Score -1.00735e+08 nChanged 50286
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 96184 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 7038 members 
Mstep: Class 7 contains 2852 members 
Mstep: Class 8 contains 6495 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 123822 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 14757 members 
Mstep: Class 13 contains 151775 members 
Mstep: Class 14 contains 3933 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 22155 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 31103 members 
Mstep: Class 19 contains 137672 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 226721 members 
Mstep: Class 22 contains 7219 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100736808.000000 Penalty: 51535.324219
Iteration 10F: 24 clusters Score -1.007368e+08 nChanged 33298
Entering Unmasked Mstep 
Mstep: Class 0 contains 414 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 95402 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 7222 members 
Mstep: Class 7 contains 3816 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 10 contains 122655 members 
Mstep: Class 11 contains 16185 members 
Mstep: Class 12 contains 13793 members 
Mstep: Class 13 contains 152600 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 7067 members 
Mstep: Class 16 contains 21276 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 29966 members 
Mstep: Class 19 contains 137250 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 227082 members 
Mstep: Class 22 contains 7047 members 
Mstep: Class 23 contains 19361 members 
Mstep: Class 24 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100747464.000000 Penalty: 51535.324219
Iteration 11Q: 24 clusters Score -1.007475e+08 nChanged 25657
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 3 contains 2162 members 
Mstep: Class 4 contains 94883 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 7279 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 121838 members 
Mstep: Class 11 contains 15988 members 
Mstep: Class 12 contains 13117 members 
Mstep: Class 13 contains 153788 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 20664 members 
Mstep: Class 17 contains 7799 members 
Mstep: Class 18 contains 28924 members 
Mstep: Class 19 contains 136600 members 
Mstep: Class 20 contains 23092 members 
Mstep: Class 21 contains 226601 members 
Mstep: Class 22 contains 6773 members 
Mstep: Class 23 contains 21276 members 
Mstep: Class 24 contains 4338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100758136.000000 Penalty: 51535.324219
Iteration 12Q: 24 clusters Score -1.007581e+08 nChanged 22201
Entering Unmasked Mstep 
Mstep: Class 0 contains 408 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 94473 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 7256 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 121212 members 
Mstep: Class 11 contains 16085 members 
Mstep: Class 12 contains 12674 members 
Mstep: Class 13 contains 154521 members 
Mstep: Class 14 contains 4195 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 20329 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 27935 members 
Mstep: Class 19 contains 135879 members 
Mstep: Class 20 contains 22768 members 
Mstep: Class 21 contains 226096 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 23161 members 
Mstep: Class 24 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100767232.000000 Penalty: 51535.324219
Iteration 13Q: 24 clusters Score -1.007672e+08 nChanged 20147
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 94141 members 
Mstep: Class 5 contains 5315 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 6757 members 
Mstep: Class 10 contains 120744 members 
Mstep: Class 11 contains 16341 members 
Mstep: Class 12 contains 12384 members 
Mstep: Class 13 contains 154869 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 16 contains 20199 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 135111 members 
Mstep: Class 20 contains 22288 members 
Mstep: Class 21 contains 225679 members 
Mstep: Class 22 contains 6201 members 
Mstep: Class 23 contains 25122 members 
Mstep: Class 24 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100776096.000000 Penalty: 51535.324219
Iteration 14Q: 24 clusters Score -1.007761e+08 nChanged 18737
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 93836 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 6921 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 120348 members 
Mstep: Class 11 contains 16751 members 
Mstep: Class 12 contains 12164 members 
Mstep: Class 13 contains 155146 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 7799 members 
Mstep: Class 16 contains 20198 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 26347 members 
Mstep: Class 19 contains 134333 members 
Mstep: Class 20 contains 21690 members 
Mstep: Class 21 contains 225101 members 
Mstep: Class 22 contains 6002 members 
Mstep: Class 23 contains 27170 members 
Mstep: Class 24 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100783896.000000 Penalty: 51535.324219
Iteration 15Q: 24 clusters Score -1.007839e+08 nChanged 16973
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 93575 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 6955 members 
Mstep: Class 7 contains 7314 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 120057 members 
Mstep: Class 11 contains 17124 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 155582 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 20285 members 
Mstep: Class 17 contains 6917 members 
Mstep: Class 18 contains 25712 members 
Mstep: Class 19 contains 133647 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 224240 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 29267 members 
Mstep: Class 24 contains 5430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100790424.000000 Penalty: 51535.324219
Iteration 16Q: 24 clusters Score -1.007904e+08 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 93329 members 
Mstep: Class 5 contains 7038 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 7584 members 
Mstep: Class 8 contains 4197 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 119808 members 
Mstep: Class 11 contains 17364 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 156151 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 7923 members 
Mstep: Class 16 contains 20450 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 133129 members 
Mstep: Class 20 contains 20280 members 
Mstep: Class 21 contains 223139 members 
Mstep: Class 22 contains 5756 members 
Mstep: Class 23 contains 31466 members 
Mstep: Class 24 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100796112.000000 Penalty: 51535.324219
Iteration 17Q: 24 clusters Score -1.007961e+08 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 93148 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 6662 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 119582 members 
Mstep: Class 11 contains 17495 members 
Mstep: Class 12 contains 11834 members 
Mstep: Class 13 contains 156989 members 
Mstep: Class 14 contains 4326 members 
Mstep: Class 15 contains 7945 members 
Mstep: Class 16 contains 20654 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 24670 members 
Mstep: Class 19 contains 132733 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 221819 members 
Mstep: Class 22 contains 5693 members 
Mstep: Class 23 contains 33685 members 
Mstep: Class 24 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100800984.000000 Penalty: 51535.324219
Iteration 18Q: 24 clusters Score -1.00801e+08 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 92975 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 7934 members 
Mstep: Class 10 contains 119426 members 
Mstep: Class 11 contains 17508 members 
Mstep: Class 12 contains 11795 members 
Mstep: Class 13 contains 158008 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 20961 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 24173 members 
Mstep: Class 19 contains 132391 members 
Mstep: Class 20 contains 18728 members 
Mstep: Class 21 contains 220465 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 35806 members 
Mstep: Class 24 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100805472.000000 Penalty: 51535.324219
Iteration 19Q: 24 clusters Score -1.008055e+08 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 92821 members 
Mstep: Class 5 contains 8371 members 
Mstep: Class 6 contains 6488 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 8117 members 
Mstep: Class 10 contains 119303 members 
Mstep: Class 11 contains 17430 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 159035 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 21264 members 
Mstep: Class 17 contains 6861 members 
Mstep: Class 18 contains 23722 members 
Mstep: Class 19 contains 132120 members 
Mstep: Class 20 contains 17950 members 
Mstep: Class 21 contains 219177 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 37883 members 
Mstep: Class 24 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100809296.000000 Penalty: 51535.324219
Iteration 20F: 24 clusters Score -1.008093e+08 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 92716 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 10 contains 119200 members 
Mstep: Class 11 contains 17284 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 160185 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 7982 members 
Mstep: Class 16 contains 21545 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 23243 members 
Mstep: Class 19 contains 131897 members 
Mstep: Class 20 contains 17160 members 
Mstep: Class 21 contains 217727 members 
Mstep: Class 22 contains 5452 members 
Mstep: Class 23 contains 40066 members 
Mstep: Class 24 contains 6467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100813648.000000 Penalty: 51535.324219
Iteration 21Q: 24 clusters Score -1.008136e+08 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 391 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 3 contains 1946 members 
Mstep: Class 4 contains 92637 members 
Mstep: Class 5 contains 9092 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 119104 members 
Mstep: Class 11 contains 17050 members 
Mstep: Class 12 contains 11891 members 
Mstep: Class 13 contains 161214 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 21864 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 131783 members 
Mstep: Class 20 contains 16333 members 
Mstep: Class 21 contains 216294 members 
Mstep: Class 22 contains 5353 members 
Mstep: Class 23 contains 42407 members 
Mstep: Class 24 contains 6553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100818224.000000 Penalty: 51535.324219
Iteration 22Q: 24 clusters Score -1.008182e+08 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 3 contains 1913 members 
Mstep: Class 4 contains 92577 members 
Mstep: Class 5 contains 9316 members 
Mstep: Class 6 contains 6264 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 8654 members 
Mstep: Class 10 contains 118991 members 
Mstep: Class 11 contains 16839 members 
Mstep: Class 12 contains 12071 members 
Mstep: Class 13 contains 162076 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 22154 members 
Mstep: Class 17 contains 6865 members 
Mstep: Class 18 contains 22326 members 
Mstep: Class 19 contains 131736 members 
Mstep: Class 20 contains 15514 members 
Mstep: Class 21 contains 214826 members 
Mstep: Class 22 contains 5322 members 
Mstep: Class 23 contains 44836 members 
Mstep: Class 24 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100822840.000000 Penalty: 51535.324219
Iteration 23Q: 24 clusters Score -1.008228e+08 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 92534 members 
Mstep: Class 5 contains 9497 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 8861 members 
Mstep: Class 10 contains 118869 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 12349 members 
Mstep: Class 13 contains 162714 members 
Mstep: Class 14 contains 4305 members 
Mstep: Class 15 contains 7964 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 21837 members 
Mstep: Class 19 contains 131647 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 213391 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 47418 members 
Mstep: Class 24 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100827488.000000 Penalty: 51535.324219
Iteration 24Q: 24 clusters Score -1.008275e+08 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 92448 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 9143 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 118705 members 
Mstep: Class 11 contains 16519 members 
Mstep: Class 12 contains 12699 members 
Mstep: Class 13 contains 163095 members 
Mstep: Class 14 contains 4281 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 16 contains 22687 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 21302 members 
Mstep: Class 19 contains 131581 members 
Mstep: Class 20 contains 13949 members 
Mstep: Class 21 contains 211943 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 50306 members 
Mstep: Class 24 contains 6344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100833240.000000 Penalty: 51535.324219
Iteration 25Q: 24 clusters Score -1.008332e+08 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 92323 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 6144 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 9189 members 
Mstep: Class 10 contains 118494 members 
Mstep: Class 11 contains 16411 members 
Mstep: Class 12 contains 13076 members 
Mstep: Class 13 contains 163099 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 7929 members 
Mstep: Class 16 contains 22931 members 
Mstep: Class 17 contains 6664 members 
Mstep: Class 18 contains 20768 members 
Mstep: Class 19 contains 131564 members 
Mstep: Class 20 contains 13251 members 
Mstep: Class 21 contains 210622 members 
Mstep: Class 22 contains 5619 members 
Mstep: Class 23 contains 53289 members 
Mstep: Class 24 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100839224.000000 Penalty: 51535.324219
Iteration 26Q: 24 clusters Score -1.008392e+08 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 92144 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 6138 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 10 contains 118284 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 13 contains 162778 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 23127 members 
Mstep: Class 17 contains 6586 members 
Mstep: Class 18 contains 20201 members 
Mstep: Class 19 contains 131600 members 
Mstep: Class 20 contains 12565 members 
Mstep: Class 21 contains 209364 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 56472 members 
Mstep: Class 24 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100844512.000000 Penalty: 51535.324219
Iteration 27Q: 24 clusters Score -1.008445e+08 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 91929 members 
Mstep: Class 5 contains 10053 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 7 contains 9486 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 9455 members 
Mstep: Class 10 contains 118079 members 
Mstep: Class 11 contains 16381 members 
Mstep: Class 12 contains 13716 members 
Mstep: Class 13 contains 162207 members 
Mstep: Class 14 contains 3923 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 23295 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 19541 members 
Mstep: Class 19 contains 131647 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 208113 members 
Mstep: Class 22 contains 5999 members 
Mstep: Class 23 contains 59828 members 
Mstep: Class 24 contains 6014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100849384.000000 Penalty: 51535.324219
Iteration 28Q: 24 clusters Score -1.008494e+08 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 91732 members 
Mstep: Class 5 contains 10157 members 
Mstep: Class 6 contains 6147 members 
Mstep: Class 7 contains 9576 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 9559 members 
Mstep: Class 10 contains 117829 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 13946 members 
Mstep: Class 13 contains 161531 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 23440 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 18854 members 
Mstep: Class 19 contains 131610 members 
Mstep: Class 20 contains 11346 members 
Mstep: Class 21 contains 206913 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 63259 members 
Mstep: Class 24 contains 6011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100853896.000000 Penalty: 51535.324219
Iteration 29Q: 24 clusters Score -1.008539e+08 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 91564 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 6154 members 
Mstep: Class 7 contains 9626 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 10 contains 117597 members 
Mstep: Class 11 contains 16571 members 
Mstep: Class 12 contains 14162 members 
Mstep: Class 13 contains 160755 members 
Mstep: Class 14 contains 3621 members 
Mstep: Class 15 contains 7746 members 
Mstep: Class 16 contains 23548 members 
Mstep: Class 17 contains 6540 members 
Mstep: Class 18 contains 18105 members 
Mstep: Class 19 contains 131576 members 
Mstep: Class 20 contains 10800 members 
Mstep: Class 21 contains 205776 members 
Mstep: Class 22 contains 6366 members 
Mstep: Class 23 contains 66713 members 
Mstep: Class 24 contains 6058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100857568.000000 Penalty: 51535.324219
Iteration 30Q: 24 clusters Score -1.008576e+08 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 91422 members 
Mstep: Class 5 contains 10392 members 
Mstep: Class 6 contains 6148 members 
Mstep: Class 7 contains 9685 members 
Mstep: Class 8 contains 1820 members 
Mstep: Class 9 contains 9708 members 
Mstep: Class 10 contains 117362 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 14334 members 
Mstep: Class 13 contains 160150 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 7676 members 
Mstep: Class 16 contains 23679 members 
Mstep: Class 17 contains 6542 members 
Mstep: Class 18 contains 17254 members 
Mstep: Class 19 contains 131502 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 204617 members 
Mstep: Class 22 contains 6523 members 
Mstep: Class 23 contains 70119 members 
Mstep: Class 24 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100861976.000000 Penalty: 51535.324219
Iteration 31Q: 24 clusters Score -1.00862e+08 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 91248 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 6148 members 
Mstep: Class 7 contains 9735 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 9740 members 
Mstep: Class 10 contains 117133 members 
Mstep: Class 11 contains 16876 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 159747 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 23739 members 
Mstep: Class 17 contains 6550 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 131404 members 
Mstep: Class 20 contains 9763 members 
Mstep: Class 21 contains 203509 members 
Mstep: Class 22 contains 6662 members 
Mstep: Class 23 contains 73366 members 
Mstep: Class 24 contains 6117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100865440.000000 Penalty: 51535.324219
Iteration 32Q: 24 clusters Score -1.008654e+08 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 91111 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 6156 members 
Mstep: Class 7 contains 9771 members 
Mstep: Class 8 contains 1796 members 
Mstep: Class 9 contains 9792 members 
Mstep: Class 10 contains 116958 members 
Mstep: Class 11 contains 17003 members 
Mstep: Class 12 contains 14672 members 
Mstep: Class 13 contains 159537 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 7508 members 
Mstep: Class 16 contains 23754 members 
Mstep: Class 17 contains 6565 members 
Mstep: Class 18 contains 15493 members 
Mstep: Class 19 contains 131306 members 
Mstep: Class 20 contains 9277 members 
Mstep: Class 21 contains 202442 members 
Mstep: Class 22 contains 6777 members 
Mstep: Class 23 contains 76398 members 
Mstep: Class 24 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100868776.000000 Penalty: 51535.324219
Iteration 33Q: 24 clusters Score -1.008688e+08 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 90985 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 9807 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 9833 members 
Mstep: Class 10 contains 116795 members 
Mstep: Class 11 contains 17109 members 
Mstep: Class 12 contains 14790 members 
Mstep: Class 13 contains 159451 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 16 contains 23785 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 14576 members 
Mstep: Class 19 contains 131210 members 
Mstep: Class 20 contains 8873 members 
Mstep: Class 21 contains 201425 members 
Mstep: Class 22 contains 6853 members 
Mstep: Class 23 contains 79209 members 
Mstep: Class 24 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100872400.000000 Penalty: 51535.324219
Iteration 34Q: 24 clusters Score -1.008724e+08 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 90878 members 
Mstep: Class 5 contains 10934 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 1771 members 
Mstep: Class 9 contains 9872 members 
Mstep: Class 10 contains 116646 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 14898 members 
Mstep: Class 13 contains 159640 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 23841 members 
Mstep: Class 17 contains 6592 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 131124 members 
Mstep: Class 20 contains 8483 members 
Mstep: Class 21 contains 200404 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 81761 members 
Mstep: Class 24 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100875464.000000 Penalty: 51535.324219
Iteration 35Q: 24 clusters Score -1.008755e+08 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 90784 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 9872 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 9904 members 
Mstep: Class 10 contains 116484 members 
Mstep: Class 11 contains 17334 members 
Mstep: Class 12 contains 14959 members 
Mstep: Class 13 contains 159899 members 
Mstep: Class 14 contains 3090 members 
Mstep: Class 15 contains 7229 members 
Mstep: Class 16 contains 23936 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 12665 members 
Mstep: Class 19 contains 131022 members 
Mstep: Class 20 contains 8123 members 
Mstep: Class 21 contains 199532 members 
Mstep: Class 22 contains 6978 members 
Mstep: Class 23 contains 84141 members 
Mstep: Class 24 contains 6207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878656.000000 Penalty: 51535.324219
Iteration 36Q: 24 clusters Score -1.008787e+08 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 90670 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 6229 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 9930 members 
Mstep: Class 10 contains 116347 members 
Mstep: Class 11 contains 17423 members 
Mstep: Class 12 contains 14999 members 
Mstep: Class 13 contains 160193 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 15 contains 7136 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 6609 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 130939 members 
Mstep: Class 20 contains 7814 members 
Mstep: Class 21 contains 198730 members 
Mstep: Class 22 contains 7026 members 
Mstep: Class 23 contains 86345 members 
Mstep: Class 24 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100881152.000000 Penalty: 51535.324219
Iteration 37Q: 24 clusters Score -1.008812e+08 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 90576 members 
Mstep: Class 5 contains 11308 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 9925 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 116220 members 
Mstep: Class 11 contains 17500 members 
Mstep: Class 12 contains 15038 members 
Mstep: Class 13 contains 160604 members 
Mstep: Class 14 contains 2997 members 
Mstep: Class 15 contains 7045 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 130840 members 
Mstep: Class 20 contains 7524 members 
Mstep: Class 21 contains 197947 members 
Mstep: Class 22 contains 7062 members 
Mstep: Class 23 contains 88378 members 
Mstep: Class 24 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100883496.000000 Penalty: 51535.324219
Iteration 38Q: 24 clusters Score -1.008835e+08 nChanged 6196
Entering ConstructFrom: 
Score: -100883496.000000 Penalty: 51535.324219
Entering ConstructFrom: 
Trying to split cluster 1 (42109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Entering Unmasked Estep 
Score: -4529557.000000 Penalty: 1730.302734
	Iteration 0F: 2 clusters Score -4529557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4501505.500000 Penalty: 3460.605469
	Iteration 0F: 3 clusters Score -4501506 nChanged 19582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4512647.000000 Penalty: 3460.605469
	Iteration 1F: 3 clusters Score -4512647 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4513231.000000 Penalty: 3460.605469
	Iteration 2Q: 3 clusters Score -4513231 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4513793.000000 Penalty: 3460.605469
	Iteration 3Q: 3 clusters Score -4513793 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4514375.000000 Penalty: 3460.605469
	Iteration 4Q: 3 clusters Score -4514375 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4515001.500000 Penalty: 3460.605469
	Iteration 5Q: 3 clusters Score -4515002 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4515658.500000 Penalty: 3460.605469
	Iteration 6Q: 3 clusters Score -4515658 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4516395.500000 Penalty: 3460.605469
	Iteration 7Q: 3 clusters Score -4516396 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4517257.000000 Penalty: 3460.605469
	Iteration 8Q: 3 clusters Score -4517257 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -4518340.500000 Penalty: 3460.605469
	Iteration 9Q: 3 clusters Score -4518340 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4519703.500000 Penalty: 3460.605469
	Iteration 10Q: 3 clusters Score -4519704 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4521348.500000 Penalty: 3460.605469
	Iteration 11Q: 3 clusters Score -4521348 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -4522860.500000 Penalty: 3460.605469
	Iteration 12Q: 3 clusters Score -4522860 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -4524046.000000 Penalty: 3460.605469
	Iteration 13Q: 3 clusters Score -4524046 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4524754.000000 Penalty: 3460.605469
	Iteration 14Q: 3 clusters Score -4524754 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4525152.000000 Penalty: 3460.605469
	Iteration 15Q: 3 clusters Score -4525152 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4525468.500000 Penalty: 3460.605469
	Iteration 16Q: 3 clusters Score -4525468 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -4525647.000000 Penalty: 3460.605469
	Iteration 17Q: 3 clusters Score -4525647 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4525808.000000 Penalty: 3460.605469
	Iteration 18Q: 3 clusters Score -4525808 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4525957.000000 Penalty: 3460.605469
	Iteration 19Q: 3 clusters Score -4525957 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -4526109.000000 Penalty: 3460.605469
	Iteration 20F: 3 clusters Score -4526109 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4526263.500000 Penalty: 3460.605469
	Iteration 21Q: 3 clusters Score -4526264 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4526393.500000 Penalty: 3460.605469
	Iteration 22Q: 3 clusters Score -4526394 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4526516.500000 Penalty: 3460.605469
	Iteration 23Q: 3 clusters Score -4526516 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4526614.000000 Penalty: 3460.605469
	Iteration 24Q: 3 clusters Score -4526614 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4526722.500000 Penalty: 3460.605469
	Iteration 25Q: 3 clusters Score -4526722 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4526828.000000 Penalty: 3460.605469
	Iteration 26Q: 3 clusters Score -4526828 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -4526956.500000 Penalty: 3460.605469
	Iteration 27Q: 3 clusters Score -4526956 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4527124.000000 Penalty: 3460.605469
	Iteration 28Q: 3 clusters Score -4527124 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4527316.000000 Penalty: 3460.605469
	Iteration 29Q: 3 clusters Score -4527316 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -4527503.000000 Penalty: 3460.605469
	Iteration 30Q: 3 clusters Score -4527503 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -4527736.000000 Penalty: 3460.605469
	Iteration 31Q: 3 clusters Score -4527736 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4527941.500000 Penalty: 3460.605469
	Iteration 32Q: 3 clusters Score -4527942 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4528099.000000 Penalty: 3460.605469
	Iteration 33Q: 3 clusters Score -4528099 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4528218.000000 Penalty: 3460.605469
	Iteration 34Q: 3 clusters Score -4528218 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4528293.000000 Penalty: 3460.605469
	Iteration 35Q: 3 clusters Score -4528293 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4528383.000000 Penalty: 3460.605469
	Iteration 36Q: 3 clusters Score -4528383 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4528457.500000 Penalty: 3460.605469
	Iteration 37Q: 3 clusters Score -4528458 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4528523.500000 Penalty: 3460.605469
	Iteration 38Q: 3 clusters Score -4528524 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -4528578.500000 Penalty: 3460.605469
	Iteration 39Q: 3 clusters Score -4528578 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4528674.500000 Penalty: 3460.605469
	Iteration 40F: 3 clusters Score -4528674 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4528723.500000 Penalty: 3460.605469
	Iteration 41Q: 3 clusters Score -4528724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4528810.500000 Penalty: 3460.605469
	Iteration 42Q: 3 clusters Score -4528810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4528864.500000 Penalty: 3460.605469
	Iteration 43Q: 3 clusters Score -4528864 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4528936.000000 Penalty: 3460.605469
	Iteration 44Q: 3 clusters Score -4528936 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4528996.000000 Penalty: 3460.605469
	Iteration 45Q: 3 clusters Score -4528996 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4529069.000000 Penalty: 3460.605469
	Iteration 46Q: 3 clusters Score -4529069 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4529157.500000 Penalty: 3460.605469
	Iteration 47Q: 3 clusters Score -4529158 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4529251.500000 Penalty: 3460.605469
	Iteration 48Q: 3 clusters Score -4529252 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4529331.000000 Penalty: 3460.605469
	Iteration 49Q: 3 clusters Score -4529331 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4529388.500000 Penalty: 3460.605469
	Iteration 50Q: 3 clusters Score -4529388 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4529449.000000 Penalty: 3460.605469
	Iteration 51Q: 3 clusters Score -4529449 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4529496.500000 Penalty: 3460.605469
	Iteration 52Q: 3 clusters Score -4529496 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4529552.000000 Penalty: 3460.605469
	Iteration 53Q: 3 clusters Score -4529552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4529573.000000 Penalty: 3460.605469
	Iteration 54Q: 3 clusters Score -4529573 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4529622.000000 Penalty: 3460.605469
	Iteration 55Q: 3 clusters Score -4529622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4529637.000000 Penalty: 3460.605469
	Iteration 56Q: 3 clusters Score -4529637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4529670.000000 Penalty: 3460.605469
	Iteration 57Q: 3 clusters Score -4529670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4529692.500000 Penalty: 3460.605469
	Iteration 58Q: 3 clusters Score -4529692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4529705.000000 Penalty: 3460.605469
	Iteration 59Q: 3 clusters Score -4529705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4529713.500000 Penalty: 3460.605469
	Iteration 60F: 3 clusters Score -4529714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4529722.000000 Penalty: 3460.605469
	Iteration 61Q: 3 clusters Score -4529722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4529722.000000 Penalty: 3460.605469
	Iteration 62Q: 3 clusters Score -4529722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4529737.000000 Penalty: 3460.605469
	Iteration 63Q: 3 clusters Score -4529737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4529752.500000 Penalty: 3460.605469
	Iteration 64Q: 3 clusters Score -4529752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4529750.500000 Penalty: 3460.605469
	Iteration 65Q: 3 clusters Score -4529750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4529763.000000 Penalty: 3460.605469
	Iteration 66Q: 3 clusters Score -4529763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -4529762.500000 Penalty: 3460.605469
	Iteration 67Q: 3 clusters Score -4529762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4529777.500000 Penalty: 3460.605469
	Iteration 68Q: 3 clusters Score -4529778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -4529778.500000 Penalty: 3460.605469
	Iteration 69Q: 3 clusters Score -4529778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4529787.000000 Penalty: 3460.605469
	Iteration 70Q: 3 clusters Score -4529787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4529794.000000 Penalty: 3460.605469
	Iteration 71Q: 3 clusters Score -4529794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4529795.500000 Penalty: 3460.605469
	Iteration 72Q: 3 clusters Score -4529796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4529788.500000 Penalty: 3460.605469
	Iteration 73Q: 3 clusters Score -4529788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -4529801.000000 Penalty: 3460.605469
	Iteration 74Q: 3 clusters Score -4529801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4529803.000000 Penalty: 3460.605469
	Iteration 75Q: 3 clusters Score -4529803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4529809.000000 Penalty: 3460.605469
	Iteration 76Q: 3 clusters Score -4529809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4529813.000000 Penalty: 3460.605469
	Iteration 77Q: 3 clusters Score -4529813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4529823.500000 Penalty: 3460.605469
	Iteration 78Q: 3 clusters Score -4529824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4529821.000000 Penalty: 3460.605469
	Iteration 79Q: 3 clusters Score -4529821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4529809.500000 Penalty: 3460.605469
	Iteration 80F: 3 clusters Score -4529810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4529804.000000 Penalty: 3460.605469
	Iteration 81Q: 3 clusters Score -4529804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -4529806.500000 Penalty: 3460.605469
	Iteration 82Q: 3 clusters Score -4529806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4529811.500000 Penalty: 3460.605469
	Iteration 83Q: 3 clusters Score -4529812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4529817.000000 Penalty: 3460.605469
	Iteration 84Q: 3 clusters Score -4529817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4529821.500000 Penalty: 3460.605469
	Iteration 85Q: 3 clusters Score -4529822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4529819.000000 Penalty: 3460.605469
	Iteration 86Q: 3 clusters Score -4529819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4529818.500000 Penalty: 3460.605469
	Iteration 87Q: 3 clusters Score -4529818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -4529816.000000 Penalty: 3460.605469
	Iteration 88Q: 3 clusters Score -4529816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4529820.000000 Penalty: 3460.605469
	Iteration 89Q: 3 clusters Score -4529820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4529815.500000 Penalty: 3460.605469
	Iteration 90Q: 3 clusters Score -4529816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4529821.500000 Penalty: 3460.605469
	Iteration 91Q: 3 clusters Score -4529822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4529814.500000 Penalty: 3460.605469
	Iteration 92Q: 3 clusters Score -4529814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4529814.000000 Penalty: 3460.605469
	Iteration 93Q: 3 clusters Score -4529814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4529814.000000 Penalty: 3460.605469
	Iteration 94F: 3 clusters Score -4529814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 11443 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 116108 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 161090 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Entering Unmasked Estep 
Score: -100884792.000000 Penalty: 53775.988281
Splitting cluster 1 changes total score from -100883496.000000 to -100884792.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -132970.078125 Penalty: 1220.444946
	Iteration 0F: 2 clusters Score -132970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -131434.609375 Penalty: 2440.889893
	Iteration 0F: 3 clusters Score -131434.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135158.984375 Penalty: 2440.889893
	Iteration 1F: 3 clusters Score -135159 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137162.921875 Penalty: 2440.889893
	Iteration 2F: 3 clusters Score -137162.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137936.140625 Penalty: 2440.889893
	Iteration 3F: 3 clusters Score -137936.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -138381.312500 Penalty: 2440.889893
	Iteration 4Q: 3 clusters Score -138381.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -138666.125000 Penalty: 2440.889893
	Iteration 5Q: 3 clusters Score -138666.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138788.937500 Penalty: 2440.889893
	Iteration 6Q: 3 clusters Score -138788.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138837.968750 Penalty: 2440.889893
	Iteration 7Q: 3 clusters Score -138838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138862.984375 Penalty: 2440.889893
	Iteration 8Q: 3 clusters Score -138863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -138887.062500 Penalty: 2440.889893
	Iteration 9Q: 3 clusters Score -138887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -138893.578125 Penalty: 2440.889893
	Iteration 10Q: 3 clusters Score -138893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138895.109375 Penalty: 2440.889893
	Iteration 11Q: 3 clusters Score -138895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138907.359375 Penalty: 2440.889893
	Iteration 12F: 3 clusters Score -138907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138921.593750 Penalty: 2440.889893
	Iteration 13Q: 3 clusters Score -138921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138926.156250 Penalty: 2440.889893
	Iteration 14Q: 3 clusters Score -138926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -138929.531250 Penalty: 2440.889893
	Iteration 15Q: 3 clusters Score -138929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -138931.281250 Penalty: 2440.889893
	Iteration 16Q: 3 clusters Score -138931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138932.203125 Penalty: 2440.889893
	Iteration 17Q: 3 clusters Score -138932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138932.203125 Penalty: 2440.889893
	Iteration 18F: 3 clusters Score -138932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 11443 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 116108 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 161090 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Entering Unmasked Estep 
Score: -100890120.000000 Penalty: 56016.656250
Splitting cluster 3 changes total score from -100883496.000000 to -100890120.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (90483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Entering Unmasked Estep 
Score: -9839949.000000 Penalty: 1854.598999
	Iteration 0F: 2 clusters Score -9839949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -9779102.000000 Penalty: 3709.197998
	Iteration 0F: 3 clusters Score -9779102 nChanged 43331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -9804690.000000 Penalty: 3709.197998
	Iteration 1F: 3 clusters Score -9804690 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -9805602.000000 Penalty: 3709.197998
	Iteration 2Q: 3 clusters Score -9805602 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -9806824.000000 Penalty: 3709.197998
	Iteration 3Q: 3 clusters Score -9806824 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -9808465.000000 Penalty: 3709.197998
	Iteration 4Q: 3 clusters Score -9808465 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -9810712.000000 Penalty: 3709.197998
	Iteration 5F: 3 clusters Score -9810712 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -9814071.000000 Penalty: 3709.197998
	Iteration 6F: 3 clusters Score -9814071 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -9818452.000000 Penalty: 3709.197998
	Iteration 7F: 3 clusters Score -9818452 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -9823376.000000 Penalty: 3709.197998
	Iteration 8F: 3 clusters Score -9823376 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -9828085.000000 Penalty: 3709.197998
	Iteration 9F: 3 clusters Score -9828085 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -9831570.000000 Penalty: 3709.197998
	Iteration 10Q: 3 clusters Score -9831570 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83450 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -9833854.000000 Penalty: 3709.197998
	Iteration 11Q: 3 clusters Score -9833854 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -9835271.000000 Penalty: 3709.197998
	Iteration 12Q: 3 clusters Score -9835271 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -9836122.000000 Penalty: 3709.197998
	Iteration 13Q: 3 clusters Score -9836122 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9836792.000000 Penalty: 3709.197998
	Iteration 14Q: 3 clusters Score -9836792 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9837296.000000 Penalty: 3709.197998
	Iteration 15Q: 3 clusters Score -9837296 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9837687.000000 Penalty: 3709.197998
	Iteration 16Q: 3 clusters Score -9837687 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9837946.000000 Penalty: 3709.197998
	Iteration 17Q: 3 clusters Score -9837946 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9838097.000000 Penalty: 3709.197998
	Iteration 18Q: 3 clusters Score -9838097 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9838187.000000 Penalty: 3709.197998
	Iteration 19Q: 3 clusters Score -9838187 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9838269.000000 Penalty: 3709.197998
	Iteration 20F: 3 clusters Score -9838269 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9838304.000000 Penalty: 3709.197998
	Iteration 21Q: 3 clusters Score -9838304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9838314.000000 Penalty: 3709.197998
	Iteration 22Q: 3 clusters Score -9838314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9838341.000000 Penalty: 3709.197998
	Iteration 23Q: 3 clusters Score -9838341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9838359.000000 Penalty: 3709.197998
	Iteration 24Q: 3 clusters Score -9838359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9838379.000000 Penalty: 3709.197998
	Iteration 25Q: 3 clusters Score -9838379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9838393.000000 Penalty: 3709.197998
	Iteration 26Q: 3 clusters Score -9838393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9838396.000000 Penalty: 3709.197998
	Iteration 27Q: 3 clusters Score -9838396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9838394.000000 Penalty: 3709.197998
	Iteration 28Q: 3 clusters Score -9838394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9838410.000000 Penalty: 3709.197998
	Iteration 29Q: 3 clusters Score -9838410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9838427.000000 Penalty: 3709.197998
	Iteration 30Q: 3 clusters Score -9838427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9838413.000000 Penalty: 3709.197998
	Iteration 31Q: 3 clusters Score -9838413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9838435.000000 Penalty: 3709.197998
	Iteration 32Q: 3 clusters Score -9838435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9838451.000000 Penalty: 3709.197998
	Iteration 33Q: 3 clusters Score -9838451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9838430.000000 Penalty: 3709.197998
	Iteration 34Q: 3 clusters Score -9838430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9838443.000000 Penalty: 3709.197998
	Iteration 35Q: 3 clusters Score -9838443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9838450.000000 Penalty: 3709.197998
	Iteration 36Q: 3 clusters Score -9838450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9838451.000000 Penalty: 3709.197998
	Iteration 37Q: 3 clusters Score -9838451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9838451.000000 Penalty: 3709.197998
	Iteration 38F: 3 clusters Score -9838451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Entering Unmasked Estep 
Score: -1165096.125000 Penalty: 1518.584229
	Iteration 0F: 2 clusters Score -1165096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1156959.250000 Penalty: 3037.168457
	Iteration 0F: 3 clusters Score -1156959 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1159825.375000 Penalty: 3037.168457
	Iteration 1F: 3 clusters Score -1159825 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1160432.625000 Penalty: 3037.168457
	Iteration 2F: 3 clusters Score -1160433 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1161113.125000 Penalty: 3037.168457
	Iteration 3F: 3 clusters Score -1161113 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1161668.125000 Penalty: 3037.168457
	Iteration 4F: 3 clusters Score -1161668 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1162234.500000 Penalty: 3037.168457
	Iteration 5F: 3 clusters Score -1162234 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1162854.250000 Penalty: 3037.168457
	Iteration 6F: 3 clusters Score -1162854 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1163376.500000 Penalty: 3037.168457
	Iteration 7F: 3 clusters Score -1163376 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1163692.625000 Penalty: 3037.168457
	Iteration 8Q: 3 clusters Score -1163693 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1163864.375000 Penalty: 3037.168457
	Iteration 9Q: 3 clusters Score -1163864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1164011.375000 Penalty: 3037.168457
	Iteration 10Q: 3 clusters Score -1164011 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1164187.750000 Penalty: 3037.168457
	Iteration 11Q: 3 clusters Score -1164188 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1164345.500000 Penalty: 3037.168457
	Iteration 12Q: 3 clusters Score -1164346 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1164509.500000 Penalty: 3037.168457
	Iteration 13Q: 3 clusters Score -1164510 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1164657.125000 Penalty: 3037.168457
	Iteration 14Q: 3 clusters Score -1164657 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1164789.500000 Penalty: 3037.168457
	Iteration 15Q: 3 clusters Score -1164790 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1164915.125000 Penalty: 3037.168457
	Iteration 16Q: 3 clusters Score -1164915 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1165023.000000 Penalty: 3037.168457
	Iteration 17Q: 3 clusters Score -1165023 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1165120.125000 Penalty: 3037.168457
	Iteration 18Q: 3 clusters Score -1165120 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1165199.125000 Penalty: 3037.168457
	Iteration 19Q: 3 clusters Score -1165199 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1165258.125000 Penalty: 3037.168457
	Iteration 20F: 3 clusters Score -1165258 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1165307.500000 Penalty: 3037.168457
	Iteration 21Q: 3 clusters Score -1165308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1165339.750000 Penalty: 3037.168457
	Iteration 22Q: 3 clusters Score -1165340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1165371.625000 Penalty: 3037.168457
	Iteration 23Q: 3 clusters Score -1165372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1165396.125000 Penalty: 3037.168457
	Iteration 24Q: 3 clusters Score -1165396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1165415.125000 Penalty: 3037.168457
	Iteration 25Q: 3 clusters Score -1165415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1165437.125000 Penalty: 3037.168457
	Iteration 26Q: 3 clusters Score -1165437 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1165459.875000 Penalty: 3037.168457
	Iteration 27Q: 3 clusters Score -1165460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1165472.375000 Penalty: 3037.168457
	Iteration 28Q: 3 clusters Score -1165472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1165489.750000 Penalty: 3037.168457
	Iteration 29Q: 3 clusters Score -1165490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1165500.625000 Penalty: 3037.168457
	Iteration 30Q: 3 clusters Score -1165501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1165513.250000 Penalty: 3037.168457
	Iteration 31Q: 3 clusters Score -1165513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1165521.500000 Penalty: 3037.168457
	Iteration 32Q: 3 clusters Score -1165522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1165525.000000 Penalty: 3037.168457
	Iteration 33Q: 3 clusters Score -1165525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1165530.125000 Penalty: 3037.168457
	Iteration 34Q: 3 clusters Score -1165530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1165538.875000 Penalty: 3037.168457
	Iteration 35Q: 3 clusters Score -1165539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1165546.875000 Penalty: 3037.168457
	Iteration 36Q: 3 clusters Score -1165547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1165555.375000 Penalty: 3037.168457
	Iteration 37Q: 3 clusters Score -1165555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1165555.375000 Penalty: 3037.168457
	Iteration 38Q: 3 clusters Score -1165555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1165557.125000 Penalty: 3037.168457
	Iteration 39Q: 3 clusters Score -1165557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1165563.375000 Penalty: 3037.168457
	Iteration 40F: 3 clusters Score -1165563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1165564.500000 Penalty: 3037.168457
	Iteration 41Q: 3 clusters Score -1165564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1165567.375000 Penalty: 3037.168457
	Iteration 42Q: 3 clusters Score -1165567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1165570.750000 Penalty: 3037.168457
	Iteration 43Q: 3 clusters Score -1165571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1165572.000000 Penalty: 3037.168457
	Iteration 44Q: 3 clusters Score -1165572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1165573.500000 Penalty: 3037.168457
	Iteration 45Q: 3 clusters Score -1165574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1165573.375000 Penalty: 3037.168457
	Iteration 46Q: 3 clusters Score -1165573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1165577.250000 Penalty: 3037.168457
	Iteration 47Q: 3 clusters Score -1165577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1165574.375000 Penalty: 3037.168457
	Iteration 48Q: 3 clusters Score -1165574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1165575.750000 Penalty: 3037.168457
	Iteration 49Q: 3 clusters Score -1165576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1165576.750000 Penalty: 3037.168457
	Iteration 50Q: 3 clusters Score -1165577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1165576.750000 Penalty: 3037.168457
	Iteration 51F: 3 clusters Score -1165577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 116108 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 161090 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Entering Unmasked Estep 
Score: -100889848.000000 Penalty: 58257.324219
Splitting cluster 5 changes total score from -100883496.000000 to -100889848.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -592883.812500 Penalty: 1419.992432
	Iteration 0F: 2 clusters Score -592883.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -588141.750000 Penalty: 2839.984863
	Iteration 0F: 3 clusters Score -588141.8 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -589755.312500 Penalty: 2839.984863
	Iteration 1F: 3 clusters Score -589755.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -590221.437500 Penalty: 2839.984863
	Iteration 2F: 3 clusters Score -590221.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -590805.250000 Penalty: 2839.984863
	Iteration 3F: 3 clusters Score -590805.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -591973.375000 Penalty: 2839.984863
	Iteration 4F: 3 clusters Score -591973.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -593870.437500 Penalty: 2839.984863
	Iteration 5F: 3 clusters Score -593870.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -595912.562500 Penalty: 2839.984863
	Iteration 6F: 3 clusters Score -595912.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -597075.687500 Penalty: 2839.984863
	Iteration 7F: 3 clusters Score -597075.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -597637.125000 Penalty: 2839.984863
	Iteration 8Q: 3 clusters Score -597637.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -597824.312500 Penalty: 2839.984863
	Iteration 9Q: 3 clusters Score -597824.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -597871.187500 Penalty: 2839.984863
	Iteration 10Q: 3 clusters Score -597871.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -597886.250000 Penalty: 2839.984863
	Iteration 11Q: 3 clusters Score -597886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -597894.125000 Penalty: 2839.984863
	Iteration 12Q: 3 clusters Score -597894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -597895.875000 Penalty: 2839.984863
	Iteration 13Q: 3 clusters Score -597895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -597896.625000 Penalty: 2839.984863
	Iteration 14Q: 3 clusters Score -597896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -597897.812500 Penalty: 2839.984863
	Iteration 15Q: 3 clusters Score -597897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -597897.812500 Penalty: 2839.984863
	Iteration 16F: 3 clusters Score -597897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 116108 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 161090 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Entering Unmasked Estep 
Score: -100893880.000000 Penalty: 60497.988281
Splitting cluster 6 changes total score from -100883496.000000 to -100893880.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1011980.750000 Penalty: 1495.833130
	Iteration 0F: 2 clusters Score -1011981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1004822.000000 Penalty: 2991.666260
	Iteration 0F: 3 clusters Score -1004822 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1007165.812500 Penalty: 2991.666260
	Iteration 1F: 3 clusters Score -1007166 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1007532.562500 Penalty: 2991.666260
	Iteration 2F: 3 clusters Score -1007533 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1007958.062500 Penalty: 2991.666260
	Iteration 3F: 3 clusters Score -1007958 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1008440.625000 Penalty: 2991.666260
	Iteration 4F: 3 clusters Score -1008441 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1008967.125000 Penalty: 2991.666260
	Iteration 5F: 3 clusters Score -1008967 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1009455.187500 Penalty: 2991.666260
	Iteration 6F: 3 clusters Score -1009455 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1009809.687500 Penalty: 2991.666260
	Iteration 7F: 3 clusters Score -1009810 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1010074.937500 Penalty: 2991.666260
	Iteration 8Q: 3 clusters Score -1010075 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1010278.937500 Penalty: 2991.666260
	Iteration 9Q: 3 clusters Score -1010279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1010423.875000 Penalty: 2991.666260
	Iteration 10Q: 3 clusters Score -1010424 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1010555.437500 Penalty: 2991.666260
	Iteration 11Q: 3 clusters Score -1010555 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1010665.187500 Penalty: 2991.666260
	Iteration 12Q: 3 clusters Score -1010665 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1010740.750000 Penalty: 2991.666260
	Iteration 13Q: 3 clusters Score -1010741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1010791.437500 Penalty: 2991.666260
	Iteration 14Q: 3 clusters Score -1010791 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1010820.125000 Penalty: 2991.666260
	Iteration 15Q: 3 clusters Score -1010820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1010839.500000 Penalty: 2991.666260
	Iteration 16Q: 3 clusters Score -1010840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1010855.437500 Penalty: 2991.666260
	Iteration 17Q: 3 clusters Score -1010855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1010865.812500 Penalty: 2991.666260
	Iteration 18Q: 3 clusters Score -1010866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1010877.375000 Penalty: 2991.666260
	Iteration 19Q: 3 clusters Score -1010877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1010882.937500 Penalty: 2991.666260
	Iteration 20F: 3 clusters Score -1010883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1010887.687500 Penalty: 2991.666260
	Iteration 21Q: 3 clusters Score -1010888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1010891.750000 Penalty: 2991.666260
	Iteration 22Q: 3 clusters Score -1010892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1010895.812500 Penalty: 2991.666260
	Iteration 23Q: 3 clusters Score -1010896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1010895.312500 Penalty: 2991.666260
	Iteration 24Q: 3 clusters Score -1010895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1010897.062500 Penalty: 2991.666260
	Iteration 25Q: 3 clusters Score -1010897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1010898.187500 Penalty: 2991.666260
	Iteration 26Q: 3 clusters Score -1010898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1010898.375000 Penalty: 2991.666260
	Iteration 27Q: 3 clusters Score -1010898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1010897.562500 Penalty: 2991.666260
	Iteration 28Q: 3 clusters Score -1010898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1010897.562500 Penalty: 2991.666260
	Iteration 29F: 3 clusters Score -1010898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -151000.703125 Penalty: 1212.609985
	Iteration 0F: 2 clusters Score -151000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -149241.046875 Penalty: 2425.219971
	Iteration 0F: 3 clusters Score -149241 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -149921.281250 Penalty: 2425.219971
	Iteration 1F: 3 clusters Score -149921.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -150175.750000 Penalty: 2425.219971
	Iteration 2F: 3 clusters Score -150175.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -150339.656250 Penalty: 2425.219971
	Iteration 3F: 3 clusters Score -150339.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -150412.593750 Penalty: 2425.219971
	Iteration 4Q: 3 clusters Score -150412.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -150520.078125 Penalty: 2425.219971
	Iteration 5Q: 3 clusters Score -150520.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -150596.234375 Penalty: 2425.219971
	Iteration 6Q: 3 clusters Score -150596.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -150669.937500 Penalty: 2425.219971
	Iteration 7Q: 3 clusters Score -150669.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -150750.484375 Penalty: 2425.219971
	Iteration 8Q: 3 clusters Score -150750.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150827.562500 Penalty: 2425.219971
	Iteration 9Q: 3 clusters Score -150827.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150927.062500 Penalty: 2425.219971
	Iteration 10Q: 3 clusters Score -150927.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151007.031250 Penalty: 2425.219971
	Iteration 11Q: 3 clusters Score -151007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -151086.406250 Penalty: 2425.219971
	Iteration 12Q: 3 clusters Score -151086.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151185.703125 Penalty: 2425.219971
	Iteration 13Q: 3 clusters Score -151185.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -151283.187500 Penalty: 2425.219971
	Iteration 14Q: 3 clusters Score -151283.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -151384.203125 Penalty: 2425.219971
	Iteration 15Q: 3 clusters Score -151384.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -151498.781250 Penalty: 2425.219971
	Iteration 16Q: 3 clusters Score -151498.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -151611.562500 Penalty: 2425.219971
	Iteration 17Q: 3 clusters Score -151611.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -151700.125000 Penalty: 2425.219971
	Iteration 18Q: 3 clusters Score -151700.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -151753.078125 Penalty: 2425.219971
	Iteration 19Q: 3 clusters Score -151753.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -151857.859375 Penalty: 2425.219971
	Iteration 20F: 3 clusters Score -151857.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -152084.484375 Penalty: 2425.219971
	Iteration 21Q: 3 clusters Score -152084.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -152199.812500 Penalty: 2425.219971
	Iteration 22Q: 3 clusters Score -152199.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -152235.656250 Penalty: 2425.219971
	Iteration 23Q: 3 clusters Score -152235.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -152259.281250 Penalty: 2425.219971
	Iteration 24Q: 3 clusters Score -152259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -152274.093750 Penalty: 2425.219971
	Iteration 25Q: 3 clusters Score -152274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -152280.062500 Penalty: 2425.219971
	Iteration 26Q: 3 clusters Score -152280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -152299.796875 Penalty: 2425.219971
	Iteration 27F: 3 clusters Score -152299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -152318.140625 Penalty: 2425.219971
	Iteration 28Q: 3 clusters Score -152318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -152323.328125 Penalty: 2425.219971
	Iteration 29Q: 3 clusters Score -152323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -152327.187500 Penalty: 2425.219971
	Iteration 30Q: 3 clusters Score -152327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -152327.187500 Penalty: 2425.219971
	Iteration 31F: 3 clusters Score -152327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 116108 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 161090 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Entering Unmasked Estep 
Score: -100894024.000000 Penalty: 62738.656250
Splitting cluster 8 changes total score from -100883496.000000 to -100894024.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (9967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Entering Unmasked Estep 
Score: -977041.000000 Penalty: 1496.143188
	Iteration 0F: 2 clusters Score -977041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -969921.062500 Penalty: 2992.286377
	Iteration 0F: 3 clusters Score -969921.1 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -972403.437500 Penalty: 2992.286377
	Iteration 1F: 3 clusters Score -972403.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -973015.437500 Penalty: 2992.286377
	Iteration 2F: 3 clusters Score -973015.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -973630.937500 Penalty: 2992.286377
	Iteration 3F: 3 clusters Score -973630.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -974142.000000 Penalty: 2992.286377
	Iteration 4F: 3 clusters Score -974142 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -974507.562500 Penalty: 2992.286377
	Iteration 5F: 3 clusters Score -974507.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -974768.937500 Penalty: 2992.286377
	Iteration 6Q: 3 clusters Score -974768.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -974972.125000 Penalty: 2992.286377
	Iteration 7Q: 3 clusters Score -974972.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -975111.500000 Penalty: 2992.286377
	Iteration 8Q: 3 clusters Score -975111.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -975208.937500 Penalty: 2992.286377
	Iteration 9Q: 3 clusters Score -975208.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -975268.937500 Penalty: 2992.286377
	Iteration 10Q: 3 clusters Score -975268.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -975317.187500 Penalty: 2992.286377
	Iteration 11Q: 3 clusters Score -975317.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -975353.500000 Penalty: 2992.286377
	Iteration 12Q: 3 clusters Score -975353.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -975384.312500 Penalty: 2992.286377
	Iteration 13Q: 3 clusters Score -975384.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -975417.062500 Penalty: 2992.286377
	Iteration 14Q: 3 clusters Score -975417.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -975447.437500 Penalty: 2992.286377
	Iteration 15Q: 3 clusters Score -975447.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -975477.250000 Penalty: 2992.286377
	Iteration 16Q: 3 clusters Score -975477.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -975494.937500 Penalty: 2992.286377
	Iteration 17Q: 3 clusters Score -975494.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -975515.562500 Penalty: 2992.286377
	Iteration 18Q: 3 clusters Score -975515.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -975541.125000 Penalty: 2992.286377
	Iteration 19Q: 3 clusters Score -975541.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -975570.312500 Penalty: 2992.286377
	Iteration 20F: 3 clusters Score -975570.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -975595.625000 Penalty: 2992.286377
	Iteration 21Q: 3 clusters Score -975595.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -975614.750000 Penalty: 2992.286377
	Iteration 22Q: 3 clusters Score -975614.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -975629.125000 Penalty: 2992.286377
	Iteration 23Q: 3 clusters Score -975629.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -975642.437500 Penalty: 2992.286377
	Iteration 24Q: 3 clusters Score -975642.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -975659.000000 Penalty: 2992.286377
	Iteration 25Q: 3 clusters Score -975659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -975671.562500 Penalty: 2992.286377
	Iteration 26Q: 3 clusters Score -975671.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -975683.875000 Penalty: 2992.286377
	Iteration 27Q: 3 clusters Score -975683.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -975706.562500 Penalty: 2992.286377
	Iteration 28Q: 3 clusters Score -975706.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -975724.250000 Penalty: 2992.286377
	Iteration 29Q: 3 clusters Score -975724.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -975736.625000 Penalty: 2992.286377
	Iteration 30Q: 3 clusters Score -975736.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -975754.937500 Penalty: 2992.286377
	Iteration 31Q: 3 clusters Score -975754.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -975778.875000 Penalty: 2992.286377
	Iteration 32Q: 3 clusters Score -975778.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -975816.187500 Penalty: 2992.286377
	Iteration 33Q: 3 clusters Score -975816.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -975845.312500 Penalty: 2992.286377
	Iteration 34Q: 3 clusters Score -975845.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -975869.187500 Penalty: 2992.286377
	Iteration 35Q: 3 clusters Score -975869.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -975887.562500 Penalty: 2992.286377
	Iteration 36Q: 3 clusters Score -975887.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -975902.750000 Penalty: 2992.286377
	Iteration 37Q: 3 clusters Score -975902.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -975914.875000 Penalty: 2992.286377
	Iteration 38Q: 3 clusters Score -975914.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -975925.500000 Penalty: 2992.286377
	Iteration 39Q: 3 clusters Score -975925.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -975938.062500 Penalty: 2992.286377
	Iteration 40F: 3 clusters Score -975938.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -975942.062500 Penalty: 2992.286377
	Iteration 41Q: 3 clusters Score -975942.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -975948.500000 Penalty: 2992.286377
	Iteration 42Q: 3 clusters Score -975948.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -975953.500000 Penalty: 2992.286377
	Iteration 43Q: 3 clusters Score -975953.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -975960.000000 Penalty: 2992.286377
	Iteration 44Q: 3 clusters Score -975960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -975958.500000 Penalty: 2992.286377
	Iteration 45Q: 3 clusters Score -975958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -975959.937500 Penalty: 2992.286377
	Iteration 46Q: 3 clusters Score -975959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -975959.062500 Penalty: 2992.286377
	Iteration 47Q: 3 clusters Score -975959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -975961.437500 Penalty: 2992.286377
	Iteration 48Q: 3 clusters Score -975961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -975961.437500 Penalty: 2992.286377
	Iteration 49F: 3 clusters Score -975961.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (116108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Entering Unmasked Estep 
Score: -12428117.000000 Penalty: 1895.119873
	Iteration 0F: 2 clusters Score -1.242812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -12351751.000000 Penalty: 3790.239746
	Iteration 0F: 3 clusters Score -1.235175e+07 nChanged 55480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -12384896.000000 Penalty: 3790.239746
	Iteration 1F: 3 clusters Score -1.23849e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -12386555.000000 Penalty: 3790.239746
	Iteration 2Q: 3 clusters Score -1.238656e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -12388925.000000 Penalty: 3790.239746
	Iteration 3Q: 3 clusters Score -1.238892e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -12392197.000000 Penalty: 3790.239746
	Iteration 4F: 3 clusters Score -1.23922e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -12396948.000000 Penalty: 3790.239746
	Iteration 5F: 3 clusters Score -1.239695e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -12402937.000000 Penalty: 3790.239746
	Iteration 6F: 3 clusters Score -1.240294e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -12409312.000000 Penalty: 3790.239746
	Iteration 7F: 3 clusters Score -1.240931e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -12415582.000000 Penalty: 3790.239746
	Iteration 8F: 3 clusters Score -1.241558e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -12421114.000000 Penalty: 3790.239746
	Iteration 9Q: 3 clusters Score -1.242111e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -12424975.000000 Penalty: 3790.239746
	Iteration 10Q: 3 clusters Score -1.242498e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -12427452.000000 Penalty: 3790.239746
	Iteration 11Q: 3 clusters Score -1.242745e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -12429360.000000 Penalty: 3790.239746
	Iteration 12Q: 3 clusters Score -1.242936e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -12430760.000000 Penalty: 3790.239746
	Iteration 13Q: 3 clusters Score -1.243076e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -12431452.000000 Penalty: 3790.239746
	Iteration 14Q: 3 clusters Score -1.243145e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -12431684.000000 Penalty: 3790.239746
	Iteration 15Q: 3 clusters Score -1.243168e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -12431842.000000 Penalty: 3790.239746
	Iteration 16Q: 3 clusters Score -1.243184e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -12431908.000000 Penalty: 3790.239746
	Iteration 17Q: 3 clusters Score -1.243191e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -12431960.000000 Penalty: 3790.239746
	Iteration 18Q: 3 clusters Score -1.243196e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -12431939.000000 Penalty: 3790.239746
	Iteration 19Q: 3 clusters Score -1.243194e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104427 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -12431978.000000 Penalty: 3790.239746
	Iteration 20F: 3 clusters Score -1.243198e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -12431996.000000 Penalty: 3790.239746
	Iteration 21Q: 3 clusters Score -1.2432e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -12431995.000000 Penalty: 3790.239746
	Iteration 22Q: 3 clusters Score -1.2432e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -12432019.000000 Penalty: 3790.239746
	Iteration 23Q: 3 clusters Score -1.243202e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -12432019.000000 Penalty: 3790.239746
	Iteration 24Q: 3 clusters Score -1.243202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104736 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -12432013.000000 Penalty: 3790.239746
	Iteration 25Q: 3 clusters Score -1.243201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -12432012.000000 Penalty: 3790.239746
	Iteration 26Q: 3 clusters Score -1.243201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -12432015.000000 Penalty: 3790.239746
	Iteration 27Q: 3 clusters Score -1.243202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -12432000.000000 Penalty: 3790.239746
	Iteration 28Q: 3 clusters Score -1.2432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104816 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -12432012.000000 Penalty: 3790.239746
	Iteration 29Q: 3 clusters Score -1.243201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -12432009.000000 Penalty: 3790.239746
	Iteration 30Q: 3 clusters Score -1.243201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104856 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -12432020.000000 Penalty: 3790.239746
	Iteration 31Q: 3 clusters Score -1.243202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -12432013.000000 Penalty: 3790.239746
	Iteration 32Q: 3 clusters Score -1.243201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -12432001.000000 Penalty: 3790.239746
	Iteration 33Q: 3 clusters Score -1.2432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -12432003.000000 Penalty: 3790.239746
	Iteration 34Q: 3 clusters Score -1.2432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104893 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -12432014.000000 Penalty: 3790.239746
	Iteration 35Q: 3 clusters Score -1.243201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -12432003.000000 Penalty: 3790.239746
	Iteration 36Q: 3 clusters Score -1.2432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -12431996.000000 Penalty: 3790.239746
	Iteration 37Q: 3 clusters Score -1.2432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -12432003.000000 Penalty: 3790.239746
	Iteration 38Q: 3 clusters Score -1.2432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -12432003.000000 Penalty: 3790.239746
	Iteration 39Q: 3 clusters Score -1.2432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -12431997.000000 Penalty: 3790.239746
	Iteration 40F: 3 clusters Score -1.2432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -12432000.000000 Penalty: 3790.239746
	Iteration 41Q: 3 clusters Score -1.2432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -12432000.000000 Penalty: 3790.239746
	Iteration 42Q: 3 clusters Score -1.2432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -12431991.000000 Penalty: 3790.239746
	Iteration 43Q: 3 clusters Score -1.243199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -12431991.000000 Penalty: 3790.239746
	Iteration 44Q: 3 clusters Score -1.243199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -12431988.000000 Penalty: 3790.239746
	Iteration 45Q: 3 clusters Score -1.243199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -12431988.000000 Penalty: 3790.239746
	Iteration 46F: 3 clusters Score -1.243199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 161090 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Entering Unmasked Estep 
Score: -100897680.000000 Penalty: 64979.320312
Splitting cluster 10 changes total score from -100883496.000000 to -100897680.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (17549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Entering Unmasked Estep 
Score: -1850926.750000 Penalty: 1588.072144
	Iteration 0F: 2 clusters Score -1850927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1838957.375000 Penalty: 3176.144287
	Iteration 0F: 3 clusters Score -1838957 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1843277.250000 Penalty: 3176.144287
	Iteration 1F: 3 clusters Score -1843277 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1843818.000000 Penalty: 3176.144287
	Iteration 2F: 3 clusters Score -1843818 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1844432.875000 Penalty: 3176.144287
	Iteration 3F: 3 clusters Score -1844433 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1845216.125000 Penalty: 3176.144287
	Iteration 4F: 3 clusters Score -1845216 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1846186.000000 Penalty: 3176.144287
	Iteration 5F: 3 clusters Score -1846186 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1847267.125000 Penalty: 3176.144287
	Iteration 6F: 3 clusters Score -1847267 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1848279.750000 Penalty: 3176.144287
	Iteration 7F: 3 clusters Score -1848280 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1849041.125000 Penalty: 3176.144287
	Iteration 8Q: 3 clusters Score -1849041 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1849513.875000 Penalty: 3176.144287
	Iteration 9Q: 3 clusters Score -1849514 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1849802.625000 Penalty: 3176.144287
	Iteration 10Q: 3 clusters Score -1849803 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1849956.375000 Penalty: 3176.144287
	Iteration 11Q: 3 clusters Score -1849956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1850033.500000 Penalty: 3176.144287
	Iteration 12Q: 3 clusters Score -1850034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1850085.125000 Penalty: 3176.144287
	Iteration 13Q: 3 clusters Score -1850085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1850127.875000 Penalty: 3176.144287
	Iteration 14Q: 3 clusters Score -1850128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1850149.125000 Penalty: 3176.144287
	Iteration 15Q: 3 clusters Score -1850149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1850171.375000 Penalty: 3176.144287
	Iteration 16Q: 3 clusters Score -1850171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1850191.750000 Penalty: 3176.144287
	Iteration 17Q: 3 clusters Score -1850192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1850206.375000 Penalty: 3176.144287
	Iteration 18Q: 3 clusters Score -1850206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1850209.625000 Penalty: 3176.144287
	Iteration 19Q: 3 clusters Score -1850210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1850211.125000 Penalty: 3176.144287
	Iteration 20F: 3 clusters Score -1850211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1850213.375000 Penalty: 3176.144287
	Iteration 21Q: 3 clusters Score -1850213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1850213.375000 Penalty: 3176.144287
	Iteration 22Q: 3 clusters Score -1850213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1850213.875000 Penalty: 3176.144287
	Iteration 23Q: 3 clusters Score -1850214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1850219.625000 Penalty: 3176.144287
	Iteration 24Q: 3 clusters Score -1850220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1850217.500000 Penalty: 3176.144287
	Iteration 25Q: 3 clusters Score -1850218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1850217.125000 Penalty: 3176.144287
	Iteration 26Q: 3 clusters Score -1850217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1850219.375000 Penalty: 3176.144287
	Iteration 27Q: 3 clusters Score -1850219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1850219.375000 Penalty: 3176.144287
	Iteration 28Q: 3 clusters Score -1850219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1850219.375000 Penalty: 3176.144287
	Iteration 29F: 3 clusters Score -1850219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Entering Unmasked Estep 
Score: -1519197.375000 Penalty: 1563.260254
	Iteration 0F: 2 clusters Score -1519197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1508696.750000 Penalty: 3126.520508
	Iteration 0F: 3 clusters Score -1508697 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1513089.875000 Penalty: 3126.520508
	Iteration 1F: 3 clusters Score -1513090 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1515983.875000 Penalty: 3126.520508
	Iteration 2F: 3 clusters Score -1515984 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1520153.250000 Penalty: 3126.520508
	Iteration 3F: 3 clusters Score -1520153 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1523123.000000 Penalty: 3126.520508
	Iteration 4F: 3 clusters Score -1523123 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1524632.000000 Penalty: 3126.520508
	Iteration 5F: 3 clusters Score -1524632 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1525226.375000 Penalty: 3126.520508
	Iteration 6Q: 3 clusters Score -1525226 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1525418.375000 Penalty: 3126.520508
	Iteration 7Q: 3 clusters Score -1525418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1525501.125000 Penalty: 3126.520508
	Iteration 8Q: 3 clusters Score -1525501 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1525540.625000 Penalty: 3126.520508
	Iteration 9Q: 3 clusters Score -1525541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1525570.625000 Penalty: 3126.520508
	Iteration 10Q: 3 clusters Score -1525571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1525587.375000 Penalty: 3126.520508
	Iteration 11Q: 3 clusters Score -1525587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1525596.625000 Penalty: 3126.520508
	Iteration 12Q: 3 clusters Score -1525597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1525605.125000 Penalty: 3126.520508
	Iteration 13Q: 3 clusters Score -1525605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1525618.500000 Penalty: 3126.520508
	Iteration 14Q: 3 clusters Score -1525618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1525636.250000 Penalty: 3126.520508
	Iteration 15Q: 3 clusters Score -1525636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1525642.875000 Penalty: 3126.520508
	Iteration 16Q: 3 clusters Score -1525643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1525658.750000 Penalty: 3126.520508
	Iteration 17Q: 3 clusters Score -1525659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1525666.625000 Penalty: 3126.520508
	Iteration 18Q: 3 clusters Score -1525667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1525674.500000 Penalty: 3126.520508
	Iteration 19Q: 3 clusters Score -1525674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1525680.125000 Penalty: 3126.520508
	Iteration 20F: 3 clusters Score -1525680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1525681.375000 Penalty: 3126.520508
	Iteration 21Q: 3 clusters Score -1525681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1525690.500000 Penalty: 3126.520508
	Iteration 22Q: 3 clusters Score -1525690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1525700.750000 Penalty: 3126.520508
	Iteration 23Q: 3 clusters Score -1525701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1525719.750000 Penalty: 3126.520508
	Iteration 24Q: 3 clusters Score -1525720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1525729.500000 Penalty: 3126.520508
	Iteration 25Q: 3 clusters Score -1525730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1525730.250000 Penalty: 3126.520508
	Iteration 26Q: 3 clusters Score -1525730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1525726.875000 Penalty: 3126.520508
	Iteration 27Q: 3 clusters Score -1525727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1525730.375000 Penalty: 3126.520508
	Iteration 28Q: 3 clusters Score -1525730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1525737.250000 Penalty: 3126.520508
	Iteration 29Q: 3 clusters Score -1525737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1525741.000000 Penalty: 3126.520508
	Iteration 30Q: 3 clusters Score -1525741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1525745.375000 Penalty: 3126.520508
	Iteration 31Q: 3 clusters Score -1525745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1525753.375000 Penalty: 3126.520508
	Iteration 32Q: 3 clusters Score -1525753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1525763.250000 Penalty: 3126.520508
	Iteration 33Q: 3 clusters Score -1525763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1525773.750000 Penalty: 3126.520508
	Iteration 34Q: 3 clusters Score -1525774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1525787.000000 Penalty: 3126.520508
	Iteration 35Q: 3 clusters Score -1525787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1525817.500000 Penalty: 3126.520508
	Iteration 36Q: 3 clusters Score -1525818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1525851.625000 Penalty: 3126.520508
	Iteration 37Q: 3 clusters Score -1525852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1525893.000000 Penalty: 3126.520508
	Iteration 38Q: 3 clusters Score -1525893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1525923.500000 Penalty: 3126.520508
	Iteration 39Q: 3 clusters Score -1525924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1525942.875000 Penalty: 3126.520508
	Iteration 40F: 3 clusters Score -1525943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1525950.375000 Penalty: 3126.520508
	Iteration 41Q: 3 clusters Score -1525950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1525955.750000 Penalty: 3126.520508
	Iteration 42Q: 3 clusters Score -1525956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1525955.125000 Penalty: 3126.520508
	Iteration 43Q: 3 clusters Score -1525955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1525953.000000 Penalty: 3126.520508
	Iteration 44Q: 3 clusters Score -1525953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1525953.000000 Penalty: 3126.520508
	Iteration 45F: 3 clusters Score -1525953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 161090 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 3212 members 
Entering Unmasked Estep 
Score: -100903648.000000 Penalty: 67219.984375
Splitting cluster 12 changes total score from -100883496.000000 to -100903648.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (161090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Entering Unmasked Estep 
Score: -17089582.000000 Penalty: 1948.329224
	Iteration 0F: 2 clusters Score -1.708958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -16982468.000000 Penalty: 3896.658447
	Iteration 0F: 3 clusters Score -1.698247e+07 nChanged 77906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -17029442.000000 Penalty: 3896.658447
	Iteration 1F: 3 clusters Score -1.702944e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -17031828.000000 Penalty: 3896.658447
	Iteration 2Q: 3 clusters Score -1.703183e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -17035234.000000 Penalty: 3896.658447
	Iteration 3Q: 3 clusters Score -1.703523e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -17040288.000000 Penalty: 3896.658447
	Iteration 4F: 3 clusters Score -1.704029e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93099 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -17047462.000000 Penalty: 3896.658447
	Iteration 5F: 3 clusters Score -1.704746e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -17056238.000000 Penalty: 3896.658447
	Iteration 6F: 3 clusters Score -1.705624e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -17064274.000000 Penalty: 3896.658447
	Iteration 7F: 3 clusters Score -1.706427e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106517 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -17068892.000000 Penalty: 3896.658447
	Iteration 8F: 3 clusters Score -1.706889e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -17071030.000000 Penalty: 3896.658447
	Iteration 9Q: 3 clusters Score -1.707103e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -17072280.000000 Penalty: 3896.658447
	Iteration 10Q: 3 clusters Score -1.707228e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -17073262.000000 Penalty: 3896.658447
	Iteration 11Q: 3 clusters Score -1.707326e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117569 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -17074270.000000 Penalty: 3896.658447
	Iteration 12Q: 3 clusters Score -1.707427e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120192 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -17075370.000000 Penalty: 3896.658447
	Iteration 13Q: 3 clusters Score -1.707537e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122746 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -17076398.000000 Penalty: 3896.658447
	Iteration 14Q: 3 clusters Score -1.70764e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -17077472.000000 Penalty: 3896.658447
	Iteration 15Q: 3 clusters Score -1.707747e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -17078750.000000 Penalty: 3896.658447
	Iteration 16Q: 3 clusters Score -1.707875e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130416 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -17080134.000000 Penalty: 3896.658447
	Iteration 17Q: 3 clusters Score -1.708013e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132820 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -17081634.000000 Penalty: 3896.658447
	Iteration 18Q: 3 clusters Score -1.708163e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135145 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -17083054.000000 Penalty: 3896.658447
	Iteration 19Q: 3 clusters Score -1.708305e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -17084332.000000 Penalty: 3896.658447
	Iteration 20F: 3 clusters Score -1.708433e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139343 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -17085574.000000 Penalty: 3896.658447
	Iteration 21Q: 3 clusters Score -1.708557e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141000 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -17086388.000000 Penalty: 3896.658447
	Iteration 22Q: 3 clusters Score -1.708639e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -17087006.000000 Penalty: 3896.658447
	Iteration 23Q: 3 clusters Score -1.708701e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -17087598.000000 Penalty: 3896.658447
	Iteration 24Q: 3 clusters Score -1.70876e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -17087936.000000 Penalty: 3896.658447
	Iteration 25Q: 3 clusters Score -1.708794e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145779 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -17088254.000000 Penalty: 3896.658447
	Iteration 26Q: 3 clusters Score -1.708825e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -17088538.000000 Penalty: 3896.658447
	Iteration 27Q: 3 clusters Score -1.708854e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147433 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -17088814.000000 Penalty: 3896.658447
	Iteration 28Q: 3 clusters Score -1.708881e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148134 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -17089042.000000 Penalty: 3896.658447
	Iteration 29Q: 3 clusters Score -1.708904e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -17089216.000000 Penalty: 3896.658447
	Iteration 30Q: 3 clusters Score -1.708922e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149244 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -17089294.000000 Penalty: 3896.658447
	Iteration 31Q: 3 clusters Score -1.708929e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149684 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -17089434.000000 Penalty: 3896.658447
	Iteration 32Q: 3 clusters Score -1.708943e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -17089508.000000 Penalty: 3896.658447
	Iteration 33Q: 3 clusters Score -1.708951e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150354 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -17089634.000000 Penalty: 3896.658447
	Iteration 34Q: 3 clusters Score -1.708963e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -17089676.000000 Penalty: 3896.658447
	Iteration 35Q: 3 clusters Score -1.708968e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150929 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -17089750.000000 Penalty: 3896.658447
	Iteration 36Q: 3 clusters Score -1.708975e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -17089798.000000 Penalty: 3896.658447
	Iteration 37Q: 3 clusters Score -1.70898e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151340 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -17089830.000000 Penalty: 3896.658447
	Iteration 38Q: 3 clusters Score -1.708983e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -17089900.000000 Penalty: 3896.658447
	Iteration 39Q: 3 clusters Score -1.70899e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -17089906.000000 Penalty: 3896.658447
	Iteration 40F: 3 clusters Score -1.708991e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151769 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -17089942.000000 Penalty: 3896.658447
	Iteration 41Q: 3 clusters Score -1.708994e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -17089908.000000 Penalty: 3896.658447
	Iteration 42Q: 3 clusters Score -1.708991e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -17089922.000000 Penalty: 3896.658447
	Iteration 43Q: 3 clusters Score -1.708992e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152133 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -17089942.000000 Penalty: 3896.658447
	Iteration 44Q: 3 clusters Score -1.708994e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152239 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -17089964.000000 Penalty: 3896.658447
	Iteration 45Q: 3 clusters Score -1.708996e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -17089954.000000 Penalty: 3896.658447
	Iteration 46Q: 3 clusters Score -1.708995e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -17089944.000000 Penalty: 3896.658447
	Iteration 47Q: 3 clusters Score -1.708994e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -17089976.000000 Penalty: 3896.658447
	Iteration 48Q: 3 clusters Score -1.708998e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -17089970.000000 Penalty: 3896.658447
	Iteration 49Q: 3 clusters Score -1.708997e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -17089964.000000 Penalty: 3896.658447
	Iteration 50Q: 3 clusters Score -1.708996e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152676 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -17089962.000000 Penalty: 3896.658447
	Iteration 51Q: 3 clusters Score -1.708996e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152745 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -17090002.000000 Penalty: 3896.658447
	Iteration 52Q: 3 clusters Score -1.709e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -17090004.000000 Penalty: 3896.658447
	Iteration 53Q: 3 clusters Score -1.709e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152890 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -17089986.000000 Penalty: 3896.658447
	Iteration 54Q: 3 clusters Score -1.708999e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152944 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -17089960.000000 Penalty: 3896.658447
	Iteration 55Q: 3 clusters Score -1.708996e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -17089960.000000 Penalty: 3896.658447
	Iteration 56Q: 3 clusters Score -1.708996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153037 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -17089960.000000 Penalty: 3896.658447
	Iteration 57Q: 3 clusters Score -1.708996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153060 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -17089972.000000 Penalty: 3896.658447
	Iteration 58Q: 3 clusters Score -1.708997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153088 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -17089972.000000 Penalty: 3896.658447
	Iteration 59Q: 3 clusters Score -1.708997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -17089978.000000 Penalty: 3896.658447
	Iteration 60F: 3 clusters Score -1.708998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153145 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -17089966.000000 Penalty: 3896.658447
	Iteration 61Q: 3 clusters Score -1.708997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -17089962.000000 Penalty: 3896.658447
	Iteration 62Q: 3 clusters Score -1.708996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -17089974.000000 Penalty: 3896.658447
	Iteration 63Q: 3 clusters Score -1.708997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153199 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -17089988.000000 Penalty: 3896.658447
	Iteration 64Q: 3 clusters Score -1.708999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153221 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -17089976.000000 Penalty: 3896.658447
	Iteration 65Q: 3 clusters Score -1.708998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -17089994.000000 Penalty: 3896.658447
	Iteration 66Q: 3 clusters Score -1.708999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153259 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -17090002.000000 Penalty: 3896.658447
	Iteration 67Q: 3 clusters Score -1.709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153285 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -17090028.000000 Penalty: 3896.658447
	Iteration 68Q: 3 clusters Score -1.709003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -17090046.000000 Penalty: 3896.658447
	Iteration 69Q: 3 clusters Score -1.709005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153327 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -17090056.000000 Penalty: 3896.658447
	Iteration 70Q: 3 clusters Score -1.709006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153350 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -17090054.000000 Penalty: 3896.658447
	Iteration 71Q: 3 clusters Score -1.709005e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153370 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -17090062.000000 Penalty: 3896.658447
	Iteration 72Q: 3 clusters Score -1.709006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -17090056.000000 Penalty: 3896.658447
	Iteration 73Q: 3 clusters Score -1.709006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -17090070.000000 Penalty: 3896.658447
	Iteration 74Q: 3 clusters Score -1.709007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153434 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -17090072.000000 Penalty: 3896.658447
	Iteration 75Q: 3 clusters Score -1.709007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -17090096.000000 Penalty: 3896.658447
	Iteration 76Q: 3 clusters Score -1.70901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -17090094.000000 Penalty: 3896.658447
	Iteration 77Q: 3 clusters Score -1.709009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153496 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -17090082.000000 Penalty: 3896.658447
	Iteration 78Q: 3 clusters Score -1.709008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -17090102.000000 Penalty: 3896.658447
	Iteration 79Q: 3 clusters Score -1.70901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153534 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -17090090.000000 Penalty: 3896.658447
	Iteration 80F: 3 clusters Score -1.709009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -17090090.000000 Penalty: 3896.658447
	Iteration 81Q: 3 clusters Score -1.709009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -17090108.000000 Penalty: 3896.658447
	Iteration 82Q: 3 clusters Score -1.709011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153587 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -17090092.000000 Penalty: 3896.658447
	Iteration 83Q: 3 clusters Score -1.709009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153599 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -17090096.000000 Penalty: 3896.658447
	Iteration 84Q: 3 clusters Score -1.70901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -17090090.000000 Penalty: 3896.658447
	Iteration 85Q: 3 clusters Score -1.709009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -17090120.000000 Penalty: 3896.658447
	Iteration 86Q: 3 clusters Score -1.709012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -17090122.000000 Penalty: 3896.658447
	Iteration 87Q: 3 clusters Score -1.709012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153640 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -17090108.000000 Penalty: 3896.658447
	Iteration 88Q: 3 clusters Score -1.709011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -17090102.000000 Penalty: 3896.658447
	Iteration 89Q: 3 clusters Score -1.70901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -17090106.000000 Penalty: 3896.658447
	Iteration 90Q: 3 clusters Score -1.709011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -17090110.000000 Penalty: 3896.658447
	Iteration 91Q: 3 clusters Score -1.709011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -17090112.000000 Penalty: 3896.658447
	Iteration 92Q: 3 clusters Score -1.709011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -17090112.000000 Penalty: 3896.658447
	Iteration 93F: 3 clusters Score -1.709011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 153644 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 7446 members 
Entering Unmasked Estep 
Score: -100903656.000000 Penalty: 69460.656250
Splitting cluster 13 changes total score from -100883496.000000 to -100903656.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -282684.812500 Penalty: 1298.853516
	Iteration 0F: 2 clusters Score -282684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -280134.875000 Penalty: 2597.707031
	Iteration 0F: 3 clusters Score -280134.9 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -281542.218750 Penalty: 2597.707031
	Iteration 1F: 3 clusters Score -281542.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -282136.000000 Penalty: 2597.707031
	Iteration 2F: 3 clusters Score -282136 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -282446.531250 Penalty: 2597.707031
	Iteration 3F: 3 clusters Score -282446.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -282604.937500 Penalty: 2597.707031
	Iteration 4F: 3 clusters Score -282604.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -282692.750000 Penalty: 2597.707031
	Iteration 5Q: 3 clusters Score -282692.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -282723.218750 Penalty: 2597.707031
	Iteration 6Q: 3 clusters Score -282723.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -282732.906250 Penalty: 2597.707031
	Iteration 7Q: 3 clusters Score -282732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -282737.468750 Penalty: 2597.707031
	Iteration 8Q: 3 clusters Score -282737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -282740.812500 Penalty: 2597.707031
	Iteration 9Q: 3 clusters Score -282740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -282742.656250 Penalty: 2597.707031
	Iteration 10Q: 3 clusters Score -282742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -282743.312500 Penalty: 2597.707031
	Iteration 11Q: 3 clusters Score -282743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -282744.687500 Penalty: 2597.707031
	Iteration 12Q: 3 clusters Score -282744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -282745.031250 Penalty: 2597.707031
	Iteration 13Q: 3 clusters Score -282745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -282746.031250 Penalty: 2597.707031
	Iteration 14Q: 3 clusters Score -282746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -282746.656250 Penalty: 2597.707031
	Iteration 15Q: 3 clusters Score -282746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -282747.375000 Penalty: 2597.707031
	Iteration 16Q: 3 clusters Score -282747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -282748.531250 Penalty: 2597.707031
	Iteration 17Q: 3 clusters Score -282748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -282749.281250 Penalty: 2597.707031
	Iteration 18Q: 3 clusters Score -282749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -282750.062500 Penalty: 2597.707031
	Iteration 19Q: 3 clusters Score -282750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -282751.687500 Penalty: 2597.707031
	Iteration 20F: 3 clusters Score -282751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -282752.500000 Penalty: 2597.707031
	Iteration 21Q: 3 clusters Score -282752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -282752.781250 Penalty: 2597.707031
	Iteration 22Q: 3 clusters Score -282752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -282753.218750 Penalty: 2597.707031
	Iteration 23Q: 3 clusters Score -282753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -282754.281250 Penalty: 2597.707031
	Iteration 24Q: 3 clusters Score -282754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -282754.531250 Penalty: 2597.707031
	Iteration 25Q: 3 clusters Score -282754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -282754.812500 Penalty: 2597.707031
	Iteration 26Q: 3 clusters Score -282754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -282754.781250 Penalty: 2597.707031
	Iteration 27Q: 3 clusters Score -282754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -282754.781250 Penalty: 2597.707031
	Iteration 28F: 3 clusters Score -282754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 153644 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 2044 members 
Entering Unmasked Estep 
Score: -100902688.000000 Penalty: 71701.320312
Splitting cluster 14 changes total score from -100883496.000000 to -100902688.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (6947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Entering Unmasked Estep 
Score: -693295.937500 Penalty: 1437.485596
	Iteration 0F: 2 clusters Score -693295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -688225.562500 Penalty: 2874.971191
	Iteration 0F: 3 clusters Score -688225.6 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -690025.625000 Penalty: 2874.971191
	Iteration 1F: 3 clusters Score -690025.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -690586.375000 Penalty: 2874.971191
	Iteration 2F: 3 clusters Score -690586.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -691012.500000 Penalty: 2874.971191
	Iteration 3F: 3 clusters Score -691012.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -691312.125000 Penalty: 2874.971191
	Iteration 4F: 3 clusters Score -691312.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -691590.187500 Penalty: 2874.971191
	Iteration 5F: 3 clusters Score -691590.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -691908.750000 Penalty: 2874.971191
	Iteration 6F: 3 clusters Score -691908.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -692256.375000 Penalty: 2874.971191
	Iteration 7F: 3 clusters Score -692256.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -692571.312500 Penalty: 2874.971191
	Iteration 8F: 3 clusters Score -692571.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -692790.125000 Penalty: 2874.971191
	Iteration 9Q: 3 clusters Score -692790.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -692929.562500 Penalty: 2874.971191
	Iteration 10Q: 3 clusters Score -692929.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -693017.750000 Penalty: 2874.971191
	Iteration 11Q: 3 clusters Score -693017.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -693089.062500 Penalty: 2874.971191
	Iteration 12Q: 3 clusters Score -693089.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -693161.625000 Penalty: 2874.971191
	Iteration 13Q: 3 clusters Score -693161.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -693238.187500 Penalty: 2874.971191
	Iteration 14Q: 3 clusters Score -693238.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -693299.187500 Penalty: 2874.971191
	Iteration 15Q: 3 clusters Score -693299.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -693353.937500 Penalty: 2874.971191
	Iteration 16Q: 3 clusters Score -693353.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -693381.562500 Penalty: 2874.971191
	Iteration 17Q: 3 clusters Score -693381.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -693415.250000 Penalty: 2874.971191
	Iteration 18Q: 3 clusters Score -693415.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -693426.812500 Penalty: 2874.971191
	Iteration 19Q: 3 clusters Score -693426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -693483.937500 Penalty: 2874.971191
	Iteration 20F: 3 clusters Score -693483.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -693508.625000 Penalty: 2874.971191
	Iteration 21Q: 3 clusters Score -693508.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -693517.312500 Penalty: 2874.971191
	Iteration 22Q: 3 clusters Score -693517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -693520.687500 Penalty: 2874.971191
	Iteration 23Q: 3 clusters Score -693520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -693525.062500 Penalty: 2874.971191
	Iteration 24Q: 3 clusters Score -693525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -693531.562500 Penalty: 2874.971191
	Iteration 25Q: 3 clusters Score -693531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -693532.687500 Penalty: 2874.971191
	Iteration 26Q: 3 clusters Score -693532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -693535.375000 Penalty: 2874.971191
	Iteration 27Q: 3 clusters Score -693535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -693537.375000 Penalty: 2874.971191
	Iteration 28Q: 3 clusters Score -693537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -693538.375000 Penalty: 2874.971191
	Iteration 29Q: 3 clusters Score -693538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -693538.562500 Penalty: 2874.971191
	Iteration 30Q: 3 clusters Score -693538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -693538.562500 Penalty: 2874.971191
	Iteration 31F: 3 clusters Score -693538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 153644 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 6419 members 
Entering Unmasked Estep 
Score: -100902192.000000 Penalty: 73941.984375
Splitting cluster 15 changes total score from -100883496.000000 to -100902192.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (24172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Entering Unmasked Estep 
Score: -2525024.500000 Penalty: 1640.104370
	Iteration 0F: 2 clusters Score -2525024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2508711.500000 Penalty: 3280.208740
	Iteration 0F: 3 clusters Score -2508712 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2514652.250000 Penalty: 3280.208740
	Iteration 1F: 3 clusters Score -2514652 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2515010.750000 Penalty: 3280.208740
	Iteration 2Q: 3 clusters Score -2515011 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2515353.500000 Penalty: 3280.208740
	Iteration 3Q: 3 clusters Score -2515354 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2515778.250000 Penalty: 3280.208740
	Iteration 4Q: 3 clusters Score -2515778 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2516259.750000 Penalty: 3280.208740
	Iteration 5Q: 3 clusters Score -2516260 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2516820.250000 Penalty: 3280.208740
	Iteration 6Q: 3 clusters Score -2516820 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2517465.500000 Penalty: 3280.208740
	Iteration 7F: 3 clusters Score -2517466 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2518136.500000 Penalty: 3280.208740
	Iteration 8F: 3 clusters Score -2518136 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2518718.500000 Penalty: 3280.208740
	Iteration 9Q: 3 clusters Score -2518718 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2519111.000000 Penalty: 3280.208740
	Iteration 10Q: 3 clusters Score -2519111 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2519417.250000 Penalty: 3280.208740
	Iteration 11Q: 3 clusters Score -2519417 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2519661.000000 Penalty: 3280.208740
	Iteration 12Q: 3 clusters Score -2519661 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2519876.250000 Penalty: 3280.208740
	Iteration 13Q: 3 clusters Score -2519876 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2520081.000000 Penalty: 3280.208740
	Iteration 14Q: 3 clusters Score -2520081 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2520274.000000 Penalty: 3280.208740
	Iteration 15Q: 3 clusters Score -2520274 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2520504.750000 Penalty: 3280.208740
	Iteration 16Q: 3 clusters Score -2520505 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2520749.750000 Penalty: 3280.208740
	Iteration 17Q: 3 clusters Score -2520750 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2521006.500000 Penalty: 3280.208740
	Iteration 18Q: 3 clusters Score -2521006 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2521311.250000 Penalty: 3280.208740
	Iteration 19Q: 3 clusters Score -2521311 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2521664.500000 Penalty: 3280.208740
	Iteration 20F: 3 clusters Score -2521664 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2522027.500000 Penalty: 3280.208740
	Iteration 21Q: 3 clusters Score -2522028 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2522347.500000 Penalty: 3280.208740
	Iteration 22Q: 3 clusters Score -2522348 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2522631.750000 Penalty: 3280.208740
	Iteration 23Q: 3 clusters Score -2522632 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2522858.500000 Penalty: 3280.208740
	Iteration 24Q: 3 clusters Score -2522858 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2523031.000000 Penalty: 3280.208740
	Iteration 25Q: 3 clusters Score -2523031 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2523166.250000 Penalty: 3280.208740
	Iteration 26Q: 3 clusters Score -2523166 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2523273.750000 Penalty: 3280.208740
	Iteration 27Q: 3 clusters Score -2523274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2523344.000000 Penalty: 3280.208740
	Iteration 28Q: 3 clusters Score -2523344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2523414.500000 Penalty: 3280.208740
	Iteration 29Q: 3 clusters Score -2523414 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2523467.000000 Penalty: 3280.208740
	Iteration 30Q: 3 clusters Score -2523467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2523515.000000 Penalty: 3280.208740
	Iteration 31Q: 3 clusters Score -2523515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2523550.000000 Penalty: 3280.208740
	Iteration 32Q: 3 clusters Score -2523550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2523574.750000 Penalty: 3280.208740
	Iteration 33Q: 3 clusters Score -2523575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2523595.750000 Penalty: 3280.208740
	Iteration 34Q: 3 clusters Score -2523596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2523614.500000 Penalty: 3280.208740
	Iteration 35Q: 3 clusters Score -2523614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2523632.250000 Penalty: 3280.208740
	Iteration 36Q: 3 clusters Score -2523632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2523634.000000 Penalty: 3280.208740
	Iteration 37Q: 3 clusters Score -2523634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2523637.750000 Penalty: 3280.208740
	Iteration 38Q: 3 clusters Score -2523638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2523639.000000 Penalty: 3280.208740
	Iteration 39Q: 3 clusters Score -2523639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2523644.000000 Penalty: 3280.208740
	Iteration 40F: 3 clusters Score -2523644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2523646.500000 Penalty: 3280.208740
	Iteration 41Q: 3 clusters Score -2523646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2523648.000000 Penalty: 3280.208740
	Iteration 42Q: 3 clusters Score -2523648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2523646.000000 Penalty: 3280.208740
	Iteration 43Q: 3 clusters Score -2523646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2523648.500000 Penalty: 3280.208740
	Iteration 44Q: 3 clusters Score -2523648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2523651.000000 Penalty: 3280.208740
	Iteration 45Q: 3 clusters Score -2523651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2523650.500000 Penalty: 3280.208740
	Iteration 46Q: 3 clusters Score -2523650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2523650.500000 Penalty: 3280.208740
	Iteration 47F: 3 clusters Score -2523650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -676454.125000 Penalty: 1429.675171
	Iteration 0F: 2 clusters Score -676454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -671423.937500 Penalty: 2859.350342
	Iteration 0F: 3 clusters Score -671423.9 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -673123.937500 Penalty: 2859.350342
	Iteration 1F: 3 clusters Score -673123.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -673526.687500 Penalty: 2859.350342
	Iteration 2F: 3 clusters Score -673526.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -673971.437500 Penalty: 2859.350342
	Iteration 3F: 3 clusters Score -673971.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -674561.062500 Penalty: 2859.350342
	Iteration 4F: 3 clusters Score -674561.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -675216.875000 Penalty: 2859.350342
	Iteration 5F: 3 clusters Score -675216.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -675660.312500 Penalty: 2859.350342
	Iteration 6F: 3 clusters Score -675660.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -675870.562500 Penalty: 2859.350342
	Iteration 7Q: 3 clusters Score -675870.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -675970.625000 Penalty: 2859.350342
	Iteration 8Q: 3 clusters Score -675970.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -676026.437500 Penalty: 2859.350342
	Iteration 9Q: 3 clusters Score -676026.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -676057.500000 Penalty: 2859.350342
	Iteration 10Q: 3 clusters Score -676057.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -676077.375000 Penalty: 2859.350342
	Iteration 11Q: 3 clusters Score -676077.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -676097.375000 Penalty: 2859.350342
	Iteration 12Q: 3 clusters Score -676097.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -676110.687500 Penalty: 2859.350342
	Iteration 13Q: 3 clusters Score -676110.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -676122.812500 Penalty: 2859.350342
	Iteration 14Q: 3 clusters Score -676122.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -676135.437500 Penalty: 2859.350342
	Iteration 15Q: 3 clusters Score -676135.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -676144.250000 Penalty: 2859.350342
	Iteration 16Q: 3 clusters Score -676144.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -676157.125000 Penalty: 2859.350342
	Iteration 17Q: 3 clusters Score -676157.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -676171.375000 Penalty: 2859.350342
	Iteration 18Q: 3 clusters Score -676171.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -676193.062500 Penalty: 2859.350342
	Iteration 19Q: 3 clusters Score -676193.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -676223.562500 Penalty: 2859.350342
	Iteration 20F: 3 clusters Score -676223.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -676248.250000 Penalty: 2859.350342
	Iteration 21Q: 3 clusters Score -676248.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -676278.125000 Penalty: 2859.350342
	Iteration 22Q: 3 clusters Score -676278.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -676315.250000 Penalty: 2859.350342
	Iteration 23Q: 3 clusters Score -676315.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -676350.687500 Penalty: 2859.350342
	Iteration 24Q: 3 clusters Score -676350.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -676374.875000 Penalty: 2859.350342
	Iteration 25Q: 3 clusters Score -676374.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -676396.687500 Penalty: 2859.350342
	Iteration 26Q: 3 clusters Score -676396.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -676409.250000 Penalty: 2859.350342
	Iteration 27Q: 3 clusters Score -676409.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -676417.937500 Penalty: 2859.350342
	Iteration 28Q: 3 clusters Score -676417.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -676425.750000 Penalty: 2859.350342
	Iteration 29Q: 3 clusters Score -676425.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -676432.000000 Penalty: 2859.350342
	Iteration 30Q: 3 clusters Score -676432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -676441.187500 Penalty: 2859.350342
	Iteration 31Q: 3 clusters Score -676441.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -676452.812500 Penalty: 2859.350342
	Iteration 32Q: 3 clusters Score -676452.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -676460.000000 Penalty: 2859.350342
	Iteration 33Q: 3 clusters Score -676460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -676467.687500 Penalty: 2859.350342
	Iteration 34Q: 3 clusters Score -676467.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -676473.000000 Penalty: 2859.350342
	Iteration 35Q: 3 clusters Score -676473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -676480.500000 Penalty: 2859.350342
	Iteration 36Q: 3 clusters Score -676480.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -676483.500000 Penalty: 2859.350342
	Iteration 37Q: 3 clusters Score -676483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -676484.375000 Penalty: 2859.350342
	Iteration 38Q: 3 clusters Score -676484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -676485.125000 Penalty: 2859.350342
	Iteration 39Q: 3 clusters Score -676485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -676486.437500 Penalty: 2859.350342
	Iteration 40F: 3 clusters Score -676486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -676486.500000 Penalty: 2859.350342
	Iteration 41Q: 3 clusters Score -676486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -676487.062500 Penalty: 2859.350342
	Iteration 42Q: 3 clusters Score -676487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -676487.062500 Penalty: 2859.350342
	Iteration 43F: 3 clusters Score -676487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 153644 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 130767 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 6419 members 
Mstep: Class 34 contains 4399 members 
Entering Unmasked Estep 
Score: -100901640.000000 Penalty: 76182.656250
Splitting cluster 17 changes total score from -100883496.000000 to -100901640.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (10136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Entering Unmasked Estep 
Score: -1065446.500000 Penalty: 1498.875366
	Iteration 0F: 2 clusters Score -1065446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1058209.375000 Penalty: 2997.750732
	Iteration 0F: 3 clusters Score -1058209 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1060651.250000 Penalty: 2997.750732
	Iteration 1F: 3 clusters Score -1060651 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1060890.750000 Penalty: 2997.750732
	Iteration 2F: 3 clusters Score -1060891 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1061107.625000 Penalty: 2997.750732
	Iteration 3Q: 3 clusters Score -1061108 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1061301.625000 Penalty: 2997.750732
	Iteration 4Q: 3 clusters Score -1061302 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1061472.625000 Penalty: 2997.750732
	Iteration 5Q: 3 clusters Score -1061473 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1061646.875000 Penalty: 2997.750732
	Iteration 6Q: 3 clusters Score -1061647 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1061839.750000 Penalty: 2997.750732
	Iteration 7Q: 3 clusters Score -1061840 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1062051.125000 Penalty: 2997.750732
	Iteration 8Q: 3 clusters Score -1062051 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1062306.125000 Penalty: 2997.750732
	Iteration 9Q: 3 clusters Score -1062306 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1062595.000000 Penalty: 2997.750732
	Iteration 10Q: 3 clusters Score -1062595 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1062871.875000 Penalty: 2997.750732
	Iteration 11Q: 3 clusters Score -1062872 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1063135.875000 Penalty: 2997.750732
	Iteration 12Q: 3 clusters Score -1063136 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1063379.375000 Penalty: 2997.750732
	Iteration 13Q: 3 clusters Score -1063379 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1063591.250000 Penalty: 2997.750732
	Iteration 14Q: 3 clusters Score -1063591 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1063768.750000 Penalty: 2997.750732
	Iteration 15Q: 3 clusters Score -1063769 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1063898.625000 Penalty: 2997.750732
	Iteration 16Q: 3 clusters Score -1063899 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1063990.250000 Penalty: 2997.750732
	Iteration 17Q: 3 clusters Score -1063990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1064031.500000 Penalty: 2997.750732
	Iteration 18Q: 3 clusters Score -1064032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1064066.500000 Penalty: 2997.750732
	Iteration 19Q: 3 clusters Score -1064066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1064092.875000 Penalty: 2997.750732
	Iteration 20F: 3 clusters Score -1064093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1064113.625000 Penalty: 2997.750732
	Iteration 21Q: 3 clusters Score -1064114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1064136.250000 Penalty: 2997.750732
	Iteration 22Q: 3 clusters Score -1064136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1064150.750000 Penalty: 2997.750732
	Iteration 23Q: 3 clusters Score -1064151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1064164.125000 Penalty: 2997.750732
	Iteration 24Q: 3 clusters Score -1064164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1064176.000000 Penalty: 2997.750732
	Iteration 25Q: 3 clusters Score -1064176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1064180.250000 Penalty: 2997.750732
	Iteration 26Q: 3 clusters Score -1064180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1064188.000000 Penalty: 2997.750732
	Iteration 27Q: 3 clusters Score -1064188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1064197.250000 Penalty: 2997.750732
	Iteration 28Q: 3 clusters Score -1064197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1064208.500000 Penalty: 2997.750732
	Iteration 29Q: 3 clusters Score -1064208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1064218.875000 Penalty: 2997.750732
	Iteration 30Q: 3 clusters Score -1064219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1064229.250000 Penalty: 2997.750732
	Iteration 31Q: 3 clusters Score -1064229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1064237.625000 Penalty: 2997.750732
	Iteration 32Q: 3 clusters Score -1064238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1064244.625000 Penalty: 2997.750732
	Iteration 33Q: 3 clusters Score -1064245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1064247.750000 Penalty: 2997.750732
	Iteration 34Q: 3 clusters Score -1064248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1064250.125000 Penalty: 2997.750732
	Iteration 35Q: 3 clusters Score -1064250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1064250.375000 Penalty: 2997.750732
	Iteration 36Q: 3 clusters Score -1064250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1064252.500000 Penalty: 2997.750732
	Iteration 37Q: 3 clusters Score -1064252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1064252.500000 Penalty: 2997.750732
	Iteration 38Q: 3 clusters Score -1064252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1064253.875000 Penalty: 2997.750732
	Iteration 39Q: 3 clusters Score -1064254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1064253.875000 Penalty: 2997.750732
	Iteration 40F: 3 clusters Score -1064254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Entering Unmasked Estep 
Score: -13458321.000000 Penalty: 1914.440552
	Iteration 0F: 2 clusters Score -1.345832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -13370591.000000 Penalty: 3828.881104
	Iteration 0F: 3 clusters Score -1.337059e+07 nChanged 62927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -13409183.000000 Penalty: 3828.881104
	Iteration 1F: 3 clusters Score -1.340918e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -13412356.000000 Penalty: 3828.881104
	Iteration 2Q: 3 clusters Score -1.341236e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -13417838.000000 Penalty: 3828.881104
	Iteration 3F: 3 clusters Score -1.341784e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -13425179.000000 Penalty: 3828.881104
	Iteration 4F: 3 clusters Score -1.342518e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -13433889.000000 Penalty: 3828.881104
	Iteration 5F: 3 clusters Score -1.343389e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -13443482.000000 Penalty: 3828.881104
	Iteration 6F: 3 clusters Score -1.344348e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -13452836.000000 Penalty: 3828.881104
	Iteration 7F: 3 clusters Score -1.345284e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94646 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -13459999.000000 Penalty: 3828.881104
	Iteration 8F: 3 clusters Score -1.346e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92614 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -13464166.000000 Penalty: 3828.881104
	Iteration 9Q: 3 clusters Score -1.346417e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -13466598.000000 Penalty: 3828.881104
	Iteration 10Q: 3 clusters Score -1.34666e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -13468431.000000 Penalty: 3828.881104
	Iteration 11Q: 3 clusters Score -1.346843e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -13469834.000000 Penalty: 3828.881104
	Iteration 12Q: 3 clusters Score -1.346983e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -13471265.000000 Penalty: 3828.881104
	Iteration 13Q: 3 clusters Score -1.347126e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -13472495.000000 Penalty: 3828.881104
	Iteration 14Q: 3 clusters Score -1.34725e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -13473800.000000 Penalty: 3828.881104
	Iteration 15Q: 3 clusters Score -1.34738e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -13475280.000000 Penalty: 3828.881104
	Iteration 16Q: 3 clusters Score -1.347528e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -13476968.000000 Penalty: 3828.881104
	Iteration 17Q: 3 clusters Score -1.347697e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -13478732.000000 Penalty: 3828.881104
	Iteration 18Q: 3 clusters Score -1.347873e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -13480588.000000 Penalty: 3828.881104
	Iteration 19Q: 3 clusters Score -1.348059e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -13482323.000000 Penalty: 3828.881104
	Iteration 20F: 3 clusters Score -1.348232e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -13483939.000000 Penalty: 3828.881104
	Iteration 21Q: 3 clusters Score -1.348394e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -13485149.000000 Penalty: 3828.881104
	Iteration 22Q: 3 clusters Score -1.348515e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -13485931.000000 Penalty: 3828.881104
	Iteration 23Q: 3 clusters Score -1.348593e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -13486507.000000 Penalty: 3828.881104
	Iteration 24Q: 3 clusters Score -1.348651e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -13487043.000000 Penalty: 3828.881104
	Iteration 25Q: 3 clusters Score -1.348704e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -13487421.000000 Penalty: 3828.881104
	Iteration 26Q: 3 clusters Score -1.348742e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -13487689.000000 Penalty: 3828.881104
	Iteration 27Q: 3 clusters Score -1.348769e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -13487788.000000 Penalty: 3828.881104
	Iteration 28Q: 3 clusters Score -1.348779e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -13487887.000000 Penalty: 3828.881104
	Iteration 29Q: 3 clusters Score -1.348789e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -13487917.000000 Penalty: 3828.881104
	Iteration 30Q: 3 clusters Score -1.348792e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -13487948.000000 Penalty: 3828.881104
	Iteration 31Q: 3 clusters Score -1.348795e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -13487994.000000 Penalty: 3828.881104
	Iteration 32Q: 3 clusters Score -1.348799e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -13488026.000000 Penalty: 3828.881104
	Iteration 33Q: 3 clusters Score -1.348803e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -13488048.000000 Penalty: 3828.881104
	Iteration 34Q: 3 clusters Score -1.348805e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -13488060.000000 Penalty: 3828.881104
	Iteration 35Q: 3 clusters Score -1.348806e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
Score: -13488083.000000 Penalty: 3828.881104
	Iteration 36Q: 3 clusters Score -1.348808e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -13488063.000000 Penalty: 3828.881104
	Iteration 37Q: 3 clusters Score -1.348806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -13488058.000000 Penalty: 3828.881104
	Iteration 38Q: 3 clusters Score -1.348806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -13488077.000000 Penalty: 3828.881104
	Iteration 39Q: 3 clusters Score -1.348808e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -13488080.000000 Penalty: 3828.881104
	Iteration 40F: 3 clusters Score -1.348808e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -13488056.000000 Penalty: 3828.881104
	Iteration 41Q: 3 clusters Score -1.348806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -13488059.000000 Penalty: 3828.881104
	Iteration 42Q: 3 clusters Score -1.348806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -13488082.000000 Penalty: 3828.881104
	Iteration 43Q: 3 clusters Score -1.348808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -13488067.000000 Penalty: 3828.881104
	Iteration 44Q: 3 clusters Score -1.348807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -13488074.000000 Penalty: 3828.881104
	Iteration 45Q: 3 clusters Score -1.348807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -13488081.000000 Penalty: 3828.881104
	Iteration 46Q: 3 clusters Score -1.348808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -13488082.000000 Penalty: 3828.881104
	Iteration 47Q: 3 clusters Score -1.348808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -13488077.000000 Penalty: 3828.881104
	Iteration 48Q: 3 clusters Score -1.348808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -13488074.000000 Penalty: 3828.881104
	Iteration 49Q: 3 clusters Score -1.348807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -13488079.000000 Penalty: 3828.881104
	Iteration 50Q: 3 clusters Score -1.348808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -13488087.000000 Penalty: 3828.881104
	Iteration 51Q: 3 clusters Score -1.348809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -13488080.000000 Penalty: 3828.881104
	Iteration 52Q: 3 clusters Score -1.348808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -13488076.000000 Penalty: 3828.881104
	Iteration 53Q: 3 clusters Score -1.348808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -13488078.000000 Penalty: 3828.881104
	Iteration 54Q: 3 clusters Score -1.348808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -13488066.000000 Penalty: 3828.881104
	Iteration 55Q: 3 clusters Score -1.348807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -13488066.000000 Penalty: 3828.881104
	Iteration 56F: 3 clusters Score -1.348807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 153644 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 55329 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 197246 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 6419 members 
Mstep: Class 34 contains 4399 members 
Mstep: Class 35 contains 75438 members 
Entering Unmasked Estep 
Score: -100929040.000000 Penalty: 78423.320312
Splitting cluster 19 changes total score from -100883496.000000 to -100929040.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -784351.250000 Penalty: 1444.355713
	Iteration 0F: 2 clusters Score -784351.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -778974.375000 Penalty: 2888.711426
	Iteration 0F: 3 clusters Score -778974.4 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -780558.125000 Penalty: 2888.711426
	Iteration 1F: 3 clusters Score -780558.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -780767.687500 Penalty: 2888.711426
	Iteration 2F: 3 clusters Score -780767.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -780911.875000 Penalty: 2888.711426
	Iteration 3Q: 3 clusters Score -780911.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -781036.062500 Penalty: 2888.711426
	Iteration 4Q: 3 clusters Score -781036.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -781151.375000 Penalty: 2888.711426
	Iteration 5Q: 3 clusters Score -781151.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -781272.187500 Penalty: 2888.711426
	Iteration 6Q: 3 clusters Score -781272.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -781406.750000 Penalty: 2888.711426
	Iteration 7Q: 3 clusters Score -781406.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -781546.875000 Penalty: 2888.711426
	Iteration 8Q: 3 clusters Score -781546.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -781680.875000 Penalty: 2888.711426
	Iteration 9Q: 3 clusters Score -781680.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -781803.312500 Penalty: 2888.711426
	Iteration 10Q: 3 clusters Score -781803.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -781945.062500 Penalty: 2888.711426
	Iteration 11Q: 3 clusters Score -781945.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -782075.500000 Penalty: 2888.711426
	Iteration 12Q: 3 clusters Score -782075.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -782193.937500 Penalty: 2888.711426
	Iteration 13Q: 3 clusters Score -782193.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -782286.500000 Penalty: 2888.711426
	Iteration 14Q: 3 clusters Score -782286.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -782353.375000 Penalty: 2888.711426
	Iteration 15Q: 3 clusters Score -782353.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -782406.812500 Penalty: 2888.711426
	Iteration 16Q: 3 clusters Score -782406.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -782442.437500 Penalty: 2888.711426
	Iteration 17Q: 3 clusters Score -782442.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -782469.812500 Penalty: 2888.711426
	Iteration 18Q: 3 clusters Score -782469.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -782489.875000 Penalty: 2888.711426
	Iteration 19Q: 3 clusters Score -782489.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -782504.437500 Penalty: 2888.711426
	Iteration 20F: 3 clusters Score -782504.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -782519.812500 Penalty: 2888.711426
	Iteration 21Q: 3 clusters Score -782519.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -782528.875000 Penalty: 2888.711426
	Iteration 22Q: 3 clusters Score -782528.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -782540.312500 Penalty: 2888.711426
	Iteration 23Q: 3 clusters Score -782540.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -782550.625000 Penalty: 2888.711426
	Iteration 24Q: 3 clusters Score -782550.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -782557.750000 Penalty: 2888.711426
	Iteration 25Q: 3 clusters Score -782557.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -782569.937500 Penalty: 2888.711426
	Iteration 26Q: 3 clusters Score -782569.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -782579.187500 Penalty: 2888.711426
	Iteration 27Q: 3 clusters Score -782579.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -782587.125000 Penalty: 2888.711426
	Iteration 28Q: 3 clusters Score -782587.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -782602.000000 Penalty: 2888.711426
	Iteration 29Q: 3 clusters Score -782602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -782614.937500 Penalty: 2888.711426
	Iteration 30Q: 3 clusters Score -782614.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -782628.437500 Penalty: 2888.711426
	Iteration 31Q: 3 clusters Score -782628.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -782643.562500 Penalty: 2888.711426
	Iteration 32Q: 3 clusters Score -782643.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -782660.750000 Penalty: 2888.711426
	Iteration 33Q: 3 clusters Score -782660.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -782673.312500 Penalty: 2888.711426
	Iteration 34Q: 3 clusters Score -782673.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -782684.437500 Penalty: 2888.711426
	Iteration 35Q: 3 clusters Score -782684.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -782693.000000 Penalty: 2888.711426
	Iteration 36Q: 3 clusters Score -782693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -782703.687500 Penalty: 2888.711426
	Iteration 37Q: 3 clusters Score -782703.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -782710.312500 Penalty: 2888.711426
	Iteration 38Q: 3 clusters Score -782710.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -782714.125000 Penalty: 2888.711426
	Iteration 39Q: 3 clusters Score -782714.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -782719.125000 Penalty: 2888.711426
	Iteration 40F: 3 clusters Score -782719.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -782726.250000 Penalty: 2888.711426
	Iteration 41Q: 3 clusters Score -782726.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -782729.875000 Penalty: 2888.711426
	Iteration 42Q: 3 clusters Score -782729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -782733.375000 Penalty: 2888.711426
	Iteration 43Q: 3 clusters Score -782733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -782736.562500 Penalty: 2888.711426
	Iteration 44Q: 3 clusters Score -782736.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -782739.312500 Penalty: 2888.711426
	Iteration 45Q: 3 clusters Score -782739.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -782741.250000 Penalty: 2888.711426
	Iteration 46Q: 3 clusters Score -782741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -782742.937500 Penalty: 2888.711426
	Iteration 47Q: 3 clusters Score -782742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -782746.312500 Penalty: 2888.711426
	Iteration 48Q: 3 clusters Score -782746.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -782747.875000 Penalty: 2888.711426
	Iteration 49Q: 3 clusters Score -782747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -782748.062500 Penalty: 2888.711426
	Iteration 50Q: 3 clusters Score -782748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -782748.937500 Penalty: 2888.711426
	Iteration 51Q: 3 clusters Score -782748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -782750.812500 Penalty: 2888.711426
	Iteration 52Q: 3 clusters Score -782750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -782752.812500 Penalty: 2888.711426
	Iteration 53Q: 3 clusters Score -782752.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -782755.937500 Penalty: 2888.711426
	Iteration 54Q: 3 clusters Score -782755.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -782760.875000 Penalty: 2888.711426
	Iteration 55Q: 3 clusters Score -782760.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -782766.562500 Penalty: 2888.711426
	Iteration 56Q: 3 clusters Score -782766.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -782771.875000 Penalty: 2888.711426
	Iteration 57Q: 3 clusters Score -782771.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -782779.812500 Penalty: 2888.711426
	Iteration 58Q: 3 clusters Score -782779.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -782785.000000 Penalty: 2888.711426
	Iteration 59Q: 3 clusters Score -782785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -782793.375000 Penalty: 2888.711426
	Iteration 60F: 3 clusters Score -782793.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -782799.250000 Penalty: 2888.711426
	Iteration 61Q: 3 clusters Score -782799.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -782805.500000 Penalty: 2888.711426
	Iteration 62Q: 3 clusters Score -782805.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -782811.250000 Penalty: 2888.711426
	Iteration 63Q: 3 clusters Score -782811.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -782814.250000 Penalty: 2888.711426
	Iteration 64Q: 3 clusters Score -782814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -782815.562500 Penalty: 2888.711426
	Iteration 65Q: 3 clusters Score -782815.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -782817.875000 Penalty: 2888.711426
	Iteration 66Q: 3 clusters Score -782817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -782820.500000 Penalty: 2888.711426
	Iteration 67Q: 3 clusters Score -782820.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -782824.687500 Penalty: 2888.711426
	Iteration 68Q: 3 clusters Score -782824.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -782825.812500 Penalty: 2888.711426
	Iteration 69Q: 3 clusters Score -782825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -782827.062500 Penalty: 2888.711426
	Iteration 70Q: 3 clusters Score -782827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -782828.562500 Penalty: 2888.711426
	Iteration 71Q: 3 clusters Score -782828.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -782831.000000 Penalty: 2888.711426
	Iteration 72Q: 3 clusters Score -782831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -782834.437500 Penalty: 2888.711426
	Iteration 73Q: 3 clusters Score -782834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -782834.875000 Penalty: 2888.711426
	Iteration 74Q: 3 clusters Score -782834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -782836.125000 Penalty: 2888.711426
	Iteration 75Q: 3 clusters Score -782836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -782835.937500 Penalty: 2888.711426
	Iteration 76Q: 3 clusters Score -782835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -782839.500000 Penalty: 2888.711426
	Iteration 77Q: 3 clusters Score -782839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -782839.875000 Penalty: 2888.711426
	Iteration 78Q: 3 clusters Score -782839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -782840.312500 Penalty: 2888.711426
	Iteration 79Q: 3 clusters Score -782840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -782840.312500 Penalty: 2888.711426
	Iteration 80F: 3 clusters Score -782840.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -782845.250000 Penalty: 2888.711426
	Iteration 81Q: 3 clusters Score -782845.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -782845.375000 Penalty: 2888.711426
	Iteration 82Q: 3 clusters Score -782845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -782846.562500 Penalty: 2888.711426
	Iteration 83Q: 3 clusters Score -782846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -782848.625000 Penalty: 2888.711426
	Iteration 84Q: 3 clusters Score -782848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -782849.625000 Penalty: 2888.711426
	Iteration 85Q: 3 clusters Score -782849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -782853.000000 Penalty: 2888.711426
	Iteration 86Q: 3 clusters Score -782853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -782853.937500 Penalty: 2888.711426
	Iteration 87Q: 3 clusters Score -782853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -782857.250000 Penalty: 2888.711426
	Iteration 88Q: 3 clusters Score -782857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -782858.812500 Penalty: 2888.711426
	Iteration 89Q: 3 clusters Score -782858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -782857.625000 Penalty: 2888.711426
	Iteration 90Q: 3 clusters Score -782857.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -782860.250000 Penalty: 2888.711426
	Iteration 91Q: 3 clusters Score -782860.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -782861.187500 Penalty: 2888.711426
	Iteration 92Q: 3 clusters Score -782861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -782863.000000 Penalty: 2888.711426
	Iteration 93Q: 3 clusters Score -782863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -782866.250000 Penalty: 2888.711426
	Iteration 94Q: 3 clusters Score -782866.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -782868.937500 Penalty: 2888.711426
	Iteration 95Q: 3 clusters Score -782868.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -782872.125000 Penalty: 2888.711426
	Iteration 96Q: 3 clusters Score -782872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -782873.187500 Penalty: 2888.711426
	Iteration 97Q: 3 clusters Score -782873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -782871.062500 Penalty: 2888.711426
	Iteration 98Q: 3 clusters Score -782871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -782873.125000 Penalty: 2888.711426
	Iteration 99Q: 3 clusters Score -782873.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -782875.312500 Penalty: 2888.711426
	Iteration 100F: 3 clusters Score -782875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -782875.187500 Penalty: 2888.711426
	Iteration 101Q: 3 clusters Score -782875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -782874.687500 Penalty: 2888.711426
	Iteration 102Q: 3 clusters Score -782874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -782875.812500 Penalty: 2888.711426
	Iteration 103Q: 3 clusters Score -782875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -782876.125000 Penalty: 2888.711426
	Iteration 104Q: 3 clusters Score -782876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -782876.312500 Penalty: 2888.711426
	Iteration 105Q: 3 clusters Score -782876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -782877.312500 Penalty: 2888.711426
	Iteration 106Q: 3 clusters Score -782877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -782877.937500 Penalty: 2888.711426
	Iteration 107Q: 3 clusters Score -782877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -782877.937500 Penalty: 2888.711426
	Iteration 108F: 3 clusters Score -782877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (197246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197246 members 
Entering Unmasked Estep 
Score: -21319738.000000 Penalty: 1981.233643
	Iteration 0F: 2 clusters Score -2.131974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -21235390.000000 Penalty: 3962.467285
	Iteration 0F: 3 clusters Score -2.123539e+07 nChanged 95979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 93323 members 
Entering Unmasked Estep 
Score: -21292538.000000 Penalty: 3962.467285
	Iteration 1F: 3 clusters Score -2.129254e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -21293832.000000 Penalty: 3962.467285
	Iteration 2Q: 3 clusters Score -2.129383e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111626 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -21295736.000000 Penalty: 3962.467285
	Iteration 3Q: 3 clusters Score -2.129574e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -21298908.000000 Penalty: 3962.467285
	Iteration 4Q: 3 clusters Score -2.129891e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -21304578.000000 Penalty: 3962.467285
	Iteration 5F: 3 clusters Score -2.130458e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -21312662.000000 Penalty: 3962.467285
	Iteration 6F: 3 clusters Score -2.131266e+07 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130422 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -21321460.000000 Penalty: 3962.467285
	Iteration 7F: 3 clusters Score -2.132146e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -21326474.000000 Penalty: 3962.467285
	Iteration 8F: 3 clusters Score -2.132647e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126067 members 
Mstep: Class 2 contains 71179 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 3962.467285
	Iteration 9Q: 3 clusters Score -2.132767e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123168 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -21327750.000000 Penalty: 3962.467285
	Iteration 10Q: 3 clusters Score -2.132775e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -21327678.000000 Penalty: 3962.467285
	Iteration 11Q: 3 clusters Score -2.132768e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116857 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -21327854.000000 Penalty: 3962.467285
	Iteration 12Q: 3 clusters Score -2.132785e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113335 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -21328194.000000 Penalty: 3962.467285
	Iteration 13Q: 3 clusters Score -2.132819e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -21328706.000000 Penalty: 3962.467285
	Iteration 14Q: 3 clusters Score -2.132871e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -21329116.000000 Penalty: 3962.467285
	Iteration 15Q: 3 clusters Score -2.132912e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -21329994.000000 Penalty: 3962.467285
	Iteration 16Q: 3 clusters Score -2.132999e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -21330460.000000 Penalty: 3962.467285
	Iteration 17Q: 3 clusters Score -2.133046e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -21331082.000000 Penalty: 3962.467285
	Iteration 18Q: 3 clusters Score -2.133108e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85769 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -21331356.000000 Penalty: 3962.467285
	Iteration 19Q: 3 clusters Score -2.133136e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 116768 members 
Entering Unmasked Estep 
Score: -21331868.000000 Penalty: 3962.467285
	Iteration 20F: 3 clusters Score -2.133187e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 122993 members 
Entering Unmasked Estep 
Score: -21332612.000000 Penalty: 3962.467285
	Iteration 21Q: 3 clusters Score -2.133261e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -21333732.000000 Penalty: 3962.467285
	Iteration 22Q: 3 clusters Score -2.133373e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 136916 members 
Entering Unmasked Estep 
Score: -21335132.000000 Penalty: 3962.467285
	Iteration 23Q: 3 clusters Score -2.133513e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 144232 members 
Entering Unmasked Estep 
Score: -21336702.000000 Penalty: 3962.467285
	Iteration 24Q: 3 clusters Score -2.13367e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -21338304.000000 Penalty: 3962.467285
	Iteration 25Q: 3 clusters Score -2.13383e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -21339516.000000 Penalty: 3962.467285
	Iteration 26Q: 3 clusters Score -2.133952e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 164152 members 
Entering Unmasked Estep 
Score: -21340584.000000 Penalty: 3962.467285
	Iteration 27Q: 3 clusters Score -2.134058e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -21340918.000000 Penalty: 3962.467285
	Iteration 28Q: 3 clusters Score -2.134092e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 173325 members 
Entering Unmasked Estep 
Score: -21339816.000000 Penalty: 3962.467285
	Iteration 29Q: 3 clusters Score -2.133982e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 176742 members 
Entering Unmasked Estep 
Score: -21337788.000000 Penalty: 3962.467285
	Iteration 30Q: 3 clusters Score -2.133779e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 179427 members 
Entering Unmasked Estep 
Score: -21335414.000000 Penalty: 3962.467285
	Iteration 31Q: 3 clusters Score -2.133541e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 181527 members 
Entering Unmasked Estep 
Score: -21333336.000000 Penalty: 3962.467285
	Iteration 32Q: 3 clusters Score -2.133334e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 183205 members 
Entering Unmasked Estep 
Score: -21331758.000000 Penalty: 3962.467285
	Iteration 33Q: 3 clusters Score -2.133176e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 184532 members 
Entering Unmasked Estep 
Score: -21330274.000000 Penalty: 3962.467285
	Iteration 34Q: 3 clusters Score -2.133027e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 185662 members 
Entering Unmasked Estep 
Score: -21329166.000000 Penalty: 3962.467285
	Iteration 35Q: 3 clusters Score -2.132917e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 186638 members 
Entering Unmasked Estep 
Score: -21328132.000000 Penalty: 3962.467285
	Iteration 36Q: 3 clusters Score -2.132813e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 187503 members 
Entering Unmasked Estep 
Score: -21327342.000000 Penalty: 3962.467285
	Iteration 37Q: 3 clusters Score -2.132734e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 188236 members 
Entering Unmasked Estep 
Score: -21326620.000000 Penalty: 3962.467285
	Iteration 38Q: 3 clusters Score -2.132662e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 188868 members 
Entering Unmasked Estep 
Score: -21326042.000000 Penalty: 3962.467285
	Iteration 39Q: 3 clusters Score -2.132604e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 189440 members 
Entering Unmasked Estep 
Score: -21326126.000000 Penalty: 3962.467285
	Iteration 40F: 3 clusters Score -2.132613e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 190376 members 
Entering Unmasked Estep 
Score: -21325024.000000 Penalty: 3962.467285
	Iteration 41Q: 3 clusters Score -2.132502e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 191205 members 
Entering Unmasked Estep 
Score: -21324028.000000 Penalty: 3962.467285
	Iteration 42Q: 3 clusters Score -2.132403e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 191852 members 
Entering Unmasked Estep 
Score: -21323252.000000 Penalty: 3962.467285
	Iteration 43Q: 3 clusters Score -2.132325e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 192384 members 
Entering Unmasked Estep 
Score: -21322784.000000 Penalty: 3962.467285
	Iteration 44Q: 3 clusters Score -2.132278e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 192838 members 
Entering Unmasked Estep 
Score: -21322406.000000 Penalty: 3962.467285
	Iteration 45Q: 3 clusters Score -2.132241e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
Score: -21321952.000000 Penalty: 3962.467285
	Iteration 46Q: 3 clusters Score -2.132195e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 193564 members 
Entering Unmasked Estep 
Score: -21321800.000000 Penalty: 3962.467285
	Iteration 47Q: 3 clusters Score -2.13218e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 193853 members 
Entering Unmasked Estep 
Score: -21321634.000000 Penalty: 3962.467285
	Iteration 48Q: 3 clusters Score -2.132163e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 194110 members 
Entering Unmasked Estep 
Score: -21321434.000000 Penalty: 3962.467285
	Iteration 49Q: 3 clusters Score -2.132143e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 194306 members 
Entering Unmasked Estep 
Score: -21321332.000000 Penalty: 3962.467285
	Iteration 50Q: 3 clusters Score -2.132133e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 194468 members 
Entering Unmasked Estep 
Score: -21321236.000000 Penalty: 3962.467285
	Iteration 51Q: 3 clusters Score -2.132124e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 194586 members 
Entering Unmasked Estep 
Score: -21321246.000000 Penalty: 3962.467285
	Iteration 52Q: 3 clusters Score -2.132125e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 194692 members 
Entering Unmasked Estep 
Score: -21321216.000000 Penalty: 3962.467285
	Iteration 53Q: 3 clusters Score -2.132122e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 194787 members 
Entering Unmasked Estep 
Score: -21321200.000000 Penalty: 3962.467285
	Iteration 54Q: 3 clusters Score -2.13212e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 194876 members 
Entering Unmasked Estep 
Score: -21321174.000000 Penalty: 3962.467285
	Iteration 55Q: 3 clusters Score -2.132117e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 194944 members 
Entering Unmasked Estep 
Score: -21321156.000000 Penalty: 3962.467285
	Iteration 56Q: 3 clusters Score -2.132116e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 195018 members 
Entering Unmasked Estep 
Score: -21321138.000000 Penalty: 3962.467285
	Iteration 57Q: 3 clusters Score -2.132114e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 195068 members 
Entering Unmasked Estep 
Score: -21321102.000000 Penalty: 3962.467285
	Iteration 58Q: 3 clusters Score -2.13211e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 195102 members 
Entering Unmasked Estep 
Score: -21321116.000000 Penalty: 3962.467285
	Iteration 59Q: 3 clusters Score -2.132112e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 195152 members 
Entering Unmasked Estep 
Score: -21321084.000000 Penalty: 3962.467285
	Iteration 60F: 3 clusters Score -2.132108e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 195183 members 
Entering Unmasked Estep 
Score: -21321070.000000 Penalty: 3962.467285
	Iteration 61Q: 3 clusters Score -2.132107e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 195215 members 
Entering Unmasked Estep 
Score: -21321060.000000 Penalty: 3962.467285
	Iteration 62Q: 3 clusters Score -2.132106e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 195228 members 
Entering Unmasked Estep 
Score: -21321056.000000 Penalty: 3962.467285
	Iteration 63Q: 3 clusters Score -2.132106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 195246 members 
Entering Unmasked Estep 
Score: -21321082.000000 Penalty: 3962.467285
	Iteration 64Q: 3 clusters Score -2.132108e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 195271 members 
Entering Unmasked Estep 
Score: -21321098.000000 Penalty: 3962.467285
	Iteration 65Q: 3 clusters Score -2.13211e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 195292 members 
Entering Unmasked Estep 
Score: -21321094.000000 Penalty: 3962.467285
	Iteration 66Q: 3 clusters Score -2.132109e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 195312 members 
Entering Unmasked Estep 
Score: -21321120.000000 Penalty: 3962.467285
	Iteration 67Q: 3 clusters Score -2.132112e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 195330 members 
Entering Unmasked Estep 
Score: -21321130.000000 Penalty: 3962.467285
	Iteration 68Q: 3 clusters Score -2.132113e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -21321120.000000 Penalty: 3962.467285
	Iteration 69Q: 3 clusters Score -2.132112e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -21321122.000000 Penalty: 3962.467285
	Iteration 70Q: 3 clusters Score -2.132112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 195331 members 
Entering Unmasked Estep 
Score: -21321130.000000 Penalty: 3962.467285
	Iteration 71Q: 3 clusters Score -2.132113e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 195322 members 
Entering Unmasked Estep 
Score: -21321184.000000 Penalty: 3962.467285
	Iteration 72Q: 3 clusters Score -2.132118e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 195325 members 
Entering Unmasked Estep 
Score: -21321184.000000 Penalty: 3962.467285
	Iteration 73Q: 3 clusters Score -2.132118e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 195345 members 
Entering Unmasked Estep 
Score: -21321180.000000 Penalty: 3962.467285
	Iteration 74Q: 3 clusters Score -2.132118e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 195366 members 
Entering Unmasked Estep 
Score: -21321184.000000 Penalty: 3962.467285
	Iteration 75Q: 3 clusters Score -2.132118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 195379 members 
Entering Unmasked Estep 
Score: -21321152.000000 Penalty: 3962.467285
	Iteration 76Q: 3 clusters Score -2.132115e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 195386 members 
Entering Unmasked Estep 
Score: -21321178.000000 Penalty: 3962.467285
	Iteration 77Q: 3 clusters Score -2.132118e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 195394 members 
Entering Unmasked Estep 
Score: -21321186.000000 Penalty: 3962.467285
	Iteration 78Q: 3 clusters Score -2.132119e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 195397 members 
Entering Unmasked Estep 
Score: -21321198.000000 Penalty: 3962.467285
	Iteration 79Q: 3 clusters Score -2.13212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 195389 members 
Entering Unmasked Estep 
Score: -21321248.000000 Penalty: 3962.467285
	Iteration 80F: 3 clusters Score -2.132125e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 195386 members 
Entering Unmasked Estep 
Score: -21321220.000000 Penalty: 3962.467285
	Iteration 81Q: 3 clusters Score -2.132122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 195390 members 
Entering Unmasked Estep 
Score: -21321212.000000 Penalty: 3962.467285
	Iteration 82Q: 3 clusters Score -2.132121e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -21321202.000000 Penalty: 3962.467285
	Iteration 83Q: 3 clusters Score -2.13212e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 195379 members 
Entering Unmasked Estep 
Score: -21321230.000000 Penalty: 3962.467285
	Iteration 84Q: 3 clusters Score -2.132123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 195374 members 
Entering Unmasked Estep 
Score: -21321256.000000 Penalty: 3962.467285
	Iteration 85Q: 3 clusters Score -2.132126e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 195366 members 
Entering Unmasked Estep 
Score: -21321272.000000 Penalty: 3962.467285
	Iteration 86Q: 3 clusters Score -2.132127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 195360 members 
Entering Unmasked Estep 
Score: -21321272.000000 Penalty: 3962.467285
	Iteration 87Q: 3 clusters Score -2.132127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 195353 members 
Entering Unmasked Estep 
Score: -21321304.000000 Penalty: 3962.467285
	Iteration 88Q: 3 clusters Score -2.13213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 195348 members 
Entering Unmasked Estep 
Score: -21321350.000000 Penalty: 3962.467285
	Iteration 89Q: 3 clusters Score -2.132135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 195338 members 
Entering Unmasked Estep 
Score: -21321396.000000 Penalty: 3962.467285
	Iteration 90Q: 3 clusters Score -2.13214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 195321 members 
Entering Unmasked Estep 
Score: -21321438.000000 Penalty: 3962.467285
	Iteration 91Q: 3 clusters Score -2.132144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 195308 members 
Entering Unmasked Estep 
Score: -21321442.000000 Penalty: 3962.467285
	Iteration 92Q: 3 clusters Score -2.132144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 195290 members 
Entering Unmasked Estep 
Score: -21321510.000000 Penalty: 3962.467285
	Iteration 93Q: 3 clusters Score -2.132151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 195276 members 
Entering Unmasked Estep 
Score: -21321546.000000 Penalty: 3962.467285
	Iteration 94Q: 3 clusters Score -2.132155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 195257 members 
Entering Unmasked Estep 
Score: -21321570.000000 Penalty: 3962.467285
	Iteration 95Q: 3 clusters Score -2.132157e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 195252 members 
Entering Unmasked Estep 
Score: -21321588.000000 Penalty: 3962.467285
	Iteration 96Q: 3 clusters Score -2.132159e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 195240 members 
Entering Unmasked Estep 
Score: -21321600.000000 Penalty: 3962.467285
	Iteration 97Q: 3 clusters Score -2.13216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 195224 members 
Entering Unmasked Estep 
Score: -21321638.000000 Penalty: 3962.467285
	Iteration 98Q: 3 clusters Score -2.132164e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -21321658.000000 Penalty: 3962.467285
	Iteration 99Q: 3 clusters Score -2.132166e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 195192 members 
Entering Unmasked Estep 
Score: -21321686.000000 Penalty: 3962.467285
	Iteration 100F: 3 clusters Score -2.132169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 195183 members 
Entering Unmasked Estep 
Score: -21321704.000000 Penalty: 3962.467285
	Iteration 101Q: 3 clusters Score -2.13217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 195168 members 
Entering Unmasked Estep 
Score: -21321750.000000 Penalty: 3962.467285
	Iteration 102Q: 3 clusters Score -2.132175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 195148 members 
Entering Unmasked Estep 
Score: -21321778.000000 Penalty: 3962.467285
	Iteration 103Q: 3 clusters Score -2.132178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 195127 members 
Entering Unmasked Estep 
Score: -21321790.000000 Penalty: 3962.467285
	Iteration 104Q: 3 clusters Score -2.132179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 195107 members 
Entering Unmasked Estep 
Score: -21321820.000000 Penalty: 3962.467285
	Iteration 105Q: 3 clusters Score -2.132182e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 195095 members 
Entering Unmasked Estep 
Score: -21321840.000000 Penalty: 3962.467285
	Iteration 106Q: 3 clusters Score -2.132184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
Score: -21321844.000000 Penalty: 3962.467285
	Iteration 107Q: 3 clusters Score -2.132184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 195083 members 
Entering Unmasked Estep 
Score: -21321854.000000 Penalty: 3962.467285
	Iteration 108Q: 3 clusters Score -2.132185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 195085 members 
Entering Unmasked Estep 
Score: -21321880.000000 Penalty: 3962.467285
	Iteration 109Q: 3 clusters Score -2.132188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 195084 members 
Entering Unmasked Estep 
Score: -21321874.000000 Penalty: 3962.467285
	Iteration 110Q: 3 clusters Score -2.132187e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -21321908.000000 Penalty: 3962.467285
	Iteration 111Q: 3 clusters Score -2.132191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 195078 members 
Entering Unmasked Estep 
Score: -21321926.000000 Penalty: 3962.467285
	Iteration 112Q: 3 clusters Score -2.132193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -21321950.000000 Penalty: 3962.467285
	Iteration 113Q: 3 clusters Score -2.132195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 195064 members 
Entering Unmasked Estep 
Score: -21321952.000000 Penalty: 3962.467285
	Iteration 114Q: 3 clusters Score -2.132195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 195058 members 
Entering Unmasked Estep 
Score: -21321968.000000 Penalty: 3962.467285
	Iteration 115Q: 3 clusters Score -2.132197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -21321984.000000 Penalty: 3962.467285
	Iteration 116Q: 3 clusters Score -2.132198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 195034 members 
Entering Unmasked Estep 
Score: -21322032.000000 Penalty: 3962.467285
	Iteration 117Q: 3 clusters Score -2.132203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -21322040.000000 Penalty: 3962.467285
	Iteration 118Q: 3 clusters Score -2.132204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -21322056.000000 Penalty: 3962.467285
	Iteration 119Q: 3 clusters Score -2.132206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -21322074.000000 Penalty: 3962.467285
	Iteration 120F: 3 clusters Score -2.132207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -21322078.000000 Penalty: 3962.467285
	Iteration 121Q: 3 clusters Score -2.132208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -21322076.000000 Penalty: 3962.467285
	Iteration 122Q: 3 clusters Score -2.132208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 195020 members 
Entering Unmasked Estep 
Score: -21322076.000000 Penalty: 3962.467285
	Iteration 123Q: 3 clusters Score -2.132208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 195016 members 
Entering Unmasked Estep 
Score: -21322102.000000 Penalty: 3962.467285
	Iteration 124Q: 3 clusters Score -2.13221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 195017 members 
Entering Unmasked Estep 
Score: -21322084.000000 Penalty: 3962.467285
	Iteration 125Q: 3 clusters Score -2.132208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 195018 members 
Entering Unmasked Estep 
Score: -21322086.000000 Penalty: 3962.467285
	Iteration 126Q: 3 clusters Score -2.132209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 195017 members 
Entering Unmasked Estep 
Score: -21322088.000000 Penalty: 3962.467285
	Iteration 127Q: 3 clusters Score -2.132209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 195015 members 
Entering Unmasked Estep 
Score: -21322098.000000 Penalty: 3962.467285
	Iteration 128Q: 3 clusters Score -2.13221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -21322122.000000 Penalty: 3962.467285
	Iteration 129Q: 3 clusters Score -2.132212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 195006 members 
Entering Unmasked Estep 
Score: -21322092.000000 Penalty: 3962.467285
	Iteration 130Q: 3 clusters Score -2.132209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 195003 members 
Entering Unmasked Estep 
Score: -21322118.000000 Penalty: 3962.467285
	Iteration 131Q: 3 clusters Score -2.132212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -21322124.000000 Penalty: 3962.467285
	Iteration 132Q: 3 clusters Score -2.132212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 194995 members 
Entering Unmasked Estep 
Score: -21322132.000000 Penalty: 3962.467285
	Iteration 133Q: 3 clusters Score -2.132213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 194991 members 
Entering Unmasked Estep 
Score: -21322124.000000 Penalty: 3962.467285
	Iteration 134Q: 3 clusters Score -2.132212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 194984 members 
Entering Unmasked Estep 
Score: -21322126.000000 Penalty: 3962.467285
	Iteration 135Q: 3 clusters Score -2.132213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 194983 members 
Entering Unmasked Estep 
Score: -21322134.000000 Penalty: 3962.467285
	Iteration 136Q: 3 clusters Score -2.132213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 194983 members 
Entering Unmasked Estep 
Score: -21322134.000000 Penalty: 3962.467285
	Iteration 137F: 3 clusters Score -2.132213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 153644 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 55329 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 6419 members 
Mstep: Class 34 contains 4399 members 
Mstep: Class 35 contains 75438 members 
Mstep: Class 36 contains 194983 members 
Entering Unmasked Estep 
Score: -100931144.000000 Penalty: 80663.984375
Splitting cluster 21 changes total score from -100883496.000000 to -100931144.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -718524.000000 Penalty: 1440.842529
	Iteration 0F: 2 clusters Score -718524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -713259.187500 Penalty: 2881.685059
	Iteration 0F: 3 clusters Score -713259.2 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -714965.750000 Penalty: 2881.685059
	Iteration 1F: 3 clusters Score -714965.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -715221.312500 Penalty: 2881.685059
	Iteration 2F: 3 clusters Score -715221.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -715452.250000 Penalty: 2881.685059
	Iteration 3F: 3 clusters Score -715452.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -715686.562500 Penalty: 2881.685059
	Iteration 4F: 3 clusters Score -715686.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -715949.000000 Penalty: 2881.685059
	Iteration 5F: 3 clusters Score -715949 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -716192.625000 Penalty: 2881.685059
	Iteration 6F: 3 clusters Score -716192.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -716403.375000 Penalty: 2881.685059
	Iteration 7Q: 3 clusters Score -716403.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -716579.187500 Penalty: 2881.685059
	Iteration 8Q: 3 clusters Score -716579.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -716749.500000 Penalty: 2881.685059
	Iteration 9Q: 3 clusters Score -716749.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -716881.250000 Penalty: 2881.685059
	Iteration 10Q: 3 clusters Score -716881.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -716965.875000 Penalty: 2881.685059
	Iteration 11Q: 3 clusters Score -716965.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -717040.562500 Penalty: 2881.685059
	Iteration 12Q: 3 clusters Score -717040.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -717111.125000 Penalty: 2881.685059
	Iteration 13Q: 3 clusters Score -717111.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -717176.062500 Penalty: 2881.685059
	Iteration 14Q: 3 clusters Score -717176.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -717227.375000 Penalty: 2881.685059
	Iteration 15Q: 3 clusters Score -717227.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -717281.250000 Penalty: 2881.685059
	Iteration 16Q: 3 clusters Score -717281.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -717323.875000 Penalty: 2881.685059
	Iteration 17Q: 3 clusters Score -717323.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -717362.187500 Penalty: 2881.685059
	Iteration 18Q: 3 clusters Score -717362.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -717397.437500 Penalty: 2881.685059
	Iteration 19Q: 3 clusters Score -717397.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -717425.500000 Penalty: 2881.685059
	Iteration 20F: 3 clusters Score -717425.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -717467.750000 Penalty: 2881.685059
	Iteration 21Q: 3 clusters Score -717467.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -717507.250000 Penalty: 2881.685059
	Iteration 22Q: 3 clusters Score -717507.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -717535.812500 Penalty: 2881.685059
	Iteration 23Q: 3 clusters Score -717535.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -717550.500000 Penalty: 2881.685059
	Iteration 24Q: 3 clusters Score -717550.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -717557.187500 Penalty: 2881.685059
	Iteration 25Q: 3 clusters Score -717557.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -717566.000000 Penalty: 2881.685059
	Iteration 26Q: 3 clusters Score -717566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -717569.062500 Penalty: 2881.685059
	Iteration 27Q: 3 clusters Score -717569.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -717574.062500 Penalty: 2881.685059
	Iteration 28Q: 3 clusters Score -717574.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -717576.500000 Penalty: 2881.685059
	Iteration 29Q: 3 clusters Score -717576.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -717579.687500 Penalty: 2881.685059
	Iteration 30Q: 3 clusters Score -717579.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -717582.437500 Penalty: 2881.685059
	Iteration 31Q: 3 clusters Score -717582.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -717584.125000 Penalty: 2881.685059
	Iteration 32Q: 3 clusters Score -717584.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -717587.000000 Penalty: 2881.685059
	Iteration 33Q: 3 clusters Score -717587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -717589.375000 Penalty: 2881.685059
	Iteration 34Q: 3 clusters Score -717589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -717590.187500 Penalty: 2881.685059
	Iteration 35Q: 3 clusters Score -717590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -717592.625000 Penalty: 2881.685059
	Iteration 36Q: 3 clusters Score -717592.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -717593.625000 Penalty: 2881.685059
	Iteration 37Q: 3 clusters Score -717593.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -717596.375000 Penalty: 2881.685059
	Iteration 38Q: 3 clusters Score -717596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -717601.062500 Penalty: 2881.685059
	Iteration 39Q: 3 clusters Score -717601.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -717609.312500 Penalty: 2881.685059
	Iteration 40F: 3 clusters Score -717609.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -717613.250000 Penalty: 2881.685059
	Iteration 41Q: 3 clusters Score -717613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -717618.125000 Penalty: 2881.685059
	Iteration 42Q: 3 clusters Score -717618.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -717625.187500 Penalty: 2881.685059
	Iteration 43Q: 3 clusters Score -717625.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -717630.437500 Penalty: 2881.685059
	Iteration 44Q: 3 clusters Score -717630.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -717639.312500 Penalty: 2881.685059
	Iteration 45Q: 3 clusters Score -717639.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -717651.500000 Penalty: 2881.685059
	Iteration 46Q: 3 clusters Score -717651.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -717661.125000 Penalty: 2881.685059
	Iteration 47Q: 3 clusters Score -717661.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -717676.562500 Penalty: 2881.685059
	Iteration 48Q: 3 clusters Score -717676.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -717686.000000 Penalty: 2881.685059
	Iteration 49Q: 3 clusters Score -717686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -717696.375000 Penalty: 2881.685059
	Iteration 50Q: 3 clusters Score -717696.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -717706.000000 Penalty: 2881.685059
	Iteration 51Q: 3 clusters Score -717706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -717719.750000 Penalty: 2881.685059
	Iteration 52Q: 3 clusters Score -717719.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -717735.937500 Penalty: 2881.685059
	Iteration 53Q: 3 clusters Score -717735.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -717759.250000 Penalty: 2881.685059
	Iteration 54Q: 3 clusters Score -717759.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -717780.000000 Penalty: 2881.685059
	Iteration 55Q: 3 clusters Score -717780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -717801.250000 Penalty: 2881.685059
	Iteration 56Q: 3 clusters Score -717801.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -717819.937500 Penalty: 2881.685059
	Iteration 57Q: 3 clusters Score -717819.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -717837.875000 Penalty: 2881.685059
	Iteration 58Q: 3 clusters Score -717837.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -717852.187500 Penalty: 2881.685059
	Iteration 59Q: 3 clusters Score -717852.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -717868.562500 Penalty: 2881.685059
	Iteration 60F: 3 clusters Score -717868.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -717884.187500 Penalty: 2881.685059
	Iteration 61Q: 3 clusters Score -717884.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -717904.875000 Penalty: 2881.685059
	Iteration 62Q: 3 clusters Score -717904.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -717922.750000 Penalty: 2881.685059
	Iteration 63Q: 3 clusters Score -717922.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -717963.062500 Penalty: 2881.685059
	Iteration 64Q: 3 clusters Score -717963.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -718013.875000 Penalty: 2881.685059
	Iteration 65Q: 3 clusters Score -718013.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -718056.562500 Penalty: 2881.685059
	Iteration 66Q: 3 clusters Score -718056.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -718086.875000 Penalty: 2881.685059
	Iteration 67Q: 3 clusters Score -718086.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -718114.625000 Penalty: 2881.685059
	Iteration 68Q: 3 clusters Score -718114.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -718132.937500 Penalty: 2881.685059
	Iteration 69Q: 3 clusters Score -718132.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -718144.062500 Penalty: 2881.685059
	Iteration 70Q: 3 clusters Score -718144.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -718151.562500 Penalty: 2881.685059
	Iteration 71Q: 3 clusters Score -718151.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -718156.875000 Penalty: 2881.685059
	Iteration 72Q: 3 clusters Score -718156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -718160.187500 Penalty: 2881.685059
	Iteration 73Q: 3 clusters Score -718160.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -718161.562500 Penalty: 2881.685059
	Iteration 74Q: 3 clusters Score -718161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -718163.000000 Penalty: 2881.685059
	Iteration 75Q: 3 clusters Score -718163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -718164.500000 Penalty: 2881.685059
	Iteration 76Q: 3 clusters Score -718164.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -718165.000000 Penalty: 2881.685059
	Iteration 77Q: 3 clusters Score -718165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -718165.812500 Penalty: 2881.685059
	Iteration 78Q: 3 clusters Score -718165.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -718167.937500 Penalty: 2881.685059
	Iteration 79Q: 3 clusters Score -718167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -718167.750000 Penalty: 2881.685059
	Iteration 80F: 3 clusters Score -718167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -718169.875000 Penalty: 2881.685059
	Iteration 81Q: 3 clusters Score -718169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -718170.875000 Penalty: 2881.685059
	Iteration 82Q: 3 clusters Score -718170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -718170.625000 Penalty: 2881.685059
	Iteration 83Q: 3 clusters Score -718170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -718170.937500 Penalty: 2881.685059
	Iteration 84Q: 3 clusters Score -718170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -718169.875000 Penalty: 2881.685059
	Iteration 85Q: 3 clusters Score -718169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -718172.812500 Penalty: 2881.685059
	Iteration 86Q: 3 clusters Score -718172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -718171.937500 Penalty: 2881.685059
	Iteration 87Q: 3 clusters Score -718171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -718172.000000 Penalty: 2881.685059
	Iteration 88Q: 3 clusters Score -718172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -718173.812500 Penalty: 2881.685059
	Iteration 89Q: 3 clusters Score -718173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -718171.312500 Penalty: 2881.685059
	Iteration 90Q: 3 clusters Score -718171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -718171.312500 Penalty: 2881.685059
	Iteration 91F: 3 clusters Score -718171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Entering Unmasked Estep 
Score: -9778811.000000 Penalty: 1854.025146
	Iteration 0F: 2 clusters Score -9778811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -9718620.000000 Penalty: 3708.050293
	Iteration 0F: 3 clusters Score -9718620 nChanged 42830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -9743977.000000 Penalty: 3708.050293
	Iteration 1F: 3 clusters Score -9743977 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -9745180.000000 Penalty: 3708.050293
	Iteration 2Q: 3 clusters Score -9745180 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -9746931.000000 Penalty: 3708.050293
	Iteration 3Q: 3 clusters Score -9746931 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -9749824.000000 Penalty: 3708.050293
	Iteration 4F: 3 clusters Score -9749824 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -9754281.000000 Penalty: 3708.050293
	Iteration 5F: 3 clusters Score -9754281 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -9759588.000000 Penalty: 3708.050293
	Iteration 6F: 3 clusters Score -9759588 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -9764965.000000 Penalty: 3708.050293
	Iteration 7F: 3 clusters Score -9764965 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -9768839.000000 Penalty: 3708.050293
	Iteration 8Q: 3 clusters Score -9768839 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -9771141.000000 Penalty: 3708.050293
	Iteration 9Q: 3 clusters Score -9771141 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -9772267.000000 Penalty: 3708.050293
	Iteration 10Q: 3 clusters Score -9772267 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -9773030.000000 Penalty: 3708.050293
	Iteration 11Q: 3 clusters Score -9773030 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -9773689.000000 Penalty: 3708.050293
	Iteration 12Q: 3 clusters Score -9773689 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -9774204.000000 Penalty: 3708.050293
	Iteration 13Q: 3 clusters Score -9774204 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -9774653.000000 Penalty: 3708.050293
	Iteration 14Q: 3 clusters Score -9774653 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -9775119.000000 Penalty: 3708.050293
	Iteration 15Q: 3 clusters Score -9775119 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -9775482.000000 Penalty: 3708.050293
	Iteration 16Q: 3 clusters Score -9775482 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -9775786.000000 Penalty: 3708.050293
	Iteration 17Q: 3 clusters Score -9775786 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -9776079.000000 Penalty: 3708.050293
	Iteration 18Q: 3 clusters Score -9776079 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -9776323.000000 Penalty: 3708.050293
	Iteration 19Q: 3 clusters Score -9776323 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 86164 members 
Entering Unmasked Estep 
Score: -9776486.000000 Penalty: 3708.050293
	Iteration 20F: 3 clusters Score -9776486 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -9776599.000000 Penalty: 3708.050293
	Iteration 21Q: 3 clusters Score -9776599 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -9776712.000000 Penalty: 3708.050293
	Iteration 22Q: 3 clusters Score -9776712 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -9776797.000000 Penalty: 3708.050293
	Iteration 23Q: 3 clusters Score -9776797 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -9776863.000000 Penalty: 3708.050293
	Iteration 24Q: 3 clusters Score -9776863 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -9776925.000000 Penalty: 3708.050293
	Iteration 25Q: 3 clusters Score -9776925 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -9776993.000000 Penalty: 3708.050293
	Iteration 26Q: 3 clusters Score -9776993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -9777057.000000 Penalty: 3708.050293
	Iteration 27Q: 3 clusters Score -9777057 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -9777078.000000 Penalty: 3708.050293
	Iteration 28Q: 3 clusters Score -9777078 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -9777130.000000 Penalty: 3708.050293
	Iteration 29Q: 3 clusters Score -9777130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -9777139.000000 Penalty: 3708.050293
	Iteration 30Q: 3 clusters Score -9777139 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -9777154.000000 Penalty: 3708.050293
	Iteration 31Q: 3 clusters Score -9777154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -9777197.000000 Penalty: 3708.050293
	Iteration 32Q: 3 clusters Score -9777197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -9777232.000000 Penalty: 3708.050293
	Iteration 33Q: 3 clusters Score -9777232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -9777273.000000 Penalty: 3708.050293
	Iteration 34Q: 3 clusters Score -9777273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -9777318.000000 Penalty: 3708.050293
	Iteration 35Q: 3 clusters Score -9777318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -9777342.000000 Penalty: 3708.050293
	Iteration 36Q: 3 clusters Score -9777342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -9777382.000000 Penalty: 3708.050293
	Iteration 37Q: 3 clusters Score -9777382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -9777415.000000 Penalty: 3708.050293
	Iteration 38Q: 3 clusters Score -9777415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -9777446.000000 Penalty: 3708.050293
	Iteration 39Q: 3 clusters Score -9777446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -9777461.000000 Penalty: 3708.050293
	Iteration 40F: 3 clusters Score -9777461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -9777476.000000 Penalty: 3708.050293
	Iteration 41Q: 3 clusters Score -9777476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -9777502.000000 Penalty: 3708.050293
	Iteration 42Q: 3 clusters Score -9777502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -9777513.000000 Penalty: 3708.050293
	Iteration 43Q: 3 clusters Score -9777513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -9777528.000000 Penalty: 3708.050293
	Iteration 44Q: 3 clusters Score -9777528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -9777536.000000 Penalty: 3708.050293
	Iteration 45Q: 3 clusters Score -9777536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -9777539.000000 Penalty: 3708.050293
	Iteration 46Q: 3 clusters Score -9777539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -9777543.000000 Penalty: 3708.050293
	Iteration 47Q: 3 clusters Score -9777543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -9777566.000000 Penalty: 3708.050293
	Iteration 48Q: 3 clusters Score -9777566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -9777578.000000 Penalty: 3708.050293
	Iteration 49Q: 3 clusters Score -9777578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -9777575.000000 Penalty: 3708.050293
	Iteration 50Q: 3 clusters Score -9777575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -9777599.000000 Penalty: 3708.050293
	Iteration 51Q: 3 clusters Score -9777599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -9777599.000000 Penalty: 3708.050293
	Iteration 52Q: 3 clusters Score -9777599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -9777603.000000 Penalty: 3708.050293
	Iteration 53Q: 3 clusters Score -9777603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -9777615.000000 Penalty: 3708.050293
	Iteration 54Q: 3 clusters Score -9777615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -9777614.000000 Penalty: 3708.050293
	Iteration 55Q: 3 clusters Score -9777614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -9777619.000000 Penalty: 3708.050293
	Iteration 56Q: 3 clusters Score -9777619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -9777610.000000 Penalty: 3708.050293
	Iteration 57Q: 3 clusters Score -9777610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -9777617.000000 Penalty: 3708.050293
	Iteration 58Q: 3 clusters Score -9777617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -9777621.000000 Penalty: 3708.050293
	Iteration 59Q: 3 clusters Score -9777621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -9777625.000000 Penalty: 3708.050293
	Iteration 60F: 3 clusters Score -9777625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -9777619.000000 Penalty: 3708.050293
	Iteration 61Q: 3 clusters Score -9777619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -9777623.000000 Penalty: 3708.050293
	Iteration 62Q: 3 clusters Score -9777623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -9777618.000000 Penalty: 3708.050293
	Iteration 63Q: 3 clusters Score -9777618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -9777618.000000 Penalty: 3708.050293
	Iteration 64F: 3 clusters Score -9777618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -643178.750000 Penalty: 1420.460693
	Iteration 0F: 2 clusters Score -643178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -638439.375000 Penalty: 2840.921387
	Iteration 0F: 3 clusters Score -638439.4 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -639849.062500 Penalty: 2840.921387
	Iteration 1F: 3 clusters Score -639849.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -640098.750000 Penalty: 2840.921387
	Iteration 2F: 3 clusters Score -640098.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -640275.562500 Penalty: 2840.921387
	Iteration 3F: 3 clusters Score -640275.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -640428.500000 Penalty: 2840.921387
	Iteration 4Q: 3 clusters Score -640428.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -640561.187500 Penalty: 2840.921387
	Iteration 5Q: 3 clusters Score -640561.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -640697.875000 Penalty: 2840.921387
	Iteration 6Q: 3 clusters Score -640697.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -640827.437500 Penalty: 2840.921387
	Iteration 7Q: 3 clusters Score -640827.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -640960.625000 Penalty: 2840.921387
	Iteration 8Q: 3 clusters Score -640960.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -641122.250000 Penalty: 2840.921387
	Iteration 9Q: 3 clusters Score -641122.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -641289.562500 Penalty: 2840.921387
	Iteration 10Q: 3 clusters Score -641289.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -641426.625000 Penalty: 2840.921387
	Iteration 11Q: 3 clusters Score -641426.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -641526.375000 Penalty: 2840.921387
	Iteration 12Q: 3 clusters Score -641526.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -641601.562500 Penalty: 2840.921387
	Iteration 13Q: 3 clusters Score -641601.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -641686.437500 Penalty: 2840.921387
	Iteration 14Q: 3 clusters Score -641686.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -641746.562500 Penalty: 2840.921387
	Iteration 15Q: 3 clusters Score -641746.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -641798.875000 Penalty: 2840.921387
	Iteration 16Q: 3 clusters Score -641798.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -641847.750000 Penalty: 2840.921387
	Iteration 17Q: 3 clusters Score -641847.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -641882.250000 Penalty: 2840.921387
	Iteration 18Q: 3 clusters Score -641882.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -641902.187500 Penalty: 2840.921387
	Iteration 19Q: 3 clusters Score -641902.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -641926.437500 Penalty: 2840.921387
	Iteration 20F: 3 clusters Score -641926.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -641951.250000 Penalty: 2840.921387
	Iteration 21Q: 3 clusters Score -641951.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -641974.062500 Penalty: 2840.921387
	Iteration 22Q: 3 clusters Score -641974.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -641988.312500 Penalty: 2840.921387
	Iteration 23Q: 3 clusters Score -641988.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -641998.437500 Penalty: 2840.921387
	Iteration 24Q: 3 clusters Score -641998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -642002.375000 Penalty: 2840.921387
	Iteration 25Q: 3 clusters Score -642002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -642007.812500 Penalty: 2840.921387
	Iteration 26Q: 3 clusters Score -642007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -642017.937500 Penalty: 2840.921387
	Iteration 27Q: 3 clusters Score -642017.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -642031.875000 Penalty: 2840.921387
	Iteration 28Q: 3 clusters Score -642031.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -642040.562500 Penalty: 2840.921387
	Iteration 29Q: 3 clusters Score -642040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -642052.125000 Penalty: 2840.921387
	Iteration 30Q: 3 clusters Score -642052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -642058.250000 Penalty: 2840.921387
	Iteration 31Q: 3 clusters Score -642058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -642062.312500 Penalty: 2840.921387
	Iteration 32Q: 3 clusters Score -642062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -642064.812500 Penalty: 2840.921387
	Iteration 33Q: 3 clusters Score -642064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -642067.187500 Penalty: 2840.921387
	Iteration 34Q: 3 clusters Score -642067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -642067.562500 Penalty: 2840.921387
	Iteration 35Q: 3 clusters Score -642067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -642068.687500 Penalty: 2840.921387
	Iteration 36Q: 3 clusters Score -642068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -642069.125000 Penalty: 2840.921387
	Iteration 37Q: 3 clusters Score -642069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -642069.625000 Penalty: 2840.921387
	Iteration 38Q: 3 clusters Score -642069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -642071.812500 Penalty: 2840.921387
	Iteration 39Q: 3 clusters Score -642071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -642073.625000 Penalty: 2840.921387
	Iteration 40F: 3 clusters Score -642073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 104949 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 153644 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 55329 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 90164 members 
Mstep: Class 24 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100953376.000000 Penalty: 80663.984375
Iteration 39Q: 37 clusters Score -1.009534e+08 nChanged 27025
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 14301 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 90640 members 
Mstep: Class 5 contains 9721 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 9 contains 10423 members 
Mstep: Class 10 contains 104645 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 12384 members 
Mstep: Class 13 contains 158122 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 23363 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 19 contains 54110 members 
Mstep: Class 20 contains 7177 members 
Mstep: Class 21 contains 2531 members 
Mstep: Class 22 contains 7022 members 
Mstep: Class 23 contains 93446 members 
Mstep: Class 24 contains 6334 members 
Mstep: Class 25 contains 640 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 11330 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 7726 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 6096 members 
Mstep: Class 34 contains 4152 members 
Mstep: Class 35 contains 71013 members 
Mstep: Class 36 contains 192286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100977616.000000 Penalty: 80663.984375
Iteration 40F: 37 clusters Score -1.009776e+08 nChanged 20318
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 90349 members 
Mstep: Class 5 contains 9310 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 7 contains 10050 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 10344 members 
Mstep: Class 10 contains 104501 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 12432 members 
Mstep: Class 13 contains 159524 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 22502 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 8208 members 
Mstep: Class 19 contains 53016 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 6983 members 
Mstep: Class 23 contains 95800 members 
Mstep: Class 24 contains 6234 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 12361 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8390 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 6089 members 
Mstep: Class 34 contains 4309 members 
Mstep: Class 35 contains 70286 members 
Mstep: Class 36 contains 191346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100987032.000000 Penalty: 80663.984375
Iteration 41Q: 37 clusters Score -1.00987e+08 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 13529 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 90118 members 
Mstep: Class 5 contains 8980 members 
Mstep: Class 6 contains 7719 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10381 members 
Mstep: Class 10 contains 104481 members 
Mstep: Class 11 contains 17142 members 
Mstep: Class 12 contains 12559 members 
Mstep: Class 13 contains 161011 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 21774 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 52330 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 6988 members 
Mstep: Class 23 contains 97790 members 
Mstep: Class 24 contains 6210 members 
Mstep: Class 25 contains 622 members 
Mstep: Class 26 contains 2238 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 4024 members 
Mstep: Class 31 contains 8905 members 
Mstep: Class 32 contains 2045 members 
Mstep: Class 33 contains 6071 members 
Mstep: Class 34 contains 4402 members 
Mstep: Class 35 contains 69653 members 
Mstep: Class 36 contains 190316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100992296.000000 Penalty: 80663.984375
Iteration 42Q: 37 clusters Score -1.009923e+08 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 89969 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 8406 members 
Mstep: Class 7 contains 10091 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10411 members 
Mstep: Class 10 contains 104486 members 
Mstep: Class 11 contains 17050 members 
Mstep: Class 12 contains 12679 members 
Mstep: Class 13 contains 162350 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 6663 members 
Mstep: Class 19 contains 51827 members 
Mstep: Class 20 contains 6415 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 99391 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 2330 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 13532 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 9373 members 
Mstep: Class 32 contains 2055 members 
Mstep: Class 33 contains 6075 members 
Mstep: Class 34 contains 4484 members 
Mstep: Class 35 contains 69208 members 
Mstep: Class 36 contains 189366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100995568.000000 Penalty: 80663.984375
Iteration 43Q: 37 clusters Score -1.009956e+08 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 1160 members 
Mstep: Class 4 contains 89832 members 
Mstep: Class 5 contains 8467 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 10087 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 10447 members 
Mstep: Class 10 contains 104464 members 
Mstep: Class 11 contains 17003 members 
Mstep: Class 12 contains 12767 members 
Mstep: Class 13 contains 163571 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 20774 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 6085 members 
Mstep: Class 19 contains 51457 members 
Mstep: Class 20 contains 6183 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 6997 members 
Mstep: Class 23 contains 100697 members 
Mstep: Class 24 contains 6172 members 
Mstep: Class 25 contains 606 members 
Mstep: Class 26 contains 2419 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 4133 members 
Mstep: Class 31 contains 9783 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 6056 members 
Mstep: Class 34 contains 4570 members 
Mstep: Class 35 contains 68859 members 
Mstep: Class 36 contains 188493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100997928.000000 Penalty: 80663.984375
Iteration 44Q: 37 clusters Score -1.009979e+08 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 12666 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 89729 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 10087 members 
Mstep: Class 8 contains 2067 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 10 contains 104431 members 
Mstep: Class 11 contains 16960 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 164706 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 20466 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 1988 members 
Mstep: Class 22 contains 7005 members 
Mstep: Class 23 contains 101886 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 2499 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 362 members 
Mstep: Class 29 contains 14218 members 
Mstep: Class 30 contains 4146 members 
Mstep: Class 31 contains 10111 members 
Mstep: Class 32 contains 2046 members 
Mstep: Class 33 contains 6056 members 
Mstep: Class 34 contains 4645 members 
Mstep: Class 35 contains 68549 members 
Mstep: Class 36 contains 187709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101000504.000000 Penalty: 80663.984375
Iteration 45Q: 37 clusters Score -1.010005e+08 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 12439 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 89630 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 10084 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 10535 members 
Mstep: Class 10 contains 104417 members 
Mstep: Class 11 contains 16893 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 165830 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 16 contains 20201 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 50875 members 
Mstep: Class 20 contains 5798 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 7004 members 
Mstep: Class 23 contains 102897 members 
Mstep: Class 24 contains 6108 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 2591 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 362 members 
Mstep: Class 29 contains 14431 members 
Mstep: Class 30 contains 4150 members 
Mstep: Class 31 contains 10373 members 
Mstep: Class 32 contains 2035 members 
Mstep: Class 33 contains 6064 members 
Mstep: Class 34 contains 4725 members 
Mstep: Class 35 contains 68328 members 
Mstep: Class 36 contains 186940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2223.407959 but Gain 2240.664062
Score: -101002984.000000 Penalty: 78423.320312
Iteration 46Q: 36 clusters Score -1.01003e+08 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 89565 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 7 contains 10074 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 10568 members 
Mstep: Class 10 contains 104401 members 
Mstep: Class 11 contains 16834 members 
Mstep: Class 12 contains 13125 members 
Mstep: Class 13 contains 166808 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 19989 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 4859 members 
Mstep: Class 19 contains 50671 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 22 contains 7007 members 
Mstep: Class 23 contains 104708 members 
Mstep: Class 24 contains 6062 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 2678 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 362 members 
Mstep: Class 29 contains 14591 members 
Mstep: Class 30 contains 4164 members 
Mstep: Class 31 contains 11115 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 6062 members 
Mstep: Class 34 contains 4808 members 
Mstep: Class 35 contains 68147 members 
Mstep: Class 36 contains 186502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101006728.000000 Penalty: 78423.320312
Iteration 47Q: 36 clusters Score -1.010067e+08 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 12122 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 89508 members 
Mstep: Class 5 contains 7744 members 
Mstep: Class 6 contains 10496 members 
Mstep: Class 7 contains 10066 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 104381 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 13244 members 
Mstep: Class 13 contains 167584 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 19865 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 4576 members 
Mstep: Class 19 contains 50512 members 
Mstep: Class 20 contains 5486 members 
Mstep: Class 22 contains 7017 members 
Mstep: Class 23 contains 105644 members 
Mstep: Class 24 contains 6024 members 
Mstep: Class 25 contains 593 members 
Mstep: Class 26 contains 2758 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 362 members 
Mstep: Class 29 contains 14689 members 
Mstep: Class 30 contains 4163 members 
Mstep: Class 31 contains 11445 members 
Mstep: Class 32 contains 2009 members 
Mstep: Class 33 contains 6045 members 
Mstep: Class 34 contains 4862 members 
Mstep: Class 35 contains 67992 members 
Mstep: Class 36 contains 185448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101009048.000000 Penalty: 78423.320312
Iteration 48Q: 36 clusters Score -1.01009e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 89471 members 
Mstep: Class 5 contains 7628 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 10059 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 104365 members 
Mstep: Class 11 contains 16806 members 
Mstep: Class 12 contains 13349 members 
Mstep: Class 13 contains 168251 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 19791 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 50404 members 
Mstep: Class 20 contains 5356 members 
Mstep: Class 22 contains 7023 members 
Mstep: Class 23 contains 106373 members 
Mstep: Class 24 contains 5985 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 362 members 
Mstep: Class 29 contains 14763 members 
Mstep: Class 30 contains 4170 members 
Mstep: Class 31 contains 11674 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 6030 members 
Mstep: Class 34 contains 4916 members 
Mstep: Class 35 contains 67863 members 
Mstep: Class 36 contains 184630 members 
Entering Unmasked Estep 
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Score: -101010664.000000 Penalty: 78423.320312
Iteration 49Q: 36 clusters Score -1.010107e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 89450 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 10865 members 
Mstep: Class 7 contains 10051 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 9 contains 10650 members 
Mstep: Class 10 contains 104363 members 
Mstep: Class 11 contains 16801 members 
Mstep: Class 12 contains 13444 members 
Mstep: Class 13 contains 168865 members 
Mstep: Class 14 contains 636 members 
Mstep: Class 15 contains 1066 members 
Mstep: Class 16 contains 19743 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 50303 members 
Mstep: Class 20 contains 5247 members 
Mstep: Class 22 contains 7020 members 
Mstep: Class 23 contains 106995 members 
Mstep: Class 24 contains 5956 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 14813 members 
Mstep: Class 30 contains 4176 members 
Mstep: Class 31 contains 11856 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 6016 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 67740 members 
Mstep: Class 36 contains 183939 members 
Entering Unmasked Estep 
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Score: -101011784.000000 Penalty: 78423.320312
Iteration 50Q: 36 clusters Score -1.010118e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 89430 members 
Mstep: Class 5 contains 7430 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 10050 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 10679 members 
Mstep: Class 10 contains 104361 members 
Mstep: Class 11 contains 16834 members 
Mstep: Class 12 contains 13535 members 
Mstep: Class 13 contains 169402 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 19721 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 50223 members 
Mstep: Class 20 contains 5152 members 
Mstep: Class 22 contains 7021 members 
Mstep: Class 23 contains 107493 members 
Mstep: Class 24 contains 5922 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 14847 members 
Mstep: Class 30 contains 4184 members 
Mstep: Class 31 contains 11993 members 
Mstep: Class 32 contains 1955 members 
Mstep: Class 33 contains 6019 members 
Mstep: Class 34 contains 5016 members 
Mstep: Class 35 contains 67658 members 
Mstep: Class 36 contains 183352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101013008.000000 Penalty: 78423.320312
Iteration 51Q: 36 clusters Score -1.01013e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 89412 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 10713 members 
Mstep: Class 10 contains 104353 members 
Mstep: Class 11 contains 16859 members 
Mstep: Class 12 contains 13593 members 
Mstep: Class 13 contains 169900 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 19720 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 50138 members 
Mstep: Class 20 contains 5070 members 
Mstep: Class 22 contains 7026 members 
Mstep: Class 23 contains 107823 members 
Mstep: Class 24 contains 5902 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 3022 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 14867 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 12078 members 
Mstep: Class 32 contains 1942 members 
Mstep: Class 33 contains 6016 members 
Mstep: Class 34 contains 5056 members 
Mstep: Class 35 contains 67601 members 
Mstep: Class 36 contains 182926 members 
Entering Unmasked Estep 
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Score: -101014072.000000 Penalty: 78423.320312
Iteration 52Q: 36 clusters Score -1.010141e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 89390 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 10036 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 10726 members 
Mstep: Class 10 contains 104350 members 
Mstep: Class 11 contains 16872 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 170326 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 19756 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 3763 members 
Mstep: Class 19 contains 50062 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 22 contains 7029 members 
Mstep: Class 23 contains 108101 members 
Mstep: Class 24 contains 5890 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 3068 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 14873 members 
Mstep: Class 30 contains 4191 members 
Mstep: Class 31 contains 12149 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 6007 members 
Mstep: Class 34 contains 5095 members 
Mstep: Class 35 contains 67545 members 
Mstep: Class 36 contains 182563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015024.000000 Penalty: 78423.320312
Iteration 53Q: 36 clusters Score -1.01015e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 11501 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 89370 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 10737 members 
Mstep: Class 10 contains 104347 members 
Mstep: Class 11 contains 16899 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 170721 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 19814 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 3648 members 
Mstep: Class 19 contains 50011 members 
Mstep: Class 20 contains 4960 members 
Mstep: Class 22 contains 7033 members 
Mstep: Class 23 contains 108338 members 
Mstep: Class 24 contains 5883 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 3114 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 14870 members 
Mstep: Class 30 contains 4189 members 
Mstep: Class 31 contains 12194 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 6004 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 67505 members 
Mstep: Class 36 contains 182233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101015200.000000 Penalty: 78423.320312
Iteration 54Q: 36 clusters Score -1.010152e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 11447 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 89363 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 2027 members 
Mstep: Class 9 contains 10754 members 
Mstep: Class 10 contains 104349 members 
Mstep: Class 11 contains 16948 members 
Mstep: Class 12 contains 13735 members 
Mstep: Class 13 contains 171046 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 19872 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 49965 members 
Mstep: Class 20 contains 4917 members 
Mstep: Class 22 contains 7028 members 
Mstep: Class 23 contains 108523 members 
Mstep: Class 24 contains 5876 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 14868 members 
Mstep: Class 30 contains 4187 members 
Mstep: Class 31 contains 12222 members 
Mstep: Class 32 contains 1924 members 
Mstep: Class 33 contains 6000 members 
Mstep: Class 34 contains 5156 members 
Mstep: Class 35 contains 67472 members 
Mstep: Class 36 contains 181950 members 
Entering Unmasked Estep 
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Score: -101015736.000000 Penalty: 78423.320312
Iteration 55Q: 36 clusters Score -1.010157e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 89360 members 
Mstep: Class 5 contains 7215 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 10 contains 104356 members 
Mstep: Class 11 contains 16973 members 
Mstep: Class 12 contains 13768 members 
Mstep: Class 13 contains 171372 members 
Mstep: Class 14 contains 659 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 19938 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 49939 members 
Mstep: Class 20 contains 4864 members 
Mstep: Class 22 contains 7025 members 
Mstep: Class 23 contains 108674 members 
Mstep: Class 24 contains 5872 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 360 members 
Mstep: Class 29 contains 14854 members 
Mstep: Class 30 contains 4188 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 1916 members 
Mstep: Class 33 contains 5996 members 
Mstep: Class 34 contains 5170 members 
Mstep: Class 35 contains 67434 members 
Mstep: Class 36 contains 181710 members 
Entering Unmasked Estep 
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Score: -101016400.000000 Penalty: 78423.320312
Iteration 56Q: 36 clusters Score -1.010164e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 89356 members 
Mstep: Class 5 contains 7185 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 104357 members 
Mstep: Class 11 contains 17010 members 
Mstep: Class 12 contains 13793 members 
Mstep: Class 13 contains 171691 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 20006 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 4820 members 
Mstep: Class 22 contains 7021 members 
Mstep: Class 23 contains 108826 members 
Mstep: Class 24 contains 5870 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 3199 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 360 members 
Mstep: Class 29 contains 14853 members 
Mstep: Class 30 contains 4184 members 
Mstep: Class 31 contains 12250 members 
Mstep: Class 32 contains 1912 members 
Mstep: Class 33 contains 5988 members 
Mstep: Class 34 contains 5180 members 
Mstep: Class 35 contains 67394 members 
Mstep: Class 36 contains 181470 members 
Entering Unmasked Estep 
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Score: -101017024.000000 Penalty: 78423.320312
Iteration 57Q: 36 clusters Score -1.01017e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 89351 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 10776 members 
Mstep: Class 10 contains 104356 members 
Mstep: Class 11 contains 17038 members 
Mstep: Class 12 contains 13824 members 
Mstep: Class 13 contains 171997 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 20078 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 3252 members 
Mstep: Class 19 contains 49888 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 22 contains 7015 members 
Mstep: Class 23 contains 108939 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 3232 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 360 members 
Mstep: Class 29 contains 14848 members 
Mstep: Class 30 contains 4182 members 
Mstep: Class 31 contains 12258 members 
Mstep: Class 32 contains 1908 members 
Mstep: Class 33 contains 5968 members 
Mstep: Class 34 contains 5195 members 
Mstep: Class 35 contains 67365 members 
Mstep: Class 36 contains 181256 members 
Entering Unmasked Estep 
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Iteration 58Q: 36 clusters Score -1.010174e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 89338 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 11386 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 2016 members 
Mstep: Class 9 contains 10776 members 
Mstep: Class 10 contains 104358 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 172278 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 1210 members 
Mstep: Class 16 contains 20153 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 49885 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 22 contains 7006 members 
Mstep: Class 23 contains 109010 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 3257 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 360 members 
Mstep: Class 29 contains 14844 members 
Mstep: Class 30 contains 4179 members 
Mstep: Class 31 contains 12257 members 
Mstep: Class 32 contains 1905 members 
Mstep: Class 33 contains 5945 members 
Mstep: Class 34 contains 5206 members 
Mstep: Class 35 contains 67332 members 
Mstep: Class 36 contains 181091 members 
Entering Unmasked Estep 
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Iteration 59Q: 36 clusters Score -1.010177e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 89332 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 11413 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 10774 members 
Mstep: Class 10 contains 104355 members 
Mstep: Class 11 contains 17116 members 
Mstep: Class 12 contains 13850 members 
Mstep: Class 13 contains 172526 members 
Mstep: Class 14 contains 665 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 20226 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 49878 members 
Mstep: Class 20 contains 4728 members 
Mstep: Class 22 contains 7004 members 
Mstep: Class 23 contains 109094 members 
Mstep: Class 24 contains 5854 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 360 members 
Mstep: Class 29 contains 14835 members 
Mstep: Class 30 contains 4175 members 
Mstep: Class 31 contains 12262 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 5932 members 
Mstep: Class 34 contains 5218 members 
Mstep: Class 35 contains 67306 members 
Mstep: Class 36 contains 180931 members 
Entering Unmasked Estep 
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Score: -101019416.000000 Penalty: 78423.320312
Iteration 60F: 36 clusters Score -1.010194e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 11165 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 89325 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 11405 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 104350 members 
Mstep: Class 11 contains 17124 members 
Mstep: Class 12 contains 13863 members 
Mstep: Class 13 contains 172743 members 
Mstep: Class 14 contains 665 members 
Mstep: Class 15 contains 1263 members 
Mstep: Class 16 contains 20315 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 3009 members 
Mstep: Class 19 contains 49866 members 
Mstep: Class 20 contains 4689 members 
Mstep: Class 22 contains 7003 members 
Mstep: Class 23 contains 109177 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 3338 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 14829 members 
Mstep: Class 30 contains 4177 members 
Mstep: Class 31 contains 12253 members 
Mstep: Class 32 contains 1903 members 
Mstep: Class 33 contains 5914 members 
Mstep: Class 34 contains 5229 members 
Mstep: Class 35 contains 67286 members 
Mstep: Class 36 contains 180790 members 
Entering Unmasked Estep 
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Iteration 61Q: 36 clusters Score -1.010206e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 89311 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 104344 members 
Mstep: Class 11 contains 17083 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 172936 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 20396 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 49848 members 
Mstep: Class 20 contains 4660 members 
Mstep: Class 22 contains 7002 members 
Mstep: Class 23 contains 109257 members 
Mstep: Class 24 contains 5849 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 3419 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 14808 members 
Mstep: Class 30 contains 4177 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 1903 members 
Mstep: Class 33 contains 5897 members 
Mstep: Class 34 contains 5244 members 
Mstep: Class 35 contains 67260 members 
Mstep: Class 36 contains 180694 members 
Entering Unmasked Estep 
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Iteration 62Q: 36 clusters Score -1.01021e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 11119 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89306 members 
Mstep: Class 5 contains 7035 members 
Mstep: Class 6 contains 11438 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 104334 members 
Mstep: Class 11 contains 17052 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 13 contains 173104 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 20496 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 18 contains 2863 members 
Mstep: Class 19 contains 49835 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 22 contains 7000 members 
Mstep: Class 23 contains 109310 members 
Mstep: Class 24 contains 5846 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14790 members 
Mstep: Class 30 contains 4178 members 
Mstep: Class 31 contains 12234 members 
Mstep: Class 32 contains 1903 members 
Mstep: Class 33 contains 5881 members 
Mstep: Class 34 contains 5249 members 
Mstep: Class 35 contains 67245 members 
Mstep: Class 36 contains 180597 members 
Entering Unmasked Estep 
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Iteration 63Q: 36 clusters Score -1.010212e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89304 members 
Mstep: Class 5 contains 6999 members 
Mstep: Class 6 contains 11445 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 104329 members 
Mstep: Class 11 contains 17019 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 173233 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 49823 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109339 members 
Mstep: Class 24 contains 5845 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14775 members 
Mstep: Class 30 contains 4181 members 
Mstep: Class 31 contains 12224 members 
Mstep: Class 32 contains 1903 members 
Mstep: Class 33 contains 5861 members 
Mstep: Class 34 contains 5255 members 
Mstep: Class 35 contains 67235 members 
Mstep: Class 36 contains 180523 members 
Entering Unmasked Estep 
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Iteration 64Q: 36 clusters Score -1.010216e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 11092 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89296 members 
Mstep: Class 5 contains 6966 members 
Mstep: Class 6 contains 11463 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 104322 members 
Mstep: Class 11 contains 16959 members 
Mstep: Class 12 contains 13897 members 
Mstep: Class 13 contains 173384 members 
Mstep: Class 14 contains 671 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 16 contains 20741 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 49808 members 
Mstep: Class 20 contains 4599 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 109362 members 
Mstep: Class 24 contains 5836 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 3689 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14753 members 
Mstep: Class 30 contains 4186 members 
Mstep: Class 31 contains 12219 members 
Mstep: Class 32 contains 1902 members 
Mstep: Class 33 contains 5832 members 
Mstep: Class 34 contains 5268 members 
Mstep: Class 35 contains 67225 members 
Mstep: Class 36 contains 180465 members 
Entering Unmasked Estep 
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Iteration 65Q: 36 clusters Score -1.01022e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 11080 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89294 members 
Mstep: Class 5 contains 6949 members 
Mstep: Class 6 contains 11470 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 104324 members 
Mstep: Class 11 contains 16903 members 
Mstep: Class 12 contains 13897 members 
Mstep: Class 13 contains 173515 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 20872 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 49796 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 109387 members 
Mstep: Class 24 contains 5833 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14737 members 
Mstep: Class 30 contains 4186 members 
Mstep: Class 31 contains 12208 members 
Mstep: Class 32 contains 1900 members 
Mstep: Class 33 contains 5805 members 
Mstep: Class 34 contains 5268 members 
Mstep: Class 35 contains 67210 members 
Mstep: Class 36 contains 180422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022344.000000 Penalty: 78423.320312
Iteration 66Q: 36 clusters Score -1.010223e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 11058 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89291 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 11455 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 10835 members 
Mstep: Class 10 contains 104321 members 
Mstep: Class 11 contains 16845 members 
Mstep: Class 12 contains 13897 members 
Mstep: Class 13 contains 173609 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 16 contains 21037 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 49792 members 
Mstep: Class 20 contains 4564 members 
Mstep: Class 22 contains 6990 members 
Mstep: Class 23 contains 109424 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 3848 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14731 members 
Mstep: Class 30 contains 4185 members 
Mstep: Class 31 contains 12196 members 
Mstep: Class 32 contains 1900 members 
Mstep: Class 33 contains 5769 members 
Mstep: Class 34 contains 5263 members 
Mstep: Class 35 contains 67202 members 
Mstep: Class 36 contains 180368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022680.000000 Penalty: 78423.320312
Iteration 67Q: 36 clusters Score -1.010227e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 11050 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89286 members 
Mstep: Class 5 contains 6918 members 
Mstep: Class 6 contains 11467 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 10836 members 
Mstep: Class 10 contains 104319 members 
Mstep: Class 11 contains 16799 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 173685 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 21200 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 2392 members 
Mstep: Class 19 contains 49790 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 22 contains 6989 members 
Mstep: Class 23 contains 109460 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14718 members 
Mstep: Class 30 contains 4183 members 
Mstep: Class 31 contains 12190 members 
Mstep: Class 32 contains 1897 members 
Mstep: Class 33 contains 5739 members 
Mstep: Class 34 contains 5263 members 
Mstep: Class 35 contains 67186 members 
Mstep: Class 36 contains 180304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022688.000000 Penalty: 78423.320312
Iteration 68Q: 36 clusters Score -1.010227e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 11038 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89282 members 
Mstep: Class 5 contains 6914 members 
Mstep: Class 6 contains 11468 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 10838 members 
Mstep: Class 10 contains 104320 members 
Mstep: Class 11 contains 16749 members 
Mstep: Class 12 contains 13926 members 
Mstep: Class 13 contains 173761 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 21394 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 2266 members 
Mstep: Class 19 contains 49780 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 22 contains 6989 members 
Mstep: Class 23 contains 109491 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 4006 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4182 members 
Mstep: Class 31 contains 12184 members 
Mstep: Class 32 contains 1894 members 
Mstep: Class 33 contains 5708 members 
Mstep: Class 34 contains 5263 members 
Mstep: Class 35 contains 67176 members 
Mstep: Class 36 contains 180230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101022920.000000 Penalty: 78423.320312
Iteration 69Q: 36 clusters Score -1.010229e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 11487 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 10838 members 
Mstep: Class 10 contains 104321 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 13945 members 
Mstep: Class 13 contains 173844 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 21577 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 49774 members 
Mstep: Class 20 contains 4531 members 
Mstep: Class 22 contains 6990 members 
Mstep: Class 23 contains 109530 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 4078 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14689 members 
Mstep: Class 30 contains 4178 members 
Mstep: Class 31 contains 12160 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 5670 members 
Mstep: Class 34 contains 5268 members 
Mstep: Class 35 contains 67167 members 
Mstep: Class 36 contains 180160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023000.000000 Penalty: 78423.320312
Iteration 70Q: 36 clusters Score -1.01023e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 11005 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89282 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 10842 members 
Mstep: Class 10 contains 104320 members 
Mstep: Class 11 contains 16671 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 173906 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 21748 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 2031 members 
Mstep: Class 19 contains 49772 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 109579 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 4142 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14677 members 
Mstep: Class 30 contains 4181 members 
Mstep: Class 31 contains 12137 members 
Mstep: Class 32 contains 1889 members 
Mstep: Class 33 contains 5637 members 
Mstep: Class 34 contains 5269 members 
Mstep: Class 35 contains 67154 members 
Mstep: Class 36 contains 180099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023088.000000 Penalty: 78423.320312
Iteration 71Q: 36 clusters Score -1.010231e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89282 members 
Mstep: Class 5 contains 6868 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 10843 members 
Mstep: Class 10 contains 104317 members 
Mstep: Class 11 contains 16631 members 
Mstep: Class 12 contains 13984 members 
Mstep: Class 13 contains 173957 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 21908 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4516 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 109619 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 4222 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14671 members 
Mstep: Class 30 contains 4180 members 
Mstep: Class 31 contains 12118 members 
Mstep: Class 32 contains 1890 members 
Mstep: Class 33 contains 5598 members 
Mstep: Class 34 contains 5271 members 
Mstep: Class 35 contains 67142 members 
Mstep: Class 36 contains 180040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023472.000000 Penalty: 78423.320312
Iteration 72Q: 36 clusters Score -1.010235e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 10963 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 89279 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 1950 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 104316 members 
Mstep: Class 11 contains 16583 members 
Mstep: Class 12 contains 14003 members 
Mstep: Class 13 contains 173983 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 22061 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 49771 members 
Mstep: Class 20 contains 4512 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 109664 members 
Mstep: Class 24 contains 5825 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 4295 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14672 members 
Mstep: Class 30 contains 4177 members 
Mstep: Class 31 contains 12113 members 
Mstep: Class 32 contains 1889 members 
Mstep: Class 33 contains 5548 members 
Mstep: Class 34 contains 5275 members 
Mstep: Class 35 contains 67131 members 
Mstep: Class 36 contains 179990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023448.000000 Penalty: 78423.320312
Iteration 73Q: 36 clusters Score -1.010234e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 10945 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 89280 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 11509 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 104315 members 
Mstep: Class 11 contains 16522 members 
Mstep: Class 12 contains 14021 members 
Mstep: Class 13 contains 174025 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 22221 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1793 members 
Mstep: Class 19 contains 49768 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 109677 members 
Mstep: Class 24 contains 5823 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 4383 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14669 members 
Mstep: Class 30 contains 4175 members 
Mstep: Class 31 contains 12099 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 5488 members 
Mstep: Class 34 contains 5277 members 
Mstep: Class 35 contains 67121 members 
Mstep: Class 36 contains 179957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023600.000000 Penalty: 78423.320312
Iteration 74Q: 36 clusters Score -1.010236e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 10929 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11511 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 10846 members 
Mstep: Class 10 contains 104313 members 
Mstep: Class 11 contains 16443 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 174085 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1498 members 
Mstep: Class 16 contains 22362 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 49764 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 109670 members 
Mstep: Class 24 contains 5822 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4481 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14668 members 
Mstep: Class 30 contains 4174 members 
Mstep: Class 31 contains 12085 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 5432 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67115 members 
Mstep: Class 36 contains 179952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023760.000000 Penalty: 78423.320312
Iteration 75Q: 36 clusters Score -1.010238e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 10912 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 89279 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 11520 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 10846 members 
Mstep: Class 10 contains 104310 members 
Mstep: Class 11 contains 16375 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 174119 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1506 members 
Mstep: Class 16 contains 22491 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 49763 members 
Mstep: Class 20 contains 4496 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 109660 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 1737 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14664 members 
Mstep: Class 30 contains 4172 members 
Mstep: Class 31 contains 12069 members 
Mstep: Class 32 contains 1881 members 
Mstep: Class 33 contains 5382 members 
Mstep: Class 34 contains 5277 members 
Mstep: Class 35 contains 67105 members 
Mstep: Class 36 contains 179948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101023856.000000 Penalty: 78423.320312
Iteration 76Q: 36 clusters Score -1.010239e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 10889 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 89279 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 11531 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 104310 members 
Mstep: Class 11 contains 16322 members 
Mstep: Class 12 contains 14104 members 
Mstep: Class 13 contains 174159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 22607 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 49769 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 109664 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4662 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14660 members 
Mstep: Class 30 contains 4171 members 
Mstep: Class 31 contains 12046 members 
Mstep: Class 32 contains 1879 members 
Mstep: Class 33 contains 5336 members 
Mstep: Class 34 contains 5277 members 
Mstep: Class 35 contains 67100 members 
Mstep: Class 36 contains 179932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024104.000000 Penalty: 78423.320312
Iteration 77Q: 36 clusters Score -1.010241e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 10871 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 104309 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 14139 members 
Mstep: Class 13 contains 174196 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1515 members 
Mstep: Class 16 contains 22718 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1570 members 
Mstep: Class 19 contains 49765 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 109661 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14655 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 12024 members 
Mstep: Class 32 contains 1875 members 
Mstep: Class 33 contains 5292 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67096 members 
Mstep: Class 36 contains 179937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101024176.000000 Penalty: 78423.320312
Iteration 78Q: 36 clusters Score -1.010242e+08 nChanged 768
Entering ConstructFrom: 
Score: -101024176.000000 Penalty: 78423.320312
Entering ConstructFrom: 
Trying to split cluster 1 (19011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Entering Unmasked Estep 
Score: -2069607.125000 Penalty: 1601.075562
	Iteration 0F: 2 clusters Score -2069607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2056623.875000 Penalty: 3202.151123
	Iteration 0F: 3 clusters Score -2056624 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2061273.500000 Penalty: 3202.151123
	Iteration 1F: 3 clusters Score -2061274 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2061651.625000 Penalty: 3202.151123
	Iteration 2F: 3 clusters Score -2061652 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2062017.500000 Penalty: 3202.151123
	Iteration 3Q: 3 clusters Score -2062018 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2062401.500000 Penalty: 3202.151123
	Iteration 4Q: 3 clusters Score -2062402 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2062898.250000 Penalty: 3202.151123
	Iteration 5Q: 3 clusters Score -2062898 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2063563.250000 Penalty: 3202.151123
	Iteration 6F: 3 clusters Score -2063563 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2064463.625000 Penalty: 3202.151123
	Iteration 7F: 3 clusters Score -2064464 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2065422.250000 Penalty: 3202.151123
	Iteration 8F: 3 clusters Score -2065422 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2066279.000000 Penalty: 3202.151123
	Iteration 9F: 3 clusters Score -2066279 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2066793.500000 Penalty: 3202.151123
	Iteration 10Q: 3 clusters Score -2066794 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2067107.000000 Penalty: 3202.151123
	Iteration 11Q: 3 clusters Score -2067107 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2067332.250000 Penalty: 3202.151123
	Iteration 12Q: 3 clusters Score -2067332 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2067505.750000 Penalty: 3202.151123
	Iteration 13Q: 3 clusters Score -2067506 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2067653.375000 Penalty: 3202.151123
	Iteration 14Q: 3 clusters Score -2067653 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2067761.875000 Penalty: 3202.151123
	Iteration 15Q: 3 clusters Score -2067762 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2067850.500000 Penalty: 3202.151123
	Iteration 16Q: 3 clusters Score -2067850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2067934.375000 Penalty: 3202.151123
	Iteration 17Q: 3 clusters Score -2067934 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2067984.500000 Penalty: 3202.151123
	Iteration 18Q: 3 clusters Score -2067984 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2068026.250000 Penalty: 3202.151123
	Iteration 19Q: 3 clusters Score -2068026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2068055.375000 Penalty: 3202.151123
	Iteration 20F: 3 clusters Score -2068055 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2068078.875000 Penalty: 3202.151123
	Iteration 21Q: 3 clusters Score -2068079 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2068095.125000 Penalty: 3202.151123
	Iteration 22Q: 3 clusters Score -2068095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2068115.750000 Penalty: 3202.151123
	Iteration 23Q: 3 clusters Score -2068116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2068130.000000 Penalty: 3202.151123
	Iteration 24Q: 3 clusters Score -2068130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2068146.750000 Penalty: 3202.151123
	Iteration 25Q: 3 clusters Score -2068147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2068161.750000 Penalty: 3202.151123
	Iteration 26Q: 3 clusters Score -2068162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2068173.875000 Penalty: 3202.151123
	Iteration 27Q: 3 clusters Score -2068174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2068182.125000 Penalty: 3202.151123
	Iteration 28Q: 3 clusters Score -2068182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2068187.125000 Penalty: 3202.151123
	Iteration 29Q: 3 clusters Score -2068187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2068194.250000 Penalty: 3202.151123
	Iteration 30Q: 3 clusters Score -2068194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2068197.750000 Penalty: 3202.151123
	Iteration 31Q: 3 clusters Score -2068198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2068220.125000 Penalty: 3202.151123
	Iteration 32Q: 3 clusters Score -2068220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2068221.000000 Penalty: 3202.151123
	Iteration 33Q: 3 clusters Score -2068221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2068222.250000 Penalty: 3202.151123
	Iteration 34Q: 3 clusters Score -2068222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2068220.875000 Penalty: 3202.151123
	Iteration 35Q: 3 clusters Score -2068221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2068225.875000 Penalty: 3202.151123
	Iteration 36Q: 3 clusters Score -2068226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2068228.125000 Penalty: 3202.151123
	Iteration 37Q: 3 clusters Score -2068228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2068232.125000 Penalty: 3202.151123
	Iteration 38Q: 3 clusters Score -2068232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2068229.875000 Penalty: 3202.151123
	Iteration 39Q: 3 clusters Score -2068230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2068236.500000 Penalty: 3202.151123
	Iteration 40F: 3 clusters Score -2068236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2068240.375000 Penalty: 3202.151123
	Iteration 41Q: 3 clusters Score -2068240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2068241.500000 Penalty: 3202.151123
	Iteration 42Q: 3 clusters Score -2068242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2068243.250000 Penalty: 3202.151123
	Iteration 43Q: 3 clusters Score -2068243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2068244.625000 Penalty: 3202.151123
	Iteration 44Q: 3 clusters Score -2068245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2068245.625000 Penalty: 3202.151123
	Iteration 45Q: 3 clusters Score -2068246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2068241.875000 Penalty: 3202.151123
	Iteration 46Q: 3 clusters Score -2068242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2068244.625000 Penalty: 3202.151123
	Iteration 47Q: 3 clusters Score -2068245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2068247.250000 Penalty: 3202.151123
	Iteration 48Q: 3 clusters Score -2068247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2068246.125000 Penalty: 3202.151123
	Iteration 49Q: 3 clusters Score -2068246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2068246.625000 Penalty: 3202.151123
	Iteration 50Q: 3 clusters Score -2068247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2068249.250000 Penalty: 3202.151123
	Iteration 51Q: 3 clusters Score -2068249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2068247.000000 Penalty: 3202.151123
	Iteration 52Q: 3 clusters Score -2068247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2068247.125000 Penalty: 3202.151123
	Iteration 53Q: 3 clusters Score -2068247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2068254.375000 Penalty: 3202.151123
	Iteration 54Q: 3 clusters Score -2068254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2068254.125000 Penalty: 3202.151123
	Iteration 55Q: 3 clusters Score -2068254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2068260.875000 Penalty: 3202.151123
	Iteration 56Q: 3 clusters Score -2068261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2068264.625000 Penalty: 3202.151123
	Iteration 57Q: 3 clusters Score -2068265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2068267.625000 Penalty: 3202.151123
	Iteration 58Q: 3 clusters Score -2068268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2068264.750000 Penalty: 3202.151123
	Iteration 59Q: 3 clusters Score -2068265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2068263.750000 Penalty: 3202.151123
	Iteration 60F: 3 clusters Score -2068264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2068266.375000 Penalty: 3202.151123
	Iteration 61Q: 3 clusters Score -2068266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2068269.250000 Penalty: 3202.151123
	Iteration 62Q: 3 clusters Score -2068269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2068271.875000 Penalty: 3202.151123
	Iteration 63Q: 3 clusters Score -2068272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2068271.750000 Penalty: 3202.151123
	Iteration 64Q: 3 clusters Score -2068272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2068276.875000 Penalty: 3202.151123
	Iteration 65Q: 3 clusters Score -2068277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2068272.250000 Penalty: 3202.151123
	Iteration 66Q: 3 clusters Score -2068272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2068274.750000 Penalty: 3202.151123
	Iteration 67Q: 3 clusters Score -2068275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2068277.125000 Penalty: 3202.151123
	Iteration 68Q: 3 clusters Score -2068277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2068277.125000 Penalty: 3202.151123
	Iteration 69Q: 3 clusters Score -2068277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2068277.000000 Penalty: 3202.151123
	Iteration 70Q: 3 clusters Score -2068277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2068272.125000 Penalty: 3202.151123
	Iteration 71Q: 3 clusters Score -2068272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2068271.125000 Penalty: 3202.151123
	Iteration 72Q: 3 clusters Score -2068271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2068268.250000 Penalty: 3202.151123
	Iteration 73Q: 3 clusters Score -2068268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2068272.625000 Penalty: 3202.151123
	Iteration 74Q: 3 clusters Score -2068273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2068276.500000 Penalty: 3202.151123
	Iteration 75Q: 3 clusters Score -2068276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2068275.750000 Penalty: 3202.151123
	Iteration 76Q: 3 clusters Score -2068276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2068273.375000 Penalty: 3202.151123
	Iteration 77Q: 3 clusters Score -2068273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2068274.875000 Penalty: 3202.151123
	Iteration 78Q: 3 clusters Score -2068275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2068277.375000 Penalty: 3202.151123
	Iteration 79Q: 3 clusters Score -2068277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2068281.000000 Penalty: 3202.151123
	Iteration 80F: 3 clusters Score -2068281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2068281.375000 Penalty: 3202.151123
	Iteration 81Q: 3 clusters Score -2068281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2068281.625000 Penalty: 3202.151123
	Iteration 82Q: 3 clusters Score -2068282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2068281.625000 Penalty: 3202.151123
	Iteration 83F: 3 clusters Score -2068282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Entering Unmasked Estep 
Score: -1179488.500000 Penalty: 1510.056885
	Iteration 0F: 2 clusters Score -1179488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1171705.750000 Penalty: 3020.113770
	Iteration 0F: 3 clusters Score -1171706 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1174187.750000 Penalty: 3020.113770
	Iteration 1F: 3 clusters Score -1174188 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1174402.875000 Penalty: 3020.113770
	Iteration 2F: 3 clusters Score -1174403 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1174583.875000 Penalty: 3020.113770
	Iteration 3Q: 3 clusters Score -1174584 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1174726.625000 Penalty: 3020.113770
	Iteration 4Q: 3 clusters Score -1174727 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1174848.125000 Penalty: 3020.113770
	Iteration 5Q: 3 clusters Score -1174848 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1174967.000000 Penalty: 3020.113770
	Iteration 6Q: 3 clusters Score -1174967 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1175068.125000 Penalty: 3020.113770
	Iteration 7Q: 3 clusters Score -1175068 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1175188.625000 Penalty: 3020.113770
	Iteration 8Q: 3 clusters Score -1175189 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1175321.875000 Penalty: 3020.113770
	Iteration 9Q: 3 clusters Score -1175322 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1175514.375000 Penalty: 3020.113770
	Iteration 10Q: 3 clusters Score -1175514 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1175774.875000 Penalty: 3020.113770
	Iteration 11Q: 3 clusters Score -1175775 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1176131.375000 Penalty: 3020.113770
	Iteration 12Q: 3 clusters Score -1176131 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1176568.375000 Penalty: 3020.113770
	Iteration 13F: 3 clusters Score -1176568 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1176966.250000 Penalty: 3020.113770
	Iteration 14Q: 3 clusters Score -1176966 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1177259.125000 Penalty: 3020.113770
	Iteration 15Q: 3 clusters Score -1177259 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1177397.125000 Penalty: 3020.113770
	Iteration 16Q: 3 clusters Score -1177397 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1177478.000000 Penalty: 3020.113770
	Iteration 17Q: 3 clusters Score -1177478 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1177540.750000 Penalty: 3020.113770
	Iteration 18Q: 3 clusters Score -1177541 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1177580.125000 Penalty: 3020.113770
	Iteration 19Q: 3 clusters Score -1177580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1177606.125000 Penalty: 3020.113770
	Iteration 20F: 3 clusters Score -1177606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1177634.875000 Penalty: 3020.113770
	Iteration 21Q: 3 clusters Score -1177635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1177659.750000 Penalty: 3020.113770
	Iteration 22Q: 3 clusters Score -1177660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1177676.000000 Penalty: 3020.113770
	Iteration 23Q: 3 clusters Score -1177676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1177691.750000 Penalty: 3020.113770
	Iteration 24Q: 3 clusters Score -1177692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1177701.375000 Penalty: 3020.113770
	Iteration 25Q: 3 clusters Score -1177701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1177717.500000 Penalty: 3020.113770
	Iteration 26Q: 3 clusters Score -1177718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1177731.375000 Penalty: 3020.113770
	Iteration 27Q: 3 clusters Score -1177731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1177744.250000 Penalty: 3020.113770
	Iteration 28Q: 3 clusters Score -1177744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1177751.250000 Penalty: 3020.113770
	Iteration 29Q: 3 clusters Score -1177751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1177760.875000 Penalty: 3020.113770
	Iteration 30Q: 3 clusters Score -1177761 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1177767.750000 Penalty: 3020.113770
	Iteration 31Q: 3 clusters Score -1177768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1177778.750000 Penalty: 3020.113770
	Iteration 32Q: 3 clusters Score -1177779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1177786.000000 Penalty: 3020.113770
	Iteration 33Q: 3 clusters Score -1177786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1177790.750000 Penalty: 3020.113770
	Iteration 34Q: 3 clusters Score -1177791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1177803.500000 Penalty: 3020.113770
	Iteration 35Q: 3 clusters Score -1177804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1177814.750000 Penalty: 3020.113770
	Iteration 36Q: 3 clusters Score -1177815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1177821.125000 Penalty: 3020.113770
	Iteration 37Q: 3 clusters Score -1177821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1177828.500000 Penalty: 3020.113770
	Iteration 38Q: 3 clusters Score -1177828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1177833.500000 Penalty: 3020.113770
	Iteration 39Q: 3 clusters Score -1177834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1177834.875000 Penalty: 3020.113770
	Iteration 40F: 3 clusters Score -1177835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1177838.500000 Penalty: 3020.113770
	Iteration 41Q: 3 clusters Score -1177838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1177840.750000 Penalty: 3020.113770
	Iteration 42Q: 3 clusters Score -1177841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1177844.375000 Penalty: 3020.113770
	Iteration 43Q: 3 clusters Score -1177844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1177843.875000 Penalty: 3020.113770
	Iteration 44Q: 3 clusters Score -1177844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1177848.250000 Penalty: 3020.113770
	Iteration 45Q: 3 clusters Score -1177848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1177845.750000 Penalty: 3020.113770
	Iteration 46Q: 3 clusters Score -1177846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1177849.500000 Penalty: 3020.113770
	Iteration 47Q: 3 clusters Score -1177850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1177850.000000 Penalty: 3020.113770
	Iteration 48Q: 3 clusters Score -1177850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1177850.500000 Penalty: 3020.113770
	Iteration 49Q: 3 clusters Score -1177850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1177852.125000 Penalty: 3020.113770
	Iteration 50Q: 3 clusters Score -1177852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1177855.000000 Penalty: 3020.113770
	Iteration 51Q: 3 clusters Score -1177855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1177857.625000 Penalty: 3020.113770
	Iteration 52Q: 3 clusters Score -1177858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1177859.125000 Penalty: 3020.113770
	Iteration 53Q: 3 clusters Score -1177859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1177856.500000 Penalty: 3020.113770
	Iteration 54Q: 3 clusters Score -1177856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1177859.375000 Penalty: 3020.113770
	Iteration 55Q: 3 clusters Score -1177859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1177859.875000 Penalty: 3020.113770
	Iteration 56Q: 3 clusters Score -1177860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1177860.125000 Penalty: 3020.113770
	Iteration 57Q: 3 clusters Score -1177860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1177859.000000 Penalty: 3020.113770
	Iteration 58Q: 3 clusters Score -1177859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1177860.750000 Penalty: 3020.113770
	Iteration 59Q: 3 clusters Score -1177861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1177859.750000 Penalty: 3020.113770
	Iteration 60F: 3 clusters Score -1177860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1177860.750000 Penalty: 3020.113770
	Iteration 61Q: 3 clusters Score -1177861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1177862.000000 Penalty: 3020.113770
	Iteration 62Q: 3 clusters Score -1177862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1177862.125000 Penalty: 3020.113770
	Iteration 63Q: 3 clusters Score -1177862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1177862.000000 Penalty: 3020.113770
	Iteration 64Q: 3 clusters Score -1177862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1177863.250000 Penalty: 3020.113770
	Iteration 65Q: 3 clusters Score -1177863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1177867.375000 Penalty: 3020.113770
	Iteration 66Q: 3 clusters Score -1177867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1177866.625000 Penalty: 3020.113770
	Iteration 67Q: 3 clusters Score -1177867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1177872.125000 Penalty: 3020.113770
	Iteration 68Q: 3 clusters Score -1177872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1177874.375000 Penalty: 3020.113770
	Iteration 69Q: 3 clusters Score -1177874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1177874.000000 Penalty: 3020.113770
	Iteration 70Q: 3 clusters Score -1177874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1177873.250000 Penalty: 3020.113770
	Iteration 71Q: 3 clusters Score -1177873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1177872.500000 Penalty: 3020.113770
	Iteration 72Q: 3 clusters Score -1177872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1177873.750000 Penalty: 3020.113770
	Iteration 73Q: 3 clusters Score -1177874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1177873.875000 Penalty: 3020.113770
	Iteration 74Q: 3 clusters Score -1177874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1177874.125000 Penalty: 3020.113770
	Iteration 75Q: 3 clusters Score -1177874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1177874.875000 Penalty: 3020.113770
	Iteration 76Q: 3 clusters Score -1177875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1177875.250000 Penalty: 3020.113770
	Iteration 77Q: 3 clusters Score -1177875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1177874.375000 Penalty: 3020.113770
	Iteration 78Q: 3 clusters Score -1177874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1177873.375000 Penalty: 3020.113770
	Iteration 79Q: 3 clusters Score -1177873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1177876.500000 Penalty: 3020.113770
	Iteration 80F: 3 clusters Score -1177876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1177875.500000 Penalty: 3020.113770
	Iteration 81Q: 3 clusters Score -1177876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1177874.000000 Penalty: 3020.113770
	Iteration 82Q: 3 clusters Score -1177874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1177874.000000 Penalty: 3020.113770
	Iteration 83F: 3 clusters Score -1177874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -91825.445312 Penalty: 1141.794312
	Iteration 0F: 2 clusters Score -91825.45 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 537 members 
Entering Unmasked Estep 
Score: -90368.500000 Penalty: 2283.588623
	Iteration 0F: 3 clusters Score -90368.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90846.671875 Penalty: 2283.588623
	Iteration 1F: 3 clusters Score -90846.67 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91223.898438 Penalty: 2283.588623
	Iteration 2F: 3 clusters Score -91223.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91752.382812 Penalty: 2283.588623
	Iteration 3F: 3 clusters Score -91752.38 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92529.132812 Penalty: 2283.588623
	Iteration 4F: 3 clusters Score -92529.13 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93258.031250 Penalty: 2283.588623
	Iteration 5F: 3 clusters Score -93258.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -93461.593750 Penalty: 2283.588623
	Iteration 6Q: 3 clusters Score -93461.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -93538.078125 Penalty: 2283.588623
	Iteration 7Q: 3 clusters Score -93538.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -93560.171875 Penalty: 2283.588623
	Iteration 8Q: 3 clusters Score -93560.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -93565.679688 Penalty: 2283.588623
	Iteration 9Q: 3 clusters Score -93565.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93570.101562 Penalty: 2283.588623
	Iteration 10Q: 3 clusters Score -93570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93570.421875 Penalty: 2283.588623
	Iteration 11Q: 3 clusters Score -93570.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -93571.203125 Penalty: 2283.588623
	Iteration 12Q: 3 clusters Score -93571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -93574.203125 Penalty: 2283.588623
	Iteration 13Q: 3 clusters Score -93574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -93575.765625 Penalty: 2283.588623
	Iteration 14F: 3 clusters Score -93575.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93586.976562 Penalty: 2283.588623
	Iteration 15Q: 3 clusters Score -93586.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93588.882812 Penalty: 2283.588623
	Iteration 16Q: 3 clusters Score -93588.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93588.882812 Penalty: 2283.588623
	Iteration 17F: 3 clusters Score -93588.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 104306 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 174238 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67086 members 
Mstep: Class 36 contains 179951 members 
Entering Unmasked Estep 
Score: -101024872.000000 Penalty: 80663.984375
Splitting cluster 3 changes total score from -101024176.000000 to -101024872.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (89278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Entering Unmasked Estep 
Score: -9715103.000000 Penalty: 1852.420410
	Iteration 0F: 2 clusters Score -9715103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -9655214.000000 Penalty: 3704.840820
	Iteration 0F: 3 clusters Score -9655214 nChanged 42691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -9679553.000000 Penalty: 3704.840820
	Iteration 1F: 3 clusters Score -9679553 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -9680108.000000 Penalty: 3704.840820
	Iteration 2Q: 3 clusters Score -9680108 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -9680776.000000 Penalty: 3704.840820
	Iteration 3Q: 3 clusters Score -9680776 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -9681575.000000 Penalty: 3704.840820
	Iteration 4Q: 3 clusters Score -9681575 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -9682893.000000 Penalty: 3704.840820
	Iteration 5Q: 3 clusters Score -9682893 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -9685261.000000 Penalty: 3704.840820
	Iteration 6F: 3 clusters Score -9685261 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -9689173.000000 Penalty: 3704.840820
	Iteration 7F: 3 clusters Score -9689173 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -9694876.000000 Penalty: 3704.840820
	Iteration 8F: 3 clusters Score -9694876 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -9701525.000000 Penalty: 3704.840820
	Iteration 9F: 3 clusters Score -9701525 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -9707113.000000 Penalty: 3704.840820
	Iteration 10F: 3 clusters Score -9707113 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -9710558.000000 Penalty: 3704.840820
	Iteration 11Q: 3 clusters Score -9710558 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -9712215.000000 Penalty: 3704.840820
	Iteration 12Q: 3 clusters Score -9712215 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -9712943.000000 Penalty: 3704.840820
	Iteration 13Q: 3 clusters Score -9712943 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 88833 members 
Entering Unmasked Estep 
Score: -9713199.000000 Penalty: 3704.840820
	Iteration 14Q: 3 clusters Score -9713199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -9713283.000000 Penalty: 3704.840820
	Iteration 15Q: 3 clusters Score -9713283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -9713341.000000 Penalty: 3704.840820
	Iteration 16Q: 3 clusters Score -9713341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -9713391.000000 Penalty: 3704.840820
	Iteration 17Q: 3 clusters Score -9713391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -9713421.000000 Penalty: 3704.840820
	Iteration 18Q: 3 clusters Score -9713421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -9713438.000000 Penalty: 3704.840820
	Iteration 19Q: 3 clusters Score -9713438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -9713443.000000 Penalty: 3704.840820
	Iteration 20F: 3 clusters Score -9713443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -9713439.000000 Penalty: 3704.840820
	Iteration 21Q: 3 clusters Score -9713439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -9713447.000000 Penalty: 3704.840820
	Iteration 22Q: 3 clusters Score -9713447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -9713447.000000 Penalty: 3704.840820
	Iteration 23Q: 3 clusters Score -9713447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -9713456.000000 Penalty: 3704.840820
	Iteration 24Q: 3 clusters Score -9713456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -9713457.000000 Penalty: 3704.840820
	Iteration 25Q: 3 clusters Score -9713457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -9713453.000000 Penalty: 3704.840820
	Iteration 26Q: 3 clusters Score -9713453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -9713453.000000 Penalty: 3704.840820
	Iteration 27F: 3 clusters Score -9713453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -683460.437500 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -683460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -678448.562500 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -678448.6 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -679912.937500 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -679912.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -680099.750000 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -680099.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -680231.437500 Penalty: 2860.624268
	Iteration 3Q: 3 clusters Score -680231.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -680323.437500 Penalty: 2860.624268
	Iteration 4Q: 3 clusters Score -680323.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -680399.812500 Penalty: 2860.624268
	Iteration 5Q: 3 clusters Score -680399.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -680482.000000 Penalty: 2860.624268
	Iteration 6Q: 3 clusters Score -680482 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -680561.875000 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -680561.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -680657.125000 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -680657.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -680769.937500 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -680769.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -680895.750000 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -680895.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -681035.625000 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -681035.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -681202.375000 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -681202.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -681396.250000 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -681396.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -681590.625000 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -681590.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -681753.437500 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -681753.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -681885.250000 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -681885.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -681998.312500 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -681998.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -682065.500000 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -682065.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -682123.750000 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -682123.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -682157.937500 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -682157.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -682190.312500 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -682190.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -682210.937500 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -682210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -682221.625000 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -682221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -682227.250000 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -682227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -682230.312500 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -682230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -682233.250000 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -682233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -682236.687500 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -682236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -682238.125000 Penalty: 2860.624268
	Iteration 28Q: 3 clusters Score -682238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -682240.000000 Penalty: 2860.624268
	Iteration 29Q: 3 clusters Score -682240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -682240.375000 Penalty: 2860.624268
	Iteration 30Q: 3 clusters Score -682240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -682243.312500 Penalty: 2860.624268
	Iteration 31Q: 3 clusters Score -682243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -682244.062500 Penalty: 2860.624268
	Iteration 32Q: 3 clusters Score -682244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -682246.062500 Penalty: 2860.624268
	Iteration 33Q: 3 clusters Score -682246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -682246.625000 Penalty: 2860.624268
	Iteration 34Q: 3 clusters Score -682246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -682249.625000 Penalty: 2860.624268
	Iteration 35Q: 3 clusters Score -682249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -682251.000000 Penalty: 2860.624268
	Iteration 36Q: 3 clusters Score -682251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -682252.250000 Penalty: 2860.624268
	Iteration 37Q: 3 clusters Score -682252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -682252.250000 Penalty: 2860.624268
	Iteration 38F: 3 clusters Score -682252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1152724.875000 Penalty: 1519.800903
	Iteration 0F: 2 clusters Score -1152725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1144552.375000 Penalty: 3039.601807
	Iteration 0F: 3 clusters Score -1144552 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1147372.625000 Penalty: 3039.601807
	Iteration 1F: 3 clusters Score -1147373 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1147798.500000 Penalty: 3039.601807
	Iteration 2F: 3 clusters Score -1147798 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1148234.125000 Penalty: 3039.601807
	Iteration 3F: 3 clusters Score -1148234 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1148572.500000 Penalty: 3039.601807
	Iteration 4F: 3 clusters Score -1148572 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1148898.875000 Penalty: 3039.601807
	Iteration 5F: 3 clusters Score -1148899 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1149222.375000 Penalty: 3039.601807
	Iteration 6F: 3 clusters Score -1149222 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1149549.750000 Penalty: 3039.601807
	Iteration 7Q: 3 clusters Score -1149550 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1149874.500000 Penalty: 3039.601807
	Iteration 8Q: 3 clusters Score -1149874 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1150194.125000 Penalty: 3039.601807
	Iteration 9Q: 3 clusters Score -1150194 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1150602.375000 Penalty: 3039.601807
	Iteration 10Q: 3 clusters Score -1150602 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1150966.500000 Penalty: 3039.601807
	Iteration 11Q: 3 clusters Score -1150966 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1151189.750000 Penalty: 3039.601807
	Iteration 12Q: 3 clusters Score -1151190 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1151310.750000 Penalty: 3039.601807
	Iteration 13Q: 3 clusters Score -1151311 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1151393.625000 Penalty: 3039.601807
	Iteration 14Q: 3 clusters Score -1151394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1151441.125000 Penalty: 3039.601807
	Iteration 15Q: 3 clusters Score -1151441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1151487.625000 Penalty: 3039.601807
	Iteration 16Q: 3 clusters Score -1151488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1151515.375000 Penalty: 3039.601807
	Iteration 17Q: 3 clusters Score -1151515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1151543.500000 Penalty: 3039.601807
	Iteration 18Q: 3 clusters Score -1151544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1151552.375000 Penalty: 3039.601807
	Iteration 19Q: 3 clusters Score -1151552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1151564.375000 Penalty: 3039.601807
	Iteration 20F: 3 clusters Score -1151564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1151572.750000 Penalty: 3039.601807
	Iteration 21Q: 3 clusters Score -1151573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1151579.625000 Penalty: 3039.601807
	Iteration 22Q: 3 clusters Score -1151580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1151587.500000 Penalty: 3039.601807
	Iteration 23Q: 3 clusters Score -1151588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1151596.250000 Penalty: 3039.601807
	Iteration 24Q: 3 clusters Score -1151596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1151601.125000 Penalty: 3039.601807
	Iteration 25Q: 3 clusters Score -1151601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1151607.000000 Penalty: 3039.601807
	Iteration 26Q: 3 clusters Score -1151607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1151610.625000 Penalty: 3039.601807
	Iteration 27Q: 3 clusters Score -1151611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1151612.875000 Penalty: 3039.601807
	Iteration 28Q: 3 clusters Score -1151613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1151618.500000 Penalty: 3039.601807
	Iteration 29Q: 3 clusters Score -1151618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1151619.875000 Penalty: 3039.601807
	Iteration 30Q: 3 clusters Score -1151620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1151623.500000 Penalty: 3039.601807
	Iteration 31Q: 3 clusters Score -1151624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1151624.500000 Penalty: 3039.601807
	Iteration 32Q: 3 clusters Score -1151624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1151624.000000 Penalty: 3039.601807
	Iteration 33Q: 3 clusters Score -1151624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1151622.000000 Penalty: 3039.601807
	Iteration 34Q: 3 clusters Score -1151622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1151623.875000 Penalty: 3039.601807
	Iteration 35Q: 3 clusters Score -1151624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1151622.250000 Penalty: 3039.601807
	Iteration 36Q: 3 clusters Score -1151622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1151623.500000 Penalty: 3039.601807
	Iteration 37Q: 3 clusters Score -1151624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1151626.250000 Penalty: 3039.601807
	Iteration 38Q: 3 clusters Score -1151626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1151627.500000 Penalty: 3039.601807
	Iteration 39Q: 3 clusters Score -1151628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1151627.000000 Penalty: 3039.601807
	Iteration 40F: 3 clusters Score -1151627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1151629.500000 Penalty: 3039.601807
	Iteration 41Q: 3 clusters Score -1151630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1151629.625000 Penalty: 3039.601807
	Iteration 42Q: 3 clusters Score -1151630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1151629.625000 Penalty: 3039.601807
	Iteration 43Q: 3 clusters Score -1151630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1151629.750000 Penalty: 3039.601807
	Iteration 44Q: 3 clusters Score -1151630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1151628.625000 Penalty: 3039.601807
	Iteration 45Q: 3 clusters Score -1151629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1151630.625000 Penalty: 3039.601807
	Iteration 46Q: 3 clusters Score -1151631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1151629.375000 Penalty: 3039.601807
	Iteration 47Q: 3 clusters Score -1151629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1151633.000000 Penalty: 3039.601807
	Iteration 48Q: 3 clusters Score -1151633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1151632.750000 Penalty: 3039.601807
	Iteration 49Q: 3 clusters Score -1151633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1151631.125000 Penalty: 3039.601807
	Iteration 50Q: 3 clusters Score -1151631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1151631.250000 Penalty: 3039.601807
	Iteration 51Q: 3 clusters Score -1151631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1151631.875000 Penalty: 3039.601807
	Iteration 52Q: 3 clusters Score -1151632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1151631.875000 Penalty: 3039.601807
	Iteration 53Q: 3 clusters Score -1151632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1151632.375000 Penalty: 3039.601807
	Iteration 54Q: 3 clusters Score -1151632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1151632.875000 Penalty: 3039.601807
	Iteration 55Q: 3 clusters Score -1151633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1151632.500000 Penalty: 3039.601807
	Iteration 56Q: 3 clusters Score -1151632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1151632.500000 Penalty: 3039.601807
	Iteration 57F: 3 clusters Score -1151632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Entering Unmasked Estep 
Score: -1021988.562500 Penalty: 1497.150879
	Iteration 0F: 2 clusters Score -1021989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1014754.250000 Penalty: 2994.301758
	Iteration 0F: 3 clusters Score -1014754 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1017228.375000 Penalty: 2994.301758
	Iteration 1F: 3 clusters Score -1017228 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1017589.875000 Penalty: 2994.301758
	Iteration 2F: 3 clusters Score -1017590 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1017927.812500 Penalty: 2994.301758
	Iteration 3F: 3 clusters Score -1017928 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1018189.062500 Penalty: 2994.301758
	Iteration 4F: 3 clusters Score -1018189 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1018427.000000 Penalty: 2994.301758
	Iteration 5Q: 3 clusters Score -1018427 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1018622.625000 Penalty: 2994.301758
	Iteration 6Q: 3 clusters Score -1018623 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1018806.375000 Penalty: 2994.301758
	Iteration 7Q: 3 clusters Score -1018806 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1018983.500000 Penalty: 2994.301758
	Iteration 8Q: 3 clusters Score -1018984 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1019142.062500 Penalty: 2994.301758
	Iteration 9Q: 3 clusters Score -1019142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1019287.937500 Penalty: 2994.301758
	Iteration 10Q: 3 clusters Score -1019288 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1019415.000000 Penalty: 2994.301758
	Iteration 11Q: 3 clusters Score -1019415 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1019526.625000 Penalty: 2994.301758
	Iteration 12Q: 3 clusters Score -1019527 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1019638.000000 Penalty: 2994.301758
	Iteration 13Q: 3 clusters Score -1019638 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1019765.687500 Penalty: 2994.301758
	Iteration 14Q: 3 clusters Score -1019766 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1019898.375000 Penalty: 2994.301758
	Iteration 15Q: 3 clusters Score -1019898 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1020010.750000 Penalty: 2994.301758
	Iteration 16Q: 3 clusters Score -1020011 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1020118.875000 Penalty: 2994.301758
	Iteration 17Q: 3 clusters Score -1020119 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1020225.000000 Penalty: 2994.301758
	Iteration 18Q: 3 clusters Score -1020225 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1020315.687500 Penalty: 2994.301758
	Iteration 19Q: 3 clusters Score -1020316 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1020385.062500 Penalty: 2994.301758
	Iteration 20F: 3 clusters Score -1020385 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1020450.937500 Penalty: 2994.301758
	Iteration 21Q: 3 clusters Score -1020451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1020507.875000 Penalty: 2994.301758
	Iteration 22Q: 3 clusters Score -1020508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1020560.687500 Penalty: 2994.301758
	Iteration 23Q: 3 clusters Score -1020561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1020601.375000 Penalty: 2994.301758
	Iteration 24Q: 3 clusters Score -1020601 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1020641.625000 Penalty: 2994.301758
	Iteration 25Q: 3 clusters Score -1020642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1020669.562500 Penalty: 2994.301758
	Iteration 26Q: 3 clusters Score -1020670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1020691.312500 Penalty: 2994.301758
	Iteration 27Q: 3 clusters Score -1020691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1020703.812500 Penalty: 2994.301758
	Iteration 28Q: 3 clusters Score -1020704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1020718.250000 Penalty: 2994.301758
	Iteration 29Q: 3 clusters Score -1020718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1020727.687500 Penalty: 2994.301758
	Iteration 30Q: 3 clusters Score -1020728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1020731.437500 Penalty: 2994.301758
	Iteration 31Q: 3 clusters Score -1020731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1020738.250000 Penalty: 2994.301758
	Iteration 32Q: 3 clusters Score -1020738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1020743.312500 Penalty: 2994.301758
	Iteration 33Q: 3 clusters Score -1020743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1020746.625000 Penalty: 2994.301758
	Iteration 34Q: 3 clusters Score -1020747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1020746.125000 Penalty: 2994.301758
	Iteration 35Q: 3 clusters Score -1020746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1020746.500000 Penalty: 2994.301758
	Iteration 36Q: 3 clusters Score -1020746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1020750.437500 Penalty: 2994.301758
	Iteration 37Q: 3 clusters Score -1020750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1020753.562500 Penalty: 2994.301758
	Iteration 38Q: 3 clusters Score -1020754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1020756.312500 Penalty: 2994.301758
	Iteration 39Q: 3 clusters Score -1020756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1020756.125000 Penalty: 2994.301758
	Iteration 40F: 3 clusters Score -1020756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1020758.000000 Penalty: 2994.301758
	Iteration 41Q: 3 clusters Score -1020758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1020758.812500 Penalty: 2994.301758
	Iteration 42Q: 3 clusters Score -1020759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1020759.750000 Penalty: 2994.301758
	Iteration 43Q: 3 clusters Score -1020760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1020758.312500 Penalty: 2994.301758
	Iteration 44Q: 3 clusters Score -1020758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1020758.312500 Penalty: 2994.301758
	Iteration 45F: 3 clusters Score -1020758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -172643.250000 Penalty: 1230.615234
	Iteration 0F: 2 clusters Score -172643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -170626.156250 Penalty: 2461.230469
	Iteration 0F: 3 clusters Score -170626.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -171378.781250 Penalty: 2461.230469
	Iteration 1F: 3 clusters Score -171378.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -171741.500000 Penalty: 2461.230469
	Iteration 2F: 3 clusters Score -171741.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -171986.796875 Penalty: 2461.230469
	Iteration 3F: 3 clusters Score -171986.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -172126.968750 Penalty: 2461.230469
	Iteration 4F: 3 clusters Score -172127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -172211.281250 Penalty: 2461.230469
	Iteration 5Q: 3 clusters Score -172211.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -172292.718750 Penalty: 2461.230469
	Iteration 6Q: 3 clusters Score -172292.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -172370.359375 Penalty: 2461.230469
	Iteration 7Q: 3 clusters Score -172370.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -172480.406250 Penalty: 2461.230469
	Iteration 8Q: 3 clusters Score -172480.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -172606.140625 Penalty: 2461.230469
	Iteration 9Q: 3 clusters Score -172606.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -172634.859375 Penalty: 2461.230469
	Iteration 10Q: 3 clusters Score -172634.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -172658.578125 Penalty: 2461.230469
	Iteration 11Q: 3 clusters Score -172658.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -172673.250000 Penalty: 2461.230469
	Iteration 12Q: 3 clusters Score -172673.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -172683.609375 Penalty: 2461.230469
	Iteration 13Q: 3 clusters Score -172683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -172689.656250 Penalty: 2461.230469
	Iteration 14Q: 3 clusters Score -172689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -172692.203125 Penalty: 2461.230469
	Iteration 15Q: 3 clusters Score -172692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -172693.875000 Penalty: 2461.230469
	Iteration 16Q: 3 clusters Score -172693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -172694.828125 Penalty: 2461.230469
	Iteration 17Q: 3 clusters Score -172694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -172695.906250 Penalty: 2461.230469
	Iteration 18Q: 3 clusters Score -172695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -172695.906250 Penalty: 2461.230469
	Iteration 19F: 3 clusters Score -172695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 104306 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 174238 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67086 members 
Mstep: Class 36 contains 179951 members 
Mstep: Class 37 contains 1345 members 
Entering Unmasked Estep 
Score: -101023832.000000 Penalty: 82904.648438
Splitting cluster 8 changes total score from -101024176.000000 to -101023832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Entering Unmasked Estep 
Score: -1063325.875000 Penalty: 1509.892212
	Iteration 0F: 2 clusters Score -1063326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1055724.000000 Penalty: 3019.784424
	Iteration 0F: 3 clusters Score -1055724 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1058412.125000 Penalty: 3019.784424
	Iteration 1F: 3 clusters Score -1058412 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1058854.000000 Penalty: 3019.784424
	Iteration 2F: 3 clusters Score -1058854 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1059302.125000 Penalty: 3019.784424
	Iteration 3F: 3 clusters Score -1059302 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1059706.250000 Penalty: 3019.784424
	Iteration 4F: 3 clusters Score -1059706 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1060085.000000 Penalty: 3019.784424
	Iteration 5F: 3 clusters Score -1060085 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1060441.000000 Penalty: 3019.784424
	Iteration 6F: 3 clusters Score -1060441 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1060779.125000 Penalty: 3019.784424
	Iteration 7F: 3 clusters Score -1060779 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1061038.750000 Penalty: 3019.784424
	Iteration 8Q: 3 clusters Score -1061039 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1061236.125000 Penalty: 3019.784424
	Iteration 9Q: 3 clusters Score -1061236 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1061423.875000 Penalty: 3019.784424
	Iteration 10Q: 3 clusters Score -1061424 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1061607.250000 Penalty: 3019.784424
	Iteration 11Q: 3 clusters Score -1061607 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1061794.375000 Penalty: 3019.784424
	Iteration 12Q: 3 clusters Score -1061794 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1061945.125000 Penalty: 3019.784424
	Iteration 13Q: 3 clusters Score -1061945 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1062076.125000 Penalty: 3019.784424
	Iteration 14Q: 3 clusters Score -1062076 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1062187.750000 Penalty: 3019.784424
	Iteration 15Q: 3 clusters Score -1062188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1062301.000000 Penalty: 3019.784424
	Iteration 16Q: 3 clusters Score -1062301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1062388.000000 Penalty: 3019.784424
	Iteration 17Q: 3 clusters Score -1062388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1062476.875000 Penalty: 3019.784424
	Iteration 18Q: 3 clusters Score -1062477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1062541.000000 Penalty: 3019.784424
	Iteration 19Q: 3 clusters Score -1062541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1062590.750000 Penalty: 3019.784424
	Iteration 20F: 3 clusters Score -1062591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1062637.500000 Penalty: 3019.784424
	Iteration 21Q: 3 clusters Score -1062638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1062678.625000 Penalty: 3019.784424
	Iteration 22Q: 3 clusters Score -1062679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1062713.625000 Penalty: 3019.784424
	Iteration 23Q: 3 clusters Score -1062714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1062727.250000 Penalty: 3019.784424
	Iteration 24Q: 3 clusters Score -1062727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1062740.375000 Penalty: 3019.784424
	Iteration 25Q: 3 clusters Score -1062740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1062747.125000 Penalty: 3019.784424
	Iteration 26Q: 3 clusters Score -1062747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1062747.625000 Penalty: 3019.784424
	Iteration 27Q: 3 clusters Score -1062748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1062749.750000 Penalty: 3019.784424
	Iteration 28Q: 3 clusters Score -1062750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1062752.250000 Penalty: 3019.784424
	Iteration 29Q: 3 clusters Score -1062752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1062754.875000 Penalty: 3019.784424
	Iteration 30Q: 3 clusters Score -1062755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1062754.625000 Penalty: 3019.784424
	Iteration 31Q: 3 clusters Score -1062755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1062757.625000 Penalty: 3019.784424
	Iteration 32Q: 3 clusters Score -1062758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1062757.625000 Penalty: 3019.784424
	Iteration 33F: 3 clusters Score -1062758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Entering Unmasked Estep 
Score: -11183954.000000 Penalty: 1877.701172
	Iteration 0F: 2 clusters Score -1.118395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -11114445.000000 Penalty: 3755.402344
	Iteration 0F: 3 clusters Score -1.111444e+07 nChanged 50173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -11143433.000000 Penalty: 3755.402344
	Iteration 1F: 3 clusters Score -1.114343e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -11144102.000000 Penalty: 3755.402344
	Iteration 2Q: 3 clusters Score -1.11441e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -11144808.000000 Penalty: 3755.402344
	Iteration 3Q: 3 clusters Score -1.114481e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -11145565.000000 Penalty: 3755.402344
	Iteration 4Q: 3 clusters Score -1.114556e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -11146462.000000 Penalty: 3755.402344
	Iteration 5Q: 3 clusters Score -1.114646e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -11147555.000000 Penalty: 3755.402344
	Iteration 6Q: 3 clusters Score -1.114756e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -11148859.000000 Penalty: 3755.402344
	Iteration 7Q: 3 clusters Score -1.114886e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -11150456.000000 Penalty: 3755.402344
	Iteration 8Q: 3 clusters Score -1.115046e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -11152216.000000 Penalty: 3755.402344
	Iteration 9Q: 3 clusters Score -1.115222e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -11154251.000000 Penalty: 3755.402344
	Iteration 10Q: 3 clusters Score -1.115425e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -11156488.000000 Penalty: 3755.402344
	Iteration 11F: 3 clusters Score -1.115649e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -11159042.000000 Penalty: 3755.402344
	Iteration 12F: 3 clusters Score -1.115904e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -11162105.000000 Penalty: 3755.402344
	Iteration 13F: 3 clusters Score -1.11621e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -11165536.000000 Penalty: 3755.402344
	Iteration 14F: 3 clusters Score -1.116554e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -11169231.000000 Penalty: 3755.402344
	Iteration 15F: 3 clusters Score -1.116923e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -11172933.000000 Penalty: 3755.402344
	Iteration 16Q: 3 clusters Score -1.117293e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -11176087.000000 Penalty: 3755.402344
	Iteration 17Q: 3 clusters Score -1.117609e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -11178861.000000 Penalty: 3755.402344
	Iteration 18Q: 3 clusters Score -1.117886e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -11180766.000000 Penalty: 3755.402344
	Iteration 19Q: 3 clusters Score -1.118077e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 102224 members 
Entering Unmasked Estep 
Score: -11182047.000000 Penalty: 3755.402344
	Iteration 20F: 3 clusters Score -1.118205e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -11182757.000000 Penalty: 3755.402344
	Iteration 21Q: 3 clusters Score -1.118276e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -11183116.000000 Penalty: 3755.402344
	Iteration 22Q: 3 clusters Score -1.118312e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -11183242.000000 Penalty: 3755.402344
	Iteration 23Q: 3 clusters Score -1.118324e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -11183363.000000 Penalty: 3755.402344
	Iteration 24Q: 3 clusters Score -1.118336e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -11183447.000000 Penalty: 3755.402344
	Iteration 25Q: 3 clusters Score -1.118345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -11183539.000000 Penalty: 3755.402344
	Iteration 26Q: 3 clusters Score -1.118354e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -11183665.000000 Penalty: 3755.402344
	Iteration 27Q: 3 clusters Score -1.118366e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -11183747.000000 Penalty: 3755.402344
	Iteration 28Q: 3 clusters Score -1.118375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -11183819.000000 Penalty: 3755.402344
	Iteration 29Q: 3 clusters Score -1.118382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -11183830.000000 Penalty: 3755.402344
	Iteration 30Q: 3 clusters Score -1.118383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -11183851.000000 Penalty: 3755.402344
	Iteration 31Q: 3 clusters Score -1.118385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -11183868.000000 Penalty: 3755.402344
	Iteration 32Q: 3 clusters Score -1.118387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 103601 members 
Entering Unmasked Estep 
Score: -11183879.000000 Penalty: 3755.402344
	Iteration 33Q: 3 clusters Score -1.118388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -11183888.000000 Penalty: 3755.402344
	Iteration 34Q: 3 clusters Score -1.118389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -11183879.000000 Penalty: 3755.402344
	Iteration 35Q: 3 clusters Score -1.118388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -11183891.000000 Penalty: 3755.402344
	Iteration 36Q: 3 clusters Score -1.118389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -11183886.000000 Penalty: 3755.402344
	Iteration 37Q: 3 clusters Score -1.118389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 103571 members 
Entering Unmasked Estep 
Score: -11183892.000000 Penalty: 3755.402344
	Iteration 38Q: 3 clusters Score -1.118389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -11183887.000000 Penalty: 3755.402344
	Iteration 39Q: 3 clusters Score -1.118389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -11183894.000000 Penalty: 3755.402344
	Iteration 40F: 3 clusters Score -1.118389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -11183908.000000 Penalty: 3755.402344
	Iteration 41Q: 3 clusters Score -1.118391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -11183907.000000 Penalty: 3755.402344
	Iteration 42Q: 3 clusters Score -1.118391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -11183936.000000 Penalty: 3755.402344
	Iteration 43Q: 3 clusters Score -1.118394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -11183969.000000 Penalty: 3755.402344
	Iteration 44Q: 3 clusters Score -1.118397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -11183972.000000 Penalty: 3755.402344
	Iteration 45Q: 3 clusters Score -1.118397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -11183970.000000 Penalty: 3755.402344
	Iteration 46Q: 3 clusters Score -1.118397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -11183980.000000 Penalty: 3755.402344
	Iteration 47Q: 3 clusters Score -1.118398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -11183986.000000 Penalty: 3755.402344
	Iteration 48Q: 3 clusters Score -1.118399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -11183990.000000 Penalty: 3755.402344
	Iteration 49Q: 3 clusters Score -1.118399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -11183996.000000 Penalty: 3755.402344
	Iteration 50Q: 3 clusters Score -1.1184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -11184010.000000 Penalty: 3755.402344
	Iteration 51Q: 3 clusters Score -1.118401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -11184010.000000 Penalty: 3755.402344
	Iteration 52Q: 3 clusters Score -1.118401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -11184009.000000 Penalty: 3755.402344
	Iteration 53Q: 3 clusters Score -1.118401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -11184010.000000 Penalty: 3755.402344
	Iteration 54Q: 3 clusters Score -1.118401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 103371 members 
Entering Unmasked Estep 
Score: -11184012.000000 Penalty: 3755.402344
	Iteration 55Q: 3 clusters Score -1.118401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -11184016.000000 Penalty: 3755.402344
	Iteration 56Q: 3 clusters Score -1.118402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -11184022.000000 Penalty: 3755.402344
	Iteration 57Q: 3 clusters Score -1.118402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 103359 members 
Entering Unmasked Estep 
Score: -11184025.000000 Penalty: 3755.402344
	Iteration 58Q: 3 clusters Score -1.118402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -11184025.000000 Penalty: 3755.402344
	Iteration 59Q: 3 clusters Score -1.118402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 103356 members 
Entering Unmasked Estep 
Score: -11184024.000000 Penalty: 3755.402344
	Iteration 60F: 3 clusters Score -1.118402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -11184026.000000 Penalty: 3755.402344
	Iteration 61Q: 3 clusters Score -1.118403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 103351 members 
Entering Unmasked Estep 
Score: -11184019.000000 Penalty: 3755.402344
	Iteration 62Q: 3 clusters Score -1.118402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -11184029.000000 Penalty: 3755.402344
	Iteration 63Q: 3 clusters Score -1.118403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -11184029.000000 Penalty: 3755.402344
	Iteration 64F: 3 clusters Score -1.118403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 174238 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67086 members 
Mstep: Class 36 contains 179951 members 
Mstep: Class 37 contains 103349 members 
Entering Unmasked Estep 
Score: -101024680.000000 Penalty: 82904.648438
Splitting cluster 10 changes total score from -101024176.000000 to -101024680.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (16154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Entering Unmasked Estep 
Score: -1725344.625000 Penalty: 1574.612549
	Iteration 0F: 2 clusters Score -1725345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1714231.375000 Penalty: 3149.225098
	Iteration 0F: 3 clusters Score -1714231 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1718016.750000 Penalty: 3149.225098
	Iteration 1F: 3 clusters Score -1718017 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1718316.250000 Penalty: 3149.225098
	Iteration 2Q: 3 clusters Score -1718316 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1718620.625000 Penalty: 3149.225098
	Iteration 3Q: 3 clusters Score -1718621 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1718912.125000 Penalty: 3149.225098
	Iteration 4Q: 3 clusters Score -1718912 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1719223.250000 Penalty: 3149.225098
	Iteration 5Q: 3 clusters Score -1719223 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1719602.875000 Penalty: 3149.225098
	Iteration 6Q: 3 clusters Score -1719603 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1720155.375000 Penalty: 3149.225098
	Iteration 7F: 3 clusters Score -1720155 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1720902.125000 Penalty: 3149.225098
	Iteration 8F: 3 clusters Score -1720902 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1721845.875000 Penalty: 3149.225098
	Iteration 9F: 3 clusters Score -1721846 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1722850.750000 Penalty: 3149.225098
	Iteration 10F: 3 clusters Score -1722851 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1723763.375000 Penalty: 3149.225098
	Iteration 11Q: 3 clusters Score -1723763 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1724369.125000 Penalty: 3149.225098
	Iteration 12Q: 3 clusters Score -1724369 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1724632.125000 Penalty: 3149.225098
	Iteration 13Q: 3 clusters Score -1724632 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1724748.125000 Penalty: 3149.225098
	Iteration 14Q: 3 clusters Score -1724748 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1724829.625000 Penalty: 3149.225098
	Iteration 15Q: 3 clusters Score -1724830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1724881.000000 Penalty: 3149.225098
	Iteration 16Q: 3 clusters Score -1724881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1724922.625000 Penalty: 3149.225098
	Iteration 17Q: 3 clusters Score -1724923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1724949.625000 Penalty: 3149.225098
	Iteration 18Q: 3 clusters Score -1724950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1724972.625000 Penalty: 3149.225098
	Iteration 19Q: 3 clusters Score -1724973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1725002.250000 Penalty: 3149.225098
	Iteration 20F: 3 clusters Score -1725002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1725022.125000 Penalty: 3149.225098
	Iteration 21Q: 3 clusters Score -1725022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1725033.250000 Penalty: 3149.225098
	Iteration 22Q: 3 clusters Score -1725033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1725040.500000 Penalty: 3149.225098
	Iteration 23Q: 3 clusters Score -1725040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1725045.250000 Penalty: 3149.225098
	Iteration 24Q: 3 clusters Score -1725045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1725050.750000 Penalty: 3149.225098
	Iteration 25Q: 3 clusters Score -1725051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1725053.875000 Penalty: 3149.225098
	Iteration 26Q: 3 clusters Score -1725054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1725056.875000 Penalty: 3149.225098
	Iteration 27Q: 3 clusters Score -1725057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1725060.125000 Penalty: 3149.225098
	Iteration 28Q: 3 clusters Score -1725060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1725061.250000 Penalty: 3149.225098
	Iteration 29Q: 3 clusters Score -1725061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1725065.750000 Penalty: 3149.225098
	Iteration 30Q: 3 clusters Score -1725066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1725065.125000 Penalty: 3149.225098
	Iteration 31Q: 3 clusters Score -1725065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1725065.625000 Penalty: 3149.225098
	Iteration 32Q: 3 clusters Score -1725066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1725071.875000 Penalty: 3149.225098
	Iteration 33Q: 3 clusters Score -1725072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1725073.250000 Penalty: 3149.225098
	Iteration 34Q: 3 clusters Score -1725073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1725070.625000 Penalty: 3149.225098
	Iteration 35Q: 3 clusters Score -1725071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1725070.625000 Penalty: 3149.225098
	Iteration 36F: 3 clusters Score -1725071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Entering Unmasked Estep 
Score: -1447139.625000 Penalty: 1553.467407
	Iteration 0F: 2 clusters Score -1447140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1437328.500000 Penalty: 3106.934814
	Iteration 0F: 3 clusters Score -1437328 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1440843.375000 Penalty: 3106.934814
	Iteration 1F: 3 clusters Score -1440843 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1441109.250000 Penalty: 3106.934814
	Iteration 2F: 3 clusters Score -1441109 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1441330.500000 Penalty: 3106.934814
	Iteration 3Q: 3 clusters Score -1441330 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1441551.875000 Penalty: 3106.934814
	Iteration 4Q: 3 clusters Score -1441552 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1441791.000000 Penalty: 3106.934814
	Iteration 5Q: 3 clusters Score -1441791 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1442084.750000 Penalty: 3106.934814
	Iteration 6Q: 3 clusters Score -1442085 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1442491.125000 Penalty: 3106.934814
	Iteration 7F: 3 clusters Score -1442491 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1443019.375000 Penalty: 3106.934814
	Iteration 8F: 3 clusters Score -1443019 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1443627.000000 Penalty: 3106.934814
	Iteration 9F: 3 clusters Score -1443627 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1444149.750000 Penalty: 3106.934814
	Iteration 10F: 3 clusters Score -1444150 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1444613.000000 Penalty: 3106.934814
	Iteration 11Q: 3 clusters Score -1444613 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1444960.875000 Penalty: 3106.934814
	Iteration 12Q: 3 clusters Score -1444961 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1445234.250000 Penalty: 3106.934814
	Iteration 13Q: 3 clusters Score -1445234 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1445421.125000 Penalty: 3106.934814
	Iteration 14Q: 3 clusters Score -1445421 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1445553.625000 Penalty: 3106.934814
	Iteration 15Q: 3 clusters Score -1445554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1445629.000000 Penalty: 3106.934814
	Iteration 16Q: 3 clusters Score -1445629 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1445692.000000 Penalty: 3106.934814
	Iteration 17Q: 3 clusters Score -1445692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1445743.500000 Penalty: 3106.934814
	Iteration 18Q: 3 clusters Score -1445744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1445777.000000 Penalty: 3106.934814
	Iteration 19Q: 3 clusters Score -1445777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1445806.000000 Penalty: 3106.934814
	Iteration 20F: 3 clusters Score -1445806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1445826.250000 Penalty: 3106.934814
	Iteration 21Q: 3 clusters Score -1445826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1445843.375000 Penalty: 3106.934814
	Iteration 22Q: 3 clusters Score -1445843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1445851.750000 Penalty: 3106.934814
	Iteration 23Q: 3 clusters Score -1445852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1445853.250000 Penalty: 3106.934814
	Iteration 24Q: 3 clusters Score -1445853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1445855.250000 Penalty: 3106.934814
	Iteration 25Q: 3 clusters Score -1445855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1445860.750000 Penalty: 3106.934814
	Iteration 26Q: 3 clusters Score -1445861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1445866.875000 Penalty: 3106.934814
	Iteration 27Q: 3 clusters Score -1445867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1445871.500000 Penalty: 3106.934814
	Iteration 28Q: 3 clusters Score -1445872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1445872.250000 Penalty: 3106.934814
	Iteration 29Q: 3 clusters Score -1445872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1445871.125000 Penalty: 3106.934814
	Iteration 30Q: 3 clusters Score -1445871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1445872.250000 Penalty: 3106.934814
	Iteration 31Q: 3 clusters Score -1445872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1445872.250000 Penalty: 3106.934814
	Iteration 32F: 3 clusters Score -1445872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (174238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174238 members 
Entering Unmasked Estep 
Score: -18433890.000000 Penalty: 1961.078857
	Iteration 0F: 2 clusters Score -1.843389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -18317424.000000 Penalty: 3922.157715
	Iteration 0F: 3 clusters Score -1.831742e+07 nChanged 83928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -18367488.000000 Penalty: 3922.157715
	Iteration 1F: 3 clusters Score -1.836749e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 91790 members 
Entering Unmasked Estep 
Score: -18368972.000000 Penalty: 3922.157715
	Iteration 2Q: 3 clusters Score -1.836897e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -18370980.000000 Penalty: 3922.157715
	Iteration 3Q: 3 clusters Score -1.837098e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 98062 members 
Entering Unmasked Estep 
Score: -18373754.000000 Penalty: 3922.157715
	Iteration 4Q: 3 clusters Score -1.837375e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -18378054.000000 Penalty: 3922.157715
	Iteration 5F: 3 clusters Score -1.837805e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -18384692.000000 Penalty: 3922.157715
	Iteration 6F: 3 clusters Score -1.838469e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 118627 members 
Entering Unmasked Estep 
Score: -18393778.000000 Penalty: 3922.157715
	Iteration 7F: 3 clusters Score -1.839378e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -18403326.000000 Penalty: 3922.157715
	Iteration 8F: 3 clusters Score -1.840333e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 134003 members 
Entering Unmasked Estep 
Score: -18411000.000000 Penalty: 3922.157715
	Iteration 9F: 3 clusters Score -1.8411e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 139442 members 
Entering Unmasked Estep 
Score: -18415804.000000 Penalty: 3922.157715
	Iteration 10Q: 3 clusters Score -1.84158e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 144195 members 
Entering Unmasked Estep 
Score: -18419024.000000 Penalty: 3922.157715
	Iteration 11Q: 3 clusters Score -1.841902e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 148640 members 
Entering Unmasked Estep 
Score: -18421786.000000 Penalty: 3922.157715
	Iteration 12Q: 3 clusters Score -1.842179e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 152620 members 
Entering Unmasked Estep 
Score: -18424348.000000 Penalty: 3922.157715
	Iteration 13Q: 3 clusters Score -1.842435e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -18426790.000000 Penalty: 3922.157715
	Iteration 14Q: 3 clusters Score -1.842679e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -18429046.000000 Penalty: 3922.157715
	Iteration 15Q: 3 clusters Score -1.842905e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 161837 members 
Entering Unmasked Estep 
Score: -18430994.000000 Penalty: 3922.157715
	Iteration 16Q: 3 clusters Score -1.843099e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -18432378.000000 Penalty: 3922.157715
	Iteration 17Q: 3 clusters Score -1.843238e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -18433212.000000 Penalty: 3922.157715
	Iteration 18Q: 3 clusters Score -1.843321e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 166072 members 
Entering Unmasked Estep 
Score: -18433672.000000 Penalty: 3922.157715
	Iteration 19Q: 3 clusters Score -1.843367e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 166794 members 
Entering Unmasked Estep 
Score: -18433886.000000 Penalty: 3922.157715
	Iteration 20F: 3 clusters Score -1.843389e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 167343 members 
Entering Unmasked Estep 
Score: -18434078.000000 Penalty: 3922.157715
	Iteration 21Q: 3 clusters Score -1.843408e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 167807 members 
Entering Unmasked Estep 
Score: -18434130.000000 Penalty: 3922.157715
	Iteration 22Q: 3 clusters Score -1.843413e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -18434182.000000 Penalty: 3922.157715
	Iteration 23Q: 3 clusters Score -1.843418e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -18434182.000000 Penalty: 3922.157715
	Iteration 24Q: 3 clusters Score -1.843418e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 168718 members 
Entering Unmasked Estep 
Score: -18434222.000000 Penalty: 3922.157715
	Iteration 25Q: 3 clusters Score -1.843422e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 168905 members 
Entering Unmasked Estep 
Score: -18434278.000000 Penalty: 3922.157715
	Iteration 26Q: 3 clusters Score -1.843428e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 169031 members 
Entering Unmasked Estep 
Score: -18434284.000000 Penalty: 3922.157715
	Iteration 27Q: 3 clusters Score -1.843428e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -18434306.000000 Penalty: 3922.157715
	Iteration 28Q: 3 clusters Score -1.843431e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -18434312.000000 Penalty: 3922.157715
	Iteration 29Q: 3 clusters Score -1.843431e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 169272 members 
Entering Unmasked Estep 
Score: -18434276.000000 Penalty: 3922.157715
	Iteration 30Q: 3 clusters Score -1.843428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 169318 members 
Entering Unmasked Estep 
Score: -18434262.000000 Penalty: 3922.157715
	Iteration 31Q: 3 clusters Score -1.843426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 169358 members 
Entering Unmasked Estep 
Score: -18434252.000000 Penalty: 3922.157715
	Iteration 32Q: 3 clusters Score -1.843425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18434240.000000 Penalty: 3922.157715
	Iteration 33Q: 3 clusters Score -1.843424e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -18434264.000000 Penalty: 3922.157715
	Iteration 34Q: 3 clusters Score -1.843426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 169480 members 
Entering Unmasked Estep 
Score: -18434268.000000 Penalty: 3922.157715
	Iteration 35Q: 3 clusters Score -1.843427e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -18434248.000000 Penalty: 3922.157715
	Iteration 36Q: 3 clusters Score -1.843425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 169547 members 
Entering Unmasked Estep 
Score: -18434268.000000 Penalty: 3922.157715
	Iteration 37Q: 3 clusters Score -1.843427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -18434250.000000 Penalty: 3922.157715
	Iteration 38Q: 3 clusters Score -1.843425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 169593 members 
Entering Unmasked Estep 
Score: -18434240.000000 Penalty: 3922.157715
	Iteration 39Q: 3 clusters Score -1.843424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 169612 members 
Entering Unmasked Estep 
Score: -18434262.000000 Penalty: 3922.157715
	Iteration 40F: 3 clusters Score -1.843426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -18434270.000000 Penalty: 3922.157715
	Iteration 41Q: 3 clusters Score -1.843427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 169664 members 
Entering Unmasked Estep 
Score: -18434266.000000 Penalty: 3922.157715
	Iteration 42Q: 3 clusters Score -1.843427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 169694 members 
Entering Unmasked Estep 
Score: -18434270.000000 Penalty: 3922.157715
	Iteration 43Q: 3 clusters Score -1.843427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 169721 members 
Entering Unmasked Estep 
Score: -18434274.000000 Penalty: 3922.157715
	Iteration 44Q: 3 clusters Score -1.843427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -18434254.000000 Penalty: 3922.157715
	Iteration 45Q: 3 clusters Score -1.843425e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 169801 members 
Entering Unmasked Estep 
Score: -18434252.000000 Penalty: 3922.157715
	Iteration 46Q: 3 clusters Score -1.843425e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 169840 members 
Entering Unmasked Estep 
Score: -18434252.000000 Penalty: 3922.157715
	Iteration 47Q: 3 clusters Score -1.843425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -18434238.000000 Penalty: 3922.157715
	Iteration 48Q: 3 clusters Score -1.843424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 169930 members 
Entering Unmasked Estep 
Score: -18434222.000000 Penalty: 3922.157715
	Iteration 49Q: 3 clusters Score -1.843422e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -18434214.000000 Penalty: 3922.157715
	Iteration 50Q: 3 clusters Score -1.843421e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 170008 members 
Entering Unmasked Estep 
Score: -18434242.000000 Penalty: 3922.157715
	Iteration 51Q: 3 clusters Score -1.843424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 170040 members 
Entering Unmasked Estep 
Score: -18434258.000000 Penalty: 3922.157715
	Iteration 52Q: 3 clusters Score -1.843426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 170064 members 
Entering Unmasked Estep 
Score: -18434278.000000 Penalty: 3922.157715
	Iteration 53Q: 3 clusters Score -1.843428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -18434272.000000 Penalty: 3922.157715
	Iteration 54Q: 3 clusters Score -1.843427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 170104 members 
Entering Unmasked Estep 
Score: -18434272.000000 Penalty: 3922.157715
	Iteration 55Q: 3 clusters Score -1.843427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -18434278.000000 Penalty: 3922.157715
	Iteration 56Q: 3 clusters Score -1.843428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 170134 members 
Entering Unmasked Estep 
Score: -18434288.000000 Penalty: 3922.157715
	Iteration 57Q: 3 clusters Score -1.843429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 170154 members 
Entering Unmasked Estep 
Score: -18434292.000000 Penalty: 3922.157715
	Iteration 58Q: 3 clusters Score -1.843429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -18434288.000000 Penalty: 3922.157715
	Iteration 59Q: 3 clusters Score -1.843429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 170176 members 
Entering Unmasked Estep 
Score: -18434280.000000 Penalty: 3922.157715
	Iteration 60F: 3 clusters Score -1.843428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -18434290.000000 Penalty: 3922.157715
	Iteration 61Q: 3 clusters Score -1.843429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -18434286.000000 Penalty: 3922.157715
	Iteration 62Q: 3 clusters Score -1.843429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -18434298.000000 Penalty: 3922.157715
	Iteration 63Q: 3 clusters Score -1.84343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -18434288.000000 Penalty: 3922.157715
	Iteration 64Q: 3 clusters Score -1.843429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -18434290.000000 Penalty: 3922.157715
	Iteration 65Q: 3 clusters Score -1.843429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -18434288.000000 Penalty: 3922.157715
	Iteration 66Q: 3 clusters Score -1.843429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -18434278.000000 Penalty: 3922.157715
	Iteration 67Q: 3 clusters Score -1.843428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -18434296.000000 Penalty: 3922.157715
	Iteration 68Q: 3 clusters Score -1.84343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 170218 members 
Entering Unmasked Estep 
Score: -18434294.000000 Penalty: 3922.157715
	Iteration 69Q: 3 clusters Score -1.843429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -18434306.000000 Penalty: 3922.157715
	Iteration 70Q: 3 clusters Score -1.843431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -18434300.000000 Penalty: 3922.157715
	Iteration 71Q: 3 clusters Score -1.84343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -18434300.000000 Penalty: 3922.157715
	Iteration 72Q: 3 clusters Score -1.84343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -18434300.000000 Penalty: 3922.157715
	Iteration 73F: 3 clusters Score -1.84343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67086 members 
Mstep: Class 36 contains 179951 members 
Mstep: Class 37 contains 103349 members 
Mstep: Class 38 contains 170221 members 
Entering Unmasked Estep 
Score: -101024568.000000 Penalty: 85145.320312
Splitting cluster 13 changes total score from -101024176.000000 to -101024568.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -62258.195312 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -62258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61007.972656 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -61007.97 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61208.941406 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -61208.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61300.554688 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -61300.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61359.503906 Penalty: 2119.680176
	Iteration 3Q: 3 clusters Score -61359.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61406.550781 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -61406.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61493.792969 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -61493.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61558.632812 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -61558.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61595.382812 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -61595.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61625.792969 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -61625.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61665.648438 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -61665.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61692.410156 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -61692.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61713.890625 Penalty: 2119.680176
	Iteration 11Q: 3 clusters Score -61713.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61728.222656 Penalty: 2119.680176
	Iteration 12Q: 3 clusters Score -61728.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61736.941406 Penalty: 2119.680176
	Iteration 13Q: 3 clusters Score -61736.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61746.843750 Penalty: 2119.680176
	Iteration 14Q: 3 clusters Score -61746.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61754.156250 Penalty: 2119.680176
	Iteration 15Q: 3 clusters Score -61754.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61759.949219 Penalty: 2119.680176
	Iteration 16Q: 3 clusters Score -61759.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61763.191406 Penalty: 2119.680176
	Iteration 17Q: 3 clusters Score -61763.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61764.914062 Penalty: 2119.680176
	Iteration 18Q: 3 clusters Score -61764.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61772.058594 Penalty: 2119.680176
	Iteration 19Q: 3 clusters Score -61772.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61784.761719 Penalty: 2119.680176
	Iteration 20F: 3 clusters Score -61784.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61800.523438 Penalty: 2119.680176
	Iteration 21Q: 3 clusters Score -61800.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61814.507812 Penalty: 2119.680176
	Iteration 22Q: 3 clusters Score -61814.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61819.167969 Penalty: 2119.680176
	Iteration 23Q: 3 clusters Score -61819.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61826.890625 Penalty: 2119.680176
	Iteration 24Q: 3 clusters Score -61826.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61836.292969 Penalty: 2119.680176
	Iteration 25Q: 3 clusters Score -61836.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61839.132812 Penalty: 2119.680176
	Iteration 26Q: 3 clusters Score -61839.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61841.238281 Penalty: 2119.680176
	Iteration 27Q: 3 clusters Score -61841.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61841.238281 Penalty: 2119.680176
	Iteration 28F: 3 clusters Score -61841.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -142418.203125 Penalty: 1190.977783
	Iteration 0F: 2 clusters Score -142418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -140692.640625 Penalty: 2381.955566
	Iteration 0F: 3 clusters Score -140692.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141109.843750 Penalty: 2381.955566
	Iteration 1F: 3 clusters Score -141109.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141274.921875 Penalty: 2381.955566
	Iteration 2F: 3 clusters Score -141274.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -141428.656250 Penalty: 2381.955566
	Iteration 3F: 3 clusters Score -141428.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -141583.000000 Penalty: 2381.955566
	Iteration 4F: 3 clusters Score -141583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -141734.046875 Penalty: 2381.955566
	Iteration 5F: 3 clusters Score -141734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -141847.750000 Penalty: 2381.955566
	Iteration 6Q: 3 clusters Score -141847.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141915.593750 Penalty: 2381.955566
	Iteration 7Q: 3 clusters Score -141915.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -141964.218750 Penalty: 2381.955566
	Iteration 8Q: 3 clusters Score -141964.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -141989.734375 Penalty: 2381.955566
	Iteration 9Q: 3 clusters Score -141989.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142008.281250 Penalty: 2381.955566
	Iteration 10Q: 3 clusters Score -142008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142015.937500 Penalty: 2381.955566
	Iteration 11Q: 3 clusters Score -142015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -142024.875000 Penalty: 2381.955566
	Iteration 12Q: 3 clusters Score -142024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -142027.625000 Penalty: 2381.955566
	Iteration 13Q: 3 clusters Score -142027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -142030.593750 Penalty: 2381.955566
	Iteration 14Q: 3 clusters Score -142030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -142030.937500 Penalty: 2381.955566
	Iteration 15Q: 3 clusters Score -142030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -142030.937500 Penalty: 2381.955566
	Iteration 16F: 3 clusters Score -142030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Entering Unmasked Estep 
Score: -2389635.000000 Penalty: 1630.801025
	Iteration 0F: 2 clusters Score -2389635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2374220.000000 Penalty: 3261.602051
	Iteration 0F: 3 clusters Score -2374220 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2379786.750000 Penalty: 3261.602051
	Iteration 1F: 3 clusters Score -2379787 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2380111.500000 Penalty: 3261.602051
	Iteration 2Q: 3 clusters Score -2380112 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2380395.250000 Penalty: 3261.602051
	Iteration 3Q: 3 clusters Score -2380395 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2380713.500000 Penalty: 3261.602051
	Iteration 4Q: 3 clusters Score -2380714 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2381059.000000 Penalty: 3261.602051
	Iteration 5Q: 3 clusters Score -2381059 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2381487.500000 Penalty: 3261.602051
	Iteration 6Q: 3 clusters Score -2381488 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2381991.250000 Penalty: 3261.602051
	Iteration 7Q: 3 clusters Score -2381991 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2382669.500000 Penalty: 3261.602051
	Iteration 8Q: 3 clusters Score -2382670 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2383551.250000 Penalty: 3261.602051
	Iteration 9F: 3 clusters Score -2383551 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2384566.000000 Penalty: 3261.602051
	Iteration 10F: 3 clusters Score -2384566 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2385515.250000 Penalty: 3261.602051
	Iteration 11F: 3 clusters Score -2385515 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2386405.750000 Penalty: 3261.602051
	Iteration 12Q: 3 clusters Score -2386406 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2387059.500000 Penalty: 3261.602051
	Iteration 13Q: 3 clusters Score -2387060 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2387470.500000 Penalty: 3261.602051
	Iteration 14Q: 3 clusters Score -2387470 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2387758.000000 Penalty: 3261.602051
	Iteration 15Q: 3 clusters Score -2387758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2387923.250000 Penalty: 3261.602051
	Iteration 16Q: 3 clusters Score -2387923 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2388012.250000 Penalty: 3261.602051
	Iteration 17Q: 3 clusters Score -2388012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2388075.500000 Penalty: 3261.602051
	Iteration 18Q: 3 clusters Score -2388076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2388101.250000 Penalty: 3261.602051
	Iteration 19Q: 3 clusters Score -2388101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2388131.000000 Penalty: 3261.602051
	Iteration 20F: 3 clusters Score -2388131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2388145.750000 Penalty: 3261.602051
	Iteration 21Q: 3 clusters Score -2388146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2388161.250000 Penalty: 3261.602051
	Iteration 22Q: 3 clusters Score -2388161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2388166.750000 Penalty: 3261.602051
	Iteration 23Q: 3 clusters Score -2388167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2388170.750000 Penalty: 3261.602051
	Iteration 24Q: 3 clusters Score -2388171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2388179.000000 Penalty: 3261.602051
	Iteration 25Q: 3 clusters Score -2388179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2388188.500000 Penalty: 3261.602051
	Iteration 26Q: 3 clusters Score -2388188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2388194.000000 Penalty: 3261.602051
	Iteration 27Q: 3 clusters Score -2388194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2388202.250000 Penalty: 3261.602051
	Iteration 28Q: 3 clusters Score -2388202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2388211.750000 Penalty: 3261.602051
	Iteration 29Q: 3 clusters Score -2388212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2388224.000000 Penalty: 3261.602051
	Iteration 30Q: 3 clusters Score -2388224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2388228.500000 Penalty: 3261.602051
	Iteration 31Q: 3 clusters Score -2388228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2388233.250000 Penalty: 3261.602051
	Iteration 32Q: 3 clusters Score -2388233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2388233.250000 Penalty: 3261.602051
	Iteration 33F: 3 clusters Score -2388233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -232925.453125 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -232925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230671.406250 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -230671.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -231149.531250 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -231149.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -231262.156250 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -231262.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -231322.187500 Penalty: 2507.415283
	Iteration 3Q: 3 clusters Score -231322.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -231363.062500 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -231363.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -231389.015625 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -231389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -231413.203125 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -231413.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -231436.218750 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -231436.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -231451.375000 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -231451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -231459.609375 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -231459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -231463.953125 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -231464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -231466.875000 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -231466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -231469.046875 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -231469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -231469.453125 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -231469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -231470.453125 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -231470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -231471.390625 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -231471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -231471.812500 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -231471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231472.593750 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -231472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231472.593750 Penalty: 2507.415283
	Iteration 18F: 3 clusters Score -231472.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -159517.703125 Penalty: 1190.015259
	Iteration 0F: 2 clusters Score -159517.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157748.140625 Penalty: 2380.030518
	Iteration 0F: 3 clusters Score -157748.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -158119.968750 Penalty: 2380.030518
	Iteration 1F: 3 clusters Score -158120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -158186.093750 Penalty: 2380.030518
	Iteration 2F: 3 clusters Score -158186.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158213.171875 Penalty: 2380.030518
	Iteration 3Q: 3 clusters Score -158213.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -158238.937500 Penalty: 2380.030518
	Iteration 4Q: 3 clusters Score -158238.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -158255.859375 Penalty: 2380.030518
	Iteration 5Q: 3 clusters Score -158255.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -158261.984375 Penalty: 2380.030518
	Iteration 6Q: 3 clusters Score -158262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -158269.593750 Penalty: 2380.030518
	Iteration 7Q: 3 clusters Score -158269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -158273.609375 Penalty: 2380.030518
	Iteration 8Q: 3 clusters Score -158273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158275.968750 Penalty: 2380.030518
	Iteration 9Q: 3 clusters Score -158276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -158279.156250 Penalty: 2380.030518
	Iteration 10Q: 3 clusters Score -158279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158286.296875 Penalty: 2380.030518
	Iteration 11Q: 3 clusters Score -158286.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -158295.609375 Penalty: 2380.030518
	Iteration 12Q: 3 clusters Score -158295.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158303.718750 Penalty: 2380.030518
	Iteration 13Q: 3 clusters Score -158303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158306.296875 Penalty: 2380.030518
	Iteration 14Q: 3 clusters Score -158306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158307.281250 Penalty: 2380.030518
	Iteration 15Q: 3 clusters Score -158307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158308.265625 Penalty: 2380.030518
	Iteration 16Q: 3 clusters Score -158308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158308.265625 Penalty: 2380.030518
	Iteration 17F: 3 clusters Score -158308.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Entering Unmasked Estep 
Score: -5247461.000000 Penalty: 1757.454956
	Iteration 0F: 2 clusters Score -5247461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -5214321.000000 Penalty: 3514.909912
	Iteration 0F: 3 clusters Score -5214321 nChanged 23296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5227529.000000 Penalty: 3514.909912
	Iteration 1F: 3 clusters Score -5227529 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5228386.000000 Penalty: 3514.909912
	Iteration 2Q: 3 clusters Score -5228386 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5229429.500000 Penalty: 3514.909912
	Iteration 3Q: 3 clusters Score -5229430 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -5230659.000000 Penalty: 3514.909912
	Iteration 4F: 3 clusters Score -5230659 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5232103.000000 Penalty: 3514.909912
	Iteration 5F: 3 clusters Score -5232103 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5233671.000000 Penalty: 3514.909912
	Iteration 6F: 3 clusters Score -5233671 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5235389.000000 Penalty: 3514.909912
	Iteration 7F: 3 clusters Score -5235389 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5237182.500000 Penalty: 3514.909912
	Iteration 8F: 3 clusters Score -5237182 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -5238734.500000 Penalty: 3514.909912
	Iteration 9F: 3 clusters Score -5238734 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5240095.000000 Penalty: 3514.909912
	Iteration 10Q: 3 clusters Score -5240095 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -5241151.000000 Penalty: 3514.909912
	Iteration 11Q: 3 clusters Score -5241151 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -5241991.500000 Penalty: 3514.909912
	Iteration 12Q: 3 clusters Score -5241992 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -5242667.000000 Penalty: 3514.909912
	Iteration 13Q: 3 clusters Score -5242667 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -5243155.500000 Penalty: 3514.909912
	Iteration 14Q: 3 clusters Score -5243156 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5243547.500000 Penalty: 3514.909912
	Iteration 15Q: 3 clusters Score -5243548 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5243949.000000 Penalty: 3514.909912
	Iteration 16Q: 3 clusters Score -5243949 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5244303.000000 Penalty: 3514.909912
	Iteration 17Q: 3 clusters Score -5244303 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5244615.500000 Penalty: 3514.909912
	Iteration 18Q: 3 clusters Score -5244616 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5244886.000000 Penalty: 3514.909912
	Iteration 19Q: 3 clusters Score -5244886 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5245070.000000 Penalty: 3514.909912
	Iteration 20F: 3 clusters Score -5245070 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5245231.000000 Penalty: 3514.909912
	Iteration 21Q: 3 clusters Score -5245231 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5245346.500000 Penalty: 3514.909912
	Iteration 22Q: 3 clusters Score -5245346 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5245452.500000 Penalty: 3514.909912
	Iteration 23Q: 3 clusters Score -5245452 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5245565.000000 Penalty: 3514.909912
	Iteration 24Q: 3 clusters Score -5245565 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5245649.000000 Penalty: 3514.909912
	Iteration 25Q: 3 clusters Score -5245649 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5245738.000000 Penalty: 3514.909912
	Iteration 26Q: 3 clusters Score -5245738 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5245803.000000 Penalty: 3514.909912
	Iteration 27Q: 3 clusters Score -5245803 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5245858.000000 Penalty: 3514.909912
	Iteration 28Q: 3 clusters Score -5245858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5245887.000000 Penalty: 3514.909912
	Iteration 29Q: 3 clusters Score -5245887 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5245931.500000 Penalty: 3514.909912
	Iteration 30Q: 3 clusters Score -5245932 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5245966.000000 Penalty: 3514.909912
	Iteration 31Q: 3 clusters Score -5245966 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5246009.500000 Penalty: 3514.909912
	Iteration 32Q: 3 clusters Score -5246010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5246023.500000 Penalty: 3514.909912
	Iteration 33Q: 3 clusters Score -5246024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5246062.000000 Penalty: 3514.909912
	Iteration 34Q: 3 clusters Score -5246062 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5246099.500000 Penalty: 3514.909912
	Iteration 35Q: 3 clusters Score -5246100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5246108.000000 Penalty: 3514.909912
	Iteration 36Q: 3 clusters Score -5246108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5246136.500000 Penalty: 3514.909912
	Iteration 37Q: 3 clusters Score -5246136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5246144.000000 Penalty: 3514.909912
	Iteration 38Q: 3 clusters Score -5246144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5246150.000000 Penalty: 3514.909912
	Iteration 39Q: 3 clusters Score -5246150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5246151.500000 Penalty: 3514.909912
	Iteration 40F: 3 clusters Score -5246152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5246159.500000 Penalty: 3514.909912
	Iteration 41Q: 3 clusters Score -5246160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5246167.000000 Penalty: 3514.909912
	Iteration 42Q: 3 clusters Score -5246167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5246186.500000 Penalty: 3514.909912
	Iteration 43Q: 3 clusters Score -5246186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5246186.000000 Penalty: 3514.909912
	Iteration 44Q: 3 clusters Score -5246186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5246201.500000 Penalty: 3514.909912
	Iteration 45Q: 3 clusters Score -5246202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5246211.500000 Penalty: 3514.909912
	Iteration 46Q: 3 clusters Score -5246212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5246225.500000 Penalty: 3514.909912
	Iteration 47Q: 3 clusters Score -5246226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5246223.500000 Penalty: 3514.909912
	Iteration 48Q: 3 clusters Score -5246224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5246221.000000 Penalty: 3514.909912
	Iteration 49Q: 3 clusters Score -5246221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5246222.000000 Penalty: 3514.909912
	Iteration 50Q: 3 clusters Score -5246222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5246226.000000 Penalty: 3514.909912
	Iteration 51Q: 3 clusters Score -5246226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5246226.000000 Penalty: 3514.909912
	Iteration 52Q: 3 clusters Score -5246226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5246235.000000 Penalty: 3514.909912
	Iteration 53Q: 3 clusters Score -5246235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5246233.000000 Penalty: 3514.909912
	Iteration 54Q: 3 clusters Score -5246233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5246231.000000 Penalty: 3514.909912
	Iteration 55Q: 3 clusters Score -5246231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5246229.500000 Penalty: 3514.909912
	Iteration 56Q: 3 clusters Score -5246230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5246234.000000 Penalty: 3514.909912
	Iteration 57Q: 3 clusters Score -5246234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5246240.000000 Penalty: 3514.909912
	Iteration 58Q: 3 clusters Score -5246240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5246243.000000 Penalty: 3514.909912
	Iteration 59Q: 3 clusters Score -5246243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5246243.500000 Penalty: 3514.909912
	Iteration 60F: 3 clusters Score -5246244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5246247.500000 Penalty: 3514.909912
	Iteration 61Q: 3 clusters Score -5246248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5246247.500000 Penalty: 3514.909912
	Iteration 62F: 3 clusters Score -5246248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -486992.562500 Penalty: 1366.343994
	Iteration 0F: 2 clusters Score -486992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -483356.156250 Penalty: 2732.687988
	Iteration 0F: 3 clusters Score -483356.2 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -484306.562500 Penalty: 2732.687988
	Iteration 1F: 3 clusters Score -484306.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -484463.343750 Penalty: 2732.687988
	Iteration 2F: 3 clusters Score -484463.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -484618.156250 Penalty: 2732.687988
	Iteration 3F: 3 clusters Score -484618.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -484730.562500 Penalty: 2732.687988
	Iteration 4Q: 3 clusters Score -484730.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -484816.812500 Penalty: 2732.687988
	Iteration 5Q: 3 clusters Score -484816.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -484876.281250 Penalty: 2732.687988
	Iteration 6Q: 3 clusters Score -484876.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -484930.906250 Penalty: 2732.687988
	Iteration 7Q: 3 clusters Score -484930.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -484975.187500 Penalty: 2732.687988
	Iteration 8Q: 3 clusters Score -484975.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -485009.093750 Penalty: 2732.687988
	Iteration 9Q: 3 clusters Score -485009.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -485040.750000 Penalty: 2732.687988
	Iteration 10Q: 3 clusters Score -485040.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -485071.656250 Penalty: 2732.687988
	Iteration 11Q: 3 clusters Score -485071.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -485095.093750 Penalty: 2732.687988
	Iteration 12Q: 3 clusters Score -485095.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -485116.031250 Penalty: 2732.687988
	Iteration 13Q: 3 clusters Score -485116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -485140.218750 Penalty: 2732.687988
	Iteration 14Q: 3 clusters Score -485140.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -485168.250000 Penalty: 2732.687988
	Iteration 15Q: 3 clusters Score -485168.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -485198.281250 Penalty: 2732.687988
	Iteration 16Q: 3 clusters Score -485198.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -485230.687500 Penalty: 2732.687988
	Iteration 17Q: 3 clusters Score -485230.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -485259.500000 Penalty: 2732.687988
	Iteration 18Q: 3 clusters Score -485259.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -485279.812500 Penalty: 2732.687988
	Iteration 19Q: 3 clusters Score -485279.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -485294.875000 Penalty: 2732.687988
	Iteration 20F: 3 clusters Score -485294.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -485312.968750 Penalty: 2732.687988
	Iteration 21Q: 3 clusters Score -485313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -485330.718750 Penalty: 2732.687988
	Iteration 22Q: 3 clusters Score -485330.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -485349.812500 Penalty: 2732.687988
	Iteration 23Q: 3 clusters Score -485349.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -485368.000000 Penalty: 2732.687988
	Iteration 24Q: 3 clusters Score -485368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -485379.093750 Penalty: 2732.687988
	Iteration 25Q: 3 clusters Score -485379.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -485386.750000 Penalty: 2732.687988
	Iteration 26Q: 3 clusters Score -485386.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -485394.343750 Penalty: 2732.687988
	Iteration 27Q: 3 clusters Score -485394.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -485397.906250 Penalty: 2732.687988
	Iteration 28Q: 3 clusters Score -485397.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -485402.781250 Penalty: 2732.687988
	Iteration 29Q: 3 clusters Score -485402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -485406.875000 Penalty: 2732.687988
	Iteration 30Q: 3 clusters Score -485406.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -485412.437500 Penalty: 2732.687988
	Iteration 31Q: 3 clusters Score -485412.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -485418.375000 Penalty: 2732.687988
	Iteration 32Q: 3 clusters Score -485418.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -485422.812500 Penalty: 2732.687988
	Iteration 33Q: 3 clusters Score -485422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -485426.375000 Penalty: 2732.687988
	Iteration 34Q: 3 clusters Score -485426.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -485431.062500 Penalty: 2732.687988
	Iteration 35Q: 3 clusters Score -485431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -485434.406250 Penalty: 2732.687988
	Iteration 36Q: 3 clusters Score -485434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -485438.093750 Penalty: 2732.687988
	Iteration 37Q: 3 clusters Score -485438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -485439.593750 Penalty: 2732.687988
	Iteration 38Q: 3 clusters Score -485439.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -485440.906250 Penalty: 2732.687988
	Iteration 39Q: 3 clusters Score -485440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -485441.625000 Penalty: 2732.687988
	Iteration 40F: 3 clusters Score -485441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -485441.406250 Penalty: 2732.687988
	Iteration 41Q: 3 clusters Score -485441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -485441.406250 Penalty: 2732.687988
	Iteration 42F: 3 clusters Score -485441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -710450.937500 Penalty: 1438.697388
	Iteration 0F: 2 clusters Score -710450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -705158.812500 Penalty: 2877.394775
	Iteration 0F: 3 clusters Score -705158.8 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -706828.875000 Penalty: 2877.394775
	Iteration 1F: 3 clusters Score -706828.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -707164.375000 Penalty: 2877.394775
	Iteration 2F: 3 clusters Score -707164.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -707442.375000 Penalty: 2877.394775
	Iteration 3F: 3 clusters Score -707442.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -707688.687500 Penalty: 2877.394775
	Iteration 4F: 3 clusters Score -707688.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -707953.500000 Penalty: 2877.394775
	Iteration 5F: 3 clusters Score -707953.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -708267.312500 Penalty: 2877.394775
	Iteration 6F: 3 clusters Score -708267.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -708572.312500 Penalty: 2877.394775
	Iteration 7F: 3 clusters Score -708572.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -708929.687500 Penalty: 2877.394775
	Iteration 8F: 3 clusters Score -708929.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -709251.000000 Penalty: 2877.394775
	Iteration 9Q: 3 clusters Score -709251 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -709490.125000 Penalty: 2877.394775
	Iteration 10Q: 3 clusters Score -709490.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -709603.937500 Penalty: 2877.394775
	Iteration 11Q: 3 clusters Score -709603.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -709671.250000 Penalty: 2877.394775
	Iteration 12Q: 3 clusters Score -709671.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -709706.437500 Penalty: 2877.394775
	Iteration 13Q: 3 clusters Score -709706.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -709728.375000 Penalty: 2877.394775
	Iteration 14Q: 3 clusters Score -709728.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -709740.875000 Penalty: 2877.394775
	Iteration 15Q: 3 clusters Score -709740.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -709750.750000 Penalty: 2877.394775
	Iteration 16Q: 3 clusters Score -709750.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -709762.437500 Penalty: 2877.394775
	Iteration 17Q: 3 clusters Score -709762.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -709777.125000 Penalty: 2877.394775
	Iteration 18Q: 3 clusters Score -709777.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -709785.562500 Penalty: 2877.394775
	Iteration 19Q: 3 clusters Score -709785.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -709794.000000 Penalty: 2877.394775
	Iteration 20F: 3 clusters Score -709794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -709799.500000 Penalty: 2877.394775
	Iteration 21Q: 3 clusters Score -709799.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -709805.562500 Penalty: 2877.394775
	Iteration 22Q: 3 clusters Score -709805.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -709811.125000 Penalty: 2877.394775
	Iteration 23Q: 3 clusters Score -709811.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -709817.000000 Penalty: 2877.394775
	Iteration 24Q: 3 clusters Score -709817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -709821.437500 Penalty: 2877.394775
	Iteration 25Q: 3 clusters Score -709821.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -709824.187500 Penalty: 2877.394775
	Iteration 26Q: 3 clusters Score -709824.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -709825.562500 Penalty: 2877.394775
	Iteration 27Q: 3 clusters Score -709825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -709827.250000 Penalty: 2877.394775
	Iteration 28Q: 3 clusters Score -709827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -709829.375000 Penalty: 2877.394775
	Iteration 29Q: 3 clusters Score -709829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -709830.875000 Penalty: 2877.394775
	Iteration 30Q: 3 clusters Score -709830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -709833.500000 Penalty: 2877.394775
	Iteration 31Q: 3 clusters Score -709833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -709834.812500 Penalty: 2877.394775
	Iteration 32Q: 3 clusters Score -709834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -709838.187500 Penalty: 2877.394775
	Iteration 33Q: 3 clusters Score -709838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -709839.000000 Penalty: 2877.394775
	Iteration 34Q: 3 clusters Score -709839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -709843.187500 Penalty: 2877.394775
	Iteration 35Q: 3 clusters Score -709843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -709842.187500 Penalty: 2877.394775
	Iteration 36Q: 3 clusters Score -709842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -709842.500000 Penalty: 2877.394775
	Iteration 37Q: 3 clusters Score -709842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -709843.750000 Penalty: 2877.394775
	Iteration 38Q: 3 clusters Score -709843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -709845.687500 Penalty: 2877.394775
	Iteration 39Q: 3 clusters Score -709845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -709845.562500 Penalty: 2877.394775
	Iteration 40F: 3 clusters Score -709845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -709847.937500 Penalty: 2877.394775
	Iteration 41Q: 3 clusters Score -709847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -709847.937500 Penalty: 2877.394775
	Iteration 42F: 3 clusters Score -709847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (109653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Entering Unmasked Estep 
Score: -11883014.000000 Penalty: 1885.824829
	Iteration 0F: 2 clusters Score -1.188301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -11810452.000000 Penalty: 3771.649658
	Iteration 0F: 3 clusters Score -1.181045e+07 nChanged 52257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -11841166.000000 Penalty: 3771.649658
	Iteration 1F: 3 clusters Score -1.184117e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -11841795.000000 Penalty: 3771.649658
	Iteration 2Q: 3 clusters Score -1.18418e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -11842649.000000 Penalty: 3771.649658
	Iteration 3Q: 3 clusters Score -1.184265e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -11844148.000000 Penalty: 3771.649658
	Iteration 4Q: 3 clusters Score -1.184415e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -11846789.000000 Penalty: 3771.649658
	Iteration 5F: 3 clusters Score -1.184679e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -11851547.000000 Penalty: 3771.649658
	Iteration 6F: 3 clusters Score -1.185155e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -11859171.000000 Penalty: 3771.649658
	Iteration 7F: 3 clusters Score -1.185917e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -11868206.000000 Penalty: 3771.649658
	Iteration 8F: 3 clusters Score -1.186821e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -11875250.000000 Penalty: 3771.649658
	Iteration 9F: 3 clusters Score -1.187525e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11878960.000000 Penalty: 3771.649658
	Iteration 10Q: 3 clusters Score -1.187896e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11880375.000000 Penalty: 3771.649658
	Iteration 11Q: 3 clusters Score -1.188038e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11880922.000000 Penalty: 3771.649658
	Iteration 12Q: 3 clusters Score -1.188092e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11881082.000000 Penalty: 3771.649658
	Iteration 13Q: 3 clusters Score -1.188108e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11881177.000000 Penalty: 3771.649658
	Iteration 14Q: 3 clusters Score -1.188118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11881233.000000 Penalty: 3771.649658
	Iteration 15Q: 3 clusters Score -1.188123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11881258.000000 Penalty: 3771.649658
	Iteration 16Q: 3 clusters Score -1.188126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109481 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11881271.000000 Penalty: 3771.649658
	Iteration 17Q: 3 clusters Score -1.188127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11881266.000000 Penalty: 3771.649658
	Iteration 18Q: 3 clusters Score -1.188127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11881273.000000 Penalty: 3771.649658
	Iteration 19Q: 3 clusters Score -1.188127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11881277.000000 Penalty: 3771.649658
	Iteration 20F: 3 clusters Score -1.188128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11881278.000000 Penalty: 3771.649658
	Iteration 21Q: 3 clusters Score -1.188128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11881273.000000 Penalty: 3771.649658
	Iteration 22Q: 3 clusters Score -1.188127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11881273.000000 Penalty: 3771.649658
	Iteration 23Q: 3 clusters Score -1.188127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11881277.000000 Penalty: 3771.649658
	Iteration 24Q: 3 clusters Score -1.188128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11881292.000000 Penalty: 3771.649658
	Iteration 25Q: 3 clusters Score -1.188129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109495 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11881290.000000 Penalty: 3771.649658
	Iteration 26Q: 3 clusters Score -1.188129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11881292.000000 Penalty: 3771.649658
	Iteration 27Q: 3 clusters Score -1.188129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11881292.000000 Penalty: 3771.649658
	Iteration 28F: 3 clusters Score -1.188129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -599801.937500 Penalty: 1408.693481
	Iteration 0F: 2 clusters Score -599801.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -595335.687500 Penalty: 2817.386963
	Iteration 0F: 3 clusters Score -595335.7 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -596668.000000 Penalty: 2817.386963
	Iteration 1F: 3 clusters Score -596668 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -596832.062500 Penalty: 2817.386963
	Iteration 2F: 3 clusters Score -596832.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -596946.375000 Penalty: 2817.386963
	Iteration 3Q: 3 clusters Score -596946.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -597033.437500 Penalty: 2817.386963
	Iteration 4Q: 3 clusters Score -597033.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -597116.437500 Penalty: 2817.386963
	Iteration 5Q: 3 clusters Score -597116.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -597200.375000 Penalty: 2817.386963
	Iteration 6Q: 3 clusters Score -597200.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -597293.250000 Penalty: 2817.386963
	Iteration 7Q: 3 clusters Score -597293.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -597392.562500 Penalty: 2817.386963
	Iteration 8Q: 3 clusters Score -597392.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -597512.750000 Penalty: 2817.386963
	Iteration 9Q: 3 clusters Score -597512.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -597661.250000 Penalty: 2817.386963
	Iteration 10Q: 3 clusters Score -597661.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -597838.250000 Penalty: 2817.386963
	Iteration 11Q: 3 clusters Score -597838.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -598004.000000 Penalty: 2817.386963
	Iteration 12Q: 3 clusters Score -598004 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -598153.937500 Penalty: 2817.386963
	Iteration 13Q: 3 clusters Score -598153.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -598287.937500 Penalty: 2817.386963
	Iteration 14Q: 3 clusters Score -598287.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -598383.312500 Penalty: 2817.386963
	Iteration 15Q: 3 clusters Score -598383.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -598460.937500 Penalty: 2817.386963
	Iteration 16Q: 3 clusters Score -598460.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -598505.625000 Penalty: 2817.386963
	Iteration 17Q: 3 clusters Score -598505.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -598547.250000 Penalty: 2817.386963
	Iteration 18Q: 3 clusters Score -598547.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -598569.125000 Penalty: 2817.386963
	Iteration 19Q: 3 clusters Score -598569.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -598582.500000 Penalty: 2817.386963
	Iteration 20F: 3 clusters Score -598582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -598596.312500 Penalty: 2817.386963
	Iteration 21Q: 3 clusters Score -598596.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -598606.937500 Penalty: 2817.386963
	Iteration 22Q: 3 clusters Score -598606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -598613.937500 Penalty: 2817.386963
	Iteration 23Q: 3 clusters Score -598613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -598618.000000 Penalty: 2817.386963
	Iteration 24Q: 3 clusters Score -598618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -598619.375000 Penalty: 2817.386963
	Iteration 25Q: 3 clusters Score -598619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -598622.750000 Penalty: 2817.386963
	Iteration 26Q: 3 clusters Score -598622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -598625.937500 Penalty: 2817.386963
	Iteration 27Q: 3 clusters Score -598625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -598631.312500 Penalty: 2817.386963
	Iteration 28Q: 3 clusters Score -598631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -598636.437500 Penalty: 2817.386963
	Iteration 29Q: 3 clusters Score -598636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -598645.500000 Penalty: 2817.386963
	Iteration 30Q: 3 clusters Score -598645.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -598655.000000 Penalty: 2817.386963
	Iteration 31Q: 3 clusters Score -598655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -598658.250000 Penalty: 2817.386963
	Iteration 32Q: 3 clusters Score -598658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -598663.062500 Penalty: 2817.386963
	Iteration 33Q: 3 clusters Score -598663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -598666.437500 Penalty: 2817.386963
	Iteration 34Q: 3 clusters Score -598666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -598670.187500 Penalty: 2817.386963
	Iteration 35Q: 3 clusters Score -598670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -598673.187500 Penalty: 2817.386963
	Iteration 36Q: 3 clusters Score -598673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -598676.875000 Penalty: 2817.386963
	Iteration 37Q: 3 clusters Score -598676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -598677.125000 Penalty: 2817.386963
	Iteration 38Q: 3 clusters Score -598677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -598677.125000 Penalty: 2817.386963
	Iteration 39F: 3 clusters Score -598677.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -36719.570312 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -36719.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35777.714844 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -35777.71 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36652.679688 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -36652.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38185.359375 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -38185.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39466.800781 Penalty: 2071.883057
	Iteration 3F: 3 clusters Score -39466.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39631.894531 Penalty: 2071.883057
	Iteration 4Q: 3 clusters Score -39631.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39760.816406 Penalty: 2071.883057
	Iteration 5Q: 3 clusters Score -39760.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39783.238281 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -39783.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39784.464844 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -39784.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39784.464844 Penalty: 2071.883057
	Iteration 8F: 3 clusters Score -39784.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 385 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67086 members 
Mstep: Class 36 contains 179951 members 
Mstep: Class 37 contains 103349 members 
Mstep: Class 38 contains 170221 members 
Mstep: Class 39 contains 202 members 
Entering Unmasked Estep 
Score: -101026440.000000 Penalty: 87385.984375
Splitting cluster 25 changes total score from -101024176.000000 to -101026440.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -493417.531250 Penalty: 1378.590942
	Iteration 0F: 2 clusters Score -493417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -489574.437500 Penalty: 2757.181885
	Iteration 0F: 3 clusters Score -489574.4 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -490676.531250 Penalty: 2757.181885
	Iteration 1F: 3 clusters Score -490676.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -490953.937500 Penalty: 2757.181885
	Iteration 2F: 3 clusters Score -490953.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -491184.406250 Penalty: 2757.181885
	Iteration 3F: 3 clusters Score -491184.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -491348.218750 Penalty: 2757.181885
	Iteration 4F: 3 clusters Score -491348.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -491509.468750 Penalty: 2757.181885
	Iteration 5Q: 3 clusters Score -491509.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -491659.687500 Penalty: 2757.181885
	Iteration 6Q: 3 clusters Score -491659.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -491827.312500 Penalty: 2757.181885
	Iteration 7Q: 3 clusters Score -491827.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -492000.500000 Penalty: 2757.181885
	Iteration 8Q: 3 clusters Score -492000.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -492148.625000 Penalty: 2757.181885
	Iteration 9Q: 3 clusters Score -492148.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -492271.562500 Penalty: 2757.181885
	Iteration 10Q: 3 clusters Score -492271.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -492375.750000 Penalty: 2757.181885
	Iteration 11Q: 3 clusters Score -492375.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -492460.250000 Penalty: 2757.181885
	Iteration 12Q: 3 clusters Score -492460.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -492547.218750 Penalty: 2757.181885
	Iteration 13Q: 3 clusters Score -492547.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -492622.125000 Penalty: 2757.181885
	Iteration 14Q: 3 clusters Score -492622.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -492672.375000 Penalty: 2757.181885
	Iteration 15Q: 3 clusters Score -492672.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -492707.468750 Penalty: 2757.181885
	Iteration 16Q: 3 clusters Score -492707.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -492732.312500 Penalty: 2757.181885
	Iteration 17Q: 3 clusters Score -492732.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -492750.906250 Penalty: 2757.181885
	Iteration 18Q: 3 clusters Score -492750.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -492762.937500 Penalty: 2757.181885
	Iteration 19Q: 3 clusters Score -492762.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -492770.093750 Penalty: 2757.181885
	Iteration 20F: 3 clusters Score -492770.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -492775.218750 Penalty: 2757.181885
	Iteration 21Q: 3 clusters Score -492775.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -492778.406250 Penalty: 2757.181885
	Iteration 22Q: 3 clusters Score -492778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -492781.875000 Penalty: 2757.181885
	Iteration 23Q: 3 clusters Score -492781.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -492785.437500 Penalty: 2757.181885
	Iteration 24Q: 3 clusters Score -492785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -492786.156250 Penalty: 2757.181885
	Iteration 25Q: 3 clusters Score -492786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -492787.843750 Penalty: 2757.181885
	Iteration 26Q: 3 clusters Score -492787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -492787.687500 Penalty: 2757.181885
	Iteration 27Q: 3 clusters Score -492787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -492787.687500 Penalty: 2757.181885
	Iteration 28F: 3 clusters Score -492787.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -164003.906250 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -164003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -162111.046875 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -162111 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -162509.703125 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -162509.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -162652.218750 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -162652.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -162762.109375 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -162762.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -162849.484375 Penalty: 2424.285156
	Iteration 4Q: 3 clusters Score -162849.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -162912.203125 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -162912.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162969.953125 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -162970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -163021.125000 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -163021.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -163069.031250 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -163069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -163107.890625 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -163107.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -163131.890625 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -163131.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -163146.515625 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -163146.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -163158.093750 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -163158.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -163174.140625 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -163174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -163185.796875 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -163185.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -163193.046875 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -163193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -163197.312500 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -163197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -163199.312500 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -163199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -163202.296875 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -163202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -163203.828125 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -163203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -163206.453125 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -163206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -163209.640625 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -163209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -163212.328125 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -163212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -163215.031250 Penalty: 2424.285156
	Iteration 23Q: 3 clusters Score -163215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -163218.671875 Penalty: 2424.285156
	Iteration 24Q: 3 clusters Score -163218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -163219.312500 Penalty: 2424.285156
	Iteration 25Q: 3 clusters Score -163219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -163219.312500 Penalty: 2424.285156
	Iteration 26F: 3 clusters Score -163219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -25757.287109 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -25757.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24975.474609 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -24975.47 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25630.843750 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -25630.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25921.408203 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -25921.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26128.929688 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -26128.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26267.101562 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -26267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26381.013672 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -26381.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26502.589844 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -26502.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26559.736328 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -26559.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26573.246094 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -26573.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26573.246094 Penalty: 1933.958862
	Iteration 9F: 3 clusters Score -26573.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 385 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 67086 members 
Mstep: Class 36 contains 179951 members 
Mstep: Class 37 contains 103349 members 
Mstep: Class 38 contains 170221 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 165 members 
Entering Unmasked Estep 
Score: -101026016.000000 Penalty: 89626.648438
Splitting cluster 28 changes total score from -101024176.000000 to -101026016.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (14651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Entering Unmasked Estep 
Score: -1596252.125000 Penalty: 1558.742920
	Iteration 0F: 2 clusters Score -1596252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1585974.125000 Penalty: 3117.485840
	Iteration 0F: 3 clusters Score -1585974 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1589472.500000 Penalty: 3117.485840
	Iteration 1F: 3 clusters Score -1589472 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1589752.500000 Penalty: 3117.485840
	Iteration 2F: 3 clusters Score -1589752 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1589967.250000 Penalty: 3117.485840
	Iteration 3Q: 3 clusters Score -1589967 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1590142.000000 Penalty: 3117.485840
	Iteration 4Q: 3 clusters Score -1590142 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1590319.250000 Penalty: 3117.485840
	Iteration 5Q: 3 clusters Score -1590319 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1590506.500000 Penalty: 3117.485840
	Iteration 6Q: 3 clusters Score -1590506 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1590726.875000 Penalty: 3117.485840
	Iteration 7Q: 3 clusters Score -1590727 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1590971.500000 Penalty: 3117.485840
	Iteration 8Q: 3 clusters Score -1590972 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1591286.875000 Penalty: 3117.485840
	Iteration 9Q: 3 clusters Score -1591287 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1591653.625000 Penalty: 3117.485840
	Iteration 10Q: 3 clusters Score -1591654 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1592070.000000 Penalty: 3117.485840
	Iteration 11Q: 3 clusters Score -1592070 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1592514.000000 Penalty: 3117.485840
	Iteration 12Q: 3 clusters Score -1592514 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1592866.250000 Penalty: 3117.485840
	Iteration 13Q: 3 clusters Score -1592866 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1593095.000000 Penalty: 3117.485840
	Iteration 14Q: 3 clusters Score -1593095 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1593254.750000 Penalty: 3117.485840
	Iteration 15Q: 3 clusters Score -1593255 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1593403.500000 Penalty: 3117.485840
	Iteration 16Q: 3 clusters Score -1593404 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1593529.625000 Penalty: 3117.485840
	Iteration 17Q: 3 clusters Score -1593530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1593649.000000 Penalty: 3117.485840
	Iteration 18Q: 3 clusters Score -1593649 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1593789.750000 Penalty: 3117.485840
	Iteration 19Q: 3 clusters Score -1593790 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1593927.500000 Penalty: 3117.485840
	Iteration 20F: 3 clusters Score -1593928 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1594026.500000 Penalty: 3117.485840
	Iteration 21Q: 3 clusters Score -1594026 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1594117.625000 Penalty: 3117.485840
	Iteration 22Q: 3 clusters Score -1594118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1594193.000000 Penalty: 3117.485840
	Iteration 23Q: 3 clusters Score -1594193 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1594243.750000 Penalty: 3117.485840
	Iteration 24Q: 3 clusters Score -1594244 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1594289.250000 Penalty: 3117.485840
	Iteration 25Q: 3 clusters Score -1594289 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1594348.875000 Penalty: 3117.485840
	Iteration 26Q: 3 clusters Score -1594349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1594398.250000 Penalty: 3117.485840
	Iteration 27Q: 3 clusters Score -1594398 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1594449.625000 Penalty: 3117.485840
	Iteration 28Q: 3 clusters Score -1594450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1594478.875000 Penalty: 3117.485840
	Iteration 29Q: 3 clusters Score -1594479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1594513.125000 Penalty: 3117.485840
	Iteration 30Q: 3 clusters Score -1594513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1594536.750000 Penalty: 3117.485840
	Iteration 31Q: 3 clusters Score -1594537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1594568.125000 Penalty: 3117.485840
	Iteration 32Q: 3 clusters Score -1594568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1594596.250000 Penalty: 3117.485840
	Iteration 33Q: 3 clusters Score -1594596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1594612.625000 Penalty: 3117.485840
	Iteration 34Q: 3 clusters Score -1594613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1594645.750000 Penalty: 3117.485840
	Iteration 35Q: 3 clusters Score -1594646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1594669.250000 Penalty: 3117.485840
	Iteration 36Q: 3 clusters Score -1594669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1594695.000000 Penalty: 3117.485840
	Iteration 37Q: 3 clusters Score -1594695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1594723.375000 Penalty: 3117.485840
	Iteration 38Q: 3 clusters Score -1594723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1594753.750000 Penalty: 3117.485840
	Iteration 39Q: 3 clusters Score -1594754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1594778.750000 Penalty: 3117.485840
	Iteration 40F: 3 clusters Score -1594779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1594797.375000 Penalty: 3117.485840
	Iteration 41Q: 3 clusters Score -1594797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1594813.000000 Penalty: 3117.485840
	Iteration 42Q: 3 clusters Score -1594813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1594831.250000 Penalty: 3117.485840
	Iteration 43Q: 3 clusters Score -1594831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1594852.750000 Penalty: 3117.485840
	Iteration 44Q: 3 clusters Score -1594853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1594869.750000 Penalty: 3117.485840
	Iteration 45Q: 3 clusters Score -1594870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1594884.375000 Penalty: 3117.485840
	Iteration 46Q: 3 clusters Score -1594884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1594891.750000 Penalty: 3117.485840
	Iteration 47Q: 3 clusters Score -1594892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1594895.875000 Penalty: 3117.485840
	Iteration 48Q: 3 clusters Score -1594896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1594904.500000 Penalty: 3117.485840
	Iteration 49Q: 3 clusters Score -1594904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1594914.000000 Penalty: 3117.485840
	Iteration 50Q: 3 clusters Score -1594914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1594927.000000 Penalty: 3117.485840
	Iteration 51Q: 3 clusters Score -1594927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1594938.000000 Penalty: 3117.485840
	Iteration 52Q: 3 clusters Score -1594938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1594949.875000 Penalty: 3117.485840
	Iteration 53Q: 3 clusters Score -1594950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1594958.375000 Penalty: 3117.485840
	Iteration 54Q: 3 clusters Score -1594958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1594965.625000 Penalty: 3117.485840
	Iteration 55Q: 3 clusters Score -1594966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1594971.000000 Penalty: 3117.485840
	Iteration 56Q: 3 clusters Score -1594971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1594977.875000 Penalty: 3117.485840
	Iteration 57Q: 3 clusters Score -1594978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1594981.125000 Penalty: 3117.485840
	Iteration 58Q: 3 clusters Score -1594981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1594984.875000 Penalty: 3117.485840
	Iteration 59Q: 3 clusters Score -1594985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1594990.000000 Penalty: 3117.485840
	Iteration 60F: 3 clusters Score -1594990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1594992.125000 Penalty: 3117.485840
	Iteration 61Q: 3 clusters Score -1594992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1594996.500000 Penalty: 3117.485840
	Iteration 62Q: 3 clusters Score -1594996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1594998.375000 Penalty: 3117.485840
	Iteration 63Q: 3 clusters Score -1594998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1595005.500000 Penalty: 3117.485840
	Iteration 64Q: 3 clusters Score -1595006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1595011.000000 Penalty: 3117.485840
	Iteration 65Q: 3 clusters Score -1595011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1595012.750000 Penalty: 3117.485840
	Iteration 66Q: 3 clusters Score -1595013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1595015.625000 Penalty: 3117.485840
	Iteration 67Q: 3 clusters Score -1595016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1595016.750000 Penalty: 3117.485840
	Iteration 68Q: 3 clusters Score -1595017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1595018.750000 Penalty: 3117.485840
	Iteration 69Q: 3 clusters Score -1595019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1595018.750000 Penalty: 3117.485840
	Iteration 70Q: 3 clusters Score -1595019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1595022.125000 Penalty: 3117.485840
	Iteration 71Q: 3 clusters Score -1595022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1595023.875000 Penalty: 3117.485840
	Iteration 72Q: 3 clusters Score -1595024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1595023.875000 Penalty: 3117.485840
	Iteration 73F: 3 clusters Score -1595024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Entering Unmasked Estep 
Score: -434126.281250 Penalty: 1354.390747
	Iteration 0F: 2 clusters Score -434126.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -430680.375000 Penalty: 2708.781494
	Iteration 0F: 3 clusters Score -430680.4 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -431701.593750 Penalty: 2708.781494
	Iteration 1F: 3 clusters Score -431701.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -431926.343750 Penalty: 2708.781494
	Iteration 2F: 3 clusters Score -431926.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -432069.750000 Penalty: 2708.781494
	Iteration 3F: 3 clusters Score -432069.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -432164.468750 Penalty: 2708.781494
	Iteration 4Q: 3 clusters Score -432164.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -432244.062500 Penalty: 2708.781494
	Iteration 5Q: 3 clusters Score -432244.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -432319.406250 Penalty: 2708.781494
	Iteration 6Q: 3 clusters Score -432319.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -432392.406250 Penalty: 2708.781494
	Iteration 7Q: 3 clusters Score -432392.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -432456.500000 Penalty: 2708.781494
	Iteration 8Q: 3 clusters Score -432456.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -432519.500000 Penalty: 2708.781494
	Iteration 9Q: 3 clusters Score -432519.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -432587.062500 Penalty: 2708.781494
	Iteration 10Q: 3 clusters Score -432587.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -432671.125000 Penalty: 2708.781494
	Iteration 11Q: 3 clusters Score -432671.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -432747.218750 Penalty: 2708.781494
	Iteration 12Q: 3 clusters Score -432747.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -432823.812500 Penalty: 2708.781494
	Iteration 13Q: 3 clusters Score -432823.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -432902.375000 Penalty: 2708.781494
	Iteration 14Q: 3 clusters Score -432902.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -432967.625000 Penalty: 2708.781494
	Iteration 15Q: 3 clusters Score -432967.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -433021.843750 Penalty: 2708.781494
	Iteration 16Q: 3 clusters Score -433021.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -433062.906250 Penalty: 2708.781494
	Iteration 17Q: 3 clusters Score -433062.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -433113.593750 Penalty: 2708.781494
	Iteration 18Q: 3 clusters Score -433113.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -433168.750000 Penalty: 2708.781494
	Iteration 19Q: 3 clusters Score -433168.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -433232.218750 Penalty: 2708.781494
	Iteration 20F: 3 clusters Score -433232.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -433322.000000 Penalty: 2708.781494
	Iteration 21Q: 3 clusters Score -433322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -433415.750000 Penalty: 2708.781494
	Iteration 22Q: 3 clusters Score -433415.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -433483.375000 Penalty: 2708.781494
	Iteration 23Q: 3 clusters Score -433483.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -433520.468750 Penalty: 2708.781494
	Iteration 24Q: 3 clusters Score -433520.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -433537.906250 Penalty: 2708.781494
	Iteration 25Q: 3 clusters Score -433537.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -433544.343750 Penalty: 2708.781494
	Iteration 26Q: 3 clusters Score -433544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -433549.093750 Penalty: 2708.781494
	Iteration 27Q: 3 clusters Score -433549.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -433552.125000 Penalty: 2708.781494
	Iteration 28Q: 3 clusters Score -433552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -433553.312500 Penalty: 2708.781494
	Iteration 29Q: 3 clusters Score -433553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -433553.625000 Penalty: 2708.781494
	Iteration 30Q: 3 clusters Score -433553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -433553.625000 Penalty: 2708.781494
	Iteration 31F: 3 clusters Score -433553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Entering Unmasked Estep 
Score: -1315151.750000 Penalty: 1526.442871
	Iteration 0F: 2 clusters Score -1315152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1306688.500000 Penalty: 3052.885742
	Iteration 0F: 3 clusters Score -1306688 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1309496.750000 Penalty: 3052.885742
	Iteration 1F: 3 clusters Score -1309497 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1309814.750000 Penalty: 3052.885742
	Iteration 2F: 3 clusters Score -1309815 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1310142.000000 Penalty: 3052.885742
	Iteration 3F: 3 clusters Score -1310142 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1310558.125000 Penalty: 3052.885742
	Iteration 4F: 3 clusters Score -1310558 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1311107.625000 Penalty: 3052.885742
	Iteration 5F: 3 clusters Score -1311108 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1311733.875000 Penalty: 3052.885742
	Iteration 6F: 3 clusters Score -1311734 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1312415.375000 Penalty: 3052.885742
	Iteration 7F: 3 clusters Score -1312415 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1313034.250000 Penalty: 3052.885742
	Iteration 8F: 3 clusters Score -1313034 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1313438.250000 Penalty: 3052.885742
	Iteration 9Q: 3 clusters Score -1313438 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1313615.875000 Penalty: 3052.885742
	Iteration 10Q: 3 clusters Score -1313616 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1313686.625000 Penalty: 3052.885742
	Iteration 11Q: 3 clusters Score -1313687 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1313726.875000 Penalty: 3052.885742
	Iteration 12Q: 3 clusters Score -1313727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1313754.375000 Penalty: 3052.885742
	Iteration 13Q: 3 clusters Score -1313754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1313779.250000 Penalty: 3052.885742
	Iteration 14Q: 3 clusters Score -1313779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1313793.750000 Penalty: 3052.885742
	Iteration 15Q: 3 clusters Score -1313794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1313810.625000 Penalty: 3052.885742
	Iteration 16Q: 3 clusters Score -1313811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1313825.875000 Penalty: 3052.885742
	Iteration 17Q: 3 clusters Score -1313826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1313850.875000 Penalty: 3052.885742
	Iteration 18Q: 3 clusters Score -1313851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1313874.500000 Penalty: 3052.885742
	Iteration 19Q: 3 clusters Score -1313874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1313884.500000 Penalty: 3052.885742
	Iteration 20F: 3 clusters Score -1313884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1313894.875000 Penalty: 3052.885742
	Iteration 21Q: 3 clusters Score -1313895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1313902.000000 Penalty: 3052.885742
	Iteration 22Q: 3 clusters Score -1313902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1313908.375000 Penalty: 3052.885742
	Iteration 23Q: 3 clusters Score -1313908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1313908.125000 Penalty: 3052.885742
	Iteration 24Q: 3 clusters Score -1313908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1313916.125000 Penalty: 3052.885742
	Iteration 25Q: 3 clusters Score -1313916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1313922.750000 Penalty: 3052.885742
	Iteration 26Q: 3 clusters Score -1313923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1313926.750000 Penalty: 3052.885742
	Iteration 27Q: 3 clusters Score -1313927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1313926.750000 Penalty: 3052.885742
	Iteration 28Q: 3 clusters Score -1313927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1313933.000000 Penalty: 3052.885742
	Iteration 29Q: 3 clusters Score -1313933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1313940.750000 Penalty: 3052.885742
	Iteration 30Q: 3 clusters Score -1313941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1313941.375000 Penalty: 3052.885742
	Iteration 31Q: 3 clusters Score -1313941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1313942.625000 Penalty: 3052.885742
	Iteration 32Q: 3 clusters Score -1313943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1313946.125000 Penalty: 3052.885742
	Iteration 33Q: 3 clusters Score -1313946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1313950.250000 Penalty: 3052.885742
	Iteration 34Q: 3 clusters Score -1313950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1313950.000000 Penalty: 3052.885742
	Iteration 35Q: 3 clusters Score -1313950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1313950.500000 Penalty: 3052.885742
	Iteration 36Q: 3 clusters Score -1313950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1313950.250000 Penalty: 3052.885742
	Iteration 37Q: 3 clusters Score -1313950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1313950.250000 Penalty: 3052.885742
	Iteration 38F: 3 clusters Score -1313950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -184380.187500 Penalty: 1224.485718
	Iteration 0F: 2 clusters Score -184380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -182396.640625 Penalty: 2448.971436
	Iteration 0F: 3 clusters Score -182396.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182927.000000 Penalty: 2448.971436
	Iteration 1F: 3 clusters Score -182927 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -183123.890625 Penalty: 2448.971436
	Iteration 2F: 3 clusters Score -183123.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -183251.218750 Penalty: 2448.971436
	Iteration 3F: 3 clusters Score -183251.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183344.406250 Penalty: 2448.971436
	Iteration 4Q: 3 clusters Score -183344.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -183395.171875 Penalty: 2448.971436
	Iteration 5Q: 3 clusters Score -183395.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183426.437500 Penalty: 2448.971436
	Iteration 6Q: 3 clusters Score -183426.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183453.984375 Penalty: 2448.971436
	Iteration 7Q: 3 clusters Score -183454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -183473.671875 Penalty: 2448.971436
	Iteration 8Q: 3 clusters Score -183473.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -183493.109375 Penalty: 2448.971436
	Iteration 9Q: 3 clusters Score -183493.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183511.968750 Penalty: 2448.971436
	Iteration 10Q: 3 clusters Score -183512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183533.406250 Penalty: 2448.971436
	Iteration 11Q: 3 clusters Score -183533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183562.468750 Penalty: 2448.971436
	Iteration 12Q: 3 clusters Score -183562.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -183613.406250 Penalty: 2448.971436
	Iteration 13Q: 3 clusters Score -183613.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -183636.421875 Penalty: 2448.971436
	Iteration 14Q: 3 clusters Score -183636.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -183656.515625 Penalty: 2448.971436
	Iteration 15Q: 3 clusters Score -183656.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -183672.078125 Penalty: 2448.971436
	Iteration 16Q: 3 clusters Score -183672.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -183683.843750 Penalty: 2448.971436
	Iteration 17Q: 3 clusters Score -183683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183690.375000 Penalty: 2448.971436
	Iteration 18Q: 3 clusters Score -183690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -183692.296875 Penalty: 2448.971436
	Iteration 19Q: 3 clusters Score -183692.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -183692.296875 Penalty: 2448.971436
	Iteration 20F: 3 clusters Score -183692.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -535059.437500 Penalty: 1392.250732
	Iteration 0F: 2 clusters Score -535059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -530878.750000 Penalty: 2784.501465
	Iteration 0F: 3 clusters Score -530878.8 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -532036.500000 Penalty: 2784.501465
	Iteration 1F: 3 clusters Score -532036.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -532240.875000 Penalty: 2784.501465
	Iteration 2F: 3 clusters Score -532240.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -532415.312500 Penalty: 2784.501465
	Iteration 3F: 3 clusters Score -532415.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -532602.250000 Penalty: 2784.501465
	Iteration 4F: 3 clusters Score -532602.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -532823.625000 Penalty: 2784.501465
	Iteration 5F: 3 clusters Score -532823.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -533010.375000 Penalty: 2784.501465
	Iteration 6F: 3 clusters Score -533010.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -533176.937500 Penalty: 2784.501465
	Iteration 7Q: 3 clusters Score -533176.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -533334.187500 Penalty: 2784.501465
	Iteration 8Q: 3 clusters Score -533334.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -533487.062500 Penalty: 2784.501465
	Iteration 9Q: 3 clusters Score -533487.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -533619.062500 Penalty: 2784.501465
	Iteration 10Q: 3 clusters Score -533619.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -533725.062500 Penalty: 2784.501465
	Iteration 11Q: 3 clusters Score -533725.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -533802.375000 Penalty: 2784.501465
	Iteration 12Q: 3 clusters Score -533802.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -533878.437500 Penalty: 2784.501465
	Iteration 13Q: 3 clusters Score -533878.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -533982.875000 Penalty: 2784.501465
	Iteration 14Q: 3 clusters Score -533982.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -534087.312500 Penalty: 2784.501465
	Iteration 15Q: 3 clusters Score -534087.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -534121.562500 Penalty: 2784.501465
	Iteration 16Q: 3 clusters Score -534121.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -534141.625000 Penalty: 2784.501465
	Iteration 17Q: 3 clusters Score -534141.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -534154.125000 Penalty: 2784.501465
	Iteration 18Q: 3 clusters Score -534154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -534160.250000 Penalty: 2784.501465
	Iteration 19Q: 3 clusters Score -534160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -534162.250000 Penalty: 2784.501465
	Iteration 20F: 3 clusters Score -534162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -534162.000000 Penalty: 2784.501465
	Iteration 21Q: 3 clusters Score -534162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -534162.562500 Penalty: 2784.501465
	Iteration 22Q: 3 clusters Score -534162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -534162.375000 Penalty: 2784.501465
	Iteration 23Q: 3 clusters Score -534162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -534164.125000 Penalty: 2784.501465
	Iteration 24Q: 3 clusters Score -534164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -534163.687500 Penalty: 2784.501465
	Iteration 25Q: 3 clusters Score -534163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -534164.062500 Penalty: 2784.501465
	Iteration 26Q: 3 clusters Score -534164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -534164.062500 Penalty: 2784.501465
	Iteration 27F: 3 clusters Score -534164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -540876.000000 Penalty: 1392.836670
	Iteration 0F: 2 clusters Score -540876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -536631.687500 Penalty: 2785.673340
	Iteration 0F: 3 clusters Score -536631.7 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -537886.375000 Penalty: 2785.673340
	Iteration 1F: 3 clusters Score -537886.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -538165.187500 Penalty: 2785.673340
	Iteration 2F: 3 clusters Score -538165.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -538434.687500 Penalty: 2785.673340
	Iteration 3F: 3 clusters Score -538434.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -538680.437500 Penalty: 2785.673340
	Iteration 4F: 3 clusters Score -538680.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -538868.375000 Penalty: 2785.673340
	Iteration 5F: 3 clusters Score -538868.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -539050.062500 Penalty: 2785.673340
	Iteration 6Q: 3 clusters Score -539050.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -539243.125000 Penalty: 2785.673340
	Iteration 7Q: 3 clusters Score -539243.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -539437.875000 Penalty: 2785.673340
	Iteration 8Q: 3 clusters Score -539437.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -539594.875000 Penalty: 2785.673340
	Iteration 9Q: 3 clusters Score -539594.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -539709.250000 Penalty: 2785.673340
	Iteration 10Q: 3 clusters Score -539709.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -539778.375000 Penalty: 2785.673340
	Iteration 11Q: 3 clusters Score -539778.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -539820.437500 Penalty: 2785.673340
	Iteration 12Q: 3 clusters Score -539820.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -539854.250000 Penalty: 2785.673340
	Iteration 13Q: 3 clusters Score -539854.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -539881.187500 Penalty: 2785.673340
	Iteration 14Q: 3 clusters Score -539881.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -539903.312500 Penalty: 2785.673340
	Iteration 15Q: 3 clusters Score -539903.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -539918.312500 Penalty: 2785.673340
	Iteration 16Q: 3 clusters Score -539918.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -539935.750000 Penalty: 2785.673340
	Iteration 17Q: 3 clusters Score -539935.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -539952.437500 Penalty: 2785.673340
	Iteration 18Q: 3 clusters Score -539952.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -539967.562500 Penalty: 2785.673340
	Iteration 19Q: 3 clusters Score -539967.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -539976.437500 Penalty: 2785.673340
	Iteration 20F: 3 clusters Score -539976.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -539978.187500 Penalty: 2785.673340
	Iteration 21Q: 3 clusters Score -539978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -539978.062500 Penalty: 2785.673340
	Iteration 22Q: 3 clusters Score -539978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -539979.375000 Penalty: 2785.673340
	Iteration 23Q: 3 clusters Score -539979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -539980.687500 Penalty: 2785.673340
	Iteration 24Q: 3 clusters Score -539980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -539982.937500 Penalty: 2785.673340
	Iteration 25Q: 3 clusters Score -539982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -539983.875000 Penalty: 2785.673340
	Iteration 26Q: 3 clusters Score -539983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -539983.875000 Penalty: 2785.673340
	Iteration 27F: 3 clusters Score -539983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (67086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Entering Unmasked Estep 
Score: -6923208.000000 Penalty: 1805.981201
	Iteration 0F: 2 clusters Score -6923208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -6878581.500000 Penalty: 3611.962402
	Iteration 0F: 3 clusters Score -6878582 nChanged 31538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -6896668.500000 Penalty: 3611.962402
	Iteration 1F: 3 clusters Score -6896668 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6897408.500000 Penalty: 3611.962402
	Iteration 2Q: 3 clusters Score -6897408 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6898459.000000 Penalty: 3611.962402
	Iteration 3Q: 3 clusters Score -6898459 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6899936.000000 Penalty: 3611.962402
	Iteration 4Q: 3 clusters Score -6899936 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -6901904.000000 Penalty: 3611.962402
	Iteration 5F: 3 clusters Score -6901904 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -6904633.500000 Penalty: 3611.962402
	Iteration 6F: 3 clusters Score -6904634 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -6907513.500000 Penalty: 3611.962402
	Iteration 7F: 3 clusters Score -6907514 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -6909971.500000 Penalty: 3611.962402
	Iteration 8F: 3 clusters Score -6909972 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -6911546.000000 Penalty: 3611.962402
	Iteration 9Q: 3 clusters Score -6911546 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -6912369.000000 Penalty: 3611.962402
	Iteration 10Q: 3 clusters Score -6912369 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -6912759.500000 Penalty: 3611.962402
	Iteration 11Q: 3 clusters Score -6912760 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -6912876.000000 Penalty: 3611.962402
	Iteration 12Q: 3 clusters Score -6912876 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -6913006.000000 Penalty: 3611.962402
	Iteration 13Q: 3 clusters Score -6913006 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -6913124.500000 Penalty: 3611.962402
	Iteration 14Q: 3 clusters Score -6913124 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -6913197.000000 Penalty: 3611.962402
	Iteration 15Q: 3 clusters Score -6913197 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -6913302.000000 Penalty: 3611.962402
	Iteration 16Q: 3 clusters Score -6913302 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -6913418.500000 Penalty: 3611.962402
	Iteration 17Q: 3 clusters Score -6913418 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -6913561.500000 Penalty: 3611.962402
	Iteration 18Q: 3 clusters Score -6913562 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -6913690.000000 Penalty: 3611.962402
	Iteration 19Q: 3 clusters Score -6913690 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -6913789.500000 Penalty: 3611.962402
	Iteration 20F: 3 clusters Score -6913790 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -6913919.500000 Penalty: 3611.962402
	Iteration 21Q: 3 clusters Score -6913920 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -6914082.000000 Penalty: 3611.962402
	Iteration 22Q: 3 clusters Score -6914082 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -6914231.000000 Penalty: 3611.962402
	Iteration 23Q: 3 clusters Score -6914231 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -6914392.500000 Penalty: 3611.962402
	Iteration 24Q: 3 clusters Score -6914392 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6914554.000000 Penalty: 3611.962402
	Iteration 25Q: 3 clusters Score -6914554 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6914725.000000 Penalty: 3611.962402
	Iteration 26Q: 3 clusters Score -6914725 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -6914995.000000 Penalty: 3611.962402
	Iteration 27Q: 3 clusters Score -6914995 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -6915203.500000 Penalty: 3611.962402
	Iteration 28Q: 3 clusters Score -6915204 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -6915464.500000 Penalty: 3611.962402
	Iteration 29Q: 3 clusters Score -6915464 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -6915789.000000 Penalty: 3611.962402
	Iteration 30Q: 3 clusters Score -6915789 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -6916168.000000 Penalty: 3611.962402
	Iteration 31Q: 3 clusters Score -6916168 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6916585.000000 Penalty: 3611.962402
	Iteration 32Q: 3 clusters Score -6916585 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -6917063.500000 Penalty: 3611.962402
	Iteration 33Q: 3 clusters Score -6917064 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -6917602.000000 Penalty: 3611.962402
	Iteration 34Q: 3 clusters Score -6917602 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6918231.500000 Penalty: 3611.962402
	Iteration 35Q: 3 clusters Score -6918232 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -6918877.500000 Penalty: 3611.962402
	Iteration 36Q: 3 clusters Score -6918878 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -6919596.000000 Penalty: 3611.962402
	Iteration 37Q: 3 clusters Score -6919596 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -6920296.500000 Penalty: 3611.962402
	Iteration 38Q: 3 clusters Score -6920296 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -6920976.500000 Penalty: 3611.962402
	Iteration 39Q: 3 clusters Score -6920976 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -6921743.500000 Penalty: 3611.962402
	Iteration 40F: 3 clusters Score -6921744 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -6922339.500000 Penalty: 3611.962402
	Iteration 41Q: 3 clusters Score -6922340 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -6922769.500000 Penalty: 3611.962402
	Iteration 42Q: 3 clusters Score -6922770 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6923098.000000 Penalty: 3611.962402
	Iteration 43Q: 3 clusters Score -6923098 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -6923247.000000 Penalty: 3611.962402
	Iteration 44Q: 3 clusters Score -6923247 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -6923400.500000 Penalty: 3611.962402
	Iteration 45Q: 3 clusters Score -6923400 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -6923557.000000 Penalty: 3611.962402
	Iteration 46Q: 3 clusters Score -6923557 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -6923705.500000 Penalty: 3611.962402
	Iteration 47Q: 3 clusters Score -6923706 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -6923834.000000 Penalty: 3611.962402
	Iteration 48Q: 3 clusters Score -6923834 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -6923913.000000 Penalty: 3611.962402
	Iteration 49Q: 3 clusters Score -6923913 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -6924038.500000 Penalty: 3611.962402
	Iteration 50Q: 3 clusters Score -6924038 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -6924132.500000 Penalty: 3611.962402
	Iteration 51Q: 3 clusters Score -6924132 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -6924207.000000 Penalty: 3611.962402
	Iteration 52Q: 3 clusters Score -6924207 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -6924292.000000 Penalty: 3611.962402
	Iteration 53Q: 3 clusters Score -6924292 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -6924371.500000 Penalty: 3611.962402
	Iteration 54Q: 3 clusters Score -6924372 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -6924432.000000 Penalty: 3611.962402
	Iteration 55Q: 3 clusters Score -6924432 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -6924544.500000 Penalty: 3611.962402
	Iteration 56Q: 3 clusters Score -6924544 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -6924625.000000 Penalty: 3611.962402
	Iteration 57Q: 3 clusters Score -6924625 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -6924731.000000 Penalty: 3611.962402
	Iteration 58Q: 3 clusters Score -6924731 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -6924801.500000 Penalty: 3611.962402
	Iteration 59Q: 3 clusters Score -6924802 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -6924950.500000 Penalty: 3611.962402
	Iteration 60F: 3 clusters Score -6924950 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -6925080.000000 Penalty: 3611.962402
	Iteration 61Q: 3 clusters Score -6925080 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -6925206.000000 Penalty: 3611.962402
	Iteration 62Q: 3 clusters Score -6925206 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -6925291.500000 Penalty: 3611.962402
	Iteration 63Q: 3 clusters Score -6925292 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -6925410.500000 Penalty: 3611.962402
	Iteration 64Q: 3 clusters Score -6925410 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -6925473.500000 Penalty: 3611.962402
	Iteration 65Q: 3 clusters Score -6925474 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -6925525.000000 Penalty: 3611.962402
	Iteration 66Q: 3 clusters Score -6925525 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -6925591.000000 Penalty: 3611.962402
	Iteration 67Q: 3 clusters Score -6925591 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6925635.500000 Penalty: 3611.962402
	Iteration 68Q: 3 clusters Score -6925636 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -6925651.500000 Penalty: 3611.962402
	Iteration 69Q: 3 clusters Score -6925652 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6925693.000000 Penalty: 3611.962402
	Iteration 70Q: 3 clusters Score -6925693 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -6925709.000000 Penalty: 3611.962402
	Iteration 71Q: 3 clusters Score -6925709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -6925721.500000 Penalty: 3611.962402
	Iteration 72Q: 3 clusters Score -6925722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -6925724.000000 Penalty: 3611.962402
	Iteration 73Q: 3 clusters Score -6925724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -6925714.000000 Penalty: 3611.962402
	Iteration 74Q: 3 clusters Score -6925714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -6925709.500000 Penalty: 3611.962402
	Iteration 75Q: 3 clusters Score -6925710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -6925709.500000 Penalty: 3611.962402
	Iteration 76Q: 3 clusters Score -6925710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -6925702.500000 Penalty: 3611.962402
	Iteration 77Q: 3 clusters Score -6925702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -6925716.500000 Penalty: 3611.962402
	Iteration 78Q: 3 clusters Score -6925716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -6925720.000000 Penalty: 3611.962402
	Iteration 79Q: 3 clusters Score -6925720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -6925709.500000 Penalty: 3611.962402
	Iteration 80F: 3 clusters Score -6925710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -6925717.000000 Penalty: 3611.962402
	Iteration 81Q: 3 clusters Score -6925717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -6925707.500000 Penalty: 3611.962402
	Iteration 82Q: 3 clusters Score -6925708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -6925708.000000 Penalty: 3611.962402
	Iteration 83Q: 3 clusters Score -6925708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -6925714.500000 Penalty: 3611.962402
	Iteration 84Q: 3 clusters Score -6925714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6925713.500000 Penalty: 3611.962402
	Iteration 85Q: 3 clusters Score -6925714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6925713.500000 Penalty: 3611.962402
	Iteration 86F: 3 clusters Score -6925714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 385 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 59524 members 
Mstep: Class 36 contains 179951 members 
Mstep: Class 37 contains 103349 members 
Mstep: Class 38 contains 170221 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 165 members 
Mstep: Class 41 contains 7562 members 
Entering Unmasked Estep 
Score: -101027608.000000 Penalty: 91867.312500
Splitting cluster 35 changes total score from -101024176.000000 to -101027608.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 36 (179951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179951 members 
Entering Unmasked Estep 
Score: -19478796.000000 Penalty: 1966.321533
	Iteration 0F: 2 clusters Score -1.94788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -19380196.000000 Penalty: 3932.643066
	Iteration 0F: 3 clusters Score -1.93802e+07 nChanged 87226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -19431844.000000 Penalty: 3932.643066
	Iteration 1F: 3 clusters Score -1.943184e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -19432662.000000 Penalty: 3932.643066
	Iteration 2Q: 3 clusters Score -1.943266e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -19434082.000000 Penalty: 3932.643066
	Iteration 3Q: 3 clusters Score -1.943408e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -19436284.000000 Penalty: 3932.643066
	Iteration 4Q: 3 clusters Score -1.943628e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 115208 members 
Entering Unmasked Estep 
Score: -19439576.000000 Penalty: 3932.643066
	Iteration 5F: 3 clusters Score -1.943958e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -19444268.000000 Penalty: 3932.643066
	Iteration 6F: 3 clusters Score -1.944427e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -19451438.000000 Penalty: 3932.643066
	Iteration 7F: 3 clusters Score -1.945144e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -19459334.000000 Penalty: 3932.643066
	Iteration 8F: 3 clusters Score -1.945933e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -19463460.000000 Penalty: 3932.643066
	Iteration 9F: 3 clusters Score -1.946346e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 123273 members 
Entering Unmasked Estep 
Score: -19464244.000000 Penalty: 3932.643066
	Iteration 10Q: 3 clusters Score -1.946424e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -19464212.000000 Penalty: 3932.643066
	Iteration 11Q: 3 clusters Score -1.946421e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -19464196.000000 Penalty: 3932.643066
	Iteration 12Q: 3 clusters Score -1.94642e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -19464156.000000 Penalty: 3932.643066
	Iteration 13Q: 3 clusters Score -1.946416e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -19464146.000000 Penalty: 3932.643066
	Iteration 14Q: 3 clusters Score -1.946415e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -19464426.000000 Penalty: 3932.643066
	Iteration 15Q: 3 clusters Score -1.946443e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -19464544.000000 Penalty: 3932.643066
	Iteration 16Q: 3 clusters Score -1.946454e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 106552 members 
Entering Unmasked Estep 
Score: -19464756.000000 Penalty: 3932.643066
	Iteration 17Q: 3 clusters Score -1.946476e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -19464942.000000 Penalty: 3932.643066
	Iteration 18Q: 3 clusters Score -1.946494e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -19465340.000000 Penalty: 3932.643066
	Iteration 19Q: 3 clusters Score -1.946534e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -19465458.000000 Penalty: 3932.643066
	Iteration 20F: 3 clusters Score -1.946546e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -19465816.000000 Penalty: 3932.643066
	Iteration 21Q: 3 clusters Score -1.946582e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -19466036.000000 Penalty: 3932.643066
	Iteration 22Q: 3 clusters Score -1.946604e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -19466224.000000 Penalty: 3932.643066
	Iteration 23Q: 3 clusters Score -1.946622e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -19466358.000000 Penalty: 3932.643066
	Iteration 24Q: 3 clusters Score -1.946636e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -19466536.000000 Penalty: 3932.643066
	Iteration 25Q: 3 clusters Score -1.946654e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -19466716.000000 Penalty: 3932.643066
	Iteration 26Q: 3 clusters Score -1.946672e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -19466950.000000 Penalty: 3932.643066
	Iteration 27Q: 3 clusters Score -1.946695e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -19467234.000000 Penalty: 3932.643066
	Iteration 28Q: 3 clusters Score -1.946723e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -19467596.000000 Penalty: 3932.643066
	Iteration 29Q: 3 clusters Score -1.94676e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -19468046.000000 Penalty: 3932.643066
	Iteration 30Q: 3 clusters Score -1.946805e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -19468558.000000 Penalty: 3932.643066
	Iteration 31Q: 3 clusters Score -1.946856e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -19469020.000000 Penalty: 3932.643066
	Iteration 32Q: 3 clusters Score -1.946902e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115150 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -19469680.000000 Penalty: 3932.643066
	Iteration 33Q: 3 clusters Score -1.946968e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120249 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -19470426.000000 Penalty: 3932.643066
	Iteration 34Q: 3 clusters Score -1.947043e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -19471136.000000 Penalty: 3932.643066
	Iteration 35Q: 3 clusters Score -1.947114e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131037 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -19472052.000000 Penalty: 3932.643066
	Iteration 36Q: 3 clusters Score -1.947205e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -19472860.000000 Penalty: 3932.643066
	Iteration 37Q: 3 clusters Score -1.947286e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140572 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -19473356.000000 Penalty: 3932.643066
	Iteration 38Q: 3 clusters Score -1.947336e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -19473736.000000 Penalty: 3932.643066
	Iteration 39Q: 3 clusters Score -1.947374e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -19475902.000000 Penalty: 3932.643066
	Iteration 40F: 3 clusters Score -1.94759e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -19477206.000000 Penalty: 3932.643066
	Iteration 41Q: 3 clusters Score -1.947721e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -19478010.000000 Penalty: 3932.643066
	Iteration 42Q: 3 clusters Score -1.947801e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -19478790.000000 Penalty: 3932.643066
	Iteration 43Q: 3 clusters Score -1.947879e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -19479386.000000 Penalty: 3932.643066
	Iteration 44Q: 3 clusters Score -1.947939e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -19479884.000000 Penalty: 3932.643066
	Iteration 45Q: 3 clusters Score -1.947988e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -19480504.000000 Penalty: 3932.643066
	Iteration 46Q: 3 clusters Score -1.94805e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168567 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -19480818.000000 Penalty: 3932.643066
	Iteration 47Q: 3 clusters Score -1.948082e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -19480522.000000 Penalty: 3932.643066
	Iteration 48Q: 3 clusters Score -1.948052e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -19480208.000000 Penalty: 3932.643066
	Iteration 49Q: 3 clusters Score -1.948021e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -19480098.000000 Penalty: 3932.643066
	Iteration 50Q: 3 clusters Score -1.94801e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173486 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -19479888.000000 Penalty: 3932.643066
	Iteration 51Q: 3 clusters Score -1.947989e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174295 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -19479738.000000 Penalty: 3932.643066
	Iteration 52Q: 3 clusters Score -1.947974e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174940 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -19479436.000000 Penalty: 3932.643066
	Iteration 53Q: 3 clusters Score -1.947944e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175487 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -19479246.000000 Penalty: 3932.643066
	Iteration 54Q: 3 clusters Score -1.947925e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19479044.000000 Penalty: 3932.643066
	Iteration 55Q: 3 clusters Score -1.947904e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -19478824.000000 Penalty: 3932.643066
	Iteration 56Q: 3 clusters Score -1.947882e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -19478668.000000 Penalty: 3932.643066
	Iteration 57Q: 3 clusters Score -1.947867e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176841 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19478582.000000 Penalty: 3932.643066
	Iteration 58Q: 3 clusters Score -1.947858e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -19478472.000000 Penalty: 3932.643066
	Iteration 59Q: 3 clusters Score -1.947847e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177274 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -19478346.000000 Penalty: 3932.643066
	Iteration 60F: 3 clusters Score -1.947835e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177474 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -19478338.000000 Penalty: 3932.643066
	Iteration 61Q: 3 clusters Score -1.947834e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -19478230.000000 Penalty: 3932.643066
	Iteration 62Q: 3 clusters Score -1.947823e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177767 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -19478204.000000 Penalty: 3932.643066
	Iteration 63Q: 3 clusters Score -1.94782e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19478156.000000 Penalty: 3932.643066
	Iteration 64Q: 3 clusters Score -1.947816e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177978 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -19478108.000000 Penalty: 3932.643066
	Iteration 65Q: 3 clusters Score -1.947811e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178055 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -19478094.000000 Penalty: 3932.643066
	Iteration 66Q: 3 clusters Score -1.947809e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -19478092.000000 Penalty: 3932.643066
	Iteration 67Q: 3 clusters Score -1.947809e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19478058.000000 Penalty: 3932.643066
	Iteration 68Q: 3 clusters Score -1.947806e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19478050.000000 Penalty: 3932.643066
	Iteration 69Q: 3 clusters Score -1.947805e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178286 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -19478062.000000 Penalty: 3932.643066
	Iteration 70Q: 3 clusters Score -1.947806e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19478064.000000 Penalty: 3932.643066
	Iteration 71Q: 3 clusters Score -1.947806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178375 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19478032.000000 Penalty: 3932.643066
	Iteration 72Q: 3 clusters Score -1.947803e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178419 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -19478036.000000 Penalty: 3932.643066
	Iteration 73Q: 3 clusters Score -1.947804e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178458 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19478036.000000 Penalty: 3932.643066
	Iteration 74Q: 3 clusters Score -1.947804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19478000.000000 Penalty: 3932.643066
	Iteration 75Q: 3 clusters Score -1.9478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19477990.000000 Penalty: 3932.643066
	Iteration 76Q: 3 clusters Score -1.947799e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -19478012.000000 Penalty: 3932.643066
	Iteration 77Q: 3 clusters Score -1.947801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178570 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -19477990.000000 Penalty: 3932.643066
	Iteration 78Q: 3 clusters Score -1.947799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178581 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -19477992.000000 Penalty: 3932.643066
	Iteration 79Q: 3 clusters Score -1.947799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178582 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19477984.000000 Penalty: 3932.643066
	Iteration 80F: 3 clusters Score -1.947798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19477968.000000 Penalty: 3932.643066
	Iteration 81Q: 3 clusters Score -1.947797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178596 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19477966.000000 Penalty: 3932.643066
	Iteration 82Q: 3 clusters Score -1.947797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178607 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19477976.000000 Penalty: 3932.643066
	Iteration 83Q: 3 clusters Score -1.947798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178619 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19477962.000000 Penalty: 3932.643066
	Iteration 84Q: 3 clusters Score -1.947796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178633 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -19477972.000000 Penalty: 3932.643066
	Iteration 85Q: 3 clusters Score -1.947797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178647 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -19477972.000000 Penalty: 3932.643066
	Iteration 86Q: 3 clusters Score -1.947797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178660 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19477956.000000 Penalty: 3932.643066
	Iteration 87Q: 3 clusters Score -1.947796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19477950.000000 Penalty: 3932.643066
	Iteration 88Q: 3 clusters Score -1.947795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178678 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19477932.000000 Penalty: 3932.643066
	Iteration 89Q: 3 clusters Score -1.947793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178684 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19477932.000000 Penalty: 3932.643066
	Iteration 90Q: 3 clusters Score -1.947793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178686 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19477926.000000 Penalty: 3932.643066
	Iteration 91Q: 3 clusters Score -1.947793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178689 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19477934.000000 Penalty: 3932.643066
	Iteration 92Q: 3 clusters Score -1.947793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19477940.000000 Penalty: 3932.643066
	Iteration 93Q: 3 clusters Score -1.947794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19477928.000000 Penalty: 3932.643066
	Iteration 94Q: 3 clusters Score -1.947793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19477916.000000 Penalty: 3932.643066
	Iteration 95Q: 3 clusters Score -1.947792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178711 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19477934.000000 Penalty: 3932.643066
	Iteration 96Q: 3 clusters Score -1.947793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178718 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19477954.000000 Penalty: 3932.643066
	Iteration 97Q: 3 clusters Score -1.947795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19477938.000000 Penalty: 3932.643066
	Iteration 98Q: 3 clusters Score -1.947794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178741 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19477948.000000 Penalty: 3932.643066
	Iteration 99Q: 3 clusters Score -1.947795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178746 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19477942.000000 Penalty: 3932.643066
	Iteration 100F: 3 clusters Score -1.947794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178750 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -19477958.000000 Penalty: 3932.643066
	Iteration 101Q: 3 clusters Score -1.947796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19477938.000000 Penalty: 3932.643066
	Iteration 102Q: 3 clusters Score -1.947794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19477938.000000 Penalty: 3932.643066
	Iteration 103Q: 3 clusters Score -1.947794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19477924.000000 Penalty: 3932.643066
	Iteration 104Q: 3 clusters Score -1.947792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -19477914.000000 Penalty: 3932.643066
	Iteration 105Q: 3 clusters Score -1.947791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -19477916.000000 Penalty: 3932.643066
	Iteration 106Q: 3 clusters Score -1.947792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178777 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -19477914.000000 Penalty: 3932.643066
	Iteration 107Q: 3 clusters Score -1.947791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178782 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -19477908.000000 Penalty: 3932.643066
	Iteration 108Q: 3 clusters Score -1.947791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19477900.000000 Penalty: 3932.643066
	Iteration 109Q: 3 clusters Score -1.94779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -19477892.000000 Penalty: 3932.643066
	Iteration 110Q: 3 clusters Score -1.947789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178784 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19477888.000000 Penalty: 3932.643066
	Iteration 111Q: 3 clusters Score -1.947789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -19477896.000000 Penalty: 3932.643066
	Iteration 112Q: 3 clusters Score -1.94779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178786 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19477894.000000 Penalty: 3932.643066
	Iteration 113Q: 3 clusters Score -1.947789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19477892.000000 Penalty: 3932.643066
	Iteration 114Q: 3 clusters Score -1.947789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178789 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19477906.000000 Penalty: 3932.643066
	Iteration 115Q: 3 clusters Score -1.947791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178789 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19477900.000000 Penalty: 3932.643066
	Iteration 116Q: 3 clusters Score -1.94779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19477906.000000 Penalty: 3932.643066
	Iteration 117Q: 3 clusters Score -1.947791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178786 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19477904.000000 Penalty: 3932.643066
	Iteration 118Q: 3 clusters Score -1.94779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178786 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19477892.000000 Penalty: 3932.643066
	Iteration 119Q: 3 clusters Score -1.947789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178786 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19477896.000000 Penalty: 3932.643066
	Iteration 120F: 3 clusters Score -1.94779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19477894.000000 Penalty: 3932.643066
	Iteration 121Q: 3 clusters Score -1.947789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19477894.000000 Penalty: 3932.643066
	Iteration 122F: 3 clusters Score -1.947789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 89278 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 22827 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 109653 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 385 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 14651 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12010 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 59524 members 
Mstep: Class 36 contains 179951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101029280.000000 Penalty: 91867.312500
Iteration 79Q: 42 clusters Score -1.010293e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 89301 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 10053 members 
Mstep: Class 8 contains 1935 members 
Mstep: Class 9 contains 10863 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 16034 members 
Mstep: Class 12 contains 14266 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 22935 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 49812 members 
Mstep: Class 20 contains 4489 members 
Mstep: Class 21 contains 570 members 
Mstep: Class 22 contains 7018 members 
Mstep: Class 23 contains 109696 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 398 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 1708 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 14697 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 12019 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 5220 members 
Mstep: Class 34 contains 5280 members 
Mstep: Class 35 contains 59786 members 
Mstep: Class 36 contains 179994 members 
Mstep: Class 37 contains 103204 members 
Mstep: Class 38 contains 169517 members 
Mstep: Class 39 contains 196 members 
Mstep: Class 40 contains 182 members 
Mstep: Class 41 contains 7523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101030896.000000 Penalty: 91867.312500
Iteration 80F: 42 clusters Score -1.010309e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 10811 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 89254 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1026 members 
Mstep: Class 11 contains 15848 members 
Mstep: Class 12 contains 14280 members 
Mstep: Class 13 contains 4105 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 16 contains 22825 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 1414 members 
Mstep: Class 19 contains 49772 members 
Mstep: Class 20 contains 4443 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 7000 members 
Mstep: Class 23 contains 109605 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 401 members 
Mstep: Class 26 contains 5065 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 14644 members 
Mstep: Class 30 contains 4162 members 
Mstep: Class 31 contains 11990 members 
Mstep: Class 32 contains 1863 members 
Mstep: Class 33 contains 5183 members 
Mstep: Class 34 contains 5274 members 
Mstep: Class 35 contains 59789 members 
Mstep: Class 36 contains 180055 members 
Mstep: Class 37 contains 103193 members 
Mstep: Class 38 contains 170143 members 
Mstep: Class 39 contains 198 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 7710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2229.559570 but Gain 2240.664062
Score: -101031536.000000 Penalty: 89626.648438
Iteration 81Q: 41 clusters Score -1.010315e+08 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 89234 members 
Mstep: Class 5 contains 6558 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 10016 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 15664 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 23438 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 19 contains 49744 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 7002 members 
Mstep: Class 23 contains 109559 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 397 members 
Mstep: Class 26 contains 5185 members 
Mstep: Class 27 contains 1666 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 14596 members 
Mstep: Class 30 contains 4159 members 
Mstep: Class 31 contains 11960 members 
Mstep: Class 32 contains 1863 members 
Mstep: Class 33 contains 5160 members 
Mstep: Class 34 contains 5277 members 
Mstep: Class 35 contains 59808 members 
Mstep: Class 36 contains 180081 members 
Mstep: Class 37 contains 103160 members 
Mstep: Class 38 contains 171061 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 7821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034056.000000 Penalty: 89626.648438
Iteration 82Q: 41 clusters Score -1.010341e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 89227 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 11667 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 15477 members 
Mstep: Class 12 contains 14424 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 23623 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49736 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 109525 members 
Mstep: Class 24 contains 5815 members 
Mstep: Class 25 contains 397 members 
Mstep: Class 26 contains 5298 members 
Mstep: Class 27 contains 1667 members 
Mstep: Class 28 contains 249 members 
Mstep: Class 29 contains 14566 members 
Mstep: Class 30 contains 4157 members 
Mstep: Class 31 contains 11955 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 5094 members 
Mstep: Class 34 contains 5275 members 
Mstep: Class 35 contains 59835 members 
Mstep: Class 36 contains 180129 members 
Mstep: Class 37 contains 103137 members 
Mstep: Class 38 contains 171181 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 182 members 
Mstep: Class 41 contains 7882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034504.000000 Penalty: 89626.648438
Iteration 83Q: 41 clusters Score -1.010345e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 89223 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 10016 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 15276 members 
Mstep: Class 12 contains 14507 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 19 contains 49725 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 6966 members 
Mstep: Class 23 contains 109452 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 251 members 
Mstep: Class 29 contains 14526 members 
Mstep: Class 30 contains 4154 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 5041 members 
Mstep: Class 34 contains 5277 members 
Mstep: Class 35 contains 59845 members 
Mstep: Class 36 contains 180205 members 
Mstep: Class 37 contains 103137 members 
Mstep: Class 38 contains 171325 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 7920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101034792.000000 Penalty: 89626.648438
Iteration 84Q: 41 clusters Score -1.010348e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 89214 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 11621 members 
Mstep: Class 7 contains 10017 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 10830 members 
Mstep: Class 10 contains 1074 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 14607 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 23859 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49725 members 
Mstep: Class 20 contains 4318 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 109390 members 
Mstep: Class 24 contains 5815 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 5608 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 252 members 
Mstep: Class 29 contains 14490 members 
Mstep: Class 30 contains 4151 members 
Mstep: Class 31 contains 11923 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 4992 members 
Mstep: Class 34 contains 5280 members 
Mstep: Class 35 contains 59848 members 
Mstep: Class 36 contains 180278 members 
Mstep: Class 37 contains 103131 members 
Mstep: Class 38 contains 171446 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 7943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035328.000000 Penalty: 89626.648438
Iteration 85Q: 41 clusters Score -1.010353e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 10591 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 89203 members 
Mstep: Class 5 contains 6376 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 10018 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 14763 members 
Mstep: Class 12 contains 14711 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 23913 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49729 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 109377 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 5747 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 252 members 
Mstep: Class 29 contains 14468 members 
Mstep: Class 30 contains 4150 members 
Mstep: Class 31 contains 11909 members 
Mstep: Class 32 contains 1858 members 
Mstep: Class 33 contains 4950 members 
Mstep: Class 34 contains 5282 members 
Mstep: Class 35 contains 59842 members 
Mstep: Class 36 contains 180308 members 
Mstep: Class 37 contains 103121 members 
Mstep: Class 38 contains 171592 members 
Mstep: Class 39 contains 205 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035720.000000 Penalty: 89626.648438
Iteration 86Q: 41 clusters Score -1.010357e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 89195 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 6 contains 11625 members 
Mstep: Class 7 contains 10015 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 14512 members 
Mstep: Class 12 contains 14819 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 23922 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49721 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 6959 members 
Mstep: Class 23 contains 109378 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 396 members 
Mstep: Class 26 contains 5892 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14452 members 
Mstep: Class 30 contains 4151 members 
Mstep: Class 31 contains 11891 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 4923 members 
Mstep: Class 34 contains 5285 members 
Mstep: Class 35 contains 59828 members 
Mstep: Class 36 contains 180335 members 
Mstep: Class 37 contains 103112 members 
Mstep: Class 38 contains 171762 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 7972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035720.000000 Penalty: 89626.648438
Iteration 87Q: 41 clusters Score -1.010357e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 89190 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 11618 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 10843 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 14297 members 
Mstep: Class 12 contains 14910 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 23941 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49725 members 
Mstep: Class 20 contains 4241 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6957 members 
Mstep: Class 23 contains 109354 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14433 members 
Mstep: Class 30 contains 4149 members 
Mstep: Class 31 contains 11882 members 
Mstep: Class 32 contains 1852 members 
Mstep: Class 33 contains 4899 members 
Mstep: Class 34 contains 5287 members 
Mstep: Class 35 contains 59815 members 
Mstep: Class 36 contains 180382 members 
Mstep: Class 37 contains 103109 members 
Mstep: Class 38 contains 171888 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 7986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101035976.000000 Penalty: 89626.648438
Iteration 88Q: 41 clusters Score -1.01036e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 10537 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 89186 members 
Mstep: Class 5 contains 6286 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 10845 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 14151 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 4217 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 23948 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 19 contains 49734 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 6955 members 
Mstep: Class 23 contains 109354 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 6120 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14425 members 
Mstep: Class 30 contains 4146 members 
Mstep: Class 31 contains 11871 members 
Mstep: Class 32 contains 1849 members 
Mstep: Class 33 contains 4871 members 
Mstep: Class 34 contains 5288 members 
Mstep: Class 35 contains 59806 members 
Mstep: Class 36 contains 180401 members 
Mstep: Class 37 contains 103104 members 
Mstep: Class 38 contains 172003 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 7998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036104.000000 Penalty: 89626.648438
Iteration 89Q: 41 clusters Score -1.010361e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89185 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 11603 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 14037 members 
Mstep: Class 12 contains 14993 members 
Mstep: Class 13 contains 4221 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 19 contains 49725 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 6955 members 
Mstep: Class 23 contains 109365 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 1654 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14419 members 
Mstep: Class 30 contains 4145 members 
Mstep: Class 31 contains 11863 members 
Mstep: Class 32 contains 1849 members 
Mstep: Class 33 contains 4854 members 
Mstep: Class 34 contains 5288 members 
Mstep: Class 35 contains 59799 members 
Mstep: Class 36 contains 180390 members 
Mstep: Class 37 contains 103102 members 
Mstep: Class 38 contains 172109 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036280.000000 Penalty: 89626.648438
Iteration 90Q: 41 clusters Score -1.010363e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89184 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 11600 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 13942 members 
Mstep: Class 12 contains 15003 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 23969 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 19 contains 49716 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6954 members 
Mstep: Class 23 contains 109407 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 6334 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14407 members 
Mstep: Class 30 contains 4142 members 
Mstep: Class 31 contains 11868 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 5287 members 
Mstep: Class 35 contains 59783 members 
Mstep: Class 36 contains 180355 members 
Mstep: Class 37 contains 103097 members 
Mstep: Class 38 contains 172218 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036448.000000 Penalty: 89626.648438
Iteration 91Q: 41 clusters Score -1.010364e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89187 members 
Mstep: Class 5 contains 6209 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 10850 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 13878 members 
Mstep: Class 12 contains 15002 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 23977 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 19 contains 49698 members 
Mstep: Class 20 contains 4171 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6953 members 
Mstep: Class 23 contains 109447 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14397 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 11868 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 5287 members 
Mstep: Class 35 contains 59780 members 
Mstep: Class 36 contains 180293 members 
Mstep: Class 37 contains 103094 members 
Mstep: Class 38 contains 172325 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036824.000000 Penalty: 89626.648438
Iteration 92Q: 41 clusters Score -1.010368e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89183 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 11600 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 14986 members 
Mstep: Class 13 contains 4221 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 23986 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 19 contains 49685 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6952 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6564 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14386 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 11859 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 5290 members 
Mstep: Class 35 contains 59779 members 
Mstep: Class 36 contains 180216 members 
Mstep: Class 37 contains 103092 members 
Mstep: Class 38 contains 172416 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101036856.000000 Penalty: 89626.648438
Iteration 93Q: 41 clusters Score -1.010369e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 10472 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89178 members 
Mstep: Class 5 contains 6180 members 
Mstep: Class 6 contains 11596 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 19 contains 49673 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6951 members 
Mstep: Class 23 contains 109574 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6667 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14374 members 
Mstep: Class 30 contains 4139 members 
Mstep: Class 31 contains 11854 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4807 members 
Mstep: Class 34 contains 5293 members 
Mstep: Class 35 contains 59775 members 
Mstep: Class 36 contains 180154 members 
Mstep: Class 37 contains 103090 members 
Mstep: Class 38 contains 172500 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037136.000000 Penalty: 89626.648438
Iteration 94Q: 41 clusters Score -1.010371e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89171 members 
Mstep: Class 5 contains 6164 members 
Mstep: Class 6 contains 11591 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 1106 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 14946 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 19 contains 49672 members 
Mstep: Class 20 contains 4124 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6950 members 
Mstep: Class 23 contains 109614 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6764 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14358 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 11843 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 5296 members 
Mstep: Class 35 contains 59774 members 
Mstep: Class 36 contains 180107 members 
Mstep: Class 37 contains 103087 members 
Mstep: Class 38 contains 172575 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037440.000000 Penalty: 89626.648438
Iteration 95Q: 41 clusters Score -1.010374e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89166 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 11594 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 14930 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 24029 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 19 contains 49667 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6950 members 
Mstep: Class 23 contains 109662 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6832 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14342 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 11831 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4781 members 
Mstep: Class 34 contains 5299 members 
Mstep: Class 35 contains 59769 members 
Mstep: Class 36 contains 180050 members 
Mstep: Class 37 contains 103080 members 
Mstep: Class 38 contains 172653 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037424.000000 Penalty: 89626.648438
Iteration 96Q: 41 clusters Score -1.010374e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 6125 members 
Mstep: Class 6 contains 11594 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 14915 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49666 members 
Mstep: Class 20 contains 4108 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6948 members 
Mstep: Class 23 contains 109729 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14322 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 11817 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4764 members 
Mstep: Class 34 contains 5303 members 
Mstep: Class 35 contains 59772 members 
Mstep: Class 36 contains 179981 members 
Mstep: Class 37 contains 103072 members 
Mstep: Class 38 contains 172716 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037448.000000 Penalty: 89626.648438
Iteration 97Q: 41 clusters Score -1.010374e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 10439 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 6106 members 
Mstep: Class 6 contains 11594 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 14903 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1551 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49661 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6947 members 
Mstep: Class 23 contains 109791 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14307 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 11806 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4749 members 
Mstep: Class 34 contains 5303 members 
Mstep: Class 35 contains 59768 members 
Mstep: Class 36 contains 179938 members 
Mstep: Class 37 contains 103065 members 
Mstep: Class 38 contains 172756 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037648.000000 Penalty: 89626.648438
Iteration 98Q: 41 clusters Score -1.010376e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89155 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 11593 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 14891 members 
Mstep: Class 13 contains 4235 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 24068 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49661 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109829 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14295 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 11796 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4737 members 
Mstep: Class 34 contains 5303 members 
Mstep: Class 35 contains 59763 members 
Mstep: Class 36 contains 179906 members 
Mstep: Class 37 contains 103064 members 
Mstep: Class 38 contains 172791 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037800.000000 Penalty: 89626.648438
Iteration 99Q: 41 clusters Score -1.010378e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89151 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 11589 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 1125 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 14889 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 24077 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49657 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109858 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 6987 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 253 members 
Mstep: Class 29 contains 14285 members 
Mstep: Class 30 contains 4124 members 
Mstep: Class 31 contains 11787 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4727 members 
Mstep: Class 34 contains 5305 members 
Mstep: Class 35 contains 59763 members 
Mstep: Class 36 contains 179866 members 
Mstep: Class 37 contains 103062 members 
Mstep: Class 38 contains 172827 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101037984.000000 Penalty: 89626.648438
Iteration 100F: 41 clusters Score -1.01038e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89149 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 11589 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 14885 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 24083 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49651 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 109904 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 7005 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 14279 members 
Mstep: Class 30 contains 4123 members 
Mstep: Class 31 contains 11775 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4715 members 
Mstep: Class 34 contains 5306 members 
Mstep: Class 35 contains 59761 members 
Mstep: Class 36 contains 179823 members 
Mstep: Class 37 contains 103059 members 
Mstep: Class 38 contains 172858 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038128.000000 Penalty: 89626.648438
Iteration 101Q: 41 clusters Score -1.010381e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89148 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 11589 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 14872 members 
Mstep: Class 13 contains 4241 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 24083 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 19 contains 49648 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 109954 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7024 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14275 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11771 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 4712 members 
Mstep: Class 34 contains 5306 members 
Mstep: Class 35 contains 59760 members 
Mstep: Class 36 contains 179788 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 172880 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038312.000000 Penalty: 89626.648438
Iteration 102Q: 41 clusters Score -1.010383e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89146 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 14869 members 
Mstep: Class 13 contains 4247 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49647 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 109975 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7045 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14274 members 
Mstep: Class 30 contains 4123 members 
Mstep: Class 31 contains 11773 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4706 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59756 members 
Mstep: Class 36 contains 179772 members 
Mstep: Class 37 contains 103055 members 
Mstep: Class 38 contains 172886 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038288.000000 Penalty: 89626.648438
Iteration 103Q: 41 clusters Score -1.010383e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89146 members 
Mstep: Class 5 contains 6042 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 14864 members 
Mstep: Class 13 contains 4251 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24088 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49647 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 109996 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14269 members 
Mstep: Class 30 contains 4123 members 
Mstep: Class 31 contains 11773 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4702 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59754 members 
Mstep: Class 36 contains 179758 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 172893 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038304.000000 Penalty: 89626.648438
Iteration 104Q: 41 clusters Score -1.010383e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89146 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13664 members 
Mstep: Class 12 contains 14860 members 
Mstep: Class 13 contains 4254 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49647 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 110028 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7075 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14269 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11769 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4698 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59755 members 
Mstep: Class 36 contains 179727 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 172897 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038368.000000 Penalty: 89626.648438
Iteration 105Q: 41 clusters Score -1.010384e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 10418 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89146 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 14858 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49645 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 110046 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7082 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14270 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4695 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59756 members 
Mstep: Class 36 contains 179712 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 172908 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038408.000000 Penalty: 89626.648438
Iteration 106Q: 41 clusters Score -1.010384e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89146 members 
Mstep: Class 5 contains 6037 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 14856 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24091 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49644 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110057 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14269 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59759 members 
Mstep: Class 36 contains 179694 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 172931 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038448.000000 Penalty: 89626.648438
Iteration 107Q: 41 clusters Score -1.010384e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89146 members 
Mstep: Class 5 contains 6035 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 12 contains 14850 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24092 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49642 members 
Mstep: Class 20 contains 4104 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110079 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7099 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14268 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11756 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59759 members 
Mstep: Class 36 contains 179674 members 
Mstep: Class 37 contains 103053 members 
Mstep: Class 38 contains 172953 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038592.000000 Penalty: 89626.648438
Iteration 108Q: 41 clusters Score -1.010386e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89145 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13668 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49640 members 
Mstep: Class 20 contains 4103 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110095 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7105 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14268 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 11755 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179658 members 
Mstep: Class 37 contains 103053 members 
Mstep: Class 38 contains 172968 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038504.000000 Penalty: 89626.648438
Iteration 109Q: 41 clusters Score -1.010385e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 6032 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13668 members 
Mstep: Class 12 contains 14844 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24094 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 4102 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110105 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7111 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14268 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11755 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59763 members 
Mstep: Class 36 contains 179647 members 
Mstep: Class 37 contains 103053 members 
Mstep: Class 38 contains 172987 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038536.000000 Penalty: 89626.648438
Iteration 110Q: 41 clusters Score -1.010385e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 6031 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 14842 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24094 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49634 members 
Mstep: Class 20 contains 4100 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110117 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14267 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11752 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59764 members 
Mstep: Class 36 contains 179638 members 
Mstep: Class 37 contains 103053 members 
Mstep: Class 38 contains 173014 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038432.000000 Penalty: 89626.648438
Iteration 111Q: 41 clusters Score -1.010384e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 6031 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 14841 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24097 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49634 members 
Mstep: Class 20 contains 4099 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110130 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14267 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11745 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4680 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179630 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 173035 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038472.000000 Penalty: 89626.648438
Iteration 112Q: 41 clusters Score -1.010385e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 11587 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 14840 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24099 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49634 members 
Mstep: Class 20 contains 4098 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110136 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7116 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14266 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11742 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59763 members 
Mstep: Class 36 contains 179629 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 173042 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038464.000000 Penalty: 89626.648438
Iteration 113Q: 41 clusters Score -1.010385e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 11587 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 14840 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24101 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49630 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110143 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14266 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11741 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4671 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59763 members 
Mstep: Class 36 contains 179624 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 173055 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038512.000000 Penalty: 89626.648438
Iteration 114Q: 41 clusters Score -1.010385e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 11587 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 14844 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49628 members 
Mstep: Class 20 contains 4095 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110153 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7130 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14262 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11738 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4664 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59761 members 
Mstep: Class 36 contains 179618 members 
Mstep: Class 37 contains 103054 members 
Mstep: Class 38 contains 173076 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038472.000000 Penalty: 89626.648438
Iteration 115Q: 41 clusters Score -1.010385e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 11589 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4298 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24106 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49631 members 
Mstep: Class 20 contains 4094 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110152 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7135 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14255 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11739 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4659 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179617 members 
Mstep: Class 37 contains 103055 members 
Mstep: Class 38 contains 173085 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038560.000000 Penalty: 89626.648438
Iteration 116Q: 41 clusters Score -1.010386e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 11589 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10857 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4304 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24106 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49630 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110155 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7139 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14252 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11739 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4655 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179617 members 
Mstep: Class 37 contains 103055 members 
Mstep: Class 38 contains 173090 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038616.000000 Penalty: 89626.648438
Iteration 117Q: 41 clusters Score -1.010386e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4313 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 49630 members 
Mstep: Class 20 contains 4090 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110151 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7140 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14248 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11740 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4653 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59761 members 
Mstep: Class 36 contains 179621 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 173092 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101038600.000000 Penalty: 89626.648438
Iteration 118Q: 41 clusters Score -1.010386e+08 nChanged 42
Entering ConstructFrom: 
Score: -101038600.000000 Penalty: 89626.648438
Entering ConstructFrom: 
Trying to split cluster 1 (17830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Entering Unmasked Estep 
Score: -1943515.750000 Penalty: 1590.653687
	Iteration 0F: 2 clusters Score -1943516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1931356.375000 Penalty: 3181.307373
	Iteration 0F: 3 clusters Score -1931356 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1935639.750000 Penalty: 3181.307373
	Iteration 1F: 3 clusters Score -1935640 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1935944.250000 Penalty: 3181.307373
	Iteration 2Q: 3 clusters Score -1935944 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1936311.875000 Penalty: 3181.307373
	Iteration 3Q: 3 clusters Score -1936312 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1936754.750000 Penalty: 3181.307373
	Iteration 4F: 3 clusters Score -1936755 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1937335.375000 Penalty: 3181.307373
	Iteration 5F: 3 clusters Score -1937335 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1938072.750000 Penalty: 3181.307373
	Iteration 6F: 3 clusters Score -1938073 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1938881.375000 Penalty: 3181.307373
	Iteration 7F: 3 clusters Score -1938881 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1939633.125000 Penalty: 3181.307373
	Iteration 8F: 3 clusters Score -1939633 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1940155.500000 Penalty: 3181.307373
	Iteration 9Q: 3 clusters Score -1940156 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1940466.625000 Penalty: 3181.307373
	Iteration 10Q: 3 clusters Score -1940467 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1940680.500000 Penalty: 3181.307373
	Iteration 11Q: 3 clusters Score -1940680 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1940851.500000 Penalty: 3181.307373
	Iteration 12Q: 3 clusters Score -1940852 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1940972.625000 Penalty: 3181.307373
	Iteration 13Q: 3 clusters Score -1940973 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1941058.250000 Penalty: 3181.307373
	Iteration 14Q: 3 clusters Score -1941058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1941128.500000 Penalty: 3181.307373
	Iteration 15Q: 3 clusters Score -1941128 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1941187.000000 Penalty: 3181.307373
	Iteration 16Q: 3 clusters Score -1941187 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1941256.750000 Penalty: 3181.307373
	Iteration 17Q: 3 clusters Score -1941257 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1941313.375000 Penalty: 3181.307373
	Iteration 18Q: 3 clusters Score -1941313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1941347.875000 Penalty: 3181.307373
	Iteration 19Q: 3 clusters Score -1941348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1941385.000000 Penalty: 3181.307373
	Iteration 20F: 3 clusters Score -1941385 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1941405.500000 Penalty: 3181.307373
	Iteration 21Q: 3 clusters Score -1941406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1941436.875000 Penalty: 3181.307373
	Iteration 22Q: 3 clusters Score -1941437 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1941474.250000 Penalty: 3181.307373
	Iteration 23Q: 3 clusters Score -1941474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1941515.750000 Penalty: 3181.307373
	Iteration 24Q: 3 clusters Score -1941516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1941565.500000 Penalty: 3181.307373
	Iteration 25Q: 3 clusters Score -1941566 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1941607.375000 Penalty: 3181.307373
	Iteration 26Q: 3 clusters Score -1941607 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1941662.500000 Penalty: 3181.307373
	Iteration 27Q: 3 clusters Score -1941662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1941704.250000 Penalty: 3181.307373
	Iteration 28Q: 3 clusters Score -1941704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1941744.125000 Penalty: 3181.307373
	Iteration 29Q: 3 clusters Score -1941744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1941775.125000 Penalty: 3181.307373
	Iteration 30Q: 3 clusters Score -1941775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1941815.625000 Penalty: 3181.307373
	Iteration 31Q: 3 clusters Score -1941816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1941849.750000 Penalty: 3181.307373
	Iteration 32Q: 3 clusters Score -1941850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1941885.250000 Penalty: 3181.307373
	Iteration 33Q: 3 clusters Score -1941885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1941906.625000 Penalty: 3181.307373
	Iteration 34Q: 3 clusters Score -1941907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1941918.500000 Penalty: 3181.307373
	Iteration 35Q: 3 clusters Score -1941918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1941938.375000 Penalty: 3181.307373
	Iteration 36Q: 3 clusters Score -1941938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1941957.000000 Penalty: 3181.307373
	Iteration 37Q: 3 clusters Score -1941957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1941982.750000 Penalty: 3181.307373
	Iteration 38Q: 3 clusters Score -1941983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1941997.125000 Penalty: 3181.307373
	Iteration 39Q: 3 clusters Score -1941997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1942008.500000 Penalty: 3181.307373
	Iteration 40F: 3 clusters Score -1942008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1942027.000000 Penalty: 3181.307373
	Iteration 41Q: 3 clusters Score -1942027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1942033.625000 Penalty: 3181.307373
	Iteration 42Q: 3 clusters Score -1942034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1942044.125000 Penalty: 3181.307373
	Iteration 43Q: 3 clusters Score -1942044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1942042.625000 Penalty: 3181.307373
	Iteration 44Q: 3 clusters Score -1942043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1942047.750000 Penalty: 3181.307373
	Iteration 45Q: 3 clusters Score -1942048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1942050.375000 Penalty: 3181.307373
	Iteration 46Q: 3 clusters Score -1942050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1942055.125000 Penalty: 3181.307373
	Iteration 47Q: 3 clusters Score -1942055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1942056.125000 Penalty: 3181.307373
	Iteration 48Q: 3 clusters Score -1942056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1942058.750000 Penalty: 3181.307373
	Iteration 49Q: 3 clusters Score -1942059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1942060.875000 Penalty: 3181.307373
	Iteration 50Q: 3 clusters Score -1942061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1942061.875000 Penalty: 3181.307373
	Iteration 51Q: 3 clusters Score -1942062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1942064.750000 Penalty: 3181.307373
	Iteration 52Q: 3 clusters Score -1942065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1942064.875000 Penalty: 3181.307373
	Iteration 53Q: 3 clusters Score -1942065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1942064.500000 Penalty: 3181.307373
	Iteration 54Q: 3 clusters Score -1942064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1942064.375000 Penalty: 3181.307373
	Iteration 55Q: 3 clusters Score -1942064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1942065.000000 Penalty: 3181.307373
	Iteration 56Q: 3 clusters Score -1942065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1942066.500000 Penalty: 3181.307373
	Iteration 57Q: 3 clusters Score -1942066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1942070.625000 Penalty: 3181.307373
	Iteration 58Q: 3 clusters Score -1942071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1942067.500000 Penalty: 3181.307373
	Iteration 59Q: 3 clusters Score -1942068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1942067.500000 Penalty: 3181.307373
	Iteration 60F: 3 clusters Score -1942068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1942069.750000 Penalty: 3181.307373
	Iteration 61Q: 3 clusters Score -1942070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1942068.750000 Penalty: 3181.307373
	Iteration 62Q: 3 clusters Score -1942069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1942068.125000 Penalty: 3181.307373
	Iteration 63Q: 3 clusters Score -1942068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1942068.500000 Penalty: 3181.307373
	Iteration 64Q: 3 clusters Score -1942068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1942070.750000 Penalty: 3181.307373
	Iteration 65Q: 3 clusters Score -1942071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1942071.500000 Penalty: 3181.307373
	Iteration 66Q: 3 clusters Score -1942072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1942071.875000 Penalty: 3181.307373
	Iteration 67Q: 3 clusters Score -1942072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1942074.000000 Penalty: 3181.307373
	Iteration 68Q: 3 clusters Score -1942074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1942077.125000 Penalty: 3181.307373
	Iteration 69Q: 3 clusters Score -1942077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1942076.125000 Penalty: 3181.307373
	Iteration 70Q: 3 clusters Score -1942076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1942079.875000 Penalty: 3181.307373
	Iteration 71Q: 3 clusters Score -1942080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1942081.125000 Penalty: 3181.307373
	Iteration 72Q: 3 clusters Score -1942081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1942082.125000 Penalty: 3181.307373
	Iteration 73Q: 3 clusters Score -1942082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1942084.250000 Penalty: 3181.307373
	Iteration 74Q: 3 clusters Score -1942084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1942083.500000 Penalty: 3181.307373
	Iteration 75Q: 3 clusters Score -1942084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1942081.375000 Penalty: 3181.307373
	Iteration 76Q: 3 clusters Score -1942081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1942084.000000 Penalty: 3181.307373
	Iteration 77Q: 3 clusters Score -1942084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1942086.875000 Penalty: 3181.307373
	Iteration 78Q: 3 clusters Score -1942087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1942087.750000 Penalty: 3181.307373
	Iteration 79Q: 3 clusters Score -1942088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1942086.500000 Penalty: 3181.307373
	Iteration 80F: 3 clusters Score -1942086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1942087.500000 Penalty: 3181.307373
	Iteration 81Q: 3 clusters Score -1942088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1942087.625000 Penalty: 3181.307373
	Iteration 82Q: 3 clusters Score -1942088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1942089.375000 Penalty: 3181.307373
	Iteration 83Q: 3 clusters Score -1942089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1942090.375000 Penalty: 3181.307373
	Iteration 84Q: 3 clusters Score -1942090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1942090.125000 Penalty: 3181.307373
	Iteration 85Q: 3 clusters Score -1942090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1942094.125000 Penalty: 3181.307373
	Iteration 86Q: 3 clusters Score -1942094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1942097.875000 Penalty: 3181.307373
	Iteration 87Q: 3 clusters Score -1942098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1942101.750000 Penalty: 3181.307373
	Iteration 88Q: 3 clusters Score -1942102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1942104.000000 Penalty: 3181.307373
	Iteration 89Q: 3 clusters Score -1942104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1942107.500000 Penalty: 3181.307373
	Iteration 90Q: 3 clusters Score -1942108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1942107.500000 Penalty: 3181.307373
	Iteration 91Q: 3 clusters Score -1942108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1942112.125000 Penalty: 3181.307373
	Iteration 92Q: 3 clusters Score -1942112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1942114.000000 Penalty: 3181.307373
	Iteration 93Q: 3 clusters Score -1942114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1942114.000000 Penalty: 3181.307373
	Iteration 94F: 3 clusters Score -1942114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Entering Unmasked Estep 
Score: -1131780.250000 Penalty: 1503.209961
	Iteration 0F: 2 clusters Score -1131780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1124352.250000 Penalty: 3006.419922
	Iteration 0F: 3 clusters Score -1124352 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1126801.375000 Penalty: 3006.419922
	Iteration 1F: 3 clusters Score -1126801 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1127067.000000 Penalty: 3006.419922
	Iteration 2F: 3 clusters Score -1127067 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1127329.000000 Penalty: 3006.419922
	Iteration 3Q: 3 clusters Score -1127329 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1127589.250000 Penalty: 3006.419922
	Iteration 4Q: 3 clusters Score -1127589 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1127831.125000 Penalty: 3006.419922
	Iteration 5Q: 3 clusters Score -1127831 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1128082.125000 Penalty: 3006.419922
	Iteration 6Q: 3 clusters Score -1128082 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1128326.500000 Penalty: 3006.419922
	Iteration 7Q: 3 clusters Score -1128326 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1128542.125000 Penalty: 3006.419922
	Iteration 8Q: 3 clusters Score -1128542 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1128748.500000 Penalty: 3006.419922
	Iteration 9Q: 3 clusters Score -1128748 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1128957.375000 Penalty: 3006.419922
	Iteration 10Q: 3 clusters Score -1128957 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1129139.000000 Penalty: 3006.419922
	Iteration 11Q: 3 clusters Score -1129139 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1129299.000000 Penalty: 3006.419922
	Iteration 12Q: 3 clusters Score -1129299 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1129425.625000 Penalty: 3006.419922
	Iteration 13Q: 3 clusters Score -1129426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1129517.750000 Penalty: 3006.419922
	Iteration 14Q: 3 clusters Score -1129518 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1129616.125000 Penalty: 3006.419922
	Iteration 15Q: 3 clusters Score -1129616 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1129718.250000 Penalty: 3006.419922
	Iteration 16Q: 3 clusters Score -1129718 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1129798.625000 Penalty: 3006.419922
	Iteration 17Q: 3 clusters Score -1129799 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1129859.625000 Penalty: 3006.419922
	Iteration 18Q: 3 clusters Score -1129860 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1129927.250000 Penalty: 3006.419922
	Iteration 19Q: 3 clusters Score -1129927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1129972.375000 Penalty: 3006.419922
	Iteration 20F: 3 clusters Score -1129972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1130011.875000 Penalty: 3006.419922
	Iteration 21Q: 3 clusters Score -1130012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1130051.375000 Penalty: 3006.419922
	Iteration 22Q: 3 clusters Score -1130051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1130079.875000 Penalty: 3006.419922
	Iteration 23Q: 3 clusters Score -1130080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1130103.000000 Penalty: 3006.419922
	Iteration 24Q: 3 clusters Score -1130103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1130129.375000 Penalty: 3006.419922
	Iteration 25Q: 3 clusters Score -1130129 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1130160.625000 Penalty: 3006.419922
	Iteration 26Q: 3 clusters Score -1130161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1130187.375000 Penalty: 3006.419922
	Iteration 27Q: 3 clusters Score -1130187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1130217.750000 Penalty: 3006.419922
	Iteration 28Q: 3 clusters Score -1130218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1130254.500000 Penalty: 3006.419922
	Iteration 29Q: 3 clusters Score -1130254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1130279.250000 Penalty: 3006.419922
	Iteration 30Q: 3 clusters Score -1130279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1130309.750000 Penalty: 3006.419922
	Iteration 31Q: 3 clusters Score -1130310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1130329.500000 Penalty: 3006.419922
	Iteration 32Q: 3 clusters Score -1130330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1130346.750000 Penalty: 3006.419922
	Iteration 33Q: 3 clusters Score -1130347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1130364.625000 Penalty: 3006.419922
	Iteration 34Q: 3 clusters Score -1130365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1130370.500000 Penalty: 3006.419922
	Iteration 35Q: 3 clusters Score -1130370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1130376.625000 Penalty: 3006.419922
	Iteration 36Q: 3 clusters Score -1130377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1130379.875000 Penalty: 3006.419922
	Iteration 37Q: 3 clusters Score -1130380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1130381.500000 Penalty: 3006.419922
	Iteration 38Q: 3 clusters Score -1130382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1130387.000000 Penalty: 3006.419922
	Iteration 39Q: 3 clusters Score -1130387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1130391.625000 Penalty: 3006.419922
	Iteration 40F: 3 clusters Score -1130392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1130393.750000 Penalty: 3006.419922
	Iteration 41Q: 3 clusters Score -1130394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1130400.125000 Penalty: 3006.419922
	Iteration 42Q: 3 clusters Score -1130400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1130407.375000 Penalty: 3006.419922
	Iteration 43Q: 3 clusters Score -1130407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1130413.750000 Penalty: 3006.419922
	Iteration 44Q: 3 clusters Score -1130414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1130415.500000 Penalty: 3006.419922
	Iteration 45Q: 3 clusters Score -1130416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1130417.625000 Penalty: 3006.419922
	Iteration 46Q: 3 clusters Score -1130418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1130423.000000 Penalty: 3006.419922
	Iteration 47Q: 3 clusters Score -1130423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1130430.000000 Penalty: 3006.419922
	Iteration 48Q: 3 clusters Score -1130430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1130435.750000 Penalty: 3006.419922
	Iteration 49Q: 3 clusters Score -1130436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1130441.500000 Penalty: 3006.419922
	Iteration 50Q: 3 clusters Score -1130442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1130446.375000 Penalty: 3006.419922
	Iteration 51Q: 3 clusters Score -1130446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1130445.375000 Penalty: 3006.419922
	Iteration 52Q: 3 clusters Score -1130445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1130451.375000 Penalty: 3006.419922
	Iteration 53Q: 3 clusters Score -1130451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1130455.500000 Penalty: 3006.419922
	Iteration 54Q: 3 clusters Score -1130456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1130458.000000 Penalty: 3006.419922
	Iteration 55Q: 3 clusters Score -1130458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1130463.125000 Penalty: 3006.419922
	Iteration 56Q: 3 clusters Score -1130463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1130466.375000 Penalty: 3006.419922
	Iteration 57Q: 3 clusters Score -1130466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1130470.500000 Penalty: 3006.419922
	Iteration 58Q: 3 clusters Score -1130470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1130474.125000 Penalty: 3006.419922
	Iteration 59Q: 3 clusters Score -1130474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1130479.375000 Penalty: 3006.419922
	Iteration 60F: 3 clusters Score -1130479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1130482.750000 Penalty: 3006.419922
	Iteration 61Q: 3 clusters Score -1130483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1130482.125000 Penalty: 3006.419922
	Iteration 62Q: 3 clusters Score -1130482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1130482.875000 Penalty: 3006.419922
	Iteration 63Q: 3 clusters Score -1130483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1130485.125000 Penalty: 3006.419922
	Iteration 64Q: 3 clusters Score -1130485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1130486.875000 Penalty: 3006.419922
	Iteration 65Q: 3 clusters Score -1130487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1130488.000000 Penalty: 3006.419922
	Iteration 66Q: 3 clusters Score -1130488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1130489.625000 Penalty: 3006.419922
	Iteration 67Q: 3 clusters Score -1130490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1130490.125000 Penalty: 3006.419922
	Iteration 68Q: 3 clusters Score -1130490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1130489.625000 Penalty: 3006.419922
	Iteration 69Q: 3 clusters Score -1130490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1130489.500000 Penalty: 3006.419922
	Iteration 70Q: 3 clusters Score -1130490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1130489.500000 Penalty: 3006.419922
	Iteration 71Q: 3 clusters Score -1130490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1130490.625000 Penalty: 3006.419922
	Iteration 72Q: 3 clusters Score -1130491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1130490.625000 Penalty: 3006.419922
	Iteration 73F: 3 clusters Score -1130491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -54466.988281 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -54466.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53383.382812 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -53383.38 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53651.582031 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -53651.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53807.800781 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -53807.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -53904.355469 Penalty: 2104.014404
	Iteration 3F: 3 clusters Score -53904.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -53959.542969 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -53959.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -54003.738281 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -54003.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -54034.894531 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -54034.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54074.378906 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -54074.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54097.292969 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -54097.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54122.640625 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -54122.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54146.472656 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -54146.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -54158.304688 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -54158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54160.390625 Penalty: 2104.014404
	Iteration 12Q: 3 clusters Score -54160.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54166.742188 Penalty: 2104.014404
	Iteration 13Q: 3 clusters Score -54166.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54169.054688 Penalty: 2104.014404
	Iteration 14Q: 3 clusters Score -54169.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54170.976562 Penalty: 2104.014404
	Iteration 15Q: 3 clusters Score -54170.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54174.394531 Penalty: 2104.014404
	Iteration 16Q: 3 clusters Score -54174.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54178.375000 Penalty: 2104.014404
	Iteration 17Q: 3 clusters Score -54178.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54181.570312 Penalty: 2104.014404
	Iteration 18Q: 3 clusters Score -54181.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -54182.710938 Penalty: 2104.014404
	Iteration 19Q: 3 clusters Score -54182.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54185.265625 Penalty: 2104.014404
	Iteration 20F: 3 clusters Score -54185.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54187.441406 Penalty: 2104.014404
	Iteration 21Q: 3 clusters Score -54187.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54188.734375 Penalty: 2104.014404
	Iteration 22Q: 3 clusters Score -54188.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -54189.500000 Penalty: 2104.014404
	Iteration 23Q: 3 clusters Score -54189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54190.187500 Penalty: 2104.014404
	Iteration 24Q: 3 clusters Score -54190.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54190.187500 Penalty: 2104.014404
	Iteration 25F: 3 clusters Score -54190.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Entering Unmasked Estep 
Score: -9701100.000000 Penalty: 1852.176392
	Iteration 0F: 2 clusters Score -9701100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -9641465.000000 Penalty: 3704.352783
	Iteration 0F: 3 clusters Score -9641465 nChanged 42546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -9665415.000000 Penalty: 3704.352783
	Iteration 1F: 3 clusters Score -9665415 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -9666098.000000 Penalty: 3704.352783
	Iteration 2Q: 3 clusters Score -9666098 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -9666965.000000 Penalty: 3704.352783
	Iteration 3Q: 3 clusters Score -9666965 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -9668247.000000 Penalty: 3704.352783
	Iteration 4Q: 3 clusters Score -9668247 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -9670199.000000 Penalty: 3704.352783
	Iteration 5Q: 3 clusters Score -9670199 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -9673559.000000 Penalty: 3704.352783
	Iteration 6F: 3 clusters Score -9673559 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -9678895.000000 Penalty: 3704.352783
	Iteration 7F: 3 clusters Score -9678895 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -9685992.000000 Penalty: 3704.352783
	Iteration 8F: 3 clusters Score -9685992 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -9692668.000000 Penalty: 3704.352783
	Iteration 9F: 3 clusters Score -9692668 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -9696864.000000 Penalty: 3704.352783
	Iteration 10F: 3 clusters Score -9696864 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9698545.000000 Penalty: 3704.352783
	Iteration 11Q: 3 clusters Score -9698545 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9699067.000000 Penalty: 3704.352783
	Iteration 12Q: 3 clusters Score -9699067 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9699248.000000 Penalty: 3704.352783
	Iteration 13Q: 3 clusters Score -9699248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9699325.000000 Penalty: 3704.352783
	Iteration 14Q: 3 clusters Score -9699325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9699365.000000 Penalty: 3704.352783
	Iteration 15Q: 3 clusters Score -9699365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9699399.000000 Penalty: 3704.352783
	Iteration 16Q: 3 clusters Score -9699399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9699417.000000 Penalty: 3704.352783
	Iteration 17Q: 3 clusters Score -9699417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9699426.000000 Penalty: 3704.352783
	Iteration 18Q: 3 clusters Score -9699426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9699440.000000 Penalty: 3704.352783
	Iteration 19Q: 3 clusters Score -9699440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9699447.000000 Penalty: 3704.352783
	Iteration 20F: 3 clusters Score -9699447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9699448.000000 Penalty: 3704.352783
	Iteration 21Q: 3 clusters Score -9699448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9699450.000000 Penalty: 3704.352783
	Iteration 22Q: 3 clusters Score -9699450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9699450.000000 Penalty: 3704.352783
	Iteration 23F: 3 clusters Score -9699450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -616937.812500 Penalty: 1413.508545
	Iteration 0F: 2 clusters Score -616937.8 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 3011 members 
Entering Unmasked Estep 
Score: -612298.625000 Penalty: 2827.017090
	Iteration 0F: 3 clusters Score -612298.6 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -613545.000000 Penalty: 2827.017090
	Iteration 1F: 3 clusters Score -613545 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -613709.375000 Penalty: 2827.017090
	Iteration 2F: 3 clusters Score -613709.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -613838.750000 Penalty: 2827.017090
	Iteration 3Q: 3 clusters Score -613838.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -613934.062500 Penalty: 2827.017090
	Iteration 4Q: 3 clusters Score -613934.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -614019.625000 Penalty: 2827.017090
	Iteration 5Q: 3 clusters Score -614019.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -614093.562500 Penalty: 2827.017090
	Iteration 6Q: 3 clusters Score -614093.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -614151.625000 Penalty: 2827.017090
	Iteration 7Q: 3 clusters Score -614151.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -614204.375000 Penalty: 2827.017090
	Iteration 8Q: 3 clusters Score -614204.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -614245.500000 Penalty: 2827.017090
	Iteration 9Q: 3 clusters Score -614245.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -614283.687500 Penalty: 2827.017090
	Iteration 10Q: 3 clusters Score -614283.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -614326.937500 Penalty: 2827.017090
	Iteration 11Q: 3 clusters Score -614326.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -614366.937500 Penalty: 2827.017090
	Iteration 12Q: 3 clusters Score -614366.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -614415.500000 Penalty: 2827.017090
	Iteration 13Q: 3 clusters Score -614415.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -614460.875000 Penalty: 2827.017090
	Iteration 14Q: 3 clusters Score -614460.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -614521.062500 Penalty: 2827.017090
	Iteration 15Q: 3 clusters Score -614521.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -614607.625000 Penalty: 2827.017090
	Iteration 16Q: 3 clusters Score -614607.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -614718.687500 Penalty: 2827.017090
	Iteration 17Q: 3 clusters Score -614718.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -614842.062500 Penalty: 2827.017090
	Iteration 18Q: 3 clusters Score -614842.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -614987.500000 Penalty: 2827.017090
	Iteration 19Q: 3 clusters Score -614987.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -615150.375000 Penalty: 2827.017090
	Iteration 20F: 3 clusters Score -615150.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -615303.312500 Penalty: 2827.017090
	Iteration 21Q: 3 clusters Score -615303.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -615411.937500 Penalty: 2827.017090
	Iteration 22Q: 3 clusters Score -615411.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -615534.125000 Penalty: 2827.017090
	Iteration 23Q: 3 clusters Score -615534.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -615631.312500 Penalty: 2827.017090
	Iteration 24Q: 3 clusters Score -615631.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -615681.125000 Penalty: 2827.017090
	Iteration 25Q: 3 clusters Score -615681.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -615711.125000 Penalty: 2827.017090
	Iteration 26Q: 3 clusters Score -615711.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -615735.125000 Penalty: 2827.017090
	Iteration 27Q: 3 clusters Score -615735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -615750.125000 Penalty: 2827.017090
	Iteration 28Q: 3 clusters Score -615750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -615757.250000 Penalty: 2827.017090
	Iteration 29Q: 3 clusters Score -615757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -615764.312500 Penalty: 2827.017090
	Iteration 30Q: 3 clusters Score -615764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -615764.375000 Penalty: 2827.017090
	Iteration 31Q: 3 clusters Score -615764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -615764.312500 Penalty: 2827.017090
	Iteration 32Q: 3 clusters Score -615764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -615764.312500 Penalty: 2827.017090
	Iteration 33F: 3 clusters Score -615764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Entering Unmasked Estep 
Score: -1158783.250000 Penalty: 1520.588379
	Iteration 0F: 2 clusters Score -1158783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1150575.875000 Penalty: 3041.176758
	Iteration 0F: 3 clusters Score -1150576 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1153348.375000 Penalty: 3041.176758
	Iteration 1F: 3 clusters Score -1153348 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1153670.500000 Penalty: 3041.176758
	Iteration 2F: 3 clusters Score -1153670 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1153955.625000 Penalty: 3041.176758
	Iteration 3F: 3 clusters Score -1153956 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1154198.625000 Penalty: 3041.176758
	Iteration 4Q: 3 clusters Score -1154199 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1154402.875000 Penalty: 3041.176758
	Iteration 5Q: 3 clusters Score -1154403 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1154611.875000 Penalty: 3041.176758
	Iteration 6Q: 3 clusters Score -1154612 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1154812.500000 Penalty: 3041.176758
	Iteration 7Q: 3 clusters Score -1154812 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1154991.750000 Penalty: 3041.176758
	Iteration 8Q: 3 clusters Score -1154992 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1155163.125000 Penalty: 3041.176758
	Iteration 9Q: 3 clusters Score -1155163 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1155293.250000 Penalty: 3041.176758
	Iteration 10Q: 3 clusters Score -1155293 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1155400.250000 Penalty: 3041.176758
	Iteration 11Q: 3 clusters Score -1155400 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1155501.250000 Penalty: 3041.176758
	Iteration 12Q: 3 clusters Score -1155501 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1155618.875000 Penalty: 3041.176758
	Iteration 13Q: 3 clusters Score -1155619 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1155736.125000 Penalty: 3041.176758
	Iteration 14Q: 3 clusters Score -1155736 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1155844.375000 Penalty: 3041.176758
	Iteration 15Q: 3 clusters Score -1155844 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1155951.500000 Penalty: 3041.176758
	Iteration 16Q: 3 clusters Score -1155952 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1156047.875000 Penalty: 3041.176758
	Iteration 17Q: 3 clusters Score -1156048 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1156151.875000 Penalty: 3041.176758
	Iteration 18Q: 3 clusters Score -1156152 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1156227.250000 Penalty: 3041.176758
	Iteration 19Q: 3 clusters Score -1156227 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1156294.000000 Penalty: 3041.176758
	Iteration 20F: 3 clusters Score -1156294 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1156365.000000 Penalty: 3041.176758
	Iteration 21Q: 3 clusters Score -1156365 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1156431.500000 Penalty: 3041.176758
	Iteration 22Q: 3 clusters Score -1156432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1156495.250000 Penalty: 3041.176758
	Iteration 23Q: 3 clusters Score -1156495 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1156554.000000 Penalty: 3041.176758
	Iteration 24Q: 3 clusters Score -1156554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1156621.500000 Penalty: 3041.176758
	Iteration 25Q: 3 clusters Score -1156622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1156683.125000 Penalty: 3041.176758
	Iteration 26Q: 3 clusters Score -1156683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1156730.875000 Penalty: 3041.176758
	Iteration 27Q: 3 clusters Score -1156731 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1156773.625000 Penalty: 3041.176758
	Iteration 28Q: 3 clusters Score -1156774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1156806.125000 Penalty: 3041.176758
	Iteration 29Q: 3 clusters Score -1156806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1156828.625000 Penalty: 3041.176758
	Iteration 30Q: 3 clusters Score -1156829 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1156862.500000 Penalty: 3041.176758
	Iteration 31Q: 3 clusters Score -1156862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1156894.875000 Penalty: 3041.176758
	Iteration 32Q: 3 clusters Score -1156895 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1156931.000000 Penalty: 3041.176758
	Iteration 33Q: 3 clusters Score -1156931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1156968.750000 Penalty: 3041.176758
	Iteration 34Q: 3 clusters Score -1156969 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1157005.875000 Penalty: 3041.176758
	Iteration 35Q: 3 clusters Score -1157006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1157048.250000 Penalty: 3041.176758
	Iteration 36Q: 3 clusters Score -1157048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1157117.375000 Penalty: 3041.176758
	Iteration 37Q: 3 clusters Score -1157117 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1157202.375000 Penalty: 3041.176758
	Iteration 38Q: 3 clusters Score -1157202 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1157281.750000 Penalty: 3041.176758
	Iteration 39Q: 3 clusters Score -1157282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1157349.250000 Penalty: 3041.176758
	Iteration 40F: 3 clusters Score -1157349 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1157429.375000 Penalty: 3041.176758
	Iteration 41Q: 3 clusters Score -1157429 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1157495.125000 Penalty: 3041.176758
	Iteration 42Q: 3 clusters Score -1157495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1157536.125000 Penalty: 3041.176758
	Iteration 43Q: 3 clusters Score -1157536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1157570.375000 Penalty: 3041.176758
	Iteration 44Q: 3 clusters Score -1157570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1157594.250000 Penalty: 3041.176758
	Iteration 45Q: 3 clusters Score -1157594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1157614.750000 Penalty: 3041.176758
	Iteration 46Q: 3 clusters Score -1157615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1157633.000000 Penalty: 3041.176758
	Iteration 47Q: 3 clusters Score -1157633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1157649.875000 Penalty: 3041.176758
	Iteration 48Q: 3 clusters Score -1157650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1157663.625000 Penalty: 3041.176758
	Iteration 49Q: 3 clusters Score -1157664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1157676.500000 Penalty: 3041.176758
	Iteration 50Q: 3 clusters Score -1157676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1157690.125000 Penalty: 3041.176758
	Iteration 51Q: 3 clusters Score -1157690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1157705.875000 Penalty: 3041.176758
	Iteration 52Q: 3 clusters Score -1157706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1157717.000000 Penalty: 3041.176758
	Iteration 53Q: 3 clusters Score -1157717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1157725.125000 Penalty: 3041.176758
	Iteration 54Q: 3 clusters Score -1157725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1157731.625000 Penalty: 3041.176758
	Iteration 55Q: 3 clusters Score -1157732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1157734.500000 Penalty: 3041.176758
	Iteration 56Q: 3 clusters Score -1157734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1157734.250000 Penalty: 3041.176758
	Iteration 57Q: 3 clusters Score -1157734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1157736.500000 Penalty: 3041.176758
	Iteration 58Q: 3 clusters Score -1157736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1157738.000000 Penalty: 3041.176758
	Iteration 59Q: 3 clusters Score -1157738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1157737.750000 Penalty: 3041.176758
	Iteration 60F: 3 clusters Score -1157738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1157738.250000 Penalty: 3041.176758
	Iteration 61Q: 3 clusters Score -1157738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1157740.625000 Penalty: 3041.176758
	Iteration 62Q: 3 clusters Score -1157741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1157740.000000 Penalty: 3041.176758
	Iteration 63Q: 3 clusters Score -1157740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1157741.500000 Penalty: 3041.176758
	Iteration 64Q: 3 clusters Score -1157742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1157743.000000 Penalty: 3041.176758
	Iteration 65Q: 3 clusters Score -1157743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1157743.000000 Penalty: 3041.176758
	Iteration 66F: 3 clusters Score -1157743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -1020466.250000 Penalty: 1496.907715
	Iteration 0F: 2 clusters Score -1020466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1013363.562500 Penalty: 2993.815430
	Iteration 0F: 3 clusters Score -1013364 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1015630.687500 Penalty: 2993.815430
	Iteration 1F: 3 clusters Score -1015631 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1015909.875000 Penalty: 2993.815430
	Iteration 2F: 3 clusters Score -1015910 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1016177.812500 Penalty: 2993.815430
	Iteration 3F: 3 clusters Score -1016178 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1016498.625000 Penalty: 2993.815430
	Iteration 4F: 3 clusters Score -1016499 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1016870.437500 Penalty: 2993.815430
	Iteration 5F: 3 clusters Score -1016870 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1017246.062500 Penalty: 2993.815430
	Iteration 6F: 3 clusters Score -1017246 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1017570.375000 Penalty: 2993.815430
	Iteration 7F: 3 clusters Score -1017570 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1017882.187500 Penalty: 2993.815430
	Iteration 8Q: 3 clusters Score -1017882 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1018126.500000 Penalty: 2993.815430
	Iteration 9Q: 3 clusters Score -1018126 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1018348.062500 Penalty: 2993.815430
	Iteration 10Q: 3 clusters Score -1018348 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1018523.937500 Penalty: 2993.815430
	Iteration 11Q: 3 clusters Score -1018524 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1018684.812500 Penalty: 2993.815430
	Iteration 12Q: 3 clusters Score -1018685 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1018826.687500 Penalty: 2993.815430
	Iteration 13Q: 3 clusters Score -1018827 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1018924.500000 Penalty: 2993.815430
	Iteration 14Q: 3 clusters Score -1018924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1019018.812500 Penalty: 2993.815430
	Iteration 15Q: 3 clusters Score -1019019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1019084.187500 Penalty: 2993.815430
	Iteration 16Q: 3 clusters Score -1019084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1019125.812500 Penalty: 2993.815430
	Iteration 17Q: 3 clusters Score -1019126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1019150.500000 Penalty: 2993.815430
	Iteration 18Q: 3 clusters Score -1019150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1019164.437500 Penalty: 2993.815430
	Iteration 19Q: 3 clusters Score -1019164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1019176.687500 Penalty: 2993.815430
	Iteration 20F: 3 clusters Score -1019177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1019183.125000 Penalty: 2993.815430
	Iteration 21Q: 3 clusters Score -1019183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1019191.125000 Penalty: 2993.815430
	Iteration 22Q: 3 clusters Score -1019191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1019195.750000 Penalty: 2993.815430
	Iteration 23Q: 3 clusters Score -1019196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1019201.687500 Penalty: 2993.815430
	Iteration 24Q: 3 clusters Score -1019202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1019207.562500 Penalty: 2993.815430
	Iteration 25Q: 3 clusters Score -1019208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1019208.312500 Penalty: 2993.815430
	Iteration 26Q: 3 clusters Score -1019208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1019208.750000 Penalty: 2993.815430
	Iteration 27Q: 3 clusters Score -1019209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1019208.812500 Penalty: 2993.815430
	Iteration 28Q: 3 clusters Score -1019209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1019210.875000 Penalty: 2993.815430
	Iteration 29Q: 3 clusters Score -1019211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1019212.000000 Penalty: 2993.815430
	Iteration 30Q: 3 clusters Score -1019212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1019211.250000 Penalty: 2993.815430
	Iteration 31Q: 3 clusters Score -1019211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1019211.250000 Penalty: 2993.815430
	Iteration 32F: 3 clusters Score -1019211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -166420.765625 Penalty: 1223.528564
	Iteration 0F: 2 clusters Score -166420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -164539.640625 Penalty: 2447.057129
	Iteration 0F: 3 clusters Score -164539.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165246.562500 Penalty: 2447.057129
	Iteration 1F: 3 clusters Score -165246.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165722.953125 Penalty: 2447.057129
	Iteration 2F: 3 clusters Score -165723 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -166167.234375 Penalty: 2447.057129
	Iteration 3F: 3 clusters Score -166167.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -166490.718750 Penalty: 2447.057129
	Iteration 4F: 3 clusters Score -166490.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -166640.250000 Penalty: 2447.057129
	Iteration 5Q: 3 clusters Score -166640.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -166701.218750 Penalty: 2447.057129
	Iteration 6Q: 3 clusters Score -166701.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166742.718750 Penalty: 2447.057129
	Iteration 7Q: 3 clusters Score -166742.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -166762.343750 Penalty: 2447.057129
	Iteration 8Q: 3 clusters Score -166762.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -166773.546875 Penalty: 2447.057129
	Iteration 9Q: 3 clusters Score -166773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -166784.046875 Penalty: 2447.057129
	Iteration 10Q: 3 clusters Score -166784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -166791.843750 Penalty: 2447.057129
	Iteration 11Q: 3 clusters Score -166791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166798.453125 Penalty: 2447.057129
	Iteration 12Q: 3 clusters Score -166798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -166802.828125 Penalty: 2447.057129
	Iteration 13Q: 3 clusters Score -166802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166815.921875 Penalty: 2447.057129
	Iteration 14Q: 3 clusters Score -166815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -166838.421875 Penalty: 2447.057129
	Iteration 15Q: 3 clusters Score -166838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -166855.656250 Penalty: 2447.057129
	Iteration 16Q: 3 clusters Score -166855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -166861.234375 Penalty: 2447.057129
	Iteration 17Q: 3 clusters Score -166861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -166864.859375 Penalty: 2447.057129
	Iteration 18Q: 3 clusters Score -166864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166871.093750 Penalty: 2447.057129
	Iteration 19Q: 3 clusters Score -166871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -166879.562500 Penalty: 2447.057129
	Iteration 20F: 3 clusters Score -166879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -166887.359375 Penalty: 2447.057129
	Iteration 21Q: 3 clusters Score -166887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -166888.937500 Penalty: 2447.057129
	Iteration 22Q: 3 clusters Score -166888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -166891.750000 Penalty: 2447.057129
	Iteration 23Q: 3 clusters Score -166891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -166894.062500 Penalty: 2447.057129
	Iteration 24Q: 3 clusters Score -166894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -166901.140625 Penalty: 2447.057129
	Iteration 25Q: 3 clusters Score -166901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166909.296875 Penalty: 2447.057129
	Iteration 26Q: 3 clusters Score -166909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -166913.296875 Penalty: 2447.057129
	Iteration 27Q: 3 clusters Score -166913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -166914.546875 Penalty: 2447.057129
	Iteration 28Q: 3 clusters Score -166914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -166915.234375 Penalty: 2447.057129
	Iteration 29Q: 3 clusters Score -166915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -166915.234375 Penalty: 2447.057129
	Iteration 30F: 3 clusters Score -166915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 49630 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110161 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7141 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14247 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11737 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4648 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179620 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 173088 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
Score: -101038080.000000 Penalty: 91867.312500
Splitting cluster 8 changes total score from -101038600.000000 to -101038080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Entering Unmasked Estep 
Score: -1064116.125000 Penalty: 1510.056885
	Iteration 0F: 2 clusters Score -1064116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1056394.750000 Penalty: 3020.113770
	Iteration 0F: 3 clusters Score -1056395 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1059282.625000 Penalty: 3020.113770
	Iteration 1F: 3 clusters Score -1059283 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1060078.500000 Penalty: 3020.113770
	Iteration 2F: 3 clusters Score -1060078 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1060879.875000 Penalty: 3020.113770
	Iteration 3F: 3 clusters Score -1060880 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1061551.500000 Penalty: 3020.113770
	Iteration 4F: 3 clusters Score -1061552 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1062104.500000 Penalty: 3020.113770
	Iteration 5F: 3 clusters Score -1062104 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1062511.125000 Penalty: 3020.113770
	Iteration 6Q: 3 clusters Score -1062511 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1062791.125000 Penalty: 3020.113770
	Iteration 7Q: 3 clusters Score -1062791 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1063004.750000 Penalty: 3020.113770
	Iteration 8Q: 3 clusters Score -1063005 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1063192.250000 Penalty: 3020.113770
	Iteration 9Q: 3 clusters Score -1063192 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1063348.125000 Penalty: 3020.113770
	Iteration 10Q: 3 clusters Score -1063348 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1063466.000000 Penalty: 3020.113770
	Iteration 11Q: 3 clusters Score -1063466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1063557.125000 Penalty: 3020.113770
	Iteration 12Q: 3 clusters Score -1063557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1063623.000000 Penalty: 3020.113770
	Iteration 13Q: 3 clusters Score -1063623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1063670.625000 Penalty: 3020.113770
	Iteration 14Q: 3 clusters Score -1063671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1063698.625000 Penalty: 3020.113770
	Iteration 15Q: 3 clusters Score -1063699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1063710.250000 Penalty: 3020.113770
	Iteration 16Q: 3 clusters Score -1063710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1063713.500000 Penalty: 3020.113770
	Iteration 17Q: 3 clusters Score -1063714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1063715.375000 Penalty: 3020.113770
	Iteration 18Q: 3 clusters Score -1063715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1063720.125000 Penalty: 3020.113770
	Iteration 19Q: 3 clusters Score -1063720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1063721.750000 Penalty: 3020.113770
	Iteration 20F: 3 clusters Score -1063722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1063724.000000 Penalty: 3020.113770
	Iteration 21Q: 3 clusters Score -1063724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1063725.500000 Penalty: 3020.113770
	Iteration 22Q: 3 clusters Score -1063726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1063726.500000 Penalty: 3020.113770
	Iteration 23Q: 3 clusters Score -1063726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1063731.000000 Penalty: 3020.113770
	Iteration 24Q: 3 clusters Score -1063731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1063736.000000 Penalty: 3020.113770
	Iteration 25Q: 3 clusters Score -1063736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1063742.375000 Penalty: 3020.113770
	Iteration 26Q: 3 clusters Score -1063742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1063752.125000 Penalty: 3020.113770
	Iteration 27Q: 3 clusters Score -1063752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1063755.875000 Penalty: 3020.113770
	Iteration 28Q: 3 clusters Score -1063756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1063758.125000 Penalty: 3020.113770
	Iteration 29Q: 3 clusters Score -1063758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1063764.500000 Penalty: 3020.113770
	Iteration 30Q: 3 clusters Score -1063764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1063767.750000 Penalty: 3020.113770
	Iteration 31Q: 3 clusters Score -1063768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1063770.875000 Penalty: 3020.113770
	Iteration 32Q: 3 clusters Score -1063771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1063775.250000 Penalty: 3020.113770
	Iteration 33Q: 3 clusters Score -1063775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1063774.375000 Penalty: 3020.113770
	Iteration 34Q: 3 clusters Score -1063774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1063773.000000 Penalty: 3020.113770
	Iteration 35Q: 3 clusters Score -1063773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1063773.250000 Penalty: 3020.113770
	Iteration 36Q: 3 clusters Score -1063773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1063772.875000 Penalty: 3020.113770
	Iteration 37Q: 3 clusters Score -1063773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1063774.250000 Penalty: 3020.113770
	Iteration 38Q: 3 clusters Score -1063774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1063774.250000 Penalty: 3020.113770
	Iteration 39F: 3 clusters Score -1063774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -120283.367188 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -120283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118758.343750 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -118758.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119039.796875 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -119039.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119119.203125 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -119119.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119163.093750 Penalty: 2284.165527
	Iteration 3Q: 3 clusters Score -119163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119180.500000 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -119180.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119191.601562 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -119191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119197.726562 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -119197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119204.539062 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -119204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119208.742188 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -119208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119211.890625 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -119211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119213.687500 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -119213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119213.687500 Penalty: 2284.165527
	Iteration 11F: 3 clusters Score -119213.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Entering Unmasked Estep 
Score: -1473629.875000 Penalty: 1547.540283
	Iteration 0F: 2 clusters Score -1473630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1464094.625000 Penalty: 3095.080566
	Iteration 0F: 3 clusters Score -1464095 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1467438.750000 Penalty: 3095.080566
	Iteration 1F: 3 clusters Score -1467439 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1467793.375000 Penalty: 3095.080566
	Iteration 2F: 3 clusters Score -1467793 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1468113.750000 Penalty: 3095.080566
	Iteration 3F: 3 clusters Score -1468114 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1468420.000000 Penalty: 3095.080566
	Iteration 4Q: 3 clusters Score -1468420 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1468743.750000 Penalty: 3095.080566
	Iteration 5Q: 3 clusters Score -1468744 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1469175.625000 Penalty: 3095.080566
	Iteration 6F: 3 clusters Score -1469176 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1469729.500000 Penalty: 3095.080566
	Iteration 7F: 3 clusters Score -1469730 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1470338.375000 Penalty: 3095.080566
	Iteration 8F: 3 clusters Score -1470338 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1470894.625000 Penalty: 3095.080566
	Iteration 9F: 3 clusters Score -1470895 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1471322.125000 Penalty: 3095.080566
	Iteration 10Q: 3 clusters Score -1471322 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1471573.500000 Penalty: 3095.080566
	Iteration 11Q: 3 clusters Score -1471574 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1471753.250000 Penalty: 3095.080566
	Iteration 12Q: 3 clusters Score -1471753 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1471870.750000 Penalty: 3095.080566
	Iteration 13Q: 3 clusters Score -1471871 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1471972.000000 Penalty: 3095.080566
	Iteration 14Q: 3 clusters Score -1471972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1472062.875000 Penalty: 3095.080566
	Iteration 15Q: 3 clusters Score -1472063 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1472149.000000 Penalty: 3095.080566
	Iteration 16Q: 3 clusters Score -1472149 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1472214.625000 Penalty: 3095.080566
	Iteration 17Q: 3 clusters Score -1472215 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1472270.375000 Penalty: 3095.080566
	Iteration 18Q: 3 clusters Score -1472270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1472321.500000 Penalty: 3095.080566
	Iteration 19Q: 3 clusters Score -1472322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1472355.500000 Penalty: 3095.080566
	Iteration 20F: 3 clusters Score -1472356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1472375.000000 Penalty: 3095.080566
	Iteration 21Q: 3 clusters Score -1472375 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1472395.375000 Penalty: 3095.080566
	Iteration 22Q: 3 clusters Score -1472395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1472412.625000 Penalty: 3095.080566
	Iteration 23Q: 3 clusters Score -1472413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1472431.125000 Penalty: 3095.080566
	Iteration 24Q: 3 clusters Score -1472431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1472442.875000 Penalty: 3095.080566
	Iteration 25Q: 3 clusters Score -1472443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1472452.250000 Penalty: 3095.080566
	Iteration 26Q: 3 clusters Score -1472452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1472461.625000 Penalty: 3095.080566
	Iteration 27Q: 3 clusters Score -1472462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1472470.125000 Penalty: 3095.080566
	Iteration 28Q: 3 clusters Score -1472470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1472481.625000 Penalty: 3095.080566
	Iteration 29Q: 3 clusters Score -1472482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1472488.750000 Penalty: 3095.080566
	Iteration 30Q: 3 clusters Score -1472489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1472489.750000 Penalty: 3095.080566
	Iteration 31Q: 3 clusters Score -1472490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1472493.125000 Penalty: 3095.080566
	Iteration 32Q: 3 clusters Score -1472493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1472498.125000 Penalty: 3095.080566
	Iteration 33Q: 3 clusters Score -1472498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1472498.875000 Penalty: 3095.080566
	Iteration 34Q: 3 clusters Score -1472499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1472501.625000 Penalty: 3095.080566
	Iteration 35Q: 3 clusters Score -1472502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1472504.500000 Penalty: 3095.080566
	Iteration 36Q: 3 clusters Score -1472504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1472502.375000 Penalty: 3095.080566
	Iteration 37Q: 3 clusters Score -1472502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1472506.125000 Penalty: 3095.080566
	Iteration 38Q: 3 clusters Score -1472506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1472506.375000 Penalty: 3095.080566
	Iteration 39Q: 3 clusters Score -1472506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1472507.500000 Penalty: 3095.080566
	Iteration 40F: 3 clusters Score -1472508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1472507.250000 Penalty: 3095.080566
	Iteration 41Q: 3 clusters Score -1472507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1472507.250000 Penalty: 3095.080566
	Iteration 42F: 3 clusters Score -1472507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Entering Unmasked Estep 
Score: -1519122.250000 Penalty: 1560.902344
	Iteration 0F: 2 clusters Score -1519122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1508783.750000 Penalty: 3121.804688
	Iteration 0F: 3 clusters Score -1508784 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1512353.000000 Penalty: 3121.804688
	Iteration 1F: 3 clusters Score -1512353 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1512656.500000 Penalty: 3121.804688
	Iteration 2F: 3 clusters Score -1512656 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1512921.000000 Penalty: 3121.804688
	Iteration 3Q: 3 clusters Score -1512921 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1513159.125000 Penalty: 3121.804688
	Iteration 4Q: 3 clusters Score -1513159 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1513353.875000 Penalty: 3121.804688
	Iteration 5Q: 3 clusters Score -1513354 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1513539.125000 Penalty: 3121.804688
	Iteration 6Q: 3 clusters Score -1513539 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1513708.125000 Penalty: 3121.804688
	Iteration 7Q: 3 clusters Score -1513708 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1513916.625000 Penalty: 3121.804688
	Iteration 8Q: 3 clusters Score -1513917 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1514166.000000 Penalty: 3121.804688
	Iteration 9Q: 3 clusters Score -1514166 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1514460.625000 Penalty: 3121.804688
	Iteration 10Q: 3 clusters Score -1514461 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1514837.250000 Penalty: 3121.804688
	Iteration 11Q: 3 clusters Score -1514837 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1515286.625000 Penalty: 3121.804688
	Iteration 12F: 3 clusters Score -1515287 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1515832.375000 Penalty: 3121.804688
	Iteration 13F: 3 clusters Score -1515832 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1516408.625000 Penalty: 3121.804688
	Iteration 14F: 3 clusters Score -1516409 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1516882.625000 Penalty: 3121.804688
	Iteration 15Q: 3 clusters Score -1516883 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1517200.750000 Penalty: 3121.804688
	Iteration 16Q: 3 clusters Score -1517201 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1517438.375000 Penalty: 3121.804688
	Iteration 17Q: 3 clusters Score -1517438 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1517568.750000 Penalty: 3121.804688
	Iteration 18Q: 3 clusters Score -1517569 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1517655.125000 Penalty: 3121.804688
	Iteration 19Q: 3 clusters Score -1517655 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1517712.125000 Penalty: 3121.804688
	Iteration 20F: 3 clusters Score -1517712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1517760.875000 Penalty: 3121.804688
	Iteration 21Q: 3 clusters Score -1517761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1517784.875000 Penalty: 3121.804688
	Iteration 22Q: 3 clusters Score -1517785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1517799.125000 Penalty: 3121.804688
	Iteration 23Q: 3 clusters Score -1517799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1517806.125000 Penalty: 3121.804688
	Iteration 24Q: 3 clusters Score -1517806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1517818.125000 Penalty: 3121.804688
	Iteration 25Q: 3 clusters Score -1517818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1517821.875000 Penalty: 3121.804688
	Iteration 26Q: 3 clusters Score -1517822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1517827.375000 Penalty: 3121.804688
	Iteration 27Q: 3 clusters Score -1517827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1517830.625000 Penalty: 3121.804688
	Iteration 28Q: 3 clusters Score -1517831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1517838.125000 Penalty: 3121.804688
	Iteration 29Q: 3 clusters Score -1517838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1517839.875000 Penalty: 3121.804688
	Iteration 30Q: 3 clusters Score -1517840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1517840.750000 Penalty: 3121.804688
	Iteration 31Q: 3 clusters Score -1517841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1517840.750000 Penalty: 3121.804688
	Iteration 32F: 3 clusters Score -1517841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -474860.125000 Penalty: 1360.138794
	Iteration 0F: 2 clusters Score -474860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -471371.281250 Penalty: 2720.277588
	Iteration 0F: 3 clusters Score -471371.3 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -472273.375000 Penalty: 2720.277588
	Iteration 1F: 3 clusters Score -472273.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -472419.781250 Penalty: 2720.277588
	Iteration 2F: 3 clusters Score -472419.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -472519.156250 Penalty: 2720.277588
	Iteration 3F: 3 clusters Score -472519.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -472593.562500 Penalty: 2720.277588
	Iteration 4Q: 3 clusters Score -472593.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -472649.875000 Penalty: 2720.277588
	Iteration 5Q: 3 clusters Score -472649.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -472690.781250 Penalty: 2720.277588
	Iteration 6Q: 3 clusters Score -472690.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -472732.875000 Penalty: 2720.277588
	Iteration 7Q: 3 clusters Score -472732.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -472784.625000 Penalty: 2720.277588
	Iteration 8Q: 3 clusters Score -472784.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -472832.531250 Penalty: 2720.277588
	Iteration 9Q: 3 clusters Score -472832.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -472883.968750 Penalty: 2720.277588
	Iteration 10Q: 3 clusters Score -472884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -472929.250000 Penalty: 2720.277588
	Iteration 11Q: 3 clusters Score -472929.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -472982.562500 Penalty: 2720.277588
	Iteration 12Q: 3 clusters Score -472982.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -473041.468750 Penalty: 2720.277588
	Iteration 13Q: 3 clusters Score -473041.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -473118.062500 Penalty: 2720.277588
	Iteration 14Q: 3 clusters Score -473118.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -473197.968750 Penalty: 2720.277588
	Iteration 15Q: 3 clusters Score -473198 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -473258.468750 Penalty: 2720.277588
	Iteration 16Q: 3 clusters Score -473258.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -473308.468750 Penalty: 2720.277588
	Iteration 17Q: 3 clusters Score -473308.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -473337.968750 Penalty: 2720.277588
	Iteration 18Q: 3 clusters Score -473338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -473362.531250 Penalty: 2720.277588
	Iteration 19Q: 3 clusters Score -473362.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -473385.218750 Penalty: 2720.277588
	Iteration 20F: 3 clusters Score -473385.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -473403.125000 Penalty: 2720.277588
	Iteration 21Q: 3 clusters Score -473403.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -473419.468750 Penalty: 2720.277588
	Iteration 22Q: 3 clusters Score -473419.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -473428.250000 Penalty: 2720.277588
	Iteration 23Q: 3 clusters Score -473428.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -473432.218750 Penalty: 2720.277588
	Iteration 24Q: 3 clusters Score -473432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -473435.875000 Penalty: 2720.277588
	Iteration 25Q: 3 clusters Score -473435.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -473438.781250 Penalty: 2720.277588
	Iteration 26Q: 3 clusters Score -473438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -473439.312500 Penalty: 2720.277588
	Iteration 27Q: 3 clusters Score -473439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -473439.625000 Penalty: 2720.277588
	Iteration 28Q: 3 clusters Score -473439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -473439.500000 Penalty: 2720.277588
	Iteration 29Q: 3 clusters Score -473439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -473439.968750 Penalty: 2720.277588
	Iteration 30Q: 3 clusters Score -473440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -473439.968750 Penalty: 2720.277588
	Iteration 31F: 3 clusters Score -473440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -64568.281250 Penalty: 1065.245483
	Iteration 0F: 2 clusters Score -64568.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63317.515625 Penalty: 2130.490967
	Iteration 0F: 3 clusters Score -63317.52 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63521.968750 Penalty: 2130.490967
	Iteration 1F: 3 clusters Score -63521.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63639.484375 Penalty: 2130.490967
	Iteration 2F: 3 clusters Score -63639.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63710.652344 Penalty: 2130.490967
	Iteration 3Q: 3 clusters Score -63710.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63747.800781 Penalty: 2130.490967
	Iteration 4Q: 3 clusters Score -63747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63795.472656 Penalty: 2130.490967
	Iteration 5Q: 3 clusters Score -63795.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63853.609375 Penalty: 2130.490967
	Iteration 6Q: 3 clusters Score -63853.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63914.292969 Penalty: 2130.490967
	Iteration 7Q: 3 clusters Score -63914.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63955.875000 Penalty: 2130.490967
	Iteration 8Q: 3 clusters Score -63955.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63976.015625 Penalty: 2130.490967
	Iteration 9Q: 3 clusters Score -63976.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63991.972656 Penalty: 2130.490967
	Iteration 10Q: 3 clusters Score -63991.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64014.972656 Penalty: 2130.490967
	Iteration 11Q: 3 clusters Score -64014.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64038.453125 Penalty: 2130.490967
	Iteration 12Q: 3 clusters Score -64038.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64064.425781 Penalty: 2130.490967
	Iteration 13Q: 3 clusters Score -64064.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -64083.613281 Penalty: 2130.490967
	Iteration 14Q: 3 clusters Score -64083.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64094.312500 Penalty: 2130.490967
	Iteration 15Q: 3 clusters Score -64094.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64105.328125 Penalty: 2130.490967
	Iteration 16Q: 3 clusters Score -64105.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64110.875000 Penalty: 2130.490967
	Iteration 17Q: 3 clusters Score -64110.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64118.843750 Penalty: 2130.490967
	Iteration 18Q: 3 clusters Score -64118.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64119.933594 Penalty: 2130.490967
	Iteration 19Q: 3 clusters Score -64119.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -64122.011719 Penalty: 2130.490967
	Iteration 20F: 3 clusters Score -64122.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64123.699219 Penalty: 2130.490967
	Iteration 21Q: 3 clusters Score -64123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -64125.394531 Penalty: 2130.490967
	Iteration 22Q: 3 clusters Score -64125.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -64132.789062 Penalty: 2130.490967
	Iteration 23Q: 3 clusters Score -64132.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64135.296875 Penalty: 2130.490967
	Iteration 24Q: 3 clusters Score -64135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -64136.898438 Penalty: 2130.490967
	Iteration 25Q: 3 clusters Score -64136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -64136.898438 Penalty: 2130.490967
	Iteration 26F: 3 clusters Score -64136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -145631.875000 Penalty: 1194.563232
	Iteration 0F: 2 clusters Score -145631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -143802.750000 Penalty: 2389.126465
	Iteration 0F: 3 clusters Score -143802.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -144213.953125 Penalty: 2389.126465
	Iteration 1F: 3 clusters Score -144214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144337.968750 Penalty: 2389.126465
	Iteration 2F: 3 clusters Score -144338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144445.000000 Penalty: 2389.126465
	Iteration 3F: 3 clusters Score -144445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144555.390625 Penalty: 2389.126465
	Iteration 4F: 3 clusters Score -144555.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -144629.500000 Penalty: 2389.126465
	Iteration 5Q: 3 clusters Score -144629.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144689.265625 Penalty: 2389.126465
	Iteration 6Q: 3 clusters Score -144689.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -144741.343750 Penalty: 2389.126465
	Iteration 7Q: 3 clusters Score -144741.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -144786.046875 Penalty: 2389.126465
	Iteration 8Q: 3 clusters Score -144786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -144825.421875 Penalty: 2389.126465
	Iteration 9Q: 3 clusters Score -144825.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -144884.484375 Penalty: 2389.126465
	Iteration 10Q: 3 clusters Score -144884.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144954.531250 Penalty: 2389.126465
	Iteration 11Q: 3 clusters Score -144954.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145012.359375 Penalty: 2389.126465
	Iteration 12Q: 3 clusters Score -145012.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145066.328125 Penalty: 2389.126465
	Iteration 13Q: 3 clusters Score -145066.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -145100.078125 Penalty: 2389.126465
	Iteration 14Q: 3 clusters Score -145100.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145116.093750 Penalty: 2389.126465
	Iteration 15Q: 3 clusters Score -145116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145123.750000 Penalty: 2389.126465
	Iteration 16Q: 3 clusters Score -145123.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145126.984375 Penalty: 2389.126465
	Iteration 17Q: 3 clusters Score -145127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145130.140625 Penalty: 2389.126465
	Iteration 18Q: 3 clusters Score -145130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145131.250000 Penalty: 2389.126465
	Iteration 19Q: 3 clusters Score -145131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145132.156250 Penalty: 2389.126465
	Iteration 20F: 3 clusters Score -145132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145133.593750 Penalty: 2389.126465
	Iteration 21Q: 3 clusters Score -145133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145134.328125 Penalty: 2389.126465
	Iteration 22Q: 3 clusters Score -145134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145134.328125 Penalty: 2389.126465
	Iteration 23F: 3 clusters Score -145134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Entering Unmasked Estep 
Score: -2518520.250000 Penalty: 1639.707275
	Iteration 0F: 2 clusters Score -2518520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2502341.500000 Penalty: 3279.414551
	Iteration 0F: 3 clusters Score -2502342 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2508129.750000 Penalty: 3279.414551
	Iteration 1F: 3 clusters Score -2508130 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2508439.500000 Penalty: 3279.414551
	Iteration 2Q: 3 clusters Score -2508440 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2508702.250000 Penalty: 3279.414551
	Iteration 3Q: 3 clusters Score -2508702 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2508909.500000 Penalty: 3279.414551
	Iteration 4Q: 3 clusters Score -2508910 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2509075.750000 Penalty: 3279.414551
	Iteration 5Q: 3 clusters Score -2509076 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2509200.250000 Penalty: 3279.414551
	Iteration 6Q: 3 clusters Score -2509200 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2509300.250000 Penalty: 3279.414551
	Iteration 7Q: 3 clusters Score -2509300 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2509375.250000 Penalty: 3279.414551
	Iteration 8Q: 3 clusters Score -2509375 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2509456.500000 Penalty: 3279.414551
	Iteration 9Q: 3 clusters Score -2509456 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2509523.000000 Penalty: 3279.414551
	Iteration 10Q: 3 clusters Score -2509523 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2509586.750000 Penalty: 3279.414551
	Iteration 11Q: 3 clusters Score -2509587 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2509694.500000 Penalty: 3279.414551
	Iteration 12Q: 3 clusters Score -2509694 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2509795.750000 Penalty: 3279.414551
	Iteration 13Q: 3 clusters Score -2509796 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2509941.250000 Penalty: 3279.414551
	Iteration 14Q: 3 clusters Score -2509941 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2510151.250000 Penalty: 3279.414551
	Iteration 15Q: 3 clusters Score -2510151 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2510445.250000 Penalty: 3279.414551
	Iteration 16Q: 3 clusters Score -2510445 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2510885.250000 Penalty: 3279.414551
	Iteration 17Q: 3 clusters Score -2510885 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2511536.000000 Penalty: 3279.414551
	Iteration 18Q: 3 clusters Score -2511536 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2512339.750000 Penalty: 3279.414551
	Iteration 19Q: 3 clusters Score -2512340 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2513175.500000 Penalty: 3279.414551
	Iteration 20F: 3 clusters Score -2513176 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2513838.000000 Penalty: 3279.414551
	Iteration 21Q: 3 clusters Score -2513838 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2514334.750000 Penalty: 3279.414551
	Iteration 22Q: 3 clusters Score -2514335 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2514740.000000 Penalty: 3279.414551
	Iteration 23Q: 3 clusters Score -2514740 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2515113.750000 Penalty: 3279.414551
	Iteration 24Q: 3 clusters Score -2515114 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2515451.500000 Penalty: 3279.414551
	Iteration 25Q: 3 clusters Score -2515452 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2515771.500000 Penalty: 3279.414551
	Iteration 26Q: 3 clusters Score -2515772 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2516041.250000 Penalty: 3279.414551
	Iteration 27Q: 3 clusters Score -2516041 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2516267.750000 Penalty: 3279.414551
	Iteration 28Q: 3 clusters Score -2516268 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2516452.250000 Penalty: 3279.414551
	Iteration 29Q: 3 clusters Score -2516452 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2516616.500000 Penalty: 3279.414551
	Iteration 30Q: 3 clusters Score -2516616 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2516728.500000 Penalty: 3279.414551
	Iteration 31Q: 3 clusters Score -2516728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2516826.500000 Penalty: 3279.414551
	Iteration 32Q: 3 clusters Score -2516826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2516911.000000 Penalty: 3279.414551
	Iteration 33Q: 3 clusters Score -2516911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2516962.000000 Penalty: 3279.414551
	Iteration 34Q: 3 clusters Score -2516962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2517003.250000 Penalty: 3279.414551
	Iteration 35Q: 3 clusters Score -2517003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2517024.500000 Penalty: 3279.414551
	Iteration 36Q: 3 clusters Score -2517024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2517044.750000 Penalty: 3279.414551
	Iteration 37Q: 3 clusters Score -2517045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2517069.750000 Penalty: 3279.414551
	Iteration 38Q: 3 clusters Score -2517070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2517080.750000 Penalty: 3279.414551
	Iteration 39Q: 3 clusters Score -2517081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2517091.250000 Penalty: 3279.414551
	Iteration 40F: 3 clusters Score -2517091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2517097.750000 Penalty: 3279.414551
	Iteration 41Q: 3 clusters Score -2517098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2517103.750000 Penalty: 3279.414551
	Iteration 42Q: 3 clusters Score -2517104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2517103.000000 Penalty: 3279.414551
	Iteration 43Q: 3 clusters Score -2517103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2517106.250000 Penalty: 3279.414551
	Iteration 44Q: 3 clusters Score -2517106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2517106.250000 Penalty: 3279.414551
	Iteration 45F: 3 clusters Score -2517106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -233098.296875 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -233098.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -230831.750000 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -230831.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -231353.046875 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -231353 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -231456.109375 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -231456.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -231524.625000 Penalty: 2507.705078
	Iteration 3Q: 3 clusters Score -231524.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -231570.765625 Penalty: 2507.705078
	Iteration 4Q: 3 clusters Score -231570.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -231605.000000 Penalty: 2507.705078
	Iteration 5Q: 3 clusters Score -231605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231630.734375 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -231630.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231650.921875 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -231650.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -231668.671875 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -231668.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -231683.312500 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -231683.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -231696.406250 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -231696.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -231710.031250 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -231710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -231720.843750 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -231720.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -231732.656250 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -231732.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -231738.484375 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -231738.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -231743.703125 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -231743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -231747.453125 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -231747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -231751.640625 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -231751.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -231756.093750 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -231756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -231759.875000 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -231759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -231765.218750 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -231765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -231770.656250 Penalty: 2507.705078
	Iteration 21Q: 3 clusters Score -231770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231774.906250 Penalty: 2507.705078
	Iteration 22Q: 3 clusters Score -231774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -231776.468750 Penalty: 2507.705078
	Iteration 23Q: 3 clusters Score -231776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -231778.812500 Penalty: 2507.705078
	Iteration 24Q: 3 clusters Score -231778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -231780.390625 Penalty: 2507.705078
	Iteration 25Q: 3 clusters Score -231780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -231781.828125 Penalty: 2507.705078
	Iteration 26Q: 3 clusters Score -231781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -231782.875000 Penalty: 2507.705078
	Iteration 27Q: 3 clusters Score -231782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -231783.562500 Penalty: 2507.705078
	Iteration 28Q: 3 clusters Score -231783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -231785.265625 Penalty: 2507.705078
	Iteration 29Q: 3 clusters Score -231785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -231786.937500 Penalty: 2507.705078
	Iteration 30Q: 3 clusters Score -231786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231790.218750 Penalty: 2507.705078
	Iteration 31Q: 3 clusters Score -231790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -231795.109375 Penalty: 2507.705078
	Iteration 32Q: 3 clusters Score -231795.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -231801.281250 Penalty: 2507.705078
	Iteration 33Q: 3 clusters Score -231801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -231806.687500 Penalty: 2507.705078
	Iteration 34Q: 3 clusters Score -231806.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -231811.125000 Penalty: 2507.705078
	Iteration 35Q: 3 clusters Score -231811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -231815.093750 Penalty: 2507.705078
	Iteration 36Q: 3 clusters Score -231815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -231822.015625 Penalty: 2507.705078
	Iteration 37Q: 3 clusters Score -231822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -231832.109375 Penalty: 2507.705078
	Iteration 38Q: 3 clusters Score -231832.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -231843.562500 Penalty: 2507.705078
	Iteration 39Q: 3 clusters Score -231843.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -231852.875000 Penalty: 2507.705078
	Iteration 40F: 3 clusters Score -231852.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -231860.281250 Penalty: 2507.705078
	Iteration 41Q: 3 clusters Score -231860.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -231864.937500 Penalty: 2507.705078
	Iteration 42Q: 3 clusters Score -231864.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -231869.703125 Penalty: 2507.705078
	Iteration 43Q: 3 clusters Score -231869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -231873.921875 Penalty: 2507.705078
	Iteration 44Q: 3 clusters Score -231873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -231877.703125 Penalty: 2507.705078
	Iteration 45Q: 3 clusters Score -231877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -231880.578125 Penalty: 2507.705078
	Iteration 46Q: 3 clusters Score -231880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -231881.781250 Penalty: 2507.705078
	Iteration 47Q: 3 clusters Score -231881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -231883.375000 Penalty: 2507.705078
	Iteration 48Q: 3 clusters Score -231883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -231884.406250 Penalty: 2507.705078
	Iteration 49Q: 3 clusters Score -231884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -231884.328125 Penalty: 2507.705078
	Iteration 50Q: 3 clusters Score -231884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -231884.328125 Penalty: 2507.705078
	Iteration 51F: 3 clusters Score -231884.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Entering Unmasked Estep 
Score: -5234069.000000 Penalty: 1757.007080
	Iteration 0F: 2 clusters Score -5234069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5201114.000000 Penalty: 3514.014160
	Iteration 0F: 3 clusters Score -5201114 nChanged 23247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5215477.000000 Penalty: 3514.014160
	Iteration 1F: 3 clusters Score -5215477 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5216904.500000 Penalty: 3514.014160
	Iteration 2F: 3 clusters Score -5216904 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5218917.500000 Penalty: 3514.014160
	Iteration 3F: 3 clusters Score -5218918 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -5221381.000000 Penalty: 3514.014160
	Iteration 4F: 3 clusters Score -5221381 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -5224077.000000 Penalty: 3514.014160
	Iteration 5F: 3 clusters Score -5224077 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5226320.500000 Penalty: 3514.014160
	Iteration 6F: 3 clusters Score -5226320 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5228030.000000 Penalty: 3514.014160
	Iteration 7F: 3 clusters Score -5228030 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -5229229.500000 Penalty: 3514.014160
	Iteration 8Q: 3 clusters Score -5229230 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5230220.000000 Penalty: 3514.014160
	Iteration 9Q: 3 clusters Score -5230220 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -5231098.500000 Penalty: 3514.014160
	Iteration 10Q: 3 clusters Score -5231098 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -5232058.500000 Penalty: 3514.014160
	Iteration 11Q: 3 clusters Score -5232058 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5232906.500000 Penalty: 3514.014160
	Iteration 12Q: 3 clusters Score -5232906 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5233604.500000 Penalty: 3514.014160
	Iteration 13Q: 3 clusters Score -5233604 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5234133.500000 Penalty: 3514.014160
	Iteration 14Q: 3 clusters Score -5234134 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -5234450.000000 Penalty: 3514.014160
	Iteration 15Q: 3 clusters Score -5234450 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -5234623.500000 Penalty: 3514.014160
	Iteration 16Q: 3 clusters Score -5234624 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5234762.500000 Penalty: 3514.014160
	Iteration 17Q: 3 clusters Score -5234762 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5234833.000000 Penalty: 3514.014160
	Iteration 18Q: 3 clusters Score -5234833 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5234882.000000 Penalty: 3514.014160
	Iteration 19Q: 3 clusters Score -5234882 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5234913.000000 Penalty: 3514.014160
	Iteration 20F: 3 clusters Score -5234913 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5234933.000000 Penalty: 3514.014160
	Iteration 21Q: 3 clusters Score -5234933 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -5234955.500000 Penalty: 3514.014160
	Iteration 22Q: 3 clusters Score -5234956 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5234961.000000 Penalty: 3514.014160
	Iteration 23Q: 3 clusters Score -5234961 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5234973.500000 Penalty: 3514.014160
	Iteration 24Q: 3 clusters Score -5234974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -5234997.000000 Penalty: 3514.014160
	Iteration 25Q: 3 clusters Score -5234997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5234998.000000 Penalty: 3514.014160
	Iteration 26Q: 3 clusters Score -5234998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5234993.500000 Penalty: 3514.014160
	Iteration 27Q: 3 clusters Score -5234994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5234990.500000 Penalty: 3514.014160
	Iteration 28Q: 3 clusters Score -5234990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5235003.000000 Penalty: 3514.014160
	Iteration 29Q: 3 clusters Score -5235003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -5234998.500000 Penalty: 3514.014160
	Iteration 30Q: 3 clusters Score -5234998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5235007.000000 Penalty: 3514.014160
	Iteration 31Q: 3 clusters Score -5235007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5235013.000000 Penalty: 3514.014160
	Iteration 32Q: 3 clusters Score -5235013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5235005.000000 Penalty: 3514.014160
	Iteration 33Q: 3 clusters Score -5235005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5234999.500000 Penalty: 3514.014160
	Iteration 34Q: 3 clusters Score -5235000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5235009.000000 Penalty: 3514.014160
	Iteration 35Q: 3 clusters Score -5235009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5235013.000000 Penalty: 3514.014160
	Iteration 36Q: 3 clusters Score -5235013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5235011.000000 Penalty: 3514.014160
	Iteration 37Q: 3 clusters Score -5235011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5235011.500000 Penalty: 3514.014160
	Iteration 38Q: 3 clusters Score -5235012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5235021.000000 Penalty: 3514.014160
	Iteration 39Q: 3 clusters Score -5235021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5235015.000000 Penalty: 3514.014160
	Iteration 40F: 3 clusters Score -5235015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5235015.500000 Penalty: 3514.014160
	Iteration 41Q: 3 clusters Score -5235016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5235013.000000 Penalty: 3514.014160
	Iteration 42Q: 3 clusters Score -5235013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -5235010.000000 Penalty: 3514.014160
	Iteration 43Q: 3 clusters Score -5235010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5235011.000000 Penalty: 3514.014160
	Iteration 44Q: 3 clusters Score -5235011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5235010.500000 Penalty: 3514.014160
	Iteration 45Q: 3 clusters Score -5235010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -5235014.000000 Penalty: 3514.014160
	Iteration 46Q: 3 clusters Score -5235014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5235016.000000 Penalty: 3514.014160
	Iteration 47Q: 3 clusters Score -5235016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5235014.500000 Penalty: 3514.014160
	Iteration 48Q: 3 clusters Score -5235014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5235015.000000 Penalty: 3514.014160
	Iteration 49Q: 3 clusters Score -5235015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5235017.500000 Penalty: 3514.014160
	Iteration 50Q: 3 clusters Score -5235018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5235011.000000 Penalty: 3514.014160
	Iteration 51Q: 3 clusters Score -5235011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -5235010.500000 Penalty: 3514.014160
	Iteration 52Q: 3 clusters Score -5235010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5235014.500000 Penalty: 3514.014160
	Iteration 53Q: 3 clusters Score -5235014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -5235013.500000 Penalty: 3514.014160
	Iteration 54Q: 3 clusters Score -5235014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -5235017.500000 Penalty: 3514.014160
	Iteration 55Q: 3 clusters Score -5235018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -5235017.500000 Penalty: 3514.014160
	Iteration 56F: 3 clusters Score -5235018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22943 members 
Mstep: Class 19 contains 26687 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110161 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 7141 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14247 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11737 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4648 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179620 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 173088 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
Score: -101039752.000000 Penalty: 91867.312500
Splitting cluster 19 changes total score from -101038600.000000 to -101039752.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -444730.218750 Penalty: 1351.319336
	Iteration 0F: 2 clusters Score -444730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -441338.312500 Penalty: 2702.638672
	Iteration 0F: 3 clusters Score -441338.3 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -442254.156250 Penalty: 2702.638672
	Iteration 1F: 3 clusters Score -442254.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -442422.718750 Penalty: 2702.638672
	Iteration 2F: 3 clusters Score -442422.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -442523.718750 Penalty: 2702.638672
	Iteration 3Q: 3 clusters Score -442523.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -442579.562500 Penalty: 2702.638672
	Iteration 4Q: 3 clusters Score -442579.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -442611.281250 Penalty: 2702.638672
	Iteration 5Q: 3 clusters Score -442611.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -442638.281250 Penalty: 2702.638672
	Iteration 6Q: 3 clusters Score -442638.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -442657.687500 Penalty: 2702.638672
	Iteration 7Q: 3 clusters Score -442657.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -442674.656250 Penalty: 2702.638672
	Iteration 8Q: 3 clusters Score -442674.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -442688.218750 Penalty: 2702.638672
	Iteration 9Q: 3 clusters Score -442688.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -442698.656250 Penalty: 2702.638672
	Iteration 10Q: 3 clusters Score -442698.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -442707.875000 Penalty: 2702.638672
	Iteration 11Q: 3 clusters Score -442707.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -442717.093750 Penalty: 2702.638672
	Iteration 12Q: 3 clusters Score -442717.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -442728.375000 Penalty: 2702.638672
	Iteration 13Q: 3 clusters Score -442728.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -442737.875000 Penalty: 2702.638672
	Iteration 14Q: 3 clusters Score -442737.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -442745.593750 Penalty: 2702.638672
	Iteration 15Q: 3 clusters Score -442745.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -442752.218750 Penalty: 2702.638672
	Iteration 16Q: 3 clusters Score -442752.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -442762.906250 Penalty: 2702.638672
	Iteration 17Q: 3 clusters Score -442762.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -442779.406250 Penalty: 2702.638672
	Iteration 18Q: 3 clusters Score -442779.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -442798.968750 Penalty: 2702.638672
	Iteration 19Q: 3 clusters Score -442799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -442819.468750 Penalty: 2702.638672
	Iteration 20F: 3 clusters Score -442819.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -442839.218750 Penalty: 2702.638672
	Iteration 21Q: 3 clusters Score -442839.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -442858.062500 Penalty: 2702.638672
	Iteration 22Q: 3 clusters Score -442858.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -442877.562500 Penalty: 2702.638672
	Iteration 23Q: 3 clusters Score -442877.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -442901.531250 Penalty: 2702.638672
	Iteration 24Q: 3 clusters Score -442901.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -442924.843750 Penalty: 2702.638672
	Iteration 25Q: 3 clusters Score -442924.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -442945.656250 Penalty: 2702.638672
	Iteration 26Q: 3 clusters Score -442945.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -442969.937500 Penalty: 2702.638672
	Iteration 27Q: 3 clusters Score -442969.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -442993.375000 Penalty: 2702.638672
	Iteration 28Q: 3 clusters Score -442993.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -443019.093750 Penalty: 2702.638672
	Iteration 29Q: 3 clusters Score -443019.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -443043.312500 Penalty: 2702.638672
	Iteration 30Q: 3 clusters Score -443043.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -443069.375000 Penalty: 2702.638672
	Iteration 31Q: 3 clusters Score -443069.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -443094.125000 Penalty: 2702.638672
	Iteration 32Q: 3 clusters Score -443094.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -443127.875000 Penalty: 2702.638672
	Iteration 33Q: 3 clusters Score -443127.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -443156.875000 Penalty: 2702.638672
	Iteration 34Q: 3 clusters Score -443156.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -443188.437500 Penalty: 2702.638672
	Iteration 35Q: 3 clusters Score -443188.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -443218.656250 Penalty: 2702.638672
	Iteration 36Q: 3 clusters Score -443218.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -443252.375000 Penalty: 2702.638672
	Iteration 37Q: 3 clusters Score -443252.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -443284.437500 Penalty: 2702.638672
	Iteration 38Q: 3 clusters Score -443284.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -443314.250000 Penalty: 2702.638672
	Iteration 39Q: 3 clusters Score -443314.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -443340.125000 Penalty: 2702.638672
	Iteration 40F: 3 clusters Score -443340.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -443362.187500 Penalty: 2702.638672
	Iteration 41Q: 3 clusters Score -443362.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -443389.187500 Penalty: 2702.638672
	Iteration 42Q: 3 clusters Score -443389.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -443417.906250 Penalty: 2702.638672
	Iteration 43Q: 3 clusters Score -443417.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -443440.437500 Penalty: 2702.638672
	Iteration 44Q: 3 clusters Score -443440.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -443459.906250 Penalty: 2702.638672
	Iteration 45Q: 3 clusters Score -443459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -443473.281250 Penalty: 2702.638672
	Iteration 46Q: 3 clusters Score -443473.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -443479.750000 Penalty: 2702.638672
	Iteration 47Q: 3 clusters Score -443479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -443487.125000 Penalty: 2702.638672
	Iteration 48Q: 3 clusters Score -443487.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -443492.187500 Penalty: 2702.638672
	Iteration 49Q: 3 clusters Score -443492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -443497.750000 Penalty: 2702.638672
	Iteration 50Q: 3 clusters Score -443497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -443501.281250 Penalty: 2702.638672
	Iteration 51Q: 3 clusters Score -443501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -443504.125000 Penalty: 2702.638672
	Iteration 52Q: 3 clusters Score -443504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -443505.812500 Penalty: 2702.638672
	Iteration 53Q: 3 clusters Score -443505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -443508.156250 Penalty: 2702.638672
	Iteration 54Q: 3 clusters Score -443508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -443508.656250 Penalty: 2702.638672
	Iteration 55Q: 3 clusters Score -443508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -443509.531250 Penalty: 2702.638672
	Iteration 56Q: 3 clusters Score -443509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -443509.968750 Penalty: 2702.638672
	Iteration 57Q: 3 clusters Score -443510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -443509.812500 Penalty: 2702.638672
	Iteration 58Q: 3 clusters Score -443509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -443509.812500 Penalty: 2702.638672
	Iteration 59F: 3 clusters Score -443509.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -53921.062500 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -53921.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52778.078125 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -52778.08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -53060.394531 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -53060.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53223.652344 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -53223.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53294.765625 Penalty: 2097.428223
	Iteration 3F: 3 clusters Score -53294.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -53324.898438 Penalty: 2097.428223
	Iteration 4Q: 3 clusters Score -53324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -53346.351562 Penalty: 2097.428223
	Iteration 5Q: 3 clusters Score -53346.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -53361.898438 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -53361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -53374.972656 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -53374.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53379.839844 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -53379.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53383.562500 Penalty: 2097.428223
	Iteration 9Q: 3 clusters Score -53383.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -53384.386719 Penalty: 2097.428223
	Iteration 10Q: 3 clusters Score -53384.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -53384.386719 Penalty: 2097.428223
	Iteration 11F: 3 clusters Score -53384.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -705161.625000 Penalty: 1437.392090
	Iteration 0F: 2 clusters Score -705161.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -699909.125000 Penalty: 2874.784180
	Iteration 0F: 3 clusters Score -699909.1 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -701541.687500 Penalty: 2874.784180
	Iteration 1F: 3 clusters Score -701541.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -701847.937500 Penalty: 2874.784180
	Iteration 2F: 3 clusters Score -701847.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -702202.187500 Penalty: 2874.784180
	Iteration 3F: 3 clusters Score -702202.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -702657.187500 Penalty: 2874.784180
	Iteration 4F: 3 clusters Score -702657.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -703167.187500 Penalty: 2874.784180
	Iteration 5F: 3 clusters Score -703167.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -703680.812500 Penalty: 2874.784180
	Iteration 6F: 3 clusters Score -703680.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -704109.000000 Penalty: 2874.784180
	Iteration 7F: 3 clusters Score -704109 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -704389.625000 Penalty: 2874.784180
	Iteration 8Q: 3 clusters Score -704389.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -704515.812500 Penalty: 2874.784180
	Iteration 9Q: 3 clusters Score -704515.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -704568.375000 Penalty: 2874.784180
	Iteration 10Q: 3 clusters Score -704568.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -704603.187500 Penalty: 2874.784180
	Iteration 11Q: 3 clusters Score -704603.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -704628.875000 Penalty: 2874.784180
	Iteration 12Q: 3 clusters Score -704628.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -704641.562500 Penalty: 2874.784180
	Iteration 13Q: 3 clusters Score -704641.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -704647.687500 Penalty: 2874.784180
	Iteration 14Q: 3 clusters Score -704647.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -704651.312500 Penalty: 2874.784180
	Iteration 15Q: 3 clusters Score -704651.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -704654.437500 Penalty: 2874.784180
	Iteration 16Q: 3 clusters Score -704654.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -704657.875000 Penalty: 2874.784180
	Iteration 17Q: 3 clusters Score -704657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -704660.312500 Penalty: 2874.784180
	Iteration 18Q: 3 clusters Score -704660.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -704662.312500 Penalty: 2874.784180
	Iteration 19Q: 3 clusters Score -704662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -704666.062500 Penalty: 2874.784180
	Iteration 20F: 3 clusters Score -704666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -704667.937500 Penalty: 2874.784180
	Iteration 21Q: 3 clusters Score -704667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -704668.125000 Penalty: 2874.784180
	Iteration 22Q: 3 clusters Score -704668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -704670.125000 Penalty: 2874.784180
	Iteration 23Q: 3 clusters Score -704670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -704671.875000 Penalty: 2874.784180
	Iteration 24Q: 3 clusters Score -704671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -704673.000000 Penalty: 2874.784180
	Iteration 25Q: 3 clusters Score -704673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -704674.125000 Penalty: 2874.784180
	Iteration 26Q: 3 clusters Score -704674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -704674.687500 Penalty: 2874.784180
	Iteration 27Q: 3 clusters Score -704674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -704674.125000 Penalty: 2874.784180
	Iteration 28Q: 3 clusters Score -704674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -704674.625000 Penalty: 2874.784180
	Iteration 29Q: 3 clusters Score -704674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -704674.625000 Penalty: 2874.784180
	Iteration 30F: 3 clusters Score -704674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (110161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Entering Unmasked Estep 
Score: -11941762.000000 Penalty: 1886.575928
	Iteration 0F: 2 clusters Score -1.194176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -11868696.000000 Penalty: 3773.151855
	Iteration 0F: 3 clusters Score -1.18687e+07 nChanged 52763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -11899517.000000 Penalty: 3773.151855
	Iteration 1F: 3 clusters Score -1.189952e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -11900403.000000 Penalty: 3773.151855
	Iteration 2Q: 3 clusters Score -1.19004e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -11902198.000000 Penalty: 3773.151855
	Iteration 3Q: 3 clusters Score -1.19022e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -11905550.000000 Penalty: 3773.151855
	Iteration 4F: 3 clusters Score -1.190555e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -11911638.000000 Penalty: 3773.151855
	Iteration 5F: 3 clusters Score -1.191164e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -11921297.000000 Penalty: 3773.151855
	Iteration 6F: 3 clusters Score -1.19213e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -11931311.000000 Penalty: 3773.151855
	Iteration 7F: 3 clusters Score -1.193131e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 107260 members 
Entering Unmasked Estep 
Score: -11937169.000000 Penalty: 3773.151855
	Iteration 8F: 3 clusters Score -1.193717e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -11939336.000000 Penalty: 3773.151855
	Iteration 9Q: 3 clusters Score -1.193934e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109967 members 
Entering Unmasked Estep 
Score: -11939819.000000 Penalty: 3773.151855
	Iteration 10Q: 3 clusters Score -1.193982e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -11939927.000000 Penalty: 3773.151855
	Iteration 11Q: 3 clusters Score -1.193993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -11939962.000000 Penalty: 3773.151855
	Iteration 12Q: 3 clusters Score -1.193996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -11939985.000000 Penalty: 3773.151855
	Iteration 13Q: 3 clusters Score -1.193998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -11939984.000000 Penalty: 3773.151855
	Iteration 14Q: 3 clusters Score -1.193998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110068 members 
Entering Unmasked Estep 
Score: -11939988.000000 Penalty: 3773.151855
	Iteration 15Q: 3 clusters Score -1.193999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 110067 members 
Entering Unmasked Estep 
Score: -11939987.000000 Penalty: 3773.151855
	Iteration 16Q: 3 clusters Score -1.193999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 110067 members 
Entering Unmasked Estep 
Score: -11939987.000000 Penalty: 3773.151855
	Iteration 17F: 3 clusters Score -1.193999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -599871.625000 Penalty: 1408.721558
	Iteration 0F: 2 clusters Score -599871.6 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 2862 members 
Entering Unmasked Estep 
Score: -595441.250000 Penalty: 2817.443115
	Iteration 0F: 3 clusters Score -595441.2 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -596784.187500 Penalty: 2817.443115
	Iteration 1F: 3 clusters Score -596784.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -597042.375000 Penalty: 2817.443115
	Iteration 2F: 3 clusters Score -597042.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -597229.062500 Penalty: 2817.443115
	Iteration 3F: 3 clusters Score -597229.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -597385.875000 Penalty: 2817.443115
	Iteration 4Q: 3 clusters Score -597385.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -597504.687500 Penalty: 2817.443115
	Iteration 5Q: 3 clusters Score -597504.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -597614.812500 Penalty: 2817.443115
	Iteration 6Q: 3 clusters Score -597614.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -597704.875000 Penalty: 2817.443115
	Iteration 7Q: 3 clusters Score -597704.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -597784.687500 Penalty: 2817.443115
	Iteration 8Q: 3 clusters Score -597784.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -597870.625000 Penalty: 2817.443115
	Iteration 9Q: 3 clusters Score -597870.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -597961.062500 Penalty: 2817.443115
	Iteration 10Q: 3 clusters Score -597961.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -598040.062500 Penalty: 2817.443115
	Iteration 11Q: 3 clusters Score -598040.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -598099.437500 Penalty: 2817.443115
	Iteration 12Q: 3 clusters Score -598099.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -598160.750000 Penalty: 2817.443115
	Iteration 13Q: 3 clusters Score -598160.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -598220.625000 Penalty: 2817.443115
	Iteration 14Q: 3 clusters Score -598220.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -598279.500000 Penalty: 2817.443115
	Iteration 15Q: 3 clusters Score -598279.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -598328.250000 Penalty: 2817.443115
	Iteration 16Q: 3 clusters Score -598328.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -598388.187500 Penalty: 2817.443115
	Iteration 17Q: 3 clusters Score -598388.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -598432.750000 Penalty: 2817.443115
	Iteration 18Q: 3 clusters Score -598432.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -598470.062500 Penalty: 2817.443115
	Iteration 19Q: 3 clusters Score -598470.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -598498.187500 Penalty: 2817.443115
	Iteration 20F: 3 clusters Score -598498.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -598514.625000 Penalty: 2817.443115
	Iteration 21Q: 3 clusters Score -598514.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -598527.500000 Penalty: 2817.443115
	Iteration 22Q: 3 clusters Score -598527.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -598541.562500 Penalty: 2817.443115
	Iteration 23Q: 3 clusters Score -598541.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -598557.062500 Penalty: 2817.443115
	Iteration 24Q: 3 clusters Score -598557.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -598575.375000 Penalty: 2817.443115
	Iteration 25Q: 3 clusters Score -598575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -598592.125000 Penalty: 2817.443115
	Iteration 26Q: 3 clusters Score -598592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -598605.250000 Penalty: 2817.443115
	Iteration 27Q: 3 clusters Score -598605.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -598614.437500 Penalty: 2817.443115
	Iteration 28Q: 3 clusters Score -598614.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -598621.125000 Penalty: 2817.443115
	Iteration 29Q: 3 clusters Score -598621.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -598628.937500 Penalty: 2817.443115
	Iteration 30Q: 3 clusters Score -598628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -598633.687500 Penalty: 2817.443115
	Iteration 31Q: 3 clusters Score -598633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -598638.312500 Penalty: 2817.443115
	Iteration 32Q: 3 clusters Score -598638.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -598641.250000 Penalty: 2817.443115
	Iteration 33Q: 3 clusters Score -598641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -598645.250000 Penalty: 2817.443115
	Iteration 34Q: 3 clusters Score -598645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -598652.000000 Penalty: 2817.443115
	Iteration 35Q: 3 clusters Score -598652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -598661.125000 Penalty: 2817.443115
	Iteration 36Q: 3 clusters Score -598661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -598663.000000 Penalty: 2817.443115
	Iteration 37Q: 3 clusters Score -598663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -598664.687500 Penalty: 2817.443115
	Iteration 38Q: 3 clusters Score -598664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -598666.062500 Penalty: 2817.443115
	Iteration 39Q: 3 clusters Score -598666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -598665.687500 Penalty: 2817.443115
	Iteration 40F: 3 clusters Score -598665.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -29938.794922 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -29938.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29130.150391 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -29130.15 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29738.722656 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -29738.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30043.994141 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -30043.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30220.089844 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -30220.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30332.808594 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -30332.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30374.712891 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -30374.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30490.109375 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -30490.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30527.501953 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -30527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30538.798828 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -30538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30550.703125 Penalty: 1943.137817
	Iteration 9Q: 3 clusters Score -30550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30559.152344 Penalty: 1943.137817
	Iteration 10Q: 3 clusters Score -30559.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30559.152344 Penalty: 1943.137817
	Iteration 11F: 3 clusters Score -30559.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22943 members 
Mstep: Class 19 contains 26687 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110161 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 267 members 
Mstep: Class 26 contains 7141 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14247 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11737 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4648 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179620 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 173088 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Mstep: Class 42 contains 128 members 
Entering Unmasked Estep 
Score: -101039024.000000 Penalty: 94107.984375
Splitting cluster 25 changes total score from -101038600.000000 to -101039024.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 26 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -728928.937500 Penalty: 1441.961182
	Iteration 0F: 2 clusters Score -728928.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -723606.875000 Penalty: 2883.922363
	Iteration 0F: 3 clusters Score -723606.9 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -725198.687500 Penalty: 2883.922363
	Iteration 1F: 3 clusters Score -725198.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -725459.500000 Penalty: 2883.922363
	Iteration 2F: 3 clusters Score -725459.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -725705.000000 Penalty: 2883.922363
	Iteration 3F: 3 clusters Score -725705 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -725974.562500 Penalty: 2883.922363
	Iteration 4F: 3 clusters Score -725974.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -726226.625000 Penalty: 2883.922363
	Iteration 5F: 3 clusters Score -726226.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -726483.312500 Penalty: 2883.922363
	Iteration 6Q: 3 clusters Score -726483.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -726738.812500 Penalty: 2883.922363
	Iteration 7F: 3 clusters Score -726738.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -726994.562500 Penalty: 2883.922363
	Iteration 8F: 3 clusters Score -726994.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -727231.437500 Penalty: 2883.922363
	Iteration 9Q: 3 clusters Score -727231.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -727427.875000 Penalty: 2883.922363
	Iteration 10Q: 3 clusters Score -727427.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -727567.875000 Penalty: 2883.922363
	Iteration 11Q: 3 clusters Score -727567.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -727686.812500 Penalty: 2883.922363
	Iteration 12Q: 3 clusters Score -727686.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -727780.812500 Penalty: 2883.922363
	Iteration 13Q: 3 clusters Score -727780.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -727879.312500 Penalty: 2883.922363
	Iteration 14Q: 3 clusters Score -727879.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -727968.437500 Penalty: 2883.922363
	Iteration 15Q: 3 clusters Score -727968.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -728051.187500 Penalty: 2883.922363
	Iteration 16Q: 3 clusters Score -728051.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -728112.875000 Penalty: 2883.922363
	Iteration 17Q: 3 clusters Score -728112.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -728172.562500 Penalty: 2883.922363
	Iteration 18Q: 3 clusters Score -728172.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -728227.312500 Penalty: 2883.922363
	Iteration 19Q: 3 clusters Score -728227.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -728273.125000 Penalty: 2883.922363
	Iteration 20F: 3 clusters Score -728273.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -728308.750000 Penalty: 2883.922363
	Iteration 21Q: 3 clusters Score -728308.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -728337.500000 Penalty: 2883.922363
	Iteration 22Q: 3 clusters Score -728337.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -728351.062500 Penalty: 2883.922363
	Iteration 23Q: 3 clusters Score -728351.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -728362.687500 Penalty: 2883.922363
	Iteration 24Q: 3 clusters Score -728362.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -728370.562500 Penalty: 2883.922363
	Iteration 25Q: 3 clusters Score -728370.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -728376.500000 Penalty: 2883.922363
	Iteration 26Q: 3 clusters Score -728376.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -728379.000000 Penalty: 2883.922363
	Iteration 27Q: 3 clusters Score -728379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -728381.687500 Penalty: 2883.922363
	Iteration 28Q: 3 clusters Score -728381.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -728385.437500 Penalty: 2883.922363
	Iteration 29Q: 3 clusters Score -728385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -728392.375000 Penalty: 2883.922363
	Iteration 30Q: 3 clusters Score -728392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -728396.500000 Penalty: 2883.922363
	Iteration 31Q: 3 clusters Score -728396.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -728398.187500 Penalty: 2883.922363
	Iteration 32Q: 3 clusters Score -728398.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -728403.500000 Penalty: 2883.922363
	Iteration 33Q: 3 clusters Score -728403.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -728403.812500 Penalty: 2883.922363
	Iteration 34Q: 3 clusters Score -728403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -728407.687500 Penalty: 2883.922363
	Iteration 35Q: 3 clusters Score -728407.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -728409.625000 Penalty: 2883.922363
	Iteration 36Q: 3 clusters Score -728409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -728409.437500 Penalty: 2883.922363
	Iteration 37Q: 3 clusters Score -728409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -728411.937500 Penalty: 2883.922363
	Iteration 38Q: 3 clusters Score -728411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -728412.062500 Penalty: 2883.922363
	Iteration 39Q: 3 clusters Score -728412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -728413.125000 Penalty: 2883.922363
	Iteration 40F: 3 clusters Score -728413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -728415.437500 Penalty: 2883.922363
	Iteration 41Q: 3 clusters Score -728415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -728415.625000 Penalty: 2883.922363
	Iteration 42Q: 3 clusters Score -728415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -728414.750000 Penalty: 2883.922363
	Iteration 43Q: 3 clusters Score -728414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -728414.750000 Penalty: 2883.922363
	Iteration 44F: 3 clusters Score -728414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -157352.750000 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -157352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -155517.906250 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -155517.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -155909.125000 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -155909.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -156039.390625 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -156039.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -156128.406250 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -156128.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -156187.671875 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -156187.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -156251.390625 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -156251.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -156305.859375 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -156305.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -156338.937500 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -156338.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -156362.218750 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -156362.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -156383.687500 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -156383.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -156400.000000 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -156400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -156415.218750 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -156415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -156425.968750 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -156426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -156437.593750 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -156437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -156446.546875 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -156446.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -156459.921875 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -156459.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -156476.359375 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -156476.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -156493.218750 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -156493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -156501.109375 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -156501.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -156509.031250 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -156509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -156517.312500 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -156517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -156523.062500 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -156523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -156527.906250 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -156527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -156532.250000 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -156532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -156535.406250 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -156535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -156537.359375 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -156537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -156540.562500 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -156540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -156541.843750 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -156541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -156544.437500 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -156544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -156545.500000 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -156545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -156547.312500 Penalty: 2409.344482
	Iteration 30Q: 3 clusters Score -156547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -156548.015625 Penalty: 2409.344482
	Iteration 31Q: 3 clusters Score -156548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -156548.140625 Penalty: 2409.344482
	Iteration 32Q: 3 clusters Score -156548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -156548.140625 Penalty: 2409.344482
	Iteration 33F: 3 clusters Score -156548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19012.187500 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19012.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18294.517578 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -18294.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18534.968750 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -18534.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18626.898438 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -18626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18689.996094 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -18690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18739.873047 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -18739.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18757.894531 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -18757.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18761.552734 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -18761.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18761.552734 Penalty: 1800.910645
	Iteration 7F: 3 clusters Score -18761.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Entering Unmasked Estep 
Score: -1553225.250000 Penalty: 1554.198975
	Iteration 0F: 2 clusters Score -1553225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1543313.250000 Penalty: 3108.397949
	Iteration 0F: 3 clusters Score -1543313 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1546605.875000 Penalty: 3108.397949
	Iteration 1F: 3 clusters Score -1546606 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1546990.250000 Penalty: 3108.397949
	Iteration 2F: 3 clusters Score -1546990 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1547375.875000 Penalty: 3108.397949
	Iteration 3F: 3 clusters Score -1547376 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1547812.750000 Penalty: 3108.397949
	Iteration 4F: 3 clusters Score -1547813 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1548315.375000 Penalty: 3108.397949
	Iteration 5F: 3 clusters Score -1548315 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1548900.000000 Penalty: 3108.397949
	Iteration 6F: 3 clusters Score -1548900 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1549543.250000 Penalty: 3108.397949
	Iteration 7F: 3 clusters Score -1549543 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1550132.875000 Penalty: 3108.397949
	Iteration 8Q: 3 clusters Score -1550133 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1550588.125000 Penalty: 3108.397949
	Iteration 9Q: 3 clusters Score -1550588 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1550910.625000 Penalty: 3108.397949
	Iteration 10Q: 3 clusters Score -1550911 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1551168.875000 Penalty: 3108.397949
	Iteration 11Q: 3 clusters Score -1551169 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1551374.250000 Penalty: 3108.397949
	Iteration 12Q: 3 clusters Score -1551374 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1551524.625000 Penalty: 3108.397949
	Iteration 13Q: 3 clusters Score -1551525 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1551619.875000 Penalty: 3108.397949
	Iteration 14Q: 3 clusters Score -1551620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1551691.500000 Penalty: 3108.397949
	Iteration 15Q: 3 clusters Score -1551692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1551751.500000 Penalty: 3108.397949
	Iteration 16Q: 3 clusters Score -1551752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1551790.125000 Penalty: 3108.397949
	Iteration 17Q: 3 clusters Score -1551790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1551831.125000 Penalty: 3108.397949
	Iteration 18Q: 3 clusters Score -1551831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1551865.500000 Penalty: 3108.397949
	Iteration 19Q: 3 clusters Score -1551866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1551877.000000 Penalty: 3108.397949
	Iteration 20F: 3 clusters Score -1551877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1551893.625000 Penalty: 3108.397949
	Iteration 21Q: 3 clusters Score -1551894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1551907.750000 Penalty: 3108.397949
	Iteration 22Q: 3 clusters Score -1551908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1551919.875000 Penalty: 3108.397949
	Iteration 23Q: 3 clusters Score -1551920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1551928.750000 Penalty: 3108.397949
	Iteration 24Q: 3 clusters Score -1551929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1551932.625000 Penalty: 3108.397949
	Iteration 25Q: 3 clusters Score -1551933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1551937.625000 Penalty: 3108.397949
	Iteration 26Q: 3 clusters Score -1551938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1551939.875000 Penalty: 3108.397949
	Iteration 27Q: 3 clusters Score -1551940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1551946.375000 Penalty: 3108.397949
	Iteration 28Q: 3 clusters Score -1551946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1551950.125000 Penalty: 3108.397949
	Iteration 29Q: 3 clusters Score -1551950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1551949.750000 Penalty: 3108.397949
	Iteration 30Q: 3 clusters Score -1551950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1551951.625000 Penalty: 3108.397949
	Iteration 31Q: 3 clusters Score -1551952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1551953.125000 Penalty: 3108.397949
	Iteration 32Q: 3 clusters Score -1551953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1551953.750000 Penalty: 3108.397949
	Iteration 33Q: 3 clusters Score -1551954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1551957.625000 Penalty: 3108.397949
	Iteration 34Q: 3 clusters Score -1551958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1551959.000000 Penalty: 3108.397949
	Iteration 35Q: 3 clusters Score -1551959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1551963.500000 Penalty: 3108.397949
	Iteration 36Q: 3 clusters Score -1551964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1551965.250000 Penalty: 3108.397949
	Iteration 37Q: 3 clusters Score -1551965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1551967.125000 Penalty: 3108.397949
	Iteration 38Q: 3 clusters Score -1551967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1551966.500000 Penalty: 3108.397949
	Iteration 39Q: 3 clusters Score -1551966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1551967.750000 Penalty: 3108.397949
	Iteration 40F: 3 clusters Score -1551968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -429373.781250 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -429373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -425931.000000 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -425931 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -426862.562500 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -426862.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -427122.781250 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -427122.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -427396.750000 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -427396.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -427652.312500 Penalty: 2705.093994
	Iteration 4F: 3 clusters Score -427652.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -427841.625000 Penalty: 2705.093994
	Iteration 5F: 3 clusters Score -427841.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -427991.250000 Penalty: 2705.093994
	Iteration 6Q: 3 clusters Score -427991.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -428117.531250 Penalty: 2705.093994
	Iteration 7Q: 3 clusters Score -428117.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -428224.281250 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -428224.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -428315.406250 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -428315.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -428395.312500 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -428395.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -428478.906250 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -428478.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -428568.343750 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -428568.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -428642.218750 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -428642.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -428678.031250 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -428678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -428699.875000 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -428699.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -428716.406250 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -428716.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -428724.750000 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -428724.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -428730.718750 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -428730.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -428742.125000 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -428742.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -428756.656250 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -428756.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -428772.031250 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -428772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -428788.125000 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -428788.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -428809.781250 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -428809.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -428822.593750 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -428822.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -428834.656250 Penalty: 2705.093994
	Iteration 25Q: 3 clusters Score -428834.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -428849.093750 Penalty: 2705.093994
	Iteration 26Q: 3 clusters Score -428849.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -428867.656250 Penalty: 2705.093994
	Iteration 27Q: 3 clusters Score -428867.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -428886.750000 Penalty: 2705.093994
	Iteration 28Q: 3 clusters Score -428886.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -428908.468750 Penalty: 2705.093994
	Iteration 29Q: 3 clusters Score -428908.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -428929.750000 Penalty: 2705.093994
	Iteration 30Q: 3 clusters Score -428929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -428956.625000 Penalty: 2705.093994
	Iteration 31Q: 3 clusters Score -428956.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -428989.937500 Penalty: 2705.093994
	Iteration 32Q: 3 clusters Score -428989.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -429041.437500 Penalty: 2705.093994
	Iteration 33Q: 3 clusters Score -429041.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -429091.625000 Penalty: 2705.093994
	Iteration 34Q: 3 clusters Score -429091.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -429128.656250 Penalty: 2705.093994
	Iteration 35Q: 3 clusters Score -429128.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -429157.562500 Penalty: 2705.093994
	Iteration 36Q: 3 clusters Score -429157.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -429179.281250 Penalty: 2705.093994
	Iteration 37Q: 3 clusters Score -429179.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -429216.031250 Penalty: 2705.093994
	Iteration 38Q: 3 clusters Score -429216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -429307.906250 Penalty: 2705.093994
	Iteration 39Q: 3 clusters Score -429307.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -429449.125000 Penalty: 2705.093994
	Iteration 40F: 3 clusters Score -429449.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -429484.937500 Penalty: 2705.093994
	Iteration 41Q: 3 clusters Score -429484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -429488.062500 Penalty: 2705.093994
	Iteration 42Q: 3 clusters Score -429488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -429487.718750 Penalty: 2705.093994
	Iteration 43Q: 3 clusters Score -429487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -429488.906250 Penalty: 2705.093994
	Iteration 44Q: 3 clusters Score -429488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -429488.906250 Penalty: 2705.093994
	Iteration 45F: 3 clusters Score -429488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22943 members 
Mstep: Class 19 contains 26687 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110161 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 267 members 
Mstep: Class 26 contains 7141 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14247 members 
Mstep: Class 30 contains 2414 members 
Mstep: Class 31 contains 11737 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4648 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179620 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 173088 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1705 members 
Entering Unmasked Estep 
Score: -101038344.000000 Penalty: 96348.648438
Splitting cluster 30 changes total score from -101038600.000000 to -101038344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (11737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Entering Unmasked Estep 
Score: -1285213.625000 Penalty: 1522.706543
	Iteration 0F: 2 clusters Score -1285214 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 5893 members 
Entering Unmasked Estep 
Score: -1276959.750000 Penalty: 3045.413086
	Iteration 0F: 3 clusters Score -1276960 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1279852.125000 Penalty: 3045.413086
	Iteration 1F: 3 clusters Score -1279852 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1280254.875000 Penalty: 3045.413086
	Iteration 2F: 3 clusters Score -1280255 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1280702.750000 Penalty: 3045.413086
	Iteration 3F: 3 clusters Score -1280703 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1281276.125000 Penalty: 3045.413086
	Iteration 4F: 3 clusters Score -1281276 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1281890.875000 Penalty: 3045.413086
	Iteration 5F: 3 clusters Score -1281891 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1282538.500000 Penalty: 3045.413086
	Iteration 6F: 3 clusters Score -1282538 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1283031.625000 Penalty: 3045.413086
	Iteration 7F: 3 clusters Score -1283032 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1283312.375000 Penalty: 3045.413086
	Iteration 8Q: 3 clusters Score -1283312 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1283460.375000 Penalty: 3045.413086
	Iteration 9Q: 3 clusters Score -1283460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1283546.875000 Penalty: 3045.413086
	Iteration 10Q: 3 clusters Score -1283547 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1283605.375000 Penalty: 3045.413086
	Iteration 11Q: 3 clusters Score -1283605 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1283663.500000 Penalty: 3045.413086
	Iteration 12Q: 3 clusters Score -1283664 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1283699.875000 Penalty: 3045.413086
	Iteration 13Q: 3 clusters Score -1283700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1283724.125000 Penalty: 3045.413086
	Iteration 14Q: 3 clusters Score -1283724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1283740.500000 Penalty: 3045.413086
	Iteration 15Q: 3 clusters Score -1283740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1283751.375000 Penalty: 3045.413086
	Iteration 16Q: 3 clusters Score -1283751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1283766.625000 Penalty: 3045.413086
	Iteration 17Q: 3 clusters Score -1283767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1283778.250000 Penalty: 3045.413086
	Iteration 18Q: 3 clusters Score -1283778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1283793.500000 Penalty: 3045.413086
	Iteration 19Q: 3 clusters Score -1283794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1283803.000000 Penalty: 3045.413086
	Iteration 20F: 3 clusters Score -1283803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1283813.500000 Penalty: 3045.413086
	Iteration 21Q: 3 clusters Score -1283814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1283823.500000 Penalty: 3045.413086
	Iteration 22Q: 3 clusters Score -1283824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1283834.875000 Penalty: 3045.413086
	Iteration 23Q: 3 clusters Score -1283835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1283845.625000 Penalty: 3045.413086
	Iteration 24Q: 3 clusters Score -1283846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1283854.125000 Penalty: 3045.413086
	Iteration 25Q: 3 clusters Score -1283854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1283864.250000 Penalty: 3045.413086
	Iteration 26Q: 3 clusters Score -1283864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1283872.750000 Penalty: 3045.413086
	Iteration 27Q: 3 clusters Score -1283873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1283880.500000 Penalty: 3045.413086
	Iteration 28Q: 3 clusters Score -1283880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1283882.125000 Penalty: 3045.413086
	Iteration 29Q: 3 clusters Score -1283882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1283888.375000 Penalty: 3045.413086
	Iteration 30Q: 3 clusters Score -1283888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1283892.375000 Penalty: 3045.413086
	Iteration 31Q: 3 clusters Score -1283892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1283896.250000 Penalty: 3045.413086
	Iteration 32Q: 3 clusters Score -1283896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1283901.750000 Penalty: 3045.413086
	Iteration 33Q: 3 clusters Score -1283902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1283906.125000 Penalty: 3045.413086
	Iteration 34Q: 3 clusters Score -1283906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1283912.375000 Penalty: 3045.413086
	Iteration 35Q: 3 clusters Score -1283912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1283916.875000 Penalty: 3045.413086
	Iteration 36Q: 3 clusters Score -1283917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1283922.750000 Penalty: 3045.413086
	Iteration 37Q: 3 clusters Score -1283923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1283929.000000 Penalty: 3045.413086
	Iteration 38Q: 3 clusters Score -1283929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1283928.625000 Penalty: 3045.413086
	Iteration 39Q: 3 clusters Score -1283929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1283938.125000 Penalty: 3045.413086
	Iteration 40F: 3 clusters Score -1283938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1283942.750000 Penalty: 3045.413086
	Iteration 41Q: 3 clusters Score -1283943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1283945.625000 Penalty: 3045.413086
	Iteration 42Q: 3 clusters Score -1283946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1283946.625000 Penalty: 3045.413086
	Iteration 43Q: 3 clusters Score -1283947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1283946.375000 Penalty: 3045.413086
	Iteration 44Q: 3 clusters Score -1283946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1283952.125000 Penalty: 3045.413086
	Iteration 45Q: 3 clusters Score -1283952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1283951.375000 Penalty: 3045.413086
	Iteration 46Q: 3 clusters Score -1283951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1283951.000000 Penalty: 3045.413086
	Iteration 47Q: 3 clusters Score -1283951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1283950.750000 Penalty: 3045.413086
	Iteration 48Q: 3 clusters Score -1283951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1283950.625000 Penalty: 3045.413086
	Iteration 49Q: 3 clusters Score -1283951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1283950.750000 Penalty: 3045.413086
	Iteration 50Q: 3 clusters Score -1283951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1283952.125000 Penalty: 3045.413086
	Iteration 51Q: 3 clusters Score -1283952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1283952.125000 Penalty: 3045.413086
	Iteration 52Q: 3 clusters Score -1283952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1283954.125000 Penalty: 3045.413086
	Iteration 53Q: 3 clusters Score -1283954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1283954.375000 Penalty: 3045.413086
	Iteration 54Q: 3 clusters Score -1283954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1283953.750000 Penalty: 3045.413086
	Iteration 55Q: 3 clusters Score -1283954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1283956.375000 Penalty: 3045.413086
	Iteration 56Q: 3 clusters Score -1283956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1283956.250000 Penalty: 3045.413086
	Iteration 57Q: 3 clusters Score -1283956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1283955.875000 Penalty: 3045.413086
	Iteration 58Q: 3 clusters Score -1283956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1283957.125000 Penalty: 3045.413086
	Iteration 59Q: 3 clusters Score -1283957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1283959.000000 Penalty: 3045.413086
	Iteration 60F: 3 clusters Score -1283959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1283962.750000 Penalty: 3045.413086
	Iteration 61Q: 3 clusters Score -1283963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1283962.500000 Penalty: 3045.413086
	Iteration 62Q: 3 clusters Score -1283962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1283961.500000 Penalty: 3045.413086
	Iteration 63Q: 3 clusters Score -1283962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1283961.375000 Penalty: 3045.413086
	Iteration 64Q: 3 clusters Score -1283961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1283965.375000 Penalty: 3045.413086
	Iteration 65Q: 3 clusters Score -1283965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1283966.500000 Penalty: 3045.413086
	Iteration 66Q: 3 clusters Score -1283966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1283965.125000 Penalty: 3045.413086
	Iteration 67Q: 3 clusters Score -1283965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1283967.625000 Penalty: 3045.413086
	Iteration 68Q: 3 clusters Score -1283968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1283968.125000 Penalty: 3045.413086
	Iteration 69Q: 3 clusters Score -1283968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1283968.375000 Penalty: 3045.413086
	Iteration 70Q: 3 clusters Score -1283968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1283969.625000 Penalty: 3045.413086
	Iteration 71Q: 3 clusters Score -1283970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1283966.625000 Penalty: 3045.413086
	Iteration 72Q: 3 clusters Score -1283967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1283967.625000 Penalty: 3045.413086
	Iteration 73Q: 3 clusters Score -1283968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1283971.250000 Penalty: 3045.413086
	Iteration 74Q: 3 clusters Score -1283971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1283969.750000 Penalty: 3045.413086
	Iteration 75Q: 3 clusters Score -1283970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1283970.375000 Penalty: 3045.413086
	Iteration 76Q: 3 clusters Score -1283970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1283973.750000 Penalty: 3045.413086
	Iteration 77Q: 3 clusters Score -1283974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1283975.125000 Penalty: 3045.413086
	Iteration 78Q: 3 clusters Score -1283975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1283974.375000 Penalty: 3045.413086
	Iteration 79Q: 3 clusters Score -1283974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1283975.250000 Penalty: 3045.413086
	Iteration 80F: 3 clusters Score -1283975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1283980.250000 Penalty: 3045.413086
	Iteration 81Q: 3 clusters Score -1283980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1283981.250000 Penalty: 3045.413086
	Iteration 82Q: 3 clusters Score -1283981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1283981.500000 Penalty: 3045.413086
	Iteration 83Q: 3 clusters Score -1283982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1283983.000000 Penalty: 3045.413086
	Iteration 84Q: 3 clusters Score -1283983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1283987.750000 Penalty: 3045.413086
	Iteration 85Q: 3 clusters Score -1283988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1283989.625000 Penalty: 3045.413086
	Iteration 86Q: 3 clusters Score -1283990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1283987.250000 Penalty: 3045.413086
	Iteration 87Q: 3 clusters Score -1283987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1283988.250000 Penalty: 3045.413086
	Iteration 88Q: 3 clusters Score -1283988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1283986.625000 Penalty: 3045.413086
	Iteration 89Q: 3 clusters Score -1283987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1283987.000000 Penalty: 3045.413086
	Iteration 90Q: 3 clusters Score -1283987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1283986.875000 Penalty: 3045.413086
	Iteration 91Q: 3 clusters Score -1283987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1283985.500000 Penalty: 3045.413086
	Iteration 92Q: 3 clusters Score -1283986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1283985.125000 Penalty: 3045.413086
	Iteration 93Q: 3 clusters Score -1283985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1283985.750000 Penalty: 3045.413086
	Iteration 94Q: 3 clusters Score -1283986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1283987.375000 Penalty: 3045.413086
	Iteration 95Q: 3 clusters Score -1283987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1283987.000000 Penalty: 3045.413086
	Iteration 96Q: 3 clusters Score -1283987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1283987.000000 Penalty: 3045.413086
	Iteration 97F: 3 clusters Score -1283987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -181377.890625 Penalty: 1221.773682
	Iteration 0F: 2 clusters Score -181377.9 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 954 members 
Entering Unmasked Estep 
Score: -179368.328125 Penalty: 2443.547363
	Iteration 0F: 3 clusters Score -179368.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -179831.843750 Penalty: 2443.547363
	Iteration 1F: 3 clusters Score -179831.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -180005.375000 Penalty: 2443.547363
	Iteration 2F: 3 clusters Score -180005.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -180115.406250 Penalty: 2443.547363
	Iteration 3F: 3 clusters Score -180115.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -180196.890625 Penalty: 2443.547363
	Iteration 4Q: 3 clusters Score -180196.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180277.953125 Penalty: 2443.547363
	Iteration 5Q: 3 clusters Score -180278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -180346.718750 Penalty: 2443.547363
	Iteration 6Q: 3 clusters Score -180346.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -180424.843750 Penalty: 2443.547363
	Iteration 7Q: 3 clusters Score -180424.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -180543.968750 Penalty: 2443.547363
	Iteration 8Q: 3 clusters Score -180544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -180665.500000 Penalty: 2443.547363
	Iteration 9Q: 3 clusters Score -180665.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180792.187500 Penalty: 2443.547363
	Iteration 10Q: 3 clusters Score -180792.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180849.375000 Penalty: 2443.547363
	Iteration 11Q: 3 clusters Score -180849.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180891.890625 Penalty: 2443.547363
	Iteration 12Q: 3 clusters Score -180891.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -180938.078125 Penalty: 2443.547363
	Iteration 13Q: 3 clusters Score -180938.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180981.531250 Penalty: 2443.547363
	Iteration 14Q: 3 clusters Score -180981.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -181017.234375 Penalty: 2443.547363
	Iteration 15Q: 3 clusters Score -181017.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -181058.312500 Penalty: 2443.547363
	Iteration 16Q: 3 clusters Score -181058.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -181087.437500 Penalty: 2443.547363
	Iteration 17Q: 3 clusters Score -181087.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181118.187500 Penalty: 2443.547363
	Iteration 18Q: 3 clusters Score -181118.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -181154.218750 Penalty: 2443.547363
	Iteration 19Q: 3 clusters Score -181154.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -181175.171875 Penalty: 2443.547363
	Iteration 20F: 3 clusters Score -181175.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -181206.328125 Penalty: 2443.547363
	Iteration 21Q: 3 clusters Score -181206.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -181238.187500 Penalty: 2443.547363
	Iteration 22Q: 3 clusters Score -181238.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -181255.906250 Penalty: 2443.547363
	Iteration 23Q: 3 clusters Score -181255.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -181261.046875 Penalty: 2443.547363
	Iteration 24Q: 3 clusters Score -181261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -181263.093750 Penalty: 2443.547363
	Iteration 25Q: 3 clusters Score -181263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -181264.343750 Penalty: 2443.547363
	Iteration 26Q: 3 clusters Score -181264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -181266.875000 Penalty: 2443.547363
	Iteration 27Q: 3 clusters Score -181266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -181266.937500 Penalty: 2443.547363
	Iteration 28Q: 3 clusters Score -181266.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -181266.937500 Penalty: 2443.547363
	Iteration 29F: 3 clusters Score -181266.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Entering Unmasked Estep 
Score: -472586.093750 Penalty: 1372.181152
	Iteration 0F: 2 clusters Score -472586.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -468797.718750 Penalty: 2744.362305
	Iteration 0F: 3 clusters Score -468797.7 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -469820.468750 Penalty: 2744.362305
	Iteration 1F: 3 clusters Score -469820.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -469994.625000 Penalty: 2744.362305
	Iteration 2F: 3 clusters Score -469994.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -470135.375000 Penalty: 2744.362305
	Iteration 3F: 3 clusters Score -470135.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -470260.625000 Penalty: 2744.362305
	Iteration 4Q: 3 clusters Score -470260.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -470375.250000 Penalty: 2744.362305
	Iteration 5Q: 3 clusters Score -470375.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -470490.875000 Penalty: 2744.362305
	Iteration 6Q: 3 clusters Score -470490.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -470605.593750 Penalty: 2744.362305
	Iteration 7Q: 3 clusters Score -470605.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -470714.937500 Penalty: 2744.362305
	Iteration 8Q: 3 clusters Score -470714.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -470813.375000 Penalty: 2744.362305
	Iteration 9Q: 3 clusters Score -470813.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -470904.281250 Penalty: 2744.362305
	Iteration 10Q: 3 clusters Score -470904.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -471001.500000 Penalty: 2744.362305
	Iteration 11Q: 3 clusters Score -471001.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -471103.937500 Penalty: 2744.362305
	Iteration 12Q: 3 clusters Score -471103.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -471177.687500 Penalty: 2744.362305
	Iteration 13Q: 3 clusters Score -471177.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -471239.656250 Penalty: 2744.362305
	Iteration 14Q: 3 clusters Score -471239.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -471287.343750 Penalty: 2744.362305
	Iteration 15Q: 3 clusters Score -471287.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -471333.875000 Penalty: 2744.362305
	Iteration 16Q: 3 clusters Score -471333.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -471381.906250 Penalty: 2744.362305
	Iteration 17Q: 3 clusters Score -471381.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -471426.500000 Penalty: 2744.362305
	Iteration 18Q: 3 clusters Score -471426.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -471467.843750 Penalty: 2744.362305
	Iteration 19Q: 3 clusters Score -471467.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -471507.562500 Penalty: 2744.362305
	Iteration 20F: 3 clusters Score -471507.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -471542.906250 Penalty: 2744.362305
	Iteration 21Q: 3 clusters Score -471542.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -471577.500000 Penalty: 2744.362305
	Iteration 22Q: 3 clusters Score -471577.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -471604.531250 Penalty: 2744.362305
	Iteration 23Q: 3 clusters Score -471604.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -471620.875000 Penalty: 2744.362305
	Iteration 24Q: 3 clusters Score -471620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -471632.906250 Penalty: 2744.362305
	Iteration 25Q: 3 clusters Score -471632.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -471637.062500 Penalty: 2744.362305
	Iteration 26Q: 3 clusters Score -471637.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -471642.031250 Penalty: 2744.362305
	Iteration 27Q: 3 clusters Score -471642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -471644.562500 Penalty: 2744.362305
	Iteration 28Q: 3 clusters Score -471644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -471645.625000 Penalty: 2744.362305
	Iteration 29Q: 3 clusters Score -471645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -471645.937500 Penalty: 2744.362305
	Iteration 30Q: 3 clusters Score -471645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -471647.562500 Penalty: 2744.362305
	Iteration 31Q: 3 clusters Score -471647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -471647.906250 Penalty: 2744.362305
	Iteration 32Q: 3 clusters Score -471647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -471648.531250 Penalty: 2744.362305
	Iteration 33Q: 3 clusters Score -471648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -471648.312500 Penalty: 2744.362305
	Iteration 34Q: 3 clusters Score -471648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -471649.437500 Penalty: 2744.362305
	Iteration 35Q: 3 clusters Score -471649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -471649.062500 Penalty: 2744.362305
	Iteration 36Q: 3 clusters Score -471649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -471649.281250 Penalty: 2744.362305
	Iteration 37Q: 3 clusters Score -471649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -471650.031250 Penalty: 2744.362305
	Iteration 38Q: 3 clusters Score -471650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -471650.125000 Penalty: 2744.362305
	Iteration 39Q: 3 clusters Score -471650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -471650.343750 Penalty: 2744.362305
	Iteration 40F: 3 clusters Score -471650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -471650.656250 Penalty: 2744.362305
	Iteration 41Q: 3 clusters Score -471650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -471651.125000 Penalty: 2744.362305
	Iteration 42Q: 3 clusters Score -471651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -471651.125000 Penalty: 2744.362305
	Iteration 43F: 3 clusters Score -471651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Entering Unmasked Estep 
Score: -544199.500000 Penalty: 1393.788330
	Iteration 0F: 2 clusters Score -544199.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -540050.250000 Penalty: 2787.576660
	Iteration 0F: 3 clusters Score -540050.2 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -541159.437500 Penalty: 2787.576660
	Iteration 1F: 3 clusters Score -541159.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -541361.375000 Penalty: 2787.576660
	Iteration 2F: 3 clusters Score -541361.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -541523.812500 Penalty: 2787.576660
	Iteration 3F: 3 clusters Score -541523.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -541672.125000 Penalty: 2787.576660
	Iteration 4Q: 3 clusters Score -541672.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -541805.125000 Penalty: 2787.576660
	Iteration 5Q: 3 clusters Score -541805.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -541924.250000 Penalty: 2787.576660
	Iteration 6Q: 3 clusters Score -541924.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -542010.625000 Penalty: 2787.576660
	Iteration 7Q: 3 clusters Score -542010.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -542083.562500 Penalty: 2787.576660
	Iteration 8Q: 3 clusters Score -542083.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -542143.875000 Penalty: 2787.576660
	Iteration 9Q: 3 clusters Score -542143.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -542221.375000 Penalty: 2787.576660
	Iteration 10Q: 3 clusters Score -542221.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -542296.562500 Penalty: 2787.576660
	Iteration 11Q: 3 clusters Score -542296.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -542371.375000 Penalty: 2787.576660
	Iteration 12Q: 3 clusters Score -542371.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -542465.375000 Penalty: 2787.576660
	Iteration 13Q: 3 clusters Score -542465.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -542555.437500 Penalty: 2787.576660
	Iteration 14Q: 3 clusters Score -542555.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -542652.750000 Penalty: 2787.576660
	Iteration 15Q: 3 clusters Score -542652.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -542739.625000 Penalty: 2787.576660
	Iteration 16Q: 3 clusters Score -542739.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -542806.437500 Penalty: 2787.576660
	Iteration 17Q: 3 clusters Score -542806.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -542855.625000 Penalty: 2787.576660
	Iteration 18Q: 3 clusters Score -542855.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -542902.062500 Penalty: 2787.576660
	Iteration 19Q: 3 clusters Score -542902.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -542925.562500 Penalty: 2787.576660
	Iteration 20F: 3 clusters Score -542925.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -542944.562500 Penalty: 2787.576660
	Iteration 21Q: 3 clusters Score -542944.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -542955.937500 Penalty: 2787.576660
	Iteration 22Q: 3 clusters Score -542955.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -542966.062500 Penalty: 2787.576660
	Iteration 23Q: 3 clusters Score -542966.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -542976.875000 Penalty: 2787.576660
	Iteration 24Q: 3 clusters Score -542976.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -542989.500000 Penalty: 2787.576660
	Iteration 25Q: 3 clusters Score -542989.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -543009.937500 Penalty: 2787.576660
	Iteration 26Q: 3 clusters Score -543009.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -543028.437500 Penalty: 2787.576660
	Iteration 27Q: 3 clusters Score -543028.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -543039.687500 Penalty: 2787.576660
	Iteration 28Q: 3 clusters Score -543039.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -543046.687500 Penalty: 2787.576660
	Iteration 29Q: 3 clusters Score -543046.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -543054.312500 Penalty: 2787.576660
	Iteration 30Q: 3 clusters Score -543054.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -543064.625000 Penalty: 2787.576660
	Iteration 31Q: 3 clusters Score -543064.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -543074.250000 Penalty: 2787.576660
	Iteration 32Q: 3 clusters Score -543074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -543079.562500 Penalty: 2787.576660
	Iteration 33Q: 3 clusters Score -543079.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -543092.750000 Penalty: 2787.576660
	Iteration 34Q: 3 clusters Score -543092.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -543109.187500 Penalty: 2787.576660
	Iteration 35Q: 3 clusters Score -543109.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -543132.687500 Penalty: 2787.576660
	Iteration 36Q: 3 clusters Score -543132.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -543164.437500 Penalty: 2787.576660
	Iteration 37Q: 3 clusters Score -543164.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -543213.937500 Penalty: 2787.576660
	Iteration 38Q: 3 clusters Score -543213.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -543266.125000 Penalty: 2787.576660
	Iteration 39Q: 3 clusters Score -543266.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -543304.687500 Penalty: 2787.576660
	Iteration 40F: 3 clusters Score -543304.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -543328.937500 Penalty: 2787.576660
	Iteration 41Q: 3 clusters Score -543328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -543339.062500 Penalty: 2787.576660
	Iteration 42Q: 3 clusters Score -543339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -543346.375000 Penalty: 2787.576660
	Iteration 43Q: 3 clusters Score -543346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -543354.062500 Penalty: 2787.576660
	Iteration 44Q: 3 clusters Score -543354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -543355.437500 Penalty: 2787.576660
	Iteration 45Q: 3 clusters Score -543355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -543356.562500 Penalty: 2787.576660
	Iteration 46Q: 3 clusters Score -543356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -543356.562500 Penalty: 2787.576660
	Iteration 47F: 3 clusters Score -543356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (59762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Entering Unmasked Estep 
Score: -6174222.500000 Penalty: 1787.195312
	Iteration 0F: 2 clusters Score -6174222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -6134124.500000 Penalty: 3574.390625
	Iteration 0F: 3 clusters Score -6134124 nChanged 28218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -6150834.500000 Penalty: 3574.390625
	Iteration 1F: 3 clusters Score -6150834 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -6152024.000000 Penalty: 3574.390625
	Iteration 2Q: 3 clusters Score -6152024 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -6153543.500000 Penalty: 3574.390625
	Iteration 3F: 3 clusters Score -6153544 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -6155571.500000 Penalty: 3574.390625
	Iteration 4F: 3 clusters Score -6155572 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -6158013.000000 Penalty: 3574.390625
	Iteration 5F: 3 clusters Score -6158013 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -6160783.500000 Penalty: 3574.390625
	Iteration 6F: 3 clusters Score -6160784 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -6163529.500000 Penalty: 3574.390625
	Iteration 7F: 3 clusters Score -6163530 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -6165729.500000 Penalty: 3574.390625
	Iteration 8F: 3 clusters Score -6165730 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -6167223.000000 Penalty: 3574.390625
	Iteration 9Q: 3 clusters Score -6167223 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -6168239.000000 Penalty: 3574.390625
	Iteration 10Q: 3 clusters Score -6168239 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -6168913.000000 Penalty: 3574.390625
	Iteration 11Q: 3 clusters Score -6168913 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -6169425.500000 Penalty: 3574.390625
	Iteration 12Q: 3 clusters Score -6169426 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6169856.000000 Penalty: 3574.390625
	Iteration 13Q: 3 clusters Score -6169856 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -6170399.500000 Penalty: 3574.390625
	Iteration 14Q: 3 clusters Score -6170400 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6170989.500000 Penalty: 3574.390625
	Iteration 15Q: 3 clusters Score -6170990 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -6171525.500000 Penalty: 3574.390625
	Iteration 16Q: 3 clusters Score -6171526 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -6172057.500000 Penalty: 3574.390625
	Iteration 17Q: 3 clusters Score -6172058 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -6172442.500000 Penalty: 3574.390625
	Iteration 18Q: 3 clusters Score -6172442 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6172762.000000 Penalty: 3574.390625
	Iteration 19Q: 3 clusters Score -6172762 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -6172983.500000 Penalty: 3574.390625
	Iteration 20F: 3 clusters Score -6172984 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -6173178.500000 Penalty: 3574.390625
	Iteration 21Q: 3 clusters Score -6173178 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6173336.500000 Penalty: 3574.390625
	Iteration 22Q: 3 clusters Score -6173336 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -6173443.000000 Penalty: 3574.390625
	Iteration 23Q: 3 clusters Score -6173443 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -6173540.500000 Penalty: 3574.390625
	Iteration 24Q: 3 clusters Score -6173540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -6173592.000000 Penalty: 3574.390625
	Iteration 25Q: 3 clusters Score -6173592 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -6173660.000000 Penalty: 3574.390625
	Iteration 26Q: 3 clusters Score -6173660 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -6173735.000000 Penalty: 3574.390625
	Iteration 27Q: 3 clusters Score -6173735 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6173780.500000 Penalty: 3574.390625
	Iteration 28Q: 3 clusters Score -6173780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -6173825.000000 Penalty: 3574.390625
	Iteration 29Q: 3 clusters Score -6173825 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -6173850.000000 Penalty: 3574.390625
	Iteration 30Q: 3 clusters Score -6173850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -6173871.000000 Penalty: 3574.390625
	Iteration 31Q: 3 clusters Score -6173871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -6173895.500000 Penalty: 3574.390625
	Iteration 32Q: 3 clusters Score -6173896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -6173916.000000 Penalty: 3574.390625
	Iteration 33Q: 3 clusters Score -6173916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -6173938.500000 Penalty: 3574.390625
	Iteration 34Q: 3 clusters Score -6173938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -6173928.500000 Penalty: 3574.390625
	Iteration 35Q: 3 clusters Score -6173928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -6173926.000000 Penalty: 3574.390625
	Iteration 36Q: 3 clusters Score -6173926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -6173932.500000 Penalty: 3574.390625
	Iteration 37Q: 3 clusters Score -6173932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -6173944.000000 Penalty: 3574.390625
	Iteration 38Q: 3 clusters Score -6173944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -6173945.000000 Penalty: 3574.390625
	Iteration 39Q: 3 clusters Score -6173945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -6173949.000000 Penalty: 3574.390625
	Iteration 40F: 3 clusters Score -6173949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -6173947.500000 Penalty: 3574.390625
	Iteration 41Q: 3 clusters Score -6173948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -6173940.500000 Penalty: 3574.390625
	Iteration 42Q: 3 clusters Score -6173940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -6173932.000000 Penalty: 3574.390625
	Iteration 43Q: 3 clusters Score -6173932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -6173938.500000 Penalty: 3574.390625
	Iteration 44Q: 3 clusters Score -6173938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -6173939.500000 Penalty: 3574.390625
	Iteration 45Q: 3 clusters Score -6173940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -6173940.500000 Penalty: 3574.390625
	Iteration 46Q: 3 clusters Score -6173940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -6173945.000000 Penalty: 3574.390625
	Iteration 47Q: 3 clusters Score -6173945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -6173950.000000 Penalty: 3574.390625
	Iteration 48Q: 3 clusters Score -6173950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -6173951.000000 Penalty: 3574.390625
	Iteration 49Q: 3 clusters Score -6173951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -6173946.500000 Penalty: 3574.390625
	Iteration 50Q: 3 clusters Score -6173946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -6173946.500000 Penalty: 3574.390625
	Iteration 51F: 3 clusters Score -6173946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (179620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179620 members 
Entering Unmasked Estep 
Score: -19440080.000000 Penalty: 1966.022217
	Iteration 0F: 2 clusters Score -1.944008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -19341090.000000 Penalty: 3932.044434
	Iteration 0F: 3 clusters Score -1.934109e+07 nChanged 87094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -19394726.000000 Penalty: 3932.044434
	Iteration 1F: 3 clusters Score -1.939473e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -19397880.000000 Penalty: 3932.044434
	Iteration 2F: 3 clusters Score -1.939788e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -19401810.000000 Penalty: 3932.044434
	Iteration 3F: 3 clusters Score -1.940181e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119593 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -19406592.000000 Penalty: 3932.044434
	Iteration 4F: 3 clusters Score -1.940659e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129222 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -19411642.000000 Penalty: 3932.044434
	Iteration 5F: 3 clusters Score -1.941164e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -19417002.000000 Penalty: 3932.044434
	Iteration 6F: 3 clusters Score -1.9417e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -19422568.000000 Penalty: 3932.044434
	Iteration 7F: 3 clusters Score -1.942257e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -19428296.000000 Penalty: 3932.044434
	Iteration 8F: 3 clusters Score -1.94283e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -19434464.000000 Penalty: 3932.044434
	Iteration 9Q: 3 clusters Score -1.943446e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -19437476.000000 Penalty: 3932.044434
	Iteration 10Q: 3 clusters Score -1.943748e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176409 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -19438592.000000 Penalty: 3932.044434
	Iteration 11Q: 3 clusters Score -1.943859e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19438592.000000 Penalty: 3932.044434
	Iteration 12Q: 3 clusters Score -1.943859e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179029 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -19438536.000000 Penalty: 3932.044434
	Iteration 13Q: 3 clusters Score -1.943854e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19438542.000000 Penalty: 3932.044434
	Iteration 14Q: 3 clusters Score -1.943854e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19438522.000000 Penalty: 3932.044434
	Iteration 15Q: 3 clusters Score -1.943852e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179359 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19438534.000000 Penalty: 3932.044434
	Iteration 16Q: 3 clusters Score -1.943853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179373 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19438552.000000 Penalty: 3932.044434
	Iteration 17Q: 3 clusters Score -1.943855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19438556.000000 Penalty: 3932.044434
	Iteration 18Q: 3 clusters Score -1.943856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179387 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19438558.000000 Penalty: 3932.044434
	Iteration 19Q: 3 clusters Score -1.943856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179391 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19438560.000000 Penalty: 3932.044434
	Iteration 20F: 3 clusters Score -1.943856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179393 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19438568.000000 Penalty: 3932.044434
	Iteration 21Q: 3 clusters Score -1.943857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179396 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19438562.000000 Penalty: 3932.044434
	Iteration 22Q: 3 clusters Score -1.943856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179396 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19438556.000000 Penalty: 3932.044434
	Iteration 23Q: 3 clusters Score -1.943856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179398 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19438564.000000 Penalty: 3932.044434
	Iteration 24Q: 3 clusters Score -1.943856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179398 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19438564.000000 Penalty: 3932.044434
	Iteration 25F: 3 clusters Score -1.943856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (103057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Entering Unmasked Estep 
Score: -11057909.000000 Penalty: 1875.743530
	Iteration 0F: 2 clusters Score -1.105791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -10989440.000000 Penalty: 3751.487061
	Iteration 0F: 3 clusters Score -1.098944e+07 nChanged 49233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -11018718.000000 Penalty: 3751.487061
	Iteration 1F: 3 clusters Score -1.101872e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -11020016.000000 Penalty: 3751.487061
	Iteration 2Q: 3 clusters Score -1.102002e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -11021922.000000 Penalty: 3751.487061
	Iteration 3Q: 3 clusters Score -1.102192e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -11024355.000000 Penalty: 3751.487061
	Iteration 4Q: 3 clusters Score -1.102436e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -11027291.000000 Penalty: 3751.487061
	Iteration 5F: 3 clusters Score -1.102729e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -11030203.000000 Penalty: 3751.487061
	Iteration 6F: 3 clusters Score -1.10302e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -11032568.000000 Penalty: 3751.487061
	Iteration 7Q: 3 clusters Score -1.103257e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -11034383.000000 Penalty: 3751.487061
	Iteration 8Q: 3 clusters Score -1.103438e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -11036032.000000 Penalty: 3751.487061
	Iteration 9Q: 3 clusters Score -1.103603e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -11037613.000000 Penalty: 3751.487061
	Iteration 10Q: 3 clusters Score -1.103761e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -11039284.000000 Penalty: 3751.487061
	Iteration 11Q: 3 clusters Score -1.103928e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -11041323.000000 Penalty: 3751.487061
	Iteration 12Q: 3 clusters Score -1.104132e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -11043801.000000 Penalty: 3751.487061
	Iteration 13Q: 3 clusters Score -1.10438e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -11046411.000000 Penalty: 3751.487061
	Iteration 14Q: 3 clusters Score -1.104641e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -11048994.000000 Penalty: 3751.487061
	Iteration 15Q: 3 clusters Score -1.104899e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -11051296.000000 Penalty: 3751.487061
	Iteration 16Q: 3 clusters Score -1.10513e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -11053081.000000 Penalty: 3751.487061
	Iteration 17Q: 3 clusters Score -1.105308e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -11054317.000000 Penalty: 3751.487061
	Iteration 18Q: 3 clusters Score -1.105432e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -11055132.000000 Penalty: 3751.487061
	Iteration 19Q: 3 clusters Score -1.105513e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101385 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11055605.000000 Penalty: 3751.487061
	Iteration 20F: 3 clusters Score -1.10556e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11055851.000000 Penalty: 3751.487061
	Iteration 21Q: 3 clusters Score -1.105585e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11055999.000000 Penalty: 3751.487061
	Iteration 22Q: 3 clusters Score -1.1056e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11056092.000000 Penalty: 3751.487061
	Iteration 23Q: 3 clusters Score -1.105609e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11056170.000000 Penalty: 3751.487061
	Iteration 24Q: 3 clusters Score -1.105617e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11056219.000000 Penalty: 3751.487061
	Iteration 25Q: 3 clusters Score -1.105622e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11056271.000000 Penalty: 3751.487061
	Iteration 26Q: 3 clusters Score -1.105627e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11056318.000000 Penalty: 3751.487061
	Iteration 27Q: 3 clusters Score -1.105632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11056319.000000 Penalty: 3751.487061
	Iteration 28Q: 3 clusters Score -1.105632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11056331.000000 Penalty: 3751.487061
	Iteration 29Q: 3 clusters Score -1.105633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11056355.000000 Penalty: 3751.487061
	Iteration 30Q: 3 clusters Score -1.105636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11056373.000000 Penalty: 3751.487061
	Iteration 31Q: 3 clusters Score -1.105637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11056368.000000 Penalty: 3751.487061
	Iteration 32Q: 3 clusters Score -1.105637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11056365.000000 Penalty: 3751.487061
	Iteration 33Q: 3 clusters Score -1.105636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102634 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11056365.000000 Penalty: 3751.487061
	Iteration 34Q: 3 clusters Score -1.105636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11056373.000000 Penalty: 3751.487061
	Iteration 35Q: 3 clusters Score -1.105637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11056373.000000 Penalty: 3751.487061
	Iteration 36Q: 3 clusters Score -1.105637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11056372.000000 Penalty: 3751.487061
	Iteration 37Q: 3 clusters Score -1.105637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11056370.000000 Penalty: 3751.487061
	Iteration 38Q: 3 clusters Score -1.105637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11056377.000000 Penalty: 3751.487061
	Iteration 39Q: 3 clusters Score -1.105638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11056384.000000 Penalty: 3751.487061
	Iteration 40F: 3 clusters Score -1.105638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (173088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Entering Unmasked Estep 
Score: -18309990.000000 Penalty: 1960.002808
	Iteration 0F: 2 clusters Score -1.830999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -18193676.000000 Penalty: 3920.005615
	Iteration 0F: 3 clusters Score -1.819368e+07 nChanged 83640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -18243170.000000 Penalty: 3920.005615
	Iteration 1F: 3 clusters Score -1.824317e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -18244158.000000 Penalty: 3920.005615
	Iteration 2Q: 3 clusters Score -1.824416e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -18245266.000000 Penalty: 3920.005615
	Iteration 3Q: 3 clusters Score -1.824527e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -18246448.000000 Penalty: 3920.005615
	Iteration 4Q: 3 clusters Score -1.824645e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -18248492.000000 Penalty: 3920.005615
	Iteration 5Q: 3 clusters Score -1.824849e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -18251350.000000 Penalty: 3920.005615
	Iteration 6Q: 3 clusters Score -1.825135e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -18255428.000000 Penalty: 3920.005615
	Iteration 7Q: 3 clusters Score -1.825543e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -18261782.000000 Penalty: 3920.005615
	Iteration 8F: 3 clusters Score -1.826178e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -18269658.000000 Penalty: 3920.005615
	Iteration 9F: 3 clusters Score -1.826966e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110947 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -18276470.000000 Penalty: 3920.005615
	Iteration 10F: 3 clusters Score -1.827647e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114163 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -18280400.000000 Penalty: 3920.005615
	Iteration 11Q: 3 clusters Score -1.82804e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116795 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -18282106.000000 Penalty: 3920.005615
	Iteration 12Q: 3 clusters Score -1.828211e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -18283160.000000 Penalty: 3920.005615
	Iteration 13Q: 3 clusters Score -1.828316e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122181 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -18284088.000000 Penalty: 3920.005615
	Iteration 14Q: 3 clusters Score -1.828409e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -18284960.000000 Penalty: 3920.005615
	Iteration 15Q: 3 clusters Score -1.828496e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -18285800.000000 Penalty: 3920.005615
	Iteration 16Q: 3 clusters Score -1.82858e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -18286880.000000 Penalty: 3920.005615
	Iteration 17Q: 3 clusters Score -1.828688e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133663 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -18287934.000000 Penalty: 3920.005615
	Iteration 18Q: 3 clusters Score -1.828793e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -18289212.000000 Penalty: 3920.005615
	Iteration 19Q: 3 clusters Score -1.828921e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -18290438.000000 Penalty: 3920.005615
	Iteration 20F: 3 clusters Score -1.829044e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142932 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -18291820.000000 Penalty: 3920.005615
	Iteration 21Q: 3 clusters Score -1.829182e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146024 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -18293250.000000 Penalty: 3920.005615
	Iteration 22Q: 3 clusters Score -1.829325e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -18294722.000000 Penalty: 3920.005615
	Iteration 23Q: 3 clusters Score -1.829472e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151970 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -18296322.000000 Penalty: 3920.005615
	Iteration 24Q: 3 clusters Score -1.829632e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -18297912.000000 Penalty: 3920.005615
	Iteration 25Q: 3 clusters Score -1.829791e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -18299476.000000 Penalty: 3920.005615
	Iteration 26Q: 3 clusters Score -1.829948e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -18300894.000000 Penalty: 3920.005615
	Iteration 27Q: 3 clusters Score -1.830089e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162474 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -18302418.000000 Penalty: 3920.005615
	Iteration 28Q: 3 clusters Score -1.830242e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -18303744.000000 Penalty: 3920.005615
	Iteration 29Q: 3 clusters Score -1.830374e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166487 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -18304826.000000 Penalty: 3920.005615
	Iteration 30Q: 3 clusters Score -1.830483e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -18305768.000000 Penalty: 3920.005615
	Iteration 31Q: 3 clusters Score -1.830577e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -18306572.000000 Penalty: 3920.005615
	Iteration 32Q: 3 clusters Score -1.830657e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170346 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -18307178.000000 Penalty: 3920.005615
	Iteration 33Q: 3 clusters Score -1.830718e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18307562.000000 Penalty: 3920.005615
	Iteration 34Q: 3 clusters Score -1.830756e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171523 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -18307822.000000 Penalty: 3920.005615
	Iteration 35Q: 3 clusters Score -1.830782e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171828 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -18308014.000000 Penalty: 3920.005615
	Iteration 36Q: 3 clusters Score -1.830801e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172016 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -18308076.000000 Penalty: 3920.005615
	Iteration 37Q: 3 clusters Score -1.830808e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18308160.000000 Penalty: 3920.005615
	Iteration 38Q: 3 clusters Score -1.830816e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -18308256.000000 Penalty: 3920.005615
	Iteration 39Q: 3 clusters Score -1.830826e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -18308290.000000 Penalty: 3920.005615
	Iteration 40F: 3 clusters Score -1.830829e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18308326.000000 Penalty: 3920.005615
	Iteration 41Q: 3 clusters Score -1.830833e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -18308320.000000 Penalty: 3920.005615
	Iteration 42Q: 3 clusters Score -1.830832e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172401 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18308332.000000 Penalty: 3920.005615
	Iteration 43Q: 3 clusters Score -1.830833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18308354.000000 Penalty: 3920.005615
	Iteration 44Q: 3 clusters Score -1.830835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172450 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18308356.000000 Penalty: 3920.005615
	Iteration 45Q: 3 clusters Score -1.830836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18308368.000000 Penalty: 3920.005615
	Iteration 46Q: 3 clusters Score -1.830837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172473 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18308388.000000 Penalty: 3920.005615
	Iteration 47Q: 3 clusters Score -1.830839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18308402.000000 Penalty: 3920.005615
	Iteration 48Q: 3 clusters Score -1.83084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18308414.000000 Penalty: 3920.005615
	Iteration 49Q: 3 clusters Score -1.830841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -18308414.000000 Penalty: 3920.005615
	Iteration 50Q: 3 clusters Score -1.830841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -18308402.000000 Penalty: 3920.005615
	Iteration 51Q: 3 clusters Score -1.83084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172520 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -18308406.000000 Penalty: 3920.005615
	Iteration 52Q: 3 clusters Score -1.830841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18308396.000000 Penalty: 3920.005615
	Iteration 53Q: 3 clusters Score -1.83084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -18308402.000000 Penalty: 3920.005615
	Iteration 54Q: 3 clusters Score -1.83084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -18308402.000000 Penalty: 3920.005615
	Iteration 55F: 3 clusters Score -1.83084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -12364.727539 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -12364.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11664.171875 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -11664.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11824.539062 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -11824.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11948.500977 Penalty: 1731.559692
	Iteration 2F: 3 clusters Score -11948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12001.849609 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -12001.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12063.906250 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -12063.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12069.538086 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -12069.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12073.089844 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -12073.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12076.941406 Penalty: 1731.559692
	Iteration 7Q: 3 clusters Score -12076.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12076.941406 Penalty: 1731.559692
	Iteration 8F: 3 clusters Score -12076.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -11324.859375 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -11324.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10695.692383 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -10695.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10860.214844 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -10860.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10897.603516 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -10897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10935.250000 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -10935.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10943.341797 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -10943.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10946.838867 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -10946.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10946.838867 Penalty: 1696.615723
	Iteration 6F: 3 clusters Score -10946.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -848517.562500 Penalty: 1461.149048
	Iteration 0F: 2 clusters Score -848517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -842692.062500 Penalty: 2922.298096
	Iteration 0F: 3 clusters Score -842692.1 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -844487.750000 Penalty: 2922.298096
	Iteration 1F: 3 clusters Score -844487.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -844685.187500 Penalty: 2922.298096
	Iteration 2F: 3 clusters Score -844685.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -844865.187500 Penalty: 2922.298096
	Iteration 3Q: 3 clusters Score -844865.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -845045.562500 Penalty: 2922.298096
	Iteration 4Q: 3 clusters Score -845045.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -845222.500000 Penalty: 2922.298096
	Iteration 5Q: 3 clusters Score -845222.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -845373.312500 Penalty: 2922.298096
	Iteration 6Q: 3 clusters Score -845373.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -845530.875000 Penalty: 2922.298096
	Iteration 7Q: 3 clusters Score -845530.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -845687.812500 Penalty: 2922.298096
	Iteration 8Q: 3 clusters Score -845687.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -845858.250000 Penalty: 2922.298096
	Iteration 9Q: 3 clusters Score -845858.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -846012.500000 Penalty: 2922.298096
	Iteration 10Q: 3 clusters Score -846012.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -846151.250000 Penalty: 2922.298096
	Iteration 11Q: 3 clusters Score -846151.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -846290.500000 Penalty: 2922.298096
	Iteration 12Q: 3 clusters Score -846290.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -846428.312500 Penalty: 2922.298096
	Iteration 13Q: 3 clusters Score -846428.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -846567.937500 Penalty: 2922.298096
	Iteration 14Q: 3 clusters Score -846567.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -846683.000000 Penalty: 2922.298096
	Iteration 15Q: 3 clusters Score -846683 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -846752.562500 Penalty: 2922.298096
	Iteration 16Q: 3 clusters Score -846752.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -846800.500000 Penalty: 2922.298096
	Iteration 17Q: 3 clusters Score -846800.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -846842.375000 Penalty: 2922.298096
	Iteration 18Q: 3 clusters Score -846842.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -846867.062500 Penalty: 2922.298096
	Iteration 19Q: 3 clusters Score -846867.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -846890.812500 Penalty: 2922.298096
	Iteration 20F: 3 clusters Score -846890.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -846907.687500 Penalty: 2922.298096
	Iteration 21Q: 3 clusters Score -846907.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -846921.625000 Penalty: 2922.298096
	Iteration 22Q: 3 clusters Score -846921.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -846935.500000 Penalty: 2922.298096
	Iteration 23Q: 3 clusters Score -846935.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -846944.375000 Penalty: 2922.298096
	Iteration 24Q: 3 clusters Score -846944.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -846952.562500 Penalty: 2922.298096
	Iteration 25Q: 3 clusters Score -846952.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -846959.125000 Penalty: 2922.298096
	Iteration 26Q: 3 clusters Score -846959.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -846965.125000 Penalty: 2922.298096
	Iteration 27Q: 3 clusters Score -846965.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -846974.437500 Penalty: 2922.298096
	Iteration 28Q: 3 clusters Score -846974.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -846984.437500 Penalty: 2922.298096
	Iteration 29Q: 3 clusters Score -846984.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -846997.500000 Penalty: 2922.298096
	Iteration 30Q: 3 clusters Score -846997.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -847008.187500 Penalty: 2922.298096
	Iteration 31Q: 3 clusters Score -847008.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -847015.250000 Penalty: 2922.298096
	Iteration 32Q: 3 clusters Score -847015.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -847023.437500 Penalty: 2922.298096
	Iteration 33Q: 3 clusters Score -847023.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -847030.500000 Penalty: 2922.298096
	Iteration 34Q: 3 clusters Score -847030.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -847034.875000 Penalty: 2922.298096
	Iteration 35Q: 3 clusters Score -847034.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -847038.812500 Penalty: 2922.298096
	Iteration 36Q: 3 clusters Score -847038.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -847043.500000 Penalty: 2922.298096
	Iteration 37Q: 3 clusters Score -847043.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -847049.000000 Penalty: 2922.298096
	Iteration 38Q: 3 clusters Score -847049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -847054.187500 Penalty: 2922.298096
	Iteration 39Q: 3 clusters Score -847054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -847058.500000 Penalty: 2922.298096
	Iteration 40F: 3 clusters Score -847058.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -847058.062500 Penalty: 2922.298096
	Iteration 41Q: 3 clusters Score -847058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -847059.125000 Penalty: 2922.298096
	Iteration 42Q: 3 clusters Score -847059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -847061.750000 Penalty: 2922.298096
	Iteration 43Q: 3 clusters Score -847061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -847062.562500 Penalty: 2922.298096
	Iteration 44Q: 3 clusters Score -847062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -847062.500000 Penalty: 2922.298096
	Iteration 45Q: 3 clusters Score -847062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -847062.500000 Penalty: 2922.298096
	Iteration 46F: 3 clusters Score -847062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 11585 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 19 contains 26687 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 110161 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 267 members 
Mstep: Class 26 contains 7141 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14247 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 11737 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4648 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59762 members 
Mstep: Class 36 contains 179620 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 173088 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101040632.000000 Penalty: 94107.984375
Iteration 119Q: 43 clusters Score -1.010406e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 11553 members 
Mstep: Class 7 contains 10065 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 11092 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 14912 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 24184 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22137 members 
Mstep: Class 19 contains 26224 members 
Mstep: Class 20 contains 4087 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 110082 members 
Mstep: Class 24 contains 5843 members 
Mstep: Class 25 contains 308 members 
Mstep: Class 26 contains 7134 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14257 members 
Mstep: Class 30 contains 4123 members 
Mstep: Class 31 contains 11772 members 
Mstep: Class 32 contains 1851 members 
Mstep: Class 33 contains 4641 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 59736 members 
Mstep: Class 36 contains 179616 members 
Mstep: Class 37 contains 103057 members 
Mstep: Class 38 contains 173967 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 8036 members 
Mstep: Class 42 contains 122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101041616.000000 Penalty: 94107.984375
Iteration 120F: 43 clusters Score -1.010416e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 89143 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 11496 members 
Mstep: Class 7 contains 10068 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 11101 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 14911 members 
Mstep: Class 13 contains 4339 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 24171 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22136 members 
Mstep: Class 19 contains 26040 members 
Mstep: Class 20 contains 4082 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 110013 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 7145 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14253 members 
Mstep: Class 30 contains 4123 members 
Mstep: Class 31 contains 11777 members 
Mstep: Class 32 contains 1848 members 
Mstep: Class 33 contains 4628 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59607 members 
Mstep: Class 36 contains 179608 members 
Mstep: Class 37 contains 103052 members 
Mstep: Class 38 contains 174406 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 8038 members 
Mstep: Class 42 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101041568.000000 Penalty: 94107.984375
Iteration 121Q: 43 clusters Score -1.010416e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 89147 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 11446 members 
Mstep: Class 7 contains 10083 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 11106 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 14904 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24159 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22093 members 
Mstep: Class 19 contains 25972 members 
Mstep: Class 20 contains 4078 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 109986 members 
Mstep: Class 24 contains 5854 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7151 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14249 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1845 members 
Mstep: Class 33 contains 4621 members 
Mstep: Class 34 contains 5307 members 
Mstep: Class 35 contains 59509 members 
Mstep: Class 36 contains 179609 members 
Mstep: Class 37 contains 103053 members 
Mstep: Class 38 contains 174666 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8039 members 
Mstep: Class 42 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101041736.000000 Penalty: 94107.984375
Iteration 122Q: 43 clusters Score -1.010417e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 89154 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 11409 members 
Mstep: Class 7 contains 10095 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 11109 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 14900 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24143 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22087 members 
Mstep: Class 19 contains 25934 members 
Mstep: Class 20 contains 4074 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 109981 members 
Mstep: Class 24 contains 5852 members 
Mstep: Class 25 contains 330 members 
Mstep: Class 26 contains 7152 members 
Mstep: Class 27 contains 1666 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14243 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11781 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 4615 members 
Mstep: Class 34 contains 5308 members 
Mstep: Class 35 contains 59423 members 
Mstep: Class 36 contains 179609 members 
Mstep: Class 37 contains 103046 members 
Mstep: Class 38 contains 174840 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8043 members 
Mstep: Class 42 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101041960.000000 Penalty: 94107.984375
Iteration 123Q: 43 clusters Score -1.01042e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 89155 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 11388 members 
Mstep: Class 7 contains 10111 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 14918 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24137 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22068 members 
Mstep: Class 19 contains 25918 members 
Mstep: Class 20 contains 4070 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109986 members 
Mstep: Class 24 contains 5850 members 
Mstep: Class 25 contains 330 members 
Mstep: Class 26 contains 7158 members 
Mstep: Class 27 contains 1664 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 11786 members 
Mstep: Class 32 contains 1840 members 
Mstep: Class 33 contains 4612 members 
Mstep: Class 34 contains 5312 members 
Mstep: Class 35 contains 59355 members 
Mstep: Class 36 contains 179591 members 
Mstep: Class 37 contains 103044 members 
Mstep: Class 38 contains 174939 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8047 members 
Mstep: Class 42 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101041992.000000 Penalty: 94107.984375
Iteration 124Q: 43 clusters Score -1.01042e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 10428 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 11383 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 11117 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 14933 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22058 members 
Mstep: Class 19 contains 25910 members 
Mstep: Class 20 contains 4064 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109973 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 7156 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14233 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 11789 members 
Mstep: Class 32 contains 1837 members 
Mstep: Class 33 contains 4609 members 
Mstep: Class 34 contains 5312 members 
Mstep: Class 35 contains 59316 members 
Mstep: Class 36 contains 179582 members 
Mstep: Class 37 contains 103041 members 
Mstep: Class 38 contains 174992 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8052 members 
Mstep: Class 42 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042088.000000 Penalty: 94107.984375
Iteration 125Q: 43 clusters Score -1.010421e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 10424 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89161 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 11378 members 
Mstep: Class 7 contains 10130 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 11127 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 14944 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24133 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22049 members 
Mstep: Class 19 contains 25903 members 
Mstep: Class 20 contains 4061 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109976 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 328 members 
Mstep: Class 26 contains 7159 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14233 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11784 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 4607 members 
Mstep: Class 34 contains 5311 members 
Mstep: Class 35 contains 59281 members 
Mstep: Class 36 contains 179570 members 
Mstep: Class 37 contains 103040 members 
Mstep: Class 38 contains 175043 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8053 members 
Mstep: Class 42 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042072.000000 Penalty: 94107.984375
Iteration 126Q: 43 clusters Score -1.010421e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 10422 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89161 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 11377 members 
Mstep: Class 7 contains 10141 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 11134 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 24136 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22034 members 
Mstep: Class 19 contains 25900 members 
Mstep: Class 20 contains 4060 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109981 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7159 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14232 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11782 members 
Mstep: Class 32 contains 1823 members 
Mstep: Class 33 contains 4601 members 
Mstep: Class 34 contains 5311 members 
Mstep: Class 35 contains 59258 members 
Mstep: Class 36 contains 179563 members 
Mstep: Class 37 contains 103039 members 
Mstep: Class 38 contains 175065 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8060 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042152.000000 Penalty: 94107.984375
Iteration 127Q: 43 clusters Score -1.010422e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 10421 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89161 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 11375 members 
Mstep: Class 7 contains 10143 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 11139 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 24137 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22023 members 
Mstep: Class 19 contains 25905 members 
Mstep: Class 20 contains 4058 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109984 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7164 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14233 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11781 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 4594 members 
Mstep: Class 34 contains 5311 members 
Mstep: Class 35 contains 59243 members 
Mstep: Class 36 contains 179553 members 
Mstep: Class 37 contains 103039 members 
Mstep: Class 38 contains 175085 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8066 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042192.000000 Penalty: 94107.984375
Iteration 128Q: 43 clusters Score -1.010422e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 10420 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89161 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 11377 members 
Mstep: Class 7 contains 10144 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 4438 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22014 members 
Mstep: Class 19 contains 25914 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109981 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7165 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11781 members 
Mstep: Class 32 contains 1814 members 
Mstep: Class 33 contains 4590 members 
Mstep: Class 34 contains 5311 members 
Mstep: Class 35 contains 59235 members 
Mstep: Class 36 contains 179539 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175107 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8071 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042088.000000 Penalty: 94107.984375
Iteration 129Q: 43 clusters Score -1.010421e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 10418 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89161 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 11374 members 
Mstep: Class 7 contains 10144 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 4442 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 24138 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 25918 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109991 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7167 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 11781 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 5311 members 
Mstep: Class 35 contains 59227 members 
Mstep: Class 36 contains 179529 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175120 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8075 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042056.000000 Penalty: 94107.984375
Iteration 130Q: 43 clusters Score -1.010421e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89162 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 11373 members 
Mstep: Class 7 contains 10144 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21997 members 
Mstep: Class 19 contains 25926 members 
Mstep: Class 20 contains 4046 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109991 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7169 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11781 members 
Mstep: Class 32 contains 1808 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 5311 members 
Mstep: Class 35 contains 59220 members 
Mstep: Class 36 contains 179528 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175127 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8077 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042136.000000 Penalty: 94107.984375
Iteration 131Q: 43 clusters Score -1.010421e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89162 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 11370 members 
Mstep: Class 7 contains 10145 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11134 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21991 members 
Mstep: Class 19 contains 25932 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109994 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7171 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 5312 members 
Mstep: Class 35 contains 59210 members 
Mstep: Class 36 contains 179522 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175129 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8083 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042024.000000 Penalty: 94107.984375
Iteration 132Q: 43 clusters Score -1.01042e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 10147 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 4467 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21981 members 
Mstep: Class 19 contains 25941 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109996 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7172 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14235 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59202 members 
Mstep: Class 36 contains 179521 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175123 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8087 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042168.000000 Penalty: 94107.984375
Iteration 133Q: 43 clusters Score -1.010422e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 10148 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 724 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21974 members 
Mstep: Class 19 contains 25952 members 
Mstep: Class 20 contains 4042 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109997 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7175 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59196 members 
Mstep: Class 36 contains 179519 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175124 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042112.000000 Penalty: 94107.984375
Iteration 134Q: 43 clusters Score -1.010421e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 6 contains 11370 members 
Mstep: Class 7 contains 10148 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 4482 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24130 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 25960 members 
Mstep: Class 20 contains 4040 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7176 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1790 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59192 members 
Mstep: Class 36 contains 179517 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175131 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042032.000000 Penalty: 94107.984375
Iteration 135Q: 43 clusters Score -1.01042e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 10416 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10149 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 4496 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21953 members 
Mstep: Class 19 contains 25971 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7178 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1787 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59191 members 
Mstep: Class 36 contains 179518 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175123 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042088.000000 Penalty: 94107.984375
Iteration 136Q: 43 clusters Score -1.010421e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 10416 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5945 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 10149 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 4500 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24130 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21944 members 
Mstep: Class 19 contains 25978 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7179 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1787 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59187 members 
Mstep: Class 36 contains 179519 members 
Mstep: Class 37 contains 103039 members 
Mstep: Class 38 contains 175126 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042080.000000 Penalty: 94107.984375
Iteration 137Q: 43 clusters Score -1.010421e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 10415 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11368 members 
Mstep: Class 7 contains 10149 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 4504 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24130 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21933 members 
Mstep: Class 19 contains 25984 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1787 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59187 members 
Mstep: Class 36 contains 179519 members 
Mstep: Class 37 contains 103039 members 
Mstep: Class 38 contains 175129 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042056.000000 Penalty: 94107.984375
Iteration 138Q: 43 clusters Score -1.010421e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11369 members 
Mstep: Class 7 contains 10150 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 4511 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24130 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21919 members 
Mstep: Class 19 contains 25992 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109997 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14235 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59187 members 
Mstep: Class 36 contains 179519 members 
Mstep: Class 37 contains 103039 members 
Mstep: Class 38 contains 175126 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101041992.000000 Penalty: 94107.984375
Iteration 139Q: 43 clusters Score -1.01042e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11369 members 
Mstep: Class 7 contains 10150 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21906 members 
Mstep: Class 19 contains 26002 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109996 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59187 members 
Mstep: Class 36 contains 179519 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175123 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042032.000000 Penalty: 94107.984375
Iteration 140F: 43 clusters Score -1.01042e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11368 members 
Mstep: Class 7 contains 10151 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21903 members 
Mstep: Class 19 contains 26005 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 14231 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59185 members 
Mstep: Class 36 contains 179518 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175122 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042056.000000 Penalty: 94107.984375
Iteration 141Q: 43 clusters Score -1.010421e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10154 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21896 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14229 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59185 members 
Mstep: Class 36 contains 179517 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175118 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042088.000000 Penalty: 94107.984375
Iteration 142Q: 43 clusters Score -1.010421e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10415 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 10156 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21890 members 
Mstep: Class 19 contains 26012 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110000 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14225 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4582 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59184 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175121 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042144.000000 Penalty: 94107.984375
Iteration 143Q: 43 clusters Score -1.010421e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10415 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10157 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24133 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21889 members 
Mstep: Class 19 contains 26010 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59184 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175118 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042184.000000 Penalty: 94107.984375
Iteration 144Q: 43 clusters Score -1.010422e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10159 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21888 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59182 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175120 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042136.000000 Penalty: 94107.984375
Iteration 145Q: 43 clusters Score -1.010421e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10161 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21887 members 
Mstep: Class 19 contains 26004 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59183 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175116 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042112.000000 Penalty: 94107.984375
Iteration 146Q: 43 clusters Score -1.010421e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10163 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21886 members 
Mstep: Class 19 contains 26004 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59183 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175115 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042112.000000 Penalty: 94107.984375
Iteration 147Q: 43 clusters Score -1.010421e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10164 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 4552 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21882 members 
Mstep: Class 19 contains 26004 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110000 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11778 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59184 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175113 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042080.000000 Penalty: 94107.984375
Iteration 148Q: 43 clusters Score -1.010421e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10165 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 4554 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21880 members 
Mstep: Class 19 contains 26002 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110000 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59184 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175111 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042112.000000 Penalty: 94107.984375
Iteration 149Q: 43 clusters Score -1.010421e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 14986 members 
Mstep: Class 13 contains 4557 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21878 members 
Mstep: Class 19 contains 26000 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110000 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11779 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59185 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175109 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042104.000000 Penalty: 94107.984375
Iteration 150Q: 43 clusters Score -1.010421e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14986 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21877 members 
Mstep: Class 19 contains 26002 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110001 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59184 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175103 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042136.000000 Penalty: 94107.984375
Iteration 151Q: 43 clusters Score -1.010421e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 4571 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21878 members 
Mstep: Class 19 contains 26003 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110000 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59182 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175098 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042176.000000 Penalty: 94107.984375
Iteration 152Q: 43 clusters Score -1.010422e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 4572 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21878 members 
Mstep: Class 19 contains 26004 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109999 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59182 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175098 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042144.000000 Penalty: 94107.984375
Iteration 153Q: 43 clusters Score -1.010421e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21877 members 
Mstep: Class 19 contains 26005 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59182 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175096 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042144.000000 Penalty: 94107.984375
Iteration 154Q: 43 clusters Score -1.010421e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 4581 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21876 members 
Mstep: Class 19 contains 26006 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59182 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175090 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042176.000000 Penalty: 94107.984375
Iteration 155Q: 43 clusters Score -1.010422e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14986 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21874 members 
Mstep: Class 19 contains 26007 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59182 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175088 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042200.000000 Penalty: 94107.984375
Iteration 156Q: 43 clusters Score -1.010422e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14988 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21873 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59181 members 
Mstep: Class 36 contains 179516 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175088 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042216.000000 Penalty: 94107.984375
Iteration 157Q: 43 clusters Score -1.010422e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21872 members 
Mstep: Class 19 contains 26009 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59181 members 
Mstep: Class 36 contains 179515 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175088 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042200.000000 Penalty: 94107.984375
Iteration 158Q: 43 clusters Score -1.010422e+08 nChanged 2
Entering ConstructFrom: 
Score: -101042200.000000 Penalty: 94107.984375
Entering ConstructFrom: 
Trying to split cluster 1 (17761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Entering Unmasked Estep 
Score: -1936037.250000 Penalty: 1590.023560
	Iteration 0F: 2 clusters Score -1936037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1923821.750000 Penalty: 3180.047119
	Iteration 0F: 3 clusters Score -1923822 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1928244.125000 Penalty: 3180.047119
	Iteration 1F: 3 clusters Score -1928244 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1928585.125000 Penalty: 3180.047119
	Iteration 2F: 3 clusters Score -1928585 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1928921.375000 Penalty: 3180.047119
	Iteration 3Q: 3 clusters Score -1928921 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1929261.125000 Penalty: 3180.047119
	Iteration 4Q: 3 clusters Score -1929261 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1929688.625000 Penalty: 3180.047119
	Iteration 5Q: 3 clusters Score -1929689 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1930241.000000 Penalty: 3180.047119
	Iteration 6F: 3 clusters Score -1930241 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1931029.250000 Penalty: 3180.047119
	Iteration 7F: 3 clusters Score -1931029 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1931939.250000 Penalty: 3180.047119
	Iteration 8F: 3 clusters Score -1931939 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1932839.375000 Penalty: 3180.047119
	Iteration 9F: 3 clusters Score -1932839 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1933587.375000 Penalty: 3180.047119
	Iteration 10Q: 3 clusters Score -1933587 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1934109.375000 Penalty: 3180.047119
	Iteration 11Q: 3 clusters Score -1934109 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1934387.875000 Penalty: 3180.047119
	Iteration 12Q: 3 clusters Score -1934388 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1934555.000000 Penalty: 3180.047119
	Iteration 13Q: 3 clusters Score -1934555 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1934651.875000 Penalty: 3180.047119
	Iteration 14Q: 3 clusters Score -1934652 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1934695.875000 Penalty: 3180.047119
	Iteration 15Q: 3 clusters Score -1934696 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1934726.500000 Penalty: 3180.047119
	Iteration 16Q: 3 clusters Score -1934726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1934748.500000 Penalty: 3180.047119
	Iteration 17Q: 3 clusters Score -1934748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1934767.000000 Penalty: 3180.047119
	Iteration 18Q: 3 clusters Score -1934767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1934769.375000 Penalty: 3180.047119
	Iteration 19Q: 3 clusters Score -1934769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1934780.375000 Penalty: 3180.047119
	Iteration 20F: 3 clusters Score -1934780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1934790.000000 Penalty: 3180.047119
	Iteration 21Q: 3 clusters Score -1934790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1934793.250000 Penalty: 3180.047119
	Iteration 22Q: 3 clusters Score -1934793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1934793.125000 Penalty: 3180.047119
	Iteration 23Q: 3 clusters Score -1934793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1934797.375000 Penalty: 3180.047119
	Iteration 24Q: 3 clusters Score -1934797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1934802.750000 Penalty: 3180.047119
	Iteration 25Q: 3 clusters Score -1934803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1934801.250000 Penalty: 3180.047119
	Iteration 26Q: 3 clusters Score -1934801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1934798.625000 Penalty: 3180.047119
	Iteration 27Q: 3 clusters Score -1934799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1934805.250000 Penalty: 3180.047119
	Iteration 28Q: 3 clusters Score -1934805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1934805.625000 Penalty: 3180.047119
	Iteration 29Q: 3 clusters Score -1934806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1934806.375000 Penalty: 3180.047119
	Iteration 30Q: 3 clusters Score -1934806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1934813.250000 Penalty: 3180.047119
	Iteration 31Q: 3 clusters Score -1934813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1934816.500000 Penalty: 3180.047119
	Iteration 32Q: 3 clusters Score -1934816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1934814.125000 Penalty: 3180.047119
	Iteration 33Q: 3 clusters Score -1934814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1934814.250000 Penalty: 3180.047119
	Iteration 34Q: 3 clusters Score -1934814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1934818.750000 Penalty: 3180.047119
	Iteration 35Q: 3 clusters Score -1934819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1934818.750000 Penalty: 3180.047119
	Iteration 36Q: 3 clusters Score -1934819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1934821.375000 Penalty: 3180.047119
	Iteration 37Q: 3 clusters Score -1934821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1934819.125000 Penalty: 3180.047119
	Iteration 38Q: 3 clusters Score -1934819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1934824.625000 Penalty: 3180.047119
	Iteration 39Q: 3 clusters Score -1934825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1934821.000000 Penalty: 3180.047119
	Iteration 40F: 3 clusters Score -1934821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1934822.000000 Penalty: 3180.047119
	Iteration 41Q: 3 clusters Score -1934822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1934823.500000 Penalty: 3180.047119
	Iteration 42Q: 3 clusters Score -1934824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1934820.625000 Penalty: 3180.047119
	Iteration 43Q: 3 clusters Score -1934821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1934824.125000 Penalty: 3180.047119
	Iteration 44Q: 3 clusters Score -1934824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1934826.000000 Penalty: 3180.047119
	Iteration 45Q: 3 clusters Score -1934826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1934826.000000 Penalty: 3180.047119
	Iteration 46F: 3 clusters Score -1934826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -1132075.875000 Penalty: 1503.256714
	Iteration 0F: 2 clusters Score -1132076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1124723.625000 Penalty: 3006.513428
	Iteration 0F: 3 clusters Score -1124724 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1127149.250000 Penalty: 3006.513428
	Iteration 1F: 3 clusters Score -1127149 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1127384.875000 Penalty: 3006.513428
	Iteration 2F: 3 clusters Score -1127385 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1127586.625000 Penalty: 3006.513428
	Iteration 3Q: 3 clusters Score -1127587 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1127800.750000 Penalty: 3006.513428
	Iteration 4Q: 3 clusters Score -1127801 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1127997.250000 Penalty: 3006.513428
	Iteration 5Q: 3 clusters Score -1127997 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1128187.000000 Penalty: 3006.513428
	Iteration 6Q: 3 clusters Score -1128187 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1128384.875000 Penalty: 3006.513428
	Iteration 7Q: 3 clusters Score -1128385 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1128582.625000 Penalty: 3006.513428
	Iteration 8Q: 3 clusters Score -1128583 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1128792.750000 Penalty: 3006.513428
	Iteration 9Q: 3 clusters Score -1128793 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1129038.250000 Penalty: 3006.513428
	Iteration 10Q: 3 clusters Score -1129038 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1129287.125000 Penalty: 3006.513428
	Iteration 11Q: 3 clusters Score -1129287 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1129535.625000 Penalty: 3006.513428
	Iteration 12Q: 3 clusters Score -1129536 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1129723.000000 Penalty: 3006.513428
	Iteration 13Q: 3 clusters Score -1129723 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1129839.375000 Penalty: 3006.513428
	Iteration 14Q: 3 clusters Score -1129839 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1129916.125000 Penalty: 3006.513428
	Iteration 15Q: 3 clusters Score -1129916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1129965.875000 Penalty: 3006.513428
	Iteration 16Q: 3 clusters Score -1129966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1130009.875000 Penalty: 3006.513428
	Iteration 17Q: 3 clusters Score -1130010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1130046.625000 Penalty: 3006.513428
	Iteration 18Q: 3 clusters Score -1130047 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1130067.250000 Penalty: 3006.513428
	Iteration 19Q: 3 clusters Score -1130067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1130093.750000 Penalty: 3006.513428
	Iteration 20F: 3 clusters Score -1130094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1130120.250000 Penalty: 3006.513428
	Iteration 21Q: 3 clusters Score -1130120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1130149.125000 Penalty: 3006.513428
	Iteration 22Q: 3 clusters Score -1130149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1130173.000000 Penalty: 3006.513428
	Iteration 23Q: 3 clusters Score -1130173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1130186.375000 Penalty: 3006.513428
	Iteration 24Q: 3 clusters Score -1130186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1130201.500000 Penalty: 3006.513428
	Iteration 25Q: 3 clusters Score -1130202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1130215.875000 Penalty: 3006.513428
	Iteration 26Q: 3 clusters Score -1130216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1130224.625000 Penalty: 3006.513428
	Iteration 27Q: 3 clusters Score -1130225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1130232.375000 Penalty: 3006.513428
	Iteration 28Q: 3 clusters Score -1130232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1130242.125000 Penalty: 3006.513428
	Iteration 29Q: 3 clusters Score -1130242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1130249.625000 Penalty: 3006.513428
	Iteration 30Q: 3 clusters Score -1130250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1130255.000000 Penalty: 3006.513428
	Iteration 31Q: 3 clusters Score -1130255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1130259.250000 Penalty: 3006.513428
	Iteration 32Q: 3 clusters Score -1130259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1130261.625000 Penalty: 3006.513428
	Iteration 33Q: 3 clusters Score -1130262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1130261.750000 Penalty: 3006.513428
	Iteration 34Q: 3 clusters Score -1130262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1130267.500000 Penalty: 3006.513428
	Iteration 35Q: 3 clusters Score -1130268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1130268.500000 Penalty: 3006.513428
	Iteration 36Q: 3 clusters Score -1130268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1130270.250000 Penalty: 3006.513428
	Iteration 37Q: 3 clusters Score -1130270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1130272.375000 Penalty: 3006.513428
	Iteration 38Q: 3 clusters Score -1130272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1130274.000000 Penalty: 3006.513428
	Iteration 39Q: 3 clusters Score -1130274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1130275.000000 Penalty: 3006.513428
	Iteration 40F: 3 clusters Score -1130275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1130275.750000 Penalty: 3006.513428
	Iteration 41Q: 3 clusters Score -1130276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1130277.000000 Penalty: 3006.513428
	Iteration 42Q: 3 clusters Score -1130277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1130278.000000 Penalty: 3006.513428
	Iteration 43Q: 3 clusters Score -1130278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1130280.750000 Penalty: 3006.513428
	Iteration 44Q: 3 clusters Score -1130281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1130280.500000 Penalty: 3006.513428
	Iteration 45Q: 3 clusters Score -1130280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1130282.125000 Penalty: 3006.513428
	Iteration 46Q: 3 clusters Score -1130282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1130284.625000 Penalty: 3006.513428
	Iteration 47Q: 3 clusters Score -1130285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1130287.250000 Penalty: 3006.513428
	Iteration 48Q: 3 clusters Score -1130287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1130290.125000 Penalty: 3006.513428
	Iteration 49Q: 3 clusters Score -1130290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1130292.250000 Penalty: 3006.513428
	Iteration 50Q: 3 clusters Score -1130292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1130289.625000 Penalty: 3006.513428
	Iteration 51Q: 3 clusters Score -1130290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1130290.500000 Penalty: 3006.513428
	Iteration 52Q: 3 clusters Score -1130290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1130291.000000 Penalty: 3006.513428
	Iteration 53Q: 3 clusters Score -1130291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1130290.375000 Penalty: 3006.513428
	Iteration 54Q: 3 clusters Score -1130290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1130294.625000 Penalty: 3006.513428
	Iteration 55Q: 3 clusters Score -1130295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1130295.250000 Penalty: 3006.513428
	Iteration 56Q: 3 clusters Score -1130295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1130295.750000 Penalty: 3006.513428
	Iteration 57Q: 3 clusters Score -1130296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1130295.750000 Penalty: 3006.513428
	Iteration 58F: 3 clusters Score -1130296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -55046.714844 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -55046.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53894.671875 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53894.67 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54150.429688 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -54150.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54237.250000 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54237.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54276.625000 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -54276.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54313.089844 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -54313.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54341.421875 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54341.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54372.539062 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54372.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54387.351562 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54387.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54397.609375 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54397.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54402.421875 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -54402.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54403.113281 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -54403.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54403.113281 Penalty: 2107.506592
	Iteration 11F: 3 clusters Score -54403.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Entering Unmasked Estep 
Score: -9702615.000000 Penalty: 1852.201904
	Iteration 0F: 2 clusters Score -9702615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -9642835.000000 Penalty: 3704.403809
	Iteration 0F: 3 clusters Score -9642835 nChanged 42490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -9667940.000000 Penalty: 3704.403809
	Iteration 1F: 3 clusters Score -9667940 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -9668859.000000 Penalty: 3704.403809
	Iteration 2Q: 3 clusters Score -9668859 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -9670000.000000 Penalty: 3704.403809
	Iteration 3Q: 3 clusters Score -9670000 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -9671603.000000 Penalty: 3704.403809
	Iteration 4Q: 3 clusters Score -9671603 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -9673608.000000 Penalty: 3704.403809
	Iteration 5F: 3 clusters Score -9673608 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -9675945.000000 Penalty: 3704.403809
	Iteration 6F: 3 clusters Score -9675945 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -9678752.000000 Penalty: 3704.403809
	Iteration 7F: 3 clusters Score -9678752 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -9682134.000000 Penalty: 3704.403809
	Iteration 8F: 3 clusters Score -9682134 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -9685543.000000 Penalty: 3704.403809
	Iteration 9F: 3 clusters Score -9685543 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -9689043.000000 Penalty: 3704.403809
	Iteration 10F: 3 clusters Score -9689043 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -9692253.000000 Penalty: 3704.403809
	Iteration 11Q: 3 clusters Score -9692253 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -9694677.000000 Penalty: 3704.403809
	Iteration 12Q: 3 clusters Score -9694677 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -9696567.000000 Penalty: 3704.403809
	Iteration 13Q: 3 clusters Score -9696567 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -9697872.000000 Penalty: 3704.403809
	Iteration 14Q: 3 clusters Score -9697872 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -9698830.000000 Penalty: 3704.403809
	Iteration 15Q: 3 clusters Score -9698830 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -9699512.000000 Penalty: 3704.403809
	Iteration 16Q: 3 clusters Score -9699512 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -9700015.000000 Penalty: 3704.403809
	Iteration 17Q: 3 clusters Score -9700015 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -9700337.000000 Penalty: 3704.403809
	Iteration 18Q: 3 clusters Score -9700337 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -9700593.000000 Penalty: 3704.403809
	Iteration 19Q: 3 clusters Score -9700593 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -9700731.000000 Penalty: 3704.403809
	Iteration 20F: 3 clusters Score -9700731 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -9700806.000000 Penalty: 3704.403809
	Iteration 21Q: 3 clusters Score -9700806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -9700881.000000 Penalty: 3704.403809
	Iteration 22Q: 3 clusters Score -9700881 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -9700919.000000 Penalty: 3704.403809
	Iteration 23Q: 3 clusters Score -9700919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -9700933.000000 Penalty: 3704.403809
	Iteration 24Q: 3 clusters Score -9700933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -9700968.000000 Penalty: 3704.403809
	Iteration 25Q: 3 clusters Score -9700968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -9700962.000000 Penalty: 3704.403809
	Iteration 26Q: 3 clusters Score -9700962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -9700987.000000 Penalty: 3704.403809
	Iteration 27Q: 3 clusters Score -9700987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -9700987.000000 Penalty: 3704.403809
	Iteration 28Q: 3 clusters Score -9700987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -9700999.000000 Penalty: 3704.403809
	Iteration 29Q: 3 clusters Score -9700999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -9700996.000000 Penalty: 3704.403809
	Iteration 30Q: 3 clusters Score -9700996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -9701005.000000 Penalty: 3704.403809
	Iteration 31Q: 3 clusters Score -9701005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -9701001.000000 Penalty: 3704.403809
	Iteration 32Q: 3 clusters Score -9701001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -9700999.000000 Penalty: 3704.403809
	Iteration 33Q: 3 clusters Score -9700999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -9701003.000000 Penalty: 3704.403809
	Iteration 34Q: 3 clusters Score -9701003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -9700995.000000 Penalty: 3704.403809
	Iteration 35Q: 3 clusters Score -9700995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -9701004.000000 Penalty: 3704.403809
	Iteration 36Q: 3 clusters Score -9701004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -9701002.000000 Penalty: 3704.403809
	Iteration 37Q: 3 clusters Score -9701002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -9701005.000000 Penalty: 3704.403809
	Iteration 38Q: 3 clusters Score -9701005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -9700998.000000 Penalty: 3704.403809
	Iteration 39Q: 3 clusters Score -9700998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -9700998.000000 Penalty: 3704.403809
	Iteration 40F: 3 clusters Score -9700998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -611832.375000 Penalty: 1412.147461
	Iteration 0F: 2 clusters Score -611832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -607221.937500 Penalty: 2824.294922
	Iteration 0F: 3 clusters Score -607221.9 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -608560.250000 Penalty: 2824.294922
	Iteration 1F: 3 clusters Score -608560.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -608733.062500 Penalty: 2824.294922
	Iteration 2F: 3 clusters Score -608733.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -608843.062500 Penalty: 2824.294922
	Iteration 3Q: 3 clusters Score -608843.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -608937.375000 Penalty: 2824.294922
	Iteration 4Q: 3 clusters Score -608937.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -609009.000000 Penalty: 2824.294922
	Iteration 5Q: 3 clusters Score -609009 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -609084.375000 Penalty: 2824.294922
	Iteration 6Q: 3 clusters Score -609084.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -609186.875000 Penalty: 2824.294922
	Iteration 7Q: 3 clusters Score -609186.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -609293.125000 Penalty: 2824.294922
	Iteration 8Q: 3 clusters Score -609293.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -609425.187500 Penalty: 2824.294922
	Iteration 9Q: 3 clusters Score -609425.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -609585.000000 Penalty: 2824.294922
	Iteration 10Q: 3 clusters Score -609585 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -609766.812500 Penalty: 2824.294922
	Iteration 11Q: 3 clusters Score -609766.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -609943.687500 Penalty: 2824.294922
	Iteration 12Q: 3 clusters Score -609943.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -610118.687500 Penalty: 2824.294922
	Iteration 13Q: 3 clusters Score -610118.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -610269.875000 Penalty: 2824.294922
	Iteration 14Q: 3 clusters Score -610269.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -610397.750000 Penalty: 2824.294922
	Iteration 15Q: 3 clusters Score -610397.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -610497.500000 Penalty: 2824.294922
	Iteration 16Q: 3 clusters Score -610497.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -610561.375000 Penalty: 2824.294922
	Iteration 17Q: 3 clusters Score -610561.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -610615.437500 Penalty: 2824.294922
	Iteration 18Q: 3 clusters Score -610615.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -610639.375000 Penalty: 2824.294922
	Iteration 19Q: 3 clusters Score -610639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -610649.750000 Penalty: 2824.294922
	Iteration 20F: 3 clusters Score -610649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -610657.500000 Penalty: 2824.294922
	Iteration 21Q: 3 clusters Score -610657.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -610672.937500 Penalty: 2824.294922
	Iteration 22Q: 3 clusters Score -610672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -610683.312500 Penalty: 2824.294922
	Iteration 23Q: 3 clusters Score -610683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -610691.875000 Penalty: 2824.294922
	Iteration 24Q: 3 clusters Score -610691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -610700.375000 Penalty: 2824.294922
	Iteration 25Q: 3 clusters Score -610700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -610705.250000 Penalty: 2824.294922
	Iteration 26Q: 3 clusters Score -610705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -610705.625000 Penalty: 2824.294922
	Iteration 27Q: 3 clusters Score -610705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -610705.625000 Penalty: 2824.294922
	Iteration 28F: 3 clusters Score -610705.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Entering Unmasked Estep 
Score: -1136472.125000 Penalty: 1517.458374
	Iteration 0F: 2 clusters Score -1136472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1128526.750000 Penalty: 3034.916748
	Iteration 0F: 3 clusters Score -1128527 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1131210.500000 Penalty: 3034.916748
	Iteration 1F: 3 clusters Score -1131210 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1131573.375000 Penalty: 3034.916748
	Iteration 2F: 3 clusters Score -1131573 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1131936.375000 Penalty: 3034.916748
	Iteration 3F: 3 clusters Score -1131936 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1132310.000000 Penalty: 3034.916748
	Iteration 4F: 3 clusters Score -1132310 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1132686.375000 Penalty: 3034.916748
	Iteration 5F: 3 clusters Score -1132686 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1133111.875000 Penalty: 3034.916748
	Iteration 6F: 3 clusters Score -1133112 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1133582.625000 Penalty: 3034.916748
	Iteration 7F: 3 clusters Score -1133583 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1134020.500000 Penalty: 3034.916748
	Iteration 8Q: 3 clusters Score -1134020 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1134399.125000 Penalty: 3034.916748
	Iteration 9Q: 3 clusters Score -1134399 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1134683.500000 Penalty: 3034.916748
	Iteration 10Q: 3 clusters Score -1134684 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1134886.125000 Penalty: 3034.916748
	Iteration 11Q: 3 clusters Score -1134886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1135001.000000 Penalty: 3034.916748
	Iteration 12Q: 3 clusters Score -1135001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1135060.375000 Penalty: 3034.916748
	Iteration 13Q: 3 clusters Score -1135060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1135095.000000 Penalty: 3034.916748
	Iteration 14Q: 3 clusters Score -1135095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1135120.625000 Penalty: 3034.916748
	Iteration 15Q: 3 clusters Score -1135121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1135136.000000 Penalty: 3034.916748
	Iteration 16Q: 3 clusters Score -1135136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1135147.750000 Penalty: 3034.916748
	Iteration 17Q: 3 clusters Score -1135148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1135158.000000 Penalty: 3034.916748
	Iteration 18Q: 3 clusters Score -1135158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1135167.000000 Penalty: 3034.916748
	Iteration 19Q: 3 clusters Score -1135167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1135174.250000 Penalty: 3034.916748
	Iteration 20F: 3 clusters Score -1135174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1135176.750000 Penalty: 3034.916748
	Iteration 21Q: 3 clusters Score -1135177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1135177.250000 Penalty: 3034.916748
	Iteration 22Q: 3 clusters Score -1135177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1135178.375000 Penalty: 3034.916748
	Iteration 23Q: 3 clusters Score -1135178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1135180.875000 Penalty: 3034.916748
	Iteration 24Q: 3 clusters Score -1135181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1135181.250000 Penalty: 3034.916748
	Iteration 25Q: 3 clusters Score -1135181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1135182.625000 Penalty: 3034.916748
	Iteration 26Q: 3 clusters Score -1135183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1135186.000000 Penalty: 3034.916748
	Iteration 27Q: 3 clusters Score -1135186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1135185.750000 Penalty: 3034.916748
	Iteration 28Q: 3 clusters Score -1135186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1135187.250000 Penalty: 3034.916748
	Iteration 29Q: 3 clusters Score -1135187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1135187.250000 Penalty: 3034.916748
	Iteration 30F: 3 clusters Score -1135187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1036073.437500 Penalty: 1499.355591
	Iteration 0F: 2 clusters Score -1036073 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 5183 members 
Entering Unmasked Estep 
Score: -1028772.500000 Penalty: 2998.711182
	Iteration 0F: 3 clusters Score -1028772 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1031360.250000 Penalty: 2998.711182
	Iteration 1F: 3 clusters Score -1031360 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1031782.562500 Penalty: 2998.711182
	Iteration 2F: 3 clusters Score -1031783 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1032189.500000 Penalty: 2998.711182
	Iteration 3F: 3 clusters Score -1032190 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1032682.750000 Penalty: 2998.711182
	Iteration 4F: 3 clusters Score -1032683 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1033144.375000 Penalty: 2998.711182
	Iteration 5F: 3 clusters Score -1033144 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1033541.500000 Penalty: 2998.711182
	Iteration 6F: 3 clusters Score -1033542 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1033886.000000 Penalty: 2998.711182
	Iteration 7Q: 3 clusters Score -1033886 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1034133.500000 Penalty: 2998.711182
	Iteration 8Q: 3 clusters Score -1034134 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1034335.937500 Penalty: 2998.711182
	Iteration 9Q: 3 clusters Score -1034336 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1034481.750000 Penalty: 2998.711182
	Iteration 10Q: 3 clusters Score -1034482 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1034591.687500 Penalty: 2998.711182
	Iteration 11Q: 3 clusters Score -1034592 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1034666.187500 Penalty: 2998.711182
	Iteration 12Q: 3 clusters Score -1034666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1034712.187500 Penalty: 2998.711182
	Iteration 13Q: 3 clusters Score -1034712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1034743.625000 Penalty: 2998.711182
	Iteration 14Q: 3 clusters Score -1034744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1034767.187500 Penalty: 2998.711182
	Iteration 15Q: 3 clusters Score -1034767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1034779.437500 Penalty: 2998.711182
	Iteration 16Q: 3 clusters Score -1034779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1034791.750000 Penalty: 2998.711182
	Iteration 17Q: 3 clusters Score -1034792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1034795.937500 Penalty: 2998.711182
	Iteration 18Q: 3 clusters Score -1034796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1034800.062500 Penalty: 2998.711182
	Iteration 19Q: 3 clusters Score -1034800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1034807.000000 Penalty: 2998.711182
	Iteration 20F: 3 clusters Score -1034807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1034808.875000 Penalty: 2998.711182
	Iteration 21Q: 3 clusters Score -1034809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1034811.312500 Penalty: 2998.711182
	Iteration 22Q: 3 clusters Score -1034811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1034810.562500 Penalty: 2998.711182
	Iteration 23Q: 3 clusters Score -1034811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1034811.500000 Penalty: 2998.711182
	Iteration 24Q: 3 clusters Score -1034812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1034812.875000 Penalty: 2998.711182
	Iteration 25Q: 3 clusters Score -1034813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1034812.000000 Penalty: 2998.711182
	Iteration 26Q: 3 clusters Score -1034812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1034814.187500 Penalty: 2998.711182
	Iteration 27Q: 3 clusters Score -1034814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1034814.812500 Penalty: 2998.711182
	Iteration 28Q: 3 clusters Score -1034815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1034814.812500 Penalty: 2998.711182
	Iteration 29F: 3 clusters Score -1034815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -167435.015625 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -167435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -165534.203125 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -165534.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -166225.843750 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -166225.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166630.000000 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -166630 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -167139.640625 Penalty: 2448.450439
	Iteration 3F: 3 clusters Score -167139.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -167471.421875 Penalty: 2448.450439
	Iteration 4F: 3 clusters Score -167471.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -167624.984375 Penalty: 2448.450439
	Iteration 5F: 3 clusters Score -167625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -167692.875000 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -167692.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167736.000000 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -167736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -167776.156250 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -167776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -167813.000000 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -167813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -167845.218750 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -167845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -167866.843750 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -167866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -167877.265625 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -167877.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167884.703125 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -167884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167886.843750 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -167886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167886.843750 Penalty: 2448.450439
	Iteration 15F: 3 clusters Score -167886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21870 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59181 members 
Mstep: Class 36 contains 179515 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175088 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 640 members 
Entering Unmasked Estep 
Score: -101041576.000000 Penalty: 96348.648438
Splitting cluster 8 changes total score from -101042200.000000 to -101041576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Entering Unmasked Estep 
Score: -1092964.250000 Penalty: 1514.266968
	Iteration 0F: 2 clusters Score -1092964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1084965.625000 Penalty: 3028.533936
	Iteration 0F: 3 clusters Score -1084966 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1087889.250000 Penalty: 3028.533936
	Iteration 1F: 3 clusters Score -1087889 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1088591.375000 Penalty: 3028.533936
	Iteration 2F: 3 clusters Score -1088591 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1089397.625000 Penalty: 3028.533936
	Iteration 3F: 3 clusters Score -1089398 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1090108.125000 Penalty: 3028.533936
	Iteration 4F: 3 clusters Score -1090108 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1090657.000000 Penalty: 3028.533936
	Iteration 5F: 3 clusters Score -1090657 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1091005.750000 Penalty: 3028.533936
	Iteration 6F: 3 clusters Score -1091006 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1091209.500000 Penalty: 3028.533936
	Iteration 7Q: 3 clusters Score -1091210 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1091362.000000 Penalty: 3028.533936
	Iteration 8Q: 3 clusters Score -1091362 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1091456.875000 Penalty: 3028.533936
	Iteration 9Q: 3 clusters Score -1091457 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1091528.250000 Penalty: 3028.533936
	Iteration 10Q: 3 clusters Score -1091528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1091595.625000 Penalty: 3028.533936
	Iteration 11Q: 3 clusters Score -1091596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1091660.500000 Penalty: 3028.533936
	Iteration 12Q: 3 clusters Score -1091660 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1091714.500000 Penalty: 3028.533936
	Iteration 13Q: 3 clusters Score -1091714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1091750.750000 Penalty: 3028.533936
	Iteration 14Q: 3 clusters Score -1091751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1091778.625000 Penalty: 3028.533936
	Iteration 15Q: 3 clusters Score -1091779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1091800.875000 Penalty: 3028.533936
	Iteration 16Q: 3 clusters Score -1091801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1091812.750000 Penalty: 3028.533936
	Iteration 17Q: 3 clusters Score -1091813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1091819.750000 Penalty: 3028.533936
	Iteration 18Q: 3 clusters Score -1091820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1091824.125000 Penalty: 3028.533936
	Iteration 19Q: 3 clusters Score -1091824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1091829.125000 Penalty: 3028.533936
	Iteration 20F: 3 clusters Score -1091829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1091831.500000 Penalty: 3028.533936
	Iteration 21Q: 3 clusters Score -1091832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1091836.375000 Penalty: 3028.533936
	Iteration 22Q: 3 clusters Score -1091836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1091837.000000 Penalty: 3028.533936
	Iteration 23Q: 3 clusters Score -1091837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1091837.000000 Penalty: 3028.533936
	Iteration 24Q: 3 clusters Score -1091837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1091842.250000 Penalty: 3028.533936
	Iteration 25Q: 3 clusters Score -1091842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1091846.250000 Penalty: 3028.533936
	Iteration 26Q: 3 clusters Score -1091846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1091849.375000 Penalty: 3028.533936
	Iteration 27Q: 3 clusters Score -1091849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1091851.500000 Penalty: 3028.533936
	Iteration 28Q: 3 clusters Score -1091852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1091855.250000 Penalty: 3028.533936
	Iteration 29Q: 3 clusters Score -1091855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1091861.625000 Penalty: 3028.533936
	Iteration 30Q: 3 clusters Score -1091862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1091865.000000 Penalty: 3028.533936
	Iteration 31Q: 3 clusters Score -1091865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1091867.250000 Penalty: 3028.533936
	Iteration 32Q: 3 clusters Score -1091867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1091867.000000 Penalty: 3028.533936
	Iteration 33Q: 3 clusters Score -1091867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1091870.875000 Penalty: 3028.533936
	Iteration 34Q: 3 clusters Score -1091871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1091872.000000 Penalty: 3028.533936
	Iteration 35Q: 3 clusters Score -1091872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1091873.500000 Penalty: 3028.533936
	Iteration 36Q: 3 clusters Score -1091874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1091874.500000 Penalty: 3028.533936
	Iteration 37Q: 3 clusters Score -1091874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1091873.750000 Penalty: 3028.533936
	Iteration 38Q: 3 clusters Score -1091874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1091876.625000 Penalty: 3028.533936
	Iteration 39Q: 3 clusters Score -1091877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1091881.375000 Penalty: 3028.533936
	Iteration 40F: 3 clusters Score -1091881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1091881.125000 Penalty: 3028.533936
	Iteration 41Q: 3 clusters Score -1091881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1091880.000000 Penalty: 3028.533936
	Iteration 42Q: 3 clusters Score -1091880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1091883.125000 Penalty: 3028.533936
	Iteration 43Q: 3 clusters Score -1091883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1091881.875000 Penalty: 3028.533936
	Iteration 44Q: 3 clusters Score -1091882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1091883.375000 Penalty: 3028.533936
	Iteration 45Q: 3 clusters Score -1091883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1091883.500000 Penalty: 3028.533936
	Iteration 46Q: 3 clusters Score -1091884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1091884.625000 Penalty: 3028.533936
	Iteration 47Q: 3 clusters Score -1091885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1091884.750000 Penalty: 3028.533936
	Iteration 48Q: 3 clusters Score -1091885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1091887.875000 Penalty: 3028.533936
	Iteration 49Q: 3 clusters Score -1091888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1091894.000000 Penalty: 3028.533936
	Iteration 50Q: 3 clusters Score -1091894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1091898.125000 Penalty: 3028.533936
	Iteration 51Q: 3 clusters Score -1091898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1091904.000000 Penalty: 3028.533936
	Iteration 52Q: 3 clusters Score -1091904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1091907.750000 Penalty: 3028.533936
	Iteration 53Q: 3 clusters Score -1091908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1091912.250000 Penalty: 3028.533936
	Iteration 54Q: 3 clusters Score -1091912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1091919.625000 Penalty: 3028.533936
	Iteration 55Q: 3 clusters Score -1091920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1091923.375000 Penalty: 3028.533936
	Iteration 56Q: 3 clusters Score -1091923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1091928.375000 Penalty: 3028.533936
	Iteration 57Q: 3 clusters Score -1091928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1091932.875000 Penalty: 3028.533936
	Iteration 58Q: 3 clusters Score -1091933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1091943.750000 Penalty: 3028.533936
	Iteration 59Q: 3 clusters Score -1091944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1091949.625000 Penalty: 3028.533936
	Iteration 60F: 3 clusters Score -1091950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1091953.875000 Penalty: 3028.533936
	Iteration 61Q: 3 clusters Score -1091954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1091963.000000 Penalty: 3028.533936
	Iteration 62Q: 3 clusters Score -1091963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1091965.500000 Penalty: 3028.533936
	Iteration 63Q: 3 clusters Score -1091966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1091972.125000 Penalty: 3028.533936
	Iteration 64Q: 3 clusters Score -1091972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1091978.375000 Penalty: 3028.533936
	Iteration 65Q: 3 clusters Score -1091978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1091990.500000 Penalty: 3028.533936
	Iteration 66Q: 3 clusters Score -1091990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1092000.125000 Penalty: 3028.533936
	Iteration 67Q: 3 clusters Score -1092000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1092012.125000 Penalty: 3028.533936
	Iteration 68Q: 3 clusters Score -1092012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1092029.625000 Penalty: 3028.533936
	Iteration 69Q: 3 clusters Score -1092030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1092046.625000 Penalty: 3028.533936
	Iteration 70Q: 3 clusters Score -1092047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1092069.375000 Penalty: 3028.533936
	Iteration 71Q: 3 clusters Score -1092069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1092096.375000 Penalty: 3028.533936
	Iteration 72Q: 3 clusters Score -1092096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1092119.375000 Penalty: 3028.533936
	Iteration 73Q: 3 clusters Score -1092119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1092140.125000 Penalty: 3028.533936
	Iteration 74Q: 3 clusters Score -1092140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1092153.500000 Penalty: 3028.533936
	Iteration 75Q: 3 clusters Score -1092154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1092173.500000 Penalty: 3028.533936
	Iteration 76Q: 3 clusters Score -1092174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1092183.750000 Penalty: 3028.533936
	Iteration 77Q: 3 clusters Score -1092184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1092192.250000 Penalty: 3028.533936
	Iteration 78Q: 3 clusters Score -1092192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1092204.125000 Penalty: 3028.533936
	Iteration 79Q: 3 clusters Score -1092204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1092210.750000 Penalty: 3028.533936
	Iteration 80F: 3 clusters Score -1092211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1092219.250000 Penalty: 3028.533936
	Iteration 81Q: 3 clusters Score -1092219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1092224.625000 Penalty: 3028.533936
	Iteration 82Q: 3 clusters Score -1092225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1092232.500000 Penalty: 3028.533936
	Iteration 83Q: 3 clusters Score -1092232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1092233.500000 Penalty: 3028.533936
	Iteration 84Q: 3 clusters Score -1092234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1092235.250000 Penalty: 3028.533936
	Iteration 85Q: 3 clusters Score -1092235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1092237.250000 Penalty: 3028.533936
	Iteration 86Q: 3 clusters Score -1092237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1092237.375000 Penalty: 3028.533936
	Iteration 87Q: 3 clusters Score -1092237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1092237.125000 Penalty: 3028.533936
	Iteration 88Q: 3 clusters Score -1092237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1092238.625000 Penalty: 3028.533936
	Iteration 89Q: 3 clusters Score -1092239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1092242.000000 Penalty: 3028.533936
	Iteration 90Q: 3 clusters Score -1092242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1092243.625000 Penalty: 3028.533936
	Iteration 91Q: 3 clusters Score -1092244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1092245.375000 Penalty: 3028.533936
	Iteration 92Q: 3 clusters Score -1092245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1092243.250000 Penalty: 3028.533936
	Iteration 93Q: 3 clusters Score -1092243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1092245.500000 Penalty: 3028.533936
	Iteration 94Q: 3 clusters Score -1092246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1092247.000000 Penalty: 3028.533936
	Iteration 95Q: 3 clusters Score -1092247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1092246.875000 Penalty: 3028.533936
	Iteration 96Q: 3 clusters Score -1092247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1092247.875000 Penalty: 3028.533936
	Iteration 97Q: 3 clusters Score -1092248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1092247.875000 Penalty: 3028.533936
	Iteration 98F: 3 clusters Score -1092248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -120283.367188 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -120283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118759.703125 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -118759.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119019.117188 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -119019.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119105.929688 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -119105.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119149.710938 Penalty: 2284.165527
	Iteration 3Q: 3 clusters Score -119149.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119173.351562 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -119173.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119186.398438 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -119186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119192.000000 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -119192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -119197.117188 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -119197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119205.054688 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -119205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -119213.023438 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -119213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -119221.226562 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -119221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -119227.601562 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -119227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119232.742188 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -119232.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -119238.937500 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -119238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -119242.351562 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -119242.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -119244.632812 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -119244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119247.085938 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -119247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119248.851562 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -119248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119249.140625 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -119249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119249.914062 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -119249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119249.914062 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -119249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1475437.250000 Penalty: 1547.730347
	Iteration 0F: 2 clusters Score -1475437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1465924.000000 Penalty: 3095.460693
	Iteration 0F: 3 clusters Score -1465924 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1469180.625000 Penalty: 3095.460693
	Iteration 1F: 3 clusters Score -1469181 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1469471.250000 Penalty: 3095.460693
	Iteration 2F: 3 clusters Score -1469471 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1469810.125000 Penalty: 3095.460693
	Iteration 3F: 3 clusters Score -1469810 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1470305.750000 Penalty: 3095.460693
	Iteration 4F: 3 clusters Score -1470306 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1470952.250000 Penalty: 3095.460693
	Iteration 5F: 3 clusters Score -1470952 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1471681.625000 Penalty: 3095.460693
	Iteration 6F: 3 clusters Score -1471682 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1472449.250000 Penalty: 3095.460693
	Iteration 7F: 3 clusters Score -1472449 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1473108.375000 Penalty: 3095.460693
	Iteration 8F: 3 clusters Score -1473108 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1473532.375000 Penalty: 3095.460693
	Iteration 9Q: 3 clusters Score -1473532 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1473802.500000 Penalty: 3095.460693
	Iteration 10Q: 3 clusters Score -1473802 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1473972.750000 Penalty: 3095.460693
	Iteration 11Q: 3 clusters Score -1473973 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1474086.125000 Penalty: 3095.460693
	Iteration 12Q: 3 clusters Score -1474086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1474148.875000 Penalty: 3095.460693
	Iteration 13Q: 3 clusters Score -1474149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1474195.000000 Penalty: 3095.460693
	Iteration 14Q: 3 clusters Score -1474195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1474227.125000 Penalty: 3095.460693
	Iteration 15Q: 3 clusters Score -1474227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1474245.625000 Penalty: 3095.460693
	Iteration 16Q: 3 clusters Score -1474246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1474260.875000 Penalty: 3095.460693
	Iteration 17Q: 3 clusters Score -1474261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1474269.875000 Penalty: 3095.460693
	Iteration 18Q: 3 clusters Score -1474270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1474281.375000 Penalty: 3095.460693
	Iteration 19Q: 3 clusters Score -1474281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1474289.750000 Penalty: 3095.460693
	Iteration 20F: 3 clusters Score -1474290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1474298.125000 Penalty: 3095.460693
	Iteration 21Q: 3 clusters Score -1474298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1474302.500000 Penalty: 3095.460693
	Iteration 22Q: 3 clusters Score -1474302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1474305.625000 Penalty: 3095.460693
	Iteration 23Q: 3 clusters Score -1474306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1474307.750000 Penalty: 3095.460693
	Iteration 24Q: 3 clusters Score -1474308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1474313.000000 Penalty: 3095.460693
	Iteration 25Q: 3 clusters Score -1474313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1474317.500000 Penalty: 3095.460693
	Iteration 26Q: 3 clusters Score -1474318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1474318.125000 Penalty: 3095.460693
	Iteration 27Q: 3 clusters Score -1474318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1474319.750000 Penalty: 3095.460693
	Iteration 28Q: 3 clusters Score -1474320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1474318.375000 Penalty: 3095.460693
	Iteration 29Q: 3 clusters Score -1474318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1474323.000000 Penalty: 3095.460693
	Iteration 30Q: 3 clusters Score -1474323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1474321.875000 Penalty: 3095.460693
	Iteration 31Q: 3 clusters Score -1474322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1474321.875000 Penalty: 3095.460693
	Iteration 32F: 3 clusters Score -1474322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Entering Unmasked Estep 
Score: -1533946.500000 Penalty: 1562.449219
	Iteration 0F: 2 clusters Score -1533946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1523548.125000 Penalty: 3124.898438
	Iteration 0F: 3 clusters Score -1523548 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1527348.500000 Penalty: 3124.898438
	Iteration 1F: 3 clusters Score -1527348 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1527651.250000 Penalty: 3124.898438
	Iteration 2F: 3 clusters Score -1527651 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1527895.375000 Penalty: 3124.898438
	Iteration 3Q: 3 clusters Score -1527895 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1528081.500000 Penalty: 3124.898438
	Iteration 4Q: 3 clusters Score -1528082 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1528238.500000 Penalty: 3124.898438
	Iteration 5Q: 3 clusters Score -1528238 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1528372.750000 Penalty: 3124.898438
	Iteration 6Q: 3 clusters Score -1528373 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1528487.375000 Penalty: 3124.898438
	Iteration 7Q: 3 clusters Score -1528487 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1528601.125000 Penalty: 3124.898438
	Iteration 8Q: 3 clusters Score -1528601 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1528723.500000 Penalty: 3124.898438
	Iteration 9Q: 3 clusters Score -1528724 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1528843.000000 Penalty: 3124.898438
	Iteration 10Q: 3 clusters Score -1528843 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1528958.125000 Penalty: 3124.898438
	Iteration 11Q: 3 clusters Score -1528958 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1529082.375000 Penalty: 3124.898438
	Iteration 12Q: 3 clusters Score -1529082 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1529232.875000 Penalty: 3124.898438
	Iteration 13Q: 3 clusters Score -1529233 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1529417.750000 Penalty: 3124.898438
	Iteration 14Q: 3 clusters Score -1529418 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1529635.625000 Penalty: 3124.898438
	Iteration 15Q: 3 clusters Score -1529636 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1529929.000000 Penalty: 3124.898438
	Iteration 16Q: 3 clusters Score -1529929 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1530301.000000 Penalty: 3124.898438
	Iteration 17Q: 3 clusters Score -1530301 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1530697.000000 Penalty: 3124.898438
	Iteration 18Q: 3 clusters Score -1530697 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1531095.500000 Penalty: 3124.898438
	Iteration 19Q: 3 clusters Score -1531096 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1531488.375000 Penalty: 3124.898438
	Iteration 20F: 3 clusters Score -1531488 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1531808.125000 Penalty: 3124.898438
	Iteration 21Q: 3 clusters Score -1531808 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1532032.875000 Penalty: 3124.898438
	Iteration 22Q: 3 clusters Score -1532033 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1532198.250000 Penalty: 3124.898438
	Iteration 23Q: 3 clusters Score -1532198 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1532337.875000 Penalty: 3124.898438
	Iteration 24Q: 3 clusters Score -1532338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1532422.875000 Penalty: 3124.898438
	Iteration 25Q: 3 clusters Score -1532423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1532481.625000 Penalty: 3124.898438
	Iteration 26Q: 3 clusters Score -1532482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1532514.625000 Penalty: 3124.898438
	Iteration 27Q: 3 clusters Score -1532515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1532541.125000 Penalty: 3124.898438
	Iteration 28Q: 3 clusters Score -1532541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1532570.375000 Penalty: 3124.898438
	Iteration 29Q: 3 clusters Score -1532570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1532593.875000 Penalty: 3124.898438
	Iteration 30Q: 3 clusters Score -1532594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1532612.250000 Penalty: 3124.898438
	Iteration 31Q: 3 clusters Score -1532612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1532619.500000 Penalty: 3124.898438
	Iteration 32Q: 3 clusters Score -1532620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1532626.375000 Penalty: 3124.898438
	Iteration 33Q: 3 clusters Score -1532626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1532627.875000 Penalty: 3124.898438
	Iteration 34Q: 3 clusters Score -1532628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1532631.250000 Penalty: 3124.898438
	Iteration 35Q: 3 clusters Score -1532631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1532632.000000 Penalty: 3124.898438
	Iteration 36Q: 3 clusters Score -1532632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1532632.000000 Penalty: 3124.898438
	Iteration 37F: 3 clusters Score -1532632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -503400.281250 Penalty: 1369.892700
	Iteration 0F: 2 clusters Score -503400.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -499672.156250 Penalty: 2739.785400
	Iteration 0F: 3 clusters Score -499672.2 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -500723.781250 Penalty: 2739.785400
	Iteration 1F: 3 clusters Score -500723.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -500923.968750 Penalty: 2739.785400
	Iteration 2F: 3 clusters Score -500924 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -501061.093750 Penalty: 2739.785400
	Iteration 3F: 3 clusters Score -501061.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -501157.281250 Penalty: 2739.785400
	Iteration 4Q: 3 clusters Score -501157.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -501231.156250 Penalty: 2739.785400
	Iteration 5Q: 3 clusters Score -501231.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -501296.187500 Penalty: 2739.785400
	Iteration 6Q: 3 clusters Score -501296.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -501371.093750 Penalty: 2739.785400
	Iteration 7Q: 3 clusters Score -501371.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -501455.656250 Penalty: 2739.785400
	Iteration 8Q: 3 clusters Score -501455.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -501542.375000 Penalty: 2739.785400
	Iteration 9Q: 3 clusters Score -501542.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -501656.375000 Penalty: 2739.785400
	Iteration 10Q: 3 clusters Score -501656.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -501782.375000 Penalty: 2739.785400
	Iteration 11Q: 3 clusters Score -501782.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -501883.750000 Penalty: 2739.785400
	Iteration 12Q: 3 clusters Score -501883.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -501961.375000 Penalty: 2739.785400
	Iteration 13Q: 3 clusters Score -501961.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -502016.281250 Penalty: 2739.785400
	Iteration 14Q: 3 clusters Score -502016.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -502069.656250 Penalty: 2739.785400
	Iteration 15Q: 3 clusters Score -502069.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -502113.250000 Penalty: 2739.785400
	Iteration 16Q: 3 clusters Score -502113.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -502155.093750 Penalty: 2739.785400
	Iteration 17Q: 3 clusters Score -502155.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -502186.531250 Penalty: 2739.785400
	Iteration 18Q: 3 clusters Score -502186.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -502214.625000 Penalty: 2739.785400
	Iteration 19Q: 3 clusters Score -502214.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -502233.937500 Penalty: 2739.785400
	Iteration 20F: 3 clusters Score -502233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -502236.531250 Penalty: 2739.785400
	Iteration 21Q: 3 clusters Score -502236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -502240.156250 Penalty: 2739.785400
	Iteration 22Q: 3 clusters Score -502240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -502242.375000 Penalty: 2739.785400
	Iteration 23Q: 3 clusters Score -502242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -502244.750000 Penalty: 2739.785400
	Iteration 24Q: 3 clusters Score -502244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -502246.812500 Penalty: 2739.785400
	Iteration 25Q: 3 clusters Score -502246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -502246.812500 Penalty: 2739.785400
	Iteration 26F: 3 clusters Score -502246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -67034.960938 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -67034.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65781.960938 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -65781.96 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -65995.359375 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -65995.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66085.406250 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -66085.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66141.601562 Penalty: 2142.293945
	Iteration 3F: 3 clusters Score -66141.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66176.554688 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -66176.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66192.406250 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -66192.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66200.078125 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -66200.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66203.968750 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -66203.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66204.898438 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -66204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66204.898438 Penalty: 2142.293945
	Iteration 9F: 3 clusters Score -66204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -146000.421875 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -146000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -144207.687500 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -144207.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144590.359375 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -144590.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144686.343750 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -144686.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144766.562500 Penalty: 2389.959717
	Iteration 3F: 3 clusters Score -144766.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144844.187500 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -144844.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144922.937500 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -144922.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145004.453125 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -145004.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145124.593750 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -145124.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145251.078125 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -145251.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145371.250000 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -145371.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145466.562500 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -145466.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145523.375000 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -145523.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145550.890625 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -145550.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145570.203125 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -145570.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145584.656250 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -145584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -145592.609375 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -145592.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145599.906250 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -145599.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145609.859375 Penalty: 2389.959717
	Iteration 17Q: 3 clusters Score -145609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145616.312500 Penalty: 2389.959717
	Iteration 18Q: 3 clusters Score -145616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -145623.828125 Penalty: 2389.959717
	Iteration 19Q: 3 clusters Score -145623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145630.359375 Penalty: 2389.959717
	Iteration 20F: 3 clusters Score -145630.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145636.343750 Penalty: 2389.959717
	Iteration 21Q: 3 clusters Score -145636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145640.343750 Penalty: 2389.959717
	Iteration 22Q: 3 clusters Score -145640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145643.468750 Penalty: 2389.959717
	Iteration 23Q: 3 clusters Score -145643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145646.687500 Penalty: 2389.959717
	Iteration 24Q: 3 clusters Score -145646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145653.125000 Penalty: 2389.959717
	Iteration 25Q: 3 clusters Score -145653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145660.515625 Penalty: 2389.959717
	Iteration 26Q: 3 clusters Score -145660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145662.406250 Penalty: 2389.959717
	Iteration 27Q: 3 clusters Score -145662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145667.765625 Penalty: 2389.959717
	Iteration 28Q: 3 clusters Score -145667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145674.218750 Penalty: 2389.959717
	Iteration 29Q: 3 clusters Score -145674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145677.937500 Penalty: 2389.959717
	Iteration 30Q: 3 clusters Score -145677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145679.953125 Penalty: 2389.959717
	Iteration 31Q: 3 clusters Score -145680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145680.593750 Penalty: 2389.959717
	Iteration 32Q: 3 clusters Score -145680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145682.125000 Penalty: 2389.959717
	Iteration 33Q: 3 clusters Score -145682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145684.015625 Penalty: 2389.959717
	Iteration 34Q: 3 clusters Score -145684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145686.781250 Penalty: 2389.959717
	Iteration 35Q: 3 clusters Score -145686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145687.203125 Penalty: 2389.959717
	Iteration 36Q: 3 clusters Score -145687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145688.343750 Penalty: 2389.959717
	Iteration 37Q: 3 clusters Score -145688.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145688.343750 Penalty: 2389.959717
	Iteration 38F: 3 clusters Score -145688.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Entering Unmasked Estep 
Score: -2519561.250000 Penalty: 1639.808350
	Iteration 0F: 2 clusters Score -2519561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2503303.000000 Penalty: 3279.616699
	Iteration 0F: 3 clusters Score -2503303 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2509300.000000 Penalty: 3279.616699
	Iteration 1F: 3 clusters Score -2509300 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2509674.500000 Penalty: 3279.616699
	Iteration 2Q: 3 clusters Score -2509674 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2510013.000000 Penalty: 3279.616699
	Iteration 3Q: 3 clusters Score -2510013 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2510335.000000 Penalty: 3279.616699
	Iteration 4Q: 3 clusters Score -2510335 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2510649.500000 Penalty: 3279.616699
	Iteration 5Q: 3 clusters Score -2510650 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2511010.500000 Penalty: 3279.616699
	Iteration 6Q: 3 clusters Score -2511010 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2511480.500000 Penalty: 3279.616699
	Iteration 7Q: 3 clusters Score -2511480 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2512095.000000 Penalty: 3279.616699
	Iteration 8Q: 3 clusters Score -2512095 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2512816.000000 Penalty: 3279.616699
	Iteration 9Q: 3 clusters Score -2512816 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2513605.500000 Penalty: 3279.616699
	Iteration 10Q: 3 clusters Score -2513606 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2514161.000000 Penalty: 3279.616699
	Iteration 11Q: 3 clusters Score -2514161 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2514451.250000 Penalty: 3279.616699
	Iteration 12Q: 3 clusters Score -2514451 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2514588.250000 Penalty: 3279.616699
	Iteration 13Q: 3 clusters Score -2514588 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2514640.750000 Penalty: 3279.616699
	Iteration 14Q: 3 clusters Score -2514641 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2514670.000000 Penalty: 3279.616699
	Iteration 15Q: 3 clusters Score -2514670 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2514699.500000 Penalty: 3279.616699
	Iteration 16Q: 3 clusters Score -2514700 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2514730.000000 Penalty: 3279.616699
	Iteration 17Q: 3 clusters Score -2514730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2514751.750000 Penalty: 3279.616699
	Iteration 18Q: 3 clusters Score -2514752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2514761.500000 Penalty: 3279.616699
	Iteration 19Q: 3 clusters Score -2514762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2514788.000000 Penalty: 3279.616699
	Iteration 20F: 3 clusters Score -2514788 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2514795.750000 Penalty: 3279.616699
	Iteration 21Q: 3 clusters Score -2514796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2514815.500000 Penalty: 3279.616699
	Iteration 22Q: 3 clusters Score -2514816 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2514834.000000 Penalty: 3279.616699
	Iteration 23Q: 3 clusters Score -2514834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2514848.000000 Penalty: 3279.616699
	Iteration 24Q: 3 clusters Score -2514848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2514864.000000 Penalty: 3279.616699
	Iteration 25Q: 3 clusters Score -2514864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2514874.250000 Penalty: 3279.616699
	Iteration 26Q: 3 clusters Score -2514874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2514876.000000 Penalty: 3279.616699
	Iteration 27Q: 3 clusters Score -2514876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2514884.750000 Penalty: 3279.616699
	Iteration 28Q: 3 clusters Score -2514885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2514886.000000 Penalty: 3279.616699
	Iteration 29Q: 3 clusters Score -2514886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2514901.750000 Penalty: 3279.616699
	Iteration 30Q: 3 clusters Score -2514902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2514898.500000 Penalty: 3279.616699
	Iteration 31Q: 3 clusters Score -2514898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2514903.750000 Penalty: 3279.616699
	Iteration 32Q: 3 clusters Score -2514904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2514904.250000 Penalty: 3279.616699
	Iteration 33Q: 3 clusters Score -2514904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2514910.750000 Penalty: 3279.616699
	Iteration 34Q: 3 clusters Score -2514911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2514918.250000 Penalty: 3279.616699
	Iteration 35Q: 3 clusters Score -2514918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2514922.500000 Penalty: 3279.616699
	Iteration 36Q: 3 clusters Score -2514922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2514919.250000 Penalty: 3279.616699
	Iteration 37Q: 3 clusters Score -2514919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2514924.000000 Penalty: 3279.616699
	Iteration 38Q: 3 clusters Score -2514924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2514929.750000 Penalty: 3279.616699
	Iteration 39Q: 3 clusters Score -2514930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2514934.000000 Penalty: 3279.616699
	Iteration 40F: 3 clusters Score -2514934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2514934.500000 Penalty: 3279.616699
	Iteration 41Q: 3 clusters Score -2514934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2514942.750000 Penalty: 3279.616699
	Iteration 42Q: 3 clusters Score -2514943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2514945.500000 Penalty: 3279.616699
	Iteration 43Q: 3 clusters Score -2514946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2514946.750000 Penalty: 3279.616699
	Iteration 44Q: 3 clusters Score -2514947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2514948.750000 Penalty: 3279.616699
	Iteration 45Q: 3 clusters Score -2514949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2514952.000000 Penalty: 3279.616699
	Iteration 46Q: 3 clusters Score -2514952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2514950.250000 Penalty: 3279.616699
	Iteration 47Q: 3 clusters Score -2514950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2514948.000000 Penalty: 3279.616699
	Iteration 48Q: 3 clusters Score -2514948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2514955.500000 Penalty: 3279.616699
	Iteration 49Q: 3 clusters Score -2514956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2514953.500000 Penalty: 3279.616699
	Iteration 50Q: 3 clusters Score -2514954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2514961.000000 Penalty: 3279.616699
	Iteration 51Q: 3 clusters Score -2514961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2514966.750000 Penalty: 3279.616699
	Iteration 52Q: 3 clusters Score -2514967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2514969.250000 Penalty: 3279.616699
	Iteration 53Q: 3 clusters Score -2514969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2514968.750000 Penalty: 3279.616699
	Iteration 54Q: 3 clusters Score -2514969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2514967.500000 Penalty: 3279.616699
	Iteration 55Q: 3 clusters Score -2514968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2514968.500000 Penalty: 3279.616699
	Iteration 56Q: 3 clusters Score -2514968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2514967.750000 Penalty: 3279.616699
	Iteration 57Q: 3 clusters Score -2514968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2514970.000000 Penalty: 3279.616699
	Iteration 58Q: 3 clusters Score -2514970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2514973.250000 Penalty: 3279.616699
	Iteration 59Q: 3 clusters Score -2514973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2514972.000000 Penalty: 3279.616699
	Iteration 60F: 3 clusters Score -2514972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2514978.500000 Penalty: 3279.616699
	Iteration 61Q: 3 clusters Score -2514978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2514977.000000 Penalty: 3279.616699
	Iteration 62Q: 3 clusters Score -2514977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2514981.000000 Penalty: 3279.616699
	Iteration 63Q: 3 clusters Score -2514981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2514979.250000 Penalty: 3279.616699
	Iteration 64Q: 3 clusters Score -2514979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2514979.750000 Penalty: 3279.616699
	Iteration 65Q: 3 clusters Score -2514980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2514979.250000 Penalty: 3279.616699
	Iteration 66Q: 3 clusters Score -2514979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2514981.250000 Penalty: 3279.616699
	Iteration 67Q: 3 clusters Score -2514981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2514979.000000 Penalty: 3279.616699
	Iteration 68Q: 3 clusters Score -2514979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2514982.250000 Penalty: 3279.616699
	Iteration 69Q: 3 clusters Score -2514982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2514984.500000 Penalty: 3279.616699
	Iteration 70Q: 3 clusters Score -2514984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2514985.750000 Penalty: 3279.616699
	Iteration 71Q: 3 clusters Score -2514986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2514983.000000 Penalty: 3279.616699
	Iteration 72Q: 3 clusters Score -2514983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2514979.500000 Penalty: 3279.616699
	Iteration 73Q: 3 clusters Score -2514980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2514979.750000 Penalty: 3279.616699
	Iteration 74Q: 3 clusters Score -2514980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2514979.750000 Penalty: 3279.616699
	Iteration 75Q: 3 clusters Score -2514980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2514982.250000 Penalty: 3279.616699
	Iteration 76Q: 3 clusters Score -2514982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2514978.750000 Penalty: 3279.616699
	Iteration 77Q: 3 clusters Score -2514979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2514982.500000 Penalty: 3279.616699
	Iteration 78Q: 3 clusters Score -2514982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2514978.250000 Penalty: 3279.616699
	Iteration 79Q: 3 clusters Score -2514978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2514981.000000 Penalty: 3279.616699
	Iteration 80F: 3 clusters Score -2514981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2514982.000000 Penalty: 3279.616699
	Iteration 81Q: 3 clusters Score -2514982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2514981.000000 Penalty: 3279.616699
	Iteration 82Q: 3 clusters Score -2514981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2514982.750000 Penalty: 3279.616699
	Iteration 83Q: 3 clusters Score -2514983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2514979.000000 Penalty: 3279.616699
	Iteration 84Q: 3 clusters Score -2514979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2514980.250000 Penalty: 3279.616699
	Iteration 85Q: 3 clusters Score -2514980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2514978.000000 Penalty: 3279.616699
	Iteration 86Q: 3 clusters Score -2514978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2514976.000000 Penalty: 3279.616699
	Iteration 87Q: 3 clusters Score -2514976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2514975.250000 Penalty: 3279.616699
	Iteration 88Q: 3 clusters Score -2514975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2514976.000000 Penalty: 3279.616699
	Iteration 89Q: 3 clusters Score -2514976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2514975.500000 Penalty: 3279.616699
	Iteration 90Q: 3 clusters Score -2514976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2514978.500000 Penalty: 3279.616699
	Iteration 91Q: 3 clusters Score -2514978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2514979.000000 Penalty: 3279.616699
	Iteration 92Q: 3 clusters Score -2514979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2514977.750000 Penalty: 3279.616699
	Iteration 93Q: 3 clusters Score -2514978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2514980.500000 Penalty: 3279.616699
	Iteration 94Q: 3 clusters Score -2514980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2514980.750000 Penalty: 3279.616699
	Iteration 95Q: 3 clusters Score -2514981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2514978.000000 Penalty: 3279.616699
	Iteration 96Q: 3 clusters Score -2514978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2514979.000000 Penalty: 3279.616699
	Iteration 97Q: 3 clusters Score -2514979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2514979.500000 Penalty: 3279.616699
	Iteration 98Q: 3 clusters Score -2514980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2514980.250000 Penalty: 3279.616699
	Iteration 99Q: 3 clusters Score -2514980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2514980.750000 Penalty: 3279.616699
	Iteration 100F: 3 clusters Score -2514981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -233108.390625 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -233108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -230859.468750 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -230859.5 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -231373.390625 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -231373.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -231492.984375 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -231493 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -231552.718750 Penalty: 2507.705078
	Iteration 3Q: 3 clusters Score -231552.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -231596.093750 Penalty: 2507.705078
	Iteration 4Q: 3 clusters Score -231596.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -231614.531250 Penalty: 2507.705078
	Iteration 5Q: 3 clusters Score -231614.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -231629.468750 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -231629.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -231642.453125 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -231642.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -231651.781250 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -231651.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -231656.250000 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -231656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -231661.953125 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -231662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -231665.234375 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -231665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -231667.468750 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -231667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -231669.500000 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -231669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -231671.218750 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -231671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -231672.656250 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -231672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -231674.562500 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -231674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -231675.671875 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -231675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -231680.984375 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -231681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -231685.234375 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -231685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -231687.984375 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -231688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231690.625000 Penalty: 2507.705078
	Iteration 21Q: 3 clusters Score -231690.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -231693.593750 Penalty: 2507.705078
	Iteration 22Q: 3 clusters Score -231693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -231695.671875 Penalty: 2507.705078
	Iteration 23Q: 3 clusters Score -231695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -231696.343750 Penalty: 2507.705078
	Iteration 24Q: 3 clusters Score -231696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -231698.015625 Penalty: 2507.705078
	Iteration 25Q: 3 clusters Score -231698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -231700.937500 Penalty: 2507.705078
	Iteration 26Q: 3 clusters Score -231700.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -231703.437500 Penalty: 2507.705078
	Iteration 27Q: 3 clusters Score -231703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -231705.203125 Penalty: 2507.705078
	Iteration 28Q: 3 clusters Score -231705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -231706.828125 Penalty: 2507.705078
	Iteration 29Q: 3 clusters Score -231706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -231707.687500 Penalty: 2507.705078
	Iteration 30Q: 3 clusters Score -231707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -231709.046875 Penalty: 2507.705078
	Iteration 31Q: 3 clusters Score -231709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -231710.890625 Penalty: 2507.705078
	Iteration 32Q: 3 clusters Score -231710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -231712.718750 Penalty: 2507.705078
	Iteration 33Q: 3 clusters Score -231712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -231715.578125 Penalty: 2507.705078
	Iteration 34Q: 3 clusters Score -231715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -231717.796875 Penalty: 2507.705078
	Iteration 35Q: 3 clusters Score -231717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -231721.375000 Penalty: 2507.705078
	Iteration 36Q: 3 clusters Score -231721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -231726.250000 Penalty: 2507.705078
	Iteration 37Q: 3 clusters Score -231726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -231729.546875 Penalty: 2507.705078
	Iteration 38Q: 3 clusters Score -231729.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -231732.515625 Penalty: 2507.705078
	Iteration 39Q: 3 clusters Score -231732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -231735.625000 Penalty: 2507.705078
	Iteration 40F: 3 clusters Score -231735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -231738.843750 Penalty: 2507.705078
	Iteration 41Q: 3 clusters Score -231738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -231740.250000 Penalty: 2507.705078
	Iteration 42Q: 3 clusters Score -231740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -231740.250000 Penalty: 2507.705078
	Iteration 43F: 3 clusters Score -231740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Entering Unmasked Estep 
Score: -2340227.000000 Penalty: 1623.841553
	Iteration 0F: 2 clusters Score -2340227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2325450.250000 Penalty: 3247.683105
	Iteration 0F: 3 clusters Score -2325450 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2331149.000000 Penalty: 3247.683105
	Iteration 1F: 3 clusters Score -2331149 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2331802.250000 Penalty: 3247.683105
	Iteration 2F: 3 clusters Score -2331802 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2332533.750000 Penalty: 3247.683105
	Iteration 3F: 3 clusters Score -2332534 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2333412.000000 Penalty: 3247.683105
	Iteration 4F: 3 clusters Score -2333412 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2334239.250000 Penalty: 3247.683105
	Iteration 5F: 3 clusters Score -2334239 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2334995.250000 Penalty: 3247.683105
	Iteration 6F: 3 clusters Score -2334995 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2335705.000000 Penalty: 3247.683105
	Iteration 7F: 3 clusters Score -2335705 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2336324.000000 Penalty: 3247.683105
	Iteration 8Q: 3 clusters Score -2336324 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2336887.500000 Penalty: 3247.683105
	Iteration 9Q: 3 clusters Score -2336888 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2337356.750000 Penalty: 3247.683105
	Iteration 10Q: 3 clusters Score -2337357 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2337762.000000 Penalty: 3247.683105
	Iteration 11Q: 3 clusters Score -2337762 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2338073.750000 Penalty: 3247.683105
	Iteration 12Q: 3 clusters Score -2338074 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2338273.000000 Penalty: 3247.683105
	Iteration 13Q: 3 clusters Score -2338273 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2338425.250000 Penalty: 3247.683105
	Iteration 14Q: 3 clusters Score -2338425 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2338553.500000 Penalty: 3247.683105
	Iteration 15Q: 3 clusters Score -2338554 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2338665.500000 Penalty: 3247.683105
	Iteration 16Q: 3 clusters Score -2338666 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2338771.000000 Penalty: 3247.683105
	Iteration 17Q: 3 clusters Score -2338771 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2338830.750000 Penalty: 3247.683105
	Iteration 18Q: 3 clusters Score -2338831 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2338905.000000 Penalty: 3247.683105
	Iteration 19Q: 3 clusters Score -2338905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2338954.000000 Penalty: 3247.683105
	Iteration 20F: 3 clusters Score -2338954 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2339008.750000 Penalty: 3247.683105
	Iteration 21Q: 3 clusters Score -2339009 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2339040.000000 Penalty: 3247.683105
	Iteration 22Q: 3 clusters Score -2339040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2339068.500000 Penalty: 3247.683105
	Iteration 23Q: 3 clusters Score -2339068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2339093.000000 Penalty: 3247.683105
	Iteration 24Q: 3 clusters Score -2339093 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2339128.500000 Penalty: 3247.683105
	Iteration 25Q: 3 clusters Score -2339128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2339147.000000 Penalty: 3247.683105
	Iteration 26Q: 3 clusters Score -2339147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2339170.500000 Penalty: 3247.683105
	Iteration 27Q: 3 clusters Score -2339170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2339191.500000 Penalty: 3247.683105
	Iteration 28Q: 3 clusters Score -2339192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2339207.000000 Penalty: 3247.683105
	Iteration 29Q: 3 clusters Score -2339207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2339219.750000 Penalty: 3247.683105
	Iteration 30Q: 3 clusters Score -2339220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2339230.500000 Penalty: 3247.683105
	Iteration 31Q: 3 clusters Score -2339230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2339239.750000 Penalty: 3247.683105
	Iteration 32Q: 3 clusters Score -2339240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2339247.500000 Penalty: 3247.683105
	Iteration 33Q: 3 clusters Score -2339248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2339261.500000 Penalty: 3247.683105
	Iteration 34Q: 3 clusters Score -2339262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2339269.500000 Penalty: 3247.683105
	Iteration 35Q: 3 clusters Score -2339270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2339270.500000 Penalty: 3247.683105
	Iteration 36Q: 3 clusters Score -2339270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2339270.500000 Penalty: 3247.683105
	Iteration 37Q: 3 clusters Score -2339270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2339279.250000 Penalty: 3247.683105
	Iteration 38Q: 3 clusters Score -2339279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2339287.750000 Penalty: 3247.683105
	Iteration 39Q: 3 clusters Score -2339288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2339296.500000 Penalty: 3247.683105
	Iteration 40F: 3 clusters Score -2339296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2339303.000000 Penalty: 3247.683105
	Iteration 41Q: 3 clusters Score -2339303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2339306.000000 Penalty: 3247.683105
	Iteration 42Q: 3 clusters Score -2339306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2339306.500000 Penalty: 3247.683105
	Iteration 43Q: 3 clusters Score -2339306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2339306.000000 Penalty: 3247.683105
	Iteration 44Q: 3 clusters Score -2339306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2339310.250000 Penalty: 3247.683105
	Iteration 45Q: 3 clusters Score -2339310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2339315.000000 Penalty: 3247.683105
	Iteration 46Q: 3 clusters Score -2339315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2339319.500000 Penalty: 3247.683105
	Iteration 47Q: 3 clusters Score -2339320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2339316.500000 Penalty: 3247.683105
	Iteration 48Q: 3 clusters Score -2339316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2339323.250000 Penalty: 3247.683105
	Iteration 49Q: 3 clusters Score -2339323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2339319.250000 Penalty: 3247.683105
	Iteration 50Q: 3 clusters Score -2339319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2339332.250000 Penalty: 3247.683105
	Iteration 51Q: 3 clusters Score -2339332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2339334.500000 Penalty: 3247.683105
	Iteration 52Q: 3 clusters Score -2339334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2339347.000000 Penalty: 3247.683105
	Iteration 53Q: 3 clusters Score -2339347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2339351.750000 Penalty: 3247.683105
	Iteration 54Q: 3 clusters Score -2339352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2339358.250000 Penalty: 3247.683105
	Iteration 55Q: 3 clusters Score -2339358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2339357.750000 Penalty: 3247.683105
	Iteration 56Q: 3 clusters Score -2339358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2339365.750000 Penalty: 3247.683105
	Iteration 57Q: 3 clusters Score -2339366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2339371.250000 Penalty: 3247.683105
	Iteration 58Q: 3 clusters Score -2339371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2339381.250000 Penalty: 3247.683105
	Iteration 59Q: 3 clusters Score -2339381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2339400.750000 Penalty: 3247.683105
	Iteration 60F: 3 clusters Score -2339401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2339405.750000 Penalty: 3247.683105
	Iteration 61Q: 3 clusters Score -2339406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2339413.000000 Penalty: 3247.683105
	Iteration 62Q: 3 clusters Score -2339413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2339426.750000 Penalty: 3247.683105
	Iteration 63Q: 3 clusters Score -2339427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2339443.000000 Penalty: 3247.683105
	Iteration 64Q: 3 clusters Score -2339443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2339463.500000 Penalty: 3247.683105
	Iteration 65Q: 3 clusters Score -2339464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2339503.000000 Penalty: 3247.683105
	Iteration 66Q: 3 clusters Score -2339503 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2339548.750000 Penalty: 3247.683105
	Iteration 67Q: 3 clusters Score -2339549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2339584.750000 Penalty: 3247.683105
	Iteration 68Q: 3 clusters Score -2339585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2339653.500000 Penalty: 3247.683105
	Iteration 69Q: 3 clusters Score -2339654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2339726.250000 Penalty: 3247.683105
	Iteration 70Q: 3 clusters Score -2339726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2339778.500000 Penalty: 3247.683105
	Iteration 71Q: 3 clusters Score -2339778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2339802.500000 Penalty: 3247.683105
	Iteration 72Q: 3 clusters Score -2339802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2339820.000000 Penalty: 3247.683105
	Iteration 73Q: 3 clusters Score -2339820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2339845.750000 Penalty: 3247.683105
	Iteration 74Q: 3 clusters Score -2339846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2339857.750000 Penalty: 3247.683105
	Iteration 75Q: 3 clusters Score -2339858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2339865.750000 Penalty: 3247.683105
	Iteration 76Q: 3 clusters Score -2339866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2339865.750000 Penalty: 3247.683105
	Iteration 77Q: 3 clusters Score -2339866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2339872.500000 Penalty: 3247.683105
	Iteration 78Q: 3 clusters Score -2339872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2339871.000000 Penalty: 3247.683105
	Iteration 79Q: 3 clusters Score -2339871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2339872.750000 Penalty: 3247.683105
	Iteration 80F: 3 clusters Score -2339873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2339872.250000 Penalty: 3247.683105
	Iteration 81Q: 3 clusters Score -2339872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2339875.750000 Penalty: 3247.683105
	Iteration 82Q: 3 clusters Score -2339876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2339872.000000 Penalty: 3247.683105
	Iteration 83Q: 3 clusters Score -2339872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2339873.250000 Penalty: 3247.683105
	Iteration 84Q: 3 clusters Score -2339873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2339873.250000 Penalty: 3247.683105
	Iteration 85F: 3 clusters Score -2339873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Entering Unmasked Estep 
Score: -2749188.500000 Penalty: 1652.019653
	Iteration 0F: 2 clusters Score -2749188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2731620.750000 Penalty: 3304.039307
	Iteration 0F: 3 clusters Score -2731621 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2738268.750000 Penalty: 3304.039307
	Iteration 1F: 3 clusters Score -2738269 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2738678.500000 Penalty: 3304.039307
	Iteration 2Q: 3 clusters Score -2738678 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2739107.000000 Penalty: 3304.039307
	Iteration 3Q: 3 clusters Score -2739107 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2739524.500000 Penalty: 3304.039307
	Iteration 4Q: 3 clusters Score -2739524 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2739911.250000 Penalty: 3304.039307
	Iteration 5Q: 3 clusters Score -2739911 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2740345.250000 Penalty: 3304.039307
	Iteration 6Q: 3 clusters Score -2740345 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2740783.000000 Penalty: 3304.039307
	Iteration 7Q: 3 clusters Score -2740783 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2741293.750000 Penalty: 3304.039307
	Iteration 8Q: 3 clusters Score -2741294 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2741893.750000 Penalty: 3304.039307
	Iteration 9Q: 3 clusters Score -2741894 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2742547.000000 Penalty: 3304.039307
	Iteration 10Q: 3 clusters Score -2742547 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2743160.000000 Penalty: 3304.039307
	Iteration 11Q: 3 clusters Score -2743160 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2743721.500000 Penalty: 3304.039307
	Iteration 12Q: 3 clusters Score -2743722 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2744247.750000 Penalty: 3304.039307
	Iteration 13Q: 3 clusters Score -2744248 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2744683.750000 Penalty: 3304.039307
	Iteration 14Q: 3 clusters Score -2744684 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2745043.500000 Penalty: 3304.039307
	Iteration 15Q: 3 clusters Score -2745044 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2745339.000000 Penalty: 3304.039307
	Iteration 16Q: 3 clusters Score -2745339 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2745589.250000 Penalty: 3304.039307
	Iteration 17Q: 3 clusters Score -2745589 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2745856.000000 Penalty: 3304.039307
	Iteration 18Q: 3 clusters Score -2745856 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2746029.750000 Penalty: 3304.039307
	Iteration 19Q: 3 clusters Score -2746030 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2746174.000000 Penalty: 3304.039307
	Iteration 20F: 3 clusters Score -2746174 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2746301.750000 Penalty: 3304.039307
	Iteration 21Q: 3 clusters Score -2746302 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2746417.750000 Penalty: 3304.039307
	Iteration 22Q: 3 clusters Score -2746418 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2746514.000000 Penalty: 3304.039307
	Iteration 23Q: 3 clusters Score -2746514 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2746598.250000 Penalty: 3304.039307
	Iteration 24Q: 3 clusters Score -2746598 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2746661.250000 Penalty: 3304.039307
	Iteration 25Q: 3 clusters Score -2746661 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2746721.000000 Penalty: 3304.039307
	Iteration 26Q: 3 clusters Score -2746721 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2746772.000000 Penalty: 3304.039307
	Iteration 27Q: 3 clusters Score -2746772 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2746827.000000 Penalty: 3304.039307
	Iteration 28Q: 3 clusters Score -2746827 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2746874.250000 Penalty: 3304.039307
	Iteration 29Q: 3 clusters Score -2746874 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2746901.750000 Penalty: 3304.039307
	Iteration 30Q: 3 clusters Score -2746902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2746959.000000 Penalty: 3304.039307
	Iteration 31Q: 3 clusters Score -2746959 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2747001.250000 Penalty: 3304.039307
	Iteration 32Q: 3 clusters Score -2747001 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2747038.500000 Penalty: 3304.039307
	Iteration 33Q: 3 clusters Score -2747038 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2747096.500000 Penalty: 3304.039307
	Iteration 34Q: 3 clusters Score -2747096 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2747140.250000 Penalty: 3304.039307
	Iteration 35Q: 3 clusters Score -2747140 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2747181.500000 Penalty: 3304.039307
	Iteration 36Q: 3 clusters Score -2747182 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2747241.750000 Penalty: 3304.039307
	Iteration 37Q: 3 clusters Score -2747242 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2747278.500000 Penalty: 3304.039307
	Iteration 38Q: 3 clusters Score -2747278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2747309.250000 Penalty: 3304.039307
	Iteration 39Q: 3 clusters Score -2747309 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2747351.500000 Penalty: 3304.039307
	Iteration 40F: 3 clusters Score -2747352 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2747385.250000 Penalty: 3304.039307
	Iteration 41Q: 3 clusters Score -2747385 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2747419.000000 Penalty: 3304.039307
	Iteration 42Q: 3 clusters Score -2747419 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2747459.000000 Penalty: 3304.039307
	Iteration 43Q: 3 clusters Score -2747459 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2747489.500000 Penalty: 3304.039307
	Iteration 44Q: 3 clusters Score -2747490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2747520.250000 Penalty: 3304.039307
	Iteration 45Q: 3 clusters Score -2747520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2747556.000000 Penalty: 3304.039307
	Iteration 46Q: 3 clusters Score -2747556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2747587.000000 Penalty: 3304.039307
	Iteration 47Q: 3 clusters Score -2747587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2747604.500000 Penalty: 3304.039307
	Iteration 48Q: 3 clusters Score -2747604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2747618.500000 Penalty: 3304.039307
	Iteration 49Q: 3 clusters Score -2747618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2747637.750000 Penalty: 3304.039307
	Iteration 50Q: 3 clusters Score -2747638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2747650.750000 Penalty: 3304.039307
	Iteration 51Q: 3 clusters Score -2747651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2747664.250000 Penalty: 3304.039307
	Iteration 52Q: 3 clusters Score -2747664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2747679.000000 Penalty: 3304.039307
	Iteration 53Q: 3 clusters Score -2747679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2747682.000000 Penalty: 3304.039307
	Iteration 54Q: 3 clusters Score -2747682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2747699.000000 Penalty: 3304.039307
	Iteration 55Q: 3 clusters Score -2747699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2747712.250000 Penalty: 3304.039307
	Iteration 56Q: 3 clusters Score -2747712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2747722.750000 Penalty: 3304.039307
	Iteration 57Q: 3 clusters Score -2747723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2747726.500000 Penalty: 3304.039307
	Iteration 58Q: 3 clusters Score -2747726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2747735.500000 Penalty: 3304.039307
	Iteration 59Q: 3 clusters Score -2747736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2747737.500000 Penalty: 3304.039307
	Iteration 60F: 3 clusters Score -2747738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2747743.500000 Penalty: 3304.039307
	Iteration 61Q: 3 clusters Score -2747744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2747751.750000 Penalty: 3304.039307
	Iteration 62Q: 3 clusters Score -2747752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2747750.500000 Penalty: 3304.039307
	Iteration 63Q: 3 clusters Score -2747750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2747760.250000 Penalty: 3304.039307
	Iteration 64Q: 3 clusters Score -2747760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2747764.750000 Penalty: 3304.039307
	Iteration 65Q: 3 clusters Score -2747765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2747769.250000 Penalty: 3304.039307
	Iteration 66Q: 3 clusters Score -2747769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2747775.250000 Penalty: 3304.039307
	Iteration 67Q: 3 clusters Score -2747775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2747774.000000 Penalty: 3304.039307
	Iteration 68Q: 3 clusters Score -2747774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2747776.500000 Penalty: 3304.039307
	Iteration 69Q: 3 clusters Score -2747776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2747785.000000 Penalty: 3304.039307
	Iteration 70Q: 3 clusters Score -2747785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2747792.000000 Penalty: 3304.039307
	Iteration 71Q: 3 clusters Score -2747792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2747794.500000 Penalty: 3304.039307
	Iteration 72Q: 3 clusters Score -2747794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2747796.500000 Penalty: 3304.039307
	Iteration 73Q: 3 clusters Score -2747796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2747801.250000 Penalty: 3304.039307
	Iteration 74Q: 3 clusters Score -2747801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2747800.750000 Penalty: 3304.039307
	Iteration 75Q: 3 clusters Score -2747801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2747806.500000 Penalty: 3304.039307
	Iteration 76Q: 3 clusters Score -2747806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2747804.250000 Penalty: 3304.039307
	Iteration 77Q: 3 clusters Score -2747804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2747808.250000 Penalty: 3304.039307
	Iteration 78Q: 3 clusters Score -2747808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2747809.750000 Penalty: 3304.039307
	Iteration 79Q: 3 clusters Score -2747810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2747809.250000 Penalty: 3304.039307
	Iteration 80F: 3 clusters Score -2747809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2747812.250000 Penalty: 3304.039307
	Iteration 81Q: 3 clusters Score -2747812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2747816.750000 Penalty: 3304.039307
	Iteration 82Q: 3 clusters Score -2747817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2747817.750000 Penalty: 3304.039307
	Iteration 83Q: 3 clusters Score -2747818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2747813.750000 Penalty: 3304.039307
	Iteration 84Q: 3 clusters Score -2747814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2747815.500000 Penalty: 3304.039307
	Iteration 85Q: 3 clusters Score -2747816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -2747820.000000 Penalty: 3304.039307
	Iteration 86Q: 3 clusters Score -2747820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2747825.250000 Penalty: 3304.039307
	Iteration 87Q: 3 clusters Score -2747825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2747828.750000 Penalty: 3304.039307
	Iteration 88Q: 3 clusters Score -2747829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2747831.000000 Penalty: 3304.039307
	Iteration 89Q: 3 clusters Score -2747831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2747834.250000 Penalty: 3304.039307
	Iteration 90Q: 3 clusters Score -2747834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2747839.250000 Penalty: 3304.039307
	Iteration 91Q: 3 clusters Score -2747839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2747844.250000 Penalty: 3304.039307
	Iteration 92Q: 3 clusters Score -2747844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2747847.000000 Penalty: 3304.039307
	Iteration 93Q: 3 clusters Score -2747847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2747852.000000 Penalty: 3304.039307
	Iteration 94Q: 3 clusters Score -2747852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -2747855.250000 Penalty: 3304.039307
	Iteration 95Q: 3 clusters Score -2747855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2747851.250000 Penalty: 3304.039307
	Iteration 96Q: 3 clusters Score -2747851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2747854.000000 Penalty: 3304.039307
	Iteration 97Q: 3 clusters Score -2747854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2747852.500000 Penalty: 3304.039307
	Iteration 98Q: 3 clusters Score -2747852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2747854.500000 Penalty: 3304.039307
	Iteration 99Q: 3 clusters Score -2747854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2747857.250000 Penalty: 3304.039307
	Iteration 100F: 3 clusters Score -2747857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2747858.750000 Penalty: 3304.039307
	Iteration 101Q: 3 clusters Score -2747859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -2747860.500000 Penalty: 3304.039307
	Iteration 102Q: 3 clusters Score -2747860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -2747862.000000 Penalty: 3304.039307
	Iteration 103Q: 3 clusters Score -2747862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2747858.750000 Penalty: 3304.039307
	Iteration 104Q: 3 clusters Score -2747859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2747862.000000 Penalty: 3304.039307
	Iteration 105Q: 3 clusters Score -2747862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2747862.000000 Penalty: 3304.039307
	Iteration 106F: 3 clusters Score -2747862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -439498.187500 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -439498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -436147.500000 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -436147.5 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -437010.531250 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -437010.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -437168.875000 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -437168.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -437262.875000 Penalty: 2698.719482
	Iteration 3Q: 3 clusters Score -437262.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -437329.281250 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -437329.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -437379.406250 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -437379.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -437416.437500 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -437416.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -437458.593750 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -437458.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -437496.687500 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -437496.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -437542.312500 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -437542.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -437586.468750 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -437586.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -437630.875000 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -437630.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -437673.843750 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -437673.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -437706.218750 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -437706.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -437748.750000 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -437748.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -437798.125000 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -437798.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -437841.968750 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -437842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -437878.406250 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -437878.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -437903.968750 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -437904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -437933.843750 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -437933.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -437967.500000 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -437967.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -437992.906250 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -437992.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -438010.937500 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -438010.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -438022.531250 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -438022.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -438037.531250 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -438037.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -438054.125000 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -438054.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -438068.812500 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -438068.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -438078.437500 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -438078.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -438084.500000 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -438084.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -438086.906250 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -438086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -438090.656250 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -438090.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -438095.593750 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -438095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -438102.562500 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -438102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -438106.843750 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -438106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -438109.093750 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -438109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -438111.593750 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -438111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -438112.312500 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -438112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -438113.656250 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -438113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -438113.500000 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -438113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -438114.625000 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -438114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -438114.812500 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -438114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -51729.378906 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -51729.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50591.898438 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -50591.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50806.855469 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -50806.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50856.769531 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -50856.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50875.218750 Penalty: 2084.374023
	Iteration 3Q: 3 clusters Score -50875.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50897.421875 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -50897.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50912.414062 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -50912.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50915.699219 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -50915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50918.679688 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -50918.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50922.054688 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -50922.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50927.507812 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -50927.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50931.992188 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -50931.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50938.125000 Penalty: 2084.374023
	Iteration 11Q: 3 clusters Score -50938.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50956.117188 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -50956.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50965.785156 Penalty: 2084.374023
	Iteration 13Q: 3 clusters Score -50965.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50973.253906 Penalty: 2084.374023
	Iteration 14Q: 3 clusters Score -50973.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50978.234375 Penalty: 2084.374023
	Iteration 15Q: 3 clusters Score -50978.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50979.679688 Penalty: 2084.374023
	Iteration 16Q: 3 clusters Score -50979.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50980.839844 Penalty: 2084.374023
	Iteration 17Q: 3 clusters Score -50980.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50986.156250 Penalty: 2084.374023
	Iteration 18Q: 3 clusters Score -50986.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50993.972656 Penalty: 2084.374023
	Iteration 19Q: 3 clusters Score -50993.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50996.683594 Penalty: 2084.374023
	Iteration 20F: 3 clusters Score -50996.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50997.210938 Penalty: 2084.374023
	Iteration 21Q: 3 clusters Score -50997.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50997.210938 Penalty: 2084.374023
	Iteration 22F: 3 clusters Score -50997.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Entering Unmasked Estep 
Score: -705362.437500 Penalty: 1437.438843
	Iteration 0F: 2 clusters Score -705362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -700132.812500 Penalty: 2874.877686
	Iteration 0F: 3 clusters Score -700132.8 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -701899.187500 Penalty: 2874.877686
	Iteration 1F: 3 clusters Score -701899.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -702273.812500 Penalty: 2874.877686
	Iteration 2F: 3 clusters Score -702273.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -702681.062500 Penalty: 2874.877686
	Iteration 3F: 3 clusters Score -702681.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -703074.812500 Penalty: 2874.877686
	Iteration 4F: 3 clusters Score -703074.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -703326.687500 Penalty: 2874.877686
	Iteration 5F: 3 clusters Score -703326.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -703495.187500 Penalty: 2874.877686
	Iteration 6Q: 3 clusters Score -703495.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -703645.312500 Penalty: 2874.877686
	Iteration 7Q: 3 clusters Score -703645.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -703769.000000 Penalty: 2874.877686
	Iteration 8Q: 3 clusters Score -703769 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -703910.125000 Penalty: 2874.877686
	Iteration 9Q: 3 clusters Score -703910.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -704053.687500 Penalty: 2874.877686
	Iteration 10Q: 3 clusters Score -704053.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -704199.625000 Penalty: 2874.877686
	Iteration 11Q: 3 clusters Score -704199.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -704312.437500 Penalty: 2874.877686
	Iteration 12Q: 3 clusters Score -704312.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -704406.312500 Penalty: 2874.877686
	Iteration 13Q: 3 clusters Score -704406.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -704479.562500 Penalty: 2874.877686
	Iteration 14Q: 3 clusters Score -704479.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -704529.562500 Penalty: 2874.877686
	Iteration 15Q: 3 clusters Score -704529.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -704572.437500 Penalty: 2874.877686
	Iteration 16Q: 3 clusters Score -704572.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -704598.250000 Penalty: 2874.877686
	Iteration 17Q: 3 clusters Score -704598.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -704618.812500 Penalty: 2874.877686
	Iteration 18Q: 3 clusters Score -704618.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -704641.750000 Penalty: 2874.877686
	Iteration 19Q: 3 clusters Score -704641.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -704661.500000 Penalty: 2874.877686
	Iteration 20F: 3 clusters Score -704661.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -704680.312500 Penalty: 2874.877686
	Iteration 21Q: 3 clusters Score -704680.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -704691.750000 Penalty: 2874.877686
	Iteration 22Q: 3 clusters Score -704691.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -704703.750000 Penalty: 2874.877686
	Iteration 23Q: 3 clusters Score -704703.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -704712.187500 Penalty: 2874.877686
	Iteration 24Q: 3 clusters Score -704712.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -704716.312500 Penalty: 2874.877686
	Iteration 25Q: 3 clusters Score -704716.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -704720.062500 Penalty: 2874.877686
	Iteration 26Q: 3 clusters Score -704720.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -704723.000000 Penalty: 2874.877686
	Iteration 27Q: 3 clusters Score -704723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -704724.875000 Penalty: 2874.877686
	Iteration 28Q: 3 clusters Score -704724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -704725.750000 Penalty: 2874.877686
	Iteration 29Q: 3 clusters Score -704725.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -704728.312500 Penalty: 2874.877686
	Iteration 30Q: 3 clusters Score -704728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -704732.062500 Penalty: 2874.877686
	Iteration 31Q: 3 clusters Score -704732.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -704732.562500 Penalty: 2874.877686
	Iteration 32Q: 3 clusters Score -704732.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -704736.000000 Penalty: 2874.877686
	Iteration 33Q: 3 clusters Score -704736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -704738.500000 Penalty: 2874.877686
	Iteration 34Q: 3 clusters Score -704738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -704738.875000 Penalty: 2874.877686
	Iteration 35Q: 3 clusters Score -704738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -704742.187500 Penalty: 2874.877686
	Iteration 36Q: 3 clusters Score -704742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -704746.312500 Penalty: 2874.877686
	Iteration 37Q: 3 clusters Score -704746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -704749.312500 Penalty: 2874.877686
	Iteration 38Q: 3 clusters Score -704749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -704751.125000 Penalty: 2874.877686
	Iteration 39Q: 3 clusters Score -704751.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -704754.812500 Penalty: 2874.877686
	Iteration 40F: 3 clusters Score -704754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -704756.812500 Penalty: 2874.877686
	Iteration 41Q: 3 clusters Score -704756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -704758.562500 Penalty: 2874.877686
	Iteration 42Q: 3 clusters Score -704758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -704759.750000 Penalty: 2874.877686
	Iteration 43Q: 3 clusters Score -704759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -704760.062500 Penalty: 2874.877686
	Iteration 44Q: 3 clusters Score -704760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -704760.875000 Penalty: 2874.877686
	Iteration 45Q: 3 clusters Score -704760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -704760.875000 Penalty: 2874.877686
	Iteration 46F: 3 clusters Score -704760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (109998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Entering Unmasked Estep 
Score: -11925831.000000 Penalty: 1886.335327
	Iteration 0F: 2 clusters Score -1.192583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -11852802.000000 Penalty: 3772.670654
	Iteration 0F: 3 clusters Score -1.18528e+07 nChanged 52950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -11883139.000000 Penalty: 3772.670654
	Iteration 1F: 3 clusters Score -1.188314e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -11883959.000000 Penalty: 3772.670654
	Iteration 2Q: 3 clusters Score -1.188396e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -11884927.000000 Penalty: 3772.670654
	Iteration 3Q: 3 clusters Score -1.188493e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -11886804.000000 Penalty: 3772.670654
	Iteration 4Q: 3 clusters Score -1.18868e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -11890387.000000 Penalty: 3772.670654
	Iteration 5F: 3 clusters Score -1.189039e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -11896897.000000 Penalty: 3772.670654
	Iteration 6F: 3 clusters Score -1.18969e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -11907025.000000 Penalty: 3772.670654
	Iteration 7F: 3 clusters Score -1.190702e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -11916447.000000 Penalty: 3772.670654
	Iteration 8F: 3 clusters Score -1.191645e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -11921655.000000 Penalty: 3772.670654
	Iteration 9Q: 3 clusters Score -1.192166e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -11923441.000000 Penalty: 3772.670654
	Iteration 10Q: 3 clusters Score -1.192344e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -11923975.000000 Penalty: 3772.670654
	Iteration 11Q: 3 clusters Score -1.192398e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109855 members 
Entering Unmasked Estep 
Score: -11924062.000000 Penalty: 3772.670654
	Iteration 12Q: 3 clusters Score -1.192406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109872 members 
Entering Unmasked Estep 
Score: -11924097.000000 Penalty: 3772.670654
	Iteration 13Q: 3 clusters Score -1.19241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -11924147.000000 Penalty: 3772.670654
	Iteration 14Q: 3 clusters Score -1.192415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -11924171.000000 Penalty: 3772.670654
	Iteration 15Q: 3 clusters Score -1.192417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -11924189.000000 Penalty: 3772.670654
	Iteration 16Q: 3 clusters Score -1.192419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -11924196.000000 Penalty: 3772.670654
	Iteration 17Q: 3 clusters Score -1.19242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109888 members 
Entering Unmasked Estep 
Score: -11924200.000000 Penalty: 3772.670654
	Iteration 18Q: 3 clusters Score -1.19242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109890 members 
Entering Unmasked Estep 
Score: -11924202.000000 Penalty: 3772.670654
	Iteration 19Q: 3 clusters Score -1.19242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109889 members 
Entering Unmasked Estep 
Score: -11924208.000000 Penalty: 3772.670654
	Iteration 20F: 3 clusters Score -1.192421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -603049.187500 Penalty: 1409.584839
	Iteration 0F: 2 clusters Score -603049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -598540.750000 Penalty: 2819.169678
	Iteration 0F: 3 clusters Score -598540.8 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -599887.437500 Penalty: 2819.169678
	Iteration 1F: 3 clusters Score -599887.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -600108.437500 Penalty: 2819.169678
	Iteration 2F: 3 clusters Score -600108.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -600272.750000 Penalty: 2819.169678
	Iteration 3F: 3 clusters Score -600272.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -600421.500000 Penalty: 2819.169678
	Iteration 4Q: 3 clusters Score -600421.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -600573.500000 Penalty: 2819.169678
	Iteration 5Q: 3 clusters Score -600573.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -600732.625000 Penalty: 2819.169678
	Iteration 6Q: 3 clusters Score -600732.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -600904.125000 Penalty: 2819.169678
	Iteration 7Q: 3 clusters Score -600904.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -601058.375000 Penalty: 2819.169678
	Iteration 8Q: 3 clusters Score -601058.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -601184.062500 Penalty: 2819.169678
	Iteration 9Q: 3 clusters Score -601184.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -601311.125000 Penalty: 2819.169678
	Iteration 10Q: 3 clusters Score -601311.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -601414.937500 Penalty: 2819.169678
	Iteration 11Q: 3 clusters Score -601414.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -601498.625000 Penalty: 2819.169678
	Iteration 12Q: 3 clusters Score -601498.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -601592.125000 Penalty: 2819.169678
	Iteration 13Q: 3 clusters Score -601592.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -601685.562500 Penalty: 2819.169678
	Iteration 14Q: 3 clusters Score -601685.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -601753.750000 Penalty: 2819.169678
	Iteration 15Q: 3 clusters Score -601753.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -601809.125000 Penalty: 2819.169678
	Iteration 16Q: 3 clusters Score -601809.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -601845.437500 Penalty: 2819.169678
	Iteration 17Q: 3 clusters Score -601845.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -601871.000000 Penalty: 2819.169678
	Iteration 18Q: 3 clusters Score -601871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -601886.875000 Penalty: 2819.169678
	Iteration 19Q: 3 clusters Score -601886.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -601897.000000 Penalty: 2819.169678
	Iteration 20F: 3 clusters Score -601897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -601903.812500 Penalty: 2819.169678
	Iteration 21Q: 3 clusters Score -601903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -601907.625000 Penalty: 2819.169678
	Iteration 22Q: 3 clusters Score -601907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -601909.500000 Penalty: 2819.169678
	Iteration 23Q: 3 clusters Score -601909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -601911.812500 Penalty: 2819.169678
	Iteration 24Q: 3 clusters Score -601911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -601913.812500 Penalty: 2819.169678
	Iteration 25Q: 3 clusters Score -601913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -601915.687500 Penalty: 2819.169678
	Iteration 26Q: 3 clusters Score -601915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -601918.562500 Penalty: 2819.169678
	Iteration 27Q: 3 clusters Score -601918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -601920.187500 Penalty: 2819.169678
	Iteration 28Q: 3 clusters Score -601920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -601922.562500 Penalty: 2819.169678
	Iteration 29Q: 3 clusters Score -601922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -601925.312500 Penalty: 2819.169678
	Iteration 30Q: 3 clusters Score -601925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -601926.437500 Penalty: 2819.169678
	Iteration 31Q: 3 clusters Score -601926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -601926.875000 Penalty: 2819.169678
	Iteration 32Q: 3 clusters Score -601926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -601926.875000 Penalty: 2819.169678
	Iteration 33F: 3 clusters Score -601926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -27924.044922 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -27924.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27036.914062 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -27036.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27188.673828 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -27188.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27298.732422 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -27298.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27352.853516 Penalty: 1881.737183
	Iteration 3F: 3 clusters Score -27352.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27421.162109 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -27421.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27453.466797 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -27453.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27470.070312 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -27470.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27477.689453 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -27477.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27502.652344 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -27502.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27524.507812 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -27524.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27527.761719 Penalty: 1881.737183
	Iteration 10Q: 3 clusters Score -27527.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27528.712891 Penalty: 1881.737183
	Iteration 11Q: 3 clusters Score -27528.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27528.712891 Penalty: 1881.737183
	Iteration 12F: 3 clusters Score -27528.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Entering Unmasked Estep 
Score: -733059.062500 Penalty: 1442.869019
	Iteration 0F: 2 clusters Score -733059.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -727707.562500 Penalty: 2885.738037
	Iteration 0F: 3 clusters Score -727707.6 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -729442.750000 Penalty: 2885.738037
	Iteration 1F: 3 clusters Score -729442.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -729819.000000 Penalty: 2885.738037
	Iteration 2F: 3 clusters Score -729819 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -730178.625000 Penalty: 2885.738037
	Iteration 3F: 3 clusters Score -730178.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -730532.500000 Penalty: 2885.738037
	Iteration 4F: 3 clusters Score -730532.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -730861.062500 Penalty: 2885.738037
	Iteration 5F: 3 clusters Score -730861.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -731138.875000 Penalty: 2885.738037
	Iteration 6F: 3 clusters Score -731138.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -731350.000000 Penalty: 2885.738037
	Iteration 7Q: 3 clusters Score -731350 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -731519.625000 Penalty: 2885.738037
	Iteration 8Q: 3 clusters Score -731519.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -731656.312500 Penalty: 2885.738037
	Iteration 9Q: 3 clusters Score -731656.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -731748.937500 Penalty: 2885.738037
	Iteration 10Q: 3 clusters Score -731748.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -731813.437500 Penalty: 2885.738037
	Iteration 11Q: 3 clusters Score -731813.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -731854.187500 Penalty: 2885.738037
	Iteration 12Q: 3 clusters Score -731854.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -731876.562500 Penalty: 2885.738037
	Iteration 13Q: 3 clusters Score -731876.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -731895.250000 Penalty: 2885.738037
	Iteration 14Q: 3 clusters Score -731895.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -731910.562500 Penalty: 2885.738037
	Iteration 15Q: 3 clusters Score -731910.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -731918.812500 Penalty: 2885.738037
	Iteration 16Q: 3 clusters Score -731918.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -731923.812500 Penalty: 2885.738037
	Iteration 17Q: 3 clusters Score -731923.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -731930.437500 Penalty: 2885.738037
	Iteration 18Q: 3 clusters Score -731930.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -731933.437500 Penalty: 2885.738037
	Iteration 19Q: 3 clusters Score -731933.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -731937.687500 Penalty: 2885.738037
	Iteration 20F: 3 clusters Score -731937.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -731945.750000 Penalty: 2885.738037
	Iteration 21Q: 3 clusters Score -731945.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -731956.062500 Penalty: 2885.738037
	Iteration 22Q: 3 clusters Score -731956.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -731964.062500 Penalty: 2885.738037
	Iteration 23Q: 3 clusters Score -731964.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -731972.562500 Penalty: 2885.738037
	Iteration 24Q: 3 clusters Score -731972.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -731979.625000 Penalty: 2885.738037
	Iteration 25Q: 3 clusters Score -731979.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -731988.125000 Penalty: 2885.738037
	Iteration 26Q: 3 clusters Score -731988.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -731995.375000 Penalty: 2885.738037
	Iteration 27Q: 3 clusters Score -731995.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -732005.625000 Penalty: 2885.738037
	Iteration 28Q: 3 clusters Score -732005.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -732011.187500 Penalty: 2885.738037
	Iteration 29Q: 3 clusters Score -732011.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -732019.437500 Penalty: 2885.738037
	Iteration 30Q: 3 clusters Score -732019.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -732029.375000 Penalty: 2885.738037
	Iteration 31Q: 3 clusters Score -732029.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -732044.750000 Penalty: 2885.738037
	Iteration 32Q: 3 clusters Score -732044.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -732064.000000 Penalty: 2885.738037
	Iteration 33Q: 3 clusters Score -732064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -732086.125000 Penalty: 2885.738037
	Iteration 34Q: 3 clusters Score -732086.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -732111.187500 Penalty: 2885.738037
	Iteration 35Q: 3 clusters Score -732111.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -732138.875000 Penalty: 2885.738037
	Iteration 36Q: 3 clusters Score -732138.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -732161.187500 Penalty: 2885.738037
	Iteration 37Q: 3 clusters Score -732161.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -732184.937500 Penalty: 2885.738037
	Iteration 38Q: 3 clusters Score -732184.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -732210.312500 Penalty: 2885.738037
	Iteration 39Q: 3 clusters Score -732210.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -732235.500000 Penalty: 2885.738037
	Iteration 40F: 3 clusters Score -732235.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -732261.062500 Penalty: 2885.738037
	Iteration 41Q: 3 clusters Score -732261.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -732290.062500 Penalty: 2885.738037
	Iteration 42Q: 3 clusters Score -732290.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -732311.187500 Penalty: 2885.738037
	Iteration 43Q: 3 clusters Score -732311.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -732329.000000 Penalty: 2885.738037
	Iteration 44Q: 3 clusters Score -732329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -732337.250000 Penalty: 2885.738037
	Iteration 45Q: 3 clusters Score -732337.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -732350.000000 Penalty: 2885.738037
	Iteration 46Q: 3 clusters Score -732350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -732355.812500 Penalty: 2885.738037
	Iteration 47Q: 3 clusters Score -732355.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -732362.187500 Penalty: 2885.738037
	Iteration 48Q: 3 clusters Score -732362.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -732365.750000 Penalty: 2885.738037
	Iteration 49Q: 3 clusters Score -732365.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -732367.375000 Penalty: 2885.738037
	Iteration 50Q: 3 clusters Score -732367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -732369.375000 Penalty: 2885.738037
	Iteration 51Q: 3 clusters Score -732369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -732372.375000 Penalty: 2885.738037
	Iteration 52Q: 3 clusters Score -732372.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -732376.062500 Penalty: 2885.738037
	Iteration 53Q: 3 clusters Score -732376.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -732380.187500 Penalty: 2885.738037
	Iteration 54Q: 3 clusters Score -732380.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -732387.875000 Penalty: 2885.738037
	Iteration 55Q: 3 clusters Score -732387.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -732390.500000 Penalty: 2885.738037
	Iteration 56Q: 3 clusters Score -732390.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -732396.000000 Penalty: 2885.738037
	Iteration 57Q: 3 clusters Score -732396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -732400.875000 Penalty: 2885.738037
	Iteration 58Q: 3 clusters Score -732400.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -732408.000000 Penalty: 2885.738037
	Iteration 59Q: 3 clusters Score -732408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -732413.062500 Penalty: 2885.738037
	Iteration 60F: 3 clusters Score -732413.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -732417.812500 Penalty: 2885.738037
	Iteration 61Q: 3 clusters Score -732417.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -732422.625000 Penalty: 2885.738037
	Iteration 62Q: 3 clusters Score -732422.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -732428.187500 Penalty: 2885.738037
	Iteration 63Q: 3 clusters Score -732428.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -732432.187500 Penalty: 2885.738037
	Iteration 64Q: 3 clusters Score -732432.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -732438.687500 Penalty: 2885.738037
	Iteration 65Q: 3 clusters Score -732438.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -732448.125000 Penalty: 2885.738037
	Iteration 66Q: 3 clusters Score -732448.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -732456.750000 Penalty: 2885.738037
	Iteration 67Q: 3 clusters Score -732456.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -732463.187500 Penalty: 2885.738037
	Iteration 68Q: 3 clusters Score -732463.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -732471.000000 Penalty: 2885.738037
	Iteration 69Q: 3 clusters Score -732471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -732478.000000 Penalty: 2885.738037
	Iteration 70Q: 3 clusters Score -732478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -732480.687500 Penalty: 2885.738037
	Iteration 71Q: 3 clusters Score -732480.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -732485.937500 Penalty: 2885.738037
	Iteration 72Q: 3 clusters Score -732485.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -732493.062500 Penalty: 2885.738037
	Iteration 73Q: 3 clusters Score -732493.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -732493.562500 Penalty: 2885.738037
	Iteration 74Q: 3 clusters Score -732493.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -732495.562500 Penalty: 2885.738037
	Iteration 75Q: 3 clusters Score -732495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -732495.437500 Penalty: 2885.738037
	Iteration 76Q: 3 clusters Score -732495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -732495.687500 Penalty: 2885.738037
	Iteration 77Q: 3 clusters Score -732495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -732496.000000 Penalty: 2885.738037
	Iteration 78Q: 3 clusters Score -732496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -732497.437500 Penalty: 2885.738037
	Iteration 79Q: 3 clusters Score -732497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -732498.875000 Penalty: 2885.738037
	Iteration 80F: 3 clusters Score -732498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -732498.937500 Penalty: 2885.738037
	Iteration 81Q: 3 clusters Score -732498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -732503.125000 Penalty: 2885.738037
	Iteration 82Q: 3 clusters Score -732503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -732501.375000 Penalty: 2885.738037
	Iteration 83Q: 3 clusters Score -732501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -732504.500000 Penalty: 2885.738037
	Iteration 84Q: 3 clusters Score -732504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -732504.500000 Penalty: 2885.738037
	Iteration 85Q: 3 clusters Score -732504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -732506.937500 Penalty: 2885.738037
	Iteration 86Q: 3 clusters Score -732506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -732508.812500 Penalty: 2885.738037
	Iteration 87Q: 3 clusters Score -732508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -732511.937500 Penalty: 2885.738037
	Iteration 88Q: 3 clusters Score -732511.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -732517.000000 Penalty: 2885.738037
	Iteration 89Q: 3 clusters Score -732517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -732519.562500 Penalty: 2885.738037
	Iteration 90Q: 3 clusters Score -732519.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -732523.000000 Penalty: 2885.738037
	Iteration 91Q: 3 clusters Score -732523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -732525.062500 Penalty: 2885.738037
	Iteration 92Q: 3 clusters Score -732525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -732528.750000 Penalty: 2885.738037
	Iteration 93Q: 3 clusters Score -732528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -732531.500000 Penalty: 2885.738037
	Iteration 94Q: 3 clusters Score -732531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -732533.875000 Penalty: 2885.738037
	Iteration 95Q: 3 clusters Score -732533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -732537.000000 Penalty: 2885.738037
	Iteration 96Q: 3 clusters Score -732537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -732538.312500 Penalty: 2885.738037
	Iteration 97Q: 3 clusters Score -732538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -732539.437500 Penalty: 2885.738037
	Iteration 98Q: 3 clusters Score -732539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -732538.187500 Penalty: 2885.738037
	Iteration 99Q: 3 clusters Score -732538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -732537.750000 Penalty: 2885.738037
	Iteration 100F: 3 clusters Score -732537.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -157962.703125 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -157962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -156106.875000 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -156106.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -156556.000000 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -156556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -156716.609375 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -156716.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -156805.203125 Penalty: 2410.322998
	Iteration 3F: 3 clusters Score -156805.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -156852.093750 Penalty: 2410.322998
	Iteration 4Q: 3 clusters Score -156852.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -156880.968750 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -156881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -156905.125000 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -156905.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -156927.718750 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -156927.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -156945.484375 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -156945.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156957.656250 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -156957.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156962.500000 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -156962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156967.218750 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -156967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156969.859375 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -156969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156970.718750 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -156970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156971.046875 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -156971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156971.609375 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -156971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156971.609375 Penalty: 2410.322998
	Iteration 16F: 3 clusters Score -156971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -19083.964844 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -19083.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18420.619141 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -18420.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18576.974609 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -18576.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18654.238281 Penalty: 1802.182617
	Iteration 2F: 3 clusters Score -18654.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18699.031250 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -18699.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18740.402344 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -18740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18778.007812 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -18778.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18802.636719 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -18802.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18816.251953 Penalty: 1802.182617
	Iteration 7Q: 3 clusters Score -18816.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18818.970703 Penalty: 1802.182617
	Iteration 8Q: 3 clusters Score -18818.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18822.244141 Penalty: 1802.182617
	Iteration 9Q: 3 clusters Score -18822.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18822.244141 Penalty: 1802.182617
	Iteration 10F: 3 clusters Score -18822.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Entering Unmasked Estep 
Score: -1550599.625000 Penalty: 1553.925049
	Iteration 0F: 2 clusters Score -1550600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1540675.250000 Penalty: 3107.850098
	Iteration 0F: 3 clusters Score -1540675 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1544084.625000 Penalty: 3107.850098
	Iteration 1F: 3 clusters Score -1544085 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1544295.125000 Penalty: 3107.850098
	Iteration 2Q: 3 clusters Score -1544295 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1544462.125000 Penalty: 3107.850098
	Iteration 3Q: 3 clusters Score -1544462 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1544605.750000 Penalty: 3107.850098
	Iteration 4Q: 3 clusters Score -1544606 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1544773.750000 Penalty: 3107.850098
	Iteration 5Q: 3 clusters Score -1544774 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1544964.250000 Penalty: 3107.850098
	Iteration 6Q: 3 clusters Score -1544964 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1545178.250000 Penalty: 3107.850098
	Iteration 7Q: 3 clusters Score -1545178 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1545433.375000 Penalty: 3107.850098
	Iteration 8Q: 3 clusters Score -1545433 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1545733.125000 Penalty: 3107.850098
	Iteration 9Q: 3 clusters Score -1545733 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1546095.625000 Penalty: 3107.850098
	Iteration 10Q: 3 clusters Score -1546096 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1546481.375000 Penalty: 3107.850098
	Iteration 11Q: 3 clusters Score -1546481 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1546975.125000 Penalty: 3107.850098
	Iteration 12Q: 3 clusters Score -1546975 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1547551.375000 Penalty: 3107.850098
	Iteration 13Q: 3 clusters Score -1547551 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1548036.625000 Penalty: 3107.850098
	Iteration 14Q: 3 clusters Score -1548037 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1548326.875000 Penalty: 3107.850098
	Iteration 15Q: 3 clusters Score -1548327 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1548497.625000 Penalty: 3107.850098
	Iteration 16Q: 3 clusters Score -1548498 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1548611.375000 Penalty: 3107.850098
	Iteration 17Q: 3 clusters Score -1548611 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1548684.125000 Penalty: 3107.850098
	Iteration 18Q: 3 clusters Score -1548684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1548728.125000 Penalty: 3107.850098
	Iteration 19Q: 3 clusters Score -1548728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1548772.750000 Penalty: 3107.850098
	Iteration 20F: 3 clusters Score -1548773 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1548812.625000 Penalty: 3107.850098
	Iteration 21Q: 3 clusters Score -1548813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1548846.375000 Penalty: 3107.850098
	Iteration 22Q: 3 clusters Score -1548846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1548879.625000 Penalty: 3107.850098
	Iteration 23Q: 3 clusters Score -1548880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1548916.125000 Penalty: 3107.850098
	Iteration 24Q: 3 clusters Score -1548916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1548965.750000 Penalty: 3107.850098
	Iteration 25Q: 3 clusters Score -1548966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1548994.125000 Penalty: 3107.850098
	Iteration 26Q: 3 clusters Score -1548994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1549020.125000 Penalty: 3107.850098
	Iteration 27Q: 3 clusters Score -1549020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1549042.625000 Penalty: 3107.850098
	Iteration 28Q: 3 clusters Score -1549043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1549061.875000 Penalty: 3107.850098
	Iteration 29Q: 3 clusters Score -1549062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1549076.875000 Penalty: 3107.850098
	Iteration 30Q: 3 clusters Score -1549077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1549092.000000 Penalty: 3107.850098
	Iteration 31Q: 3 clusters Score -1549092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1549105.250000 Penalty: 3107.850098
	Iteration 32Q: 3 clusters Score -1549105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1549124.750000 Penalty: 3107.850098
	Iteration 33Q: 3 clusters Score -1549125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1549141.250000 Penalty: 3107.850098
	Iteration 34Q: 3 clusters Score -1549141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1549162.125000 Penalty: 3107.850098
	Iteration 35Q: 3 clusters Score -1549162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1549170.875000 Penalty: 3107.850098
	Iteration 36Q: 3 clusters Score -1549171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1549173.250000 Penalty: 3107.850098
	Iteration 37Q: 3 clusters Score -1549173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1549179.750000 Penalty: 3107.850098
	Iteration 38Q: 3 clusters Score -1549180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1549188.625000 Penalty: 3107.850098
	Iteration 39Q: 3 clusters Score -1549189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1549194.875000 Penalty: 3107.850098
	Iteration 40F: 3 clusters Score -1549195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1549201.375000 Penalty: 3107.850098
	Iteration 41Q: 3 clusters Score -1549201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1549214.125000 Penalty: 3107.850098
	Iteration 42Q: 3 clusters Score -1549214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1549233.500000 Penalty: 3107.850098
	Iteration 43Q: 3 clusters Score -1549234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1549241.000000 Penalty: 3107.850098
	Iteration 44Q: 3 clusters Score -1549241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1549248.625000 Penalty: 3107.850098
	Iteration 45Q: 3 clusters Score -1549249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1549252.875000 Penalty: 3107.850098
	Iteration 46Q: 3 clusters Score -1549253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1549254.875000 Penalty: 3107.850098
	Iteration 47Q: 3 clusters Score -1549255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1549262.375000 Penalty: 3107.850098
	Iteration 48Q: 3 clusters Score -1549262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1549264.750000 Penalty: 3107.850098
	Iteration 49Q: 3 clusters Score -1549265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1549267.375000 Penalty: 3107.850098
	Iteration 50Q: 3 clusters Score -1549267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1549277.500000 Penalty: 3107.850098
	Iteration 51Q: 3 clusters Score -1549278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1549278.000000 Penalty: 3107.850098
	Iteration 52Q: 3 clusters Score -1549278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1549282.500000 Penalty: 3107.850098
	Iteration 53Q: 3 clusters Score -1549282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1549284.375000 Penalty: 3107.850098
	Iteration 54Q: 3 clusters Score -1549284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1549288.625000 Penalty: 3107.850098
	Iteration 55Q: 3 clusters Score -1549289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1549291.750000 Penalty: 3107.850098
	Iteration 56Q: 3 clusters Score -1549292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1549297.375000 Penalty: 3107.850098
	Iteration 57Q: 3 clusters Score -1549297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1549300.000000 Penalty: 3107.850098
	Iteration 58Q: 3 clusters Score -1549300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1549309.875000 Penalty: 3107.850098
	Iteration 59Q: 3 clusters Score -1549310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1549316.500000 Penalty: 3107.850098
	Iteration 60F: 3 clusters Score -1549316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1549322.875000 Penalty: 3107.850098
	Iteration 61Q: 3 clusters Score -1549323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1549328.375000 Penalty: 3107.850098
	Iteration 62Q: 3 clusters Score -1549328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1549339.000000 Penalty: 3107.850098
	Iteration 63Q: 3 clusters Score -1549339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1549342.500000 Penalty: 3107.850098
	Iteration 64Q: 3 clusters Score -1549342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1549346.375000 Penalty: 3107.850098
	Iteration 65Q: 3 clusters Score -1549346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1549347.875000 Penalty: 3107.850098
	Iteration 66Q: 3 clusters Score -1549348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1549352.375000 Penalty: 3107.850098
	Iteration 67Q: 3 clusters Score -1549352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1549353.750000 Penalty: 3107.850098
	Iteration 68Q: 3 clusters Score -1549354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1549354.875000 Penalty: 3107.850098
	Iteration 69Q: 3 clusters Score -1549355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1549355.750000 Penalty: 3107.850098
	Iteration 70Q: 3 clusters Score -1549356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1549358.000000 Penalty: 3107.850098
	Iteration 71Q: 3 clusters Score -1549358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1549358.250000 Penalty: 3107.850098
	Iteration 72Q: 3 clusters Score -1549358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1549359.500000 Penalty: 3107.850098
	Iteration 73Q: 3 clusters Score -1549360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1549358.625000 Penalty: 3107.850098
	Iteration 74Q: 3 clusters Score -1549359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1549358.625000 Penalty: 3107.850098
	Iteration 75F: 3 clusters Score -1549359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -429057.906250 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -429057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -425655.312500 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -425655.3 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -426605.468750 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -426605.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -426829.468750 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -426829.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -427005.187500 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -427005.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -427136.281250 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -427136.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -427258.031250 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -427258 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -427370.281250 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -427370.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -427504.812500 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -427504.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -427646.406250 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -427646.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -427784.625000 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -427784.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -427873.593750 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -427873.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -427958.843750 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -427958.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -428023.906250 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -428023.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -428077.937500 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -428077.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -428112.843750 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -428112.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -428142.500000 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -428142.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -428162.125000 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -428162.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -428183.250000 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -428183.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -428205.062500 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -428205.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -428215.843750 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -428215.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -428225.937500 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -428225.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -428234.312500 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -428234.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -428239.531250 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -428239.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -428242.531250 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -428242.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -428249.156250 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -428249.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -428255.968750 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -428256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -428263.062500 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -428263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -428269.593750 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -428269.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -428275.468750 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -428275.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -428279.187500 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -428279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -428283.906250 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -428283.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -428287.437500 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -428287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -428289.281250 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -428289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -428291.593750 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -428291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -428291.625000 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -428291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -428293.187500 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -428293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -428295.281250 Penalty: 2704.857178
	Iteration 36Q: 3 clusters Score -428295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -428297.062500 Penalty: 2704.857178
	Iteration 37Q: 3 clusters Score -428297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -428297.687500 Penalty: 2704.857178
	Iteration 38Q: 3 clusters Score -428297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -428299.468750 Penalty: 2704.857178
	Iteration 39Q: 3 clusters Score -428299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -428300.437500 Penalty: 2704.857178
	Iteration 40F: 3 clusters Score -428300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -428302.406250 Penalty: 2704.857178
	Iteration 41Q: 3 clusters Score -428302.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -428304.281250 Penalty: 2704.857178
	Iteration 42Q: 3 clusters Score -428304.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -428307.812500 Penalty: 2704.857178
	Iteration 43Q: 3 clusters Score -428307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -428310.312500 Penalty: 2704.857178
	Iteration 44Q: 3 clusters Score -428310.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -428312.250000 Penalty: 2704.857178
	Iteration 45Q: 3 clusters Score -428312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -428313.718750 Penalty: 2704.857178
	Iteration 46Q: 3 clusters Score -428313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -428314.343750 Penalty: 2704.857178
	Iteration 47Q: 3 clusters Score -428314.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -428317.968750 Penalty: 2704.857178
	Iteration 48Q: 3 clusters Score -428318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -428320.281250 Penalty: 2704.857178
	Iteration 49Q: 3 clusters Score -428320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -428322.406250 Penalty: 2704.857178
	Iteration 50Q: 3 clusters Score -428322.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -428327.000000 Penalty: 2704.857178
	Iteration 51Q: 3 clusters Score -428327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -428330.031250 Penalty: 2704.857178
	Iteration 52Q: 3 clusters Score -428330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -428334.187500 Penalty: 2704.857178
	Iteration 53Q: 3 clusters Score -428334.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -428339.812500 Penalty: 2704.857178
	Iteration 54Q: 3 clusters Score -428339.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -428343.343750 Penalty: 2704.857178
	Iteration 55Q: 3 clusters Score -428343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -428346.625000 Penalty: 2704.857178
	Iteration 56Q: 3 clusters Score -428346.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -428351.250000 Penalty: 2704.857178
	Iteration 57Q: 3 clusters Score -428351.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -428357.593750 Penalty: 2704.857178
	Iteration 58Q: 3 clusters Score -428357.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -428362.437500 Penalty: 2704.857178
	Iteration 59Q: 3 clusters Score -428362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -428364.937500 Penalty: 2704.857178
	Iteration 60F: 3 clusters Score -428364.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -428368.656250 Penalty: 2704.857178
	Iteration 61Q: 3 clusters Score -428368.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -428371.750000 Penalty: 2704.857178
	Iteration 62Q: 3 clusters Score -428371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -428374.500000 Penalty: 2704.857178
	Iteration 63Q: 3 clusters Score -428374.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -428379.687500 Penalty: 2704.857178
	Iteration 64Q: 3 clusters Score -428379.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -428386.281250 Penalty: 2704.857178
	Iteration 65Q: 3 clusters Score -428386.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -428392.406250 Penalty: 2704.857178
	Iteration 66Q: 3 clusters Score -428392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -428402.156250 Penalty: 2704.857178
	Iteration 67Q: 3 clusters Score -428402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -428411.625000 Penalty: 2704.857178
	Iteration 68Q: 3 clusters Score -428411.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -428421.312500 Penalty: 2704.857178
	Iteration 69Q: 3 clusters Score -428421.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -428431.687500 Penalty: 2704.857178
	Iteration 70Q: 3 clusters Score -428431.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -428443.093750 Penalty: 2704.857178
	Iteration 71Q: 3 clusters Score -428443.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -428449.093750 Penalty: 2704.857178
	Iteration 72Q: 3 clusters Score -428449.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -428456.593750 Penalty: 2704.857178
	Iteration 73Q: 3 clusters Score -428456.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -428467.625000 Penalty: 2704.857178
	Iteration 74Q: 3 clusters Score -428467.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428477.406250 Penalty: 2704.857178
	Iteration 75Q: 3 clusters Score -428477.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -428487.125000 Penalty: 2704.857178
	Iteration 76Q: 3 clusters Score -428487.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -428497.875000 Penalty: 2704.857178
	Iteration 77Q: 3 clusters Score -428497.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -428514.187500 Penalty: 2704.857178
	Iteration 78Q: 3 clusters Score -428514.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428526.906250 Penalty: 2704.857178
	Iteration 79Q: 3 clusters Score -428526.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -428533.781250 Penalty: 2704.857178
	Iteration 80F: 3 clusters Score -428533.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -428538.531250 Penalty: 2704.857178
	Iteration 81Q: 3 clusters Score -428538.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -428543.687500 Penalty: 2704.857178
	Iteration 82Q: 3 clusters Score -428543.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -428549.187500 Penalty: 2704.857178
	Iteration 83Q: 3 clusters Score -428549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -428553.343750 Penalty: 2704.857178
	Iteration 84Q: 3 clusters Score -428553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -428555.343750 Penalty: 2704.857178
	Iteration 85Q: 3 clusters Score -428555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -428556.625000 Penalty: 2704.857178
	Iteration 86Q: 3 clusters Score -428556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -428559.343750 Penalty: 2704.857178
	Iteration 87Q: 3 clusters Score -428559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -428560.562500 Penalty: 2704.857178
	Iteration 88Q: 3 clusters Score -428560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -428561.031250 Penalty: 2704.857178
	Iteration 89Q: 3 clusters Score -428561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -428561.062500 Penalty: 2704.857178
	Iteration 90Q: 3 clusters Score -428561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -428563.000000 Penalty: 2704.857178
	Iteration 91Q: 3 clusters Score -428563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -428563.156250 Penalty: 2704.857178
	Iteration 92Q: 3 clusters Score -428563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -428562.500000 Penalty: 2704.857178
	Iteration 93Q: 3 clusters Score -428562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -428564.218750 Penalty: 2704.857178
	Iteration 94Q: 3 clusters Score -428564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -428565.125000 Penalty: 2704.857178
	Iteration 95Q: 3 clusters Score -428565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -428568.031250 Penalty: 2704.857178
	Iteration 96Q: 3 clusters Score -428568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -428568.125000 Penalty: 2704.857178
	Iteration 97Q: 3 clusters Score -428568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -428569.375000 Penalty: 2704.857178
	Iteration 98Q: 3 clusters Score -428569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -428569.781250 Penalty: 2704.857178
	Iteration 99Q: 3 clusters Score -428569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -428570.062500 Penalty: 2704.857178
	Iteration 100F: 3 clusters Score -428570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -428570.187500 Penalty: 2704.857178
	Iteration 101Q: 3 clusters Score -428570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -428570.187500 Penalty: 2704.857178
	Iteration 102F: 3 clusters Score -428570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Entering Unmasked Estep 
Score: -1289721.500000 Penalty: 1523.300781
	Iteration 0F: 2 clusters Score -1289722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1281460.250000 Penalty: 3046.601562
	Iteration 0F: 3 clusters Score -1281460 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1284200.375000 Penalty: 3046.601562
	Iteration 1F: 3 clusters Score -1284200 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1284398.875000 Penalty: 3046.601562
	Iteration 2F: 3 clusters Score -1284399 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1284559.750000 Penalty: 3046.601562
	Iteration 3Q: 3 clusters Score -1284560 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1284720.875000 Penalty: 3046.601562
	Iteration 4Q: 3 clusters Score -1284721 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1284871.625000 Penalty: 3046.601562
	Iteration 5Q: 3 clusters Score -1284872 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1285044.125000 Penalty: 3046.601562
	Iteration 6Q: 3 clusters Score -1285044 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1285311.000000 Penalty: 3046.601562
	Iteration 7Q: 3 clusters Score -1285311 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1285677.000000 Penalty: 3046.601562
	Iteration 8Q: 3 clusters Score -1285677 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1286147.125000 Penalty: 3046.601562
	Iteration 9F: 3 clusters Score -1286147 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1286722.625000 Penalty: 3046.601562
	Iteration 10F: 3 clusters Score -1286723 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1287313.625000 Penalty: 3046.601562
	Iteration 11F: 3 clusters Score -1287314 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1287812.625000 Penalty: 3046.601562
	Iteration 12Q: 3 clusters Score -1287813 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1288112.625000 Penalty: 3046.601562
	Iteration 13Q: 3 clusters Score -1288113 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1288296.000000 Penalty: 3046.601562
	Iteration 14Q: 3 clusters Score -1288296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1288390.875000 Penalty: 3046.601562
	Iteration 15Q: 3 clusters Score -1288391 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1288432.750000 Penalty: 3046.601562
	Iteration 16Q: 3 clusters Score -1288433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1288457.875000 Penalty: 3046.601562
	Iteration 17Q: 3 clusters Score -1288458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1288481.375000 Penalty: 3046.601562
	Iteration 18Q: 3 clusters Score -1288481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1288503.375000 Penalty: 3046.601562
	Iteration 19Q: 3 clusters Score -1288503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1288510.750000 Penalty: 3046.601562
	Iteration 20F: 3 clusters Score -1288511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1288512.000000 Penalty: 3046.601562
	Iteration 21Q: 3 clusters Score -1288512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1288516.125000 Penalty: 3046.601562
	Iteration 22Q: 3 clusters Score -1288516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1288518.750000 Penalty: 3046.601562
	Iteration 23Q: 3 clusters Score -1288519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1288521.500000 Penalty: 3046.601562
	Iteration 24Q: 3 clusters Score -1288522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1288523.750000 Penalty: 3046.601562
	Iteration 25Q: 3 clusters Score -1288524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1288525.750000 Penalty: 3046.601562
	Iteration 26Q: 3 clusters Score -1288526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1288529.000000 Penalty: 3046.601562
	Iteration 27Q: 3 clusters Score -1288529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1288530.000000 Penalty: 3046.601562
	Iteration 28Q: 3 clusters Score -1288530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1288530.125000 Penalty: 3046.601562
	Iteration 29Q: 3 clusters Score -1288530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1288531.875000 Penalty: 3046.601562
	Iteration 30Q: 3 clusters Score -1288532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1288535.375000 Penalty: 3046.601562
	Iteration 31Q: 3 clusters Score -1288535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1288533.625000 Penalty: 3046.601562
	Iteration 32Q: 3 clusters Score -1288534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1288535.250000 Penalty: 3046.601562
	Iteration 33Q: 3 clusters Score -1288535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1288533.750000 Penalty: 3046.601562
	Iteration 34Q: 3 clusters Score -1288534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1288535.625000 Penalty: 3046.601562
	Iteration 35Q: 3 clusters Score -1288536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1288535.875000 Penalty: 3046.601562
	Iteration 36Q: 3 clusters Score -1288536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1288538.375000 Penalty: 3046.601562
	Iteration 37Q: 3 clusters Score -1288538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1288540.500000 Penalty: 3046.601562
	Iteration 38Q: 3 clusters Score -1288540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1288538.125000 Penalty: 3046.601562
	Iteration 39Q: 3 clusters Score -1288538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1288540.750000 Penalty: 3046.601562
	Iteration 40F: 3 clusters Score -1288541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1288539.625000 Penalty: 3046.601562
	Iteration 41Q: 3 clusters Score -1288540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1288539.875000 Penalty: 3046.601562
	Iteration 42Q: 3 clusters Score -1288540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1288539.625000 Penalty: 3046.601562
	Iteration 43Q: 3 clusters Score -1288540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1288538.000000 Penalty: 3046.601562
	Iteration 44Q: 3 clusters Score -1288538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1288538.875000 Penalty: 3046.601562
	Iteration 45Q: 3 clusters Score -1288539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1288543.625000 Penalty: 3046.601562
	Iteration 46Q: 3 clusters Score -1288544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1288545.250000 Penalty: 3046.601562
	Iteration 47Q: 3 clusters Score -1288545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1288546.250000 Penalty: 3046.601562
	Iteration 48Q: 3 clusters Score -1288546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1288546.250000 Penalty: 3046.601562
	Iteration 49F: 3 clusters Score -1288546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -176216.718750 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -176216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -174261.296875 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -174261.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -174728.750000 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -174728.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -174935.406250 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -174935.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -175078.250000 Penalty: 2433.877197
	Iteration 3F: 3 clusters Score -175078.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -175170.984375 Penalty: 2433.877197
	Iteration 4Q: 3 clusters Score -175171 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175249.953125 Penalty: 2433.877197
	Iteration 5Q: 3 clusters Score -175250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -175338.140625 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -175338.1 nChanged 60
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: -175450.546875 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -175450.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -175585.000000 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -175585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -175671.687500 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -175671.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -175746.421875 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -175746.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175795.593750 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -175795.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175834.484375 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -175834.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175869.203125 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -175869.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175899.437500 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -175899.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175917.906250 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -175917.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175936.375000 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -175936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175947.750000 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -175947.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175956.578125 Penalty: 2433.877197
	Iteration 18Q: 3 clusters Score -175956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -175962.234375 Penalty: 2433.877197
	Iteration 19Q: 3 clusters Score -175962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175967.062500 Penalty: 2433.877197
	Iteration 20F: 3 clusters Score -175967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175969.437500 Penalty: 2433.877197
	Iteration 21Q: 3 clusters Score -175969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175973.656250 Penalty: 2433.877197
	Iteration 22Q: 3 clusters Score -175973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175978.546875 Penalty: 2433.877197
	Iteration 23Q: 3 clusters Score -175978.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175983.015625 Penalty: 2433.877197
	Iteration 24Q: 3 clusters Score -175983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175986.531250 Penalty: 2433.877197
	Iteration 25Q: 3 clusters Score -175986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175988.343750 Penalty: 2433.877197
	Iteration 26Q: 3 clusters Score -175988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -175990.265625 Penalty: 2433.877197
	Iteration 27Q: 3 clusters Score -175990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175991.578125 Penalty: 2433.877197
	Iteration 28Q: 3 clusters Score -175991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -175993.312500 Penalty: 2433.877197
	Iteration 29Q: 3 clusters Score -175993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175996.718750 Penalty: 2433.877197
	Iteration 30Q: 3 clusters Score -175996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175997.718750 Penalty: 2433.877197
	Iteration 31Q: 3 clusters Score -175997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -175998.921875 Penalty: 2433.877197
	Iteration 32Q: 3 clusters Score -175998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176000.843750 Penalty: 2433.877197
	Iteration 33Q: 3 clusters Score -176000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176001.031250 Penalty: 2433.877197
	Iteration 34Q: 3 clusters Score -176001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176001.031250 Penalty: 2433.877197
	Iteration 35F: 3 clusters Score -176001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -465709.375000 Penalty: 1369.821777
	Iteration 0F: 2 clusters Score -465709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -462040.968750 Penalty: 2739.643555
	Iteration 0F: 3 clusters Score -462041 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -462959.562500 Penalty: 2739.643555
	Iteration 1F: 3 clusters Score -462959.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -463145.312500 Penalty: 2739.643555
	Iteration 2F: 3 clusters Score -463145.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -463287.281250 Penalty: 2739.643555
	Iteration 3F: 3 clusters Score -463287.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -463414.781250 Penalty: 2739.643555
	Iteration 4Q: 3 clusters Score -463414.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -463531.281250 Penalty: 2739.643555
	Iteration 5Q: 3 clusters Score -463531.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -463643.593750 Penalty: 2739.643555
	Iteration 6Q: 3 clusters Score -463643.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -463744.031250 Penalty: 2739.643555
	Iteration 7Q: 3 clusters Score -463744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -463848.437500 Penalty: 2739.643555
	Iteration 8Q: 3 clusters Score -463848.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -463955.500000 Penalty: 2739.643555
	Iteration 9Q: 3 clusters Score -463955.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -464071.687500 Penalty: 2739.643555
	Iteration 10Q: 3 clusters Score -464071.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -464185.187500 Penalty: 2739.643555
	Iteration 11Q: 3 clusters Score -464185.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -464283.906250 Penalty: 2739.643555
	Iteration 12Q: 3 clusters Score -464283.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -464374.843750 Penalty: 2739.643555
	Iteration 13Q: 3 clusters Score -464374.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -464449.937500 Penalty: 2739.643555
	Iteration 14Q: 3 clusters Score -464449.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -464527.000000 Penalty: 2739.643555
	Iteration 15Q: 3 clusters Score -464527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -464580.218750 Penalty: 2739.643555
	Iteration 16Q: 3 clusters Score -464580.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -464616.250000 Penalty: 2739.643555
	Iteration 17Q: 3 clusters Score -464616.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -464658.250000 Penalty: 2739.643555
	Iteration 18Q: 3 clusters Score -464658.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -464693.875000 Penalty: 2739.643555
	Iteration 19Q: 3 clusters Score -464693.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -464720.718750 Penalty: 2739.643555
	Iteration 20F: 3 clusters Score -464720.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -464737.187500 Penalty: 2739.643555
	Iteration 21Q: 3 clusters Score -464737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -464751.281250 Penalty: 2739.643555
	Iteration 22Q: 3 clusters Score -464751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -464757.937500 Penalty: 2739.643555
	Iteration 23Q: 3 clusters Score -464757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -464762.343750 Penalty: 2739.643555
	Iteration 24Q: 3 clusters Score -464762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -464767.781250 Penalty: 2739.643555
	Iteration 25Q: 3 clusters Score -464767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -464770.531250 Penalty: 2739.643555
	Iteration 26Q: 3 clusters Score -464770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -464771.406250 Penalty: 2739.643555
	Iteration 27Q: 3 clusters Score -464771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -464771.718750 Penalty: 2739.643555
	Iteration 28Q: 3 clusters Score -464771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -464773.875000 Penalty: 2739.643555
	Iteration 29Q: 3 clusters Score -464773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -464774.656250 Penalty: 2739.643555
	Iteration 30Q: 3 clusters Score -464774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -464775.500000 Penalty: 2739.643555
	Iteration 31Q: 3 clusters Score -464775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -464777.000000 Penalty: 2739.643555
	Iteration 32Q: 3 clusters Score -464777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -464778.093750 Penalty: 2739.643555
	Iteration 33Q: 3 clusters Score -464778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -464779.875000 Penalty: 2739.643555
	Iteration 34Q: 3 clusters Score -464779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -464781.906250 Penalty: 2739.643555
	Iteration 35Q: 3 clusters Score -464781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -464782.062500 Penalty: 2739.643555
	Iteration 36Q: 3 clusters Score -464782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -464784.593750 Penalty: 2739.643555
	Iteration 37Q: 3 clusters Score -464784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -464788.906250 Penalty: 2739.643555
	Iteration 38Q: 3 clusters Score -464788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -464790.093750 Penalty: 2739.643555
	Iteration 39Q: 3 clusters Score -464790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -464791.593750 Penalty: 2739.643555
	Iteration 40F: 3 clusters Score -464791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -544836.875000 Penalty: 1393.971802
	Iteration 0F: 2 clusters Score -544836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -540657.062500 Penalty: 2787.943604
	Iteration 0F: 3 clusters Score -540657.1 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -542027.875000 Penalty: 2787.943604
	Iteration 1F: 3 clusters Score -542027.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -542393.250000 Penalty: 2787.943604
	Iteration 2F: 3 clusters Score -542393.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -542679.000000 Penalty: 2787.943604
	Iteration 3F: 3 clusters Score -542679 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -542957.500000 Penalty: 2787.943604
	Iteration 4F: 3 clusters Score -542957.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -543194.750000 Penalty: 2787.943604
	Iteration 5F: 3 clusters Score -543194.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -543369.125000 Penalty: 2787.943604
	Iteration 6Q: 3 clusters Score -543369.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -543501.687500 Penalty: 2787.943604
	Iteration 7Q: 3 clusters Score -543501.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -543587.875000 Penalty: 2787.943604
	Iteration 8Q: 3 clusters Score -543587.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -543648.375000 Penalty: 2787.943604
	Iteration 9Q: 3 clusters Score -543648.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -543683.625000 Penalty: 2787.943604
	Iteration 10Q: 3 clusters Score -543683.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -543700.625000 Penalty: 2787.943604
	Iteration 11Q: 3 clusters Score -543700.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -543715.250000 Penalty: 2787.943604
	Iteration 12Q: 3 clusters Score -543715.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -543742.875000 Penalty: 2787.943604
	Iteration 13Q: 3 clusters Score -543742.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -543817.250000 Penalty: 2787.943604
	Iteration 14Q: 3 clusters Score -543817.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -543897.562500 Penalty: 2787.943604
	Iteration 15Q: 3 clusters Score -543897.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -543936.937500 Penalty: 2787.943604
	Iteration 16Q: 3 clusters Score -543936.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -543961.625000 Penalty: 2787.943604
	Iteration 17Q: 3 clusters Score -543961.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -543974.625000 Penalty: 2787.943604
	Iteration 18Q: 3 clusters Score -543974.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -543981.250000 Penalty: 2787.943604
	Iteration 19Q: 3 clusters Score -543981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -543982.562500 Penalty: 2787.943604
	Iteration 20F: 3 clusters Score -543982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -543984.625000 Penalty: 2787.943604
	Iteration 21Q: 3 clusters Score -543984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -543985.312500 Penalty: 2787.943604
	Iteration 22Q: 3 clusters Score -543985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -543986.437500 Penalty: 2787.943604
	Iteration 23Q: 3 clusters Score -543986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -543987.562500 Penalty: 2787.943604
	Iteration 24Q: 3 clusters Score -543987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -543987.500000 Penalty: 2787.943604
	Iteration 25Q: 3 clusters Score -543987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -543987.500000 Penalty: 2787.943604
	Iteration 26F: 3 clusters Score -543987.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (59181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Entering Unmasked Estep 
Score: -6114984.500000 Penalty: 1785.607788
	Iteration 0F: 2 clusters Score -6114984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -6075382.000000 Penalty: 3571.215576
	Iteration 0F: 3 clusters Score -6075382 nChanged 27953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -6091462.000000 Penalty: 3571.215576
	Iteration 1F: 3 clusters Score -6091462 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -6092282.000000 Penalty: 3571.215576
	Iteration 2Q: 3 clusters Score -6092282 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -6093238.500000 Penalty: 3571.215576
	Iteration 3Q: 3 clusters Score -6093238 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -6094623.000000 Penalty: 3571.215576
	Iteration 4F: 3 clusters Score -6094623 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -6096474.500000 Penalty: 3571.215576
	Iteration 5F: 3 clusters Score -6096474 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -6098913.000000 Penalty: 3571.215576
	Iteration 6F: 3 clusters Score -6098913 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -6101837.500000 Penalty: 3571.215576
	Iteration 7F: 3 clusters Score -6101838 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -6104712.000000 Penalty: 3571.215576
	Iteration 8F: 3 clusters Score -6104712 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -6107370.000000 Penalty: 3571.215576
	Iteration 9F: 3 clusters Score -6107370 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -6109378.000000 Penalty: 3571.215576
	Iteration 10Q: 3 clusters Score -6109378 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -6110896.000000 Penalty: 3571.215576
	Iteration 11Q: 3 clusters Score -6110896 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6111921.000000 Penalty: 3571.215576
	Iteration 12Q: 3 clusters Score -6111921 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6112749.000000 Penalty: 3571.215576
	Iteration 13Q: 3 clusters Score -6112749 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6113416.500000 Penalty: 3571.215576
	Iteration 14Q: 3 clusters Score -6113416 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -6113794.000000 Penalty: 3571.215576
	Iteration 15Q: 3 clusters Score -6113794 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6114007.500000 Penalty: 3571.215576
	Iteration 16Q: 3 clusters Score -6114008 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6114190.000000 Penalty: 3571.215576
	Iteration 17Q: 3 clusters Score -6114190 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6114321.500000 Penalty: 3571.215576
	Iteration 18Q: 3 clusters Score -6114322 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -6114435.000000 Penalty: 3571.215576
	Iteration 19Q: 3 clusters Score -6114435 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6114549.000000 Penalty: 3571.215576
	Iteration 20F: 3 clusters Score -6114549 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6114617.500000 Penalty: 3571.215576
	Iteration 21Q: 3 clusters Score -6114618 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6114674.000000 Penalty: 3571.215576
	Iteration 22Q: 3 clusters Score -6114674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -6114711.500000 Penalty: 3571.215576
	Iteration 23Q: 3 clusters Score -6114712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6114730.000000 Penalty: 3571.215576
	Iteration 24Q: 3 clusters Score -6114730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6114750.000000 Penalty: 3571.215576
	Iteration 25Q: 3 clusters Score -6114750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6114750.000000 Penalty: 3571.215576
	Iteration 26Q: 3 clusters Score -6114750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6114746.500000 Penalty: 3571.215576
	Iteration 27Q: 3 clusters Score -6114746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6114742.000000 Penalty: 3571.215576
	Iteration 28Q: 3 clusters Score -6114742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6114745.000000 Penalty: 3571.215576
	Iteration 29Q: 3 clusters Score -6114745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6114743.000000 Penalty: 3571.215576
	Iteration 30Q: 3 clusters Score -6114743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -6114743.000000 Penalty: 3571.215576
	Iteration 31Q: 3 clusters Score -6114743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6114743.000000 Penalty: 3571.215576
	Iteration 32Q: 3 clusters Score -6114743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6114750.000000 Penalty: 3571.215576
	Iteration 33Q: 3 clusters Score -6114750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -6114749.000000 Penalty: 3571.215576
	Iteration 34Q: 3 clusters Score -6114749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6114745.000000 Penalty: 3571.215576
	Iteration 35Q: 3 clusters Score -6114745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6114745.000000 Penalty: 3571.215576
	Iteration 36Q: 3 clusters Score -6114745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -6114741.500000 Penalty: 3571.215576
	Iteration 37Q: 3 clusters Score -6114742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -6114742.500000 Penalty: 3571.215576
	Iteration 38Q: 3 clusters Score -6114742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6114738.000000 Penalty: 3571.215576
	Iteration 39Q: 3 clusters Score -6114738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6114737.500000 Penalty: 3571.215576
	Iteration 40F: 3 clusters Score -6114738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (179515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Entering Unmasked Estep 
Score: -19428572.000000 Penalty: 1965.927246
	Iteration 0F: 2 clusters Score -1.942857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -19330058.000000 Penalty: 3931.854492
	Iteration 0F: 3 clusters Score -1.933006e+07 nChanged 86603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -19382288.000000 Penalty: 3931.854492
	Iteration 1F: 3 clusters Score -1.938229e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -19384358.000000 Penalty: 3931.854492
	Iteration 2Q: 3 clusters Score -1.938436e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -19388166.000000 Penalty: 3931.854492
	Iteration 3F: 3 clusters Score -1.938817e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -19395382.000000 Penalty: 3931.854492
	Iteration 4F: 3 clusters Score -1.939538e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -19405772.000000 Penalty: 3931.854492
	Iteration 5F: 3 clusters Score -1.940577e+07 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -19414436.000000 Penalty: 3931.854492
	Iteration 6F: 3 clusters Score -1.941444e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -19417510.000000 Penalty: 3931.854492
	Iteration 7F: 3 clusters Score -1.941751e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -19418416.000000 Penalty: 3931.854492
	Iteration 8Q: 3 clusters Score -1.941842e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -19419052.000000 Penalty: 3931.854492
	Iteration 9Q: 3 clusters Score -1.941905e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -19419376.000000 Penalty: 3931.854492
	Iteration 10Q: 3 clusters Score -1.941938e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -19419766.000000 Penalty: 3931.854492
	Iteration 11Q: 3 clusters Score -1.941977e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -19420212.000000 Penalty: 3931.854492
	Iteration 12Q: 3 clusters Score -1.942021e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -19420554.000000 Penalty: 3931.854492
	Iteration 13Q: 3 clusters Score -1.942055e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 85375 members 
Entering Unmasked Estep 
Score: -19420912.000000 Penalty: 3931.854492
	Iteration 14Q: 3 clusters Score -1.942091e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -19421382.000000 Penalty: 3931.854492
	Iteration 15Q: 3 clusters Score -1.942138e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -19422076.000000 Penalty: 3931.854492
	Iteration 16Q: 3 clusters Score -1.942208e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -19423020.000000 Penalty: 3931.854492
	Iteration 17Q: 3 clusters Score -1.942302e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -19424062.000000 Penalty: 3931.854492
	Iteration 18Q: 3 clusters Score -1.942406e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110941 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -19425294.000000 Penalty: 3931.854492
	Iteration 19Q: 3 clusters Score -1.942529e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116082 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -19426892.000000 Penalty: 3931.854492
	Iteration 20F: 3 clusters Score -1.942689e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121390 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -19428716.000000 Penalty: 3931.854492
	Iteration 21Q: 3 clusters Score -1.942872e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126487 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -19430170.000000 Penalty: 3931.854492
	Iteration 22Q: 3 clusters Score -1.943017e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131354 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -19431604.000000 Penalty: 3931.854492
	Iteration 23Q: 3 clusters Score -1.94316e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135728 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -19432444.000000 Penalty: 3931.854492
	Iteration 24Q: 3 clusters Score -1.943244e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -19432954.000000 Penalty: 3931.854492
	Iteration 25Q: 3 clusters Score -1.943295e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143665 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -19433254.000000 Penalty: 3931.854492
	Iteration 26Q: 3 clusters Score -1.943325e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -19433636.000000 Penalty: 3931.854492
	Iteration 27Q: 3 clusters Score -1.943364e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -19433768.000000 Penalty: 3931.854492
	Iteration 28Q: 3 clusters Score -1.943377e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -19433832.000000 Penalty: 3931.854492
	Iteration 29Q: 3 clusters Score -1.943383e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -19433784.000000 Penalty: 3931.854492
	Iteration 30Q: 3 clusters Score -1.943378e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158601 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -19433854.000000 Penalty: 3931.854492
	Iteration 31Q: 3 clusters Score -1.943385e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -19434046.000000 Penalty: 3931.854492
	Iteration 32Q: 3 clusters Score -1.943405e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162514 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -19434118.000000 Penalty: 3931.854492
	Iteration 33Q: 3 clusters Score -1.943412e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -19434116.000000 Penalty: 3931.854492
	Iteration 34Q: 3 clusters Score -1.943412e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165614 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -19434134.000000 Penalty: 3931.854492
	Iteration 35Q: 3 clusters Score -1.943413e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -19434092.000000 Penalty: 3931.854492
	Iteration 36Q: 3 clusters Score -1.943409e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -19434140.000000 Penalty: 3931.854492
	Iteration 37Q: 3 clusters Score -1.943414e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168924 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -19433910.000000 Penalty: 3931.854492
	Iteration 38Q: 3 clusters Score -1.943391e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -19433762.000000 Penalty: 3931.854492
	Iteration 39Q: 3 clusters Score -1.943376e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -19433902.000000 Penalty: 3931.854492
	Iteration 40F: 3 clusters Score -1.94339e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171573 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -19433444.000000 Penalty: 3931.854492
	Iteration 41Q: 3 clusters Score -1.943344e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172499 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -19433170.000000 Penalty: 3931.854492
	Iteration 42Q: 3 clusters Score -1.943317e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173254 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -19432748.000000 Penalty: 3931.854492
	Iteration 43Q: 3 clusters Score -1.943275e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -19432494.000000 Penalty: 3931.854492
	Iteration 44Q: 3 clusters Score -1.943249e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -19432202.000000 Penalty: 3931.854492
	Iteration 45Q: 3 clusters Score -1.94322e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174796 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -19431866.000000 Penalty: 3931.854492
	Iteration 46Q: 3 clusters Score -1.943187e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -19431586.000000 Penalty: 3931.854492
	Iteration 47Q: 3 clusters Score -1.943159e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175441 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -19431350.000000 Penalty: 3931.854492
	Iteration 48Q: 3 clusters Score -1.943135e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -19431072.000000 Penalty: 3931.854492
	Iteration 49Q: 3 clusters Score -1.943107e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -19430846.000000 Penalty: 3931.854492
	Iteration 50Q: 3 clusters Score -1.943085e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176144 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -19430632.000000 Penalty: 3931.854492
	Iteration 51Q: 3 clusters Score -1.943063e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176324 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -19430394.000000 Penalty: 3931.854492
	Iteration 52Q: 3 clusters Score -1.943039e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176472 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -19430282.000000 Penalty: 3931.854492
	Iteration 53Q: 3 clusters Score -1.943028e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -19430178.000000 Penalty: 3931.854492
	Iteration 54Q: 3 clusters Score -1.943018e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176751 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -19430010.000000 Penalty: 3931.854492
	Iteration 55Q: 3 clusters Score -1.943001e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176866 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -19429908.000000 Penalty: 3931.854492
	Iteration 56Q: 3 clusters Score -1.942991e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176969 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19429824.000000 Penalty: 3931.854492
	Iteration 57Q: 3 clusters Score -1.942982e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177073 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -19429666.000000 Penalty: 3931.854492
	Iteration 58Q: 3 clusters Score -1.942967e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177155 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -19429494.000000 Penalty: 3931.854492
	Iteration 59Q: 3 clusters Score -1.942949e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177219 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -19429410.000000 Penalty: 3931.854492
	Iteration 60F: 3 clusters Score -1.942941e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177285 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -19429374.000000 Penalty: 3931.854492
	Iteration 61Q: 3 clusters Score -1.942937e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177343 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19429322.000000 Penalty: 3931.854492
	Iteration 62Q: 3 clusters Score -1.942932e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19429276.000000 Penalty: 3931.854492
	Iteration 63Q: 3 clusters Score -1.942928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177461 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19429216.000000 Penalty: 3931.854492
	Iteration 64Q: 3 clusters Score -1.942922e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177533 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -19429192.000000 Penalty: 3931.854492
	Iteration 65Q: 3 clusters Score -1.942919e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19429110.000000 Penalty: 3931.854492
	Iteration 66Q: 3 clusters Score -1.942911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19429054.000000 Penalty: 3931.854492
	Iteration 67Q: 3 clusters Score -1.942905e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177661 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19429054.000000 Penalty: 3931.854492
	Iteration 68Q: 3 clusters Score -1.942905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177691 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -19429004.000000 Penalty: 3931.854492
	Iteration 69Q: 3 clusters Score -1.9429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -19428986.000000 Penalty: 3931.854492
	Iteration 70Q: 3 clusters Score -1.942899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177734 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19428976.000000 Penalty: 3931.854492
	Iteration 71Q: 3 clusters Score -1.942898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177757 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19428964.000000 Penalty: 3931.854492
	Iteration 72Q: 3 clusters Score -1.942896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177772 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -19428954.000000 Penalty: 3931.854492
	Iteration 73Q: 3 clusters Score -1.942895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177789 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19428910.000000 Penalty: 3931.854492
	Iteration 74Q: 3 clusters Score -1.942891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19428878.000000 Penalty: 3931.854492
	Iteration 75Q: 3 clusters Score -1.942888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19428842.000000 Penalty: 3931.854492
	Iteration 76Q: 3 clusters Score -1.942884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177843 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -19428832.000000 Penalty: 3931.854492
	Iteration 77Q: 3 clusters Score -1.942883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -19428834.000000 Penalty: 3931.854492
	Iteration 78Q: 3 clusters Score -1.942883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19428846.000000 Penalty: 3931.854492
	Iteration 79Q: 3 clusters Score -1.942885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177864 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19428838.000000 Penalty: 3931.854492
	Iteration 80F: 3 clusters Score -1.942884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177875 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19428828.000000 Penalty: 3931.854492
	Iteration 81Q: 3 clusters Score -1.942883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19428832.000000 Penalty: 3931.854492
	Iteration 82Q: 3 clusters Score -1.942883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177888 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19428804.000000 Penalty: 3931.854492
	Iteration 83Q: 3 clusters Score -1.94288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19428794.000000 Penalty: 3931.854492
	Iteration 84Q: 3 clusters Score -1.942879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177900 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19428784.000000 Penalty: 3931.854492
	Iteration 85Q: 3 clusters Score -1.942878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177908 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -19428766.000000 Penalty: 3931.854492
	Iteration 86Q: 3 clusters Score -1.942877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19428764.000000 Penalty: 3931.854492
	Iteration 87Q: 3 clusters Score -1.942876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19428762.000000 Penalty: 3931.854492
	Iteration 88Q: 3 clusters Score -1.942876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177917 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -19428768.000000 Penalty: 3931.854492
	Iteration 89Q: 3 clusters Score -1.942877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177920 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -19428770.000000 Penalty: 3931.854492
	Iteration 90Q: 3 clusters Score -1.942877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177924 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -19428768.000000 Penalty: 3931.854492
	Iteration 91Q: 3 clusters Score -1.942877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177930 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19428742.000000 Penalty: 3931.854492
	Iteration 92Q: 3 clusters Score -1.942874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177932 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19428750.000000 Penalty: 3931.854492
	Iteration 93Q: 3 clusters Score -1.942875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19428746.000000 Penalty: 3931.854492
	Iteration 94Q: 3 clusters Score -1.942875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177934 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19428750.000000 Penalty: 3931.854492
	Iteration 95Q: 3 clusters Score -1.942875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177934 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19428750.000000 Penalty: 3931.854492
	Iteration 96F: 3 clusters Score -1.942875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21870 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59181 members 
Mstep: Class 36 contains 177934 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175088 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1581 members 
Entering Unmasked Estep 
Score: -101042280.000000 Penalty: 96348.648438
Splitting cluster 36 changes total score from -101042200.000000 to -101042280.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (103037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Entering Unmasked Estep 
Score: -11055875.000000 Penalty: 1875.712158
	Iteration 0F: 2 clusters Score -1.105588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -10987065.000000 Penalty: 3751.424316
	Iteration 0F: 3 clusters Score -1.098706e+07 nChanged 49664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -11015772.000000 Penalty: 3751.424316
	Iteration 1F: 3 clusters Score -1.101577e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -11016323.000000 Penalty: 3751.424316
	Iteration 2Q: 3 clusters Score -1.101632e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -11016899.000000 Penalty: 3751.424316
	Iteration 3Q: 3 clusters Score -1.10169e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -11017571.000000 Penalty: 3751.424316
	Iteration 4Q: 3 clusters Score -1.101757e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -11018693.000000 Penalty: 3751.424316
	Iteration 5Q: 3 clusters Score -1.101869e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -11020558.000000 Penalty: 3751.424316
	Iteration 6Q: 3 clusters Score -1.102056e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -11023743.000000 Penalty: 3751.424316
	Iteration 7F: 3 clusters Score -1.102374e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -11029139.000000 Penalty: 3751.424316
	Iteration 8F: 3 clusters Score -1.102914e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -11036769.000000 Penalty: 3751.424316
	Iteration 9F: 3 clusters Score -1.103677e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -11044632.000000 Penalty: 3751.424316
	Iteration 10F: 3 clusters Score -1.104463e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -11050017.000000 Penalty: 3751.424316
	Iteration 11F: 3 clusters Score -1.105002e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11052615.000000 Penalty: 3751.424316
	Iteration 12Q: 3 clusters Score -1.105262e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102097 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11053576.000000 Penalty: 3751.424316
	Iteration 13Q: 3 clusters Score -1.105358e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11053929.000000 Penalty: 3751.424316
	Iteration 14Q: 3 clusters Score -1.105393e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11054066.000000 Penalty: 3751.424316
	Iteration 15Q: 3 clusters Score -1.105407e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11054133.000000 Penalty: 3751.424316
	Iteration 16Q: 3 clusters Score -1.105413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11054181.000000 Penalty: 3751.424316
	Iteration 17Q: 3 clusters Score -1.105418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11054216.000000 Penalty: 3751.424316
	Iteration 18Q: 3 clusters Score -1.105422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11054263.000000 Penalty: 3751.424316
	Iteration 19Q: 3 clusters Score -1.105426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102769 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11054274.000000 Penalty: 3751.424316
	Iteration 20F: 3 clusters Score -1.105427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11054288.000000 Penalty: 3751.424316
	Iteration 21Q: 3 clusters Score -1.105429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11054296.000000 Penalty: 3751.424316
	Iteration 22Q: 3 clusters Score -1.10543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11054299.000000 Penalty: 3751.424316
	Iteration 23Q: 3 clusters Score -1.10543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11054304.000000 Penalty: 3751.424316
	Iteration 24Q: 3 clusters Score -1.10543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11054305.000000 Penalty: 3751.424316
	Iteration 25Q: 3 clusters Score -1.10543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11054308.000000 Penalty: 3751.424316
	Iteration 26Q: 3 clusters Score -1.105431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11054314.000000 Penalty: 3751.424316
	Iteration 27Q: 3 clusters Score -1.105431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11054319.000000 Penalty: 3751.424316
	Iteration 28Q: 3 clusters Score -1.105432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11054321.000000 Penalty: 3751.424316
	Iteration 29Q: 3 clusters Score -1.105432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11054323.000000 Penalty: 3751.424316
	Iteration 30Q: 3 clusters Score -1.105432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11054323.000000 Penalty: 3751.424316
	Iteration 31F: 3 clusters Score -1.105432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (175088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Entering Unmasked Estep 
Score: -18515584.000000 Penalty: 1961.869629
	Iteration 0F: 2 clusters Score -1.851558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -18398108.000000 Penalty: 3923.739258
	Iteration 0F: 3 clusters Score -1.839811e+07 nChanged 84742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -18448122.000000 Penalty: 3923.739258
	Iteration 1F: 3 clusters Score -1.844812e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -18448916.000000 Penalty: 3923.739258
	Iteration 2Q: 3 clusters Score -1.844892e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -18449804.000000 Penalty: 3923.739258
	Iteration 3Q: 3 clusters Score -1.84498e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -18450778.000000 Penalty: 3923.739258
	Iteration 4Q: 3 clusters Score -1.845078e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -18451782.000000 Penalty: 3923.739258
	Iteration 5Q: 3 clusters Score -1.845178e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -18452998.000000 Penalty: 3923.739258
	Iteration 6Q: 3 clusters Score -1.8453e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -18454462.000000 Penalty: 3923.739258
	Iteration 7Q: 3 clusters Score -1.845446e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -18456404.000000 Penalty: 3923.739258
	Iteration 8Q: 3 clusters Score -1.84564e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -18459636.000000 Penalty: 3923.739258
	Iteration 9Q: 3 clusters Score -1.845964e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -18464512.000000 Penalty: 3923.739258
	Iteration 10F: 3 clusters Score -1.846451e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 119340 members 
Entering Unmasked Estep 
Score: -18472082.000000 Penalty: 3923.739258
	Iteration 11F: 3 clusters Score -1.847208e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -18481028.000000 Penalty: 3923.739258
	Iteration 12F: 3 clusters Score -1.848103e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 137031 members 
Entering Unmasked Estep 
Score: -18489110.000000 Penalty: 3923.739258
	Iteration 13F: 3 clusters Score -1.848911e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 142817 members 
Entering Unmasked Estep 
Score: -18494348.000000 Penalty: 3923.739258
	Iteration 14Q: 3 clusters Score -1.849435e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -18497674.000000 Penalty: 3923.739258
	Iteration 15Q: 3 clusters Score -1.849767e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 150789 members 
Entering Unmasked Estep 
Score: -18499966.000000 Penalty: 3923.739258
	Iteration 16Q: 3 clusters Score -1.849997e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -18501944.000000 Penalty: 3923.739258
	Iteration 17Q: 3 clusters Score -1.850194e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 157121 members 
Entering Unmasked Estep 
Score: -18503934.000000 Penalty: 3923.739258
	Iteration 18Q: 3 clusters Score -1.850393e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 159797 members 
Entering Unmasked Estep 
Score: -18505898.000000 Penalty: 3923.739258
	Iteration 19Q: 3 clusters Score -1.85059e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -18507604.000000 Penalty: 3923.739258
	Iteration 20F: 3 clusters Score -1.85076e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -18509050.000000 Penalty: 3923.739258
	Iteration 21Q: 3 clusters Score -1.850905e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -18510230.000000 Penalty: 3923.739258
	Iteration 22Q: 3 clusters Score -1.851023e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 167371 members 
Entering Unmasked Estep 
Score: -18511144.000000 Penalty: 3923.739258
	Iteration 23Q: 3 clusters Score -1.851114e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 168549 members 
Entering Unmasked Estep 
Score: -18511798.000000 Penalty: 3923.739258
	Iteration 24Q: 3 clusters Score -1.85118e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 169509 members 
Entering Unmasked Estep 
Score: -18512352.000000 Penalty: 3923.739258
	Iteration 25Q: 3 clusters Score -1.851235e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 170322 members 
Entering Unmasked Estep 
Score: -18512784.000000 Penalty: 3923.739258
	Iteration 26Q: 3 clusters Score -1.851278e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -18513140.000000 Penalty: 3923.739258
	Iteration 27Q: 3 clusters Score -1.851314e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -18513468.000000 Penalty: 3923.739258
	Iteration 28Q: 3 clusters Score -1.851347e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 172036 members 
Entering Unmasked Estep 
Score: -18513666.000000 Penalty: 3923.739258
	Iteration 29Q: 3 clusters Score -1.851367e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 172402 members 
Entering Unmasked Estep 
Score: -18513772.000000 Penalty: 3923.739258
	Iteration 30Q: 3 clusters Score -1.851377e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 172682 members 
Entering Unmasked Estep 
Score: -18513850.000000 Penalty: 3923.739258
	Iteration 31Q: 3 clusters Score -1.851385e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 172899 members 
Entering Unmasked Estep 
Score: -18513952.000000 Penalty: 3923.739258
	Iteration 32Q: 3 clusters Score -1.851395e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -18514014.000000 Penalty: 3923.739258
	Iteration 33Q: 3 clusters Score -1.851401e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 173216 members 
Entering Unmasked Estep 
Score: -18514048.000000 Penalty: 3923.739258
	Iteration 34Q: 3 clusters Score -1.851405e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -18514076.000000 Penalty: 3923.739258
	Iteration 35Q: 3 clusters Score -1.851408e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 173437 members 
Entering Unmasked Estep 
Score: -18514164.000000 Penalty: 3923.739258
	Iteration 36Q: 3 clusters Score -1.851416e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 173527 members 
Entering Unmasked Estep 
Score: -18514190.000000 Penalty: 3923.739258
	Iteration 37Q: 3 clusters Score -1.851419e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 173591 members 
Entering Unmasked Estep 
Score: -18514198.000000 Penalty: 3923.739258
	Iteration 38Q: 3 clusters Score -1.85142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 173647 members 
Entering Unmasked Estep 
Score: -18514210.000000 Penalty: 3923.739258
	Iteration 39Q: 3 clusters Score -1.851421e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -18514200.000000 Penalty: 3923.739258
	Iteration 40F: 3 clusters Score -1.85142e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 173754 members 
Entering Unmasked Estep 
Score: -18514228.000000 Penalty: 3923.739258
	Iteration 41Q: 3 clusters Score -1.851423e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 173803 members 
Entering Unmasked Estep 
Score: -18514268.000000 Penalty: 3923.739258
	Iteration 42Q: 3 clusters Score -1.851427e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -18514288.000000 Penalty: 3923.739258
	Iteration 43Q: 3 clusters Score -1.851429e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 173888 members 
Entering Unmasked Estep 
Score: -18514300.000000 Penalty: 3923.739258
	Iteration 44Q: 3 clusters Score -1.85143e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 173917 members 
Entering Unmasked Estep 
Score: -18514312.000000 Penalty: 3923.739258
	Iteration 45Q: 3 clusters Score -1.851431e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -18514320.000000 Penalty: 3923.739258
	Iteration 46Q: 3 clusters Score -1.851432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 173957 members 
Entering Unmasked Estep 
Score: -18514310.000000 Penalty: 3923.739258
	Iteration 47Q: 3 clusters Score -1.851431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -18514308.000000 Penalty: 3923.739258
	Iteration 48Q: 3 clusters Score -1.851431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -18514318.000000 Penalty: 3923.739258
	Iteration 49Q: 3 clusters Score -1.851432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 173973 members 
Entering Unmasked Estep 
Score: -18514306.000000 Penalty: 3923.739258
	Iteration 50Q: 3 clusters Score -1.851431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 173975 members 
Entering Unmasked Estep 
Score: -18514314.000000 Penalty: 3923.739258
	Iteration 51Q: 3 clusters Score -1.851431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -18514316.000000 Penalty: 3923.739258
	Iteration 52Q: 3 clusters Score -1.851432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 173983 members 
Entering Unmasked Estep 
Score: -18514298.000000 Penalty: 3923.739258
	Iteration 53Q: 3 clusters Score -1.85143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -18514306.000000 Penalty: 3923.739258
	Iteration 54Q: 3 clusters Score -1.851431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 173989 members 
Entering Unmasked Estep 
Score: -18514294.000000 Penalty: 3923.739258
	Iteration 55Q: 3 clusters Score -1.851429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 173994 members 
Entering Unmasked Estep 
Score: -18514290.000000 Penalty: 3923.739258
	Iteration 56Q: 3 clusters Score -1.851429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -18514298.000000 Penalty: 3923.739258
	Iteration 57Q: 3 clusters Score -1.85143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -18514300.000000 Penalty: 3923.739258
	Iteration 58Q: 3 clusters Score -1.85143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174007 members 
Entering Unmasked Estep 
Score: -18514298.000000 Penalty: 3923.739258
	Iteration 59Q: 3 clusters Score -1.85143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 174008 members 
Entering Unmasked Estep 
Score: -18514304.000000 Penalty: 3923.739258
	Iteration 60F: 3 clusters Score -1.85143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 174009 members 
Entering Unmasked Estep 
Score: -18514308.000000 Penalty: 3923.739258
	Iteration 61Q: 3 clusters Score -1.851431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -18514306.000000 Penalty: 3923.739258
	Iteration 62Q: 3 clusters Score -1.851431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -18514302.000000 Penalty: 3923.739258
	Iteration 63Q: 3 clusters Score -1.85143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -18514310.000000 Penalty: 3923.739258
	Iteration 64Q: 3 clusters Score -1.851431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 174024 members 
Entering Unmasked Estep 
Score: -18514302.000000 Penalty: 3923.739258
	Iteration 65Q: 3 clusters Score -1.85143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 174027 members 
Entering Unmasked Estep 
Score: -18514308.000000 Penalty: 3923.739258
	Iteration 66Q: 3 clusters Score -1.851431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 174029 members 
Entering Unmasked Estep 
Score: -18514306.000000 Penalty: 3923.739258
	Iteration 67Q: 3 clusters Score -1.851431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 174030 members 
Entering Unmasked Estep 
Score: -18514298.000000 Penalty: 3923.739258
	Iteration 68Q: 3 clusters Score -1.85143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 174031 members 
Entering Unmasked Estep 
Score: -18514302.000000 Penalty: 3923.739258
	Iteration 69Q: 3 clusters Score -1.85143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -18514308.000000 Penalty: 3923.739258
	Iteration 70Q: 3 clusters Score -1.851431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 174033 members 
Entering Unmasked Estep 
Score: -18514302.000000 Penalty: 3923.739258
	Iteration 71Q: 3 clusters Score -1.85143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 174034 members 
Entering Unmasked Estep 
Score: -18514304.000000 Penalty: 3923.739258
	Iteration 72Q: 3 clusters Score -1.85143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 174035 members 
Entering Unmasked Estep 
Score: -18514306.000000 Penalty: 3923.739258
	Iteration 73Q: 3 clusters Score -1.851431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 174037 members 
Entering Unmasked Estep 
Score: -18514308.000000 Penalty: 3923.739258
	Iteration 74Q: 3 clusters Score -1.851431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -18514310.000000 Penalty: 3923.739258
	Iteration 75Q: 3 clusters Score -1.851431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 174039 members 
Entering Unmasked Estep 
Score: -18514310.000000 Penalty: 3923.739258
	Iteration 76Q: 3 clusters Score -1.851431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 174039 members 
Entering Unmasked Estep 
Score: -18514310.000000 Penalty: 3923.739258
	Iteration 77F: 3 clusters Score -1.851431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12042.261719 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -12042.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11364.887695 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -11364.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11568.003906 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -11568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11632.859375 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -11632.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11648.913086 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -11648.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11661.285156 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -11661.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11661.285156 Penalty: 1725.187012
	Iteration 5F: 3 clusters Score -11661.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -11502.104492 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -11502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10903.338867 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -10903.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11266.955078 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -11266.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11525.642578 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -11525.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11612.549805 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -11612.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11613.782227 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -11613.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11613.782227 Penalty: 1706.988892
	Iteration 5F: 3 clusters Score -11613.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21870 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59181 members 
Mstep: Class 36 contains 177934 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175088 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1581 members 
Mstep: Class 44 contains 68 members 
Entering Unmasked Estep 
Score: -101040984.000000 Penalty: 98589.312500
Splitting cluster 40 changes total score from -101042200.000000 to -101040984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -854068.937500 Penalty: 1462.217285
	Iteration 0F: 2 clusters Score -854068.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -848094.375000 Penalty: 2924.434570
	Iteration 0F: 3 clusters Score -848094.4 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -849933.125000 Penalty: 2924.434570
	Iteration 1F: 3 clusters Score -849933.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -850140.687500 Penalty: 2924.434570
	Iteration 2F: 3 clusters Score -850140.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -850295.062500 Penalty: 2924.434570
	Iteration 3Q: 3 clusters Score -850295.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -850432.437500 Penalty: 2924.434570
	Iteration 4Q: 3 clusters Score -850432.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -850553.187500 Penalty: 2924.434570
	Iteration 5Q: 3 clusters Score -850553.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -850666.562500 Penalty: 2924.434570
	Iteration 6Q: 3 clusters Score -850666.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -850792.625000 Penalty: 2924.434570
	Iteration 7Q: 3 clusters Score -850792.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -850926.750000 Penalty: 2924.434570
	Iteration 8Q: 3 clusters Score -850926.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -851077.687500 Penalty: 2924.434570
	Iteration 9Q: 3 clusters Score -851077.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -851219.437500 Penalty: 2924.434570
	Iteration 10Q: 3 clusters Score -851219.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -851364.437500 Penalty: 2924.434570
	Iteration 11Q: 3 clusters Score -851364.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -851507.000000 Penalty: 2924.434570
	Iteration 12Q: 3 clusters Score -851507 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -851633.562500 Penalty: 2924.434570
	Iteration 13Q: 3 clusters Score -851633.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -851730.625000 Penalty: 2924.434570
	Iteration 14Q: 3 clusters Score -851730.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -851818.125000 Penalty: 2924.434570
	Iteration 15Q: 3 clusters Score -851818.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -851875.250000 Penalty: 2924.434570
	Iteration 16Q: 3 clusters Score -851875.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -851927.437500 Penalty: 2924.434570
	Iteration 17Q: 3 clusters Score -851927.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -851970.000000 Penalty: 2924.434570
	Iteration 18Q: 3 clusters Score -851970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -852012.875000 Penalty: 2924.434570
	Iteration 19Q: 3 clusters Score -852012.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -852052.125000 Penalty: 2924.434570
	Iteration 20F: 3 clusters Score -852052.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -852096.875000 Penalty: 2924.434570
	Iteration 21Q: 3 clusters Score -852096.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -852134.062500 Penalty: 2924.434570
	Iteration 22Q: 3 clusters Score -852134.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -852166.875000 Penalty: 2924.434570
	Iteration 23Q: 3 clusters Score -852166.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -852193.000000 Penalty: 2924.434570
	Iteration 24Q: 3 clusters Score -852193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -852213.937500 Penalty: 2924.434570
	Iteration 25Q: 3 clusters Score -852213.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -852226.687500 Penalty: 2924.434570
	Iteration 26Q: 3 clusters Score -852226.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -852244.937500 Penalty: 2924.434570
	Iteration 27Q: 3 clusters Score -852244.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -852266.312500 Penalty: 2924.434570
	Iteration 28Q: 3 clusters Score -852266.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -852290.875000 Penalty: 2924.434570
	Iteration 29Q: 3 clusters Score -852290.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -852317.750000 Penalty: 2924.434570
	Iteration 30Q: 3 clusters Score -852317.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -852339.562500 Penalty: 2924.434570
	Iteration 31Q: 3 clusters Score -852339.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -852359.750000 Penalty: 2924.434570
	Iteration 32Q: 3 clusters Score -852359.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -852376.937500 Penalty: 2924.434570
	Iteration 33Q: 3 clusters Score -852376.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -852396.375000 Penalty: 2924.434570
	Iteration 34Q: 3 clusters Score -852396.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -852406.750000 Penalty: 2924.434570
	Iteration 35Q: 3 clusters Score -852406.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -852415.625000 Penalty: 2924.434570
	Iteration 36Q: 3 clusters Score -852415.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -852427.500000 Penalty: 2924.434570
	Iteration 37Q: 3 clusters Score -852427.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -852434.812500 Penalty: 2924.434570
	Iteration 38Q: 3 clusters Score -852434.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -852445.437500 Penalty: 2924.434570
	Iteration 39Q: 3 clusters Score -852445.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -852450.562500 Penalty: 2924.434570
	Iteration 40F: 3 clusters Score -852450.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -852457.687500 Penalty: 2924.434570
	Iteration 41Q: 3 clusters Score -852457.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -852463.625000 Penalty: 2924.434570
	Iteration 42Q: 3 clusters Score -852463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -852465.687500 Penalty: 2924.434570
	Iteration 43Q: 3 clusters Score -852465.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -852473.250000 Penalty: 2924.434570
	Iteration 44Q: 3 clusters Score -852473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -852476.937500 Penalty: 2924.434570
	Iteration 45Q: 3 clusters Score -852476.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -852480.125000 Penalty: 2924.434570
	Iteration 46Q: 3 clusters Score -852480.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -852486.687500 Penalty: 2924.434570
	Iteration 47Q: 3 clusters Score -852486.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -852493.812500 Penalty: 2924.434570
	Iteration 48Q: 3 clusters Score -852493.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -852499.375000 Penalty: 2924.434570
	Iteration 49Q: 3 clusters Score -852499.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -852505.500000 Penalty: 2924.434570
	Iteration 50Q: 3 clusters Score -852505.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -852511.250000 Penalty: 2924.434570
	Iteration 51Q: 3 clusters Score -852511.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -852517.562500 Penalty: 2924.434570
	Iteration 52Q: 3 clusters Score -852517.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -852524.000000 Penalty: 2924.434570
	Iteration 53Q: 3 clusters Score -852524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -852531.500000 Penalty: 2924.434570
	Iteration 54Q: 3 clusters Score -852531.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -852537.062500 Penalty: 2924.434570
	Iteration 55Q: 3 clusters Score -852537.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -852537.625000 Penalty: 2924.434570
	Iteration 56Q: 3 clusters Score -852537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -852538.500000 Penalty: 2924.434570
	Iteration 57Q: 3 clusters Score -852538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -852540.937500 Penalty: 2924.434570
	Iteration 58Q: 3 clusters Score -852540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -852541.062500 Penalty: 2924.434570
	Iteration 59Q: 3 clusters Score -852541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -852545.187500 Penalty: 2924.434570
	Iteration 60F: 3 clusters Score -852545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -852545.625000 Penalty: 2924.434570
	Iteration 61Q: 3 clusters Score -852545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -852547.562500 Penalty: 2924.434570
	Iteration 62Q: 3 clusters Score -852547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -852548.062500 Penalty: 2924.434570
	Iteration 63Q: 3 clusters Score -852548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -852548.000000 Penalty: 2924.434570
	Iteration 64Q: 3 clusters Score -852548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -852548.375000 Penalty: 2924.434570
	Iteration 65Q: 3 clusters Score -852548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -852548.312500 Penalty: 2924.434570
	Iteration 66Q: 3 clusters Score -852548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -852547.812500 Penalty: 2924.434570
	Iteration 67Q: 3 clusters Score -852547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -852547.625000 Penalty: 2924.434570
	Iteration 68Q: 3 clusters Score -852547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -852548.500000 Penalty: 2924.434570
	Iteration 69Q: 3 clusters Score -852548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -852547.687500 Penalty: 2924.434570
	Iteration 70Q: 3 clusters Score -852547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -852550.000000 Penalty: 2924.434570
	Iteration 71Q: 3 clusters Score -852550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -852549.625000 Penalty: 2924.434570
	Iteration 72Q: 3 clusters Score -852549.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -852551.312500 Penalty: 2924.434570
	Iteration 73Q: 3 clusters Score -852551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -852550.312500 Penalty: 2924.434570
	Iteration 74Q: 3 clusters Score -852550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -852554.750000 Penalty: 2924.434570
	Iteration 75Q: 3 clusters Score -852554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -852556.187500 Penalty: 2924.434570
	Iteration 76Q: 3 clusters Score -852556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -852556.250000 Penalty: 2924.434570
	Iteration 77Q: 3 clusters Score -852556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -852556.312500 Penalty: 2924.434570
	Iteration 78Q: 3 clusters Score -852556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -852558.687500 Penalty: 2924.434570
	Iteration 79Q: 3 clusters Score -852558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -852559.562500 Penalty: 2924.434570
	Iteration 80F: 3 clusters Score -852559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -852561.125000 Penalty: 2924.434570
	Iteration 81Q: 3 clusters Score -852561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -852562.687500 Penalty: 2924.434570
	Iteration 82Q: 3 clusters Score -852562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -852563.375000 Penalty: 2924.434570
	Iteration 83Q: 3 clusters Score -852563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -852562.812500 Penalty: 2924.434570
	Iteration 84Q: 3 clusters Score -852562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -852565.250000 Penalty: 2924.434570
	Iteration 85Q: 3 clusters Score -852565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -852564.437500 Penalty: 2924.434570
	Iteration 86Q: 3 clusters Score -852564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -852566.250000 Penalty: 2924.434570
	Iteration 87Q: 3 clusters Score -852566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -852569.000000 Penalty: 2924.434570
	Iteration 88Q: 3 clusters Score -852569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -852572.250000 Penalty: 2924.434570
	Iteration 89Q: 3 clusters Score -852572.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -852574.500000 Penalty: 2924.434570
	Iteration 90Q: 3 clusters Score -852574.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -852577.812500 Penalty: 2924.434570
	Iteration 91Q: 3 clusters Score -852577.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -852583.500000 Penalty: 2924.434570
	Iteration 92Q: 3 clusters Score -852583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -852586.375000 Penalty: 2924.434570
	Iteration 93Q: 3 clusters Score -852586.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -852587.625000 Penalty: 2924.434570
	Iteration 94Q: 3 clusters Score -852587.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -852591.312500 Penalty: 2924.434570
	Iteration 95Q: 3 clusters Score -852591.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -852595.062500 Penalty: 2924.434570
	Iteration 96Q: 3 clusters Score -852595.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -852600.000000 Penalty: 2924.434570
	Iteration 97Q: 3 clusters Score -852600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -852602.000000 Penalty: 2924.434570
	Iteration 98Q: 3 clusters Score -852602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -852607.812500 Penalty: 2924.434570
	Iteration 99Q: 3 clusters Score -852607.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -852612.312500 Penalty: 2924.434570
	Iteration 100F: 3 clusters Score -852612.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -852624.000000 Penalty: 2924.434570
	Iteration 101Q: 3 clusters Score -852624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -852637.250000 Penalty: 2924.434570
	Iteration 102Q: 3 clusters Score -852637.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -852652.750000 Penalty: 2924.434570
	Iteration 103Q: 3 clusters Score -852652.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -852659.625000 Penalty: 2924.434570
	Iteration 104Q: 3 clusters Score -852659.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -852669.562500 Penalty: 2924.434570
	Iteration 105Q: 3 clusters Score -852669.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -852682.437500 Penalty: 2924.434570
	Iteration 106Q: 3 clusters Score -852682.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -852688.625000 Penalty: 2924.434570
	Iteration 107Q: 3 clusters Score -852688.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -852695.750000 Penalty: 2924.434570
	Iteration 108Q: 3 clusters Score -852695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -852701.500000 Penalty: 2924.434570
	Iteration 109Q: 3 clusters Score -852701.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -852707.750000 Penalty: 2924.434570
	Iteration 110Q: 3 clusters Score -852707.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -852711.125000 Penalty: 2924.434570
	Iteration 111Q: 3 clusters Score -852711.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -852716.375000 Penalty: 2924.434570
	Iteration 112Q: 3 clusters Score -852716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -852723.125000 Penalty: 2924.434570
	Iteration 113Q: 3 clusters Score -852723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -852725.562500 Penalty: 2924.434570
	Iteration 114Q: 3 clusters Score -852725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -852726.375000 Penalty: 2924.434570
	Iteration 115Q: 3 clusters Score -852726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -852728.937500 Penalty: 2924.434570
	Iteration 116Q: 3 clusters Score -852728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -852730.250000 Penalty: 2924.434570
	Iteration 117Q: 3 clusters Score -852730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -852729.750000 Penalty: 2924.434570
	Iteration 118Q: 3 clusters Score -852729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -852731.812500 Penalty: 2924.434570
	Iteration 119Q: 3 clusters Score -852731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -852731.062500 Penalty: 2924.434570
	Iteration 120F: 3 clusters Score -852731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -852731.062500 Penalty: 2924.434570
	Iteration 121Q: 3 clusters Score -852731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -852731.062500 Penalty: 2924.434570
	Iteration 122F: 3 clusters Score -852731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -9237.994141 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -9237.994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8621.752930 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -8621.753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8705.099609 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -8705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8733.571289 Penalty: 1594.214355
	Iteration 2F: 3 clusters Score -8733.571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8749.931641 Penalty: 1594.214355
	Iteration 3Q: 3 clusters Score -8749.932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8754.509766 Penalty: 1594.214355
	Iteration 4Q: 3 clusters Score -8754.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8754.509766 Penalty: 1594.214355
	Iteration 5F: 3 clusters Score -8754.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21870 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 109998 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59181 members 
Mstep: Class 36 contains 177934 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175088 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101042288.000000 Penalty: 96348.648438
Iteration 159Q: 44 clusters Score -1.010423e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 14997 members 
Mstep: Class 13 contains 4585 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21869 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 110174 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11794 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4581 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59181 members 
Mstep: Class 36 contains 177637 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175089 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043152.000000 Penalty: 96348.648438
Iteration 160F: 44 clusters Score -1.010432e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 15000 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21869 members 
Mstep: Class 19 contains 26010 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 110268 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11791 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4579 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59178 members 
Mstep: Class 36 contains 177513 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175084 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043448.000000 Penalty: 96348.648438
Iteration 161Q: 44 clusters Score -1.010434e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 15000 members 
Mstep: Class 13 contains 4589 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21869 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110308 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7130 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 11781 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59175 members 
Mstep: Class 36 contains 177498 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175092 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043656.000000 Penalty: 96348.648438
Iteration 162Q: 44 clusters Score -1.010437e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 10411 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10167 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 15003 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21869 members 
Mstep: Class 19 contains 26009 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110324 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7084 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11777 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59172 members 
Mstep: Class 36 contains 177504 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175093 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8089 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043832.000000 Penalty: 96348.648438
Iteration 163Q: 44 clusters Score -1.010438e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13661 members 
Mstep: Class 12 contains 15004 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24127 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26010 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110333 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7043 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11770 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59169 members 
Mstep: Class 36 contains 177517 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175097 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8090 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043896.000000 Penalty: 96348.648438
Iteration 164Q: 44 clusters Score -1.010439e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 10407 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10165 members 
Mstep: Class 8 contains 1869 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13659 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24126 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26009 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110345 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 7001 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59166 members 
Mstep: Class 36 contains 177531 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175103 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043880.000000 Penalty: 96348.648438
Iteration 165Q: 44 clusters Score -1.010439e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10164 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 15004 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21866 members 
Mstep: Class 19 contains 26013 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110356 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6958 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11754 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59164 members 
Mstep: Class 36 contains 177531 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175111 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043944.000000 Penalty: 96348.648438
Iteration 166Q: 44 clusters Score -1.010439e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10162 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13664 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26014 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110370 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6915 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11742 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59161 members 
Mstep: Class 36 contains 177526 members 
Mstep: Class 37 contains 103039 members 
Mstep: Class 38 contains 175123 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043920.000000 Penalty: 96348.648438
Iteration 167Q: 44 clusters Score -1.010439e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 10402 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89158 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10160 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24123 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110369 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 11733 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59161 members 
Mstep: Class 36 contains 177545 members 
Mstep: Class 37 contains 103040 members 
Mstep: Class 38 contains 175131 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043920.000000 Penalty: 96348.648438
Iteration 168Q: 44 clusters Score -1.010439e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10162 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13668 members 
Mstep: Class 12 contains 15004 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24120 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110365 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 11724 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59158 members 
Mstep: Class 36 contains 177573 members 
Mstep: Class 37 contains 103040 members 
Mstep: Class 38 contains 175140 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043904.000000 Penalty: 96348.648438
Iteration 169Q: 44 clusters Score -1.010439e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 15002 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24118 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 110352 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14222 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 11718 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59158 members 
Mstep: Class 36 contains 177605 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175142 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043872.000000 Penalty: 96348.648438
Iteration 170Q: 44 clusters Score -1.010439e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10168 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 15003 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24117 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26016 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 110336 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6738 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14222 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11713 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4577 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59157 members 
Mstep: Class 36 contains 177635 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175145 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043992.000000 Penalty: 96348.648438
Iteration 171Q: 44 clusters Score -1.01044e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5880 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10168 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24117 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 110315 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6704 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14222 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11709 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4578 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59155 members 
Mstep: Class 36 contains 177673 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175147 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043928.000000 Penalty: 96348.648438
Iteration 172Q: 44 clusters Score -1.010439e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10171 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24118 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 110301 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6675 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14222 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 11704 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4578 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59155 members 
Mstep: Class 36 contains 177704 members 
Mstep: Class 37 contains 103038 members 
Mstep: Class 38 contains 175148 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043952.000000 Penalty: 96348.648438
Iteration 173Q: 44 clusters Score -1.01044e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10176 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24122 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110277 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6651 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4114 members 
Mstep: Class 31 contains 11698 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4573 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59152 members 
Mstep: Class 36 contains 177744 members 
Mstep: Class 37 contains 103037 members 
Mstep: Class 38 contains 175153 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043880.000000 Penalty: 96348.648438
Iteration 174Q: 44 clusters Score -1.010439e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5863 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10178 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26013 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110262 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6627 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 4110 members 
Mstep: Class 31 contains 11686 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4570 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59150 members 
Mstep: Class 36 contains 177805 members 
Mstep: Class 37 contains 103035 members 
Mstep: Class 38 contains 175159 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043752.000000 Penalty: 96348.648438
Iteration 175Q: 44 clusters Score -1.010438e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10178 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 15010 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110243 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14222 members 
Mstep: Class 30 contains 4106 members 
Mstep: Class 31 contains 11677 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4568 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59148 members 
Mstep: Class 36 contains 177861 members 
Mstep: Class 37 contains 103035 members 
Mstep: Class 38 contains 175167 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043752.000000 Penalty: 96348.648438
Iteration 176Q: 44 clusters Score -1.010438e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 10179 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13664 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26019 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 110220 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14220 members 
Mstep: Class 30 contains 4105 members 
Mstep: Class 31 contains 11675 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4567 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59146 members 
Mstep: Class 36 contains 177899 members 
Mstep: Class 37 contains 103035 members 
Mstep: Class 38 contains 175173 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043800.000000 Penalty: 96348.648438
Iteration 177Q: 44 clusters Score -1.010438e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 10179 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13668 members 
Mstep: Class 12 contains 15020 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26019 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110202 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4104 members 
Mstep: Class 31 contains 11668 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4564 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59144 members 
Mstep: Class 36 contains 177933 members 
Mstep: Class 37 contains 103034 members 
Mstep: Class 38 contains 175182 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043760.000000 Penalty: 96348.648438
Iteration 178Q: 44 clusters Score -1.010438e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5849 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10180 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24133 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110179 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6511 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14220 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11665 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59143 members 
Mstep: Class 36 contains 177958 members 
Mstep: Class 37 contains 103032 members 
Mstep: Class 38 contains 175192 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043760.000000 Penalty: 96348.648438
Iteration 179Q: 44 clusters Score -1.010438e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 15028 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110170 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4558 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59142 members 
Mstep: Class 36 contains 177982 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175198 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043648.000000 Penalty: 96348.648438
Iteration 180F: 44 clusters Score -1.010436e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5840 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24137 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21863 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110159 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11665 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59140 members 
Mstep: Class 36 contains 178006 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175200 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043608.000000 Penalty: 96348.648438
Iteration 181Q: 44 clusters Score -1.010436e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5837 members 
Mstep: Class 6 contains 11361 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 15030 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24138 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110147 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11665 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59137 members 
Mstep: Class 36 contains 178024 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175203 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043568.000000 Penalty: 96348.648438
Iteration 182Q: 44 clusters Score -1.010436e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5836 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15030 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24136 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110142 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59134 members 
Mstep: Class 36 contains 178031 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175205 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043544.000000 Penalty: 96348.648438
Iteration 183Q: 44 clusters Score -1.010435e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5834 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24136 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110144 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6412 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59135 members 
Mstep: Class 36 contains 178030 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175203 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043568.000000 Penalty: 96348.648438
Iteration 184Q: 44 clusters Score -1.010436e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 15035 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110143 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6392 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59135 members 
Mstep: Class 36 contains 178040 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175206 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043552.000000 Penalty: 96348.648438
Iteration 185Q: 44 clusters Score -1.010436e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 15033 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24133 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110137 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59135 members 
Mstep: Class 36 contains 178046 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175207 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043640.000000 Penalty: 96348.648438
Iteration 186Q: 44 clusters Score -1.010436e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 15036 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26019 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110127 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6366 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59136 members 
Mstep: Class 36 contains 178054 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175210 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043608.000000 Penalty: 96348.648438
Iteration 187Q: 44 clusters Score -1.010436e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 15038 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110116 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6342 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59136 members 
Mstep: Class 36 contains 178065 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175213 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043552.000000 Penalty: 96348.648438
Iteration 188Q: 44 clusters Score -1.010436e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15036 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110107 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6328 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14221 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59136 members 
Mstep: Class 36 contains 178073 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175217 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043544.000000 Penalty: 96348.648438
Iteration 189Q: 44 clusters Score -1.010435e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15038 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24130 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110107 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6305 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14220 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59136 members 
Mstep: Class 36 contains 178075 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175222 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043520.000000 Penalty: 96348.648438
Iteration 190Q: 44 clusters Score -1.010435e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15041 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110105 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6288 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14218 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59136 members 
Mstep: Class 36 contains 178079 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175229 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043536.000000 Penalty: 96348.648438
Iteration 191Q: 44 clusters Score -1.010435e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15044 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110106 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6276 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14215 members 
Mstep: Class 30 contains 4104 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59136 members 
Mstep: Class 36 contains 178086 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175231 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043576.000000 Penalty: 96348.648438
Iteration 192Q: 44 clusters Score -1.010436e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15044 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110105 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14213 members 
Mstep: Class 30 contains 4104 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59136 members 
Mstep: Class 36 contains 178094 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175234 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043536.000000 Penalty: 96348.648438
Iteration 193Q: 44 clusters Score -1.010435e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10182 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15045 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110102 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14211 members 
Mstep: Class 30 contains 4104 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59135 members 
Mstep: Class 36 contains 178103 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175238 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043560.000000 Penalty: 96348.648438
Iteration 194Q: 44 clusters Score -1.010436e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15045 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110101 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6229 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14210 members 
Mstep: Class 30 contains 4104 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59135 members 
Mstep: Class 36 contains 178111 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175237 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043504.000000 Penalty: 96348.648438
Iteration 195Q: 44 clusters Score -1.010435e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 15049 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110099 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6208 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14210 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59135 members 
Mstep: Class 36 contains 178122 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175238 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043456.000000 Penalty: 96348.648438
Iteration 196Q: 44 clusters Score -1.010435e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 15054 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110101 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14210 members 
Mstep: Class 30 contains 4101 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59134 members 
Mstep: Class 36 contains 178135 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175239 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043448.000000 Penalty: 96348.648438
Iteration 197Q: 44 clusters Score -1.010434e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89159 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110102 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14211 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59134 members 
Mstep: Class 36 contains 178141 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175238 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043408.000000 Penalty: 96348.648438
Iteration 198Q: 44 clusters Score -1.010434e+08 nChanged 34
Entering ConstructFrom: 
Score: -101043408.000000 Penalty: 96348.648438
Entering ConstructFrom: 
Trying to split cluster 1 (17744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Entering Unmasked Estep 
Score: -1934234.375000 Penalty: 1589.868042
	Iteration 0F: 2 clusters Score -1934234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1922130.000000 Penalty: 3179.736084
	Iteration 0F: 3 clusters Score -1922130 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1926393.250000 Penalty: 3179.736084
	Iteration 1F: 3 clusters Score -1926393 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1926685.250000 Penalty: 3179.736084
	Iteration 2F: 3 clusters Score -1926685 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1926986.750000 Penalty: 3179.736084
	Iteration 3Q: 3 clusters Score -1926987 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1927293.125000 Penalty: 3179.736084
	Iteration 4Q: 3 clusters Score -1927293 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1927646.750000 Penalty: 3179.736084
	Iteration 5Q: 3 clusters Score -1927647 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1928094.875000 Penalty: 3179.736084
	Iteration 6Q: 3 clusters Score -1928095 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1928685.000000 Penalty: 3179.736084
	Iteration 7F: 3 clusters Score -1928685 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1929367.500000 Penalty: 3179.736084
	Iteration 8F: 3 clusters Score -1929368 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1930091.500000 Penalty: 3179.736084
	Iteration 9F: 3 clusters Score -1930092 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1930890.125000 Penalty: 3179.736084
	Iteration 10F: 3 clusters Score -1930890 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1931443.375000 Penalty: 3179.736084
	Iteration 11Q: 3 clusters Score -1931443 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1931838.125000 Penalty: 3179.736084
	Iteration 12Q: 3 clusters Score -1931838 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1932120.000000 Penalty: 3179.736084
	Iteration 13Q: 3 clusters Score -1932120 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1932331.500000 Penalty: 3179.736084
	Iteration 14Q: 3 clusters Score -1932332 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1932476.750000 Penalty: 3179.736084
	Iteration 15Q: 3 clusters Score -1932477 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1932580.125000 Penalty: 3179.736084
	Iteration 16Q: 3 clusters Score -1932580 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1932664.000000 Penalty: 3179.736084
	Iteration 17Q: 3 clusters Score -1932664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1932725.750000 Penalty: 3179.736084
	Iteration 18Q: 3 clusters Score -1932726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1932776.750000 Penalty: 3179.736084
	Iteration 19Q: 3 clusters Score -1932777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1932814.750000 Penalty: 3179.736084
	Iteration 20F: 3 clusters Score -1932815 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1932847.875000 Penalty: 3179.736084
	Iteration 21Q: 3 clusters Score -1932848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1932883.750000 Penalty: 3179.736084
	Iteration 22Q: 3 clusters Score -1932884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1932906.750000 Penalty: 3179.736084
	Iteration 23Q: 3 clusters Score -1932907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1932917.500000 Penalty: 3179.736084
	Iteration 24Q: 3 clusters Score -1932918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1932927.625000 Penalty: 3179.736084
	Iteration 25Q: 3 clusters Score -1932928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1932938.125000 Penalty: 3179.736084
	Iteration 26Q: 3 clusters Score -1932938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1932943.750000 Penalty: 3179.736084
	Iteration 27Q: 3 clusters Score -1932944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1932946.000000 Penalty: 3179.736084
	Iteration 28Q: 3 clusters Score -1932946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1932948.625000 Penalty: 3179.736084
	Iteration 29Q: 3 clusters Score -1932949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1932952.750000 Penalty: 3179.736084
	Iteration 30Q: 3 clusters Score -1932953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1932956.375000 Penalty: 3179.736084
	Iteration 31Q: 3 clusters Score -1932956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1932963.000000 Penalty: 3179.736084
	Iteration 32Q: 3 clusters Score -1932963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1932967.750000 Penalty: 3179.736084
	Iteration 33Q: 3 clusters Score -1932968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1932968.625000 Penalty: 3179.736084
	Iteration 34Q: 3 clusters Score -1932969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1932974.375000 Penalty: 3179.736084
	Iteration 35Q: 3 clusters Score -1932974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1932978.375000 Penalty: 3179.736084
	Iteration 36Q: 3 clusters Score -1932978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1932980.375000 Penalty: 3179.736084
	Iteration 37Q: 3 clusters Score -1932980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1932984.125000 Penalty: 3179.736084
	Iteration 38Q: 3 clusters Score -1932984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1932986.750000 Penalty: 3179.736084
	Iteration 39Q: 3 clusters Score -1932987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1932986.625000 Penalty: 3179.736084
	Iteration 40F: 3 clusters Score -1932987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1932985.750000 Penalty: 3179.736084
	Iteration 41Q: 3 clusters Score -1932986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1932986.750000 Penalty: 3179.736084
	Iteration 42Q: 3 clusters Score -1932987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1932987.750000 Penalty: 3179.736084
	Iteration 43Q: 3 clusters Score -1932988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1932987.750000 Penalty: 3179.736084
	Iteration 44F: 3 clusters Score -1932988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1130385.500000 Penalty: 1503.006714
	Iteration 0F: 2 clusters Score -1130386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1122955.875000 Penalty: 3006.013428
	Iteration 0F: 3 clusters Score -1122956 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1125302.625000 Penalty: 3006.013428
	Iteration 1F: 3 clusters Score -1125303 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1125561.250000 Penalty: 3006.013428
	Iteration 2F: 3 clusters Score -1125561 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1125773.125000 Penalty: 3006.013428
	Iteration 3Q: 3 clusters Score -1125773 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1125959.750000 Penalty: 3006.013428
	Iteration 4Q: 3 clusters Score -1125960 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1126140.000000 Penalty: 3006.013428
	Iteration 5Q: 3 clusters Score -1126140 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1126366.625000 Penalty: 3006.013428
	Iteration 6Q: 3 clusters Score -1126367 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1126635.125000 Penalty: 3006.013428
	Iteration 7Q: 3 clusters Score -1126635 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1126956.750000 Penalty: 3006.013428
	Iteration 8Q: 3 clusters Score -1126957 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1127327.000000 Penalty: 3006.013428
	Iteration 9F: 3 clusters Score -1127327 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1127685.125000 Penalty: 3006.013428
	Iteration 10Q: 3 clusters Score -1127685 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1127969.125000 Penalty: 3006.013428
	Iteration 11Q: 3 clusters Score -1127969 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1128163.750000 Penalty: 3006.013428
	Iteration 12Q: 3 clusters Score -1128164 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1128333.750000 Penalty: 3006.013428
	Iteration 13Q: 3 clusters Score -1128334 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1128450.750000 Penalty: 3006.013428
	Iteration 14Q: 3 clusters Score -1128451 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1128543.375000 Penalty: 3006.013428
	Iteration 15Q: 3 clusters Score -1128543 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1128617.375000 Penalty: 3006.013428
	Iteration 16Q: 3 clusters Score -1128617 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1128683.250000 Penalty: 3006.013428
	Iteration 17Q: 3 clusters Score -1128683 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1128737.375000 Penalty: 3006.013428
	Iteration 18Q: 3 clusters Score -1128737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1128777.625000 Penalty: 3006.013428
	Iteration 19Q: 3 clusters Score -1128778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1128813.875000 Penalty: 3006.013428
	Iteration 20F: 3 clusters Score -1128814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1128844.500000 Penalty: 3006.013428
	Iteration 21Q: 3 clusters Score -1128844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1128876.750000 Penalty: 3006.013428
	Iteration 22Q: 3 clusters Score -1128877 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1128903.750000 Penalty: 3006.013428
	Iteration 23Q: 3 clusters Score -1128904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1128927.500000 Penalty: 3006.013428
	Iteration 24Q: 3 clusters Score -1128928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1128945.875000 Penalty: 3006.013428
	Iteration 25Q: 3 clusters Score -1128946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1128963.875000 Penalty: 3006.013428
	Iteration 26Q: 3 clusters Score -1128964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1128982.625000 Penalty: 3006.013428
	Iteration 27Q: 3 clusters Score -1128983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1128997.750000 Penalty: 3006.013428
	Iteration 28Q: 3 clusters Score -1128998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1129007.000000 Penalty: 3006.013428
	Iteration 29Q: 3 clusters Score -1129007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1129013.750000 Penalty: 3006.013428
	Iteration 30Q: 3 clusters Score -1129014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1129022.500000 Penalty: 3006.013428
	Iteration 31Q: 3 clusters Score -1129022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1129036.125000 Penalty: 3006.013428
	Iteration 32Q: 3 clusters Score -1129036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1129050.250000 Penalty: 3006.013428
	Iteration 33Q: 3 clusters Score -1129050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1129067.250000 Penalty: 3006.013428
	Iteration 34Q: 3 clusters Score -1129067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1129078.375000 Penalty: 3006.013428
	Iteration 35Q: 3 clusters Score -1129078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1129087.500000 Penalty: 3006.013428
	Iteration 36Q: 3 clusters Score -1129088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1129101.375000 Penalty: 3006.013428
	Iteration 37Q: 3 clusters Score -1129101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1129112.000000 Penalty: 3006.013428
	Iteration 38Q: 3 clusters Score -1129112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1129116.750000 Penalty: 3006.013428
	Iteration 39Q: 3 clusters Score -1129117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1129120.250000 Penalty: 3006.013428
	Iteration 40F: 3 clusters Score -1129120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1129121.000000 Penalty: 3006.013428
	Iteration 41Q: 3 clusters Score -1129121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1129124.625000 Penalty: 3006.013428
	Iteration 42Q: 3 clusters Score -1129125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1129131.000000 Penalty: 3006.013428
	Iteration 43Q: 3 clusters Score -1129131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1129136.000000 Penalty: 3006.013428
	Iteration 44Q: 3 clusters Score -1129136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1129138.875000 Penalty: 3006.013428
	Iteration 45Q: 3 clusters Score -1129139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1129139.125000 Penalty: 3006.013428
	Iteration 46Q: 3 clusters Score -1129139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1129141.875000 Penalty: 3006.013428
	Iteration 47Q: 3 clusters Score -1129142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1129143.875000 Penalty: 3006.013428
	Iteration 48Q: 3 clusters Score -1129144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1129144.125000 Penalty: 3006.013428
	Iteration 49Q: 3 clusters Score -1129144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1129145.625000 Penalty: 3006.013428
	Iteration 50Q: 3 clusters Score -1129146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1129144.875000 Penalty: 3006.013428
	Iteration 51Q: 3 clusters Score -1129145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1129148.000000 Penalty: 3006.013428
	Iteration 52Q: 3 clusters Score -1129148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1129149.000000 Penalty: 3006.013428
	Iteration 53Q: 3 clusters Score -1129149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1129147.375000 Penalty: 3006.013428
	Iteration 54Q: 3 clusters Score -1129147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1129149.250000 Penalty: 3006.013428
	Iteration 55Q: 3 clusters Score -1129149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1129148.375000 Penalty: 3006.013428
	Iteration 56Q: 3 clusters Score -1129148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1129150.500000 Penalty: 3006.013428
	Iteration 57Q: 3 clusters Score -1129150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1129150.000000 Penalty: 3006.013428
	Iteration 58Q: 3 clusters Score -1129150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1129148.625000 Penalty: 3006.013428
	Iteration 59Q: 3 clusters Score -1129149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1129148.250000 Penalty: 3006.013428
	Iteration 60F: 3 clusters Score -1129148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -55046.714844 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -55046.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53873.289062 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53873.29 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54116.816406 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -54116.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54263.531250 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54263.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54357.929688 Penalty: 2107.506592
	Iteration 3F: 3 clusters Score -54357.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54431.843750 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -54431.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54486.789062 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54486.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54559.339844 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54559.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54599.691406 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54599.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54629.390625 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54629.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54655.937500 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -54655.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54672.527344 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -54672.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54691.488281 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -54691.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54703.714844 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -54703.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54710.460938 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -54710.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54724.769531 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -54724.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54740.375000 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -54740.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54767.070312 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -54767.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54784.878906 Penalty: 2107.506592
	Iteration 17Q: 3 clusters Score -54784.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54793.468750 Penalty: 2107.506592
	Iteration 18Q: 3 clusters Score -54793.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54793.468750 Penalty: 2107.506592
	Iteration 19F: 3 clusters Score -54793.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Entering Unmasked Estep 
Score: -9702834.000000 Penalty: 1852.205444
	Iteration 0F: 2 clusters Score -9702834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -9642935.000000 Penalty: 3704.410889
	Iteration 0F: 3 clusters Score -9642935 nChanged 42610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -9667357.000000 Penalty: 3704.410889
	Iteration 1F: 3 clusters Score -9667357 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9668135.000000 Penalty: 3704.410889
	Iteration 2Q: 3 clusters Score -9668135 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -9669420.000000 Penalty: 3704.410889
	Iteration 3Q: 3 clusters Score -9669420 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -9671515.000000 Penalty: 3704.410889
	Iteration 4F: 3 clusters Score -9671515 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -9675021.000000 Penalty: 3704.410889
	Iteration 5F: 3 clusters Score -9675021 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -9680564.000000 Penalty: 3704.410889
	Iteration 6F: 3 clusters Score -9680564 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -9687156.000000 Penalty: 3704.410889
	Iteration 7F: 3 clusters Score -9687156 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -9693333.000000 Penalty: 3704.410889
	Iteration 8F: 3 clusters Score -9693333 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -9697688.000000 Penalty: 3704.410889
	Iteration 9Q: 3 clusters Score -9697688 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -9699858.000000 Penalty: 3704.410889
	Iteration 10Q: 3 clusters Score -9699858 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -9700742.000000 Penalty: 3704.410889
	Iteration 11Q: 3 clusters Score -9700742 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -9701004.000000 Penalty: 3704.410889
	Iteration 12Q: 3 clusters Score -9701004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -9701087.000000 Penalty: 3704.410889
	Iteration 13Q: 3 clusters Score -9701087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -9701133.000000 Penalty: 3704.410889
	Iteration 14Q: 3 clusters Score -9701133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -9701165.000000 Penalty: 3704.410889
	Iteration 15Q: 3 clusters Score -9701165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 89013 members 
Entering Unmasked Estep 
Score: -9701188.000000 Penalty: 3704.410889
	Iteration 16Q: 3 clusters Score -9701188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -9701191.000000 Penalty: 3704.410889
	Iteration 17Q: 3 clusters Score -9701191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -9701191.000000 Penalty: 3704.410889
	Iteration 18F: 3 clusters Score -9701191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -597882.250000 Penalty: 1408.386108
	Iteration 0F: 2 clusters Score -597882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -593399.125000 Penalty: 2816.772217
	Iteration 0F: 3 clusters Score -593399.1 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -594649.125000 Penalty: 2816.772217
	Iteration 1F: 3 clusters Score -594649.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -594846.875000 Penalty: 2816.772217
	Iteration 2F: 3 clusters Score -594846.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -594976.937500 Penalty: 2816.772217
	Iteration 3F: 3 clusters Score -594976.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -595054.500000 Penalty: 2816.772217
	Iteration 4Q: 3 clusters Score -595054.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -595103.437500 Penalty: 2816.772217
	Iteration 5Q: 3 clusters Score -595103.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -595143.500000 Penalty: 2816.772217
	Iteration 6Q: 3 clusters Score -595143.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -595183.750000 Penalty: 2816.772217
	Iteration 7Q: 3 clusters Score -595183.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -595214.812500 Penalty: 2816.772217
	Iteration 8Q: 3 clusters Score -595214.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -595250.187500 Penalty: 2816.772217
	Iteration 9Q: 3 clusters Score -595250.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -595280.000000 Penalty: 2816.772217
	Iteration 10Q: 3 clusters Score -595280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -595305.625000 Penalty: 2816.772217
	Iteration 11Q: 3 clusters Score -595305.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -595332.875000 Penalty: 2816.772217
	Iteration 12Q: 3 clusters Score -595332.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -595362.875000 Penalty: 2816.772217
	Iteration 13Q: 3 clusters Score -595362.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -595395.187500 Penalty: 2816.772217
	Iteration 14Q: 3 clusters Score -595395.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -595429.437500 Penalty: 2816.772217
	Iteration 15Q: 3 clusters Score -595429.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -595467.750000 Penalty: 2816.772217
	Iteration 16Q: 3 clusters Score -595467.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -595518.500000 Penalty: 2816.772217
	Iteration 17Q: 3 clusters Score -595518.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -595567.062500 Penalty: 2816.772217
	Iteration 18Q: 3 clusters Score -595567.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -595612.125000 Penalty: 2816.772217
	Iteration 19Q: 3 clusters Score -595612.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -595670.937500 Penalty: 2816.772217
	Iteration 20F: 3 clusters Score -595670.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -595751.187500 Penalty: 2816.772217
	Iteration 21Q: 3 clusters Score -595751.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -595860.000000 Penalty: 2816.772217
	Iteration 22Q: 3 clusters Score -595860 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -595966.625000 Penalty: 2816.772217
	Iteration 23Q: 3 clusters Score -595966.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -596070.437500 Penalty: 2816.772217
	Iteration 24Q: 3 clusters Score -596070.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -596149.875000 Penalty: 2816.772217
	Iteration 25Q: 3 clusters Score -596149.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -596222.062500 Penalty: 2816.772217
	Iteration 26Q: 3 clusters Score -596222.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -596309.812500 Penalty: 2816.772217
	Iteration 27Q: 3 clusters Score -596309.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -596404.750000 Penalty: 2816.772217
	Iteration 28Q: 3 clusters Score -596404.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -596474.562500 Penalty: 2816.772217
	Iteration 29Q: 3 clusters Score -596474.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -596532.875000 Penalty: 2816.772217
	Iteration 30Q: 3 clusters Score -596532.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -596561.375000 Penalty: 2816.772217
	Iteration 31Q: 3 clusters Score -596561.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -596592.500000 Penalty: 2816.772217
	Iteration 32Q: 3 clusters Score -596592.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -596608.375000 Penalty: 2816.772217
	Iteration 33Q: 3 clusters Score -596608.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -596620.187500 Penalty: 2816.772217
	Iteration 34Q: 3 clusters Score -596620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -596629.875000 Penalty: 2816.772217
	Iteration 35Q: 3 clusters Score -596629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -596636.437500 Penalty: 2816.772217
	Iteration 36Q: 3 clusters Score -596636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -596641.437500 Penalty: 2816.772217
	Iteration 37Q: 3 clusters Score -596641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -596643.687500 Penalty: 2816.772217
	Iteration 38Q: 3 clusters Score -596643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -596645.125000 Penalty: 2816.772217
	Iteration 39Q: 3 clusters Score -596645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -596646.687500 Penalty: 2816.772217
	Iteration 40F: 3 clusters Score -596646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -596648.812500 Penalty: 2816.772217
	Iteration 41Q: 3 clusters Score -596648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -596648.812500 Penalty: 2816.772217
	Iteration 42F: 3 clusters Score -596648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Entering Unmasked Estep 
Score: -1136485.625000 Penalty: 1517.458374
	Iteration 0F: 2 clusters Score -1136486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1128559.875000 Penalty: 3034.916748
	Iteration 0F: 3 clusters Score -1128560 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1131403.000000 Penalty: 3034.916748
	Iteration 1F: 3 clusters Score -1131403 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1131801.375000 Penalty: 3034.916748
	Iteration 2F: 3 clusters Score -1131801 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1132199.250000 Penalty: 3034.916748
	Iteration 3F: 3 clusters Score -1132199 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1132543.875000 Penalty: 3034.916748
	Iteration 4F: 3 clusters Score -1132544 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1132819.500000 Penalty: 3034.916748
	Iteration 5Q: 3 clusters Score -1132820 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1133067.625000 Penalty: 3034.916748
	Iteration 6Q: 3 clusters Score -1133068 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1133313.750000 Penalty: 3034.916748
	Iteration 7Q: 3 clusters Score -1133314 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1133558.250000 Penalty: 3034.916748
	Iteration 8Q: 3 clusters Score -1133558 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1133784.000000 Penalty: 3034.916748
	Iteration 9Q: 3 clusters Score -1133784 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1134005.625000 Penalty: 3034.916748
	Iteration 10Q: 3 clusters Score -1134006 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1134223.375000 Penalty: 3034.916748
	Iteration 11Q: 3 clusters Score -1134223 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1134450.375000 Penalty: 3034.916748
	Iteration 12Q: 3 clusters Score -1134450 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1134657.875000 Penalty: 3034.916748
	Iteration 13Q: 3 clusters Score -1134658 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1134842.375000 Penalty: 3034.916748
	Iteration 14Q: 3 clusters Score -1134842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1134979.500000 Penalty: 3034.916748
	Iteration 15Q: 3 clusters Score -1134980 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1135091.125000 Penalty: 3034.916748
	Iteration 16Q: 3 clusters Score -1135091 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1135162.875000 Penalty: 3034.916748
	Iteration 17Q: 3 clusters Score -1135163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1135216.375000 Penalty: 3034.916748
	Iteration 18Q: 3 clusters Score -1135216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1135256.000000 Penalty: 3034.916748
	Iteration 19Q: 3 clusters Score -1135256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1135284.875000 Penalty: 3034.916748
	Iteration 20F: 3 clusters Score -1135285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1135300.625000 Penalty: 3034.916748
	Iteration 21Q: 3 clusters Score -1135301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1135313.000000 Penalty: 3034.916748
	Iteration 22Q: 3 clusters Score -1135313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1135329.250000 Penalty: 3034.916748
	Iteration 23Q: 3 clusters Score -1135329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1135340.875000 Penalty: 3034.916748
	Iteration 24Q: 3 clusters Score -1135341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1135349.500000 Penalty: 3034.916748
	Iteration 25Q: 3 clusters Score -1135350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1135357.125000 Penalty: 3034.916748
	Iteration 26Q: 3 clusters Score -1135357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1135363.500000 Penalty: 3034.916748
	Iteration 27Q: 3 clusters Score -1135364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1135368.250000 Penalty: 3034.916748
	Iteration 28Q: 3 clusters Score -1135368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1135371.000000 Penalty: 3034.916748
	Iteration 29Q: 3 clusters Score -1135371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1135373.250000 Penalty: 3034.916748
	Iteration 30Q: 3 clusters Score -1135373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1135379.250000 Penalty: 3034.916748
	Iteration 31Q: 3 clusters Score -1135379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1135381.125000 Penalty: 3034.916748
	Iteration 32Q: 3 clusters Score -1135381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1135384.750000 Penalty: 3034.916748
	Iteration 33Q: 3 clusters Score -1135385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1135384.250000 Penalty: 3034.916748
	Iteration 34Q: 3 clusters Score -1135384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1135387.375000 Penalty: 3034.916748
	Iteration 35Q: 3 clusters Score -1135387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1135390.375000 Penalty: 3034.916748
	Iteration 36Q: 3 clusters Score -1135390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1135393.250000 Penalty: 3034.916748
	Iteration 37Q: 3 clusters Score -1135393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1135394.125000 Penalty: 3034.916748
	Iteration 38Q: 3 clusters Score -1135394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1135398.000000 Penalty: 3034.916748
	Iteration 39Q: 3 clusters Score -1135398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1135399.500000 Penalty: 3034.916748
	Iteration 40F: 3 clusters Score -1135400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1135403.125000 Penalty: 3034.916748
	Iteration 41Q: 3 clusters Score -1135403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1135403.625000 Penalty: 3034.916748
	Iteration 42Q: 3 clusters Score -1135404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1135405.875000 Penalty: 3034.916748
	Iteration 43Q: 3 clusters Score -1135406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1135407.125000 Penalty: 3034.916748
	Iteration 44Q: 3 clusters Score -1135407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1135410.125000 Penalty: 3034.916748
	Iteration 45Q: 3 clusters Score -1135410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1135409.500000 Penalty: 3034.916748
	Iteration 46Q: 3 clusters Score -1135410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1135409.750000 Penalty: 3034.916748
	Iteration 47Q: 3 clusters Score -1135410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1135409.500000 Penalty: 3034.916748
	Iteration 48Q: 3 clusters Score -1135410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1135410.875000 Penalty: 3034.916748
	Iteration 49Q: 3 clusters Score -1135411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1135411.000000 Penalty: 3034.916748
	Iteration 50Q: 3 clusters Score -1135411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1135410.000000 Penalty: 3034.916748
	Iteration 51Q: 3 clusters Score -1135410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1135410.000000 Penalty: 3034.916748
	Iteration 52F: 3 clusters Score -1135410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1037822.875000 Penalty: 1499.627075
	Iteration 0F: 2 clusters Score -1037823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1030496.000000 Penalty: 2999.254150
	Iteration 0F: 3 clusters Score -1030496 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1032822.375000 Penalty: 2999.254150
	Iteration 1F: 3 clusters Score -1032822 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1033118.562500 Penalty: 2999.254150
	Iteration 2F: 3 clusters Score -1033119 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1033406.062500 Penalty: 2999.254150
	Iteration 3F: 3 clusters Score -1033406 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1033657.875000 Penalty: 2999.254150
	Iteration 4F: 3 clusters Score -1033658 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1033892.125000 Penalty: 2999.254150
	Iteration 5Q: 3 clusters Score -1033892 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1034120.750000 Penalty: 2999.254150
	Iteration 6Q: 3 clusters Score -1034121 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1034350.125000 Penalty: 2999.254150
	Iteration 7Q: 3 clusters Score -1034350 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1034600.187500 Penalty: 2999.254150
	Iteration 8Q: 3 clusters Score -1034600 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1034875.062500 Penalty: 2999.254150
	Iteration 9Q: 3 clusters Score -1034875 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1035167.625000 Penalty: 2999.254150
	Iteration 10Q: 3 clusters Score -1035168 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1035460.687500 Penalty: 2999.254150
	Iteration 11Q: 3 clusters Score -1035461 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1035757.375000 Penalty: 2999.254150
	Iteration 12Q: 3 clusters Score -1035757 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1035990.125000 Penalty: 2999.254150
	Iteration 13Q: 3 clusters Score -1035990 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1036132.187500 Penalty: 2999.254150
	Iteration 14Q: 3 clusters Score -1036132 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1036228.125000 Penalty: 2999.254150
	Iteration 15Q: 3 clusters Score -1036228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1036282.312500 Penalty: 2999.254150
	Iteration 16Q: 3 clusters Score -1036282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1036320.125000 Penalty: 2999.254150
	Iteration 17Q: 3 clusters Score -1036320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1036348.375000 Penalty: 2999.254150
	Iteration 18Q: 3 clusters Score -1036348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1036378.250000 Penalty: 2999.254150
	Iteration 19Q: 3 clusters Score -1036378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1036402.375000 Penalty: 2999.254150
	Iteration 20F: 3 clusters Score -1036402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1036424.062500 Penalty: 2999.254150
	Iteration 21Q: 3 clusters Score -1036424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1036451.937500 Penalty: 2999.254150
	Iteration 22Q: 3 clusters Score -1036452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1036470.937500 Penalty: 2999.254150
	Iteration 23Q: 3 clusters Score -1036471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1036495.750000 Penalty: 2999.254150
	Iteration 24Q: 3 clusters Score -1036496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1036527.562500 Penalty: 2999.254150
	Iteration 25Q: 3 clusters Score -1036528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1036548.125000 Penalty: 2999.254150
	Iteration 26Q: 3 clusters Score -1036548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1036561.125000 Penalty: 2999.254150
	Iteration 27Q: 3 clusters Score -1036561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1036569.750000 Penalty: 2999.254150
	Iteration 28Q: 3 clusters Score -1036570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1036578.812500 Penalty: 2999.254150
	Iteration 29Q: 3 clusters Score -1036579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1036586.062500 Penalty: 2999.254150
	Iteration 30Q: 3 clusters Score -1036586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1036595.312500 Penalty: 2999.254150
	Iteration 31Q: 3 clusters Score -1036595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1036597.000000 Penalty: 2999.254150
	Iteration 32Q: 3 clusters Score -1036597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1036599.875000 Penalty: 2999.254150
	Iteration 33Q: 3 clusters Score -1036600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1036607.000000 Penalty: 2999.254150
	Iteration 34Q: 3 clusters Score -1036607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1036609.250000 Penalty: 2999.254150
	Iteration 35Q: 3 clusters Score -1036609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1036611.937500 Penalty: 2999.254150
	Iteration 36Q: 3 clusters Score -1036612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1036617.437500 Penalty: 2999.254150
	Iteration 37Q: 3 clusters Score -1036617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1036617.062500 Penalty: 2999.254150
	Iteration 38Q: 3 clusters Score -1036617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1036618.875000 Penalty: 2999.254150
	Iteration 39Q: 3 clusters Score -1036619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1036618.250000 Penalty: 2999.254150
	Iteration 40F: 3 clusters Score -1036618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1036622.875000 Penalty: 2999.254150
	Iteration 41Q: 3 clusters Score -1036623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1036623.750000 Penalty: 2999.254150
	Iteration 42Q: 3 clusters Score -1036624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1036626.937500 Penalty: 2999.254150
	Iteration 43Q: 3 clusters Score -1036627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1036629.125000 Penalty: 2999.254150
	Iteration 44Q: 3 clusters Score -1036629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1036630.500000 Penalty: 2999.254150
	Iteration 45Q: 3 clusters Score -1036630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1036634.437500 Penalty: 2999.254150
	Iteration 46Q: 3 clusters Score -1036634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1036635.125000 Penalty: 2999.254150
	Iteration 47Q: 3 clusters Score -1036635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1036640.000000 Penalty: 2999.254150
	Iteration 48Q: 3 clusters Score -1036640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1036648.062500 Penalty: 2999.254150
	Iteration 49Q: 3 clusters Score -1036648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1036653.000000 Penalty: 2999.254150
	Iteration 50Q: 3 clusters Score -1036653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1036660.812500 Penalty: 2999.254150
	Iteration 51Q: 3 clusters Score -1036661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1036663.812500 Penalty: 2999.254150
	Iteration 52Q: 3 clusters Score -1036664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1036663.500000 Penalty: 2999.254150
	Iteration 53Q: 3 clusters Score -1036664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1036663.937500 Penalty: 2999.254150
	Iteration 54Q: 3 clusters Score -1036664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1036666.312500 Penalty: 2999.254150
	Iteration 55Q: 3 clusters Score -1036666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1036667.125000 Penalty: 2999.254150
	Iteration 56Q: 3 clusters Score -1036667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1036666.250000 Penalty: 2999.254150
	Iteration 57Q: 3 clusters Score -1036666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1036667.500000 Penalty: 2999.254150
	Iteration 58Q: 3 clusters Score -1036668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1036669.937500 Penalty: 2999.254150
	Iteration 59Q: 3 clusters Score -1036670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1036669.187500 Penalty: 2999.254150
	Iteration 60F: 3 clusters Score -1036669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1036669.312500 Penalty: 2999.254150
	Iteration 61Q: 3 clusters Score -1036669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1036669.312500 Penalty: 2999.254150
	Iteration 62F: 3 clusters Score -1036669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -167575.265625 Penalty: 1224.312134
	Iteration 0F: 2 clusters Score -167575.3 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 963 members 
Entering Unmasked Estep 
Score: -165628.171875 Penalty: 2448.624268
	Iteration 0F: 3 clusters Score -165628.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -166382.812500 Penalty: 2448.624268
	Iteration 1F: 3 clusters Score -166382.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -166910.828125 Penalty: 2448.624268
	Iteration 2F: 3 clusters Score -166910.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -167368.812500 Penalty: 2448.624268
	Iteration 3F: 3 clusters Score -167368.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -167670.468750 Penalty: 2448.624268
	Iteration 4F: 3 clusters Score -167670.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -167848.296875 Penalty: 2448.624268
	Iteration 5F: 3 clusters Score -167848.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -167933.203125 Penalty: 2448.624268
	Iteration 6Q: 3 clusters Score -167933.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -167984.031250 Penalty: 2448.624268
	Iteration 7Q: 3 clusters Score -167984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -168023.468750 Penalty: 2448.624268
	Iteration 8Q: 3 clusters Score -168023.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -168055.812500 Penalty: 2448.624268
	Iteration 9Q: 3 clusters Score -168055.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -168072.218750 Penalty: 2448.624268
	Iteration 10Q: 3 clusters Score -168072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -168081.203125 Penalty: 2448.624268
	Iteration 11Q: 3 clusters Score -168081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -168089.500000 Penalty: 2448.624268
	Iteration 12Q: 3 clusters Score -168089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -168095.843750 Penalty: 2448.624268
	Iteration 13Q: 3 clusters Score -168095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168098.921875 Penalty: 2448.624268
	Iteration 14Q: 3 clusters Score -168098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -168101.468750 Penalty: 2448.624268
	Iteration 15Q: 3 clusters Score -168101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -168102.234375 Penalty: 2448.624268
	Iteration 16Q: 3 clusters Score -168102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -168102.953125 Penalty: 2448.624268
	Iteration 17Q: 3 clusters Score -168103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168103.062500 Penalty: 2448.624268
	Iteration 18Q: 3 clusters Score -168103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168103.062500 Penalty: 2448.624268
	Iteration 19F: 3 clusters Score -168103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110101 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6167 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14213 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59134 members 
Mstep: Class 36 contains 178152 members 
Mstep: Class 37 contains 103029 members 
Mstep: Class 38 contains 175237 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2444 members 
Mstep: Class 44 contains 1269 members 
Entering Unmasked Estep 
Score: -101042920.000000 Penalty: 98589.312500
Splitting cluster 8 changes total score from -101043408.000000 to -101042920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Entering Unmasked Estep 
Score: -1092871.625000 Penalty: 1514.252441
	Iteration 0F: 2 clusters Score -1092872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1084916.875000 Penalty: 3028.504883
	Iteration 0F: 3 clusters Score -1084917 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1087665.250000 Penalty: 3028.504883
	Iteration 1F: 3 clusters Score -1087665 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1088095.875000 Penalty: 3028.504883
	Iteration 2F: 3 clusters Score -1088096 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1088529.375000 Penalty: 3028.504883
	Iteration 3F: 3 clusters Score -1088529 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1088913.250000 Penalty: 3028.504883
	Iteration 4F: 3 clusters Score -1088913 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1089254.125000 Penalty: 3028.504883
	Iteration 5F: 3 clusters Score -1089254 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1089536.750000 Penalty: 3028.504883
	Iteration 6Q: 3 clusters Score -1089537 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1089762.750000 Penalty: 3028.504883
	Iteration 7Q: 3 clusters Score -1089763 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1089938.875000 Penalty: 3028.504883
	Iteration 8Q: 3 clusters Score -1089939 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1090049.875000 Penalty: 3028.504883
	Iteration 9Q: 3 clusters Score -1090050 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1090132.625000 Penalty: 3028.504883
	Iteration 10Q: 3 clusters Score -1090133 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1090193.250000 Penalty: 3028.504883
	Iteration 11Q: 3 clusters Score -1090193 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1090239.125000 Penalty: 3028.504883
	Iteration 12Q: 3 clusters Score -1090239 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1090277.250000 Penalty: 3028.504883
	Iteration 13Q: 3 clusters Score -1090277 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1090306.625000 Penalty: 3028.504883
	Iteration 14Q: 3 clusters Score -1090307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1090344.375000 Penalty: 3028.504883
	Iteration 15Q: 3 clusters Score -1090344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1090382.250000 Penalty: 3028.504883
	Iteration 16Q: 3 clusters Score -1090382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1090415.625000 Penalty: 3028.504883
	Iteration 17Q: 3 clusters Score -1090416 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1090454.375000 Penalty: 3028.504883
	Iteration 18Q: 3 clusters Score -1090454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1090493.000000 Penalty: 3028.504883
	Iteration 19Q: 3 clusters Score -1090493 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1090537.625000 Penalty: 3028.504883
	Iteration 20F: 3 clusters Score -1090538 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1090592.250000 Penalty: 3028.504883
	Iteration 21Q: 3 clusters Score -1090592 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1090676.250000 Penalty: 3028.504883
	Iteration 22Q: 3 clusters Score -1090676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1090776.500000 Penalty: 3028.504883
	Iteration 23Q: 3 clusters Score -1090776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1090890.625000 Penalty: 3028.504883
	Iteration 24Q: 3 clusters Score -1090891 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1091023.250000 Penalty: 3028.504883
	Iteration 25Q: 3 clusters Score -1091023 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1091181.750000 Penalty: 3028.504883
	Iteration 26Q: 3 clusters Score -1091182 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1091344.125000 Penalty: 3028.504883
	Iteration 27Q: 3 clusters Score -1091344 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1091466.500000 Penalty: 3028.504883
	Iteration 28Q: 3 clusters Score -1091466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1091554.625000 Penalty: 3028.504883
	Iteration 29Q: 3 clusters Score -1091555 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1091642.875000 Penalty: 3028.504883
	Iteration 30Q: 3 clusters Score -1091643 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1091736.750000 Penalty: 3028.504883
	Iteration 31Q: 3 clusters Score -1091737 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1091851.375000 Penalty: 3028.504883
	Iteration 32Q: 3 clusters Score -1091851 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1091952.625000 Penalty: 3028.504883
	Iteration 33Q: 3 clusters Score -1091953 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1092051.250000 Penalty: 3028.504883
	Iteration 34Q: 3 clusters Score -1092051 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1092098.375000 Penalty: 3028.504883
	Iteration 35Q: 3 clusters Score -1092098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1092132.500000 Penalty: 3028.504883
	Iteration 36Q: 3 clusters Score -1092132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1092154.500000 Penalty: 3028.504883
	Iteration 37Q: 3 clusters Score -1092154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1092171.750000 Penalty: 3028.504883
	Iteration 38Q: 3 clusters Score -1092172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1092184.625000 Penalty: 3028.504883
	Iteration 39Q: 3 clusters Score -1092185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1092192.125000 Penalty: 3028.504883
	Iteration 40F: 3 clusters Score -1092192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1092198.375000 Penalty: 3028.504883
	Iteration 41Q: 3 clusters Score -1092198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1092205.500000 Penalty: 3028.504883
	Iteration 42Q: 3 clusters Score -1092206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1092205.250000 Penalty: 3028.504883
	Iteration 43Q: 3 clusters Score -1092205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1092210.125000 Penalty: 3028.504883
	Iteration 44Q: 3 clusters Score -1092210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1092212.500000 Penalty: 3028.504883
	Iteration 45Q: 3 clusters Score -1092212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1092214.125000 Penalty: 3028.504883
	Iteration 46Q: 3 clusters Score -1092214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1092214.625000 Penalty: 3028.504883
	Iteration 47Q: 3 clusters Score -1092215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1092217.250000 Penalty: 3028.504883
	Iteration 48Q: 3 clusters Score -1092217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1092220.000000 Penalty: 3028.504883
	Iteration 49Q: 3 clusters Score -1092220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1092220.625000 Penalty: 3028.504883
	Iteration 50Q: 3 clusters Score -1092221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1092222.000000 Penalty: 3028.504883
	Iteration 51Q: 3 clusters Score -1092222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1092222.500000 Penalty: 3028.504883
	Iteration 52Q: 3 clusters Score -1092222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1092223.625000 Penalty: 3028.504883
	Iteration 53Q: 3 clusters Score -1092224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1092224.500000 Penalty: 3028.504883
	Iteration 54Q: 3 clusters Score -1092224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1092224.750000 Penalty: 3028.504883
	Iteration 55Q: 3 clusters Score -1092225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1092225.000000 Penalty: 3028.504883
	Iteration 56Q: 3 clusters Score -1092225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1092224.375000 Penalty: 3028.504883
	Iteration 57Q: 3 clusters Score -1092224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1092226.000000 Penalty: 3028.504883
	Iteration 58Q: 3 clusters Score -1092226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1092228.750000 Penalty: 3028.504883
	Iteration 59Q: 3 clusters Score -1092229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1092231.875000 Penalty: 3028.504883
	Iteration 60F: 3 clusters Score -1092232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1092231.500000 Penalty: 3028.504883
	Iteration 61Q: 3 clusters Score -1092232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1092232.125000 Penalty: 3028.504883
	Iteration 62Q: 3 clusters Score -1092232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1092232.750000 Penalty: 3028.504883
	Iteration 63Q: 3 clusters Score -1092233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1092232.625000 Penalty: 3028.504883
	Iteration 64Q: 3 clusters Score -1092233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1092236.000000 Penalty: 3028.504883
	Iteration 65Q: 3 clusters Score -1092236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1092238.750000 Penalty: 3028.504883
	Iteration 66Q: 3 clusters Score -1092239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1092238.250000 Penalty: 3028.504883
	Iteration 67Q: 3 clusters Score -1092238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1092239.000000 Penalty: 3028.504883
	Iteration 68Q: 3 clusters Score -1092239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1092240.125000 Penalty: 3028.504883
	Iteration 69Q: 3 clusters Score -1092240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1092240.375000 Penalty: 3028.504883
	Iteration 70Q: 3 clusters Score -1092240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1092241.000000 Penalty: 3028.504883
	Iteration 71Q: 3 clusters Score -1092241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1092241.125000 Penalty: 3028.504883
	Iteration 72Q: 3 clusters Score -1092241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1092243.000000 Penalty: 3028.504883
	Iteration 73Q: 3 clusters Score -1092243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1092242.625000 Penalty: 3028.504883
	Iteration 74Q: 3 clusters Score -1092243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1092243.875000 Penalty: 3028.504883
	Iteration 75Q: 3 clusters Score -1092244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1092243.750000 Penalty: 3028.504883
	Iteration 76Q: 3 clusters Score -1092244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1092244.875000 Penalty: 3028.504883
	Iteration 77Q: 3 clusters Score -1092245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1092243.875000 Penalty: 3028.504883
	Iteration 78Q: 3 clusters Score -1092244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1092245.625000 Penalty: 3028.504883
	Iteration 79Q: 3 clusters Score -1092246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1092248.000000 Penalty: 3028.504883
	Iteration 80F: 3 clusters Score -1092248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1092248.250000 Penalty: 3028.504883
	Iteration 81Q: 3 clusters Score -1092248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1092249.625000 Penalty: 3028.504883
	Iteration 82Q: 3 clusters Score -1092250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1092247.875000 Penalty: 3028.504883
	Iteration 83Q: 3 clusters Score -1092248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1092249.375000 Penalty: 3028.504883
	Iteration 84Q: 3 clusters Score -1092249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1092251.500000 Penalty: 3028.504883
	Iteration 85Q: 3 clusters Score -1092252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1092249.750000 Penalty: 3028.504883
	Iteration 86Q: 3 clusters Score -1092250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1092251.250000 Penalty: 3028.504883
	Iteration 87Q: 3 clusters Score -1092251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1092252.000000 Penalty: 3028.504883
	Iteration 88Q: 3 clusters Score -1092252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1092254.375000 Penalty: 3028.504883
	Iteration 89Q: 3 clusters Score -1092254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1092255.625000 Penalty: 3028.504883
	Iteration 90Q: 3 clusters Score -1092256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1092253.625000 Penalty: 3028.504883
	Iteration 91Q: 3 clusters Score -1092254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1092252.875000 Penalty: 3028.504883
	Iteration 92Q: 3 clusters Score -1092253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1092253.000000 Penalty: 3028.504883
	Iteration 93Q: 3 clusters Score -1092253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1092253.000000 Penalty: 3028.504883
	Iteration 94F: 3 clusters Score -1092253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -120283.367188 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -120283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118725.781250 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -118725.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -119005.882812 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -119005.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119090.289062 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -119090.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119130.437500 Penalty: 2284.165527
	Iteration 3Q: 3 clusters Score -119130.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119153.390625 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -119153.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119167.398438 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -119167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119178.164062 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -119178.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119184.242188 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -119184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119189.273438 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -119189.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119196.812500 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -119196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119207.960938 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -119208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119213.304688 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -119213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119215.695312 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -119215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119216.304688 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -119216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119217.250000 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -119217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -119217.742188 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -119217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119219.226562 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -119219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119220.789062 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -119220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119223.718750 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -119223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119224.859375 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -119224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119226.531250 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -119226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119227.304688 Penalty: 2284.165527
	Iteration 21Q: 3 clusters Score -119227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119227.304688 Penalty: 2284.165527
	Iteration 22F: 3 clusters Score -119227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Entering Unmasked Estep 
Score: -1473483.500000 Penalty: 1547.492676
	Iteration 0F: 2 clusters Score -1473484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1463931.750000 Penalty: 3094.985352
	Iteration 0F: 3 clusters Score -1463932 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1467033.250000 Penalty: 3094.985352
	Iteration 1F: 3 clusters Score -1467033 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1467292.250000 Penalty: 3094.985352
	Iteration 2Q: 3 clusters Score -1467292 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1467563.875000 Penalty: 3094.985352
	Iteration 3Q: 3 clusters Score -1467564 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1467838.875000 Penalty: 3094.985352
	Iteration 4Q: 3 clusters Score -1467839 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1468102.125000 Penalty: 3094.985352
	Iteration 5Q: 3 clusters Score -1468102 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1468381.250000 Penalty: 3094.985352
	Iteration 6Q: 3 clusters Score -1468381 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1468695.375000 Penalty: 3094.985352
	Iteration 7Q: 3 clusters Score -1468695 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1469014.125000 Penalty: 3094.985352
	Iteration 8Q: 3 clusters Score -1469014 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1469368.000000 Penalty: 3094.985352
	Iteration 9Q: 3 clusters Score -1469368 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1469715.750000 Penalty: 3094.985352
	Iteration 10Q: 3 clusters Score -1469716 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1469992.375000 Penalty: 3094.985352
	Iteration 11Q: 3 clusters Score -1469992 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1470230.500000 Penalty: 3094.985352
	Iteration 12Q: 3 clusters Score -1470230 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1470462.750000 Penalty: 3094.985352
	Iteration 13Q: 3 clusters Score -1470463 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1470680.500000 Penalty: 3094.985352
	Iteration 14Q: 3 clusters Score -1470680 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1470870.875000 Penalty: 3094.985352
	Iteration 15Q: 3 clusters Score -1470871 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1471025.875000 Penalty: 3094.985352
	Iteration 16Q: 3 clusters Score -1471026 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1471169.375000 Penalty: 3094.985352
	Iteration 17Q: 3 clusters Score -1471169 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1471322.500000 Penalty: 3094.985352
	Iteration 18Q: 3 clusters Score -1471322 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1471453.250000 Penalty: 3094.985352
	Iteration 19Q: 3 clusters Score -1471453 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1471580.500000 Penalty: 3094.985352
	Iteration 20F: 3 clusters Score -1471580 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1471687.375000 Penalty: 3094.985352
	Iteration 21Q: 3 clusters Score -1471687 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1471792.750000 Penalty: 3094.985352
	Iteration 22Q: 3 clusters Score -1471793 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1471869.750000 Penalty: 3094.985352
	Iteration 23Q: 3 clusters Score -1471870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1471932.750000 Penalty: 3094.985352
	Iteration 24Q: 3 clusters Score -1471933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1471999.125000 Penalty: 3094.985352
	Iteration 25Q: 3 clusters Score -1471999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1472036.625000 Penalty: 3094.985352
	Iteration 26Q: 3 clusters Score -1472037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1472069.000000 Penalty: 3094.985352
	Iteration 27Q: 3 clusters Score -1472069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1472094.375000 Penalty: 3094.985352
	Iteration 28Q: 3 clusters Score -1472094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1472113.750000 Penalty: 3094.985352
	Iteration 29Q: 3 clusters Score -1472114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1472126.625000 Penalty: 3094.985352
	Iteration 30Q: 3 clusters Score -1472127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1472131.875000 Penalty: 3094.985352
	Iteration 31Q: 3 clusters Score -1472132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1472140.875000 Penalty: 3094.985352
	Iteration 32Q: 3 clusters Score -1472141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1472163.125000 Penalty: 3094.985352
	Iteration 33Q: 3 clusters Score -1472163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1472176.500000 Penalty: 3094.985352
	Iteration 34Q: 3 clusters Score -1472176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1472185.500000 Penalty: 3094.985352
	Iteration 35Q: 3 clusters Score -1472186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1472200.625000 Penalty: 3094.985352
	Iteration 36Q: 3 clusters Score -1472201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1472203.500000 Penalty: 3094.985352
	Iteration 37Q: 3 clusters Score -1472204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1472207.875000 Penalty: 3094.985352
	Iteration 38Q: 3 clusters Score -1472208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1472208.750000 Penalty: 3094.985352
	Iteration 39Q: 3 clusters Score -1472209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1472212.625000 Penalty: 3094.985352
	Iteration 40F: 3 clusters Score -1472213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1472215.250000 Penalty: 3094.985352
	Iteration 41Q: 3 clusters Score -1472215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1472217.500000 Penalty: 3094.985352
	Iteration 42Q: 3 clusters Score -1472218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1472216.875000 Penalty: 3094.985352
	Iteration 43Q: 3 clusters Score -1472217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1472218.125000 Penalty: 3094.985352
	Iteration 44Q: 3 clusters Score -1472218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1472217.625000 Penalty: 3094.985352
	Iteration 45Q: 3 clusters Score -1472218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1472220.375000 Penalty: 3094.985352
	Iteration 46Q: 3 clusters Score -1472220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1472220.750000 Penalty: 3094.985352
	Iteration 47Q: 3 clusters Score -1472221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1472223.000000 Penalty: 3094.985352
	Iteration 48Q: 3 clusters Score -1472223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1472223.000000 Penalty: 3094.985352
	Iteration 49F: 3 clusters Score -1472223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Entering Unmasked Estep 
Score: -1540908.125000 Penalty: 1563.163208
	Iteration 0F: 2 clusters Score -1540908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1530489.500000 Penalty: 3126.326416
	Iteration 0F: 3 clusters Score -1530490 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1534444.500000 Penalty: 3126.326416
	Iteration 1F: 3 clusters Score -1534444 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1534956.500000 Penalty: 3126.326416
	Iteration 2F: 3 clusters Score -1534956 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1535460.250000 Penalty: 3126.326416
	Iteration 3F: 3 clusters Score -1535460 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1535889.875000 Penalty: 3126.326416
	Iteration 4F: 3 clusters Score -1535890 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1536325.750000 Penalty: 3126.326416
	Iteration 5F: 3 clusters Score -1536326 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1536765.375000 Penalty: 3126.326416
	Iteration 6F: 3 clusters Score -1536765 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1537166.375000 Penalty: 3126.326416
	Iteration 7Q: 3 clusters Score -1537166 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1537577.375000 Penalty: 3126.326416
	Iteration 8Q: 3 clusters Score -1537577 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1537995.750000 Penalty: 3126.326416
	Iteration 9Q: 3 clusters Score -1537996 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1538384.000000 Penalty: 3126.326416
	Iteration 10Q: 3 clusters Score -1538384 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1538701.500000 Penalty: 3126.326416
	Iteration 11Q: 3 clusters Score -1538702 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1538941.875000 Penalty: 3126.326416
	Iteration 12Q: 3 clusters Score -1538942 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1539122.500000 Penalty: 3126.326416
	Iteration 13Q: 3 clusters Score -1539122 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1539234.250000 Penalty: 3126.326416
	Iteration 14Q: 3 clusters Score -1539234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1539310.625000 Penalty: 3126.326416
	Iteration 15Q: 3 clusters Score -1539311 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1539375.625000 Penalty: 3126.326416
	Iteration 16Q: 3 clusters Score -1539376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1539421.750000 Penalty: 3126.326416
	Iteration 17Q: 3 clusters Score -1539422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1539449.000000 Penalty: 3126.326416
	Iteration 18Q: 3 clusters Score -1539449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1539471.750000 Penalty: 3126.326416
	Iteration 19Q: 3 clusters Score -1539472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1539485.875000 Penalty: 3126.326416
	Iteration 20F: 3 clusters Score -1539486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1539497.000000 Penalty: 3126.326416
	Iteration 21Q: 3 clusters Score -1539497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1539505.125000 Penalty: 3126.326416
	Iteration 22Q: 3 clusters Score -1539505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1539513.250000 Penalty: 3126.326416
	Iteration 23Q: 3 clusters Score -1539513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1539516.375000 Penalty: 3126.326416
	Iteration 24Q: 3 clusters Score -1539516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1539518.875000 Penalty: 3126.326416
	Iteration 25Q: 3 clusters Score -1539519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1539520.625000 Penalty: 3126.326416
	Iteration 26Q: 3 clusters Score -1539521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1539523.875000 Penalty: 3126.326416
	Iteration 27Q: 3 clusters Score -1539524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1539526.000000 Penalty: 3126.326416
	Iteration 28Q: 3 clusters Score -1539526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1539527.375000 Penalty: 3126.326416
	Iteration 29Q: 3 clusters Score -1539527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1539538.875000 Penalty: 3126.326416
	Iteration 30Q: 3 clusters Score -1539539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1539539.125000 Penalty: 3126.326416
	Iteration 31Q: 3 clusters Score -1539539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1539542.125000 Penalty: 3126.326416
	Iteration 32Q: 3 clusters Score -1539542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1539544.250000 Penalty: 3126.326416
	Iteration 33Q: 3 clusters Score -1539544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1539543.250000 Penalty: 3126.326416
	Iteration 34Q: 3 clusters Score -1539543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1539547.875000 Penalty: 3126.326416
	Iteration 35Q: 3 clusters Score -1539548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1539551.875000 Penalty: 3126.326416
	Iteration 36Q: 3 clusters Score -1539552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1539553.750000 Penalty: 3126.326416
	Iteration 37Q: 3 clusters Score -1539554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1539556.875000 Penalty: 3126.326416
	Iteration 38Q: 3 clusters Score -1539557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1539562.000000 Penalty: 3126.326416
	Iteration 39Q: 3 clusters Score -1539562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1539568.875000 Penalty: 3126.326416
	Iteration 40F: 3 clusters Score -1539569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1539574.500000 Penalty: 3126.326416
	Iteration 41Q: 3 clusters Score -1539574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1539578.750000 Penalty: 3126.326416
	Iteration 42Q: 3 clusters Score -1539579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1539578.750000 Penalty: 3126.326416
	Iteration 43F: 3 clusters Score -1539579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -503815.593750 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -503815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -500102.218750 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -500102.2 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -501116.875000 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -501116.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -501293.906250 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -501293.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -501403.593750 Penalty: 2740.069092
	Iteration 3F: 3 clusters Score -501403.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -501491.562500 Penalty: 2740.069092
	Iteration 4Q: 3 clusters Score -501491.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -501557.187500 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -501557.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -501605.531250 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -501605.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -501642.812500 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -501642.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -501673.781250 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -501673.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -501699.312500 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -501699.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -501718.093750 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -501718.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -501742.218750 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -501742.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -501767.437500 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -501767.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -501791.750000 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -501791.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -501816.718750 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -501816.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -501844.406250 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -501844.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -501879.687500 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -501879.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -501903.937500 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -501903.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -501928.250000 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -501928.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -501951.437500 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -501951.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -501971.031250 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -501971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -501988.312500 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -501988.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -502005.125000 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -502005.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -502021.281250 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -502021.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -502032.781250 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -502032.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -502045.718750 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -502045.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -502058.750000 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -502058.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -502072.468750 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -502072.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -502086.781250 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -502086.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -502099.750000 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -502099.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -502108.937500 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -502108.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -502122.281250 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -502122.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -502139.718750 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -502139.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -502152.812500 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -502152.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -502166.406250 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -502166.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -502180.437500 Penalty: 2740.069092
	Iteration 35Q: 3 clusters Score -502180.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -502189.593750 Penalty: 2740.069092
	Iteration 36Q: 3 clusters Score -502189.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -502200.250000 Penalty: 2740.069092
	Iteration 37Q: 3 clusters Score -502200.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -502214.687500 Penalty: 2740.069092
	Iteration 38Q: 3 clusters Score -502214.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -502232.812500 Penalty: 2740.069092
	Iteration 39Q: 3 clusters Score -502232.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -502248.031250 Penalty: 2740.069092
	Iteration 40F: 3 clusters Score -502248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -502258.593750 Penalty: 2740.069092
	Iteration 41Q: 3 clusters Score -502258.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -502267.250000 Penalty: 2740.069092
	Iteration 42Q: 3 clusters Score -502267.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -502279.031250 Penalty: 2740.069092
	Iteration 43Q: 3 clusters Score -502279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -502291.437500 Penalty: 2740.069092
	Iteration 44Q: 3 clusters Score -502291.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -502306.250000 Penalty: 2740.069092
	Iteration 45Q: 3 clusters Score -502306.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -502316.343750 Penalty: 2740.069092
	Iteration 46Q: 3 clusters Score -502316.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -502332.375000 Penalty: 2740.069092
	Iteration 47Q: 3 clusters Score -502332.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -502349.562500 Penalty: 2740.069092
	Iteration 48Q: 3 clusters Score -502349.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -502367.500000 Penalty: 2740.069092
	Iteration 49Q: 3 clusters Score -502367.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -502386.218750 Penalty: 2740.069092
	Iteration 50Q: 3 clusters Score -502386.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -502398.781250 Penalty: 2740.069092
	Iteration 51Q: 3 clusters Score -502398.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -502409.687500 Penalty: 2740.069092
	Iteration 52Q: 3 clusters Score -502409.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -502418.406250 Penalty: 2740.069092
	Iteration 53Q: 3 clusters Score -502418.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -502427.062500 Penalty: 2740.069092
	Iteration 54Q: 3 clusters Score -502427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -502435.187500 Penalty: 2740.069092
	Iteration 55Q: 3 clusters Score -502435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -502440.000000 Penalty: 2740.069092
	Iteration 56Q: 3 clusters Score -502440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -502447.343750 Penalty: 2740.069092
	Iteration 57Q: 3 clusters Score -502447.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -502454.750000 Penalty: 2740.069092
	Iteration 58Q: 3 clusters Score -502454.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -502461.812500 Penalty: 2740.069092
	Iteration 59Q: 3 clusters Score -502461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -502469.593750 Penalty: 2740.069092
	Iteration 60F: 3 clusters Score -502469.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -502478.718750 Penalty: 2740.069092
	Iteration 61Q: 3 clusters Score -502478.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -502489.562500 Penalty: 2740.069092
	Iteration 62Q: 3 clusters Score -502489.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -502496.000000 Penalty: 2740.069092
	Iteration 63Q: 3 clusters Score -502496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -502500.968750 Penalty: 2740.069092
	Iteration 64Q: 3 clusters Score -502501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -502512.593750 Penalty: 2740.069092
	Iteration 65Q: 3 clusters Score -502512.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -502520.468750 Penalty: 2740.069092
	Iteration 66Q: 3 clusters Score -502520.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -502528.687500 Penalty: 2740.069092
	Iteration 67Q: 3 clusters Score -502528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -502536.187500 Penalty: 2740.069092
	Iteration 68Q: 3 clusters Score -502536.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -502543.625000 Penalty: 2740.069092
	Iteration 69Q: 3 clusters Score -502543.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -502548.656250 Penalty: 2740.069092
	Iteration 70Q: 3 clusters Score -502548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -502552.000000 Penalty: 2740.069092
	Iteration 71Q: 3 clusters Score -502552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -502554.343750 Penalty: 2740.069092
	Iteration 72Q: 3 clusters Score -502554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -502556.406250 Penalty: 2740.069092
	Iteration 73Q: 3 clusters Score -502556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -502556.343750 Penalty: 2740.069092
	Iteration 74Q: 3 clusters Score -502556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -502556.906250 Penalty: 2740.069092
	Iteration 75Q: 3 clusters Score -502556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -502557.718750 Penalty: 2740.069092
	Iteration 76Q: 3 clusters Score -502557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -502558.656250 Penalty: 2740.069092
	Iteration 77Q: 3 clusters Score -502558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -502562.500000 Penalty: 2740.069092
	Iteration 78Q: 3 clusters Score -502562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -502561.125000 Penalty: 2740.069092
	Iteration 79Q: 3 clusters Score -502561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -502562.562500 Penalty: 2740.069092
	Iteration 80F: 3 clusters Score -502562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -502562.843750 Penalty: 2740.069092
	Iteration 81Q: 3 clusters Score -502562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -502564.187500 Penalty: 2740.069092
	Iteration 82Q: 3 clusters Score -502564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -502566.406250 Penalty: 2740.069092
	Iteration 83Q: 3 clusters Score -502566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -502565.125000 Penalty: 2740.069092
	Iteration 84Q: 3 clusters Score -502565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -502567.375000 Penalty: 2740.069092
	Iteration 85Q: 3 clusters Score -502567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -502569.937500 Penalty: 2740.069092
	Iteration 86Q: 3 clusters Score -502569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -502574.281250 Penalty: 2740.069092
	Iteration 87Q: 3 clusters Score -502574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -502578.906250 Penalty: 2740.069092
	Iteration 88Q: 3 clusters Score -502578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -502581.218750 Penalty: 2740.069092
	Iteration 89Q: 3 clusters Score -502581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -502583.531250 Penalty: 2740.069092
	Iteration 90Q: 3 clusters Score -502583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -502584.531250 Penalty: 2740.069092
	Iteration 91Q: 3 clusters Score -502584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -502585.343750 Penalty: 2740.069092
	Iteration 92Q: 3 clusters Score -502585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -502588.437500 Penalty: 2740.069092
	Iteration 93Q: 3 clusters Score -502588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -502589.906250 Penalty: 2740.069092
	Iteration 94Q: 3 clusters Score -502589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -502589.562500 Penalty: 2740.069092
	Iteration 95Q: 3 clusters Score -502589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -502591.281250 Penalty: 2740.069092
	Iteration 96Q: 3 clusters Score -502591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -502592.906250 Penalty: 2740.069092
	Iteration 97Q: 3 clusters Score -502592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -502592.843750 Penalty: 2740.069092
	Iteration 98Q: 3 clusters Score -502592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -502592.843750 Penalty: 2740.069092
	Iteration 99F: 3 clusters Score -502592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -67034.960938 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -67034.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65803.507812 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -65803.51 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66025.031250 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -66025.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66111.328125 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -66111.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66172.820312 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -66172.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66212.703125 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -66212.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66240.828125 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -66240.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66250.562500 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -66250.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66277.890625 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -66277.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66290.179688 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -66290.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66315.171875 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -66315.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66353.289062 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -66353.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66375.296875 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -66375.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66391.296875 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -66391.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66405.265625 Penalty: 2142.293945
	Iteration 13Q: 3 clusters Score -66405.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66416.484375 Penalty: 2142.293945
	Iteration 14Q: 3 clusters Score -66416.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66428.484375 Penalty: 2142.293945
	Iteration 15Q: 3 clusters Score -66428.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66440.195312 Penalty: 2142.293945
	Iteration 16Q: 3 clusters Score -66440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66445.250000 Penalty: 2142.293945
	Iteration 17Q: 3 clusters Score -66445.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66445.250000 Penalty: 2142.293945
	Iteration 18F: 3 clusters Score -66445.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -146186.875000 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -146186.9 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 779 members 
Entering Unmasked Estep 
Score: -144423.859375 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -144423.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144870.281250 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -144870.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145046.437500 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -145046.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145196.468750 Penalty: 2390.375732
	Iteration 3F: 3 clusters Score -145196.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145327.250000 Penalty: 2390.375732
	Iteration 4F: 3 clusters Score -145327.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -145451.609375 Penalty: 2390.375732
	Iteration 5Q: 3 clusters Score -145451.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145572.765625 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -145572.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -145634.765625 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -145634.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145666.500000 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -145666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145688.375000 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -145688.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -145704.031250 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -145704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -145712.718750 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -145712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -145719.843750 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -145719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145725.546875 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -145725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145730.937500 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -145730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -145735.640625 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -145735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -145745.125000 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -145745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -145752.687500 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -145752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145754.656250 Penalty: 2390.375732
	Iteration 18Q: 3 clusters Score -145754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145757.906250 Penalty: 2390.375732
	Iteration 19Q: 3 clusters Score -145757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145758.828125 Penalty: 2390.375732
	Iteration 20F: 3 clusters Score -145758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145760.812500 Penalty: 2390.375732
	Iteration 21Q: 3 clusters Score -145760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145762.171875 Penalty: 2390.375732
	Iteration 22Q: 3 clusters Score -145762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -145764.750000 Penalty: 2390.375732
	Iteration 23Q: 3 clusters Score -145764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145769.921875 Penalty: 2390.375732
	Iteration 24Q: 3 clusters Score -145769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -145770.968750 Penalty: 2390.375732
	Iteration 25Q: 3 clusters Score -145771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -145770.968750 Penalty: 2390.375732
	Iteration 26F: 3 clusters Score -145771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Entering Unmasked Estep 
Score: -2519432.500000 Penalty: 1639.808350
	Iteration 0F: 2 clusters Score -2519432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2502966.000000 Penalty: 3279.616699
	Iteration 0F: 3 clusters Score -2502966 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2509125.750000 Penalty: 3279.616699
	Iteration 1F: 3 clusters Score -2509126 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2509467.500000 Penalty: 3279.616699
	Iteration 2Q: 3 clusters Score -2509468 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2509785.000000 Penalty: 3279.616699
	Iteration 3Q: 3 clusters Score -2509785 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2510147.750000 Penalty: 3279.616699
	Iteration 4Q: 3 clusters Score -2510148 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2510512.250000 Penalty: 3279.616699
	Iteration 5Q: 3 clusters Score -2510512 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2510953.500000 Penalty: 3279.616699
	Iteration 6Q: 3 clusters Score -2510954 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2511549.500000 Penalty: 3279.616699
	Iteration 7Q: 3 clusters Score -2511550 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2512349.000000 Penalty: 3279.616699
	Iteration 8Q: 3 clusters Score -2512349 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2513327.750000 Penalty: 3279.616699
	Iteration 9F: 3 clusters Score -2513328 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2514252.500000 Penalty: 3279.616699
	Iteration 10Q: 3 clusters Score -2514252 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2515030.750000 Penalty: 3279.616699
	Iteration 11Q: 3 clusters Score -2515031 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2515614.500000 Penalty: 3279.616699
	Iteration 12Q: 3 clusters Score -2515614 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2516030.000000 Penalty: 3279.616699
	Iteration 13Q: 3 clusters Score -2516030 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2516428.750000 Penalty: 3279.616699
	Iteration 14Q: 3 clusters Score -2516429 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2516757.000000 Penalty: 3279.616699
	Iteration 15Q: 3 clusters Score -2516757 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2517084.500000 Penalty: 3279.616699
	Iteration 16Q: 3 clusters Score -2517084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2517363.250000 Penalty: 3279.616699
	Iteration 17Q: 3 clusters Score -2517363 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2517585.750000 Penalty: 3279.616699
	Iteration 18Q: 3 clusters Score -2517586 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2517735.750000 Penalty: 3279.616699
	Iteration 19Q: 3 clusters Score -2517736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2517834.750000 Penalty: 3279.616699
	Iteration 20F: 3 clusters Score -2517835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2517893.250000 Penalty: 3279.616699
	Iteration 21Q: 3 clusters Score -2517893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2517930.500000 Penalty: 3279.616699
	Iteration 22Q: 3 clusters Score -2517930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2517957.750000 Penalty: 3279.616699
	Iteration 23Q: 3 clusters Score -2517958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2517985.000000 Penalty: 3279.616699
	Iteration 24Q: 3 clusters Score -2517985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2517999.250000 Penalty: 3279.616699
	Iteration 25Q: 3 clusters Score -2517999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2518004.000000 Penalty: 3279.616699
	Iteration 26Q: 3 clusters Score -2518004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2518005.000000 Penalty: 3279.616699
	Iteration 27Q: 3 clusters Score -2518005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2518008.250000 Penalty: 3279.616699
	Iteration 28Q: 3 clusters Score -2518008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2518010.750000 Penalty: 3279.616699
	Iteration 29Q: 3 clusters Score -2518011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2518012.500000 Penalty: 3279.616699
	Iteration 30Q: 3 clusters Score -2518012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2518012.500000 Penalty: 3279.616699
	Iteration 31F: 3 clusters Score -2518012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -233022.312500 Penalty: 1253.780029
	Iteration 0F: 2 clusters Score -233022.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -230770.593750 Penalty: 2507.560059
	Iteration 0F: 3 clusters Score -230770.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -231226.031250 Penalty: 2507.560059
	Iteration 1F: 3 clusters Score -231226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -231336.484375 Penalty: 2507.560059
	Iteration 2F: 3 clusters Score -231336.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -231401.796875 Penalty: 2507.560059
	Iteration 3F: 3 clusters Score -231401.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -231450.281250 Penalty: 2507.560059
	Iteration 4Q: 3 clusters Score -231450.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -231494.265625 Penalty: 2507.560059
	Iteration 5Q: 3 clusters Score -231494.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -231523.625000 Penalty: 2507.560059
	Iteration 6Q: 3 clusters Score -231523.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -231545.468750 Penalty: 2507.560059
	Iteration 7Q: 3 clusters Score -231545.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -231559.218750 Penalty: 2507.560059
	Iteration 8Q: 3 clusters Score -231559.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -231570.843750 Penalty: 2507.560059
	Iteration 9Q: 3 clusters Score -231570.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -231581.656250 Penalty: 2507.560059
	Iteration 10Q: 3 clusters Score -231581.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -231592.531250 Penalty: 2507.560059
	Iteration 11Q: 3 clusters Score -231592.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -231598.656250 Penalty: 2507.560059
	Iteration 12Q: 3 clusters Score -231598.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -231603.468750 Penalty: 2507.560059
	Iteration 13Q: 3 clusters Score -231603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -231610.875000 Penalty: 2507.560059
	Iteration 14Q: 3 clusters Score -231610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -231626.468750 Penalty: 2507.560059
	Iteration 15Q: 3 clusters Score -231626.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -231639.140625 Penalty: 2507.560059
	Iteration 16Q: 3 clusters Score -231639.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -231652.968750 Penalty: 2507.560059
	Iteration 17Q: 3 clusters Score -231653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -231663.328125 Penalty: 2507.560059
	Iteration 18Q: 3 clusters Score -231663.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -231676.187500 Penalty: 2507.560059
	Iteration 19Q: 3 clusters Score -231676.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -231688.250000 Penalty: 2507.560059
	Iteration 20F: 3 clusters Score -231688.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -231702.296875 Penalty: 2507.560059
	Iteration 21Q: 3 clusters Score -231702.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -231715.250000 Penalty: 2507.560059
	Iteration 22Q: 3 clusters Score -231715.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -231723.140625 Penalty: 2507.560059
	Iteration 23Q: 3 clusters Score -231723.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -231732.343750 Penalty: 2507.560059
	Iteration 24Q: 3 clusters Score -231732.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -231738.390625 Penalty: 2507.560059
	Iteration 25Q: 3 clusters Score -231738.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -231748.546875 Penalty: 2507.560059
	Iteration 26Q: 3 clusters Score -231748.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -231761.718750 Penalty: 2507.560059
	Iteration 27Q: 3 clusters Score -231761.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -231778.296875 Penalty: 2507.560059
	Iteration 28Q: 3 clusters Score -231778.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -231796.515625 Penalty: 2507.560059
	Iteration 29Q: 3 clusters Score -231796.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -231818.843750 Penalty: 2507.560059
	Iteration 30Q: 3 clusters Score -231818.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -231843.515625 Penalty: 2507.560059
	Iteration 31Q: 3 clusters Score -231843.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -231875.750000 Penalty: 2507.560059
	Iteration 32Q: 3 clusters Score -231875.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -231920.937500 Penalty: 2507.560059
	Iteration 33Q: 3 clusters Score -231920.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -231965.937500 Penalty: 2507.560059
	Iteration 34Q: 3 clusters Score -231965.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -232038.781250 Penalty: 2507.560059
	Iteration 35Q: 3 clusters Score -232038.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -232125.375000 Penalty: 2507.560059
	Iteration 36Q: 3 clusters Score -232125.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -232240.468750 Penalty: 2507.560059
	Iteration 37Q: 3 clusters Score -232240.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -232330.921875 Penalty: 2507.560059
	Iteration 38Q: 3 clusters Score -232330.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -232403.843750 Penalty: 2507.560059
	Iteration 39Q: 3 clusters Score -232403.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -232449.843750 Penalty: 2507.560059
	Iteration 40F: 3 clusters Score -232449.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232483.390625 Penalty: 2507.560059
	Iteration 41Q: 3 clusters Score -232483.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -232521.718750 Penalty: 2507.560059
	Iteration 42Q: 3 clusters Score -232521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -232532.531250 Penalty: 2507.560059
	Iteration 43Q: 3 clusters Score -232532.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -232536.796875 Penalty: 2507.560059
	Iteration 44Q: 3 clusters Score -232536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -232539.687500 Penalty: 2507.560059
	Iteration 45Q: 3 clusters Score -232539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -232541.125000 Penalty: 2507.560059
	Iteration 46Q: 3 clusters Score -232541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -232542.250000 Penalty: 2507.560059
	Iteration 47Q: 3 clusters Score -232542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -232542.250000 Penalty: 2507.560059
	Iteration 48F: 3 clusters Score -232542.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Entering Unmasked Estep 
Score: -2339679.750000 Penalty: 1623.804443
	Iteration 0F: 2 clusters Score -2339680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2324819.500000 Penalty: 3247.608887
	Iteration 0F: 3 clusters Score -2324820 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2330334.000000 Penalty: 3247.608887
	Iteration 1F: 3 clusters Score -2330334 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2330841.500000 Penalty: 3247.608887
	Iteration 2F: 3 clusters Score -2330842 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2331551.500000 Penalty: 3247.608887
	Iteration 3F: 3 clusters Score -2331552 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2332553.000000 Penalty: 3247.608887
	Iteration 4F: 3 clusters Score -2332553 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2333932.000000 Penalty: 3247.608887
	Iteration 5F: 3 clusters Score -2333932 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2335474.500000 Penalty: 3247.608887
	Iteration 6F: 3 clusters Score -2335474 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2336778.250000 Penalty: 3247.608887
	Iteration 7F: 3 clusters Score -2336778 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2337733.000000 Penalty: 3247.608887
	Iteration 8F: 3 clusters Score -2337733 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2338325.000000 Penalty: 3247.608887
	Iteration 9Q: 3 clusters Score -2338325 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2338646.000000 Penalty: 3247.608887
	Iteration 10Q: 3 clusters Score -2338646 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2338857.500000 Penalty: 3247.608887
	Iteration 11Q: 3 clusters Score -2338858 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2339021.500000 Penalty: 3247.608887
	Iteration 12Q: 3 clusters Score -2339022 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2339124.250000 Penalty: 3247.608887
	Iteration 13Q: 3 clusters Score -2339124 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2339182.000000 Penalty: 3247.608887
	Iteration 14Q: 3 clusters Score -2339182 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2339217.250000 Penalty: 3247.608887
	Iteration 15Q: 3 clusters Score -2339217 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2339249.500000 Penalty: 3247.608887
	Iteration 16Q: 3 clusters Score -2339250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2339275.000000 Penalty: 3247.608887
	Iteration 17Q: 3 clusters Score -2339275 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2339289.000000 Penalty: 3247.608887
	Iteration 18Q: 3 clusters Score -2339289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2339295.750000 Penalty: 3247.608887
	Iteration 19Q: 3 clusters Score -2339296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2339307.250000 Penalty: 3247.608887
	Iteration 20F: 3 clusters Score -2339307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2339311.000000 Penalty: 3247.608887
	Iteration 21Q: 3 clusters Score -2339311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2339305.500000 Penalty: 3247.608887
	Iteration 22Q: 3 clusters Score -2339306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2339315.750000 Penalty: 3247.608887
	Iteration 23Q: 3 clusters Score -2339316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2339312.000000 Penalty: 3247.608887
	Iteration 24Q: 3 clusters Score -2339312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2339312.000000 Penalty: 3247.608887
	Iteration 25Q: 3 clusters Score -2339312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2339311.000000 Penalty: 3247.608887
	Iteration 26Q: 3 clusters Score -2339311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2339314.250000 Penalty: 3247.608887
	Iteration 27Q: 3 clusters Score -2339314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2339319.750000 Penalty: 3247.608887
	Iteration 28Q: 3 clusters Score -2339320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2339321.000000 Penalty: 3247.608887
	Iteration 29Q: 3 clusters Score -2339321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2339326.750000 Penalty: 3247.608887
	Iteration 30Q: 3 clusters Score -2339327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2339329.750000 Penalty: 3247.608887
	Iteration 31Q: 3 clusters Score -2339330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2339328.500000 Penalty: 3247.608887
	Iteration 32Q: 3 clusters Score -2339328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2339329.750000 Penalty: 3247.608887
	Iteration 33Q: 3 clusters Score -2339330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2339329.000000 Penalty: 3247.608887
	Iteration 34Q: 3 clusters Score -2339329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2339327.750000 Penalty: 3247.608887
	Iteration 35Q: 3 clusters Score -2339328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2339329.500000 Penalty: 3247.608887
	Iteration 36Q: 3 clusters Score -2339330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2339329.500000 Penalty: 3247.608887
	Iteration 37F: 3 clusters Score -2339330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Entering Unmasked Estep 
Score: -2750396.250000 Penalty: 1652.088379
	Iteration 0F: 2 clusters Score -2750396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2732702.250000 Penalty: 3304.176758
	Iteration 0F: 3 clusters Score -2732702 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2739352.000000 Penalty: 3304.176758
	Iteration 1F: 3 clusters Score -2739352 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2739940.250000 Penalty: 3304.176758
	Iteration 2F: 3 clusters Score -2739940 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2740749.000000 Penalty: 3304.176758
	Iteration 3F: 3 clusters Score -2740749 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2741874.250000 Penalty: 3304.176758
	Iteration 4F: 3 clusters Score -2741874 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2743478.500000 Penalty: 3304.176758
	Iteration 5F: 3 clusters Score -2743478 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2745340.750000 Penalty: 3304.176758
	Iteration 6F: 3 clusters Score -2745341 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2746887.000000 Penalty: 3304.176758
	Iteration 7F: 3 clusters Score -2746887 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2747826.250000 Penalty: 3304.176758
	Iteration 8Q: 3 clusters Score -2747826 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2748311.500000 Penalty: 3304.176758
	Iteration 9Q: 3 clusters Score -2748312 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2748538.250000 Penalty: 3304.176758
	Iteration 10Q: 3 clusters Score -2748538 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2748697.250000 Penalty: 3304.176758
	Iteration 11Q: 3 clusters Score -2748697 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2748822.000000 Penalty: 3304.176758
	Iteration 12Q: 3 clusters Score -2748822 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2748925.750000 Penalty: 3304.176758
	Iteration 13Q: 3 clusters Score -2748926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2748995.750000 Penalty: 3304.176758
	Iteration 14Q: 3 clusters Score -2748996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2749020.250000 Penalty: 3304.176758
	Iteration 15Q: 3 clusters Score -2749020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2749052.250000 Penalty: 3304.176758
	Iteration 16Q: 3 clusters Score -2749052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2749066.500000 Penalty: 3304.176758
	Iteration 17Q: 3 clusters Score -2749066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2749083.000000 Penalty: 3304.176758
	Iteration 18Q: 3 clusters Score -2749083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2749101.500000 Penalty: 3304.176758
	Iteration 19Q: 3 clusters Score -2749102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2749100.250000 Penalty: 3304.176758
	Iteration 20F: 3 clusters Score -2749100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2749109.750000 Penalty: 3304.176758
	Iteration 21Q: 3 clusters Score -2749110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2749121.750000 Penalty: 3304.176758
	Iteration 22Q: 3 clusters Score -2749122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2749124.000000 Penalty: 3304.176758
	Iteration 23Q: 3 clusters Score -2749124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2749127.250000 Penalty: 3304.176758
	Iteration 24Q: 3 clusters Score -2749127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2749125.250000 Penalty: 3304.176758
	Iteration 25Q: 3 clusters Score -2749125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2749123.500000 Penalty: 3304.176758
	Iteration 26Q: 3 clusters Score -2749124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2749132.250000 Penalty: 3304.176758
	Iteration 27Q: 3 clusters Score -2749132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2749137.000000 Penalty: 3304.176758
	Iteration 28Q: 3 clusters Score -2749137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2749135.250000 Penalty: 3304.176758
	Iteration 29Q: 3 clusters Score -2749135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2749148.500000 Penalty: 3304.176758
	Iteration 30Q: 3 clusters Score -2749148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2749141.250000 Penalty: 3304.176758
	Iteration 31Q: 3 clusters Score -2749141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2749141.250000 Penalty: 3304.176758
	Iteration 32Q: 3 clusters Score -2749141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2749141.750000 Penalty: 3304.176758
	Iteration 33Q: 3 clusters Score -2749142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2749139.750000 Penalty: 3304.176758
	Iteration 34Q: 3 clusters Score -2749140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2749136.750000 Penalty: 3304.176758
	Iteration 35Q: 3 clusters Score -2749137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2749139.750000 Penalty: 3304.176758
	Iteration 36Q: 3 clusters Score -2749140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2749139.750000 Penalty: 3304.176758
	Iteration 37F: 3 clusters Score -2749140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -439498.187500 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -439498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -436081.375000 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -436081.4 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -436909.468750 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -436909.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -437081.593750 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -437081.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -437195.906250 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -437195.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -437280.312500 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -437280.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -437360.031250 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -437360 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -437438.812500 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -437438.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -437497.500000 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -437497.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -437548.562500 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -437548.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -437591.343750 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -437591.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -437624.250000 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -437624.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -437673.250000 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -437673.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -437714.375000 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -437714.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -437758.281250 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -437758.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -437799.625000 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -437799.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -437842.281250 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -437842.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -437888.906250 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -437888.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -437934.406250 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -437934.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -437970.437500 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -437970.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -438003.687500 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -438003.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -438033.718750 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -438033.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -438058.187500 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -438058.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -438078.312500 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -438078.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -438108.687500 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -438108.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -438130.625000 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -438130.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -438160.031250 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -438160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -438178.968750 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -438179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -438193.937500 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -438193.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -438212.625000 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -438212.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -438230.875000 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -438230.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -438245.187500 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -438245.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -438255.687500 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -438255.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -438262.656250 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -438262.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -438267.937500 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -438267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -438269.812500 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -438269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -438271.343750 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -438271.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -438272.687500 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -438272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -438273.250000 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -438273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -438273.250000 Penalty: 2698.719482
	Iteration 38F: 3 clusters Score -438273.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -51729.378906 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -51729.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50605.820312 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -50605.82 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50866.277344 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -50866.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50953.332031 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -50953.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51032.703125 Penalty: 2084.374023
	Iteration 3F: 3 clusters Score -51032.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51061.750000 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -51061.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51076.800781 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -51076.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51098.582031 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -51098.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51110.363281 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -51110.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51116.789062 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -51116.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51122.320312 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -51122.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51124.152344 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -51124.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51129.289062 Penalty: 2084.374023
	Iteration 11Q: 3 clusters Score -51129.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51130.316406 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -51130.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51130.316406 Penalty: 2084.374023
	Iteration 13F: 3 clusters Score -51130.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Entering Unmasked Estep 
Score: -705004.375000 Penalty: 1437.345215
	Iteration 0F: 2 clusters Score -705004.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -699754.687500 Penalty: 2874.690430
	Iteration 0F: 3 clusters Score -699754.7 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -701459.312500 Penalty: 2874.690430
	Iteration 1F: 3 clusters Score -701459.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -701746.562500 Penalty: 2874.690430
	Iteration 2F: 3 clusters Score -701746.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -702013.812500 Penalty: 2874.690430
	Iteration 3F: 3 clusters Score -702013.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -702244.062500 Penalty: 2874.690430
	Iteration 4F: 3 clusters Score -702244.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -702433.562500 Penalty: 2874.690430
	Iteration 5Q: 3 clusters Score -702433.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -702617.812500 Penalty: 2874.690430
	Iteration 6Q: 3 clusters Score -702617.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -702837.937500 Penalty: 2874.690430
	Iteration 7Q: 3 clusters Score -702837.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -703081.125000 Penalty: 2874.690430
	Iteration 8Q: 3 clusters Score -703081.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -703343.687500 Penalty: 2874.690430
	Iteration 9Q: 3 clusters Score -703343.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -703553.125000 Penalty: 2874.690430
	Iteration 10Q: 3 clusters Score -703553.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -703670.125000 Penalty: 2874.690430
	Iteration 11Q: 3 clusters Score -703670.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -703738.375000 Penalty: 2874.690430
	Iteration 12Q: 3 clusters Score -703738.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -703774.687500 Penalty: 2874.690430
	Iteration 13Q: 3 clusters Score -703774.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -703803.750000 Penalty: 2874.690430
	Iteration 14Q: 3 clusters Score -703803.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -703831.250000 Penalty: 2874.690430
	Iteration 15Q: 3 clusters Score -703831.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -703855.500000 Penalty: 2874.690430
	Iteration 16Q: 3 clusters Score -703855.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -703870.562500 Penalty: 2874.690430
	Iteration 17Q: 3 clusters Score -703870.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -703883.625000 Penalty: 2874.690430
	Iteration 18Q: 3 clusters Score -703883.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -703894.062500 Penalty: 2874.690430
	Iteration 19Q: 3 clusters Score -703894.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -703900.125000 Penalty: 2874.690430
	Iteration 20F: 3 clusters Score -703900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -703902.687500 Penalty: 2874.690430
	Iteration 21Q: 3 clusters Score -703902.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -703903.562500 Penalty: 2874.690430
	Iteration 22Q: 3 clusters Score -703903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -703903.250000 Penalty: 2874.690430
	Iteration 23Q: 3 clusters Score -703903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -703905.687500 Penalty: 2874.690430
	Iteration 24Q: 3 clusters Score -703905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -703907.625000 Penalty: 2874.690430
	Iteration 25Q: 3 clusters Score -703907.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -703909.125000 Penalty: 2874.690430
	Iteration 26Q: 3 clusters Score -703909.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -703911.312500 Penalty: 2874.690430
	Iteration 27Q: 3 clusters Score -703911.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -703913.875000 Penalty: 2874.690430
	Iteration 28Q: 3 clusters Score -703913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -703916.937500 Penalty: 2874.690430
	Iteration 29Q: 3 clusters Score -703916.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -703919.625000 Penalty: 2874.690430
	Iteration 30Q: 3 clusters Score -703919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -703920.187500 Penalty: 2874.690430
	Iteration 31Q: 3 clusters Score -703920.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -703922.000000 Penalty: 2874.690430
	Iteration 32Q: 3 clusters Score -703922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -703926.375000 Penalty: 2874.690430
	Iteration 33Q: 3 clusters Score -703926.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -703932.125000 Penalty: 2874.690430
	Iteration 34Q: 3 clusters Score -703932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -703932.750000 Penalty: 2874.690430
	Iteration 35Q: 3 clusters Score -703932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -703936.875000 Penalty: 2874.690430
	Iteration 36Q: 3 clusters Score -703936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -703937.562500 Penalty: 2874.690430
	Iteration 37Q: 3 clusters Score -703937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -703938.500000 Penalty: 2874.690430
	Iteration 38Q: 3 clusters Score -703938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -703938.625000 Penalty: 2874.690430
	Iteration 39Q: 3 clusters Score -703938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -703939.250000 Penalty: 2874.690430
	Iteration 40F: 3 clusters Score -703939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -703938.937500 Penalty: 2874.690430
	Iteration 41Q: 3 clusters Score -703938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -703940.187500 Penalty: 2874.690430
	Iteration 42Q: 3 clusters Score -703940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -703940.812500 Penalty: 2874.690430
	Iteration 43Q: 3 clusters Score -703940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -703940.812500 Penalty: 2874.690430
	Iteration 44F: 3 clusters Score -703940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (110101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110101 members 
Entering Unmasked Estep 
Score: -11937800.000000 Penalty: 1886.487427
	Iteration 0F: 2 clusters Score -1.19378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -11864626.000000 Penalty: 3772.974854
	Iteration 0F: 3 clusters Score -1.186463e+07 nChanged 52912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -11895388.000000 Penalty: 3772.974854
	Iteration 1F: 3 clusters Score -1.189539e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -11896047.000000 Penalty: 3772.974854
	Iteration 2Q: 3 clusters Score -1.189605e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -11896768.000000 Penalty: 3772.974854
	Iteration 3Q: 3 clusters Score -1.189677e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -11897808.000000 Penalty: 3772.974854
	Iteration 4Q: 3 clusters Score -1.189781e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -11899181.000000 Penalty: 3772.974854
	Iteration 5Q: 3 clusters Score -1.189918e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -11901582.000000 Penalty: 3772.974854
	Iteration 6Q: 3 clusters Score -1.190158e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -11905440.000000 Penalty: 3772.974854
	Iteration 7F: 3 clusters Score -1.190544e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -11911279.000000 Penalty: 3772.974854
	Iteration 8F: 3 clusters Score -1.191128e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -11917849.000000 Penalty: 3772.974854
	Iteration 9F: 3 clusters Score -1.191785e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -11923163.000000 Penalty: 3772.974854
	Iteration 10F: 3 clusters Score -1.192316e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -11926342.000000 Penalty: 3772.974854
	Iteration 11Q: 3 clusters Score -1.192634e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -11928235.000000 Penalty: 3772.974854
	Iteration 12Q: 3 clusters Score -1.192824e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -11929617.000000 Penalty: 3772.974854
	Iteration 13Q: 3 clusters Score -1.192962e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -11930751.000000 Penalty: 3772.974854
	Iteration 14Q: 3 clusters Score -1.193075e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -11931809.000000 Penalty: 3772.974854
	Iteration 15Q: 3 clusters Score -1.193181e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -11932660.000000 Penalty: 3772.974854
	Iteration 16Q: 3 clusters Score -1.193266e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -11933489.000000 Penalty: 3772.974854
	Iteration 17Q: 3 clusters Score -1.193349e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -11934214.000000 Penalty: 3772.974854
	Iteration 18Q: 3 clusters Score -1.193421e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -11934781.000000 Penalty: 3772.974854
	Iteration 19Q: 3 clusters Score -1.193478e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -11935164.000000 Penalty: 3772.974854
	Iteration 20F: 3 clusters Score -1.193516e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 107068 members 
Entering Unmasked Estep 
Score: -11935494.000000 Penalty: 3772.974854
	Iteration 21Q: 3 clusters Score -1.193549e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 107603 members 
Entering Unmasked Estep 
Score: -11935711.000000 Penalty: 3772.974854
	Iteration 22Q: 3 clusters Score -1.193571e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -11935864.000000 Penalty: 3772.974854
	Iteration 23Q: 3 clusters Score -1.193586e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -11935945.000000 Penalty: 3772.974854
	Iteration 24Q: 3 clusters Score -1.193594e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -11936041.000000 Penalty: 3772.974854
	Iteration 25Q: 3 clusters Score -1.193604e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -11936126.000000 Penalty: 3772.974854
	Iteration 26Q: 3 clusters Score -1.193613e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -11936166.000000 Penalty: 3772.974854
	Iteration 27Q: 3 clusters Score -1.193617e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -11936195.000000 Penalty: 3772.974854
	Iteration 28Q: 3 clusters Score -1.19362e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 109081 members 
Entering Unmasked Estep 
Score: -11936218.000000 Penalty: 3772.974854
	Iteration 29Q: 3 clusters Score -1.193622e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -11936255.000000 Penalty: 3772.974854
	Iteration 30Q: 3 clusters Score -1.193626e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 109231 members 
Entering Unmasked Estep 
Score: -11936255.000000 Penalty: 3772.974854
	Iteration 31Q: 3 clusters Score -1.193626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -11936279.000000 Penalty: 3772.974854
	Iteration 32Q: 3 clusters Score -1.193628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -11936291.000000 Penalty: 3772.974854
	Iteration 33Q: 3 clusters Score -1.193629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -11936308.000000 Penalty: 3772.974854
	Iteration 34Q: 3 clusters Score -1.193631e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -11936319.000000 Penalty: 3772.974854
	Iteration 35Q: 3 clusters Score -1.193632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -11936343.000000 Penalty: 3772.974854
	Iteration 36Q: 3 clusters Score -1.193634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -11936346.000000 Penalty: 3772.974854
	Iteration 37Q: 3 clusters Score -1.193635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -11936342.000000 Penalty: 3772.974854
	Iteration 38Q: 3 clusters Score -1.193634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -11936348.000000 Penalty: 3772.974854
	Iteration 39Q: 3 clusters Score -1.193635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 109407 members 
Entering Unmasked Estep 
Score: -11936369.000000 Penalty: 3772.974854
	Iteration 40F: 3 clusters Score -1.193637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -11936372.000000 Penalty: 3772.974854
	Iteration 41Q: 3 clusters Score -1.193637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 109418 members 
Entering Unmasked Estep 
Score: -11936378.000000 Penalty: 3772.974854
	Iteration 42Q: 3 clusters Score -1.193638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -11936380.000000 Penalty: 3772.974854
	Iteration 43Q: 3 clusters Score -1.193638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 109427 members 
Entering Unmasked Estep 
Score: -11936392.000000 Penalty: 3772.974854
	Iteration 44Q: 3 clusters Score -1.193639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 109429 members 
Entering Unmasked Estep 
Score: -11936388.000000 Penalty: 3772.974854
	Iteration 45Q: 3 clusters Score -1.193639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 109429 members 
Entering Unmasked Estep 
Score: -11936386.000000 Penalty: 3772.974854
	Iteration 46Q: 3 clusters Score -1.193639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -11936389.000000 Penalty: 3772.974854
	Iteration 47Q: 3 clusters Score -1.193639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -11936385.000000 Penalty: 3772.974854
	Iteration 48Q: 3 clusters Score -1.193638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -11936394.000000 Penalty: 3772.974854
	Iteration 49Q: 3 clusters Score -1.193639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -11936394.000000 Penalty: 3772.974854
	Iteration 50Q: 3 clusters Score -1.193639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 109437 members 
Entering Unmasked Estep 
Score: -11936394.000000 Penalty: 3772.974854
	Iteration 51Q: 3 clusters Score -1.193639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -11936397.000000 Penalty: 3772.974854
	Iteration 52Q: 3 clusters Score -1.19364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -11936390.000000 Penalty: 3772.974854
	Iteration 53Q: 3 clusters Score -1.193639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -11936395.000000 Penalty: 3772.974854
	Iteration 54Q: 3 clusters Score -1.19364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -11936395.000000 Penalty: 3772.974854
	Iteration 55F: 3 clusters Score -1.19364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -603049.187500 Penalty: 1409.584839
	Iteration 0F: 2 clusters Score -603049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -598441.437500 Penalty: 2819.169678
	Iteration 0F: 3 clusters Score -598441.4 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -599767.187500 Penalty: 2819.169678
	Iteration 1F: 3 clusters Score -599767.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -600001.750000 Penalty: 2819.169678
	Iteration 2F: 3 clusters Score -600001.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -600166.000000 Penalty: 2819.169678
	Iteration 3F: 3 clusters Score -600166 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -600315.500000 Penalty: 2819.169678
	Iteration 4Q: 3 clusters Score -600315.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -600461.437500 Penalty: 2819.169678
	Iteration 5F: 3 clusters Score -600461.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -600597.812500 Penalty: 2819.169678
	Iteration 6Q: 3 clusters Score -600597.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -600748.625000 Penalty: 2819.169678
	Iteration 7Q: 3 clusters Score -600748.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -600894.062500 Penalty: 2819.169678
	Iteration 8Q: 3 clusters Score -600894.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -601049.125000 Penalty: 2819.169678
	Iteration 9Q: 3 clusters Score -601049.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -601195.375000 Penalty: 2819.169678
	Iteration 10Q: 3 clusters Score -601195.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -601338.812500 Penalty: 2819.169678
	Iteration 11Q: 3 clusters Score -601338.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -601462.125000 Penalty: 2819.169678
	Iteration 12Q: 3 clusters Score -601462.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -601573.375000 Penalty: 2819.169678
	Iteration 13Q: 3 clusters Score -601573.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -601665.562500 Penalty: 2819.169678
	Iteration 14Q: 3 clusters Score -601665.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -601734.125000 Penalty: 2819.169678
	Iteration 15Q: 3 clusters Score -601734.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -601776.250000 Penalty: 2819.169678
	Iteration 16Q: 3 clusters Score -601776.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -601814.625000 Penalty: 2819.169678
	Iteration 17Q: 3 clusters Score -601814.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -601844.687500 Penalty: 2819.169678
	Iteration 18Q: 3 clusters Score -601844.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -601866.937500 Penalty: 2819.169678
	Iteration 19Q: 3 clusters Score -601866.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -601881.875000 Penalty: 2819.169678
	Iteration 20F: 3 clusters Score -601881.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -601887.312500 Penalty: 2819.169678
	Iteration 21Q: 3 clusters Score -601887.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -601891.937500 Penalty: 2819.169678
	Iteration 22Q: 3 clusters Score -601891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -601896.500000 Penalty: 2819.169678
	Iteration 23Q: 3 clusters Score -601896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -601898.062500 Penalty: 2819.169678
	Iteration 24Q: 3 clusters Score -601898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -601898.312500 Penalty: 2819.169678
	Iteration 25Q: 3 clusters Score -601898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -601899.500000 Penalty: 2819.169678
	Iteration 26Q: 3 clusters Score -601899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -601899.812500 Penalty: 2819.169678
	Iteration 27Q: 3 clusters Score -601899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -601900.000000 Penalty: 2819.169678
	Iteration 28Q: 3 clusters Score -601900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -601900.375000 Penalty: 2819.169678
	Iteration 29Q: 3 clusters Score -601900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -601900.375000 Penalty: 2819.169678
	Iteration 30F: 3 clusters Score -601900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -27924.044922 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -27924.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27100.031250 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -27100.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27330.589844 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -27330.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27446.865234 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -27446.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27496.697266 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -27496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27534.445312 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -27534.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27578.271484 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -27578.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27589.275391 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -27589.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27597.697266 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -27597.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27603.640625 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -27603.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27606.091797 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -27606.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27606.091797 Penalty: 1881.737183
	Iteration 10F: 3 clusters Score -27606.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Entering Unmasked Estep 
Score: -626745.437500 Penalty: 1418.132324
	Iteration 0F: 2 clusters Score -626745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -622106.875000 Penalty: 2836.264648
	Iteration 0F: 3 clusters Score -622106.9 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -623761.500000 Penalty: 2836.264648
	Iteration 1F: 3 clusters Score -623761.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -624129.312500 Penalty: 2836.264648
	Iteration 2F: 3 clusters Score -624129.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -624345.625000 Penalty: 2836.264648
	Iteration 3F: 3 clusters Score -624345.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -624494.312500 Penalty: 2836.264648
	Iteration 4Q: 3 clusters Score -624494.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -624617.000000 Penalty: 2836.264648
	Iteration 5Q: 3 clusters Score -624617 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -624760.000000 Penalty: 2836.264648
	Iteration 6Q: 3 clusters Score -624760 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -624871.500000 Penalty: 2836.264648
	Iteration 7Q: 3 clusters Score -624871.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -624974.125000 Penalty: 2836.264648
	Iteration 8Q: 3 clusters Score -624974.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -625067.125000 Penalty: 2836.264648
	Iteration 9Q: 3 clusters Score -625067.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -625169.125000 Penalty: 2836.264648
	Iteration 10Q: 3 clusters Score -625169.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -625269.187500 Penalty: 2836.264648
	Iteration 11Q: 3 clusters Score -625269.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -625356.437500 Penalty: 2836.264648
	Iteration 12Q: 3 clusters Score -625356.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -625451.875000 Penalty: 2836.264648
	Iteration 13Q: 3 clusters Score -625451.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -625527.937500 Penalty: 2836.264648
	Iteration 14Q: 3 clusters Score -625527.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -625586.812500 Penalty: 2836.264648
	Iteration 15Q: 3 clusters Score -625586.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -625620.812500 Penalty: 2836.264648
	Iteration 16Q: 3 clusters Score -625620.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -625642.375000 Penalty: 2836.264648
	Iteration 17Q: 3 clusters Score -625642.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -625656.687500 Penalty: 2836.264648
	Iteration 18Q: 3 clusters Score -625656.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -625675.812500 Penalty: 2836.264648
	Iteration 19Q: 3 clusters Score -625675.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -625689.937500 Penalty: 2836.264648
	Iteration 20F: 3 clusters Score -625689.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -625699.437500 Penalty: 2836.264648
	Iteration 21Q: 3 clusters Score -625699.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -625706.687500 Penalty: 2836.264648
	Iteration 22Q: 3 clusters Score -625706.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -625714.125000 Penalty: 2836.264648
	Iteration 23Q: 3 clusters Score -625714.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -625719.312500 Penalty: 2836.264648
	Iteration 24Q: 3 clusters Score -625719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -625722.562500 Penalty: 2836.264648
	Iteration 25Q: 3 clusters Score -625722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -625724.312500 Penalty: 2836.264648
	Iteration 26Q: 3 clusters Score -625724.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -625723.750000 Penalty: 2836.264648
	Iteration 27Q: 3 clusters Score -625723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -625725.375000 Penalty: 2836.264648
	Iteration 28Q: 3 clusters Score -625725.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -625727.750000 Penalty: 2836.264648
	Iteration 29Q: 3 clusters Score -625727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -625730.250000 Penalty: 2836.264648
	Iteration 30Q: 3 clusters Score -625730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -625732.312500 Penalty: 2836.264648
	Iteration 31Q: 3 clusters Score -625732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -625732.562500 Penalty: 2836.264648
	Iteration 32Q: 3 clusters Score -625732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -625733.312500 Penalty: 2836.264648
	Iteration 33Q: 3 clusters Score -625733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -625733.625000 Penalty: 2836.264648
	Iteration 34Q: 3 clusters Score -625733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -625735.000000 Penalty: 2836.264648
	Iteration 35Q: 3 clusters Score -625735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -625735.812500 Penalty: 2836.264648
	Iteration 36Q: 3 clusters Score -625735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -625736.687500 Penalty: 2836.264648
	Iteration 37Q: 3 clusters Score -625736.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -625737.250000 Penalty: 2836.264648
	Iteration 38Q: 3 clusters Score -625737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -625737.812500 Penalty: 2836.264648
	Iteration 39Q: 3 clusters Score -625737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -625740.875000 Penalty: 2836.264648
	Iteration 40F: 3 clusters Score -625740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -625741.625000 Penalty: 2836.264648
	Iteration 41Q: 3 clusters Score -625741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -625743.812500 Penalty: 2836.264648
	Iteration 42Q: 3 clusters Score -625743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -625743.437500 Penalty: 2836.264648
	Iteration 43Q: 3 clusters Score -625743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -625745.375000 Penalty: 2836.264648
	Iteration 44Q: 3 clusters Score -625745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -625746.625000 Penalty: 2836.264648
	Iteration 45Q: 3 clusters Score -625746.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -625747.375000 Penalty: 2836.264648
	Iteration 46Q: 3 clusters Score -625747.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -625748.500000 Penalty: 2836.264648
	Iteration 47Q: 3 clusters Score -625748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -625749.937500 Penalty: 2836.264648
	Iteration 48Q: 3 clusters Score -625749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -625748.812500 Penalty: 2836.264648
	Iteration 49Q: 3 clusters Score -625748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -625749.375000 Penalty: 2836.264648
	Iteration 50Q: 3 clusters Score -625749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -625749.125000 Penalty: 2836.264648
	Iteration 51Q: 3 clusters Score -625749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -625749.125000 Penalty: 2836.264648
	Iteration 52F: 3 clusters Score -625749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -157962.703125 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -157962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156111.125000 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -156111.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -156475.484375 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -156475.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -156590.828125 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -156590.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -156657.578125 Penalty: 2410.322998
	Iteration 3Q: 3 clusters Score -156657.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -156714.375000 Penalty: 2410.322998
	Iteration 4Q: 3 clusters Score -156714.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -156774.890625 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -156774.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -156812.968750 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -156813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -156848.515625 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -156848.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -156885.187500 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -156885.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -156918.031250 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -156918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -156953.781250 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -156953.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -156980.343750 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -156980.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -156996.281250 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -156996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -157007.890625 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -157007.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -157017.531250 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -157017.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -157030.781250 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -157030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -157036.234375 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -157036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -157038.890625 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -157038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -157042.718750 Penalty: 2410.322998
	Iteration 18Q: 3 clusters Score -157042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -157045.156250 Penalty: 2410.322998
	Iteration 19Q: 3 clusters Score -157045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -157045.718750 Penalty: 2410.322998
	Iteration 20F: 3 clusters Score -157045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -157046.078125 Penalty: 2410.322998
	Iteration 21Q: 3 clusters Score -157046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -157047.281250 Penalty: 2410.322998
	Iteration 22Q: 3 clusters Score -157047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -157049.484375 Penalty: 2410.322998
	Iteration 23Q: 3 clusters Score -157049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -157051.875000 Penalty: 2410.322998
	Iteration 24Q: 3 clusters Score -157051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -157055.031250 Penalty: 2410.322998
	Iteration 25Q: 3 clusters Score -157055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -157056.875000 Penalty: 2410.322998
	Iteration 26Q: 3 clusters Score -157056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -157058.250000 Penalty: 2410.322998
	Iteration 27Q: 3 clusters Score -157058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -157061.265625 Penalty: 2410.322998
	Iteration 28Q: 3 clusters Score -157061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -157065.078125 Penalty: 2410.322998
	Iteration 29Q: 3 clusters Score -157065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -157066.578125 Penalty: 2410.322998
	Iteration 30Q: 3 clusters Score -157066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -157069.000000 Penalty: 2410.322998
	Iteration 31Q: 3 clusters Score -157069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -157071.250000 Penalty: 2410.322998
	Iteration 32Q: 3 clusters Score -157071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -157075.000000 Penalty: 2410.322998
	Iteration 33Q: 3 clusters Score -157075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -157078.562500 Penalty: 2410.322998
	Iteration 34Q: 3 clusters Score -157078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -157079.296875 Penalty: 2410.322998
	Iteration 35Q: 3 clusters Score -157079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -157080.078125 Penalty: 2410.322998
	Iteration 36Q: 3 clusters Score -157080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -157081.312500 Penalty: 2410.322998
	Iteration 37Q: 3 clusters Score -157081.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -157081.062500 Penalty: 2410.322998
	Iteration 38Q: 3 clusters Score -157081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -157081.062500 Penalty: 2410.322998
	Iteration 39F: 3 clusters Score -157081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -19083.964844 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -19083.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18381.503906 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -18381.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18573.308594 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -18573.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18694.927734 Penalty: 1802.182617
	Iteration 2F: 3 clusters Score -18694.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18792.132812 Penalty: 1802.182617
	Iteration 3F: 3 clusters Score -18792.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18833.578125 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -18833.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18911.482422 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -18911.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18947.310547 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -18947.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18963.283203 Penalty: 1802.182617
	Iteration 7Q: 3 clusters Score -18963.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18968.041016 Penalty: 1802.182617
	Iteration 8Q: 3 clusters Score -18968.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18968.041016 Penalty: 1802.182617
	Iteration 9F: 3 clusters Score -18968.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Entering Unmasked Estep 
Score: -1549528.875000 Penalty: 1553.810791
	Iteration 0F: 2 clusters Score -1549529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1539611.875000 Penalty: 3107.621582
	Iteration 0F: 3 clusters Score -1539612 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1542978.875000 Penalty: 3107.621582
	Iteration 1F: 3 clusters Score -1542979 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1543278.500000 Penalty: 3107.621582
	Iteration 2F: 3 clusters Score -1543278 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1543587.500000 Penalty: 3107.621582
	Iteration 3Q: 3 clusters Score -1543588 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1543966.250000 Penalty: 3107.621582
	Iteration 4F: 3 clusters Score -1543966 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1544464.625000 Penalty: 3107.621582
	Iteration 5F: 3 clusters Score -1544465 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1545080.625000 Penalty: 3107.621582
	Iteration 6F: 3 clusters Score -1545081 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1545764.125000 Penalty: 3107.621582
	Iteration 7F: 3 clusters Score -1545764 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1546475.250000 Penalty: 3107.621582
	Iteration 8F: 3 clusters Score -1546475 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1547022.500000 Penalty: 3107.621582
	Iteration 9Q: 3 clusters Score -1547022 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1547397.375000 Penalty: 3107.621582
	Iteration 10Q: 3 clusters Score -1547397 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1547612.750000 Penalty: 3107.621582
	Iteration 11Q: 3 clusters Score -1547613 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1547770.875000 Penalty: 3107.621582
	Iteration 12Q: 3 clusters Score -1547771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1547897.250000 Penalty: 3107.621582
	Iteration 13Q: 3 clusters Score -1547897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1548007.625000 Penalty: 3107.621582
	Iteration 14Q: 3 clusters Score -1548008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1548060.750000 Penalty: 3107.621582
	Iteration 15Q: 3 clusters Score -1548061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1548097.625000 Penalty: 3107.621582
	Iteration 16Q: 3 clusters Score -1548098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1548124.375000 Penalty: 3107.621582
	Iteration 17Q: 3 clusters Score -1548124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1548148.625000 Penalty: 3107.621582
	Iteration 18Q: 3 clusters Score -1548149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1548159.125000 Penalty: 3107.621582
	Iteration 19Q: 3 clusters Score -1548159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1548167.250000 Penalty: 3107.621582
	Iteration 20F: 3 clusters Score -1548167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1548171.375000 Penalty: 3107.621582
	Iteration 21Q: 3 clusters Score -1548171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1548175.750000 Penalty: 3107.621582
	Iteration 22Q: 3 clusters Score -1548176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1548185.125000 Penalty: 3107.621582
	Iteration 23Q: 3 clusters Score -1548185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1548189.500000 Penalty: 3107.621582
	Iteration 24Q: 3 clusters Score -1548190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1548191.875000 Penalty: 3107.621582
	Iteration 25Q: 3 clusters Score -1548192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1548194.625000 Penalty: 3107.621582
	Iteration 26Q: 3 clusters Score -1548195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1548194.500000 Penalty: 3107.621582
	Iteration 27Q: 3 clusters Score -1548194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1548194.500000 Penalty: 3107.621582
	Iteration 28F: 3 clusters Score -1548194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Entering Unmasked Estep 
Score: -427467.625000 Penalty: 1351.795532
	Iteration 0F: 2 clusters Score -427467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -424090.625000 Penalty: 2703.591064
	Iteration 0F: 3 clusters Score -424090.6 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -425034.343750 Penalty: 2703.591064
	Iteration 1F: 3 clusters Score -425034.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -425231.125000 Penalty: 2703.591064
	Iteration 2F: 3 clusters Score -425231.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -425380.218750 Penalty: 2703.591064
	Iteration 3F: 3 clusters Score -425380.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -425554.593750 Penalty: 2703.591064
	Iteration 4F: 3 clusters Score -425554.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -425793.687500 Penalty: 2703.591064
	Iteration 5F: 3 clusters Score -425793.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -426119.062500 Penalty: 2703.591064
	Iteration 6F: 3 clusters Score -426119.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -426493.531250 Penalty: 2703.591064
	Iteration 7F: 3 clusters Score -426493.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -426850.218750 Penalty: 2703.591064
	Iteration 8F: 3 clusters Score -426850.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -427131.906250 Penalty: 2703.591064
	Iteration 9Q: 3 clusters Score -427131.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -427245.531250 Penalty: 2703.591064
	Iteration 10Q: 3 clusters Score -427245.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -427320.781250 Penalty: 2703.591064
	Iteration 11Q: 3 clusters Score -427320.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -427502.562500 Penalty: 2703.591064
	Iteration 12Q: 3 clusters Score -427502.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -427572.281250 Penalty: 2703.591064
	Iteration 13Q: 3 clusters Score -427572.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -427577.718750 Penalty: 2703.591064
	Iteration 14Q: 3 clusters Score -427577.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -427578.812500 Penalty: 2703.591064
	Iteration 15Q: 3 clusters Score -427578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -427578.812500 Penalty: 2703.591064
	Iteration 16F: 3 clusters Score -427578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110101 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6167 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14213 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59134 members 
Mstep: Class 36 contains 178152 members 
Mstep: Class 37 contains 103029 members 
Mstep: Class 38 contains 175237 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2444 members 
Mstep: Class 44 contains 2343 members 
Entering Unmasked Estep 
Score: -101042680.000000 Penalty: 98589.312500
Splitting cluster 30 changes total score from -101043408.000000 to -101042680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (11664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Entering Unmasked Estep 
Score: -1276950.250000 Penalty: 1521.692627
	Iteration 0F: 2 clusters Score -1276950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1268753.125000 Penalty: 3043.385254
	Iteration 0F: 3 clusters Score -1268753 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1271415.875000 Penalty: 3043.385254
	Iteration 1F: 3 clusters Score -1271416 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1271650.625000 Penalty: 3043.385254
	Iteration 2F: 3 clusters Score -1271651 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1271898.625000 Penalty: 3043.385254
	Iteration 3Q: 3 clusters Score -1271899 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1272175.125000 Penalty: 3043.385254
	Iteration 4Q: 3 clusters Score -1272175 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1272526.250000 Penalty: 3043.385254
	Iteration 5F: 3 clusters Score -1272526 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1273047.500000 Penalty: 3043.385254
	Iteration 6F: 3 clusters Score -1273048 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1273652.750000 Penalty: 3043.385254
	Iteration 7F: 3 clusters Score -1273653 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1274256.500000 Penalty: 3043.385254
	Iteration 8F: 3 clusters Score -1274256 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1274808.750000 Penalty: 3043.385254
	Iteration 9Q: 3 clusters Score -1274809 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1275212.250000 Penalty: 3043.385254
	Iteration 10Q: 3 clusters Score -1275212 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1275491.000000 Penalty: 3043.385254
	Iteration 11Q: 3 clusters Score -1275491 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1275627.125000 Penalty: 3043.385254
	Iteration 12Q: 3 clusters Score -1275627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1275698.750000 Penalty: 3043.385254
	Iteration 13Q: 3 clusters Score -1275699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1275735.125000 Penalty: 3043.385254
	Iteration 14Q: 3 clusters Score -1275735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1275754.375000 Penalty: 3043.385254
	Iteration 15Q: 3 clusters Score -1275754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1275771.750000 Penalty: 3043.385254
	Iteration 16Q: 3 clusters Score -1275772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1275778.500000 Penalty: 3043.385254
	Iteration 17Q: 3 clusters Score -1275778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1275784.750000 Penalty: 3043.385254
	Iteration 18Q: 3 clusters Score -1275785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1275787.375000 Penalty: 3043.385254
	Iteration 19Q: 3 clusters Score -1275787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1275790.500000 Penalty: 3043.385254
	Iteration 20F: 3 clusters Score -1275790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1275792.125000 Penalty: 3043.385254
	Iteration 21Q: 3 clusters Score -1275792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1275792.750000 Penalty: 3043.385254
	Iteration 22Q: 3 clusters Score -1275793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1275795.500000 Penalty: 3043.385254
	Iteration 23Q: 3 clusters Score -1275796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1275792.250000 Penalty: 3043.385254
	Iteration 24Q: 3 clusters Score -1275792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1275792.125000 Penalty: 3043.385254
	Iteration 25Q: 3 clusters Score -1275792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1275793.625000 Penalty: 3043.385254
	Iteration 26Q: 3 clusters Score -1275794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1275795.125000 Penalty: 3043.385254
	Iteration 27Q: 3 clusters Score -1275795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1275793.750000 Penalty: 3043.385254
	Iteration 28Q: 3 clusters Score -1275794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1275793.125000 Penalty: 3043.385254
	Iteration 29Q: 3 clusters Score -1275793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1275796.375000 Penalty: 3043.385254
	Iteration 30Q: 3 clusters Score -1275796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1275793.875000 Penalty: 3043.385254
	Iteration 31Q: 3 clusters Score -1275794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1275795.375000 Penalty: 3043.385254
	Iteration 32Q: 3 clusters Score -1275795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1275793.000000 Penalty: 3043.385254
	Iteration 33Q: 3 clusters Score -1275793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1275792.375000 Penalty: 3043.385254
	Iteration 34Q: 3 clusters Score -1275792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1275793.750000 Penalty: 3043.385254
	Iteration 35Q: 3 clusters Score -1275794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1275793.750000 Penalty: 3043.385254
	Iteration 36F: 3 clusters Score -1275794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -176216.718750 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -176216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -174321.000000 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -174321 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -174786.562500 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -174786.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -174984.015625 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -174984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175175.140625 Penalty: 2433.877197
	Iteration 3F: 3 clusters Score -175175.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -175372.406250 Penalty: 2433.877197
	Iteration 4F: 3 clusters Score -175372.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -175614.437500 Penalty: 2433.877197
	Iteration 5F: 3 clusters Score -175614.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -175828.500000 Penalty: 2433.877197
	Iteration 6F: 3 clusters Score -175828.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -175963.156250 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -175963.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -176011.171875 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -176011.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -176036.203125 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -176036.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -176046.921875 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -176046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -176056.937500 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -176056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -176074.531250 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -176074.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -176102.531250 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -176102.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -176116.046875 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -176116 nChanged 14
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: -176125.718750 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -176125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -176127.875000 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -176127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176128.671875 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -176128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176128.671875 Penalty: 2433.877197
	Iteration 18F: 3 clusters Score -176128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -462938.906250 Penalty: 1368.861206
	Iteration 0F: 2 clusters Score -462938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -459239.000000 Penalty: 2737.722412
	Iteration 0F: 3 clusters Score -459239 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -460230.031250 Penalty: 2737.722412
	Iteration 1F: 3 clusters Score -460230 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -460415.562500 Penalty: 2737.722412
	Iteration 2F: 3 clusters Score -460415.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -460591.531250 Penalty: 2737.722412
	Iteration 3F: 3 clusters Score -460591.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -460762.406250 Penalty: 2737.722412
	Iteration 4F: 3 clusters Score -460762.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -460936.812500 Penalty: 2737.722412
	Iteration 5F: 3 clusters Score -460936.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -461106.000000 Penalty: 2737.722412
	Iteration 6Q: 3 clusters Score -461106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -461246.781250 Penalty: 2737.722412
	Iteration 7Q: 3 clusters Score -461246.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -461376.218750 Penalty: 2737.722412
	Iteration 8Q: 3 clusters Score -461376.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -461468.562500 Penalty: 2737.722412
	Iteration 9Q: 3 clusters Score -461468.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -461533.312500 Penalty: 2737.722412
	Iteration 10Q: 3 clusters Score -461533.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -461577.343750 Penalty: 2737.722412
	Iteration 11Q: 3 clusters Score -461577.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -461603.718750 Penalty: 2737.722412
	Iteration 12Q: 3 clusters Score -461603.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -461629.250000 Penalty: 2737.722412
	Iteration 13Q: 3 clusters Score -461629.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -461641.187500 Penalty: 2737.722412
	Iteration 14Q: 3 clusters Score -461641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -461647.656250 Penalty: 2737.722412
	Iteration 15Q: 3 clusters Score -461647.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -461654.968750 Penalty: 2737.722412
	Iteration 16Q: 3 clusters Score -461655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -461665.593750 Penalty: 2737.722412
	Iteration 17Q: 3 clusters Score -461665.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -461680.937500 Penalty: 2737.722412
	Iteration 18Q: 3 clusters Score -461680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -461691.968750 Penalty: 2737.722412
	Iteration 19Q: 3 clusters Score -461692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -461696.718750 Penalty: 2737.722412
	Iteration 20F: 3 clusters Score -461696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -461699.687500 Penalty: 2737.722412
	Iteration 21Q: 3 clusters Score -461699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -461699.687500 Penalty: 2737.722412
	Iteration 22F: 3 clusters Score -461699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -544836.875000 Penalty: 1393.971802
	Iteration 0F: 2 clusters Score -544836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -540597.500000 Penalty: 2787.943604
	Iteration 0F: 3 clusters Score -540597.5 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -541853.812500 Penalty: 2787.943604
	Iteration 1F: 3 clusters Score -541853.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -542097.375000 Penalty: 2787.943604
	Iteration 2F: 3 clusters Score -542097.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -542339.875000 Penalty: 2787.943604
	Iteration 3F: 3 clusters Score -542339.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -542630.312500 Penalty: 2787.943604
	Iteration 4F: 3 clusters Score -542630.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -542960.375000 Penalty: 2787.943604
	Iteration 5F: 3 clusters Score -542960.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -543296.875000 Penalty: 2787.943604
	Iteration 6F: 3 clusters Score -543296.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -543589.750000 Penalty: 2787.943604
	Iteration 7F: 3 clusters Score -543589.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -543826.187500 Penalty: 2787.943604
	Iteration 8F: 3 clusters Score -543826.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -543965.875000 Penalty: 2787.943604
	Iteration 9Q: 3 clusters Score -543965.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -544060.750000 Penalty: 2787.943604
	Iteration 10Q: 3 clusters Score -544060.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -544117.687500 Penalty: 2787.943604
	Iteration 11Q: 3 clusters Score -544117.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -544150.750000 Penalty: 2787.943604
	Iteration 12Q: 3 clusters Score -544150.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -544169.312500 Penalty: 2787.943604
	Iteration 13Q: 3 clusters Score -544169.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -544181.250000 Penalty: 2787.943604
	Iteration 14Q: 3 clusters Score -544181.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -544187.437500 Penalty: 2787.943604
	Iteration 15Q: 3 clusters Score -544187.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -544190.750000 Penalty: 2787.943604
	Iteration 16Q: 3 clusters Score -544190.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -544195.375000 Penalty: 2787.943604
	Iteration 17Q: 3 clusters Score -544195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -544194.687500 Penalty: 2787.943604
	Iteration 18Q: 3 clusters Score -544194.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -544196.687500 Penalty: 2787.943604
	Iteration 19Q: 3 clusters Score -544196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -544196.062500 Penalty: 2787.943604
	Iteration 20F: 3 clusters Score -544196.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (59134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Entering Unmasked Estep 
Score: -6110196.000000 Penalty: 1785.478760
	Iteration 0F: 2 clusters Score -6110196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -6070569.500000 Penalty: 3570.957520
	Iteration 0F: 3 clusters Score -6070570 nChanged 28117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -6087830.000000 Penalty: 3570.957520
	Iteration 1F: 3 clusters Score -6087830 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -6090163.000000 Penalty: 3570.957520
	Iteration 2F: 3 clusters Score -6090163 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -6093455.000000 Penalty: 3570.957520
	Iteration 3F: 3 clusters Score -6093455 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -6097088.500000 Penalty: 3570.957520
	Iteration 4F: 3 clusters Score -6097088 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -6100418.000000 Penalty: 3570.957520
	Iteration 5F: 3 clusters Score -6100418 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -6102975.500000 Penalty: 3570.957520
	Iteration 6F: 3 clusters Score -6102976 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -6105013.500000 Penalty: 3570.957520
	Iteration 7Q: 3 clusters Score -6105014 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -6106515.000000 Penalty: 3570.957520
	Iteration 8Q: 3 clusters Score -6106515 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -6107456.000000 Penalty: 3570.957520
	Iteration 9Q: 3 clusters Score -6107456 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -6108086.500000 Penalty: 3570.957520
	Iteration 10Q: 3 clusters Score -6108086 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -6108505.500000 Penalty: 3570.957520
	Iteration 11Q: 3 clusters Score -6108506 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -6108807.500000 Penalty: 3570.957520
	Iteration 12Q: 3 clusters Score -6108808 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -6109012.500000 Penalty: 3570.957520
	Iteration 13Q: 3 clusters Score -6109012 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6109141.500000 Penalty: 3570.957520
	Iteration 14Q: 3 clusters Score -6109142 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -6109251.000000 Penalty: 3570.957520
	Iteration 15Q: 3 clusters Score -6109251 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -6109389.500000 Penalty: 3570.957520
	Iteration 16Q: 3 clusters Score -6109390 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -6109501.000000 Penalty: 3570.957520
	Iteration 17Q: 3 clusters Score -6109501 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -6109558.500000 Penalty: 3570.957520
	Iteration 18Q: 3 clusters Score -6109558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6109635.500000 Penalty: 3570.957520
	Iteration 19Q: 3 clusters Score -6109636 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6109702.000000 Penalty: 3570.957520
	Iteration 20F: 3 clusters Score -6109702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -6109765.000000 Penalty: 3570.957520
	Iteration 21Q: 3 clusters Score -6109765 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -6109800.000000 Penalty: 3570.957520
	Iteration 22Q: 3 clusters Score -6109800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -6109832.500000 Penalty: 3570.957520
	Iteration 23Q: 3 clusters Score -6109832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -6109835.500000 Penalty: 3570.957520
	Iteration 24Q: 3 clusters Score -6109836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -6109872.000000 Penalty: 3570.957520
	Iteration 25Q: 3 clusters Score -6109872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6109887.500000 Penalty: 3570.957520
	Iteration 26Q: 3 clusters Score -6109888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -6109893.500000 Penalty: 3570.957520
	Iteration 27Q: 3 clusters Score -6109894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6109908.500000 Penalty: 3570.957520
	Iteration 28Q: 3 clusters Score -6109908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -6109920.000000 Penalty: 3570.957520
	Iteration 29Q: 3 clusters Score -6109920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -6109919.500000 Penalty: 3570.957520
	Iteration 30Q: 3 clusters Score -6109920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -6109919.000000 Penalty: 3570.957520
	Iteration 31Q: 3 clusters Score -6109919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6109919.500000 Penalty: 3570.957520
	Iteration 32Q: 3 clusters Score -6109920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -6109922.500000 Penalty: 3570.957520
	Iteration 33Q: 3 clusters Score -6109922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6109929.500000 Penalty: 3570.957520
	Iteration 34Q: 3 clusters Score -6109930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6109939.500000 Penalty: 3570.957520
	Iteration 35Q: 3 clusters Score -6109940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6109936.000000 Penalty: 3570.957520
	Iteration 36Q: 3 clusters Score -6109936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6109939.500000 Penalty: 3570.957520
	Iteration 37Q: 3 clusters Score -6109940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6109932.500000 Penalty: 3570.957520
	Iteration 38Q: 3 clusters Score -6109932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6109928.000000 Penalty: 3570.957520
	Iteration 39Q: 3 clusters Score -6109928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6109929.500000 Penalty: 3570.957520
	Iteration 40F: 3 clusters Score -6109930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6109933.500000 Penalty: 3570.957520
	Iteration 41Q: 3 clusters Score -6109934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6109928.000000 Penalty: 3570.957520
	Iteration 42Q: 3 clusters Score -6109928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6109929.500000 Penalty: 3570.957520
	Iteration 43Q: 3 clusters Score -6109930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6109929.000000 Penalty: 3570.957520
	Iteration 44Q: 3 clusters Score -6109929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6109929.000000 Penalty: 3570.957520
	Iteration 45Q: 3 clusters Score -6109929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6109930.500000 Penalty: 3570.957520
	Iteration 46Q: 3 clusters Score -6109930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6109928.000000 Penalty: 3570.957520
	Iteration 47Q: 3 clusters Score -6109928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6109928.000000 Penalty: 3570.957520
	Iteration 48F: 3 clusters Score -6109928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (178152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178152 members 
Entering Unmasked Estep 
Score: -19288632.000000 Penalty: 1964.688721
	Iteration 0F: 2 clusters Score -1.928863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -19188706.000000 Penalty: 3929.377441
	Iteration 0F: 3 clusters Score -1.918871e+07 nChanged 86308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92469 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -19240104.000000 Penalty: 3929.377441
	Iteration 1F: 3 clusters Score -1.92401e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -19241780.000000 Penalty: 3929.377441
	Iteration 2Q: 3 clusters Score -1.924178e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -19244400.000000 Penalty: 3929.377441
	Iteration 3Q: 3 clusters Score -1.92444e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -19248206.000000 Penalty: 3929.377441
	Iteration 4Q: 3 clusters Score -1.924821e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -19253302.000000 Penalty: 3929.377441
	Iteration 5F: 3 clusters Score -1.92533e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -19259082.000000 Penalty: 3929.377441
	Iteration 6F: 3 clusters Score -1.925908e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -19264900.000000 Penalty: 3929.377441
	Iteration 7F: 3 clusters Score -1.92649e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -19269796.000000 Penalty: 3929.377441
	Iteration 8F: 3 clusters Score -1.92698e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -19273980.000000 Penalty: 3929.377441
	Iteration 9Q: 3 clusters Score -1.927398e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -19277040.000000 Penalty: 3929.377441
	Iteration 10Q: 3 clusters Score -1.927704e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -19279278.000000 Penalty: 3929.377441
	Iteration 11Q: 3 clusters Score -1.927928e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -19280386.000000 Penalty: 3929.377441
	Iteration 12Q: 3 clusters Score -1.928039e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -19281352.000000 Penalty: 3929.377441
	Iteration 13Q: 3 clusters Score -1.928135e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -19281970.000000 Penalty: 3929.377441
	Iteration 14Q: 3 clusters Score -1.928197e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -19282688.000000 Penalty: 3929.377441
	Iteration 15Q: 3 clusters Score -1.928269e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -19283408.000000 Penalty: 3929.377441
	Iteration 16Q: 3 clusters Score -1.928341e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -19284510.000000 Penalty: 3929.377441
	Iteration 17Q: 3 clusters Score -1.928451e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -19285756.000000 Penalty: 3929.377441
	Iteration 18Q: 3 clusters Score -1.928576e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -19287180.000000 Penalty: 3929.377441
	Iteration 19Q: 3 clusters Score -1.928718e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -19288670.000000 Penalty: 3929.377441
	Iteration 20F: 3 clusters Score -1.928867e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -19289974.000000 Penalty: 3929.377441
	Iteration 21Q: 3 clusters Score -1.928997e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -19290652.000000 Penalty: 3929.377441
	Iteration 22Q: 3 clusters Score -1.929065e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -19291130.000000 Penalty: 3929.377441
	Iteration 23Q: 3 clusters Score -1.929113e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -19291294.000000 Penalty: 3929.377441
	Iteration 24Q: 3 clusters Score -1.929129e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -19291480.000000 Penalty: 3929.377441
	Iteration 25Q: 3 clusters Score -1.929148e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -19291634.000000 Penalty: 3929.377441
	Iteration 26Q: 3 clusters Score -1.929163e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -19291692.000000 Penalty: 3929.377441
	Iteration 27Q: 3 clusters Score -1.929169e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -19291702.000000 Penalty: 3929.377441
	Iteration 28Q: 3 clusters Score -1.92917e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 113417 members 
Entering Unmasked Estep 
Score: -19291800.000000 Penalty: 3929.377441
	Iteration 29Q: 3 clusters Score -1.92918e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -19291744.000000 Penalty: 3929.377441
	Iteration 30Q: 3 clusters Score -1.929174e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 117291 members 
Entering Unmasked Estep 
Score: -19291694.000000 Penalty: 3929.377441
	Iteration 31Q: 3 clusters Score -1.929169e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 119211 members 
Entering Unmasked Estep 
Score: -19291686.000000 Penalty: 3929.377441
	Iteration 32Q: 3 clusters Score -1.929169e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 121151 members 
Entering Unmasked Estep 
Score: -19291668.000000 Penalty: 3929.377441
	Iteration 33Q: 3 clusters Score -1.929167e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -19291606.000000 Penalty: 3929.377441
	Iteration 34Q: 3 clusters Score -1.929161e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 125194 members 
Entering Unmasked Estep 
Score: -19291516.000000 Penalty: 3929.377441
	Iteration 35Q: 3 clusters Score -1.929152e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -19291534.000000 Penalty: 3929.377441
	Iteration 36Q: 3 clusters Score -1.929153e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -19291494.000000 Penalty: 3929.377441
	Iteration 37Q: 3 clusters Score -1.929149e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -19291618.000000 Penalty: 3929.377441
	Iteration 38Q: 3 clusters Score -1.929162e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -19291722.000000 Penalty: 3929.377441
	Iteration 39Q: 3 clusters Score -1.929172e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 135021 members 
Entering Unmasked Estep 
Score: -19292008.000000 Penalty: 3929.377441
	Iteration 40F: 3 clusters Score -1.929201e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 137355 members 
Entering Unmasked Estep 
Score: -19292098.000000 Penalty: 3929.377441
	Iteration 41Q: 3 clusters Score -1.92921e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 139667 members 
Entering Unmasked Estep 
Score: -19292240.000000 Penalty: 3929.377441
	Iteration 42Q: 3 clusters Score -1.929224e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 142018 members 
Entering Unmasked Estep 
Score: -19292242.000000 Penalty: 3929.377441
	Iteration 43Q: 3 clusters Score -1.929224e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 144298 members 
Entering Unmasked Estep 
Score: -19292454.000000 Penalty: 3929.377441
	Iteration 44Q: 3 clusters Score -1.929245e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 146575 members 
Entering Unmasked Estep 
Score: -19292326.000000 Penalty: 3929.377441
	Iteration 45Q: 3 clusters Score -1.929233e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 148725 members 
Entering Unmasked Estep 
Score: -19292360.000000 Penalty: 3929.377441
	Iteration 46Q: 3 clusters Score -1.929236e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 150803 members 
Entering Unmasked Estep 
Score: -19292266.000000 Penalty: 3929.377441
	Iteration 47Q: 3 clusters Score -1.929227e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -19292344.000000 Penalty: 3929.377441
	Iteration 48Q: 3 clusters Score -1.929234e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -19292304.000000 Penalty: 3929.377441
	Iteration 49Q: 3 clusters Score -1.92923e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 156420 members 
Entering Unmasked Estep 
Score: -19292436.000000 Penalty: 3929.377441
	Iteration 50Q: 3 clusters Score -1.929244e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -19292604.000000 Penalty: 3929.377441
	Iteration 51Q: 3 clusters Score -1.92926e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -19292600.000000 Penalty: 3929.377441
	Iteration 52Q: 3 clusters Score -1.92926e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 160908 members 
Entering Unmasked Estep 
Score: -19292588.000000 Penalty: 3929.377441
	Iteration 53Q: 3 clusters Score -1.929259e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 162158 members 
Entering Unmasked Estep 
Score: -19292672.000000 Penalty: 3929.377441
	Iteration 54Q: 3 clusters Score -1.929267e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -19292678.000000 Penalty: 3929.377441
	Iteration 55Q: 3 clusters Score -1.929268e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -19292712.000000 Penalty: 3929.377441
	Iteration 56Q: 3 clusters Score -1.929271e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -19292792.000000 Penalty: 3929.377441
	Iteration 57Q: 3 clusters Score -1.929279e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -19292736.000000 Penalty: 3929.377441
	Iteration 58Q: 3 clusters Score -1.929274e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 167300 members 
Entering Unmasked Estep 
Score: -19292708.000000 Penalty: 3929.377441
	Iteration 59Q: 3 clusters Score -1.929271e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 168069 members 
Entering Unmasked Estep 
Score: -19292690.000000 Penalty: 3929.377441
	Iteration 60F: 3 clusters Score -1.929269e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 168751 members 
Entering Unmasked Estep 
Score: -19292516.000000 Penalty: 3929.377441
	Iteration 61Q: 3 clusters Score -1.929252e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -19292318.000000 Penalty: 3929.377441
	Iteration 62Q: 3 clusters Score -1.929232e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 169972 members 
Entering Unmasked Estep 
Score: -19292080.000000 Penalty: 3929.377441
	Iteration 63Q: 3 clusters Score -1.929208e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 170487 members 
Entering Unmasked Estep 
Score: -19291854.000000 Penalty: 3929.377441
	Iteration 64Q: 3 clusters Score -1.929185e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 170935 members 
Entering Unmasked Estep 
Score: -19291650.000000 Penalty: 3929.377441
	Iteration 65Q: 3 clusters Score -1.929165e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -19291436.000000 Penalty: 3929.377441
	Iteration 66Q: 3 clusters Score -1.929144e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -19291386.000000 Penalty: 3929.377441
	Iteration 67Q: 3 clusters Score -1.929139e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 171998 members 
Entering Unmasked Estep 
Score: -19291290.000000 Penalty: 3929.377441
	Iteration 68Q: 3 clusters Score -1.929129e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -19291210.000000 Penalty: 3929.377441
	Iteration 69Q: 3 clusters Score -1.929121e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 172584 members 
Entering Unmasked Estep 
Score: -19291084.000000 Penalty: 3929.377441
	Iteration 70Q: 3 clusters Score -1.929108e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 172847 members 
Entering Unmasked Estep 
Score: -19290968.000000 Penalty: 3929.377441
	Iteration 71Q: 3 clusters Score -1.929097e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 173090 members 
Entering Unmasked Estep 
Score: -19290786.000000 Penalty: 3929.377441
	Iteration 72Q: 3 clusters Score -1.929079e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -19290708.000000 Penalty: 3929.377441
	Iteration 73Q: 3 clusters Score -1.929071e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -19290646.000000 Penalty: 3929.377441
	Iteration 74Q: 3 clusters Score -1.929065e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 173686 members 
Entering Unmasked Estep 
Score: -19290576.000000 Penalty: 3929.377441
	Iteration 75Q: 3 clusters Score -1.929058e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 173848 members 
Entering Unmasked Estep 
Score: -19290540.000000 Penalty: 3929.377441
	Iteration 76Q: 3 clusters Score -1.929054e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -19290466.000000 Penalty: 3929.377441
	Iteration 77Q: 3 clusters Score -1.929047e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 174159 members 
Entering Unmasked Estep 
Score: -19290360.000000 Penalty: 3929.377441
	Iteration 78Q: 3 clusters Score -1.929036e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 174308 members 
Entering Unmasked Estep 
Score: -19290326.000000 Penalty: 3929.377441
	Iteration 79Q: 3 clusters Score -1.929033e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 174456 members 
Entering Unmasked Estep 
Score: -19290250.000000 Penalty: 3929.377441
	Iteration 80F: 3 clusters Score -1.929025e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -19290190.000000 Penalty: 3929.377441
	Iteration 81Q: 3 clusters Score -1.929019e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -19290064.000000 Penalty: 3929.377441
	Iteration 82Q: 3 clusters Score -1.929006e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 174846 members 
Entering Unmasked Estep 
Score: -19289994.000000 Penalty: 3929.377441
	Iteration 83Q: 3 clusters Score -1.928999e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 174966 members 
Entering Unmasked Estep 
Score: -19289938.000000 Penalty: 3929.377441
	Iteration 84Q: 3 clusters Score -1.928994e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -19289910.000000 Penalty: 3929.377441
	Iteration 85Q: 3 clusters Score -1.928991e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 175173 members 
Entering Unmasked Estep 
Score: -19289836.000000 Penalty: 3929.377441
	Iteration 86Q: 3 clusters Score -1.928984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 175242 members 
Entering Unmasked Estep 
Score: -19289788.000000 Penalty: 3929.377441
	Iteration 87Q: 3 clusters Score -1.928979e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -19289734.000000 Penalty: 3929.377441
	Iteration 88Q: 3 clusters Score -1.928973e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 175347 members 
Entering Unmasked Estep 
Score: -19289718.000000 Penalty: 3929.377441
	Iteration 89Q: 3 clusters Score -1.928972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 175393 members 
Entering Unmasked Estep 
Score: -19289656.000000 Penalty: 3929.377441
	Iteration 90Q: 3 clusters Score -1.928966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 175436 members 
Entering Unmasked Estep 
Score: -19289592.000000 Penalty: 3929.377441
	Iteration 91Q: 3 clusters Score -1.928959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -19289590.000000 Penalty: 3929.377441
	Iteration 92Q: 3 clusters Score -1.928959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 175506 members 
Entering Unmasked Estep 
Score: -19289590.000000 Penalty: 3929.377441
	Iteration 93Q: 3 clusters Score -1.928959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 175533 members 
Entering Unmasked Estep 
Score: -19289594.000000 Penalty: 3929.377441
	Iteration 94Q: 3 clusters Score -1.928959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -19289578.000000 Penalty: 3929.377441
	Iteration 95Q: 3 clusters Score -1.928958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 175583 members 
Entering Unmasked Estep 
Score: -19289560.000000 Penalty: 3929.377441
	Iteration 96Q: 3 clusters Score -1.928956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 175609 members 
Entering Unmasked Estep 
Score: -19289548.000000 Penalty: 3929.377441
	Iteration 97Q: 3 clusters Score -1.928955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -19289520.000000 Penalty: 3929.377441
	Iteration 98Q: 3 clusters Score -1.928952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 175676 members 
Entering Unmasked Estep 
Score: -19289448.000000 Penalty: 3929.377441
	Iteration 99Q: 3 clusters Score -1.928945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 175712 members 
Entering Unmasked Estep 
Score: -19289424.000000 Penalty: 3929.377441
	Iteration 100F: 3 clusters Score -1.928942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 175751 members 
Entering Unmasked Estep 
Score: -19289384.000000 Penalty: 3929.377441
	Iteration 101Q: 3 clusters Score -1.928938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -19289360.000000 Penalty: 3929.377441
	Iteration 102Q: 3 clusters Score -1.928936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 175830 members 
Entering Unmasked Estep 
Score: -19289338.000000 Penalty: 3929.377441
	Iteration 103Q: 3 clusters Score -1.928934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 175870 members 
Entering Unmasked Estep 
Score: -19289288.000000 Penalty: 3929.377441
	Iteration 104Q: 3 clusters Score -1.928929e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -19289240.000000 Penalty: 3929.377441
	Iteration 105Q: 3 clusters Score -1.928924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -19289212.000000 Penalty: 3929.377441
	Iteration 106Q: 3 clusters Score -1.928921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -19289188.000000 Penalty: 3929.377441
	Iteration 107Q: 3 clusters Score -1.928919e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 176019 members 
Entering Unmasked Estep 
Score: -19289138.000000 Penalty: 3929.377441
	Iteration 108Q: 3 clusters Score -1.928914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 176058 members 
Entering Unmasked Estep 
Score: -19289098.000000 Penalty: 3929.377441
	Iteration 109Q: 3 clusters Score -1.92891e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -19289054.000000 Penalty: 3929.377441
	Iteration 110Q: 3 clusters Score -1.928905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -19288980.000000 Penalty: 3929.377441
	Iteration 111Q: 3 clusters Score -1.928898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 176181 members 
Entering Unmasked Estep 
Score: -19288946.000000 Penalty: 3929.377441
	Iteration 112Q: 3 clusters Score -1.928895e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 176229 members 
Entering Unmasked Estep 
Score: -19288872.000000 Penalty: 3929.377441
	Iteration 113Q: 3 clusters Score -1.928887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 176278 members 
Entering Unmasked Estep 
Score: -19288774.000000 Penalty: 3929.377441
	Iteration 114Q: 3 clusters Score -1.928877e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 176319 members 
Entering Unmasked Estep 
Score: -19288776.000000 Penalty: 3929.377441
	Iteration 115Q: 3 clusters Score -1.928878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -19288768.000000 Penalty: 3929.377441
	Iteration 116Q: 3 clusters Score -1.928877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 176384 members 
Entering Unmasked Estep 
Score: -19288718.000000 Penalty: 3929.377441
	Iteration 117Q: 3 clusters Score -1.928872e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -19288694.000000 Penalty: 3929.377441
	Iteration 118Q: 3 clusters Score -1.928869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 176441 members 
Entering Unmasked Estep 
Score: -19288680.000000 Penalty: 3929.377441
	Iteration 119Q: 3 clusters Score -1.928868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -19288620.000000 Penalty: 3929.377441
	Iteration 120F: 3 clusters Score -1.928862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 176515 members 
Entering Unmasked Estep 
Score: -19288584.000000 Penalty: 3929.377441
	Iteration 121Q: 3 clusters Score -1.928858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 176542 members 
Entering Unmasked Estep 
Score: -19288538.000000 Penalty: 3929.377441
	Iteration 122Q: 3 clusters Score -1.928854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -19288538.000000 Penalty: 3929.377441
	Iteration 123Q: 3 clusters Score -1.928854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 176618 members 
Entering Unmasked Estep 
Score: -19288552.000000 Penalty: 3929.377441
	Iteration 124Q: 3 clusters Score -1.928855e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -19288522.000000 Penalty: 3929.377441
	Iteration 125Q: 3 clusters Score -1.928852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 176697 members 
Entering Unmasked Estep 
Score: -19288470.000000 Penalty: 3929.377441
	Iteration 126Q: 3 clusters Score -1.928847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 176733 members 
Entering Unmasked Estep 
Score: -19288432.000000 Penalty: 3929.377441
	Iteration 127Q: 3 clusters Score -1.928843e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 176775 members 
Entering Unmasked Estep 
Score: -19288426.000000 Penalty: 3929.377441
	Iteration 128Q: 3 clusters Score -1.928843e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 176812 members 
Entering Unmasked Estep 
Score: -19288414.000000 Penalty: 3929.377441
	Iteration 129Q: 3 clusters Score -1.928841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 176852 members 
Entering Unmasked Estep 
Score: -19288400.000000 Penalty: 3929.377441
	Iteration 130Q: 3 clusters Score -1.92884e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 176882 members 
Entering Unmasked Estep 
Score: -19288370.000000 Penalty: 3929.377441
	Iteration 131Q: 3 clusters Score -1.928837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 176912 members 
Entering Unmasked Estep 
Score: -19288306.000000 Penalty: 3929.377441
	Iteration 132Q: 3 clusters Score -1.928831e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -19288286.000000 Penalty: 3929.377441
	Iteration 133Q: 3 clusters Score -1.928829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 176967 members 
Entering Unmasked Estep 
Score: -19288232.000000 Penalty: 3929.377441
	Iteration 134Q: 3 clusters Score -1.928823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 176989 members 
Entering Unmasked Estep 
Score: -19288212.000000 Penalty: 3929.377441
	Iteration 135Q: 3 clusters Score -1.928821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 177005 members 
Entering Unmasked Estep 
Score: -19288190.000000 Penalty: 3929.377441
	Iteration 136Q: 3 clusters Score -1.928819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -19288200.000000 Penalty: 3929.377441
	Iteration 137Q: 3 clusters Score -1.92882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -19288184.000000 Penalty: 3929.377441
	Iteration 138Q: 3 clusters Score -1.928818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -19288160.000000 Penalty: 3929.377441
	Iteration 139Q: 3 clusters Score -1.928816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -19288122.000000 Penalty: 3929.377441
	Iteration 140F: 3 clusters Score -1.928812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -19288104.000000 Penalty: 3929.377441
	Iteration 141Q: 3 clusters Score -1.92881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 177056 members 
Entering Unmasked Estep 
Score: -19288084.000000 Penalty: 3929.377441
	Iteration 142Q: 3 clusters Score -1.928808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 177062 members 
Entering Unmasked Estep 
Score: -19288058.000000 Penalty: 3929.377441
	Iteration 143Q: 3 clusters Score -1.928806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 177067 members 
Entering Unmasked Estep 
Score: -19288070.000000 Penalty: 3929.377441
	Iteration 144Q: 3 clusters Score -1.928807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 177068 members 
Entering Unmasked Estep 
Score: -19288064.000000 Penalty: 3929.377441
	Iteration 145Q: 3 clusters Score -1.928806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -19288078.000000 Penalty: 3929.377441
	Iteration 146Q: 3 clusters Score -1.928808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -19288056.000000 Penalty: 3929.377441
	Iteration 147Q: 3 clusters Score -1.928806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -19288032.000000 Penalty: 3929.377441
	Iteration 148Q: 3 clusters Score -1.928803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 177101 members 
Entering Unmasked Estep 
Score: -19288024.000000 Penalty: 3929.377441
	Iteration 149Q: 3 clusters Score -1.928802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 177104 members 
Entering Unmasked Estep 
Score: -19288014.000000 Penalty: 3929.377441
	Iteration 150Q: 3 clusters Score -1.928801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 177111 members 
Entering Unmasked Estep 
Score: -19287996.000000 Penalty: 3929.377441
	Iteration 151Q: 3 clusters Score -1.9288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -19287988.000000 Penalty: 3929.377441
	Iteration 152Q: 3 clusters Score -1.928799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -19287972.000000 Penalty: 3929.377441
	Iteration 153Q: 3 clusters Score -1.928797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -19287944.000000 Penalty: 3929.377441
	Iteration 154Q: 3 clusters Score -1.928794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 177153 members 
Entering Unmasked Estep 
Score: -19287956.000000 Penalty: 3929.377441
	Iteration 155Q: 3 clusters Score -1.928796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 177163 members 
Entering Unmasked Estep 
Score: -19287954.000000 Penalty: 3929.377441
	Iteration 156Q: 3 clusters Score -1.928795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -19287940.000000 Penalty: 3929.377441
	Iteration 157Q: 3 clusters Score -1.928794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 177181 members 
Entering Unmasked Estep 
Score: -19287920.000000 Penalty: 3929.377441
	Iteration 158Q: 3 clusters Score -1.928792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 177185 members 
Entering Unmasked Estep 
Score: -19287914.000000 Penalty: 3929.377441
	Iteration 159Q: 3 clusters Score -1.928791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 177187 members 
Entering Unmasked Estep 
Score: -19287918.000000 Penalty: 3929.377441
	Iteration 160F: 3 clusters Score -1.928792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -19287908.000000 Penalty: 3929.377441
	Iteration 161Q: 3 clusters Score -1.928791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 177194 members 
Entering Unmasked Estep 
Score: -19287902.000000 Penalty: 3929.377441
	Iteration 162Q: 3 clusters Score -1.92879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 177197 members 
Entering Unmasked Estep 
Score: -19287898.000000 Penalty: 3929.377441
	Iteration 163Q: 3 clusters Score -1.92879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 177198 members 
Entering Unmasked Estep 
Score: -19287912.000000 Penalty: 3929.377441
	Iteration 164Q: 3 clusters Score -1.928791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 177200 members 
Entering Unmasked Estep 
Score: -19287902.000000 Penalty: 3929.377441
	Iteration 165Q: 3 clusters Score -1.92879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 177201 members 
Entering Unmasked Estep 
Score: -19287902.000000 Penalty: 3929.377441
	Iteration 166Q: 3 clusters Score -1.92879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 177202 members 
Entering Unmasked Estep 
Score: -19287900.000000 Penalty: 3929.377441
	Iteration 167Q: 3 clusters Score -1.92879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 177203 members 
Entering Unmasked Estep 
Score: -19287898.000000 Penalty: 3929.377441
	Iteration 168Q: 3 clusters Score -1.92879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 177203 members 
Entering Unmasked Estep 
Score: -19287902.000000 Penalty: 3929.377441
	Iteration 169Q: 3 clusters Score -1.92879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -19287902.000000 Penalty: 3929.377441
	Iteration 170Q: 3 clusters Score -1.92879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 177208 members 
Entering Unmasked Estep 
Score: -19287896.000000 Penalty: 3929.377441
	Iteration 171Q: 3 clusters Score -1.92879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 177210 members 
Entering Unmasked Estep 
Score: -19287896.000000 Penalty: 3929.377441
	Iteration 172Q: 3 clusters Score -1.92879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 177210 members 
Entering Unmasked Estep 
Score: -19287896.000000 Penalty: 3929.377441
	Iteration 173F: 3 clusters Score -1.92879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (103029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Entering Unmasked Estep 
Score: -11055031.000000 Penalty: 1875.699463
	Iteration 0F: 2 clusters Score -1.105503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -10986630.000000 Penalty: 3751.398926
	Iteration 0F: 3 clusters Score -1.098663e+07 nChanged 49217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -11015533.000000 Penalty: 3751.398926
	Iteration 1F: 3 clusters Score -1.101553e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -11016546.000000 Penalty: 3751.398926
	Iteration 2Q: 3 clusters Score -1.101655e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -11017905.000000 Penalty: 3751.398926
	Iteration 3Q: 3 clusters Score -1.10179e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -11019631.000000 Penalty: 3751.398926
	Iteration 4Q: 3 clusters Score -1.101963e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -11021674.000000 Penalty: 3751.398926
	Iteration 5Q: 3 clusters Score -1.102167e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -11024007.000000 Penalty: 3751.398926
	Iteration 6F: 3 clusters Score -1.102401e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -11026935.000000 Penalty: 3751.398926
	Iteration 7F: 3 clusters Score -1.102694e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -11030332.000000 Penalty: 3751.398926
	Iteration 8F: 3 clusters Score -1.103033e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -11034069.000000 Penalty: 3751.398926
	Iteration 9F: 3 clusters Score -1.103407e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -11037939.000000 Penalty: 3751.398926
	Iteration 10F: 3 clusters Score -1.103794e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -11041972.000000 Penalty: 3751.398926
	Iteration 11F: 3 clusters Score -1.104197e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -11045561.000000 Penalty: 3751.398926
	Iteration 12Q: 3 clusters Score -1.104556e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -11048657.000000 Penalty: 3751.398926
	Iteration 13Q: 3 clusters Score -1.104866e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -11050762.000000 Penalty: 3751.398926
	Iteration 14Q: 3 clusters Score -1.105076e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11052036.000000 Penalty: 3751.398926
	Iteration 15Q: 3 clusters Score -1.105204e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11052693.000000 Penalty: 3751.398926
	Iteration 16Q: 3 clusters Score -1.105269e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11053030.000000 Penalty: 3751.398926
	Iteration 17Q: 3 clusters Score -1.105303e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11053201.000000 Penalty: 3751.398926
	Iteration 18Q: 3 clusters Score -1.10532e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11053298.000000 Penalty: 3751.398926
	Iteration 19Q: 3 clusters Score -1.10533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11053345.000000 Penalty: 3751.398926
	Iteration 20F: 3 clusters Score -1.105334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11053365.000000 Penalty: 3751.398926
	Iteration 21Q: 3 clusters Score -1.105336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11053401.000000 Penalty: 3751.398926
	Iteration 22Q: 3 clusters Score -1.10534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11053421.000000 Penalty: 3751.398926
	Iteration 23Q: 3 clusters Score -1.105342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11053451.000000 Penalty: 3751.398926
	Iteration 24Q: 3 clusters Score -1.105345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11053456.000000 Penalty: 3751.398926
	Iteration 25Q: 3 clusters Score -1.105346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11053469.000000 Penalty: 3751.398926
	Iteration 26Q: 3 clusters Score -1.105347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11053469.000000 Penalty: 3751.398926
	Iteration 27Q: 3 clusters Score -1.105347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11053472.000000 Penalty: 3751.398926
	Iteration 28Q: 3 clusters Score -1.105347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11053475.000000 Penalty: 3751.398926
	Iteration 29Q: 3 clusters Score -1.105348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11053473.000000 Penalty: 3751.398926
	Iteration 30Q: 3 clusters Score -1.105347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11053467.000000 Penalty: 3751.398926
	Iteration 31Q: 3 clusters Score -1.105347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11053473.000000 Penalty: 3751.398926
	Iteration 32Q: 3 clusters Score -1.105347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11053469.000000 Penalty: 3751.398926
	Iteration 33Q: 3 clusters Score -1.105347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11053469.000000 Penalty: 3751.398926
	Iteration 34Q: 3 clusters Score -1.105347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11053469.000000 Penalty: 3751.398926
	Iteration 35F: 3 clusters Score -1.105347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (175237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Entering Unmasked Estep 
Score: -18530868.000000 Penalty: 1962.007812
	Iteration 0F: 2 clusters Score -1.853087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -18413388.000000 Penalty: 3924.015625
	Iteration 0F: 3 clusters Score -1.841339e+07 nChanged 84476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -18463568.000000 Penalty: 3924.015625
	Iteration 1F: 3 clusters Score -1.846357e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -18464480.000000 Penalty: 3924.015625
	Iteration 2Q: 3 clusters Score -1.846448e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -18465950.000000 Penalty: 3924.015625
	Iteration 3Q: 3 clusters Score -1.846595e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -18468534.000000 Penalty: 3924.015625
	Iteration 4Q: 3 clusters Score -1.846853e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109386 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -18472846.000000 Penalty: 3924.015625
	Iteration 5Q: 3 clusters Score -1.847285e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -18480122.000000 Penalty: 3924.015625
	Iteration 6F: 3 clusters Score -1.848012e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -18491402.000000 Penalty: 3924.015625
	Iteration 7F: 3 clusters Score -1.84914e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -18503646.000000 Penalty: 3924.015625
	Iteration 8F: 3 clusters Score -1.850365e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -18513976.000000 Penalty: 3924.015625
	Iteration 9F: 3 clusters Score -1.851398e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -18520716.000000 Penalty: 3924.015625
	Iteration 10Q: 3 clusters Score -1.852072e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -18524726.000000 Penalty: 3924.015625
	Iteration 11Q: 3 clusters Score -1.852473e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -18527218.000000 Penalty: 3924.015625
	Iteration 12Q: 3 clusters Score -1.852722e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -18528338.000000 Penalty: 3924.015625
	Iteration 13Q: 3 clusters Score -1.852834e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174678 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18528838.000000 Penalty: 3924.015625
	Iteration 14Q: 3 clusters Score -1.852884e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18528942.000000 Penalty: 3924.015625
	Iteration 15Q: 3 clusters Score -1.852894e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18529046.000000 Penalty: 3924.015625
	Iteration 16Q: 3 clusters Score -1.852905e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18529074.000000 Penalty: 3924.015625
	Iteration 17Q: 3 clusters Score -1.852907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175026 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18529076.000000 Penalty: 3924.015625
	Iteration 18Q: 3 clusters Score -1.852908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18529094.000000 Penalty: 3924.015625
	Iteration 19Q: 3 clusters Score -1.852909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175033 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18529108.000000 Penalty: 3924.015625
	Iteration 20F: 3 clusters Score -1.852911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18529110.000000 Penalty: 3924.015625
	Iteration 21Q: 3 clusters Score -1.852911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18529110.000000 Penalty: 3924.015625
	Iteration 22F: 3 clusters Score -1.852911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12042.261719 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -12042.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11356.848633 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -11356.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11466.738281 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -11466.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11508.380859 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -11508.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11520.199219 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -11520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11525.855469 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -11525.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11525.855469 Penalty: 1725.187012
	Iteration 5F: 3 clusters Score -11525.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -11520.966797 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -11520.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10970.635742 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -10970.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11178.520508 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -11178.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11311.116211 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -11311.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11458.139648 Penalty: 1708.686035
	Iteration 3F: 3 clusters Score -11458.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11467.617188 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -11467.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11476.430664 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -11476.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11476.430664 Penalty: 1708.686035
	Iteration 6F: 3 clusters Score -11476.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -854281.375000 Penalty: 1462.257446
	Iteration 0F: 2 clusters Score -854281.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -848289.125000 Penalty: 2924.514893
	Iteration 0F: 3 clusters Score -848289.1 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -850141.687500 Penalty: 2924.514893
	Iteration 1F: 3 clusters Score -850141.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -850410.125000 Penalty: 2924.514893
	Iteration 2F: 3 clusters Score -850410.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -850612.625000 Penalty: 2924.514893
	Iteration 3F: 3 clusters Score -850612.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -850787.125000 Penalty: 2924.514893
	Iteration 4Q: 3 clusters Score -850787.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -850952.562500 Penalty: 2924.514893
	Iteration 5Q: 3 clusters Score -850952.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -851117.375000 Penalty: 2924.514893
	Iteration 6Q: 3 clusters Score -851117.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -851291.062500 Penalty: 2924.514893
	Iteration 7Q: 3 clusters Score -851291.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -851481.187500 Penalty: 2924.514893
	Iteration 8Q: 3 clusters Score -851481.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -851658.312500 Penalty: 2924.514893
	Iteration 9Q: 3 clusters Score -851658.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -851796.000000 Penalty: 2924.514893
	Iteration 10Q: 3 clusters Score -851796 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -851907.937500 Penalty: 2924.514893
	Iteration 11Q: 3 clusters Score -851907.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -852002.562500 Penalty: 2924.514893
	Iteration 12Q: 3 clusters Score -852002.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -852075.187500 Penalty: 2924.514893
	Iteration 13Q: 3 clusters Score -852075.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -852126.562500 Penalty: 2924.514893
	Iteration 14Q: 3 clusters Score -852126.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -852163.937500 Penalty: 2924.514893
	Iteration 15Q: 3 clusters Score -852163.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -852190.437500 Penalty: 2924.514893
	Iteration 16Q: 3 clusters Score -852190.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -852205.687500 Penalty: 2924.514893
	Iteration 17Q: 3 clusters Score -852205.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -852226.687500 Penalty: 2924.514893
	Iteration 18Q: 3 clusters Score -852226.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -852238.000000 Penalty: 2924.514893
	Iteration 19Q: 3 clusters Score -852238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -852250.437500 Penalty: 2924.514893
	Iteration 20F: 3 clusters Score -852250.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -852261.875000 Penalty: 2924.514893
	Iteration 21Q: 3 clusters Score -852261.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -852269.500000 Penalty: 2924.514893
	Iteration 22Q: 3 clusters Score -852269.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -852275.187500 Penalty: 2924.514893
	Iteration 23Q: 3 clusters Score -852275.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -852276.312500 Penalty: 2924.514893
	Iteration 24Q: 3 clusters Score -852276.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -852280.312500 Penalty: 2924.514893
	Iteration 25Q: 3 clusters Score -852280.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -852284.187500 Penalty: 2924.514893
	Iteration 26Q: 3 clusters Score -852284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -852287.187500 Penalty: 2924.514893
	Iteration 27Q: 3 clusters Score -852287.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -852291.062500 Penalty: 2924.514893
	Iteration 28Q: 3 clusters Score -852291.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -852288.625000 Penalty: 2924.514893
	Iteration 29Q: 3 clusters Score -852288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -852291.312500 Penalty: 2924.514893
	Iteration 30Q: 3 clusters Score -852291.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -852292.687500 Penalty: 2924.514893
	Iteration 31Q: 3 clusters Score -852292.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -852294.125000 Penalty: 2924.514893
	Iteration 32Q: 3 clusters Score -852294.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -852294.125000 Penalty: 2924.514893
	Iteration 33Q: 3 clusters Score -852294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -852295.625000 Penalty: 2924.514893
	Iteration 34Q: 3 clusters Score -852295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -852295.625000 Penalty: 2924.514893
	Iteration 35F: 3 clusters Score -852295.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -9237.994141 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -9237.994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8608.063477 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -8608.063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8653.690430 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -8653.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8657.307617 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -8657.308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8660.926758 Penalty: 1594.214355
	Iteration 3Q: 3 clusters Score -8660.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8660.926758 Penalty: 1594.214355
	Iteration 4F: 3 clusters Score -8660.927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -263483.718750 Penalty: 1267.726074
	Iteration 0F: 2 clusters Score -263483.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -261102.796875 Penalty: 2535.452148
	Iteration 0F: 3 clusters Score -261102.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -261672.328125 Penalty: 2535.452148
	Iteration 1F: 3 clusters Score -261672.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -261774.859375 Penalty: 2535.452148
	Iteration 2F: 3 clusters Score -261774.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -261828.359375 Penalty: 2535.452148
	Iteration 3Q: 3 clusters Score -261828.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -261863.312500 Penalty: 2535.452148
	Iteration 4Q: 3 clusters Score -261863.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -261892.281250 Penalty: 2535.452148
	Iteration 5Q: 3 clusters Score -261892.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261920.718750 Penalty: 2535.452148
	Iteration 6Q: 3 clusters Score -261920.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -261954.859375 Penalty: 2535.452148
	Iteration 7Q: 3 clusters Score -261954.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -261979.015625 Penalty: 2535.452148
	Iteration 8Q: 3 clusters Score -261979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -261994.265625 Penalty: 2535.452148
	Iteration 9Q: 3 clusters Score -261994.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -262003.296875 Penalty: 2535.452148
	Iteration 10Q: 3 clusters Score -262003.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262011.906250 Penalty: 2535.452148
	Iteration 11Q: 3 clusters Score -262011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262020.562500 Penalty: 2535.452148
	Iteration 12Q: 3 clusters Score -262020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262024.421875 Penalty: 2535.452148
	Iteration 13Q: 3 clusters Score -262024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262029.500000 Penalty: 2535.452148
	Iteration 14Q: 3 clusters Score -262029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -262032.140625 Penalty: 2535.452148
	Iteration 15Q: 3 clusters Score -262032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -262033.390625 Penalty: 2535.452148
	Iteration 16Q: 3 clusters Score -262033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -262034.843750 Penalty: 2535.452148
	Iteration 17Q: 3 clusters Score -262034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -262036.234375 Penalty: 2535.452148
	Iteration 18Q: 3 clusters Score -262036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262037.781250 Penalty: 2535.452148
	Iteration 19Q: 3 clusters Score -262037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -262040.093750 Penalty: 2535.452148
	Iteration 20F: 3 clusters Score -262040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -262041.109375 Penalty: 2535.452148
	Iteration 21Q: 3 clusters Score -262041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -262042.218750 Penalty: 2535.452148
	Iteration 22Q: 3 clusters Score -262042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -262042.765625 Penalty: 2535.452148
	Iteration 23Q: 3 clusters Score -262042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -262042.718750 Penalty: 2535.452148
	Iteration 24Q: 3 clusters Score -262042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -262043.187500 Penalty: 2535.452148
	Iteration 25Q: 3 clusters Score -262043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262043.500000 Penalty: 2535.452148
	Iteration 26Q: 3 clusters Score -262043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262043.500000 Penalty: 2535.452148
	Iteration 27F: 3 clusters Score -262043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110101 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6167 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14213 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59134 members 
Mstep: Class 36 contains 178152 members 
Mstep: Class 37 contains 103029 members 
Mstep: Class 38 contains 175237 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043456.000000 Penalty: 96348.648438
Iteration 199Q: 44 clusters Score -1.010435e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110102 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6159 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59133 members 
Mstep: Class 36 contains 178157 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175238 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043480.000000 Penalty: 96348.648438
Iteration 200F: 44 clusters Score -1.010435e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110103 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6154 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59132 members 
Mstep: Class 36 contains 178162 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175239 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043488.000000 Penalty: 96348.648438
Iteration 201Q: 44 clusters Score -1.010435e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110104 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6148 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59131 members 
Mstep: Class 36 contains 178166 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175240 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043448.000000 Penalty: 96348.648438
Iteration 202Q: 44 clusters Score -1.010434e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110108 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6136 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59130 members 
Mstep: Class 36 contains 178175 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175241 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043448.000000 Penalty: 96348.648438
Iteration 203Q: 44 clusters Score -1.010434e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15057 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110108 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6123 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59131 members 
Mstep: Class 36 contains 178184 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175241 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043496.000000 Penalty: 96348.648438
Iteration 204Q: 44 clusters Score -1.010435e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110109 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6118 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59130 members 
Mstep: Class 36 contains 178191 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175242 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043504.000000 Penalty: 96348.648438
Iteration 205Q: 44 clusters Score -1.010435e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110110 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6110 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59129 members 
Mstep: Class 36 contains 178200 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175243 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043544.000000 Penalty: 96348.648438
Iteration 206Q: 44 clusters Score -1.010435e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15058 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110117 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6097 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59129 members 
Mstep: Class 36 contains 178205 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175243 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043552.000000 Penalty: 96348.648438
Iteration 207Q: 44 clusters Score -1.010436e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15060 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110118 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6078 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59129 members 
Mstep: Class 36 contains 178215 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175242 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043584.000000 Penalty: 96348.648438
Iteration 208Q: 44 clusters Score -1.010436e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15061 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110116 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6056 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59129 members 
Mstep: Class 36 contains 178226 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175242 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043592.000000 Penalty: 96348.648438
Iteration 209Q: 44 clusters Score -1.010436e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15061 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110115 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6040 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59129 members 
Mstep: Class 36 contains 178237 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175242 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043600.000000 Penalty: 96348.648438
Iteration 210Q: 44 clusters Score -1.010436e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15062 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 110114 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6031 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59128 members 
Mstep: Class 36 contains 178244 members 
Mstep: Class 37 contains 103028 members 
Mstep: Class 38 contains 175243 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043600.000000 Penalty: 96348.648438
Iteration 211Q: 44 clusters Score -1.010436e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 15062 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 110115 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59128 members 
Mstep: Class 36 contains 178246 members 
Mstep: Class 37 contains 103029 members 
Mstep: Class 38 contains 175243 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8092 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043592.000000 Penalty: 96348.648438
Iteration 212Q: 44 clusters Score -1.010436e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 15063 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110112 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59127 members 
Mstep: Class 36 contains 178253 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175242 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8094 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043584.000000 Penalty: 96348.648438
Iteration 213Q: 44 clusters Score -1.010436e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 15062 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21865 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110113 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59124 members 
Mstep: Class 36 contains 178257 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175242 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8096 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043560.000000 Penalty: 96348.648438
Iteration 214Q: 44 clusters Score -1.010436e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 15063 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21866 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110115 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59122 members 
Mstep: Class 36 contains 178254 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175243 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8097 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043520.000000 Penalty: 96348.648438
Iteration 215Q: 44 clusters Score -1.010435e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5785 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 15063 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21866 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110117 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59118 members 
Mstep: Class 36 contains 178262 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175245 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8099 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043576.000000 Penalty: 96348.648438
Iteration 216Q: 44 clusters Score -1.010436e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21866 members 
Mstep: Class 19 contains 26019 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110116 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59117 members 
Mstep: Class 36 contains 178272 members 
Mstep: Class 37 contains 103031 members 
Mstep: Class 38 contains 175244 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8100 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043560.000000 Penalty: 96348.648438
Iteration 217Q: 44 clusters Score -1.010436e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 15067 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21867 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 110111 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59116 members 
Mstep: Class 36 contains 178275 members 
Mstep: Class 37 contains 103031 members 
Mstep: Class 38 contains 175245 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8101 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043576.000000 Penalty: 96348.648438
Iteration 218Q: 44 clusters Score -1.010436e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15067 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 110108 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5960 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59114 members 
Mstep: Class 36 contains 178277 members 
Mstep: Class 37 contains 103031 members 
Mstep: Class 38 contains 175246 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8103 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043552.000000 Penalty: 96348.648438
Iteration 219Q: 44 clusters Score -1.010436e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15070 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 110107 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59113 members 
Mstep: Class 36 contains 178281 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175246 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8104 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043536.000000 Penalty: 96348.648438
Iteration 220F: 44 clusters Score -1.010435e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15071 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 110110 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59111 members 
Mstep: Class 36 contains 178279 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175247 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8105 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043472.000000 Penalty: 96348.648438
Iteration 221Q: 44 clusters Score -1.010435e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15074 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 110107 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59110 members 
Mstep: Class 36 contains 178276 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175248 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043552.000000 Penalty: 96348.648438
Iteration 222Q: 44 clusters Score -1.010436e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 15074 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 110108 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59110 members 
Mstep: Class 36 contains 178283 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175248 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043568.000000 Penalty: 96348.648438
Iteration 223Q: 44 clusters Score -1.010436e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5773 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 15079 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26017 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 110110 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5898 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59110 members 
Mstep: Class 36 contains 178288 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175247 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043576.000000 Penalty: 96348.648438
Iteration 224Q: 44 clusters Score -1.010436e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5771 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 15084 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26017 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 110108 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5880 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59111 members 
Mstep: Class 36 contains 178290 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175246 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043600.000000 Penalty: 96348.648438
Iteration 225Q: 44 clusters Score -1.010436e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1873 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 15084 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110106 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5871 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59111 members 
Mstep: Class 36 contains 178291 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175245 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043560.000000 Penalty: 96348.648438
Iteration 226Q: 44 clusters Score -1.010436e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 15086 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110104 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59111 members 
Mstep: Class 36 contains 178300 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175246 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043616.000000 Penalty: 96348.648438
Iteration 227Q: 44 clusters Score -1.010436e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 15089 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110106 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5853 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59110 members 
Mstep: Class 36 contains 178304 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175246 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043544.000000 Penalty: 96348.648438
Iteration 228Q: 44 clusters Score -1.010435e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 15091 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110107 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5852 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59109 members 
Mstep: Class 36 contains 178306 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175247 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043568.000000 Penalty: 96348.648438
Iteration 229Q: 44 clusters Score -1.010436e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 15092 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110110 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5851 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178308 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175249 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043576.000000 Penalty: 96348.648438
Iteration 230Q: 44 clusters Score -1.010436e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 15093 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110110 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5850 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178309 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043576.000000 Penalty: 96348.648438
Iteration 231Q: 44 clusters Score -1.010436e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 15097 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110108 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178309 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175251 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043576.000000 Penalty: 96348.648438
Iteration 232Q: 44 clusters Score -1.010436e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110108 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5843 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178315 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043592.000000 Penalty: 96348.648438
Iteration 233Q: 44 clusters Score -1.010436e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15098 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110106 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5843 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178320 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175249 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043600.000000 Penalty: 96348.648438
Iteration 234Q: 44 clusters Score -1.010436e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15098 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110103 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5842 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178321 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043600.000000 Penalty: 96348.648438
Iteration 235Q: 44 clusters Score -1.010436e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 15098 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110102 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178322 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175249 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043592.000000 Penalty: 96348.648438
Iteration 236Q: 44 clusters Score -1.010436e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24130 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 110103 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5840 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59108 members 
Mstep: Class 36 contains 178321 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175249 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043544.000000 Penalty: 96348.648438
Iteration 237Q: 44 clusters Score -1.010435e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110102 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5840 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178324 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043544.000000 Penalty: 96348.648438
Iteration 238Q: 44 clusters Score -1.010435e+08 nChanged 7
Entering ConstructFrom: 
Score: -101043544.000000 Penalty: 96348.648438
Entering ConstructFrom: 
Trying to split cluster 1 (17744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Entering Unmasked Estep 
Score: -1934234.375000 Penalty: 1589.868042
	Iteration 0F: 2 clusters Score -1934234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1922059.375000 Penalty: 3179.736084
	Iteration 0F: 3 clusters Score -1922059 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1926495.500000 Penalty: 3179.736084
	Iteration 1F: 3 clusters Score -1926496 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1926849.000000 Penalty: 3179.736084
	Iteration 2Q: 3 clusters Score -1926849 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1927224.750000 Penalty: 3179.736084
	Iteration 3Q: 3 clusters Score -1927225 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1927658.375000 Penalty: 3179.736084
	Iteration 4Q: 3 clusters Score -1927658 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1928201.500000 Penalty: 3179.736084
	Iteration 5F: 3 clusters Score -1928202 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1928861.125000 Penalty: 3179.736084
	Iteration 6F: 3 clusters Score -1928861 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1929567.625000 Penalty: 3179.736084
	Iteration 7F: 3 clusters Score -1929568 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1930238.500000 Penalty: 3179.736084
	Iteration 8F: 3 clusters Score -1930238 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1930864.875000 Penalty: 3179.736084
	Iteration 9Q: 3 clusters Score -1930865 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1931422.000000 Penalty: 3179.736084
	Iteration 10Q: 3 clusters Score -1931422 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1931901.500000 Penalty: 3179.736084
	Iteration 11Q: 3 clusters Score -1931902 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1932238.500000 Penalty: 3179.736084
	Iteration 12Q: 3 clusters Score -1932238 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1932457.500000 Penalty: 3179.736084
	Iteration 13Q: 3 clusters Score -1932458 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1932594.125000 Penalty: 3179.736084
	Iteration 14Q: 3 clusters Score -1932594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1932680.875000 Penalty: 3179.736084
	Iteration 15Q: 3 clusters Score -1932681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1932740.875000 Penalty: 3179.736084
	Iteration 16Q: 3 clusters Score -1932741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1932786.000000 Penalty: 3179.736084
	Iteration 17Q: 3 clusters Score -1932786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1932809.875000 Penalty: 3179.736084
	Iteration 18Q: 3 clusters Score -1932810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1932831.000000 Penalty: 3179.736084
	Iteration 19Q: 3 clusters Score -1932831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1932846.375000 Penalty: 3179.736084
	Iteration 20F: 3 clusters Score -1932846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1932854.250000 Penalty: 3179.736084
	Iteration 21Q: 3 clusters Score -1932854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1932863.875000 Penalty: 3179.736084
	Iteration 22Q: 3 clusters Score -1932864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1932870.250000 Penalty: 3179.736084
	Iteration 23Q: 3 clusters Score -1932870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1932874.250000 Penalty: 3179.736084
	Iteration 24Q: 3 clusters Score -1932874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1932873.000000 Penalty: 3179.736084
	Iteration 25Q: 3 clusters Score -1932873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1932878.750000 Penalty: 3179.736084
	Iteration 26Q: 3 clusters Score -1932879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1932881.625000 Penalty: 3179.736084
	Iteration 27Q: 3 clusters Score -1932882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1932886.125000 Penalty: 3179.736084
	Iteration 28Q: 3 clusters Score -1932886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1932886.875000 Penalty: 3179.736084
	Iteration 29Q: 3 clusters Score -1932887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1932892.500000 Penalty: 3179.736084
	Iteration 30Q: 3 clusters Score -1932892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1932892.750000 Penalty: 3179.736084
	Iteration 31Q: 3 clusters Score -1932893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1932896.000000 Penalty: 3179.736084
	Iteration 32Q: 3 clusters Score -1932896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1932896.000000 Penalty: 3179.736084
	Iteration 33Q: 3 clusters Score -1932896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1932896.000000 Penalty: 3179.736084
	Iteration 34F: 3 clusters Score -1932896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1130385.500000 Penalty: 1503.006714
	Iteration 0F: 2 clusters Score -1130386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1122948.375000 Penalty: 3006.013428
	Iteration 0F: 3 clusters Score -1122948 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1125340.625000 Penalty: 3006.013428
	Iteration 1F: 3 clusters Score -1125341 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1125594.250000 Penalty: 3006.013428
	Iteration 2F: 3 clusters Score -1125594 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1125782.000000 Penalty: 3006.013428
	Iteration 3Q: 3 clusters Score -1125782 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1125957.125000 Penalty: 3006.013428
	Iteration 4Q: 3 clusters Score -1125957 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1126116.750000 Penalty: 3006.013428
	Iteration 5Q: 3 clusters Score -1126117 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1126282.125000 Penalty: 3006.013428
	Iteration 6Q: 3 clusters Score -1126282 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1126428.500000 Penalty: 3006.013428
	Iteration 7Q: 3 clusters Score -1126428 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1126587.250000 Penalty: 3006.013428
	Iteration 8Q: 3 clusters Score -1126587 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1126757.375000 Penalty: 3006.013428
	Iteration 9Q: 3 clusters Score -1126757 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1126966.000000 Penalty: 3006.013428
	Iteration 10Q: 3 clusters Score -1126966 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1127190.375000 Penalty: 3006.013428
	Iteration 11Q: 3 clusters Score -1127190 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1127426.250000 Penalty: 3006.013428
	Iteration 12Q: 3 clusters Score -1127426 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1127681.250000 Penalty: 3006.013428
	Iteration 13Q: 3 clusters Score -1127681 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1127904.375000 Penalty: 3006.013428
	Iteration 14Q: 3 clusters Score -1127904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1128067.125000 Penalty: 3006.013428
	Iteration 15Q: 3 clusters Score -1128067 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1128183.375000 Penalty: 3006.013428
	Iteration 16Q: 3 clusters Score -1128183 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1128266.125000 Penalty: 3006.013428
	Iteration 17Q: 3 clusters Score -1128266 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1128327.875000 Penalty: 3006.013428
	Iteration 18Q: 3 clusters Score -1128328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1128383.000000 Penalty: 3006.013428
	Iteration 19Q: 3 clusters Score -1128383 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1128430.625000 Penalty: 3006.013428
	Iteration 20F: 3 clusters Score -1128431 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1128466.250000 Penalty: 3006.013428
	Iteration 21Q: 3 clusters Score -1128466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1128490.625000 Penalty: 3006.013428
	Iteration 22Q: 3 clusters Score -1128491 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1128512.625000 Penalty: 3006.013428
	Iteration 23Q: 3 clusters Score -1128513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1128534.125000 Penalty: 3006.013428
	Iteration 24Q: 3 clusters Score -1128534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1128546.500000 Penalty: 3006.013428
	Iteration 25Q: 3 clusters Score -1128546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1128560.500000 Penalty: 3006.013428
	Iteration 26Q: 3 clusters Score -1128560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1128570.125000 Penalty: 3006.013428
	Iteration 27Q: 3 clusters Score -1128570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1128580.625000 Penalty: 3006.013428
	Iteration 28Q: 3 clusters Score -1128581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1128598.000000 Penalty: 3006.013428
	Iteration 29Q: 3 clusters Score -1128598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1128601.250000 Penalty: 3006.013428
	Iteration 30Q: 3 clusters Score -1128601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1128607.875000 Penalty: 3006.013428
	Iteration 31Q: 3 clusters Score -1128608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1128613.875000 Penalty: 3006.013428
	Iteration 32Q: 3 clusters Score -1128614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1128620.000000 Penalty: 3006.013428
	Iteration 33Q: 3 clusters Score -1128620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1128623.875000 Penalty: 3006.013428
	Iteration 34Q: 3 clusters Score -1128624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1128624.375000 Penalty: 3006.013428
	Iteration 35Q: 3 clusters Score -1128624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1128628.125000 Penalty: 3006.013428
	Iteration 36Q: 3 clusters Score -1128628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1128630.125000 Penalty: 3006.013428
	Iteration 37Q: 3 clusters Score -1128630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1128629.500000 Penalty: 3006.013428
	Iteration 38Q: 3 clusters Score -1128630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1128628.000000 Penalty: 3006.013428
	Iteration 39Q: 3 clusters Score -1128628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1128630.750000 Penalty: 3006.013428
	Iteration 40F: 3 clusters Score -1128631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1128629.250000 Penalty: 3006.013428
	Iteration 41Q: 3 clusters Score -1128629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1128628.000000 Penalty: 3006.013428
	Iteration 42Q: 3 clusters Score -1128628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1128628.375000 Penalty: 3006.013428
	Iteration 43Q: 3 clusters Score -1128628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1128628.375000 Penalty: 3006.013428
	Iteration 44F: 3 clusters Score -1128628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -55046.714844 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -55046.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53896.203125 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53896.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54140.617188 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -54140.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54239.457031 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54239.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54299.382812 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -54299.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54329.214844 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -54329.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54342.214844 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54342.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54349.585938 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54349.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54361.078125 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54361.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54367.273438 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54367.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54370.300781 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -54370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54377.660156 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -54377.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54392.683594 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -54392.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54400.953125 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -54400.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54404.304688 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -54404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54407.582031 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -54407.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54407.582031 Penalty: 2107.506592
	Iteration 15F: 3 clusters Score -54407.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Entering Unmasked Estep 
Score: -9702834.000000 Penalty: 1852.205444
	Iteration 0F: 2 clusters Score -9702834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -9643049.000000 Penalty: 3704.410889
	Iteration 0F: 3 clusters Score -9643049 nChanged 42468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -9667997.000000 Penalty: 3704.410889
	Iteration 1F: 3 clusters Score -9667997 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -9669249.000000 Penalty: 3704.410889
	Iteration 2Q: 3 clusters Score -9669249 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -9671052.000000 Penalty: 3704.410889
	Iteration 3F: 3 clusters Score -9671052 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -9673883.000000 Penalty: 3704.410889
	Iteration 4F: 3 clusters Score -9673883 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -9677454.000000 Penalty: 3704.410889
	Iteration 5F: 3 clusters Score -9677454 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -9681613.000000 Penalty: 3704.410889
	Iteration 6F: 3 clusters Score -9681613 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -9686152.000000 Penalty: 3704.410889
	Iteration 7F: 3 clusters Score -9686152 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -9690370.000000 Penalty: 3704.410889
	Iteration 8F: 3 clusters Score -9690370 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -9694161.000000 Penalty: 3704.410889
	Iteration 9Q: 3 clusters Score -9694161 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -9697114.000000 Penalty: 3704.410889
	Iteration 10Q: 3 clusters Score -9697114 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9699052.000000 Penalty: 3704.410889
	Iteration 11Q: 3 clusters Score -9699052 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9700202.000000 Penalty: 3704.410889
	Iteration 12Q: 3 clusters Score -9700202 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9700713.000000 Penalty: 3704.410889
	Iteration 13Q: 3 clusters Score -9700713 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9700952.000000 Penalty: 3704.410889
	Iteration 14Q: 3 clusters Score -9700952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88871 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9701056.000000 Penalty: 3704.410889
	Iteration 15Q: 3 clusters Score -9701056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9701115.000000 Penalty: 3704.410889
	Iteration 16Q: 3 clusters Score -9701115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9701144.000000 Penalty: 3704.410889
	Iteration 17Q: 3 clusters Score -9701144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9701173.000000 Penalty: 3704.410889
	Iteration 18Q: 3 clusters Score -9701173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9701184.000000 Penalty: 3704.410889
	Iteration 19Q: 3 clusters Score -9701184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9701202.000000 Penalty: 3704.410889
	Iteration 20F: 3 clusters Score -9701202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9701209.000000 Penalty: 3704.410889
	Iteration 21Q: 3 clusters Score -9701209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9701213.000000 Penalty: 3704.410889
	Iteration 22Q: 3 clusters Score -9701213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9701216.000000 Penalty: 3704.410889
	Iteration 23Q: 3 clusters Score -9701216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9701213.000000 Penalty: 3704.410889
	Iteration 24Q: 3 clusters Score -9701213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9701213.000000 Penalty: 3704.410889
	Iteration 25Q: 3 clusters Score -9701213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9701216.000000 Penalty: 3704.410889
	Iteration 26Q: 3 clusters Score -9701216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9701216.000000 Penalty: 3704.410889
	Iteration 27F: 3 clusters Score -9701216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -590545.687500 Penalty: 1406.359009
	Iteration 0F: 2 clusters Score -590545.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -586133.625000 Penalty: 2812.718018
	Iteration 0F: 3 clusters Score -586133.6 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -587368.312500 Penalty: 2812.718018
	Iteration 1F: 3 clusters Score -587368.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -587548.437500 Penalty: 2812.718018
	Iteration 2F: 3 clusters Score -587548.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -587702.500000 Penalty: 2812.718018
	Iteration 3F: 3 clusters Score -587702.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -587848.250000 Penalty: 2812.718018
	Iteration 4Q: 3 clusters Score -587848.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -587972.187500 Penalty: 2812.718018
	Iteration 5Q: 3 clusters Score -587972.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -588103.437500 Penalty: 2812.718018
	Iteration 6Q: 3 clusters Score -588103.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -588250.000000 Penalty: 2812.718018
	Iteration 7Q: 3 clusters Score -588250 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -588414.562500 Penalty: 2812.718018
	Iteration 8Q: 3 clusters Score -588414.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -588608.000000 Penalty: 2812.718018
	Iteration 9Q: 3 clusters Score -588608 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -588793.187500 Penalty: 2812.718018
	Iteration 10Q: 3 clusters Score -588793.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -588950.625000 Penalty: 2812.718018
	Iteration 11Q: 3 clusters Score -588950.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -589083.437500 Penalty: 2812.718018
	Iteration 12Q: 3 clusters Score -589083.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -589162.312500 Penalty: 2812.718018
	Iteration 13Q: 3 clusters Score -589162.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -589212.312500 Penalty: 2812.718018
	Iteration 14Q: 3 clusters Score -589212.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -589243.812500 Penalty: 2812.718018
	Iteration 15Q: 3 clusters Score -589243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -589269.812500 Penalty: 2812.718018
	Iteration 16Q: 3 clusters Score -589269.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -589287.812500 Penalty: 2812.718018
	Iteration 17Q: 3 clusters Score -589287.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -589315.687500 Penalty: 2812.718018
	Iteration 18Q: 3 clusters Score -589315.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -589333.875000 Penalty: 2812.718018
	Iteration 19Q: 3 clusters Score -589333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -589345.562500 Penalty: 2812.718018
	Iteration 20F: 3 clusters Score -589345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -589354.875000 Penalty: 2812.718018
	Iteration 21Q: 3 clusters Score -589354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -589368.687500 Penalty: 2812.718018
	Iteration 22Q: 3 clusters Score -589368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -589377.937500 Penalty: 2812.718018
	Iteration 23Q: 3 clusters Score -589377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -589381.625000 Penalty: 2812.718018
	Iteration 24Q: 3 clusters Score -589381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -589383.625000 Penalty: 2812.718018
	Iteration 25Q: 3 clusters Score -589383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -589383.812500 Penalty: 2812.718018
	Iteration 26Q: 3 clusters Score -589383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -589383.812500 Penalty: 2812.718018
	Iteration 27F: 3 clusters Score -589383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Entering Unmasked Estep 
Score: -1136282.000000 Penalty: 1517.429810
	Iteration 0F: 2 clusters Score -1136282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1128198.500000 Penalty: 3034.859619
	Iteration 0F: 3 clusters Score -1128198 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1130922.750000 Penalty: 3034.859619
	Iteration 1F: 3 clusters Score -1130923 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1131213.250000 Penalty: 3034.859619
	Iteration 2F: 3 clusters Score -1131213 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1131503.375000 Penalty: 3034.859619
	Iteration 3F: 3 clusters Score -1131503 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1131816.250000 Penalty: 3034.859619
	Iteration 4F: 3 clusters Score -1131816 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1132148.125000 Penalty: 3034.859619
	Iteration 5F: 3 clusters Score -1132148 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1132557.500000 Penalty: 3034.859619
	Iteration 6F: 3 clusters Score -1132558 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1132994.375000 Penalty: 3034.859619
	Iteration 7F: 3 clusters Score -1132994 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1133413.750000 Penalty: 3034.859619
	Iteration 8F: 3 clusters Score -1133414 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1133776.500000 Penalty: 3034.859619
	Iteration 9Q: 3 clusters Score -1133776 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1134098.625000 Penalty: 3034.859619
	Iteration 10Q: 3 clusters Score -1134099 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1134392.625000 Penalty: 3034.859619
	Iteration 11Q: 3 clusters Score -1134393 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1134646.750000 Penalty: 3034.859619
	Iteration 12Q: 3 clusters Score -1134647 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1134856.250000 Penalty: 3034.859619
	Iteration 13Q: 3 clusters Score -1134856 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1134982.500000 Penalty: 3034.859619
	Iteration 14Q: 3 clusters Score -1134982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1135058.750000 Penalty: 3034.859619
	Iteration 15Q: 3 clusters Score -1135059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1135094.625000 Penalty: 3034.859619
	Iteration 16Q: 3 clusters Score -1135095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1135115.750000 Penalty: 3034.859619
	Iteration 17Q: 3 clusters Score -1135116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1135128.375000 Penalty: 3034.859619
	Iteration 18Q: 3 clusters Score -1135128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1135139.500000 Penalty: 3034.859619
	Iteration 19Q: 3 clusters Score -1135140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1135146.000000 Penalty: 3034.859619
	Iteration 20F: 3 clusters Score -1135146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1135155.875000 Penalty: 3034.859619
	Iteration 21Q: 3 clusters Score -1135156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1135161.625000 Penalty: 3034.859619
	Iteration 22Q: 3 clusters Score -1135162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1135165.875000 Penalty: 3034.859619
	Iteration 23Q: 3 clusters Score -1135166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1135169.250000 Penalty: 3034.859619
	Iteration 24Q: 3 clusters Score -1135169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1135171.375000 Penalty: 3034.859619
	Iteration 25Q: 3 clusters Score -1135171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1135172.750000 Penalty: 3034.859619
	Iteration 26Q: 3 clusters Score -1135173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1135174.500000 Penalty: 3034.859619
	Iteration 27Q: 3 clusters Score -1135174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1135175.500000 Penalty: 3034.859619
	Iteration 28Q: 3 clusters Score -1135176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1135177.625000 Penalty: 3034.859619
	Iteration 29Q: 3 clusters Score -1135178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1135176.750000 Penalty: 3034.859619
	Iteration 30Q: 3 clusters Score -1135177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1135176.625000 Penalty: 3034.859619
	Iteration 31Q: 3 clusters Score -1135177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1135177.750000 Penalty: 3034.859619
	Iteration 32Q: 3 clusters Score -1135178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1135176.875000 Penalty: 3034.859619
	Iteration 33Q: 3 clusters Score -1135177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1135178.625000 Penalty: 3034.859619
	Iteration 34Q: 3 clusters Score -1135179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1135181.000000 Penalty: 3034.859619
	Iteration 35Q: 3 clusters Score -1135181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1135181.875000 Penalty: 3034.859619
	Iteration 36Q: 3 clusters Score -1135182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1135181.875000 Penalty: 3034.859619
	Iteration 37F: 3 clusters Score -1135182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1037822.875000 Penalty: 1499.627075
	Iteration 0F: 2 clusters Score -1037823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1030531.937500 Penalty: 2999.254150
	Iteration 0F: 3 clusters Score -1030532 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1032744.875000 Penalty: 2999.254150
	Iteration 1F: 3 clusters Score -1032745 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1032998.750000 Penalty: 2999.254150
	Iteration 2F: 3 clusters Score -1032999 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1033231.812500 Penalty: 2999.254150
	Iteration 3F: 3 clusters Score -1033232 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1033448.125000 Penalty: 2999.254150
	Iteration 4Q: 3 clusters Score -1033448 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1033643.562500 Penalty: 2999.254150
	Iteration 5Q: 3 clusters Score -1033644 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1033843.312500 Penalty: 2999.254150
	Iteration 6Q: 3 clusters Score -1033843 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1034006.375000 Penalty: 2999.254150
	Iteration 7Q: 3 clusters Score -1034006 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1034146.562500 Penalty: 2999.254150
	Iteration 8Q: 3 clusters Score -1034147 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1034273.625000 Penalty: 2999.254150
	Iteration 9Q: 3 clusters Score -1034274 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1034389.875000 Penalty: 2999.254150
	Iteration 10Q: 3 clusters Score -1034390 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1034508.375000 Penalty: 2999.254150
	Iteration 11Q: 3 clusters Score -1034508 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1034614.125000 Penalty: 2999.254150
	Iteration 12Q: 3 clusters Score -1034614 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1034714.687500 Penalty: 2999.254150
	Iteration 13Q: 3 clusters Score -1034715 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1034805.312500 Penalty: 2999.254150
	Iteration 14Q: 3 clusters Score -1034805 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1034873.437500 Penalty: 2999.254150
	Iteration 15Q: 3 clusters Score -1034873 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1034912.625000 Penalty: 2999.254150
	Iteration 16Q: 3 clusters Score -1034913 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1034951.750000 Penalty: 2999.254150
	Iteration 17Q: 3 clusters Score -1034952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1034987.250000 Penalty: 2999.254150
	Iteration 18Q: 3 clusters Score -1034987 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1035015.500000 Penalty: 2999.254150
	Iteration 19Q: 3 clusters Score -1035016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1035047.187500 Penalty: 2999.254150
	Iteration 20F: 3 clusters Score -1035047 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1035075.625000 Penalty: 2999.254150
	Iteration 21Q: 3 clusters Score -1035076 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1035106.500000 Penalty: 2999.254150
	Iteration 22Q: 3 clusters Score -1035106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1035135.625000 Penalty: 2999.254150
	Iteration 23Q: 3 clusters Score -1035136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1035166.937500 Penalty: 2999.254150
	Iteration 24Q: 3 clusters Score -1035167 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1035206.375000 Penalty: 2999.254150
	Iteration 25Q: 3 clusters Score -1035206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1035254.687500 Penalty: 2999.254150
	Iteration 26Q: 3 clusters Score -1035255 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1035298.375000 Penalty: 2999.254150
	Iteration 27Q: 3 clusters Score -1035298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1035356.250000 Penalty: 2999.254150
	Iteration 28Q: 3 clusters Score -1035356 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1035414.312500 Penalty: 2999.254150
	Iteration 29Q: 3 clusters Score -1035414 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1035487.062500 Penalty: 2999.254150
	Iteration 30Q: 3 clusters Score -1035487 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1035558.187500 Penalty: 2999.254150
	Iteration 31Q: 3 clusters Score -1035558 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1035636.625000 Penalty: 2999.254150
	Iteration 32Q: 3 clusters Score -1035637 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1035731.687500 Penalty: 2999.254150
	Iteration 33Q: 3 clusters Score -1035732 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1035819.312500 Penalty: 2999.254150
	Iteration 34Q: 3 clusters Score -1035819 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1035919.625000 Penalty: 2999.254150
	Iteration 35Q: 3 clusters Score -1035920 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1036011.062500 Penalty: 2999.254150
	Iteration 36Q: 3 clusters Score -1036011 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1036113.437500 Penalty: 2999.254150
	Iteration 37Q: 3 clusters Score -1036113 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1036199.250000 Penalty: 2999.254150
	Iteration 38Q: 3 clusters Score -1036199 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1036267.687500 Penalty: 2999.254150
	Iteration 39Q: 3 clusters Score -1036268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1036330.375000 Penalty: 2999.254150
	Iteration 40F: 3 clusters Score -1036330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1036389.937500 Penalty: 2999.254150
	Iteration 41Q: 3 clusters Score -1036390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1036432.625000 Penalty: 2999.254150
	Iteration 42Q: 3 clusters Score -1036433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1036461.062500 Penalty: 2999.254150
	Iteration 43Q: 3 clusters Score -1036461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1036489.375000 Penalty: 2999.254150
	Iteration 44Q: 3 clusters Score -1036489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1036506.125000 Penalty: 2999.254150
	Iteration 45Q: 3 clusters Score -1036506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1036517.625000 Penalty: 2999.254150
	Iteration 46Q: 3 clusters Score -1036518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1036532.687500 Penalty: 2999.254150
	Iteration 47Q: 3 clusters Score -1036533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1036546.687500 Penalty: 2999.254150
	Iteration 48Q: 3 clusters Score -1036547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1036551.750000 Penalty: 2999.254150
	Iteration 49Q: 3 clusters Score -1036552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1036555.812500 Penalty: 2999.254150
	Iteration 50Q: 3 clusters Score -1036556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1036555.937500 Penalty: 2999.254150
	Iteration 51Q: 3 clusters Score -1036556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1036558.937500 Penalty: 2999.254150
	Iteration 52Q: 3 clusters Score -1036559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1036559.937500 Penalty: 2999.254150
	Iteration 53Q: 3 clusters Score -1036560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1036560.750000 Penalty: 2999.254150
	Iteration 54Q: 3 clusters Score -1036561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1036562.875000 Penalty: 2999.254150
	Iteration 55Q: 3 clusters Score -1036563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1036563.812500 Penalty: 2999.254150
	Iteration 56Q: 3 clusters Score -1036564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1036566.000000 Penalty: 2999.254150
	Iteration 57Q: 3 clusters Score -1036566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1036566.000000 Penalty: 2999.254150
	Iteration 58F: 3 clusters Score -1036566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -167862.546875 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -167862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -165925.375000 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -165925.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -166843.531250 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -166843.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -167366.718750 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -167366.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -167799.671875 Penalty: 2449.145020
	Iteration 3F: 3 clusters Score -167799.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -168122.578125 Penalty: 2449.145020
	Iteration 4F: 3 clusters Score -168122.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -168318.203125 Penalty: 2449.145020
	Iteration 5Q: 3 clusters Score -168318.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -168390.390625 Penalty: 2449.145020
	Iteration 6Q: 3 clusters Score -168390.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -168412.125000 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -168412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -168419.968750 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -168420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -168424.984375 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -168425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -168427.890625 Penalty: 2449.145020
	Iteration 10Q: 3 clusters Score -168427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -168429.296875 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -168429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -168430.421875 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -168430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -168431.062500 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -168431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -168431.062500 Penalty: 2449.145020
	Iteration 14F: 3 clusters Score -168431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110100 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178326 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 1256 members 
Entering Unmasked Estep 
Score: -101042976.000000 Penalty: 98589.312500
Splitting cluster 8 changes total score from -101043544.000000 to -101042976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1092777.125000 Penalty: 1514.237915
	Iteration 0F: 2 clusters Score -1092777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1084905.375000 Penalty: 3028.475830
	Iteration 0F: 3 clusters Score -1084905 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1087799.000000 Penalty: 3028.475830
	Iteration 1F: 3 clusters Score -1087799 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1088480.875000 Penalty: 3028.475830
	Iteration 2F: 3 clusters Score -1088481 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1089172.375000 Penalty: 3028.475830
	Iteration 3F: 3 clusters Score -1089172 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1089694.125000 Penalty: 3028.475830
	Iteration 4F: 3 clusters Score -1089694 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1090075.875000 Penalty: 3028.475830
	Iteration 5F: 3 clusters Score -1090076 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1090349.625000 Penalty: 3028.475830
	Iteration 6Q: 3 clusters Score -1090350 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1090564.250000 Penalty: 3028.475830
	Iteration 7Q: 3 clusters Score -1090564 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1090703.875000 Penalty: 3028.475830
	Iteration 8Q: 3 clusters Score -1090704 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1090805.500000 Penalty: 3028.475830
	Iteration 9Q: 3 clusters Score -1090806 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1090890.750000 Penalty: 3028.475830
	Iteration 10Q: 3 clusters Score -1090891 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1090971.375000 Penalty: 3028.475830
	Iteration 11Q: 3 clusters Score -1090971 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1091040.625000 Penalty: 3028.475830
	Iteration 12Q: 3 clusters Score -1091041 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1091106.875000 Penalty: 3028.475830
	Iteration 13Q: 3 clusters Score -1091107 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1091161.500000 Penalty: 3028.475830
	Iteration 14Q: 3 clusters Score -1091162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1091206.750000 Penalty: 3028.475830
	Iteration 15Q: 3 clusters Score -1091207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1091242.125000 Penalty: 3028.475830
	Iteration 16Q: 3 clusters Score -1091242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1091279.125000 Penalty: 3028.475830
	Iteration 17Q: 3 clusters Score -1091279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1091314.000000 Penalty: 3028.475830
	Iteration 18Q: 3 clusters Score -1091314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1091344.250000 Penalty: 3028.475830
	Iteration 19Q: 3 clusters Score -1091344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1091378.250000 Penalty: 3028.475830
	Iteration 20F: 3 clusters Score -1091378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1091432.875000 Penalty: 3028.475830
	Iteration 21Q: 3 clusters Score -1091433 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1091479.125000 Penalty: 3028.475830
	Iteration 22Q: 3 clusters Score -1091479 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1091532.000000 Penalty: 3028.475830
	Iteration 23Q: 3 clusters Score -1091532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1091586.125000 Penalty: 3028.475830
	Iteration 24Q: 3 clusters Score -1091586 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1091637.250000 Penalty: 3028.475830
	Iteration 25Q: 3 clusters Score -1091637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1091668.750000 Penalty: 3028.475830
	Iteration 26Q: 3 clusters Score -1091669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1091693.750000 Penalty: 3028.475830
	Iteration 27Q: 3 clusters Score -1091694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1091721.375000 Penalty: 3028.475830
	Iteration 28Q: 3 clusters Score -1091721 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1091753.000000 Penalty: 3028.475830
	Iteration 29Q: 3 clusters Score -1091753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1091788.375000 Penalty: 3028.475830
	Iteration 30Q: 3 clusters Score -1091788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1091821.875000 Penalty: 3028.475830
	Iteration 31Q: 3 clusters Score -1091822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1091855.125000 Penalty: 3028.475830
	Iteration 32Q: 3 clusters Score -1091855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1091885.875000 Penalty: 3028.475830
	Iteration 33Q: 3 clusters Score -1091886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1091926.250000 Penalty: 3028.475830
	Iteration 34Q: 3 clusters Score -1091926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1091966.750000 Penalty: 3028.475830
	Iteration 35Q: 3 clusters Score -1091967 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1092018.750000 Penalty: 3028.475830
	Iteration 36Q: 3 clusters Score -1092019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1092057.125000 Penalty: 3028.475830
	Iteration 37Q: 3 clusters Score -1092057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1092087.375000 Penalty: 3028.475830
	Iteration 38Q: 3 clusters Score -1092087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1092112.250000 Penalty: 3028.475830
	Iteration 39Q: 3 clusters Score -1092112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1092134.375000 Penalty: 3028.475830
	Iteration 40F: 3 clusters Score -1092134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1092162.500000 Penalty: 3028.475830
	Iteration 41Q: 3 clusters Score -1092162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1092179.000000 Penalty: 3028.475830
	Iteration 42Q: 3 clusters Score -1092179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1092192.250000 Penalty: 3028.475830
	Iteration 43Q: 3 clusters Score -1092192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1092203.625000 Penalty: 3028.475830
	Iteration 44Q: 3 clusters Score -1092204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1092217.500000 Penalty: 3028.475830
	Iteration 45Q: 3 clusters Score -1092218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1092229.500000 Penalty: 3028.475830
	Iteration 46Q: 3 clusters Score -1092230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1092238.875000 Penalty: 3028.475830
	Iteration 47Q: 3 clusters Score -1092239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1092250.000000 Penalty: 3028.475830
	Iteration 48Q: 3 clusters Score -1092250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1092257.625000 Penalty: 3028.475830
	Iteration 49Q: 3 clusters Score -1092258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1092267.750000 Penalty: 3028.475830
	Iteration 50Q: 3 clusters Score -1092268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1092270.250000 Penalty: 3028.475830
	Iteration 51Q: 3 clusters Score -1092270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1092275.375000 Penalty: 3028.475830
	Iteration 52Q: 3 clusters Score -1092275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1092276.500000 Penalty: 3028.475830
	Iteration 53Q: 3 clusters Score -1092276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1092281.125000 Penalty: 3028.475830
	Iteration 54Q: 3 clusters Score -1092281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1092284.125000 Penalty: 3028.475830
	Iteration 55Q: 3 clusters Score -1092284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1092285.875000 Penalty: 3028.475830
	Iteration 56Q: 3 clusters Score -1092286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1092287.875000 Penalty: 3028.475830
	Iteration 57Q: 3 clusters Score -1092288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1092290.750000 Penalty: 3028.475830
	Iteration 58Q: 3 clusters Score -1092291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1092292.000000 Penalty: 3028.475830
	Iteration 59Q: 3 clusters Score -1092292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1092291.250000 Penalty: 3028.475830
	Iteration 60F: 3 clusters Score -1092291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1092291.875000 Penalty: 3028.475830
	Iteration 61Q: 3 clusters Score -1092292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1092291.875000 Penalty: 3028.475830
	Iteration 62F: 3 clusters Score -1092292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -120283.367188 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -120283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118738.234375 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -118738.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119011.851562 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -119011.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -119096.062500 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -119096.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119128.421875 Penalty: 2284.165527
	Iteration 3Q: 3 clusters Score -119128.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119149.804688 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -119149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119161.492188 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -119161.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119167.476562 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -119167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119170.703125 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -119170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119174.289062 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -119174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119176.359375 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -119176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119176.359375 Penalty: 2284.165527
	Iteration 10F: 3 clusters Score -119176.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Entering Unmasked Estep 
Score: -1474949.375000 Penalty: 1547.635254
	Iteration 0F: 2 clusters Score -1474949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1465427.125000 Penalty: 3095.270508
	Iteration 0F: 3 clusters Score -1465427 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1468508.250000 Penalty: 3095.270508
	Iteration 1F: 3 clusters Score -1468508 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1468758.500000 Penalty: 3095.270508
	Iteration 2Q: 3 clusters Score -1468758 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1468994.750000 Penalty: 3095.270508
	Iteration 3Q: 3 clusters Score -1468995 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1469222.750000 Penalty: 3095.270508
	Iteration 4Q: 3 clusters Score -1469223 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1469500.500000 Penalty: 3095.270508
	Iteration 5Q: 3 clusters Score -1469500 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1469868.500000 Penalty: 3095.270508
	Iteration 6Q: 3 clusters Score -1469868 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1470446.000000 Penalty: 3095.270508
	Iteration 7F: 3 clusters Score -1470446 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1471171.875000 Penalty: 3095.270508
	Iteration 8F: 3 clusters Score -1471172 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1471963.250000 Penalty: 3095.270508
	Iteration 9F: 3 clusters Score -1471963 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1472610.125000 Penalty: 3095.270508
	Iteration 10F: 3 clusters Score -1472610 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1473047.625000 Penalty: 3095.270508
	Iteration 11Q: 3 clusters Score -1473048 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1473331.625000 Penalty: 3095.270508
	Iteration 12Q: 3 clusters Score -1473332 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1473483.750000 Penalty: 3095.270508
	Iteration 13Q: 3 clusters Score -1473484 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1473586.000000 Penalty: 3095.270508
	Iteration 14Q: 3 clusters Score -1473586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1473640.500000 Penalty: 3095.270508
	Iteration 15Q: 3 clusters Score -1473640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1473669.375000 Penalty: 3095.270508
	Iteration 16Q: 3 clusters Score -1473669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1473687.000000 Penalty: 3095.270508
	Iteration 17Q: 3 clusters Score -1473687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1473704.125000 Penalty: 3095.270508
	Iteration 18Q: 3 clusters Score -1473704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1473711.750000 Penalty: 3095.270508
	Iteration 19Q: 3 clusters Score -1473712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1473722.500000 Penalty: 3095.270508
	Iteration 20F: 3 clusters Score -1473722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1473729.250000 Penalty: 3095.270508
	Iteration 21Q: 3 clusters Score -1473729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1473737.000000 Penalty: 3095.270508
	Iteration 22Q: 3 clusters Score -1473737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1473743.625000 Penalty: 3095.270508
	Iteration 23Q: 3 clusters Score -1473744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1473747.500000 Penalty: 3095.270508
	Iteration 24Q: 3 clusters Score -1473748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1473749.125000 Penalty: 3095.270508
	Iteration 25Q: 3 clusters Score -1473749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1473751.625000 Penalty: 3095.270508
	Iteration 26Q: 3 clusters Score -1473752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1473750.250000 Penalty: 3095.270508
	Iteration 27Q: 3 clusters Score -1473750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1473749.625000 Penalty: 3095.270508
	Iteration 28Q: 3 clusters Score -1473750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1473749.625000 Penalty: 3095.270508
	Iteration 29F: 3 clusters Score -1473750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Entering Unmasked Estep 
Score: -1545335.750000 Penalty: 1563.637451
	Iteration 0F: 2 clusters Score -1545336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1534960.500000 Penalty: 3127.274902
	Iteration 0F: 3 clusters Score -1534960 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1538724.375000 Penalty: 3127.274902
	Iteration 1F: 3 clusters Score -1538724 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1539126.125000 Penalty: 3127.274902
	Iteration 2F: 3 clusters Score -1539126 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1539518.000000 Penalty: 3127.274902
	Iteration 3F: 3 clusters Score -1539518 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1539943.750000 Penalty: 3127.274902
	Iteration 4F: 3 clusters Score -1539944 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1540357.625000 Penalty: 3127.274902
	Iteration 5F: 3 clusters Score -1540358 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1540695.500000 Penalty: 3127.274902
	Iteration 6Q: 3 clusters Score -1540696 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1540983.875000 Penalty: 3127.274902
	Iteration 7Q: 3 clusters Score -1540984 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1541223.250000 Penalty: 3127.274902
	Iteration 8Q: 3 clusters Score -1541223 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1541386.500000 Penalty: 3127.274902
	Iteration 9Q: 3 clusters Score -1541386 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1541512.750000 Penalty: 3127.274902
	Iteration 10Q: 3 clusters Score -1541513 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1541606.750000 Penalty: 3127.274902
	Iteration 11Q: 3 clusters Score -1541607 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1541670.500000 Penalty: 3127.274902
	Iteration 12Q: 3 clusters Score -1541670 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1541723.125000 Penalty: 3127.274902
	Iteration 13Q: 3 clusters Score -1541723 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1541766.625000 Penalty: 3127.274902
	Iteration 14Q: 3 clusters Score -1541767 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1541794.875000 Penalty: 3127.274902
	Iteration 15Q: 3 clusters Score -1541795 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1541826.625000 Penalty: 3127.274902
	Iteration 16Q: 3 clusters Score -1541827 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1541859.250000 Penalty: 3127.274902
	Iteration 17Q: 3 clusters Score -1541859 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1541899.875000 Penalty: 3127.274902
	Iteration 18Q: 3 clusters Score -1541900 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1541957.250000 Penalty: 3127.274902
	Iteration 19Q: 3 clusters Score -1541957 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1542025.000000 Penalty: 3127.274902
	Iteration 20F: 3 clusters Score -1542025 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1542113.125000 Penalty: 3127.274902
	Iteration 21Q: 3 clusters Score -1542113 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1542208.125000 Penalty: 3127.274902
	Iteration 22Q: 3 clusters Score -1542208 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1542332.125000 Penalty: 3127.274902
	Iteration 23Q: 3 clusters Score -1542332 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1542474.750000 Penalty: 3127.274902
	Iteration 24Q: 3 clusters Score -1542475 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1542619.750000 Penalty: 3127.274902
	Iteration 25Q: 3 clusters Score -1542620 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1542781.750000 Penalty: 3127.274902
	Iteration 26Q: 3 clusters Score -1542782 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1542962.250000 Penalty: 3127.274902
	Iteration 27Q: 3 clusters Score -1542962 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1543137.125000 Penalty: 3127.274902
	Iteration 28Q: 3 clusters Score -1543137 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1543322.375000 Penalty: 3127.274902
	Iteration 29Q: 3 clusters Score -1543322 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1543491.000000 Penalty: 3127.274902
	Iteration 30Q: 3 clusters Score -1543491 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1543623.250000 Penalty: 3127.274902
	Iteration 31Q: 3 clusters Score -1543623 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1543706.500000 Penalty: 3127.274902
	Iteration 32Q: 3 clusters Score -1543706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1543772.125000 Penalty: 3127.274902
	Iteration 33Q: 3 clusters Score -1543772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1543810.875000 Penalty: 3127.274902
	Iteration 34Q: 3 clusters Score -1543811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1543850.875000 Penalty: 3127.274902
	Iteration 35Q: 3 clusters Score -1543851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1543884.250000 Penalty: 3127.274902
	Iteration 36Q: 3 clusters Score -1543884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1543900.625000 Penalty: 3127.274902
	Iteration 37Q: 3 clusters Score -1543901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1543913.500000 Penalty: 3127.274902
	Iteration 38Q: 3 clusters Score -1543914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1543935.125000 Penalty: 3127.274902
	Iteration 39Q: 3 clusters Score -1543935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1543954.000000 Penalty: 3127.274902
	Iteration 40F: 3 clusters Score -1543954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1543966.125000 Penalty: 3127.274902
	Iteration 41Q: 3 clusters Score -1543966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1543975.875000 Penalty: 3127.274902
	Iteration 42Q: 3 clusters Score -1543976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1543990.375000 Penalty: 3127.274902
	Iteration 43Q: 3 clusters Score -1543990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1543994.625000 Penalty: 3127.274902
	Iteration 44Q: 3 clusters Score -1543995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1544004.750000 Penalty: 3127.274902
	Iteration 45Q: 3 clusters Score -1544005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1544008.000000 Penalty: 3127.274902
	Iteration 46Q: 3 clusters Score -1544008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1544011.125000 Penalty: 3127.274902
	Iteration 47Q: 3 clusters Score -1544011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1544010.125000 Penalty: 3127.274902
	Iteration 48Q: 3 clusters Score -1544010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1544009.625000 Penalty: 3127.274902
	Iteration 49Q: 3 clusters Score -1544010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1544010.875000 Penalty: 3127.274902
	Iteration 50Q: 3 clusters Score -1544011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1544013.125000 Penalty: 3127.274902
	Iteration 51Q: 3 clusters Score -1544013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1544016.125000 Penalty: 3127.274902
	Iteration 52Q: 3 clusters Score -1544016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1544017.000000 Penalty: 3127.274902
	Iteration 53Q: 3 clusters Score -1544017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1544018.125000 Penalty: 3127.274902
	Iteration 54Q: 3 clusters Score -1544018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1544018.125000 Penalty: 3127.274902
	Iteration 55F: 3 clusters Score -1544018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -503815.593750 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -503815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -500181.843750 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -500181.8 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -501116.375000 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -501116.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -501256.906250 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -501256.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -501353.437500 Penalty: 2740.069092
	Iteration 3Q: 3 clusters Score -501353.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -501433.093750 Penalty: 2740.069092
	Iteration 4Q: 3 clusters Score -501433.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -501488.625000 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -501488.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -501525.718750 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -501525.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -501561.843750 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -501561.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -501593.718750 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -501593.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -501626.500000 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -501626.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -501665.281250 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -501665.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -501713.781250 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -501713.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -501772.093750 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -501772.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -501844.750000 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -501844.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -501944.531250 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -501944.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -502040.281250 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -502040.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -502125.343750 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -502125.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -502195.281250 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -502195.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -502260.343750 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -502260.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -502332.468750 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -502332.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -502400.406250 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -502400.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -502452.875000 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -502452.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -502496.062500 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -502496.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -502520.281250 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -502520.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -502534.031250 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -502534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -502547.468750 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -502547.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -502563.312500 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -502563.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -502575.812500 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -502575.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -502582.375000 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -502582.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -502590.656250 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -502590.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -502598.750000 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -502598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -502606.625000 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -502606.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -502613.218750 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -502613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -502619.781250 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -502619.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -502626.906250 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -502626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -502633.531250 Penalty: 2740.069092
	Iteration 35Q: 3 clusters Score -502633.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -502639.125000 Penalty: 2740.069092
	Iteration 36Q: 3 clusters Score -502639.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -502643.343750 Penalty: 2740.069092
	Iteration 37Q: 3 clusters Score -502643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -502645.093750 Penalty: 2740.069092
	Iteration 38Q: 3 clusters Score -502645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -502648.343750 Penalty: 2740.069092
	Iteration 39Q: 3 clusters Score -502648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -502651.375000 Penalty: 2740.069092
	Iteration 40F: 3 clusters Score -502651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -502652.625000 Penalty: 2740.069092
	Iteration 41Q: 3 clusters Score -502652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -502653.718750 Penalty: 2740.069092
	Iteration 42Q: 3 clusters Score -502653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -502655.312500 Penalty: 2740.069092
	Iteration 43Q: 3 clusters Score -502655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -502657.593750 Penalty: 2740.069092
	Iteration 44Q: 3 clusters Score -502657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -502658.250000 Penalty: 2740.069092
	Iteration 45Q: 3 clusters Score -502658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -502658.781250 Penalty: 2740.069092
	Iteration 46Q: 3 clusters Score -502658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -502659.000000 Penalty: 2740.069092
	Iteration 47Q: 3 clusters Score -502659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -502659.000000 Penalty: 2740.069092
	Iteration 48F: 3 clusters Score -502659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -67034.960938 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -67034.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65797.406250 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -65797.41 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66050.523438 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -66050.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66124.328125 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -66124.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66155.281250 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -66155.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66169.546875 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -66169.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66177.492188 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -66177.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66201.226562 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -66201.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66228.890625 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -66228.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66242.265625 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -66242.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66254.156250 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -66254.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66269.695312 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -66269.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66279.460938 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -66279.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66291.382812 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -66291.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66316.320312 Penalty: 2142.293945
	Iteration 13Q: 3 clusters Score -66316.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66349.085938 Penalty: 2142.293945
	Iteration 14Q: 3 clusters Score -66349.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66390.500000 Penalty: 2142.293945
	Iteration 15Q: 3 clusters Score -66390.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66427.132812 Penalty: 2142.293945
	Iteration 16Q: 3 clusters Score -66427.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66449.789062 Penalty: 2142.293945
	Iteration 17Q: 3 clusters Score -66449.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66459.515625 Penalty: 2142.293945
	Iteration 18Q: 3 clusters Score -66459.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66466.000000 Penalty: 2142.293945
	Iteration 19Q: 3 clusters Score -66466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66469.250000 Penalty: 2142.293945
	Iteration 20F: 3 clusters Score -66469.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66471.429688 Penalty: 2142.293945
	Iteration 21Q: 3 clusters Score -66471.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66480.625000 Penalty: 2142.293945
	Iteration 22Q: 3 clusters Score -66480.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66490.757812 Penalty: 2142.293945
	Iteration 23Q: 3 clusters Score -66490.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66501.765625 Penalty: 2142.293945
	Iteration 24Q: 3 clusters Score -66501.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66513.046875 Penalty: 2142.293945
	Iteration 25Q: 3 clusters Score -66513.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66534.109375 Penalty: 2142.293945
	Iteration 26Q: 3 clusters Score -66534.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66551.460938 Penalty: 2142.293945
	Iteration 27Q: 3 clusters Score -66551.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66558.226562 Penalty: 2142.293945
	Iteration 28Q: 3 clusters Score -66558.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66562.007812 Penalty: 2142.293945
	Iteration 29Q: 3 clusters Score -66562.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66564.734375 Penalty: 2142.293945
	Iteration 30Q: 3 clusters Score -66564.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66571.968750 Penalty: 2142.293945
	Iteration 31Q: 3 clusters Score -66571.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66576.414062 Penalty: 2142.293945
	Iteration 32Q: 3 clusters Score -66576.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66578.726562 Penalty: 2142.293945
	Iteration 33Q: 3 clusters Score -66578.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66578.726562 Penalty: 2142.293945
	Iteration 34F: 3 clusters Score -66578.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -146278.171875 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -146278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144486.656250 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -144486.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -144926.796875 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -144926.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -145089.343750 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -145089.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -145217.843750 Penalty: 2390.583252
	Iteration 3F: 3 clusters Score -145217.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -145321.593750 Penalty: 2390.583252
	Iteration 4F: 3 clusters Score -145321.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145442.203125 Penalty: 2390.583252
	Iteration 5F: 3 clusters Score -145442.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145543.890625 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -145543.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145601.640625 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -145601.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145631.203125 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -145631.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145653.312500 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -145653.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145678.203125 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -145678.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145696.156250 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -145696.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145715.046875 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -145715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145728.828125 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -145728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145738.765625 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -145738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145745.734375 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -145745.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145753.718750 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -145753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145759.781250 Penalty: 2390.583252
	Iteration 17Q: 3 clusters Score -145759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145760.968750 Penalty: 2390.583252
	Iteration 18Q: 3 clusters Score -145761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145761.921875 Penalty: 2390.583252
	Iteration 19Q: 3 clusters Score -145761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145763.000000 Penalty: 2390.583252
	Iteration 20F: 3 clusters Score -145763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Entering Unmasked Estep 
Score: -2519734.250000 Penalty: 1639.828491
	Iteration 0F: 2 clusters Score -2519734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2503433.000000 Penalty: 3279.656982
	Iteration 0F: 3 clusters Score -2503433 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2509278.250000 Penalty: 3279.656982
	Iteration 1F: 3 clusters Score -2509278 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2509727.500000 Penalty: 3279.656982
	Iteration 2F: 3 clusters Score -2509728 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2510259.500000 Penalty: 3279.656982
	Iteration 3F: 3 clusters Score -2510260 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2511027.750000 Penalty: 3279.656982
	Iteration 4F: 3 clusters Score -2511028 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2512204.500000 Penalty: 3279.656982
	Iteration 5F: 3 clusters Score -2512204 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2513817.250000 Penalty: 3279.656982
	Iteration 6F: 3 clusters Score -2513817 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2515570.750000 Penalty: 3279.656982
	Iteration 7F: 3 clusters Score -2515571 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2516913.250000 Penalty: 3279.656982
	Iteration 8F: 3 clusters Score -2516913 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2517730.250000 Penalty: 3279.656982
	Iteration 9Q: 3 clusters Score -2517730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2518068.750000 Penalty: 3279.656982
	Iteration 10Q: 3 clusters Score -2518069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2518182.500000 Penalty: 3279.656982
	Iteration 11Q: 3 clusters Score -2518182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2518251.500000 Penalty: 3279.656982
	Iteration 12Q: 3 clusters Score -2518252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2518288.750000 Penalty: 3279.656982
	Iteration 13Q: 3 clusters Score -2518289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2518304.500000 Penalty: 3279.656982
	Iteration 14Q: 3 clusters Score -2518304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2518314.000000 Penalty: 3279.656982
	Iteration 15Q: 3 clusters Score -2518314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2518320.250000 Penalty: 3279.656982
	Iteration 16Q: 3 clusters Score -2518320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2518320.250000 Penalty: 3279.656982
	Iteration 17F: 3 clusters Score -2518320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -232916.531250 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -232916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -230653.562500 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -230653.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -231131.578125 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -231131.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -231236.031250 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -231236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -231302.015625 Penalty: 2507.415283
	Iteration 3Q: 3 clusters Score -231302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -231347.640625 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -231347.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -231371.703125 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -231371.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -231388.546875 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -231388.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -231404.312500 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -231404.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231420.531250 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -231420.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -231434.656250 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -231434.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -231443.703125 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -231443.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -231451.593750 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -231451.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -231460.609375 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -231460.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -231470.812500 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -231470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -231480.343750 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -231480.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -231486.656250 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -231486.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -231492.390625 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -231492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -231495.562500 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -231495.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -231500.562500 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -231500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231502.625000 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -231502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -231504.828125 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -231504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231506.640625 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -231506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -231508.843750 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -231508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231510.812500 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -231510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -231511.562500 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -231511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -231513.203125 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -231513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -231514.500000 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -231514.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -231517.125000 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -231517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -231519.437500 Penalty: 2507.415283
	Iteration 28Q: 3 clusters Score -231519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -231522.781250 Penalty: 2507.415283
	Iteration 29Q: 3 clusters Score -231522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -231525.015625 Penalty: 2507.415283
	Iteration 30Q: 3 clusters Score -231525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -231526.187500 Penalty: 2507.415283
	Iteration 31Q: 3 clusters Score -231526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -231528.343750 Penalty: 2507.415283
	Iteration 32Q: 3 clusters Score -231528.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -231531.312500 Penalty: 2507.415283
	Iteration 33Q: 3 clusters Score -231531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -231534.796875 Penalty: 2507.415283
	Iteration 34Q: 3 clusters Score -231534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231536.937500 Penalty: 2507.415283
	Iteration 35Q: 3 clusters Score -231536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -231539.453125 Penalty: 2507.415283
	Iteration 36Q: 3 clusters Score -231539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -231543.109375 Penalty: 2507.415283
	Iteration 37Q: 3 clusters Score -231543.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -231547.609375 Penalty: 2507.415283
	Iteration 38Q: 3 clusters Score -231547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -231553.875000 Penalty: 2507.415283
	Iteration 39Q: 3 clusters Score -231553.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -231558.531250 Penalty: 2507.415283
	Iteration 40F: 3 clusters Score -231558.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -231562.390625 Penalty: 2507.415283
	Iteration 41Q: 3 clusters Score -231562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -231566.562500 Penalty: 2507.415283
	Iteration 42Q: 3 clusters Score -231566.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -231568.781250 Penalty: 2507.415283
	Iteration 43Q: 3 clusters Score -231568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -231572.921875 Penalty: 2507.415283
	Iteration 44Q: 3 clusters Score -231572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -231578.343750 Penalty: 2507.415283
	Iteration 45Q: 3 clusters Score -231578.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -231589.156250 Penalty: 2507.415283
	Iteration 46Q: 3 clusters Score -231589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -231598.812500 Penalty: 2507.415283
	Iteration 47Q: 3 clusters Score -231598.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -231607.656250 Penalty: 2507.415283
	Iteration 48Q: 3 clusters Score -231607.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -231618.234375 Penalty: 2507.415283
	Iteration 49Q: 3 clusters Score -231618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -231626.500000 Penalty: 2507.415283
	Iteration 50Q: 3 clusters Score -231626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -231637.156250 Penalty: 2507.415283
	Iteration 51Q: 3 clusters Score -231637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -231645.171875 Penalty: 2507.415283
	Iteration 52Q: 3 clusters Score -231645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -231650.578125 Penalty: 2507.415283
	Iteration 53Q: 3 clusters Score -231650.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -231655.359375 Penalty: 2507.415283
	Iteration 54Q: 3 clusters Score -231655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231659.109375 Penalty: 2507.415283
	Iteration 55Q: 3 clusters Score -231659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -231664.250000 Penalty: 2507.415283
	Iteration 56Q: 3 clusters Score -231664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -231670.750000 Penalty: 2507.415283
	Iteration 57Q: 3 clusters Score -231670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -231673.468750 Penalty: 2507.415283
	Iteration 58Q: 3 clusters Score -231673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -231676.656250 Penalty: 2507.415283
	Iteration 59Q: 3 clusters Score -231676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -231680.671875 Penalty: 2507.415283
	Iteration 60F: 3 clusters Score -231680.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -231685.500000 Penalty: 2507.415283
	Iteration 61Q: 3 clusters Score -231685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -231688.984375 Penalty: 2507.415283
	Iteration 62Q: 3 clusters Score -231689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -231692.781250 Penalty: 2507.415283
	Iteration 63Q: 3 clusters Score -231692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -231695.734375 Penalty: 2507.415283
	Iteration 64Q: 3 clusters Score -231695.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -231698.734375 Penalty: 2507.415283
	Iteration 65Q: 3 clusters Score -231698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -231701.093750 Penalty: 2507.415283
	Iteration 66Q: 3 clusters Score -231701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -231703.937500 Penalty: 2507.415283
	Iteration 67Q: 3 clusters Score -231703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -231709.000000 Penalty: 2507.415283
	Iteration 68Q: 3 clusters Score -231709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -231712.265625 Penalty: 2507.415283
	Iteration 69Q: 3 clusters Score -231712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -231712.515625 Penalty: 2507.415283
	Iteration 70Q: 3 clusters Score -231712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -231713.203125 Penalty: 2507.415283
	Iteration 71Q: 3 clusters Score -231713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -231713.203125 Penalty: 2507.415283
	Iteration 72F: 3 clusters Score -231713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Entering Unmasked Estep 
Score: -2339986.500000 Penalty: 1623.826660
	Iteration 0F: 2 clusters Score -2339986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2325043.000000 Penalty: 3247.653320
	Iteration 0F: 3 clusters Score -2325043 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2330610.500000 Penalty: 3247.653320
	Iteration 1F: 3 clusters Score -2330610 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2331271.000000 Penalty: 3247.653320
	Iteration 2F: 3 clusters Score -2331271 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2332119.750000 Penalty: 3247.653320
	Iteration 3F: 3 clusters Score -2332120 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2333197.250000 Penalty: 3247.653320
	Iteration 4F: 3 clusters Score -2333197 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2334426.500000 Penalty: 3247.653320
	Iteration 5F: 3 clusters Score -2334426 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2335694.250000 Penalty: 3247.653320
	Iteration 6F: 3 clusters Score -2335694 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2336723.000000 Penalty: 3247.653320
	Iteration 7F: 3 clusters Score -2336723 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2337465.750000 Penalty: 3247.653320
	Iteration 8F: 3 clusters Score -2337466 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2337923.250000 Penalty: 3247.653320
	Iteration 9Q: 3 clusters Score -2337923 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2338216.750000 Penalty: 3247.653320
	Iteration 10Q: 3 clusters Score -2338217 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2338410.500000 Penalty: 3247.653320
	Iteration 11Q: 3 clusters Score -2338410 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2338558.250000 Penalty: 3247.653320
	Iteration 12Q: 3 clusters Score -2338558 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2338639.250000 Penalty: 3247.653320
	Iteration 13Q: 3 clusters Score -2338639 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2338710.500000 Penalty: 3247.653320
	Iteration 14Q: 3 clusters Score -2338710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2338750.250000 Penalty: 3247.653320
	Iteration 15Q: 3 clusters Score -2338750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2338792.250000 Penalty: 3247.653320
	Iteration 16Q: 3 clusters Score -2338792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2338826.500000 Penalty: 3247.653320
	Iteration 17Q: 3 clusters Score -2338826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2338850.250000 Penalty: 3247.653320
	Iteration 18Q: 3 clusters Score -2338850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2338866.750000 Penalty: 3247.653320
	Iteration 19Q: 3 clusters Score -2338867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2338882.750000 Penalty: 3247.653320
	Iteration 20F: 3 clusters Score -2338883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2338894.000000 Penalty: 3247.653320
	Iteration 21Q: 3 clusters Score -2338894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2338894.250000 Penalty: 3247.653320
	Iteration 22Q: 3 clusters Score -2338894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2338905.250000 Penalty: 3247.653320
	Iteration 23Q: 3 clusters Score -2338905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2338912.250000 Penalty: 3247.653320
	Iteration 24Q: 3 clusters Score -2338912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2338917.250000 Penalty: 3247.653320
	Iteration 25Q: 3 clusters Score -2338917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2338918.250000 Penalty: 3247.653320
	Iteration 26Q: 3 clusters Score -2338918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2338915.750000 Penalty: 3247.653320
	Iteration 27Q: 3 clusters Score -2338916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2338920.500000 Penalty: 3247.653320
	Iteration 28Q: 3 clusters Score -2338920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2338924.000000 Penalty: 3247.653320
	Iteration 29Q: 3 clusters Score -2338924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2338928.000000 Penalty: 3247.653320
	Iteration 30Q: 3 clusters Score -2338928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2338930.500000 Penalty: 3247.653320
	Iteration 31Q: 3 clusters Score -2338930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2338928.000000 Penalty: 3247.653320
	Iteration 32Q: 3 clusters Score -2338928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2338930.500000 Penalty: 3247.653320
	Iteration 33Q: 3 clusters Score -2338930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2338930.250000 Penalty: 3247.653320
	Iteration 34Q: 3 clusters Score -2338930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2338928.750000 Penalty: 3247.653320
	Iteration 35Q: 3 clusters Score -2338929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2338933.000000 Penalty: 3247.653320
	Iteration 36Q: 3 clusters Score -2338933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2338924.500000 Penalty: 3247.653320
	Iteration 37Q: 3 clusters Score -2338924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2338929.000000 Penalty: 3247.653320
	Iteration 38Q: 3 clusters Score -2338929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2338929.000000 Penalty: 3247.653320
	Iteration 39Q: 3 clusters Score -2338929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2338930.500000 Penalty: 3247.653320
	Iteration 40F: 3 clusters Score -2338930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2338934.250000 Penalty: 3247.653320
	Iteration 41Q: 3 clusters Score -2338934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2338934.250000 Penalty: 3247.653320
	Iteration 42Q: 3 clusters Score -2338934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2338936.750000 Penalty: 3247.653320
	Iteration 43Q: 3 clusters Score -2338937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2338935.000000 Penalty: 3247.653320
	Iteration 44Q: 3 clusters Score -2338935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2338934.500000 Penalty: 3247.653320
	Iteration 45Q: 3 clusters Score -2338934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2338934.000000 Penalty: 3247.653320
	Iteration 46Q: 3 clusters Score -2338934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2338934.250000 Penalty: 3247.653320
	Iteration 47Q: 3 clusters Score -2338934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2338934.250000 Penalty: 3247.653320
	Iteration 48F: 3 clusters Score -2338934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Entering Unmasked Estep 
Score: -2749999.250000 Penalty: 1652.063354
	Iteration 0F: 2 clusters Score -2749999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2732373.750000 Penalty: 3304.126709
	Iteration 0F: 3 clusters Score -2732374 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2739099.750000 Penalty: 3304.126709
	Iteration 1F: 3 clusters Score -2739100 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2739502.250000 Penalty: 3304.126709
	Iteration 2Q: 3 clusters Score -2739502 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2739949.750000 Penalty: 3304.126709
	Iteration 3Q: 3 clusters Score -2739950 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2740473.750000 Penalty: 3304.126709
	Iteration 4Q: 3 clusters Score -2740474 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2741186.500000 Penalty: 3304.126709
	Iteration 5F: 3 clusters Score -2741186 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2742134.000000 Penalty: 3304.126709
	Iteration 6F: 3 clusters Score -2742134 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2743169.750000 Penalty: 3304.126709
	Iteration 7F: 3 clusters Score -2743170 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2744240.500000 Penalty: 3304.126709
	Iteration 8F: 3 clusters Score -2744240 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2745295.000000 Penalty: 3304.126709
	Iteration 9F: 3 clusters Score -2745295 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2746279.750000 Penalty: 3304.126709
	Iteration 10Q: 3 clusters Score -2746280 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2747024.250000 Penalty: 3304.126709
	Iteration 11Q: 3 clusters Score -2747024 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2747607.250000 Penalty: 3304.126709
	Iteration 12Q: 3 clusters Score -2747607 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2748058.750000 Penalty: 3304.126709
	Iteration 13Q: 3 clusters Score -2748059 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2748306.500000 Penalty: 3304.126709
	Iteration 14Q: 3 clusters Score -2748306 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2748460.750000 Penalty: 3304.126709
	Iteration 15Q: 3 clusters Score -2748461 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2748532.000000 Penalty: 3304.126709
	Iteration 16Q: 3 clusters Score -2748532 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2748561.000000 Penalty: 3304.126709
	Iteration 17Q: 3 clusters Score -2748561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2748583.250000 Penalty: 3304.126709
	Iteration 18Q: 3 clusters Score -2748583 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2748604.500000 Penalty: 3304.126709
	Iteration 19Q: 3 clusters Score -2748604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2748623.000000 Penalty: 3304.126709
	Iteration 20F: 3 clusters Score -2748623 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2748635.750000 Penalty: 3304.126709
	Iteration 21Q: 3 clusters Score -2748636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2748644.000000 Penalty: 3304.126709
	Iteration 22Q: 3 clusters Score -2748644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2748656.000000 Penalty: 3304.126709
	Iteration 23Q: 3 clusters Score -2748656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2748665.750000 Penalty: 3304.126709
	Iteration 24Q: 3 clusters Score -2748666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2748686.000000 Penalty: 3304.126709
	Iteration 25Q: 3 clusters Score -2748686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2748699.500000 Penalty: 3304.126709
	Iteration 26Q: 3 clusters Score -2748700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2748707.000000 Penalty: 3304.126709
	Iteration 27Q: 3 clusters Score -2748707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2748705.500000 Penalty: 3304.126709
	Iteration 28Q: 3 clusters Score -2748706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2748707.000000 Penalty: 3304.126709
	Iteration 29Q: 3 clusters Score -2748707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2748708.500000 Penalty: 3304.126709
	Iteration 30Q: 3 clusters Score -2748708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2748715.250000 Penalty: 3304.126709
	Iteration 31Q: 3 clusters Score -2748715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2748717.250000 Penalty: 3304.126709
	Iteration 32Q: 3 clusters Score -2748717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2748710.750000 Penalty: 3304.126709
	Iteration 33Q: 3 clusters Score -2748711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2748718.000000 Penalty: 3304.126709
	Iteration 34Q: 3 clusters Score -2748718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2748718.500000 Penalty: 3304.126709
	Iteration 35Q: 3 clusters Score -2748718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2748715.250000 Penalty: 3304.126709
	Iteration 36Q: 3 clusters Score -2748715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2748721.250000 Penalty: 3304.126709
	Iteration 37Q: 3 clusters Score -2748721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2748713.000000 Penalty: 3304.126709
	Iteration 38Q: 3 clusters Score -2748713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2748717.000000 Penalty: 3304.126709
	Iteration 39Q: 3 clusters Score -2748717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2748714.500000 Penalty: 3304.126709
	Iteration 40F: 3 clusters Score -2748714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2748718.000000 Penalty: 3304.126709
	Iteration 41Q: 3 clusters Score -2748718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2748718.000000 Penalty: 3304.126709
	Iteration 42F: 3 clusters Score -2748718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -439498.187500 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -439498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -436092.281250 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -436092.3 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -436943.937500 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -436943.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -437076.687500 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -437076.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -437174.500000 Penalty: 2698.719482
	Iteration 3Q: 3 clusters Score -437174.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -437249.687500 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -437249.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -437309.437500 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -437309.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -437364.875000 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -437364.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -437415.218750 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -437415.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -437449.750000 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -437449.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -437482.906250 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -437482.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -437511.468750 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -437511.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -437541.187500 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -437541.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -437567.937500 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -437567.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -437596.531250 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -437596.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -437633.406250 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -437633.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -437660.781250 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -437660.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -437687.218750 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -437687.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -437705.437500 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -437705.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -437729.281250 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -437729.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -437756.718750 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -437756.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -437786.656250 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -437786.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -437818.312500 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -437818.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -437860.687500 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -437860.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -437905.250000 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -437905.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -437941.125000 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -437941.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -437983.531250 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -437983.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -438028.125000 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -438028.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -438059.531250 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -438059.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -438086.781250 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -438086.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -438119.343750 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -438119.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -438140.031250 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -438140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -438157.656250 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -438157.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -438171.843750 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -438171.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -438183.312500 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -438183.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -438195.218750 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -438195.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -438205.843750 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -438205.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -438213.312500 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -438213.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -438223.406250 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -438223.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -438237.375000 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -438237.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -438251.031250 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -438251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -438261.781250 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -438261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -438267.656250 Penalty: 2698.719482
	Iteration 41Q: 3 clusters Score -438267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -438271.500000 Penalty: 2698.719482
	Iteration 42Q: 3 clusters Score -438271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -438276.281250 Penalty: 2698.719482
	Iteration 43Q: 3 clusters Score -438276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -438277.437500 Penalty: 2698.719482
	Iteration 44Q: 3 clusters Score -438277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -438280.031250 Penalty: 2698.719482
	Iteration 45Q: 3 clusters Score -438280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -438280.781250 Penalty: 2698.719482
	Iteration 46Q: 3 clusters Score -438280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -438281.437500 Penalty: 2698.719482
	Iteration 47Q: 3 clusters Score -438281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -438283.343750 Penalty: 2698.719482
	Iteration 48Q: 3 clusters Score -438283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -438284.281250 Penalty: 2698.719482
	Iteration 49Q: 3 clusters Score -438284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -438284.781250 Penalty: 2698.719482
	Iteration 50Q: 3 clusters Score -438284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -438285.468750 Penalty: 2698.719482
	Iteration 51Q: 3 clusters Score -438285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -438286.281250 Penalty: 2698.719482
	Iteration 52Q: 3 clusters Score -438286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -438287.312500 Penalty: 2698.719482
	Iteration 53Q: 3 clusters Score -438287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -438287.062500 Penalty: 2698.719482
	Iteration 54Q: 3 clusters Score -438287.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -438287.062500 Penalty: 2698.719482
	Iteration 55F: 3 clusters Score -438287.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -51729.378906 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -51729.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50568.062500 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -50568.06 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50758.156250 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -50758.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50848.175781 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -50848.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50905.878906 Penalty: 2084.374023
	Iteration 3F: 3 clusters Score -50905.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50996.769531 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -50996.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51058.371094 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -51058.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51116.890625 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -51116.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51144.335938 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -51144.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51162.332031 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -51162.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51171.667969 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -51171.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51174.894531 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -51174.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51181.175781 Penalty: 2084.374023
	Iteration 11Q: 3 clusters Score -51181.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51182.523438 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -51182.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51183.910156 Penalty: 2084.374023
	Iteration 13Q: 3 clusters Score -51183.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51183.910156 Penalty: 2084.374023
	Iteration 14F: 3 clusters Score -51183.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -704325.875000 Penalty: 1437.181274
	Iteration 0F: 2 clusters Score -704325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -699103.937500 Penalty: 2874.362549
	Iteration 0F: 3 clusters Score -699103.9 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -700822.187500 Penalty: 2874.362549
	Iteration 1F: 3 clusters Score -700822.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -701078.000000 Penalty: 2874.362549
	Iteration 2F: 3 clusters Score -701078 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -701266.937500 Penalty: 2874.362549
	Iteration 3F: 3 clusters Score -701266.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -701474.000000 Penalty: 2874.362549
	Iteration 4F: 3 clusters Score -701474 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -701698.500000 Penalty: 2874.362549
	Iteration 5Q: 3 clusters Score -701698.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -701958.187500 Penalty: 2874.362549
	Iteration 6F: 3 clusters Score -701958.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -702228.062500 Penalty: 2874.362549
	Iteration 7Q: 3 clusters Score -702228.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -702519.437500 Penalty: 2874.362549
	Iteration 8Q: 3 clusters Score -702519.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -702798.000000 Penalty: 2874.362549
	Iteration 9Q: 3 clusters Score -702798 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -703040.125000 Penalty: 2874.362549
	Iteration 10Q: 3 clusters Score -703040.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -703217.125000 Penalty: 2874.362549
	Iteration 11Q: 3 clusters Score -703217.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -703335.375000 Penalty: 2874.362549
	Iteration 12Q: 3 clusters Score -703335.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -703424.812500 Penalty: 2874.362549
	Iteration 13Q: 3 clusters Score -703424.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -703465.750000 Penalty: 2874.362549
	Iteration 14Q: 3 clusters Score -703465.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -703489.187500 Penalty: 2874.362549
	Iteration 15Q: 3 clusters Score -703489.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -703508.375000 Penalty: 2874.362549
	Iteration 16Q: 3 clusters Score -703508.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -703519.687500 Penalty: 2874.362549
	Iteration 17Q: 3 clusters Score -703519.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -703526.312500 Penalty: 2874.362549
	Iteration 18Q: 3 clusters Score -703526.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -703531.500000 Penalty: 2874.362549
	Iteration 19Q: 3 clusters Score -703531.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -703537.000000 Penalty: 2874.362549
	Iteration 20F: 3 clusters Score -703537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -703541.937500 Penalty: 2874.362549
	Iteration 21Q: 3 clusters Score -703541.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -703547.875000 Penalty: 2874.362549
	Iteration 22Q: 3 clusters Score -703547.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -703556.000000 Penalty: 2874.362549
	Iteration 23Q: 3 clusters Score -703556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -703560.937500 Penalty: 2874.362549
	Iteration 24Q: 3 clusters Score -703560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -703564.875000 Penalty: 2874.362549
	Iteration 25Q: 3 clusters Score -703564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -703566.000000 Penalty: 2874.362549
	Iteration 26Q: 3 clusters Score -703566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -703565.937500 Penalty: 2874.362549
	Iteration 27Q: 3 clusters Score -703565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -703569.562500 Penalty: 2874.362549
	Iteration 28Q: 3 clusters Score -703569.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -703571.687500 Penalty: 2874.362549
	Iteration 29Q: 3 clusters Score -703571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -703575.000000 Penalty: 2874.362549
	Iteration 30Q: 3 clusters Score -703575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -703580.500000 Penalty: 2874.362549
	Iteration 31Q: 3 clusters Score -703580.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -703584.062500 Penalty: 2874.362549
	Iteration 32Q: 3 clusters Score -703584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -703586.687500 Penalty: 2874.362549
	Iteration 33Q: 3 clusters Score -703586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -703586.000000 Penalty: 2874.362549
	Iteration 34Q: 3 clusters Score -703586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -703588.437500 Penalty: 2874.362549
	Iteration 35Q: 3 clusters Score -703588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -703588.125000 Penalty: 2874.362549
	Iteration 36Q: 3 clusters Score -703588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -703588.000000 Penalty: 2874.362549
	Iteration 37Q: 3 clusters Score -703588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -703588.000000 Penalty: 2874.362549
	Iteration 38F: 3 clusters Score -703588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (110100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Entering Unmasked Estep 
Score: -11937795.000000 Penalty: 1886.485962
	Iteration 0F: 2 clusters Score -1.19378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -11864860.000000 Penalty: 3772.971924
	Iteration 0F: 3 clusters Score -1.186486e+07 nChanged 52830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -11895024.000000 Penalty: 3772.971924
	Iteration 1F: 3 clusters Score -1.189502e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -11895325.000000 Penalty: 3772.971924
	Iteration 2Q: 3 clusters Score -1.189532e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -11895701.000000 Penalty: 3772.971924
	Iteration 3Q: 3 clusters Score -1.18957e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -11896006.000000 Penalty: 3772.971924
	Iteration 4Q: 3 clusters Score -1.189601e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -11896345.000000 Penalty: 3772.971924
	Iteration 5Q: 3 clusters Score -1.189634e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -11896752.000000 Penalty: 3772.971924
	Iteration 6Q: 3 clusters Score -1.189675e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -11897252.000000 Penalty: 3772.971924
	Iteration 7Q: 3 clusters Score -1.189725e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -11898431.000000 Penalty: 3772.971924
	Iteration 8Q: 3 clusters Score -1.189843e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -11900475.000000 Penalty: 3772.971924
	Iteration 9Q: 3 clusters Score -1.190048e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -11904578.000000 Penalty: 3772.971924
	Iteration 10F: 3 clusters Score -1.190458e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -11911014.000000 Penalty: 3772.971924
	Iteration 11F: 3 clusters Score -1.191101e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -11919744.000000 Penalty: 3772.971924
	Iteration 12F: 3 clusters Score -1.191974e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -11927682.000000 Penalty: 3772.971924
	Iteration 13F: 3 clusters Score -1.192768e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -11932632.000000 Penalty: 3772.971924
	Iteration 14Q: 3 clusters Score -1.193263e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -11934868.000000 Penalty: 3772.971924
	Iteration 15Q: 3 clusters Score -1.193487e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -11935619.000000 Penalty: 3772.971924
	Iteration 16Q: 3 clusters Score -1.193562e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 109841 members 
Entering Unmasked Estep 
Score: -11935860.000000 Penalty: 3772.971924
	Iteration 17Q: 3 clusters Score -1.193586e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109905 members 
Entering Unmasked Estep 
Score: -11935978.000000 Penalty: 3772.971924
	Iteration 18Q: 3 clusters Score -1.193598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -11936037.000000 Penalty: 3772.971924
	Iteration 19Q: 3 clusters Score -1.193604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -11936053.000000 Penalty: 3772.971924
	Iteration 20F: 3 clusters Score -1.193605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -11936082.000000 Penalty: 3772.971924
	Iteration 21Q: 3 clusters Score -1.193608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -11936081.000000 Penalty: 3772.971924
	Iteration 22Q: 3 clusters Score -1.193608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 109942 members 
Entering Unmasked Estep 
Score: -11936083.000000 Penalty: 3772.971924
	Iteration 23Q: 3 clusters Score -1.193608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -11936081.000000 Penalty: 3772.971924
	Iteration 24Q: 3 clusters Score -1.193608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109943 members 
Entering Unmasked Estep 
Score: -11936090.000000 Penalty: 3772.971924
	Iteration 25Q: 3 clusters Score -1.193609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -11936094.000000 Penalty: 3772.971924
	Iteration 26Q: 3 clusters Score -1.193609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -11936096.000000 Penalty: 3772.971924
	Iteration 27Q: 3 clusters Score -1.19361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -11936098.000000 Penalty: 3772.971924
	Iteration 28Q: 3 clusters Score -1.19361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -11936098.000000 Penalty: 3772.971924
	Iteration 29F: 3 clusters Score -1.19361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -603049.187500 Penalty: 1409.584839
	Iteration 0F: 2 clusters Score -603049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -598512.625000 Penalty: 2819.169678
	Iteration 0F: 3 clusters Score -598512.6 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -599784.750000 Penalty: 2819.169678
	Iteration 1F: 3 clusters Score -599784.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -599973.250000 Penalty: 2819.169678
	Iteration 2F: 3 clusters Score -599973.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -600088.687500 Penalty: 2819.169678
	Iteration 3Q: 3 clusters Score -600088.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -600176.500000 Penalty: 2819.169678
	Iteration 4Q: 3 clusters Score -600176.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -600251.125000 Penalty: 2819.169678
	Iteration 5Q: 3 clusters Score -600251.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -600299.000000 Penalty: 2819.169678
	Iteration 6Q: 3 clusters Score -600299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -600343.562500 Penalty: 2819.169678
	Iteration 7Q: 3 clusters Score -600343.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -600387.500000 Penalty: 2819.169678
	Iteration 8Q: 3 clusters Score -600387.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -600428.937500 Penalty: 2819.169678
	Iteration 9Q: 3 clusters Score -600428.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -600478.687500 Penalty: 2819.169678
	Iteration 10Q: 3 clusters Score -600478.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -600516.812500 Penalty: 2819.169678
	Iteration 11Q: 3 clusters Score -600516.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -600553.937500 Penalty: 2819.169678
	Iteration 12Q: 3 clusters Score -600553.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -600585.312500 Penalty: 2819.169678
	Iteration 13Q: 3 clusters Score -600585.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -600625.375000 Penalty: 2819.169678
	Iteration 14Q: 3 clusters Score -600625.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -600662.125000 Penalty: 2819.169678
	Iteration 15Q: 3 clusters Score -600662.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -600695.125000 Penalty: 2819.169678
	Iteration 16Q: 3 clusters Score -600695.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -600728.500000 Penalty: 2819.169678
	Iteration 17Q: 3 clusters Score -600728.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -600761.687500 Penalty: 2819.169678
	Iteration 18Q: 3 clusters Score -600761.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -600809.312500 Penalty: 2819.169678
	Iteration 19Q: 3 clusters Score -600809.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -600855.500000 Penalty: 2819.169678
	Iteration 20F: 3 clusters Score -600855.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -600910.187500 Penalty: 2819.169678
	Iteration 21Q: 3 clusters Score -600910.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -600962.062500 Penalty: 2819.169678
	Iteration 22Q: 3 clusters Score -600962.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -601018.062500 Penalty: 2819.169678
	Iteration 23Q: 3 clusters Score -601018.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -601070.750000 Penalty: 2819.169678
	Iteration 24Q: 3 clusters Score -601070.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -601138.687500 Penalty: 2819.169678
	Iteration 25Q: 3 clusters Score -601138.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -601200.000000 Penalty: 2819.169678
	Iteration 26Q: 3 clusters Score -601200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -601265.187500 Penalty: 2819.169678
	Iteration 27Q: 3 clusters Score -601265.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -601318.312500 Penalty: 2819.169678
	Iteration 28Q: 3 clusters Score -601318.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -601387.250000 Penalty: 2819.169678
	Iteration 29Q: 3 clusters Score -601387.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -601453.437500 Penalty: 2819.169678
	Iteration 30Q: 3 clusters Score -601453.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -601515.625000 Penalty: 2819.169678
	Iteration 31Q: 3 clusters Score -601515.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -601578.187500 Penalty: 2819.169678
	Iteration 32Q: 3 clusters Score -601578.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -601626.312500 Penalty: 2819.169678
	Iteration 33Q: 3 clusters Score -601626.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -601664.687500 Penalty: 2819.169678
	Iteration 34Q: 3 clusters Score -601664.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -601693.562500 Penalty: 2819.169678
	Iteration 35Q: 3 clusters Score -601693.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -601719.000000 Penalty: 2819.169678
	Iteration 36Q: 3 clusters Score -601719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -601739.687500 Penalty: 2819.169678
	Iteration 37Q: 3 clusters Score -601739.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -601757.687500 Penalty: 2819.169678
	Iteration 38Q: 3 clusters Score -601757.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -601775.812500 Penalty: 2819.169678
	Iteration 39Q: 3 clusters Score -601775.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -601785.500000 Penalty: 2819.169678
	Iteration 40F: 3 clusters Score -601785.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -601796.937500 Penalty: 2819.169678
	Iteration 41Q: 3 clusters Score -601796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -601803.687500 Penalty: 2819.169678
	Iteration 42Q: 3 clusters Score -601803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -601809.687500 Penalty: 2819.169678
	Iteration 43Q: 3 clusters Score -601809.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -601817.250000 Penalty: 2819.169678
	Iteration 44Q: 3 clusters Score -601817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -601819.750000 Penalty: 2819.169678
	Iteration 45Q: 3 clusters Score -601819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -601820.687500 Penalty: 2819.169678
	Iteration 46Q: 3 clusters Score -601820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -601819.812500 Penalty: 2819.169678
	Iteration 47Q: 3 clusters Score -601819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -601822.062500 Penalty: 2819.169678
	Iteration 48Q: 3 clusters Score -601822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -601823.812500 Penalty: 2819.169678
	Iteration 49Q: 3 clusters Score -601823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -601824.625000 Penalty: 2819.169678
	Iteration 50Q: 3 clusters Score -601824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -601825.062500 Penalty: 2819.169678
	Iteration 51Q: 3 clusters Score -601825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -601826.687500 Penalty: 2819.169678
	Iteration 52Q: 3 clusters Score -601826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -601826.687500 Penalty: 2819.169678
	Iteration 53F: 3 clusters Score -601826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -27924.044922 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -27924.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27070.835938 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -27070.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27259.765625 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -27259.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27353.744141 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -27353.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27407.693359 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -27407.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27425.027344 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -27425.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27454.287109 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -27454.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27480.292969 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -27480.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27509.947266 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -27509.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27518.623047 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -27518.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27521.558594 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -27521.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27521.558594 Penalty: 1881.737183
	Iteration 10F: 3 clusters Score -27521.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -592791.625000 Penalty: 1409.306763
	Iteration 0F: 2 clusters Score -592791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -588262.250000 Penalty: 2818.613525
	Iteration 0F: 3 clusters Score -588262.2 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -589608.937500 Penalty: 2818.613525
	Iteration 1F: 3 clusters Score -589608.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -589845.937500 Penalty: 2818.613525
	Iteration 2F: 3 clusters Score -589845.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -590070.812500 Penalty: 2818.613525
	Iteration 3F: 3 clusters Score -590070.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -590236.062500 Penalty: 2818.613525
	Iteration 4F: 3 clusters Score -590236.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -590364.375000 Penalty: 2818.613525
	Iteration 5Q: 3 clusters Score -590364.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -590477.937500 Penalty: 2818.613525
	Iteration 6Q: 3 clusters Score -590477.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -590592.187500 Penalty: 2818.613525
	Iteration 7Q: 3 clusters Score -590592.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -590726.562500 Penalty: 2818.613525
	Iteration 8Q: 3 clusters Score -590726.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -590874.875000 Penalty: 2818.613525
	Iteration 9Q: 3 clusters Score -590874.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -591034.875000 Penalty: 2818.613525
	Iteration 10Q: 3 clusters Score -591034.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -591212.125000 Penalty: 2818.613525
	Iteration 11Q: 3 clusters Score -591212.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -591368.875000 Penalty: 2818.613525
	Iteration 12Q: 3 clusters Score -591368.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -591505.562500 Penalty: 2818.613525
	Iteration 13Q: 3 clusters Score -591505.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -591607.312500 Penalty: 2818.613525
	Iteration 14Q: 3 clusters Score -591607.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -591705.625000 Penalty: 2818.613525
	Iteration 15Q: 3 clusters Score -591705.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -591780.625000 Penalty: 2818.613525
	Iteration 16Q: 3 clusters Score -591780.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -591838.125000 Penalty: 2818.613525
	Iteration 17Q: 3 clusters Score -591838.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -591884.000000 Penalty: 2818.613525
	Iteration 18Q: 3 clusters Score -591884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -591911.625000 Penalty: 2818.613525
	Iteration 19Q: 3 clusters Score -591911.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -591929.625000 Penalty: 2818.613525
	Iteration 20F: 3 clusters Score -591929.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -591939.625000 Penalty: 2818.613525
	Iteration 21Q: 3 clusters Score -591939.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -591948.187500 Penalty: 2818.613525
	Iteration 22Q: 3 clusters Score -591948.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -591957.812500 Penalty: 2818.613525
	Iteration 23Q: 3 clusters Score -591957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -591962.187500 Penalty: 2818.613525
	Iteration 24Q: 3 clusters Score -591962.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -591963.687500 Penalty: 2818.613525
	Iteration 25Q: 3 clusters Score -591963.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -591968.062500 Penalty: 2818.613525
	Iteration 26Q: 3 clusters Score -591968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -591971.875000 Penalty: 2818.613525
	Iteration 27Q: 3 clusters Score -591971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -591974.625000 Penalty: 2818.613525
	Iteration 28Q: 3 clusters Score -591974.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -591976.187500 Penalty: 2818.613525
	Iteration 29Q: 3 clusters Score -591976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -591979.062500 Penalty: 2818.613525
	Iteration 30Q: 3 clusters Score -591979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -591980.000000 Penalty: 2818.613525
	Iteration 31Q: 3 clusters Score -591980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -591981.062500 Penalty: 2818.613525
	Iteration 32Q: 3 clusters Score -591981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -591981.937500 Penalty: 2818.613525
	Iteration 33Q: 3 clusters Score -591981.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -591984.750000 Penalty: 2818.613525
	Iteration 34Q: 3 clusters Score -591984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -591987.312500 Penalty: 2818.613525
	Iteration 35Q: 3 clusters Score -591987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -591988.250000 Penalty: 2818.613525
	Iteration 36Q: 3 clusters Score -591988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -591991.812500 Penalty: 2818.613525
	Iteration 37Q: 3 clusters Score -591991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -591992.500000 Penalty: 2818.613525
	Iteration 38Q: 3 clusters Score -591992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -591991.937500 Penalty: 2818.613525
	Iteration 39Q: 3 clusters Score -591991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -591992.812500 Penalty: 2818.613525
	Iteration 40F: 3 clusters Score -591992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -591992.125000 Penalty: 2818.613525
	Iteration 41Q: 3 clusters Score -591992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -591993.250000 Penalty: 2818.613525
	Iteration 42Q: 3 clusters Score -591993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -591995.750000 Penalty: 2818.613525
	Iteration 43Q: 3 clusters Score -591995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -591996.562500 Penalty: 2818.613525
	Iteration 44Q: 3 clusters Score -591996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -591996.625000 Penalty: 2818.613525
	Iteration 45Q: 3 clusters Score -591996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -591998.250000 Penalty: 2818.613525
	Iteration 46Q: 3 clusters Score -591998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -591997.812500 Penalty: 2818.613525
	Iteration 47Q: 3 clusters Score -591997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -591997.687500 Penalty: 2818.613525
	Iteration 48Q: 3 clusters Score -591997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -591998.312500 Penalty: 2818.613525
	Iteration 49Q: 3 clusters Score -591998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -591998.750000 Penalty: 2818.613525
	Iteration 50Q: 3 clusters Score -591998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -591999.187500 Penalty: 2818.613525
	Iteration 51Q: 3 clusters Score -591999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -592000.625000 Penalty: 2818.613525
	Iteration 52Q: 3 clusters Score -592000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -592000.625000 Penalty: 2818.613525
	Iteration 53F: 3 clusters Score -592000.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -157962.703125 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -157962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156077.859375 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -156077.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -156504.171875 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -156504.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -156653.625000 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -156653.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -156761.812500 Penalty: 2410.322998
	Iteration 3F: 3 clusters Score -156761.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -156819.734375 Penalty: 2410.322998
	Iteration 4Q: 3 clusters Score -156819.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -156863.062500 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -156863.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -156893.218750 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -156893.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -156920.750000 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -156920.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -156951.250000 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -156951.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -156984.750000 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -156984.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -157029.343750 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -157029.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -157056.062500 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -157056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -157072.562500 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -157072.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -157083.437500 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -157083.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -157094.609375 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -157094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -157102.046875 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -157102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -157108.296875 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -157108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157111.203125 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -157111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157112.703125 Penalty: 2410.322998
	Iteration 18Q: 3 clusters Score -157112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -157114.703125 Penalty: 2410.322998
	Iteration 19Q: 3 clusters Score -157114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -157123.156250 Penalty: 2410.322998
	Iteration 20F: 3 clusters Score -157123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -157129.812500 Penalty: 2410.322998
	Iteration 21Q: 3 clusters Score -157129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157132.515625 Penalty: 2410.322998
	Iteration 22Q: 3 clusters Score -157132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157133.593750 Penalty: 2410.322998
	Iteration 23Q: 3 clusters Score -157133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157134.171875 Penalty: 2410.322998
	Iteration 24Q: 3 clusters Score -157134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -157135.281250 Penalty: 2410.322998
	Iteration 25Q: 3 clusters Score -157135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -157135.281250 Penalty: 2410.322998
	Iteration 26F: 3 clusters Score -157135.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -19083.964844 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -19083.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18307.398438 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -18307.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18404.888672 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -18404.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18451.003906 Penalty: 1802.182617
	Iteration 2F: 3 clusters Score -18451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18463.046875 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -18463.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18471.595703 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -18471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18488.718750 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -18488.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18492.744141 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -18492.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18495.382812 Penalty: 1802.182617
	Iteration 7Q: 3 clusters Score -18495.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18502.023438 Penalty: 1802.182617
	Iteration 8Q: 3 clusters Score -18502.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18520.962891 Penalty: 1802.182617
	Iteration 9Q: 3 clusters Score -18520.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18526.205078 Penalty: 1802.182617
	Iteration 10Q: 3 clusters Score -18526.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18526.205078 Penalty: 1802.182617
	Iteration 11F: 3 clusters Score -18526.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -1549639.000000 Penalty: 1553.822266
	Iteration 0F: 2 clusters Score -1549639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1539713.750000 Penalty: 3107.644531
	Iteration 0F: 3 clusters Score -1539714 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1543139.875000 Penalty: 3107.644531
	Iteration 1F: 3 clusters Score -1543140 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1543444.000000 Penalty: 3107.644531
	Iteration 2F: 3 clusters Score -1543444 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1543729.375000 Penalty: 3107.644531
	Iteration 3Q: 3 clusters Score -1543729 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1544004.125000 Penalty: 3107.644531
	Iteration 4Q: 3 clusters Score -1544004 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1544321.500000 Penalty: 3107.644531
	Iteration 5Q: 3 clusters Score -1544322 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1544729.875000 Penalty: 3107.644531
	Iteration 6F: 3 clusters Score -1544730 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1545275.125000 Penalty: 3107.644531
	Iteration 7F: 3 clusters Score -1545275 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1545927.000000 Penalty: 3107.644531
	Iteration 8F: 3 clusters Score -1545927 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1546582.750000 Penalty: 3107.644531
	Iteration 9F: 3 clusters Score -1546583 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1547191.875000 Penalty: 3107.644531
	Iteration 10Q: 3 clusters Score -1547192 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1547638.625000 Penalty: 3107.644531
	Iteration 11Q: 3 clusters Score -1547639 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1547908.375000 Penalty: 3107.644531
	Iteration 12Q: 3 clusters Score -1547908 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1548072.875000 Penalty: 3107.644531
	Iteration 13Q: 3 clusters Score -1548073 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1548162.000000 Penalty: 3107.644531
	Iteration 14Q: 3 clusters Score -1548162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1548215.500000 Penalty: 3107.644531
	Iteration 15Q: 3 clusters Score -1548216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1548257.375000 Penalty: 3107.644531
	Iteration 16Q: 3 clusters Score -1548257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1548274.000000 Penalty: 3107.644531
	Iteration 17Q: 3 clusters Score -1548274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1548278.125000 Penalty: 3107.644531
	Iteration 18Q: 3 clusters Score -1548278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1548284.500000 Penalty: 3107.644531
	Iteration 19Q: 3 clusters Score -1548284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1548293.375000 Penalty: 3107.644531
	Iteration 20F: 3 clusters Score -1548293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1548307.125000 Penalty: 3107.644531
	Iteration 21Q: 3 clusters Score -1548307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1548314.375000 Penalty: 3107.644531
	Iteration 22Q: 3 clusters Score -1548314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1548319.375000 Penalty: 3107.644531
	Iteration 23Q: 3 clusters Score -1548319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1548323.875000 Penalty: 3107.644531
	Iteration 24Q: 3 clusters Score -1548324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1548324.250000 Penalty: 3107.644531
	Iteration 25Q: 3 clusters Score -1548324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1548326.500000 Penalty: 3107.644531
	Iteration 26Q: 3 clusters Score -1548326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1548325.875000 Penalty: 3107.644531
	Iteration 27Q: 3 clusters Score -1548326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1548325.875000 Penalty: 3107.644531
	Iteration 28F: 3 clusters Score -1548326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -427071.812500 Penalty: 1351.636963
	Iteration 0F: 2 clusters Score -427071.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -423641.406250 Penalty: 2703.273926
	Iteration 0F: 3 clusters Score -423641.4 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -424731.656250 Penalty: 2703.273926
	Iteration 1F: 3 clusters Score -424731.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -424956.156250 Penalty: 2703.273926
	Iteration 2F: 3 clusters Score -424956.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -425114.031250 Penalty: 2703.273926
	Iteration 3F: 3 clusters Score -425114 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -425242.500000 Penalty: 2703.273926
	Iteration 4Q: 3 clusters Score -425242.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -425388.375000 Penalty: 2703.273926
	Iteration 5Q: 3 clusters Score -425388.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -425591.906250 Penalty: 2703.273926
	Iteration 6Q: 3 clusters Score -425591.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -425831.812500 Penalty: 2703.273926
	Iteration 7Q: 3 clusters Score -425831.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -426068.031250 Penalty: 2703.273926
	Iteration 8Q: 3 clusters Score -426068 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -426215.625000 Penalty: 2703.273926
	Iteration 9Q: 3 clusters Score -426215.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -426341.687500 Penalty: 2703.273926
	Iteration 10Q: 3 clusters Score -426341.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -426444.250000 Penalty: 2703.273926
	Iteration 11Q: 3 clusters Score -426444.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -426528.687500 Penalty: 2703.273926
	Iteration 12Q: 3 clusters Score -426528.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -426588.531250 Penalty: 2703.273926
	Iteration 13Q: 3 clusters Score -426588.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -426647.125000 Penalty: 2703.273926
	Iteration 14Q: 3 clusters Score -426647.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -426703.250000 Penalty: 2703.273926
	Iteration 15Q: 3 clusters Score -426703.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -426753.406250 Penalty: 2703.273926
	Iteration 16Q: 3 clusters Score -426753.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -426797.250000 Penalty: 2703.273926
	Iteration 17Q: 3 clusters Score -426797.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -426829.375000 Penalty: 2703.273926
	Iteration 18Q: 3 clusters Score -426829.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -426856.031250 Penalty: 2703.273926
	Iteration 19Q: 3 clusters Score -426856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -426878.593750 Penalty: 2703.273926
	Iteration 20F: 3 clusters Score -426878.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -426912.937500 Penalty: 2703.273926
	Iteration 21Q: 3 clusters Score -426912.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -427018.718750 Penalty: 2703.273926
	Iteration 22Q: 3 clusters Score -427018.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -427165.187500 Penalty: 2703.273926
	Iteration 23Q: 3 clusters Score -427165.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -427174.750000 Penalty: 2703.273926
	Iteration 24Q: 3 clusters Score -427174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -427176.093750 Penalty: 2703.273926
	Iteration 25Q: 3 clusters Score -427176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -427177.312500 Penalty: 2703.273926
	Iteration 26Q: 3 clusters Score -427177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -427177.906250 Penalty: 2703.273926
	Iteration 27Q: 3 clusters Score -427177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -427178.781250 Penalty: 2703.273926
	Iteration 28Q: 3 clusters Score -427178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -427180.281250 Penalty: 2703.273926
	Iteration 29Q: 3 clusters Score -427180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -427180.031250 Penalty: 2703.273926
	Iteration 30Q: 3 clusters Score -427180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -427181.125000 Penalty: 2703.273926
	Iteration 31Q: 3 clusters Score -427181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -427180.875000 Penalty: 2703.273926
	Iteration 32Q: 3 clusters Score -427180.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -427181.562500 Penalty: 2703.273926
	Iteration 33Q: 3 clusters Score -427181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -427181.562500 Penalty: 2703.273926
	Iteration 34F: 3 clusters Score -427181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110100 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 1651 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178326 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 2445 members 
Entering Unmasked Estep 
Score: -101042792.000000 Penalty: 98589.312500
Splitting cluster 30 changes total score from -101043544.000000 to -101042792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (11664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Entering Unmasked Estep 
Score: -1276955.625000 Penalty: 1521.692627
	Iteration 0F: 2 clusters Score -1276956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1268642.250000 Penalty: 3043.385254
	Iteration 0F: 3 clusters Score -1268642 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1271421.625000 Penalty: 3043.385254
	Iteration 1F: 3 clusters Score -1271422 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1271821.750000 Penalty: 3043.385254
	Iteration 2F: 3 clusters Score -1271822 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1272166.250000 Penalty: 3043.385254
	Iteration 3F: 3 clusters Score -1272166 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1272485.125000 Penalty: 3043.385254
	Iteration 4F: 3 clusters Score -1272485 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1272837.625000 Penalty: 3043.385254
	Iteration 5F: 3 clusters Score -1272838 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1273218.375000 Penalty: 3043.385254
	Iteration 6F: 3 clusters Score -1273218 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1273655.875000 Penalty: 3043.385254
	Iteration 7F: 3 clusters Score -1273656 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1274068.125000 Penalty: 3043.385254
	Iteration 8F: 3 clusters Score -1274068 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1274457.000000 Penalty: 3043.385254
	Iteration 9F: 3 clusters Score -1274457 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1274729.750000 Penalty: 3043.385254
	Iteration 10Q: 3 clusters Score -1274730 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1274923.750000 Penalty: 3043.385254
	Iteration 11Q: 3 clusters Score -1274924 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1275051.500000 Penalty: 3043.385254
	Iteration 12Q: 3 clusters Score -1275052 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1275127.125000 Penalty: 3043.385254
	Iteration 13Q: 3 clusters Score -1275127 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1275182.000000 Penalty: 3043.385254
	Iteration 14Q: 3 clusters Score -1275182 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1275230.125000 Penalty: 3043.385254
	Iteration 15Q: 3 clusters Score -1275230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1275268.000000 Penalty: 3043.385254
	Iteration 16Q: 3 clusters Score -1275268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1275297.250000 Penalty: 3043.385254
	Iteration 17Q: 3 clusters Score -1275297 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1275312.000000 Penalty: 3043.385254
	Iteration 18Q: 3 clusters Score -1275312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1275324.500000 Penalty: 3043.385254
	Iteration 19Q: 3 clusters Score -1275324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1275343.625000 Penalty: 3043.385254
	Iteration 20F: 3 clusters Score -1275344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1275363.125000 Penalty: 3043.385254
	Iteration 21Q: 3 clusters Score -1275363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1275377.875000 Penalty: 3043.385254
	Iteration 22Q: 3 clusters Score -1275378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1275389.000000 Penalty: 3043.385254
	Iteration 23Q: 3 clusters Score -1275389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1275395.375000 Penalty: 3043.385254
	Iteration 24Q: 3 clusters Score -1275395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1275403.625000 Penalty: 3043.385254
	Iteration 25Q: 3 clusters Score -1275404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1275407.750000 Penalty: 3043.385254
	Iteration 26Q: 3 clusters Score -1275408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1275418.625000 Penalty: 3043.385254
	Iteration 27Q: 3 clusters Score -1275419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1275421.750000 Penalty: 3043.385254
	Iteration 28Q: 3 clusters Score -1275422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1275427.875000 Penalty: 3043.385254
	Iteration 29Q: 3 clusters Score -1275428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1275440.500000 Penalty: 3043.385254
	Iteration 30Q: 3 clusters Score -1275440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1275445.750000 Penalty: 3043.385254
	Iteration 31Q: 3 clusters Score -1275446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1275446.625000 Penalty: 3043.385254
	Iteration 32Q: 3 clusters Score -1275447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1275452.375000 Penalty: 3043.385254
	Iteration 33Q: 3 clusters Score -1275452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1275456.250000 Penalty: 3043.385254
	Iteration 34Q: 3 clusters Score -1275456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1275454.625000 Penalty: 3043.385254
	Iteration 35Q: 3 clusters Score -1275455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1275459.125000 Penalty: 3043.385254
	Iteration 36Q: 3 clusters Score -1275459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1275460.000000 Penalty: 3043.385254
	Iteration 37Q: 3 clusters Score -1275460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1275464.125000 Penalty: 3043.385254
	Iteration 38Q: 3 clusters Score -1275464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1275466.375000 Penalty: 3043.385254
	Iteration 39Q: 3 clusters Score -1275466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1275469.000000 Penalty: 3043.385254
	Iteration 40F: 3 clusters Score -1275469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1275473.875000 Penalty: 3043.385254
	Iteration 41Q: 3 clusters Score -1275474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1275479.500000 Penalty: 3043.385254
	Iteration 42Q: 3 clusters Score -1275480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1275486.125000 Penalty: 3043.385254
	Iteration 43Q: 3 clusters Score -1275486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1275487.000000 Penalty: 3043.385254
	Iteration 44Q: 3 clusters Score -1275487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1275488.250000 Penalty: 3043.385254
	Iteration 45Q: 3 clusters Score -1275488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1275493.875000 Penalty: 3043.385254
	Iteration 46Q: 3 clusters Score -1275494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1275498.500000 Penalty: 3043.385254
	Iteration 47Q: 3 clusters Score -1275498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1275500.625000 Penalty: 3043.385254
	Iteration 48Q: 3 clusters Score -1275501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1275499.125000 Penalty: 3043.385254
	Iteration 49Q: 3 clusters Score -1275499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1275501.750000 Penalty: 3043.385254
	Iteration 50Q: 3 clusters Score -1275502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1275509.000000 Penalty: 3043.385254
	Iteration 51Q: 3 clusters Score -1275509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1275511.375000 Penalty: 3043.385254
	Iteration 52Q: 3 clusters Score -1275511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1275516.125000 Penalty: 3043.385254
	Iteration 53Q: 3 clusters Score -1275516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1275519.750000 Penalty: 3043.385254
	Iteration 54Q: 3 clusters Score -1275520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1275527.000000 Penalty: 3043.385254
	Iteration 55Q: 3 clusters Score -1275527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1275529.125000 Penalty: 3043.385254
	Iteration 56Q: 3 clusters Score -1275529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1275530.875000 Penalty: 3043.385254
	Iteration 57Q: 3 clusters Score -1275531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1275532.875000 Penalty: 3043.385254
	Iteration 58Q: 3 clusters Score -1275533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1275538.250000 Penalty: 3043.385254
	Iteration 59Q: 3 clusters Score -1275538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1275537.375000 Penalty: 3043.385254
	Iteration 60F: 3 clusters Score -1275537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1275540.125000 Penalty: 3043.385254
	Iteration 61Q: 3 clusters Score -1275540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1275541.000000 Penalty: 3043.385254
	Iteration 62Q: 3 clusters Score -1275541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1275543.125000 Penalty: 3043.385254
	Iteration 63Q: 3 clusters Score -1275543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1275547.875000 Penalty: 3043.385254
	Iteration 64Q: 3 clusters Score -1275548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1275547.375000 Penalty: 3043.385254
	Iteration 65Q: 3 clusters Score -1275547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1275546.625000 Penalty: 3043.385254
	Iteration 66Q: 3 clusters Score -1275547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1275548.625000 Penalty: 3043.385254
	Iteration 67Q: 3 clusters Score -1275549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1275550.125000 Penalty: 3043.385254
	Iteration 68Q: 3 clusters Score -1275550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1275551.000000 Penalty: 3043.385254
	Iteration 69Q: 3 clusters Score -1275551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1275552.500000 Penalty: 3043.385254
	Iteration 70Q: 3 clusters Score -1275552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1275555.125000 Penalty: 3043.385254
	Iteration 71Q: 3 clusters Score -1275555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1275554.875000 Penalty: 3043.385254
	Iteration 72Q: 3 clusters Score -1275555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1275561.250000 Penalty: 3043.385254
	Iteration 73Q: 3 clusters Score -1275561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1275564.750000 Penalty: 3043.385254
	Iteration 74Q: 3 clusters Score -1275565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1275562.875000 Penalty: 3043.385254
	Iteration 75Q: 3 clusters Score -1275563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1275569.125000 Penalty: 3043.385254
	Iteration 76Q: 3 clusters Score -1275569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1275570.250000 Penalty: 3043.385254
	Iteration 77Q: 3 clusters Score -1275570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1275571.875000 Penalty: 3043.385254
	Iteration 78Q: 3 clusters Score -1275572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1275574.625000 Penalty: 3043.385254
	Iteration 79Q: 3 clusters Score -1275575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1275575.000000 Penalty: 3043.385254
	Iteration 80F: 3 clusters Score -1275575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1275577.500000 Penalty: 3043.385254
	Iteration 81Q: 3 clusters Score -1275578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1275580.250000 Penalty: 3043.385254
	Iteration 82Q: 3 clusters Score -1275580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1275582.250000 Penalty: 3043.385254
	Iteration 83Q: 3 clusters Score -1275582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1275584.625000 Penalty: 3043.385254
	Iteration 84Q: 3 clusters Score -1275585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1275585.250000 Penalty: 3043.385254
	Iteration 85Q: 3 clusters Score -1275585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1275586.500000 Penalty: 3043.385254
	Iteration 86Q: 3 clusters Score -1275586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1275591.250000 Penalty: 3043.385254
	Iteration 87Q: 3 clusters Score -1275591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1275594.125000 Penalty: 3043.385254
	Iteration 88Q: 3 clusters Score -1275594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1275597.250000 Penalty: 3043.385254
	Iteration 89Q: 3 clusters Score -1275597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1275601.000000 Penalty: 3043.385254
	Iteration 90Q: 3 clusters Score -1275601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1275604.750000 Penalty: 3043.385254
	Iteration 91Q: 3 clusters Score -1275605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1275609.125000 Penalty: 3043.385254
	Iteration 92Q: 3 clusters Score -1275609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1275611.875000 Penalty: 3043.385254
	Iteration 93Q: 3 clusters Score -1275612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1275615.375000 Penalty: 3043.385254
	Iteration 94Q: 3 clusters Score -1275615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1275618.750000 Penalty: 3043.385254
	Iteration 95Q: 3 clusters Score -1275619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1275624.875000 Penalty: 3043.385254
	Iteration 96Q: 3 clusters Score -1275625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1275625.625000 Penalty: 3043.385254
	Iteration 97Q: 3 clusters Score -1275626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1275630.125000 Penalty: 3043.385254
	Iteration 98Q: 3 clusters Score -1275630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1275630.000000 Penalty: 3043.385254
	Iteration 99Q: 3 clusters Score -1275630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1275634.375000 Penalty: 3043.385254
	Iteration 100F: 3 clusters Score -1275634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1275637.500000 Penalty: 3043.385254
	Iteration 101Q: 3 clusters Score -1275638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1275635.000000 Penalty: 3043.385254
	Iteration 102Q: 3 clusters Score -1275635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1275642.500000 Penalty: 3043.385254
	Iteration 103Q: 3 clusters Score -1275642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1275643.250000 Penalty: 3043.385254
	Iteration 104Q: 3 clusters Score -1275643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1275645.750000 Penalty: 3043.385254
	Iteration 105Q: 3 clusters Score -1275646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1275645.125000 Penalty: 3043.385254
	Iteration 106Q: 3 clusters Score -1275645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1275647.625000 Penalty: 3043.385254
	Iteration 107Q: 3 clusters Score -1275648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1275653.250000 Penalty: 3043.385254
	Iteration 108Q: 3 clusters Score -1275653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1275651.750000 Penalty: 3043.385254
	Iteration 109Q: 3 clusters Score -1275652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1275654.500000 Penalty: 3043.385254
	Iteration 110Q: 3 clusters Score -1275654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1275655.375000 Penalty: 3043.385254
	Iteration 111Q: 3 clusters Score -1275655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1275657.875000 Penalty: 3043.385254
	Iteration 112Q: 3 clusters Score -1275658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1275662.375000 Penalty: 3043.385254
	Iteration 113Q: 3 clusters Score -1275662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1275664.625000 Penalty: 3043.385254
	Iteration 114Q: 3 clusters Score -1275665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1275668.000000 Penalty: 3043.385254
	Iteration 115Q: 3 clusters Score -1275668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1275668.875000 Penalty: 3043.385254
	Iteration 116Q: 3 clusters Score -1275669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1275675.875000 Penalty: 3043.385254
	Iteration 117Q: 3 clusters Score -1275676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1275679.875000 Penalty: 3043.385254
	Iteration 118Q: 3 clusters Score -1275680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1275680.750000 Penalty: 3043.385254
	Iteration 119Q: 3 clusters Score -1275681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1275685.375000 Penalty: 3043.385254
	Iteration 120F: 3 clusters Score -1275685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1275688.750000 Penalty: 3043.385254
	Iteration 121Q: 3 clusters Score -1275689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1275692.000000 Penalty: 3043.385254
	Iteration 122Q: 3 clusters Score -1275692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1275692.500000 Penalty: 3043.385254
	Iteration 123Q: 3 clusters Score -1275692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1275692.125000 Penalty: 3043.385254
	Iteration 124Q: 3 clusters Score -1275692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1275690.625000 Penalty: 3043.385254
	Iteration 125Q: 3 clusters Score -1275691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1275694.750000 Penalty: 3043.385254
	Iteration 126Q: 3 clusters Score -1275695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1275695.750000 Penalty: 3043.385254
	Iteration 127Q: 3 clusters Score -1275696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1275697.000000 Penalty: 3043.385254
	Iteration 128Q: 3 clusters Score -1275697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1275695.750000 Penalty: 3043.385254
	Iteration 129Q: 3 clusters Score -1275696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1275696.875000 Penalty: 3043.385254
	Iteration 130Q: 3 clusters Score -1275697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1275696.875000 Penalty: 3043.385254
	Iteration 131F: 3 clusters Score -1275697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -176216.718750 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -176216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -174271.031250 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -174271 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -174873.984375 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -174874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -175133.140625 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -175133.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -175352.218750 Penalty: 2433.877197
	Iteration 3F: 3 clusters Score -175352.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -175545.875000 Penalty: 2433.877197
	Iteration 4F: 3 clusters Score -175545.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -175682.281250 Penalty: 2433.877197
	Iteration 5F: 3 clusters Score -175682.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175762.906250 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -175762.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -175840.781250 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -175840.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -175895.468750 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -175895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -175925.640625 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -175925.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -175940.718750 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -175940.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -175946.859375 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -175946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -175953.343750 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -175953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -175960.687500 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -175960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175961.906250 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -175961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -175962.562500 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -175962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -175962.562500 Penalty: 2433.877197
	Iteration 16F: 3 clusters Score -175962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -462938.906250 Penalty: 1368.861206
	Iteration 0F: 2 clusters Score -462938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -459256.343750 Penalty: 2737.722412
	Iteration 0F: 3 clusters Score -459256.3 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -460371.375000 Penalty: 2737.722412
	Iteration 1F: 3 clusters Score -460371.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -460629.656250 Penalty: 2737.722412
	Iteration 2F: 3 clusters Score -460629.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -460802.906250 Penalty: 2737.722412
	Iteration 3F: 3 clusters Score -460802.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -460921.000000 Penalty: 2737.722412
	Iteration 4Q: 3 clusters Score -460921 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -461023.375000 Penalty: 2737.722412
	Iteration 5Q: 3 clusters Score -461023.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -461115.093750 Penalty: 2737.722412
	Iteration 6Q: 3 clusters Score -461115.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -461185.187500 Penalty: 2737.722412
	Iteration 7Q: 3 clusters Score -461185.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -461231.750000 Penalty: 2737.722412
	Iteration 8Q: 3 clusters Score -461231.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -461276.656250 Penalty: 2737.722412
	Iteration 9Q: 3 clusters Score -461276.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -461311.875000 Penalty: 2737.722412
	Iteration 10Q: 3 clusters Score -461311.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -461348.781250 Penalty: 2737.722412
	Iteration 11Q: 3 clusters Score -461348.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -461381.281250 Penalty: 2737.722412
	Iteration 12Q: 3 clusters Score -461381.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -461412.781250 Penalty: 2737.722412
	Iteration 13Q: 3 clusters Score -461412.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -461442.656250 Penalty: 2737.722412
	Iteration 14Q: 3 clusters Score -461442.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -461467.625000 Penalty: 2737.722412
	Iteration 15Q: 3 clusters Score -461467.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -461488.843750 Penalty: 2737.722412
	Iteration 16Q: 3 clusters Score -461488.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -461505.718750 Penalty: 2737.722412
	Iteration 17Q: 3 clusters Score -461505.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -461522.062500 Penalty: 2737.722412
	Iteration 18Q: 3 clusters Score -461522.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -461536.562500 Penalty: 2737.722412
	Iteration 19Q: 3 clusters Score -461536.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -461548.250000 Penalty: 2737.722412
	Iteration 20F: 3 clusters Score -461548.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -461556.062500 Penalty: 2737.722412
	Iteration 21Q: 3 clusters Score -461556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -461559.781250 Penalty: 2737.722412
	Iteration 22Q: 3 clusters Score -461559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -461564.187500 Penalty: 2737.722412
	Iteration 23Q: 3 clusters Score -461564.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -461570.218750 Penalty: 2737.722412
	Iteration 24Q: 3 clusters Score -461570.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -461575.531250 Penalty: 2737.722412
	Iteration 25Q: 3 clusters Score -461575.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -461581.062500 Penalty: 2737.722412
	Iteration 26Q: 3 clusters Score -461581.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -461585.250000 Penalty: 2737.722412
	Iteration 27Q: 3 clusters Score -461585.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -461594.656250 Penalty: 2737.722412
	Iteration 28Q: 3 clusters Score -461594.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -461604.000000 Penalty: 2737.722412
	Iteration 29Q: 3 clusters Score -461604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -461606.375000 Penalty: 2737.722412
	Iteration 30Q: 3 clusters Score -461606.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -461609.375000 Penalty: 2737.722412
	Iteration 31Q: 3 clusters Score -461609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -461612.625000 Penalty: 2737.722412
	Iteration 32Q: 3 clusters Score -461612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -461617.187500 Penalty: 2737.722412
	Iteration 33Q: 3 clusters Score -461617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -461620.875000 Penalty: 2737.722412
	Iteration 34Q: 3 clusters Score -461620.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -461627.593750 Penalty: 2737.722412
	Iteration 35Q: 3 clusters Score -461627.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -461634.500000 Penalty: 2737.722412
	Iteration 36Q: 3 clusters Score -461634.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -461640.750000 Penalty: 2737.722412
	Iteration 37Q: 3 clusters Score -461640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -461644.593750 Penalty: 2737.722412
	Iteration 38Q: 3 clusters Score -461644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -461648.093750 Penalty: 2737.722412
	Iteration 39Q: 3 clusters Score -461648.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -461652.781250 Penalty: 2737.722412
	Iteration 40F: 3 clusters Score -461652.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -461659.156250 Penalty: 2737.722412
	Iteration 41Q: 3 clusters Score -461659.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -461671.843750 Penalty: 2737.722412
	Iteration 42Q: 3 clusters Score -461671.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -461685.437500 Penalty: 2737.722412
	Iteration 43Q: 3 clusters Score -461685.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -461693.343750 Penalty: 2737.722412
	Iteration 44Q: 3 clusters Score -461693.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -461704.625000 Penalty: 2737.722412
	Iteration 45Q: 3 clusters Score -461704.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -461716.500000 Penalty: 2737.722412
	Iteration 46Q: 3 clusters Score -461716.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -461725.156250 Penalty: 2737.722412
	Iteration 47Q: 3 clusters Score -461725.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -461733.906250 Penalty: 2737.722412
	Iteration 48Q: 3 clusters Score -461733.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -461744.812500 Penalty: 2737.722412
	Iteration 49Q: 3 clusters Score -461744.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -461754.437500 Penalty: 2737.722412
	Iteration 50Q: 3 clusters Score -461754.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -461765.125000 Penalty: 2737.722412
	Iteration 51Q: 3 clusters Score -461765.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -461774.250000 Penalty: 2737.722412
	Iteration 52Q: 3 clusters Score -461774.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -461787.500000 Penalty: 2737.722412
	Iteration 53Q: 3 clusters Score -461787.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -461798.187500 Penalty: 2737.722412
	Iteration 54Q: 3 clusters Score -461798.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -461808.250000 Penalty: 2737.722412
	Iteration 55Q: 3 clusters Score -461808.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -461823.218750 Penalty: 2737.722412
	Iteration 56Q: 3 clusters Score -461823.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -461843.937500 Penalty: 2737.722412
	Iteration 57Q: 3 clusters Score -461843.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -461854.937500 Penalty: 2737.722412
	Iteration 58Q: 3 clusters Score -461854.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -461862.625000 Penalty: 2737.722412
	Iteration 59Q: 3 clusters Score -461862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -461868.343750 Penalty: 2737.722412
	Iteration 60F: 3 clusters Score -461868.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -461874.843750 Penalty: 2737.722412
	Iteration 61Q: 3 clusters Score -461874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -461880.906250 Penalty: 2737.722412
	Iteration 62Q: 3 clusters Score -461880.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -461889.500000 Penalty: 2737.722412
	Iteration 63Q: 3 clusters Score -461889.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -461897.625000 Penalty: 2737.722412
	Iteration 64Q: 3 clusters Score -461897.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -461906.812500 Penalty: 2737.722412
	Iteration 65Q: 3 clusters Score -461906.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -461914.625000 Penalty: 2737.722412
	Iteration 66Q: 3 clusters Score -461914.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -461920.562500 Penalty: 2737.722412
	Iteration 67Q: 3 clusters Score -461920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -461923.343750 Penalty: 2737.722412
	Iteration 68Q: 3 clusters Score -461923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -461926.125000 Penalty: 2737.722412
	Iteration 69Q: 3 clusters Score -461926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -461927.687500 Penalty: 2737.722412
	Iteration 70Q: 3 clusters Score -461927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -461930.750000 Penalty: 2737.722412
	Iteration 71Q: 3 clusters Score -461930.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -461932.656250 Penalty: 2737.722412
	Iteration 72Q: 3 clusters Score -461932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -461934.187500 Penalty: 2737.722412
	Iteration 73Q: 3 clusters Score -461934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -461937.937500 Penalty: 2737.722412
	Iteration 74Q: 3 clusters Score -461937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -461941.718750 Penalty: 2737.722412
	Iteration 75Q: 3 clusters Score -461941.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -461945.968750 Penalty: 2737.722412
	Iteration 76Q: 3 clusters Score -461946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -461949.937500 Penalty: 2737.722412
	Iteration 77Q: 3 clusters Score -461949.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -461953.625000 Penalty: 2737.722412
	Iteration 78Q: 3 clusters Score -461953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -461958.406250 Penalty: 2737.722412
	Iteration 79Q: 3 clusters Score -461958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -461961.468750 Penalty: 2737.722412
	Iteration 80F: 3 clusters Score -461961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -461964.906250 Penalty: 2737.722412
	Iteration 81Q: 3 clusters Score -461964.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -461968.406250 Penalty: 2737.722412
	Iteration 82Q: 3 clusters Score -461968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -461972.031250 Penalty: 2737.722412
	Iteration 83Q: 3 clusters Score -461972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -461975.937500 Penalty: 2737.722412
	Iteration 84Q: 3 clusters Score -461975.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -461979.812500 Penalty: 2737.722412
	Iteration 85Q: 3 clusters Score -461979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -461984.156250 Penalty: 2737.722412
	Iteration 86Q: 3 clusters Score -461984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -461986.625000 Penalty: 2737.722412
	Iteration 87Q: 3 clusters Score -461986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -461989.781250 Penalty: 2737.722412
	Iteration 88Q: 3 clusters Score -461989.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -461991.968750 Penalty: 2737.722412
	Iteration 89Q: 3 clusters Score -461992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -461993.718750 Penalty: 2737.722412
	Iteration 90Q: 3 clusters Score -461993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -461994.500000 Penalty: 2737.722412
	Iteration 91Q: 3 clusters Score -461994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -461995.500000 Penalty: 2737.722412
	Iteration 92Q: 3 clusters Score -461995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -461997.687500 Penalty: 2737.722412
	Iteration 93Q: 3 clusters Score -461997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -461999.156250 Penalty: 2737.722412
	Iteration 94Q: 3 clusters Score -461999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -462000.906250 Penalty: 2737.722412
	Iteration 95Q: 3 clusters Score -462000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -462001.281250 Penalty: 2737.722412
	Iteration 96Q: 3 clusters Score -462001.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -462001.281250 Penalty: 2737.722412
	Iteration 97F: 3 clusters Score -462001.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -544836.875000 Penalty: 1393.971802
	Iteration 0F: 2 clusters Score -544836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -540656.562500 Penalty: 2787.943604
	Iteration 0F: 3 clusters Score -540656.6 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -541899.062500 Penalty: 2787.943604
	Iteration 1F: 3 clusters Score -541899.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -542299.937500 Penalty: 2787.943604
	Iteration 2F: 3 clusters Score -542299.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -542679.062500 Penalty: 2787.943604
	Iteration 3F: 3 clusters Score -542679.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -543036.875000 Penalty: 2787.943604
	Iteration 4F: 3 clusters Score -543036.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -543386.500000 Penalty: 2787.943604
	Iteration 5F: 3 clusters Score -543386.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -543661.312500 Penalty: 2787.943604
	Iteration 6F: 3 clusters Score -543661.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -543850.250000 Penalty: 2787.943604
	Iteration 7Q: 3 clusters Score -543850.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -543981.875000 Penalty: 2787.943604
	Iteration 8Q: 3 clusters Score -543981.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -544062.625000 Penalty: 2787.943604
	Iteration 9Q: 3 clusters Score -544062.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -544119.250000 Penalty: 2787.943604
	Iteration 10Q: 3 clusters Score -544119.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -544155.250000 Penalty: 2787.943604
	Iteration 11Q: 3 clusters Score -544155.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -544169.812500 Penalty: 2787.943604
	Iteration 12Q: 3 clusters Score -544169.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -544178.187500 Penalty: 2787.943604
	Iteration 13Q: 3 clusters Score -544178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -544184.625000 Penalty: 2787.943604
	Iteration 14Q: 3 clusters Score -544184.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -544191.750000 Penalty: 2787.943604
	Iteration 15Q: 3 clusters Score -544191.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -544195.812500 Penalty: 2787.943604
	Iteration 16Q: 3 clusters Score -544195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -544198.062500 Penalty: 2787.943604
	Iteration 17Q: 3 clusters Score -544198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -544197.500000 Penalty: 2787.943604
	Iteration 18Q: 3 clusters Score -544197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -544197.500000 Penalty: 2787.943604
	Iteration 19F: 3 clusters Score -544197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (59107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Entering Unmasked Estep 
Score: -6107424.500000 Penalty: 1785.404419
	Iteration 0F: 2 clusters Score -6107424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -6067919.500000 Penalty: 3570.808838
	Iteration 0F: 3 clusters Score -6067920 nChanged 27814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -6084336.000000 Penalty: 3570.808838
	Iteration 1F: 3 clusters Score -6084336 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -6085355.500000 Penalty: 3570.808838
	Iteration 2Q: 3 clusters Score -6085356 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -6086710.500000 Penalty: 3570.808838
	Iteration 3F: 3 clusters Score -6086710 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -6088674.000000 Penalty: 3570.808838
	Iteration 4F: 3 clusters Score -6088674 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -6091211.500000 Penalty: 3570.808838
	Iteration 5F: 3 clusters Score -6091212 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -6093977.500000 Penalty: 3570.808838
	Iteration 6F: 3 clusters Score -6093978 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -6096640.500000 Penalty: 3570.808838
	Iteration 7F: 3 clusters Score -6096640 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -6098779.000000 Penalty: 3570.808838
	Iteration 8Q: 3 clusters Score -6098779 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -6100096.500000 Penalty: 3570.808838
	Iteration 9Q: 3 clusters Score -6100096 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6100915.000000 Penalty: 3570.808838
	Iteration 10Q: 3 clusters Score -6100915 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -6101407.000000 Penalty: 3570.808838
	Iteration 11Q: 3 clusters Score -6101407 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -6101916.500000 Penalty: 3570.808838
	Iteration 12Q: 3 clusters Score -6101916 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -6102379.500000 Penalty: 3570.808838
	Iteration 13Q: 3 clusters Score -6102380 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -6102872.500000 Penalty: 3570.808838
	Iteration 14Q: 3 clusters Score -6102872 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6103293.500000 Penalty: 3570.808838
	Iteration 15Q: 3 clusters Score -6103294 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6103722.500000 Penalty: 3570.808838
	Iteration 16Q: 3 clusters Score -6103722 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -6104037.000000 Penalty: 3570.808838
	Iteration 17Q: 3 clusters Score -6104037 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6104341.500000 Penalty: 3570.808838
	Iteration 18Q: 3 clusters Score -6104342 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -6104627.000000 Penalty: 3570.808838
	Iteration 19Q: 3 clusters Score -6104627 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -6104897.000000 Penalty: 3570.808838
	Iteration 20F: 3 clusters Score -6104897 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -6105137.000000 Penalty: 3570.808838
	Iteration 21Q: 3 clusters Score -6105137 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -6105398.500000 Penalty: 3570.808838
	Iteration 22Q: 3 clusters Score -6105398 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -6105629.500000 Penalty: 3570.808838
	Iteration 23Q: 3 clusters Score -6105630 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -6105815.000000 Penalty: 3570.808838
	Iteration 24Q: 3 clusters Score -6105815 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -6106005.000000 Penalty: 3570.808838
	Iteration 25Q: 3 clusters Score -6106005 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6106204.000000 Penalty: 3570.808838
	Iteration 26Q: 3 clusters Score -6106204 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -6106389.000000 Penalty: 3570.808838
	Iteration 27Q: 3 clusters Score -6106389 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -6106601.500000 Penalty: 3570.808838
	Iteration 28Q: 3 clusters Score -6106602 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -6106796.000000 Penalty: 3570.808838
	Iteration 29Q: 3 clusters Score -6106796 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -6106905.000000 Penalty: 3570.808838
	Iteration 30Q: 3 clusters Score -6106905 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -6107019.500000 Penalty: 3570.808838
	Iteration 31Q: 3 clusters Score -6107020 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -6107043.000000 Penalty: 3570.808838
	Iteration 32Q: 3 clusters Score -6107043 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -6107076.500000 Penalty: 3570.808838
	Iteration 33Q: 3 clusters Score -6107076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -6107108.000000 Penalty: 3570.808838
	Iteration 34Q: 3 clusters Score -6107108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -6107097.500000 Penalty: 3570.808838
	Iteration 35Q: 3 clusters Score -6107098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -6107119.000000 Penalty: 3570.808838
	Iteration 36Q: 3 clusters Score -6107119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -6107123.500000 Penalty: 3570.808838
	Iteration 37Q: 3 clusters Score -6107124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -6107132.000000 Penalty: 3570.808838
	Iteration 38Q: 3 clusters Score -6107132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -6107134.500000 Penalty: 3570.808838
	Iteration 39Q: 3 clusters Score -6107134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -6107157.500000 Penalty: 3570.808838
	Iteration 40F: 3 clusters Score -6107158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -6107166.000000 Penalty: 3570.808838
	Iteration 41Q: 3 clusters Score -6107166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -6107165.500000 Penalty: 3570.808838
	Iteration 42Q: 3 clusters Score -6107166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -6107182.000000 Penalty: 3570.808838
	Iteration 43Q: 3 clusters Score -6107182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -6107174.500000 Penalty: 3570.808838
	Iteration 44Q: 3 clusters Score -6107174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -6107173.000000 Penalty: 3570.808838
	Iteration 45Q: 3 clusters Score -6107173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -6107175.500000 Penalty: 3570.808838
	Iteration 46Q: 3 clusters Score -6107176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -6107178.000000 Penalty: 3570.808838
	Iteration 47Q: 3 clusters Score -6107178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -6107182.000000 Penalty: 3570.808838
	Iteration 48Q: 3 clusters Score -6107182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -6107182.000000 Penalty: 3570.808838
	Iteration 49F: 3 clusters Score -6107182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (178326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178326 members 
Entering Unmasked Estep 
Score: -19306278.000000 Penalty: 1964.847412
	Iteration 0F: 2 clusters Score -1.930628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -19206228.000000 Penalty: 3929.694824
	Iteration 0F: 3 clusters Score -1.920623e+07 nChanged 86327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -19258010.000000 Penalty: 3929.694824
	Iteration 1F: 3 clusters Score -1.925801e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -19259348.000000 Penalty: 3929.694824
	Iteration 2Q: 3 clusters Score -1.925935e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -19261822.000000 Penalty: 3929.694824
	Iteration 3Q: 3 clusters Score -1.926182e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -19265678.000000 Penalty: 3929.694824
	Iteration 4F: 3 clusters Score -1.926568e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -19272222.000000 Penalty: 3929.694824
	Iteration 5F: 3 clusters Score -1.927222e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 140796 members 
Entering Unmasked Estep 
Score: -19280820.000000 Penalty: 3929.694824
	Iteration 6F: 3 clusters Score -1.928082e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -19289144.000000 Penalty: 3929.694824
	Iteration 7F: 3 clusters Score -1.928914e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 162682 members 
Entering Unmasked Estep 
Score: -19296720.000000 Penalty: 3929.694824
	Iteration 8F: 3 clusters Score -1.929672e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 169336 members 
Entering Unmasked Estep 
Score: -19301722.000000 Penalty: 3929.694824
	Iteration 9Q: 3 clusters Score -1.930172e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 173514 members 
Entering Unmasked Estep 
Score: -19303656.000000 Penalty: 3929.694824
	Iteration 10Q: 3 clusters Score -1.930366e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -19304196.000000 Penalty: 3929.694824
	Iteration 11Q: 3 clusters Score -1.93042e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 177082 members 
Entering Unmasked Estep 
Score: -19304416.000000 Penalty: 3929.694824
	Iteration 12Q: 3 clusters Score -1.930442e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 177621 members 
Entering Unmasked Estep 
Score: -19304442.000000 Penalty: 3929.694824
	Iteration 13Q: 3 clusters Score -1.930444e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 177880 members 
Entering Unmasked Estep 
Score: -19304494.000000 Penalty: 3929.694824
	Iteration 14Q: 3 clusters Score -1.930449e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -19304522.000000 Penalty: 3929.694824
	Iteration 15Q: 3 clusters Score -1.930452e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 178030 members 
Entering Unmasked Estep 
Score: -19304572.000000 Penalty: 3929.694824
	Iteration 16Q: 3 clusters Score -1.930457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 178051 members 
Entering Unmasked Estep 
Score: -19304604.000000 Penalty: 3929.694824
	Iteration 17Q: 3 clusters Score -1.93046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 178057 members 
Entering Unmasked Estep 
Score: -19304614.000000 Penalty: 3929.694824
	Iteration 18Q: 3 clusters Score -1.930461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -19304612.000000 Penalty: 3929.694824
	Iteration 19Q: 3 clusters Score -1.930461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 178060 members 
Entering Unmasked Estep 
Score: -19304622.000000 Penalty: 3929.694824
	Iteration 20F: 3 clusters Score -1.930462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -19304630.000000 Penalty: 3929.694824
	Iteration 21Q: 3 clusters Score -1.930463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 178060 members 
Entering Unmasked Estep 
Score: -19304642.000000 Penalty: 3929.694824
	Iteration 22Q: 3 clusters Score -1.930464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 178064 members 
Entering Unmasked Estep 
Score: -19304640.000000 Penalty: 3929.694824
	Iteration 23Q: 3 clusters Score -1.930464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 178068 members 
Entering Unmasked Estep 
Score: -19304642.000000 Penalty: 3929.694824
	Iteration 24Q: 3 clusters Score -1.930464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178070 members 
Entering Unmasked Estep 
Score: -19304654.000000 Penalty: 3929.694824
	Iteration 25Q: 3 clusters Score -1.930465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 178076 members 
Entering Unmasked Estep 
Score: -19304644.000000 Penalty: 3929.694824
	Iteration 26Q: 3 clusters Score -1.930464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 178076 members 
Entering Unmasked Estep 
Score: -19304666.000000 Penalty: 3929.694824
	Iteration 27Q: 3 clusters Score -1.930467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 178076 members 
Entering Unmasked Estep 
Score: -19304666.000000 Penalty: 3929.694824
	Iteration 28F: 3 clusters Score -1.930467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (103030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Entering Unmasked Estep 
Score: -11055135.000000 Penalty: 1875.700928
	Iteration 0F: 2 clusters Score -1.105514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -10986766.000000 Penalty: 3751.401855
	Iteration 0F: 3 clusters Score -1.098677e+07 nChanged 49190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -11014507.000000 Penalty: 3751.401855
	Iteration 1F: 3 clusters Score -1.101451e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -11015193.000000 Penalty: 3751.401855
	Iteration 2Q: 3 clusters Score -1.101519e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -11016126.000000 Penalty: 3751.401855
	Iteration 3Q: 3 clusters Score -1.101613e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -11017928.000000 Penalty: 3751.401855
	Iteration 4Q: 3 clusters Score -1.101793e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -11021618.000000 Penalty: 3751.401855
	Iteration 5F: 3 clusters Score -1.102162e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -11028219.000000 Penalty: 3751.401855
	Iteration 6F: 3 clusters Score -1.102822e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -11038070.000000 Penalty: 3751.401855
	Iteration 7F: 3 clusters Score -1.103807e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -11047439.000000 Penalty: 3751.401855
	Iteration 8F: 3 clusters Score -1.104744e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -11051913.000000 Penalty: 3751.401855
	Iteration 9Q: 3 clusters Score -1.105191e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -11053023.000000 Penalty: 3751.401855
	Iteration 10Q: 3 clusters Score -1.105302e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -11053285.000000 Penalty: 3751.401855
	Iteration 11Q: 3 clusters Score -1.105328e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 102892 members 
Entering Unmasked Estep 
Score: -11053389.000000 Penalty: 3751.401855
	Iteration 12Q: 3 clusters Score -1.105339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -11053433.000000 Penalty: 3751.401855
	Iteration 13Q: 3 clusters Score -1.105343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -11053450.000000 Penalty: 3751.401855
	Iteration 14Q: 3 clusters Score -1.105345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -11053464.000000 Penalty: 3751.401855
	Iteration 15Q: 3 clusters Score -1.105346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -11053469.000000 Penalty: 3751.401855
	Iteration 16Q: 3 clusters Score -1.105347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -11053476.000000 Penalty: 3751.401855
	Iteration 17Q: 3 clusters Score -1.105348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -11053479.000000 Penalty: 3751.401855
	Iteration 18Q: 3 clusters Score -1.105348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -11053484.000000 Penalty: 3751.401855
	Iteration 19Q: 3 clusters Score -1.105348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -11053484.000000 Penalty: 3751.401855
	Iteration 20F: 3 clusters Score -1.105348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (175250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Entering Unmasked Estep 
Score: -18532208.000000 Penalty: 1962.019897
	Iteration 0F: 2 clusters Score -1.853221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -18414390.000000 Penalty: 3924.039795
	Iteration 0F: 3 clusters Score -1.841439e+07 nChanged 84788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -18465388.000000 Penalty: 3924.039795
	Iteration 1F: 3 clusters Score -1.846539e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -18466576.000000 Penalty: 3924.039795
	Iteration 2Q: 3 clusters Score -1.846658e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -18468166.000000 Penalty: 3924.039795
	Iteration 3Q: 3 clusters Score -1.846817e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -18469872.000000 Penalty: 3924.039795
	Iteration 4Q: 3 clusters Score -1.846987e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -18472012.000000 Penalty: 3924.039795
	Iteration 5Q: 3 clusters Score -1.847201e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -18475224.000000 Penalty: 3924.039795
	Iteration 6Q: 3 clusters Score -1.847522e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -18479592.000000 Penalty: 3924.039795
	Iteration 7Q: 3 clusters Score -1.847959e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 92824 members 
Entering Unmasked Estep 
Score: -18486066.000000 Penalty: 3924.039795
	Iteration 8F: 3 clusters Score -1.848607e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -18493062.000000 Penalty: 3924.039795
	Iteration 9F: 3 clusters Score -1.849306e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -18497770.000000 Penalty: 3924.039795
	Iteration 10F: 3 clusters Score -1.849777e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -18499734.000000 Penalty: 3924.039795
	Iteration 11Q: 3 clusters Score -1.849973e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -18500422.000000 Penalty: 3924.039795
	Iteration 12Q: 3 clusters Score -1.850042e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -18500838.000000 Penalty: 3924.039795
	Iteration 13Q: 3 clusters Score -1.850084e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 104374 members 
Entering Unmasked Estep 
Score: -18501204.000000 Penalty: 3924.039795
	Iteration 14Q: 3 clusters Score -1.85012e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -18501514.000000 Penalty: 3924.039795
	Iteration 15Q: 3 clusters Score -1.850151e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -18501796.000000 Penalty: 3924.039795
	Iteration 16Q: 3 clusters Score -1.85018e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -18502122.000000 Penalty: 3924.039795
	Iteration 17Q: 3 clusters Score -1.850212e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 112820 members 
Entering Unmasked Estep 
Score: -18502592.000000 Penalty: 3924.039795
	Iteration 18Q: 3 clusters Score -1.850259e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 115345 members 
Entering Unmasked Estep 
Score: -18503158.000000 Penalty: 3924.039795
	Iteration 19Q: 3 clusters Score -1.850316e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 118212 members 
Entering Unmasked Estep 
Score: -18503788.000000 Penalty: 3924.039795
	Iteration 20F: 3 clusters Score -1.850379e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 121323 members 
Entering Unmasked Estep 
Score: -18504694.000000 Penalty: 3924.039795
	Iteration 21Q: 3 clusters Score -1.850469e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -18505608.000000 Penalty: 3924.039795
	Iteration 22Q: 3 clusters Score -1.850561e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -18506610.000000 Penalty: 3924.039795
	Iteration 23Q: 3 clusters Score -1.850661e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 132047 members 
Entering Unmasked Estep 
Score: -18507928.000000 Penalty: 3924.039795
	Iteration 24Q: 3 clusters Score -1.850793e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -18509312.000000 Penalty: 3924.039795
	Iteration 25Q: 3 clusters Score -1.850931e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 139837 members 
Entering Unmasked Estep 
Score: -18510804.000000 Penalty: 3924.039795
	Iteration 26Q: 3 clusters Score -1.85108e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 143753 members 
Entering Unmasked Estep 
Score: -18512406.000000 Penalty: 3924.039795
	Iteration 27Q: 3 clusters Score -1.851241e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 147670 members 
Entering Unmasked Estep 
Score: -18514298.000000 Penalty: 3924.039795
	Iteration 28Q: 3 clusters Score -1.85143e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -18516120.000000 Penalty: 3924.039795
	Iteration 29Q: 3 clusters Score -1.851612e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -18517998.000000 Penalty: 3924.039795
	Iteration 30Q: 3 clusters Score -1.8518e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -18520060.000000 Penalty: 3924.039795
	Iteration 31Q: 3 clusters Score -1.852006e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -18522068.000000 Penalty: 3924.039795
	Iteration 32Q: 3 clusters Score -1.852207e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -18524064.000000 Penalty: 3924.039795
	Iteration 33Q: 3 clusters Score -1.852406e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -18525666.000000 Penalty: 3924.039795
	Iteration 34Q: 3 clusters Score -1.852567e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18527288.000000 Penalty: 3924.039795
	Iteration 35Q: 3 clusters Score -1.852729e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -18528310.000000 Penalty: 3924.039795
	Iteration 36Q: 3 clusters Score -1.852831e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -18529120.000000 Penalty: 3924.039795
	Iteration 37Q: 3 clusters Score -1.852912e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 173069 members 
Entering Unmasked Estep 
Score: -18529784.000000 Penalty: 3924.039795
	Iteration 38Q: 3 clusters Score -1.852978e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 173624 members 
Entering Unmasked Estep 
Score: -18530180.000000 Penalty: 3924.039795
	Iteration 39Q: 3 clusters Score -1.853018e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -18530434.000000 Penalty: 3924.039795
	Iteration 40F: 3 clusters Score -1.853043e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 174133 members 
Entering Unmasked Estep 
Score: -18530610.000000 Penalty: 3924.039795
	Iteration 41Q: 3 clusters Score -1.853061e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 174249 members 
Entering Unmasked Estep 
Score: -18530686.000000 Penalty: 3924.039795
	Iteration 42Q: 3 clusters Score -1.853069e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -18530714.000000 Penalty: 3924.039795
	Iteration 43Q: 3 clusters Score -1.853071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 174369 members 
Entering Unmasked Estep 
Score: -18530744.000000 Penalty: 3924.039795
	Iteration 44Q: 3 clusters Score -1.853074e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -18530776.000000 Penalty: 3924.039795
	Iteration 45Q: 3 clusters Score -1.853078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -18530786.000000 Penalty: 3924.039795
	Iteration 46Q: 3 clusters Score -1.853079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -18530792.000000 Penalty: 3924.039795
	Iteration 47Q: 3 clusters Score -1.853079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 174450 members 
Entering Unmasked Estep 
Score: -18530812.000000 Penalty: 3924.039795
	Iteration 48Q: 3 clusters Score -1.853081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 174453 members 
Entering Unmasked Estep 
Score: -18530824.000000 Penalty: 3924.039795
	Iteration 49Q: 3 clusters Score -1.853082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -18530828.000000 Penalty: 3924.039795
	Iteration 50Q: 3 clusters Score -1.853083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 174470 members 
Entering Unmasked Estep 
Score: -18530836.000000 Penalty: 3924.039795
	Iteration 51Q: 3 clusters Score -1.853084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -18530832.000000 Penalty: 3924.039795
	Iteration 52Q: 3 clusters Score -1.853083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 174486 members 
Entering Unmasked Estep 
Score: -18530838.000000 Penalty: 3924.039795
	Iteration 53Q: 3 clusters Score -1.853084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 174489 members 
Entering Unmasked Estep 
Score: -18530842.000000 Penalty: 3924.039795
	Iteration 54Q: 3 clusters Score -1.853084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 174491 members 
Entering Unmasked Estep 
Score: -18530842.000000 Penalty: 3924.039795
	Iteration 55Q: 3 clusters Score -1.853084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 174494 members 
Entering Unmasked Estep 
Score: -18530844.000000 Penalty: 3924.039795
	Iteration 56Q: 3 clusters Score -1.853084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 174493 members 
Entering Unmasked Estep 
Score: -18530850.000000 Penalty: 3924.039795
	Iteration 57Q: 3 clusters Score -1.853085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -18530846.000000 Penalty: 3924.039795
	Iteration 58Q: 3 clusters Score -1.853085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 174497 members 
Entering Unmasked Estep 
Score: -18530856.000000 Penalty: 3924.039795
	Iteration 59Q: 3 clusters Score -1.853086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -18530852.000000 Penalty: 3924.039795
	Iteration 60F: 3 clusters Score -1.853085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 174502 members 
Entering Unmasked Estep 
Score: -18530858.000000 Penalty: 3924.039795
	Iteration 61Q: 3 clusters Score -1.853086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 174504 members 
Entering Unmasked Estep 
Score: -18530866.000000 Penalty: 3924.039795
	Iteration 62Q: 3 clusters Score -1.853087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 174508 members 
Entering Unmasked Estep 
Score: -18530866.000000 Penalty: 3924.039795
	Iteration 63Q: 3 clusters Score -1.853087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 174508 members 
Entering Unmasked Estep 
Score: -18530868.000000 Penalty: 3924.039795
	Iteration 64Q: 3 clusters Score -1.853087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 174509 members 
Entering Unmasked Estep 
Score: -18530866.000000 Penalty: 3924.039795
	Iteration 65Q: 3 clusters Score -1.853087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 174509 members 
Entering Unmasked Estep 
Score: -18530866.000000 Penalty: 3924.039795
	Iteration 66F: 3 clusters Score -1.853087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12042.261719 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -12042.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11378.953125 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -11378.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11518.976562 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -11518.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11611.257812 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -11611.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11657.131836 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -11657.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11701.097656 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -11701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11713.509766 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -11713.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11720.362305 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -11720.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11720.362305 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -11720.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -11520.966797 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -11520.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10980.781250 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -10980.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11231.685547 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -11231.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11319.965820 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -11319.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11347.065430 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -11347.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11355.956055 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -11355.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11364.175781 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -11364.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11365.405273 Penalty: 1708.686035
	Iteration 6Q: 3 clusters Score -11365.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11368.286133 Penalty: 1708.686035
	Iteration 7Q: 3 clusters Score -11368.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11368.286133 Penalty: 1708.686035
	Iteration 8F: 3 clusters Score -11368.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Entering Unmasked Estep 
Score: -855843.062500 Penalty: 1462.558472
	Iteration 0F: 2 clusters Score -855843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -849884.875000 Penalty: 2925.116943
	Iteration 0F: 3 clusters Score -849884.9 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -851653.875000 Penalty: 2925.116943
	Iteration 1F: 3 clusters Score -851653.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -851806.687500 Penalty: 2925.116943
	Iteration 2Q: 3 clusters Score -851806.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -851937.375000 Penalty: 2925.116943
	Iteration 3Q: 3 clusters Score -851937.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -852064.812500 Penalty: 2925.116943
	Iteration 4Q: 3 clusters Score -852064.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -852173.437500 Penalty: 2925.116943
	Iteration 5Q: 3 clusters Score -852173.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -852293.750000 Penalty: 2925.116943
	Iteration 6Q: 3 clusters Score -852293.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -852432.187500 Penalty: 2925.116943
	Iteration 7Q: 3 clusters Score -852432.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -852609.125000 Penalty: 2925.116943
	Iteration 8Q: 3 clusters Score -852609.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -852822.875000 Penalty: 2925.116943
	Iteration 9Q: 3 clusters Score -852822.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -853083.812500 Penalty: 2925.116943
	Iteration 10Q: 3 clusters Score -853083.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -853376.000000 Penalty: 2925.116943
	Iteration 11Q: 3 clusters Score -853376 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -853652.062500 Penalty: 2925.116943
	Iteration 12Q: 3 clusters Score -853652.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -853844.750000 Penalty: 2925.116943
	Iteration 13Q: 3 clusters Score -853844.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -854010.187500 Penalty: 2925.116943
	Iteration 14Q: 3 clusters Score -854010.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -854155.687500 Penalty: 2925.116943
	Iteration 15Q: 3 clusters Score -854155.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -854264.875000 Penalty: 2925.116943
	Iteration 16Q: 3 clusters Score -854264.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -854344.000000 Penalty: 2925.116943
	Iteration 17Q: 3 clusters Score -854344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -854406.750000 Penalty: 2925.116943
	Iteration 18Q: 3 clusters Score -854406.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -854465.750000 Penalty: 2925.116943
	Iteration 19Q: 3 clusters Score -854465.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -854516.625000 Penalty: 2925.116943
	Iteration 20F: 3 clusters Score -854516.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -854549.125000 Penalty: 2925.116943
	Iteration 21Q: 3 clusters Score -854549.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -854578.562500 Penalty: 2925.116943
	Iteration 22Q: 3 clusters Score -854578.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -854617.687500 Penalty: 2925.116943
	Iteration 23Q: 3 clusters Score -854617.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -854640.250000 Penalty: 2925.116943
	Iteration 24Q: 3 clusters Score -854640.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -854664.312500 Penalty: 2925.116943
	Iteration 25Q: 3 clusters Score -854664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -854676.562500 Penalty: 2925.116943
	Iteration 26Q: 3 clusters Score -854676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -854683.625000 Penalty: 2925.116943
	Iteration 27Q: 3 clusters Score -854683.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -854688.625000 Penalty: 2925.116943
	Iteration 28Q: 3 clusters Score -854688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -854692.375000 Penalty: 2925.116943
	Iteration 29Q: 3 clusters Score -854692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -854697.812500 Penalty: 2925.116943
	Iteration 30Q: 3 clusters Score -854697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -854700.125000 Penalty: 2925.116943
	Iteration 31Q: 3 clusters Score -854700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -854701.875000 Penalty: 2925.116943
	Iteration 32Q: 3 clusters Score -854701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -854707.437500 Penalty: 2925.116943
	Iteration 33Q: 3 clusters Score -854707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -854711.500000 Penalty: 2925.116943
	Iteration 34Q: 3 clusters Score -854711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -854716.750000 Penalty: 2925.116943
	Iteration 35Q: 3 clusters Score -854716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -854717.250000 Penalty: 2925.116943
	Iteration 36Q: 3 clusters Score -854717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -854722.812500 Penalty: 2925.116943
	Iteration 37Q: 3 clusters Score -854722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -854723.062500 Penalty: 2925.116943
	Iteration 38Q: 3 clusters Score -854723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -854723.062500 Penalty: 2925.116943
	Iteration 39F: 3 clusters Score -854723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -9237.994141 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -9237.994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8633.155273 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -8633.155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8676.478516 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -8676.479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8688.724609 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -8688.725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8698.967773 Penalty: 1594.214355
	Iteration 3Q: 3 clusters Score -8698.968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8704.714844 Penalty: 1594.214355
	Iteration 4Q: 3 clusters Score -8704.715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8704.714844 Penalty: 1594.214355
	Iteration 5F: 3 clusters Score -8704.715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -281253.718750 Penalty: 1278.963989
	Iteration 0F: 2 clusters Score -281253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -278742.281250 Penalty: 2557.927979
	Iteration 0F: 3 clusters Score -278742.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -279336.843750 Penalty: 2557.927979
	Iteration 1F: 3 clusters Score -279336.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -279482.406250 Penalty: 2557.927979
	Iteration 2F: 3 clusters Score -279482.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -279550.718750 Penalty: 2557.927979
	Iteration 3Q: 3 clusters Score -279550.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -279596.625000 Penalty: 2557.927979
	Iteration 4Q: 3 clusters Score -279596.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -279632.718750 Penalty: 2557.927979
	Iteration 5Q: 3 clusters Score -279632.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279654.343750 Penalty: 2557.927979
	Iteration 6Q: 3 clusters Score -279654.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -279671.593750 Penalty: 2557.927979
	Iteration 7Q: 3 clusters Score -279671.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -279681.218750 Penalty: 2557.927979
	Iteration 8Q: 3 clusters Score -279681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -279688.968750 Penalty: 2557.927979
	Iteration 9Q: 3 clusters Score -279689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -279694.750000 Penalty: 2557.927979
	Iteration 10Q: 3 clusters Score -279694.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -279701.625000 Penalty: 2557.927979
	Iteration 11Q: 3 clusters Score -279701.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -279708.750000 Penalty: 2557.927979
	Iteration 12Q: 3 clusters Score -279708.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -279718.812500 Penalty: 2557.927979
	Iteration 13Q: 3 clusters Score -279718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -279727.093750 Penalty: 2557.927979
	Iteration 14Q: 3 clusters Score -279727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -279735.718750 Penalty: 2557.927979
	Iteration 15Q: 3 clusters Score -279735.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -279744.468750 Penalty: 2557.927979
	Iteration 16Q: 3 clusters Score -279744.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279755.156250 Penalty: 2557.927979
	Iteration 17Q: 3 clusters Score -279755.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -279762.718750 Penalty: 2557.927979
	Iteration 18Q: 3 clusters Score -279762.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -279769.968750 Penalty: 2557.927979
	Iteration 19Q: 3 clusters Score -279770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -279779.437500 Penalty: 2557.927979
	Iteration 20F: 3 clusters Score -279779.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -279786.750000 Penalty: 2557.927979
	Iteration 21Q: 3 clusters Score -279786.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -279794.625000 Penalty: 2557.927979
	Iteration 22Q: 3 clusters Score -279794.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279803.531250 Penalty: 2557.927979
	Iteration 23Q: 3 clusters Score -279803.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -279816.937500 Penalty: 2557.927979
	Iteration 24Q: 3 clusters Score -279816.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -279827.250000 Penalty: 2557.927979
	Iteration 25Q: 3 clusters Score -279827.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -279842.593750 Penalty: 2557.927979
	Iteration 26Q: 3 clusters Score -279842.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279853.500000 Penalty: 2557.927979
	Iteration 27Q: 3 clusters Score -279853.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -279866.312500 Penalty: 2557.927979
	Iteration 28Q: 3 clusters Score -279866.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279878.187500 Penalty: 2557.927979
	Iteration 29Q: 3 clusters Score -279878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279884.281250 Penalty: 2557.927979
	Iteration 30Q: 3 clusters Score -279884.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279893.093750 Penalty: 2557.927979
	Iteration 31Q: 3 clusters Score -279893.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -279900.906250 Penalty: 2557.927979
	Iteration 32Q: 3 clusters Score -279900.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -279908.687500 Penalty: 2557.927979
	Iteration 33Q: 3 clusters Score -279908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -279915.281250 Penalty: 2557.927979
	Iteration 34Q: 3 clusters Score -279915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279919.656250 Penalty: 2557.927979
	Iteration 35Q: 3 clusters Score -279919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -279922.281250 Penalty: 2557.927979
	Iteration 36Q: 3 clusters Score -279922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -279923.843750 Penalty: 2557.927979
	Iteration 37Q: 3 clusters Score -279923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -279925.375000 Penalty: 2557.927979
	Iteration 38Q: 3 clusters Score -279925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -279927.375000 Penalty: 2557.927979
	Iteration 39Q: 3 clusters Score -279927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -279929.750000 Penalty: 2557.927979
	Iteration 40F: 3 clusters Score -279929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279932.125000 Penalty: 2557.927979
	Iteration 41Q: 3 clusters Score -279932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -279934.406250 Penalty: 2557.927979
	Iteration 42Q: 3 clusters Score -279934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279935.906250 Penalty: 2557.927979
	Iteration 43Q: 3 clusters Score -279935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279937.125000 Penalty: 2557.927979
	Iteration 44Q: 3 clusters Score -279937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -279938.968750 Penalty: 2557.927979
	Iteration 45Q: 3 clusters Score -279939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -279940.875000 Penalty: 2557.927979
	Iteration 46Q: 3 clusters Score -279940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -279942.218750 Penalty: 2557.927979
	Iteration 47Q: 3 clusters Score -279942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279945.031250 Penalty: 2557.927979
	Iteration 48Q: 3 clusters Score -279945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279946.843750 Penalty: 2557.927979
	Iteration 49Q: 3 clusters Score -279946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -279946.843750 Penalty: 2557.927979
	Iteration 50Q: 3 clusters Score -279946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -279947.562500 Penalty: 2557.927979
	Iteration 51Q: 3 clusters Score -279947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -279949.343750 Penalty: 2557.927979
	Iteration 52Q: 3 clusters Score -279949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -279949.562500 Penalty: 2557.927979
	Iteration 53Q: 3 clusters Score -279949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -279951.687500 Penalty: 2557.927979
	Iteration 54Q: 3 clusters Score -279951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -279952.062500 Penalty: 2557.927979
	Iteration 55Q: 3 clusters Score -279952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -279952.062500 Penalty: 2557.927979
	Iteration 56F: 3 clusters Score -279952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110100 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178326 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043528.000000 Penalty: 96348.648438
Iteration 239Q: 44 clusters Score -1.010435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110099 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178327 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043504.000000 Penalty: 96348.648438
Iteration 240F: 44 clusters Score -1.010435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110100 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178326 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043504.000000 Penalty: 96348.648438
Iteration 241Q: 44 clusters Score -1.010435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110099 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178326 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043512.000000 Penalty: 96348.648438
Iteration 242Q: 44 clusters Score -1.010435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110098 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178326 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043512.000000 Penalty: 96348.648438
Iteration 243Q: 44 clusters Score -1.010435e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110098 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178325 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043488.000000 Penalty: 96348.648438
Iteration 244Q: 44 clusters Score -1.010435e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110096 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178325 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043504.000000 Penalty: 96348.648438
Iteration 245Q: 44 clusters Score -1.010435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110095 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178325 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043504.000000 Penalty: 96348.648438
Iteration 246Q: 44 clusters Score -1.010435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110096 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178324 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043512.000000 Penalty: 96348.648438
Iteration 247Q: 44 clusters Score -1.010435e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110096 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178324 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101043512.000000 Penalty: 96348.648438
Iteration 248F: 44 clusters Score -1.010435e+08 nChanged 0
Entering ConstructFrom: 
Score: -101043512.000000 Penalty: 96348.648438
Entering ConstructFrom: 
Trying to split cluster 1 (17744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Entering Unmasked Estep 
Score: -1934234.375000 Penalty: 1589.868042
	Iteration 0F: 2 clusters Score -1934234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1921980.000000 Penalty: 3179.736084
	Iteration 0F: 3 clusters Score -1921980 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1926473.750000 Penalty: 3179.736084
	Iteration 1F: 3 clusters Score -1926474 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1926872.750000 Penalty: 3179.736084
	Iteration 2F: 3 clusters Score -1926873 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1927305.375000 Penalty: 3179.736084
	Iteration 3F: 3 clusters Score -1927305 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1927828.875000 Penalty: 3179.736084
	Iteration 4F: 3 clusters Score -1927829 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1928415.375000 Penalty: 3179.736084
	Iteration 5F: 3 clusters Score -1928415 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1929066.000000 Penalty: 3179.736084
	Iteration 6F: 3 clusters Score -1929066 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1929846.250000 Penalty: 3179.736084
	Iteration 7F: 3 clusters Score -1929846 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1930590.125000 Penalty: 3179.736084
	Iteration 8F: 3 clusters Score -1930590 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1931275.625000 Penalty: 3179.736084
	Iteration 9Q: 3 clusters Score -1931276 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1931742.125000 Penalty: 3179.736084
	Iteration 10Q: 3 clusters Score -1931742 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1932021.750000 Penalty: 3179.736084
	Iteration 11Q: 3 clusters Score -1932022 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1932179.750000 Penalty: 3179.736084
	Iteration 12Q: 3 clusters Score -1932180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1932290.500000 Penalty: 3179.736084
	Iteration 13Q: 3 clusters Score -1932290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1932353.625000 Penalty: 3179.736084
	Iteration 14Q: 3 clusters Score -1932354 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1932413.000000 Penalty: 3179.736084
	Iteration 15Q: 3 clusters Score -1932413 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1932459.250000 Penalty: 3179.736084
	Iteration 16Q: 3 clusters Score -1932459 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1932492.750000 Penalty: 3179.736084
	Iteration 17Q: 3 clusters Score -1932493 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1932525.875000 Penalty: 3179.736084
	Iteration 18Q: 3 clusters Score -1932526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1932569.375000 Penalty: 3179.736084
	Iteration 19Q: 3 clusters Score -1932569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1932598.500000 Penalty: 3179.736084
	Iteration 20F: 3 clusters Score -1932598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1932627.500000 Penalty: 3179.736084
	Iteration 21Q: 3 clusters Score -1932628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1932645.875000 Penalty: 3179.736084
	Iteration 22Q: 3 clusters Score -1932646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1932674.625000 Penalty: 3179.736084
	Iteration 23Q: 3 clusters Score -1932675 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1932704.125000 Penalty: 3179.736084
	Iteration 24Q: 3 clusters Score -1932704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1932726.750000 Penalty: 3179.736084
	Iteration 25Q: 3 clusters Score -1932727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1932737.375000 Penalty: 3179.736084
	Iteration 26Q: 3 clusters Score -1932737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1932757.125000 Penalty: 3179.736084
	Iteration 27Q: 3 clusters Score -1932757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1932771.625000 Penalty: 3179.736084
	Iteration 28Q: 3 clusters Score -1932772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1932785.750000 Penalty: 3179.736084
	Iteration 29Q: 3 clusters Score -1932786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1932790.500000 Penalty: 3179.736084
	Iteration 30Q: 3 clusters Score -1932790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1932796.125000 Penalty: 3179.736084
	Iteration 31Q: 3 clusters Score -1932796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1932807.625000 Penalty: 3179.736084
	Iteration 32Q: 3 clusters Score -1932808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1932808.375000 Penalty: 3179.736084
	Iteration 33Q: 3 clusters Score -1932808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1932808.250000 Penalty: 3179.736084
	Iteration 34Q: 3 clusters Score -1932808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1932811.500000 Penalty: 3179.736084
	Iteration 35Q: 3 clusters Score -1932812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1932814.750000 Penalty: 3179.736084
	Iteration 36Q: 3 clusters Score -1932815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1932815.375000 Penalty: 3179.736084
	Iteration 37Q: 3 clusters Score -1932815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1932814.000000 Penalty: 3179.736084
	Iteration 38Q: 3 clusters Score -1932814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1932816.375000 Penalty: 3179.736084
	Iteration 39Q: 3 clusters Score -1932816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1932817.625000 Penalty: 3179.736084
	Iteration 40F: 3 clusters Score -1932818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1932818.500000 Penalty: 3179.736084
	Iteration 41Q: 3 clusters Score -1932818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1932818.375000 Penalty: 3179.736084
	Iteration 42Q: 3 clusters Score -1932818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1932818.375000 Penalty: 3179.736084
	Iteration 43F: 3 clusters Score -1932818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1130385.500000 Penalty: 1503.006714
	Iteration 0F: 2 clusters Score -1130386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1122962.750000 Penalty: 3006.013428
	Iteration 0F: 3 clusters Score -1122963 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1125405.125000 Penalty: 3006.013428
	Iteration 1F: 3 clusters Score -1125405 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1125723.000000 Penalty: 3006.013428
	Iteration 2F: 3 clusters Score -1125723 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1126003.625000 Penalty: 3006.013428
	Iteration 3F: 3 clusters Score -1126004 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1126302.625000 Penalty: 3006.013428
	Iteration 4F: 3 clusters Score -1126303 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1126651.000000 Penalty: 3006.013428
	Iteration 5F: 3 clusters Score -1126651 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1127050.250000 Penalty: 3006.013428
	Iteration 6F: 3 clusters Score -1127050 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1127495.000000 Penalty: 3006.013428
	Iteration 7F: 3 clusters Score -1127495 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1127911.125000 Penalty: 3006.013428
	Iteration 8F: 3 clusters Score -1127911 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1128276.750000 Penalty: 3006.013428
	Iteration 9Q: 3 clusters Score -1128277 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1128564.500000 Penalty: 3006.013428
	Iteration 10Q: 3 clusters Score -1128564 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1128738.000000 Penalty: 3006.013428
	Iteration 11Q: 3 clusters Score -1128738 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1128840.875000 Penalty: 3006.013428
	Iteration 12Q: 3 clusters Score -1128841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1128908.375000 Penalty: 3006.013428
	Iteration 13Q: 3 clusters Score -1128908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1128961.250000 Penalty: 3006.013428
	Iteration 14Q: 3 clusters Score -1128961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1129001.625000 Penalty: 3006.013428
	Iteration 15Q: 3 clusters Score -1129002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1129049.125000 Penalty: 3006.013428
	Iteration 16Q: 3 clusters Score -1129049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1129093.875000 Penalty: 3006.013428
	Iteration 17Q: 3 clusters Score -1129094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1129141.125000 Penalty: 3006.013428
	Iteration 18Q: 3 clusters Score -1129141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1129166.000000 Penalty: 3006.013428
	Iteration 19Q: 3 clusters Score -1129166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1129178.625000 Penalty: 3006.013428
	Iteration 20F: 3 clusters Score -1129179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1129187.500000 Penalty: 3006.013428
	Iteration 21Q: 3 clusters Score -1129188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1129196.625000 Penalty: 3006.013428
	Iteration 22Q: 3 clusters Score -1129197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1129198.125000 Penalty: 3006.013428
	Iteration 23Q: 3 clusters Score -1129198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1129197.500000 Penalty: 3006.013428
	Iteration 24Q: 3 clusters Score -1129198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1129197.375000 Penalty: 3006.013428
	Iteration 25Q: 3 clusters Score -1129197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1129200.875000 Penalty: 3006.013428
	Iteration 26Q: 3 clusters Score -1129201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1129200.500000 Penalty: 3006.013428
	Iteration 27Q: 3 clusters Score -1129200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1129201.375000 Penalty: 3006.013428
	Iteration 28Q: 3 clusters Score -1129201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1129206.750000 Penalty: 3006.013428
	Iteration 29Q: 3 clusters Score -1129207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1129210.500000 Penalty: 3006.013428
	Iteration 30Q: 3 clusters Score -1129210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1129210.375000 Penalty: 3006.013428
	Iteration 31Q: 3 clusters Score -1129210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1129210.375000 Penalty: 3006.013428
	Iteration 32F: 3 clusters Score -1129210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -55046.714844 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -55046.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53871.066406 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53871.07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54201.875000 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -54201.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54404.316406 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54404.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54537.007812 Penalty: 2107.506592
	Iteration 3F: 3 clusters Score -54537.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54614.089844 Penalty: 2107.506592
	Iteration 4F: 3 clusters Score -54614.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54670.894531 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54670.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54692.480469 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54692.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54705.511719 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54705.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54716.507812 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54716.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54726.730469 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -54726.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54738.785156 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -54738.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54751.691406 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -54751.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54755.015625 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -54755.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54760.167969 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -54760.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54765.878906 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -54765.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54766.851562 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -54766.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54767.414062 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -54767.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54767.414062 Penalty: 2107.506592
	Iteration 17F: 3 clusters Score -54767.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Entering Unmasked Estep 
Score: -9702834.000000 Penalty: 1852.205444
	Iteration 0F: 2 clusters Score -9702834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -9642937.000000 Penalty: 3704.410889
	Iteration 0F: 3 clusters Score -9642937 nChanged 42718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -9667109.000000 Penalty: 3704.410889
	Iteration 1F: 3 clusters Score -9667109 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -9667530.000000 Penalty: 3704.410889
	Iteration 2Q: 3 clusters Score -9667530 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -9668004.000000 Penalty: 3704.410889
	Iteration 3Q: 3 clusters Score -9668004 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -9668771.000000 Penalty: 3704.410889
	Iteration 4Q: 3 clusters Score -9668771 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -9670167.000000 Penalty: 3704.410889
	Iteration 5Q: 3 clusters Score -9670167 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -9672821.000000 Penalty: 3704.410889
	Iteration 6F: 3 clusters Score -9672821 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -9677456.000000 Penalty: 3704.410889
	Iteration 7F: 3 clusters Score -9677456 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -9684490.000000 Penalty: 3704.410889
	Iteration 8F: 3 clusters Score -9684490 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -9692330.000000 Penalty: 3704.410889
	Iteration 9F: 3 clusters Score -9692330 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -9697729.000000 Penalty: 3704.410889
	Iteration 10F: 3 clusters Score -9697729 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9700039.000000 Penalty: 3704.410889
	Iteration 11Q: 3 clusters Score -9700039 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9700875.000000 Penalty: 3704.410889
	Iteration 12Q: 3 clusters Score -9700875 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9701140.000000 Penalty: 3704.410889
	Iteration 13Q: 3 clusters Score -9701140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9701245.000000 Penalty: 3704.410889
	Iteration 14Q: 3 clusters Score -9701245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9701266.000000 Penalty: 3704.410889
	Iteration 15Q: 3 clusters Score -9701266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9701288.000000 Penalty: 3704.410889
	Iteration 16Q: 3 clusters Score -9701288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9701297.000000 Penalty: 3704.410889
	Iteration 17Q: 3 clusters Score -9701297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9701306.000000 Penalty: 3704.410889
	Iteration 18Q: 3 clusters Score -9701306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9701308.000000 Penalty: 3704.410889
	Iteration 19Q: 3 clusters Score -9701308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9701309.000000 Penalty: 3704.410889
	Iteration 20F: 3 clusters Score -9701309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9701319.000000 Penalty: 3704.410889
	Iteration 21Q: 3 clusters Score -9701319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9701328.000000 Penalty: 3704.410889
	Iteration 22Q: 3 clusters Score -9701328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9701326.000000 Penalty: 3704.410889
	Iteration 23Q: 3 clusters Score -9701326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9701325.000000 Penalty: 3704.410889
	Iteration 24Q: 3 clusters Score -9701325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9701329.000000 Penalty: 3704.410889
	Iteration 25Q: 3 clusters Score -9701329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9701329.000000 Penalty: 3704.410889
	Iteration 26F: 3 clusters Score -9701329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -590545.687500 Penalty: 1406.359009
	Iteration 0F: 2 clusters Score -590545.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -586105.562500 Penalty: 2812.718018
	Iteration 0F: 3 clusters Score -586105.6 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -587322.000000 Penalty: 2812.718018
	Iteration 1F: 3 clusters Score -587322 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -587485.687500 Penalty: 2812.718018
	Iteration 2F: 3 clusters Score -587485.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -587594.125000 Penalty: 2812.718018
	Iteration 3Q: 3 clusters Score -587594.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -587686.937500 Penalty: 2812.718018
	Iteration 4Q: 3 clusters Score -587686.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -587767.937500 Penalty: 2812.718018
	Iteration 5Q: 3 clusters Score -587767.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -587846.062500 Penalty: 2812.718018
	Iteration 6Q: 3 clusters Score -587846.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -587916.625000 Penalty: 2812.718018
	Iteration 7Q: 3 clusters Score -587916.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -588001.937500 Penalty: 2812.718018
	Iteration 8Q: 3 clusters Score -588001.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -588107.750000 Penalty: 2812.718018
	Iteration 9Q: 3 clusters Score -588107.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -588231.062500 Penalty: 2812.718018
	Iteration 10Q: 3 clusters Score -588231.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -588421.062500 Penalty: 2812.718018
	Iteration 11Q: 3 clusters Score -588421.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -588626.437500 Penalty: 2812.718018
	Iteration 12Q: 3 clusters Score -588626.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -588823.875000 Penalty: 2812.718018
	Iteration 13Q: 3 clusters Score -588823.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -588988.500000 Penalty: 2812.718018
	Iteration 14Q: 3 clusters Score -588988.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -589102.500000 Penalty: 2812.718018
	Iteration 15Q: 3 clusters Score -589102.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -589168.937500 Penalty: 2812.718018
	Iteration 16Q: 3 clusters Score -589168.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -589212.750000 Penalty: 2812.718018
	Iteration 17Q: 3 clusters Score -589212.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -589248.875000 Penalty: 2812.718018
	Iteration 18Q: 3 clusters Score -589248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -589268.187500 Penalty: 2812.718018
	Iteration 19Q: 3 clusters Score -589268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -589280.125000 Penalty: 2812.718018
	Iteration 20F: 3 clusters Score -589280.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -589291.375000 Penalty: 2812.718018
	Iteration 21Q: 3 clusters Score -589291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -589304.062500 Penalty: 2812.718018
	Iteration 22Q: 3 clusters Score -589304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -589314.687500 Penalty: 2812.718018
	Iteration 23Q: 3 clusters Score -589314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -589319.187500 Penalty: 2812.718018
	Iteration 24Q: 3 clusters Score -589319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -589324.312500 Penalty: 2812.718018
	Iteration 25Q: 3 clusters Score -589324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -589332.875000 Penalty: 2812.718018
	Iteration 26Q: 3 clusters Score -589332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -589340.750000 Penalty: 2812.718018
	Iteration 27Q: 3 clusters Score -589340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -589347.062500 Penalty: 2812.718018
	Iteration 28Q: 3 clusters Score -589347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -589349.750000 Penalty: 2812.718018
	Iteration 29Q: 3 clusters Score -589349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -589352.187500 Penalty: 2812.718018
	Iteration 30Q: 3 clusters Score -589352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -589354.500000 Penalty: 2812.718018
	Iteration 31Q: 3 clusters Score -589354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -589357.812500 Penalty: 2812.718018
	Iteration 32Q: 3 clusters Score -589357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -589357.812500 Penalty: 2812.718018
	Iteration 33F: 3 clusters Score -589357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Entering Unmasked Estep 
Score: -1136282.000000 Penalty: 1517.429810
	Iteration 0F: 2 clusters Score -1136282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1128149.750000 Penalty: 3034.859619
	Iteration 0F: 3 clusters Score -1128150 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1130878.000000 Penalty: 3034.859619
	Iteration 1F: 3 clusters Score -1130878 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1131150.000000 Penalty: 3034.859619
	Iteration 2F: 3 clusters Score -1131150 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1131364.875000 Penalty: 3034.859619
	Iteration 3F: 3 clusters Score -1131365 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1131541.125000 Penalty: 3034.859619
	Iteration 4Q: 3 clusters Score -1131541 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1131691.250000 Penalty: 3034.859619
	Iteration 5Q: 3 clusters Score -1131691 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1131847.000000 Penalty: 3034.859619
	Iteration 6Q: 3 clusters Score -1131847 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1131991.000000 Penalty: 3034.859619
	Iteration 7Q: 3 clusters Score -1131991 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1132117.500000 Penalty: 3034.859619
	Iteration 8Q: 3 clusters Score -1132118 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1132205.000000 Penalty: 3034.859619
	Iteration 9Q: 3 clusters Score -1132205 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1132288.875000 Penalty: 3034.859619
	Iteration 10Q: 3 clusters Score -1132289 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1132376.125000 Penalty: 3034.859619
	Iteration 11Q: 3 clusters Score -1132376 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1132458.000000 Penalty: 3034.859619
	Iteration 12Q: 3 clusters Score -1132458 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1132561.875000 Penalty: 3034.859619
	Iteration 13Q: 3 clusters Score -1132562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1132707.625000 Penalty: 3034.859619
	Iteration 14Q: 3 clusters Score -1132708 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1132880.000000 Penalty: 3034.859619
	Iteration 15Q: 3 clusters Score -1132880 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1133068.750000 Penalty: 3034.859619
	Iteration 16Q: 3 clusters Score -1133069 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1133296.250000 Penalty: 3034.859619
	Iteration 17Q: 3 clusters Score -1133296 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1133554.750000 Penalty: 3034.859619
	Iteration 18Q: 3 clusters Score -1133555 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1133833.250000 Penalty: 3034.859619
	Iteration 19Q: 3 clusters Score -1133833 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1134068.125000 Penalty: 3034.859619
	Iteration 20F: 3 clusters Score -1134068 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1134249.875000 Penalty: 3034.859619
	Iteration 21Q: 3 clusters Score -1134250 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1134381.125000 Penalty: 3034.859619
	Iteration 22Q: 3 clusters Score -1134381 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1134511.625000 Penalty: 3034.859619
	Iteration 23Q: 3 clusters Score -1134512 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1134609.500000 Penalty: 3034.859619
	Iteration 24Q: 3 clusters Score -1134610 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1134702.875000 Penalty: 3034.859619
	Iteration 25Q: 3 clusters Score -1134703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1134786.875000 Penalty: 3034.859619
	Iteration 26Q: 3 clusters Score -1134787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1134867.625000 Penalty: 3034.859619
	Iteration 27Q: 3 clusters Score -1134868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1134928.250000 Penalty: 3034.859619
	Iteration 28Q: 3 clusters Score -1134928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1134976.000000 Penalty: 3034.859619
	Iteration 29Q: 3 clusters Score -1134976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1134994.875000 Penalty: 3034.859619
	Iteration 30Q: 3 clusters Score -1134995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1135012.000000 Penalty: 3034.859619
	Iteration 31Q: 3 clusters Score -1135012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1135029.500000 Penalty: 3034.859619
	Iteration 32Q: 3 clusters Score -1135030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1135036.875000 Penalty: 3034.859619
	Iteration 33Q: 3 clusters Score -1135037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1135058.125000 Penalty: 3034.859619
	Iteration 34Q: 3 clusters Score -1135058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1135069.875000 Penalty: 3034.859619
	Iteration 35Q: 3 clusters Score -1135070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1135078.125000 Penalty: 3034.859619
	Iteration 36Q: 3 clusters Score -1135078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1135087.875000 Penalty: 3034.859619
	Iteration 37Q: 3 clusters Score -1135088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1135101.875000 Penalty: 3034.859619
	Iteration 38Q: 3 clusters Score -1135102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1135117.125000 Penalty: 3034.859619
	Iteration 39Q: 3 clusters Score -1135117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1135132.250000 Penalty: 3034.859619
	Iteration 40F: 3 clusters Score -1135132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1135137.250000 Penalty: 3034.859619
	Iteration 41Q: 3 clusters Score -1135137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1135145.875000 Penalty: 3034.859619
	Iteration 42Q: 3 clusters Score -1135146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1135154.125000 Penalty: 3034.859619
	Iteration 43Q: 3 clusters Score -1135154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1135160.625000 Penalty: 3034.859619
	Iteration 44Q: 3 clusters Score -1135161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1135165.250000 Penalty: 3034.859619
	Iteration 45Q: 3 clusters Score -1135165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1135168.750000 Penalty: 3034.859619
	Iteration 46Q: 3 clusters Score -1135169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1135171.250000 Penalty: 3034.859619
	Iteration 47Q: 3 clusters Score -1135171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1135171.250000 Penalty: 3034.859619
	Iteration 48F: 3 clusters Score -1135171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1037822.875000 Penalty: 1499.627075
	Iteration 0F: 2 clusters Score -1037823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1030536.250000 Penalty: 2999.254150
	Iteration 0F: 3 clusters Score -1030536 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1032896.500000 Penalty: 2999.254150
	Iteration 1F: 3 clusters Score -1032896 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1033151.687500 Penalty: 2999.254150
	Iteration 2F: 3 clusters Score -1033152 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1033365.937500 Penalty: 2999.254150
	Iteration 3Q: 3 clusters Score -1033366 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1033549.437500 Penalty: 2999.254150
	Iteration 4Q: 3 clusters Score -1033549 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1033685.812500 Penalty: 2999.254150
	Iteration 5Q: 3 clusters Score -1033686 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1033800.500000 Penalty: 2999.254150
	Iteration 6Q: 3 clusters Score -1033800 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1033907.875000 Penalty: 2999.254150
	Iteration 7Q: 3 clusters Score -1033908 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1034002.625000 Penalty: 2999.254150
	Iteration 8Q: 3 clusters Score -1034003 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1034110.562500 Penalty: 2999.254150
	Iteration 9Q: 3 clusters Score -1034111 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1034242.187500 Penalty: 2999.254150
	Iteration 10Q: 3 clusters Score -1034242 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1034394.437500 Penalty: 2999.254150
	Iteration 11Q: 3 clusters Score -1034394 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1034529.000000 Penalty: 2999.254150
	Iteration 12Q: 3 clusters Score -1034529 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1034663.187500 Penalty: 2999.254150
	Iteration 13Q: 3 clusters Score -1034663 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1034777.625000 Penalty: 2999.254150
	Iteration 14Q: 3 clusters Score -1034778 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1034867.000000 Penalty: 2999.254150
	Iteration 15Q: 3 clusters Score -1034867 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1034941.375000 Penalty: 2999.254150
	Iteration 16Q: 3 clusters Score -1034941 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1035017.375000 Penalty: 2999.254150
	Iteration 17Q: 3 clusters Score -1035017 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1035091.937500 Penalty: 2999.254150
	Iteration 18Q: 3 clusters Score -1035092 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1035165.187500 Penalty: 2999.254150
	Iteration 19Q: 3 clusters Score -1035165 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1035245.500000 Penalty: 2999.254150
	Iteration 20F: 3 clusters Score -1035246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1035329.687500 Penalty: 2999.254150
	Iteration 21Q: 3 clusters Score -1035330 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1035426.437500 Penalty: 2999.254150
	Iteration 22Q: 3 clusters Score -1035426 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1035536.687500 Penalty: 2999.254150
	Iteration 23Q: 3 clusters Score -1035537 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1035655.687500 Penalty: 2999.254150
	Iteration 24Q: 3 clusters Score -1035656 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1035780.625000 Penalty: 2999.254150
	Iteration 25Q: 3 clusters Score -1035781 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1035903.000000 Penalty: 2999.254150
	Iteration 26Q: 3 clusters Score -1035903 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1036024.437500 Penalty: 2999.254150
	Iteration 27Q: 3 clusters Score -1036024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1036133.437500 Penalty: 2999.254150
	Iteration 28Q: 3 clusters Score -1036133 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1036223.312500 Penalty: 2999.254150
	Iteration 29Q: 3 clusters Score -1036223 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1036298.375000 Penalty: 2999.254150
	Iteration 30Q: 3 clusters Score -1036298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1036374.125000 Penalty: 2999.254150
	Iteration 31Q: 3 clusters Score -1036374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1036430.375000 Penalty: 2999.254150
	Iteration 32Q: 3 clusters Score -1036430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1036468.562500 Penalty: 2999.254150
	Iteration 33Q: 3 clusters Score -1036469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1036492.125000 Penalty: 2999.254150
	Iteration 34Q: 3 clusters Score -1036492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1036500.187500 Penalty: 2999.254150
	Iteration 35Q: 3 clusters Score -1036500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1036506.812500 Penalty: 2999.254150
	Iteration 36Q: 3 clusters Score -1036507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1036516.875000 Penalty: 2999.254150
	Iteration 37Q: 3 clusters Score -1036517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1036530.687500 Penalty: 2999.254150
	Iteration 38Q: 3 clusters Score -1036531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1036538.437500 Penalty: 2999.254150
	Iteration 39Q: 3 clusters Score -1036538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1036547.375000 Penalty: 2999.254150
	Iteration 40F: 3 clusters Score -1036547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1036552.375000 Penalty: 2999.254150
	Iteration 41Q: 3 clusters Score -1036552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1036556.812500 Penalty: 2999.254150
	Iteration 42Q: 3 clusters Score -1036557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1036561.875000 Penalty: 2999.254150
	Iteration 43Q: 3 clusters Score -1036562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1036562.375000 Penalty: 2999.254150
	Iteration 44Q: 3 clusters Score -1036562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1036563.875000 Penalty: 2999.254150
	Iteration 45Q: 3 clusters Score -1036564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1036563.875000 Penalty: 2999.254150
	Iteration 46F: 3 clusters Score -1036564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -167862.546875 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -167862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -165901.593750 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -165901.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -166592.625000 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -166592.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -166958.375000 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -166958.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -167379.484375 Penalty: 2449.145020
	Iteration 3F: 3 clusters Score -167379.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -167900.156250 Penalty: 2449.145020
	Iteration 4F: 3 clusters Score -167900.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168185.265625 Penalty: 2449.145020
	Iteration 5F: 3 clusters Score -168185.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -168302.578125 Penalty: 2449.145020
	Iteration 6F: 3 clusters Score -168302.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168350.734375 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -168350.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168372.406250 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -168372.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -168382.296875 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -168382.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -168389.843750 Penalty: 2449.145020
	Iteration 10Q: 3 clusters Score -168389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168390.750000 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -168390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168391.515625 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -168391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168391.484375 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -168391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168391.484375 Penalty: 2449.145020
	Iteration 14F: 3 clusters Score -168391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 89160 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 110096 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 14214 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 5315 members 
Mstep: Class 35 contains 59107 members 
Mstep: Class 36 contains 178324 members 
Mstep: Class 37 contains 103030 members 
Mstep: Class 38 contains 175250 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 8106 members 
Mstep: Class 42 contains 135 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 702 members 
Entering Unmasked Estep 
Score: -101042936.000000 Penalty: 98589.312500
Splitting cluster 8 changes total score from -101043512.000000 to -101042936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1092777.125000 Penalty: 1514.237915
	Iteration 0F: 2 clusters Score -1092777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1085007.625000 Penalty: 3028.475830
	Iteration 0F: 3 clusters Score -1085008 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1088093.125000 Penalty: 3028.475830
	Iteration 1F: 3 clusters Score -1088093 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1088783.500000 Penalty: 3028.475830
	Iteration 2F: 3 clusters Score -1088784 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1089445.125000 Penalty: 3028.475830
	Iteration 3F: 3 clusters Score -1089445 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1090003.750000 Penalty: 3028.475830
	Iteration 4F: 3 clusters Score -1090004 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1090474.625000 Penalty: 3028.475830
	Iteration 5F: 3 clusters Score -1090475 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1090853.375000 Penalty: 3028.475830
	Iteration 6Q: 3 clusters Score -1090853 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1091112.750000 Penalty: 3028.475830
	Iteration 7Q: 3 clusters Score -1091113 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1091265.125000 Penalty: 3028.475830
	Iteration 8Q: 3 clusters Score -1091265 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1091371.750000 Penalty: 3028.475830
	Iteration 9Q: 3 clusters Score -1091372 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1091462.125000 Penalty: 3028.475830
	Iteration 10Q: 3 clusters Score -1091462 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1091531.625000 Penalty: 3028.475830
	Iteration 11Q: 3 clusters Score -1091532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1091604.125000 Penalty: 3028.475830
	Iteration 12Q: 3 clusters Score -1091604 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1091684.500000 Penalty: 3028.475830
	Iteration 13Q: 3 clusters Score -1091684 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1091845.375000 Penalty: 3028.475830
	Iteration 14Q: 3 clusters Score -1091845 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1092041.375000 Penalty: 3028.475830
	Iteration 15Q: 3 clusters Score -1092041 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1092197.750000 Penalty: 3028.475830
	Iteration 16Q: 3 clusters Score -1092198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1092300.250000 Penalty: 3028.475830
	Iteration 17Q: 3 clusters Score -1092300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1092356.125000 Penalty: 3028.475830
	Iteration 18Q: 3 clusters Score -1092356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1092386.125000 Penalty: 3028.475830
	Iteration 19Q: 3 clusters Score -1092386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1092407.750000 Penalty: 3028.475830
	Iteration 20F: 3 clusters Score -1092408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1092421.875000 Penalty: 3028.475830
	Iteration 21Q: 3 clusters Score -1092422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1092433.250000 Penalty: 3028.475830
	Iteration 22Q: 3 clusters Score -1092433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1092435.875000 Penalty: 3028.475830
	Iteration 23Q: 3 clusters Score -1092436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1092439.875000 Penalty: 3028.475830
	Iteration 24Q: 3 clusters Score -1092440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1092444.375000 Penalty: 3028.475830
	Iteration 25Q: 3 clusters Score -1092444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1092449.875000 Penalty: 3028.475830
	Iteration 26Q: 3 clusters Score -1092450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1092458.375000 Penalty: 3028.475830
	Iteration 27Q: 3 clusters Score -1092458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1092464.375000 Penalty: 3028.475830
	Iteration 28Q: 3 clusters Score -1092464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1092469.625000 Penalty: 3028.475830
	Iteration 29Q: 3 clusters Score -1092470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1092476.500000 Penalty: 3028.475830
	Iteration 30Q: 3 clusters Score -1092476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1092479.375000 Penalty: 3028.475830
	Iteration 31Q: 3 clusters Score -1092479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1092484.375000 Penalty: 3028.475830
	Iteration 32Q: 3 clusters Score -1092484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1092489.250000 Penalty: 3028.475830
	Iteration 33Q: 3 clusters Score -1092489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1092489.250000 Penalty: 3028.475830
	Iteration 34Q: 3 clusters Score -1092489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1092490.500000 Penalty: 3028.475830
	Iteration 35Q: 3 clusters Score -1092490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1092491.125000 Penalty: 3028.475830
	Iteration 36Q: 3 clusters Score -1092491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1092492.625000 Penalty: 3028.475830
	Iteration 37Q: 3 clusters Score -1092493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1092492.000000 Penalty: 3028.475830
	Iteration 38Q: 3 clusters Score -1092492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1092494.000000 Penalty: 3028.475830
	Iteration 39Q: 3 clusters Score -1092494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1092494.125000 Penalty: 3028.475830
	Iteration 40F: 3 clusters Score -1092494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -120283.367188 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -120283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118752.203125 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -118752.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119051.617188 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -119051.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119125.820312 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -119125.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119166.148438 Penalty: 2284.165527
	Iteration 3Q: 3 clusters Score -119166.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119185.296875 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -119185.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119201.382812 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -119201.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119215.898438 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -119215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119225.304688 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -119225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119228.242188 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -119228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119229.937500 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -119229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119232.937500 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -119232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119238.960938 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -119239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119241.500000 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -119241.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119246.585938 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -119246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119248.531250 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -119248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119252.648438 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -119252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119255.937500 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -119255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119257.835938 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -119257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119260.531250 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -119260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119262.531250 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -119262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119262.906250 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -119262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Entering Unmasked Estep 
Score: -1475492.875000 Penalty: 1547.694702
	Iteration 0F: 2 clusters Score -1475493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1465883.750000 Penalty: 3095.389404
	Iteration 0F: 3 clusters Score -1465884 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1469125.000000 Penalty: 3095.389404
	Iteration 1F: 3 clusters Score -1469125 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1469386.625000 Penalty: 3095.389404
	Iteration 2F: 3 clusters Score -1469387 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1469634.500000 Penalty: 3095.389404
	Iteration 3F: 3 clusters Score -1469634 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1469879.250000 Penalty: 3095.389404
	Iteration 4Q: 3 clusters Score -1469879 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1470166.375000 Penalty: 3095.389404
	Iteration 5Q: 3 clusters Score -1470166 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1470540.250000 Penalty: 3095.389404
	Iteration 6Q: 3 clusters Score -1470540 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1471037.625000 Penalty: 3095.389404
	Iteration 7F: 3 clusters Score -1471038 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1471645.875000 Penalty: 3095.389404
	Iteration 8F: 3 clusters Score -1471646 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1472296.875000 Penalty: 3095.389404
	Iteration 9F: 3 clusters Score -1472297 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1472848.125000 Penalty: 3095.389404
	Iteration 10F: 3 clusters Score -1472848 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1473283.875000 Penalty: 3095.389404
	Iteration 11Q: 3 clusters Score -1473284 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1473624.875000 Penalty: 3095.389404
	Iteration 12Q: 3 clusters Score -1473625 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1473838.750000 Penalty: 3095.389404
	Iteration 13Q: 3 clusters Score -1473839 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1473980.000000 Penalty: 3095.389404
	Iteration 14Q: 3 clusters Score -1473980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1474080.875000 Penalty: 3095.389404
	Iteration 15Q: 3 clusters Score -1474081 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1474132.875000 Penalty: 3095.389404
	Iteration 16Q: 3 clusters Score -1474133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1474170.625000 Penalty: 3095.389404
	Iteration 17Q: 3 clusters Score -1474171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1474199.875000 Penalty: 3095.389404
	Iteration 18Q: 3 clusters Score -1474200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1474220.625000 Penalty: 3095.389404
	Iteration 19Q: 3 clusters Score -1474221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1474243.875000 Penalty: 3095.389404
	Iteration 20F: 3 clusters Score -1474244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1474261.375000 Penalty: 3095.389404
	Iteration 21Q: 3 clusters Score -1474261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1474276.250000 Penalty: 3095.389404
	Iteration 22Q: 3 clusters Score -1474276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1474287.125000 Penalty: 3095.389404
	Iteration 23Q: 3 clusters Score -1474287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1474293.750000 Penalty: 3095.389404
	Iteration 24Q: 3 clusters Score -1474294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1474303.000000 Penalty: 3095.389404
	Iteration 25Q: 3 clusters Score -1474303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1474305.125000 Penalty: 3095.389404
	Iteration 26Q: 3 clusters Score -1474305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1474311.875000 Penalty: 3095.389404
	Iteration 27Q: 3 clusters Score -1474312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1474316.625000 Penalty: 3095.389404
	Iteration 28Q: 3 clusters Score -1474317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1474318.750000 Penalty: 3095.389404
	Iteration 29Q: 3 clusters Score -1474319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1474320.375000 Penalty: 3095.389404
	Iteration 30Q: 3 clusters Score -1474320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1474325.000000 Penalty: 3095.389404
	Iteration 31Q: 3 clusters Score -1474325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1474327.000000 Penalty: 3095.389404
	Iteration 32Q: 3 clusters Score -1474327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1474328.125000 Penalty: 3095.389404
	Iteration 33Q: 3 clusters Score -1474328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1474328.125000 Penalty: 3095.389404
	Iteration 34F: 3 clusters Score -1474328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1545442.875000 Penalty: 1563.648071
	Iteration 0F: 2 clusters Score -1545443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1535051.500000 Penalty: 3127.296143
	Iteration 0F: 3 clusters Score -1535052 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1538697.250000 Penalty: 3127.296143
	Iteration 1F: 3 clusters Score -1538697 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1539082.625000 Penalty: 3127.296143
	Iteration 2F: 3 clusters Score -1539083 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1539491.000000 Penalty: 3127.296143
	Iteration 3F: 3 clusters Score -1539491 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1540046.875000 Penalty: 3127.296143
	Iteration 4F: 3 clusters Score -1540047 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1540750.000000 Penalty: 3127.296143
	Iteration 5F: 3 clusters Score -1540750 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1541623.750000 Penalty: 3127.296143
	Iteration 6F: 3 clusters Score -1541624 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1542472.625000 Penalty: 3127.296143
	Iteration 7F: 3 clusters Score -1542473 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1543137.875000 Penalty: 3127.296143
	Iteration 8Q: 3 clusters Score -1543138 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1543596.750000 Penalty: 3127.296143
	Iteration 9Q: 3 clusters Score -1543597 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1543852.250000 Penalty: 3127.296143
	Iteration 10Q: 3 clusters Score -1543852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1543972.750000 Penalty: 3127.296143
	Iteration 11Q: 3 clusters Score -1543973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1544023.625000 Penalty: 3127.296143
	Iteration 12Q: 3 clusters Score -1544024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1544071.875000 Penalty: 3127.296143
	Iteration 13Q: 3 clusters Score -1544072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1544095.625000 Penalty: 3127.296143
	Iteration 14Q: 3 clusters Score -1544096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1544107.250000 Penalty: 3127.296143
	Iteration 15Q: 3 clusters Score -1544107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1544108.125000 Penalty: 3127.296143
	Iteration 16Q: 3 clusters Score -1544108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1544108.125000 Penalty: 3127.296143
	Iteration 17F: 3 clusters Score -1544108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -503815.593750 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -503815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -500123.937500 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -500123.9 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -501170.531250 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -501170.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -501313.625000 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -501313.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -501396.843750 Penalty: 2740.069092
	Iteration 3Q: 3 clusters Score -501396.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -501467.437500 Penalty: 2740.069092
	Iteration 4Q: 3 clusters Score -501467.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -501514.125000 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -501514.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -501547.406250 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -501547.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -501572.906250 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -501572.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -501596.687500 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -501596.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -501618.781250 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -501618.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -501638.187500 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -501638.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -501654.343750 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -501654.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -501676.218750 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -501676.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -501700.500000 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -501700.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -501726.500000 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -501726.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -501761.000000 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -501761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -501789.250000 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -501789.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -501825.656250 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -501825.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -501861.968750 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -501862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -501904.000000 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -501904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -501957.500000 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -501957.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -502010.593750 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -502010.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -502064.125000 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -502064.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -502117.718750 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -502117.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -502170.593750 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -502170.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -502222.687500 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -502222.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -502269.562500 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -502269.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -502313.656250 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -502313.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -502352.625000 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -502352.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -502385.625000 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -502385.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -502418.875000 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -502418.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -502444.875000 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -502444.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -502474.343750 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -502474.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -502502.750000 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -502502.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -502528.937500 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -502528.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -502540.187500 Penalty: 2740.069092
	Iteration 35Q: 3 clusters Score -502540.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -502550.906250 Penalty: 2740.069092
	Iteration 36Q: 3 clusters Score -502550.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -502562.343750 Penalty: 2740.069092
	Iteration 37Q: 3 clusters Score -502562.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -502573.812500 Penalty: 2740.069092
	Iteration 38Q: 3 clusters Score -502573.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -502583.406250 Penalty: 2740.069092
	Iteration 39Q: 3 clusters Score -502583.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -502589.437500 Penalty: 2740.069092
	Iteration 40F: 3 clusters Score -502589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -502593.406250 Penalty: 2740.069092
	Iteration 41Q: 3 clusters Score -502593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -502595.656250 Penalty: 2740.069092
	Iteration 42Q: 3 clusters Score -502595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -502595.656250 Penalty: 2740.069092
	Iteration 43F: 3 clusters Score -502595.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -67034.960938 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -67034.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -65826.656250 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -65826.66 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66209.585938 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -66209.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -66370.156250 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -66370.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66449.312500 Penalty: 2142.293945
	Iteration 3F: 3 clusters Score -66449.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -66488.859375 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -66488.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66513.343750 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -66513.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -66533.679688 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -66533.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66539.593750 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -66539.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66542.390625 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -66542.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66542.390625 Penalty: 2142.293945
	Iteration 9F: 3 clusters Score -66542.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -146278.171875 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -146278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144479.484375 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -144479.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144863.421875 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -144863.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -144943.046875 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -144943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -145005.156250 Penalty: 2390.583252
	Iteration 3Q: 3 clusters Score -145005.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145059.875000 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -145059.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145126.703125 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -145126.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145190.890625 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -145190.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145245.562500 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -145245.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145310.171875 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -145310.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145343.562500 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -145343.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145370.312500 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -145370.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -145389.562500 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -145389.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145403.015625 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -145403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145415.859375 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -145415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145427.156250 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -145427.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145443.109375 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -145443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145453.765625 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -145453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145458.921875 Penalty: 2390.583252
	Iteration 17Q: 3 clusters Score -145458.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145464.750000 Penalty: 2390.583252
	Iteration 18Q: 3 clusters Score -145464.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145471.468750 Penalty: 2390.583252
	Iteration 19Q: 3 clusters Score -145471.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145482.953125 Penalty: 2390.583252
	Iteration 20F: 3 clusters Score -145483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145492.640625 Penalty: 2390.583252
	Iteration 21Q: 3 clusters Score -145492.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -145510.328125 Penalty: 2390.583252
	Iteration 22Q: 3 clusters Score -145510.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145526.390625 Penalty: 2390.583252
	Iteration 23Q: 3 clusters Score -145526.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145537.140625 Penalty: 2390.583252
	Iteration 24Q: 3 clusters Score -145537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145545.937500 Penalty: 2390.583252
	Iteration 25Q: 3 clusters Score -145545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145552.015625 Penalty: 2390.583252
	Iteration 26Q: 3 clusters Score -145552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -145557.328125 Penalty: 2390.583252
	Iteration 27Q: 3 clusters Score -145557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145558.093750 Penalty: 2390.583252
	Iteration 28Q: 3 clusters Score -145558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145558.093750 Penalty: 2390.583252
	Iteration 29F: 3 clusters Score -145558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Entering Unmasked Estep 
Score: -2519734.250000 Penalty: 1639.828491
	Iteration 0F: 2 clusters Score -2519734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2503388.250000 Penalty: 3279.656982
	Iteration 0F: 3 clusters Score -2503388 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2509470.750000 Penalty: 3279.656982
	Iteration 1F: 3 clusters Score -2509471 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2509826.500000 Penalty: 3279.656982
	Iteration 2Q: 3 clusters Score -2509826 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2510191.000000 Penalty: 3279.656982
	Iteration 3Q: 3 clusters Score -2510191 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2510651.000000 Penalty: 3279.656982
	Iteration 4Q: 3 clusters Score -2510651 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2511310.500000 Penalty: 3279.656982
	Iteration 5F: 3 clusters Score -2511310 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2512141.750000 Penalty: 3279.656982
	Iteration 6F: 3 clusters Score -2512142 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2513206.750000 Penalty: 3279.656982
	Iteration 7F: 3 clusters Score -2513207 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2514394.000000 Penalty: 3279.656982
	Iteration 8F: 3 clusters Score -2514394 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2515566.750000 Penalty: 3279.656982
	Iteration 9F: 3 clusters Score -2515567 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2516511.500000 Penalty: 3279.656982
	Iteration 10Q: 3 clusters Score -2516512 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2517200.750000 Penalty: 3279.656982
	Iteration 11Q: 3 clusters Score -2517201 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2517623.000000 Penalty: 3279.656982
	Iteration 12Q: 3 clusters Score -2517623 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2517876.750000 Penalty: 3279.656982
	Iteration 13Q: 3 clusters Score -2517877 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2518027.250000 Penalty: 3279.656982
	Iteration 14Q: 3 clusters Score -2518027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2518113.750000 Penalty: 3279.656982
	Iteration 15Q: 3 clusters Score -2518114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2518170.750000 Penalty: 3279.656982
	Iteration 16Q: 3 clusters Score -2518171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2518210.000000 Penalty: 3279.656982
	Iteration 17Q: 3 clusters Score -2518210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2518244.250000 Penalty: 3279.656982
	Iteration 18Q: 3 clusters Score -2518244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2518265.750000 Penalty: 3279.656982
	Iteration 19Q: 3 clusters Score -2518266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2518293.000000 Penalty: 3279.656982
	Iteration 20F: 3 clusters Score -2518293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2518302.000000 Penalty: 3279.656982
	Iteration 21Q: 3 clusters Score -2518302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2518310.250000 Penalty: 3279.656982
	Iteration 22Q: 3 clusters Score -2518310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2518314.000000 Penalty: 3279.656982
	Iteration 23Q: 3 clusters Score -2518314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2518318.250000 Penalty: 3279.656982
	Iteration 24Q: 3 clusters Score -2518318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2518317.500000 Penalty: 3279.656982
	Iteration 25Q: 3 clusters Score -2518318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2518317.500000 Penalty: 3279.656982
	Iteration 26F: 3 clusters Score -2518318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -232916.531250 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -232916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -230644.328125 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -230644.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -231170.796875 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -231170.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -231296.171875 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -231296.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -231368.281250 Penalty: 2507.415283
	Iteration 3Q: 3 clusters Score -231368.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -231417.500000 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -231417.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -231454.484375 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -231454.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -231477.406250 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -231477.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -231494.171875 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -231494.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -231511.109375 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -231511.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -231528.187500 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -231528.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -231536.765625 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -231536.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -231544.421875 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -231544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231548.906250 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -231548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -231554.468750 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -231554.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -231559.671875 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -231559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -231565.015625 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -231565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -231566.984375 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -231567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -231568.515625 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -231568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -231568.281250 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -231568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -231568.281250 Penalty: 2507.415283
	Iteration 19F: 3 clusters Score -231568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Entering Unmasked Estep 
Score: -2339986.500000 Penalty: 1623.826660
	Iteration 0F: 2 clusters Score -2339986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2325150.250000 Penalty: 3247.653320
	Iteration 0F: 3 clusters Score -2325150 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2330817.000000 Penalty: 3247.653320
	Iteration 1F: 3 clusters Score -2330817 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2331463.500000 Penalty: 3247.653320
	Iteration 2F: 3 clusters Score -2331464 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2332185.500000 Penalty: 3247.653320
	Iteration 3F: 3 clusters Score -2332186 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2332988.250000 Penalty: 3247.653320
	Iteration 4F: 3 clusters Score -2332988 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2333793.250000 Penalty: 3247.653320
	Iteration 5F: 3 clusters Score -2333793 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2334499.000000 Penalty: 3247.653320
	Iteration 6F: 3 clusters Score -2334499 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2335054.000000 Penalty: 3247.653320
	Iteration 7Q: 3 clusters Score -2335054 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2335520.750000 Penalty: 3247.653320
	Iteration 8Q: 3 clusters Score -2335521 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2335880.000000 Penalty: 3247.653320
	Iteration 9Q: 3 clusters Score -2335880 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2336168.500000 Penalty: 3247.653320
	Iteration 10Q: 3 clusters Score -2336168 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2336362.500000 Penalty: 3247.653320
	Iteration 11Q: 3 clusters Score -2336362 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2336540.000000 Penalty: 3247.653320
	Iteration 12Q: 3 clusters Score -2336540 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2336697.500000 Penalty: 3247.653320
	Iteration 13Q: 3 clusters Score -2336698 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2336826.000000 Penalty: 3247.653320
	Iteration 14Q: 3 clusters Score -2336826 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2336917.000000 Penalty: 3247.653320
	Iteration 15Q: 3 clusters Score -2336917 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2336992.750000 Penalty: 3247.653320
	Iteration 16Q: 3 clusters Score -2336993 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2337086.000000 Penalty: 3247.653320
	Iteration 17Q: 3 clusters Score -2337086 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2337184.500000 Penalty: 3247.653320
	Iteration 18Q: 3 clusters Score -2337184 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2337284.250000 Penalty: 3247.653320
	Iteration 19Q: 3 clusters Score -2337284 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2337391.500000 Penalty: 3247.653320
	Iteration 20F: 3 clusters Score -2337392 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2337514.000000 Penalty: 3247.653320
	Iteration 21Q: 3 clusters Score -2337514 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2337645.750000 Penalty: 3247.653320
	Iteration 22Q: 3 clusters Score -2337646 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2337797.000000 Penalty: 3247.653320
	Iteration 23Q: 3 clusters Score -2337797 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2337959.250000 Penalty: 3247.653320
	Iteration 24Q: 3 clusters Score -2337959 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2338139.250000 Penalty: 3247.653320
	Iteration 25Q: 3 clusters Score -2338139 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2338297.250000 Penalty: 3247.653320
	Iteration 26Q: 3 clusters Score -2338297 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2338490.000000 Penalty: 3247.653320
	Iteration 27Q: 3 clusters Score -2338490 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2338688.250000 Penalty: 3247.653320
	Iteration 28Q: 3 clusters Score -2338688 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2338867.000000 Penalty: 3247.653320
	Iteration 29Q: 3 clusters Score -2338867 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2339021.500000 Penalty: 3247.653320
	Iteration 30Q: 3 clusters Score -2339022 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2339149.250000 Penalty: 3247.653320
	Iteration 31Q: 3 clusters Score -2339149 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2339253.500000 Penalty: 3247.653320
	Iteration 32Q: 3 clusters Score -2339254 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2339355.000000 Penalty: 3247.653320
	Iteration 33Q: 3 clusters Score -2339355 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2339413.750000 Penalty: 3247.653320
	Iteration 34Q: 3 clusters Score -2339414 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2339449.750000 Penalty: 3247.653320
	Iteration 35Q: 3 clusters Score -2339450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2339469.750000 Penalty: 3247.653320
	Iteration 36Q: 3 clusters Score -2339470 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2339503.750000 Penalty: 3247.653320
	Iteration 37Q: 3 clusters Score -2339504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2339506.500000 Penalty: 3247.653320
	Iteration 38Q: 3 clusters Score -2339506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2339516.500000 Penalty: 3247.653320
	Iteration 39Q: 3 clusters Score -2339516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2339556.750000 Penalty: 3247.653320
	Iteration 40F: 3 clusters Score -2339557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2339577.000000 Penalty: 3247.653320
	Iteration 41Q: 3 clusters Score -2339577 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2339575.000000 Penalty: 3247.653320
	Iteration 42Q: 3 clusters Score -2339575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2339581.750000 Penalty: 3247.653320
	Iteration 43Q: 3 clusters Score -2339582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2339582.750000 Penalty: 3247.653320
	Iteration 44Q: 3 clusters Score -2339583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2339593.000000 Penalty: 3247.653320
	Iteration 45Q: 3 clusters Score -2339593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2339597.750000 Penalty: 3247.653320
	Iteration 46Q: 3 clusters Score -2339598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2339599.500000 Penalty: 3247.653320
	Iteration 47Q: 3 clusters Score -2339600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2339602.000000 Penalty: 3247.653320
	Iteration 48Q: 3 clusters Score -2339602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2339610.250000 Penalty: 3247.653320
	Iteration 49Q: 3 clusters Score -2339610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2339612.250000 Penalty: 3247.653320
	Iteration 50Q: 3 clusters Score -2339612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2339606.000000 Penalty: 3247.653320
	Iteration 51Q: 3 clusters Score -2339606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2339608.000000 Penalty: 3247.653320
	Iteration 52Q: 3 clusters Score -2339608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2339617.000000 Penalty: 3247.653320
	Iteration 53Q: 3 clusters Score -2339617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2339622.250000 Penalty: 3247.653320
	Iteration 54Q: 3 clusters Score -2339622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2339617.000000 Penalty: 3247.653320
	Iteration 55Q: 3 clusters Score -2339617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2339620.750000 Penalty: 3247.653320
	Iteration 56Q: 3 clusters Score -2339621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2339613.750000 Penalty: 3247.653320
	Iteration 57Q: 3 clusters Score -2339614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2339619.750000 Penalty: 3247.653320
	Iteration 58Q: 3 clusters Score -2339620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2339628.750000 Penalty: 3247.653320
	Iteration 59Q: 3 clusters Score -2339629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2339628.500000 Penalty: 3247.653320
	Iteration 60F: 3 clusters Score -2339628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2339627.750000 Penalty: 3247.653320
	Iteration 61Q: 3 clusters Score -2339628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2339630.000000 Penalty: 3247.653320
	Iteration 62Q: 3 clusters Score -2339630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2339633.750000 Penalty: 3247.653320
	Iteration 63Q: 3 clusters Score -2339634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2339630.750000 Penalty: 3247.653320
	Iteration 64Q: 3 clusters Score -2339631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2339632.250000 Penalty: 3247.653320
	Iteration 65Q: 3 clusters Score -2339632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2339632.250000 Penalty: 3247.653320
	Iteration 66Q: 3 clusters Score -2339632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2339632.500000 Penalty: 3247.653320
	Iteration 67Q: 3 clusters Score -2339632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2339636.250000 Penalty: 3247.653320
	Iteration 68Q: 3 clusters Score -2339636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2339635.000000 Penalty: 3247.653320
	Iteration 69Q: 3 clusters Score -2339635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2339634.750000 Penalty: 3247.653320
	Iteration 70Q: 3 clusters Score -2339635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2339640.000000 Penalty: 3247.653320
	Iteration 71Q: 3 clusters Score -2339640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2339641.500000 Penalty: 3247.653320
	Iteration 72Q: 3 clusters Score -2339642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2339641.500000 Penalty: 3247.653320
	Iteration 73F: 3 clusters Score -2339642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Entering Unmasked Estep 
Score: -2749999.250000 Penalty: 1652.063354
	Iteration 0F: 2 clusters Score -2749999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2732596.000000 Penalty: 3304.126709
	Iteration 0F: 3 clusters Score -2732596 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2739507.750000 Penalty: 3304.126709
	Iteration 1F: 3 clusters Score -2739508 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2740380.500000 Penalty: 3304.126709
	Iteration 2F: 3 clusters Score -2740380 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2741320.500000 Penalty: 3304.126709
	Iteration 3F: 3 clusters Score -2741320 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2742303.250000 Penalty: 3304.126709
	Iteration 4F: 3 clusters Score -2742303 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2743335.500000 Penalty: 3304.126709
	Iteration 5F: 3 clusters Score -2743336 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2744339.250000 Penalty: 3304.126709
	Iteration 6F: 3 clusters Score -2744339 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2745103.000000 Penalty: 3304.126709
	Iteration 7F: 3 clusters Score -2745103 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2745705.750000 Penalty: 3304.126709
	Iteration 8Q: 3 clusters Score -2745706 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2746137.750000 Penalty: 3304.126709
	Iteration 9Q: 3 clusters Score -2746138 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2746425.500000 Penalty: 3304.126709
	Iteration 10Q: 3 clusters Score -2746426 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2746621.000000 Penalty: 3304.126709
	Iteration 11Q: 3 clusters Score -2746621 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2746776.000000 Penalty: 3304.126709
	Iteration 12Q: 3 clusters Score -2746776 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2746906.500000 Penalty: 3304.126709
	Iteration 13Q: 3 clusters Score -2746906 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2746989.000000 Penalty: 3304.126709
	Iteration 14Q: 3 clusters Score -2746989 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2747054.500000 Penalty: 3304.126709
	Iteration 15Q: 3 clusters Score -2747054 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2747099.000000 Penalty: 3304.126709
	Iteration 16Q: 3 clusters Score -2747099 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2747142.750000 Penalty: 3304.126709
	Iteration 17Q: 3 clusters Score -2747143 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2747169.750000 Penalty: 3304.126709
	Iteration 18Q: 3 clusters Score -2747170 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2747206.000000 Penalty: 3304.126709
	Iteration 19Q: 3 clusters Score -2747206 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2747262.500000 Penalty: 3304.126709
	Iteration 20F: 3 clusters Score -2747262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2747309.250000 Penalty: 3304.126709
	Iteration 21Q: 3 clusters Score -2747309 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2747373.250000 Penalty: 3304.126709
	Iteration 22Q: 3 clusters Score -2747373 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2747436.500000 Penalty: 3304.126709
	Iteration 23Q: 3 clusters Score -2747436 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2747493.000000 Penalty: 3304.126709
	Iteration 24Q: 3 clusters Score -2747493 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2747569.500000 Penalty: 3304.126709
	Iteration 25Q: 3 clusters Score -2747570 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2747639.750000 Penalty: 3304.126709
	Iteration 26Q: 3 clusters Score -2747640 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2747700.000000 Penalty: 3304.126709
	Iteration 27Q: 3 clusters Score -2747700 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2747742.500000 Penalty: 3304.126709
	Iteration 28Q: 3 clusters Score -2747742 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2747780.500000 Penalty: 3304.126709
	Iteration 29Q: 3 clusters Score -2747780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2747815.500000 Penalty: 3304.126709
	Iteration 30Q: 3 clusters Score -2747816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2747863.500000 Penalty: 3304.126709
	Iteration 31Q: 3 clusters Score -2747864 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2747906.500000 Penalty: 3304.126709
	Iteration 32Q: 3 clusters Score -2747906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2747949.000000 Penalty: 3304.126709
	Iteration 33Q: 3 clusters Score -2747949 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2747980.250000 Penalty: 3304.126709
	Iteration 34Q: 3 clusters Score -2747980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2748026.750000 Penalty: 3304.126709
	Iteration 35Q: 3 clusters Score -2748027 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2748087.000000 Penalty: 3304.126709
	Iteration 36Q: 3 clusters Score -2748087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2748135.000000 Penalty: 3304.126709
	Iteration 37Q: 3 clusters Score -2748135 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2748178.750000 Penalty: 3304.126709
	Iteration 38Q: 3 clusters Score -2748179 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2748229.000000 Penalty: 3304.126709
	Iteration 39Q: 3 clusters Score -2748229 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2748278.500000 Penalty: 3304.126709
	Iteration 40F: 3 clusters Score -2748278 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2748318.750000 Penalty: 3304.126709
	Iteration 41Q: 3 clusters Score -2748319 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2748368.250000 Penalty: 3304.126709
	Iteration 42Q: 3 clusters Score -2748368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2748395.500000 Penalty: 3304.126709
	Iteration 43Q: 3 clusters Score -2748396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2748423.500000 Penalty: 3304.126709
	Iteration 44Q: 3 clusters Score -2748424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2748459.000000 Penalty: 3304.126709
	Iteration 45Q: 3 clusters Score -2748459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2748499.500000 Penalty: 3304.126709
	Iteration 46Q: 3 clusters Score -2748500 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2748535.000000 Penalty: 3304.126709
	Iteration 47Q: 3 clusters Score -2748535 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2748561.250000 Penalty: 3304.126709
	Iteration 48Q: 3 clusters Score -2748561 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2748583.250000 Penalty: 3304.126709
	Iteration 49Q: 3 clusters Score -2748583 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2748606.750000 Penalty: 3304.126709
	Iteration 50Q: 3 clusters Score -2748607 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2748646.000000 Penalty: 3304.126709
	Iteration 51Q: 3 clusters Score -2748646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2748670.750000 Penalty: 3304.126709
	Iteration 52Q: 3 clusters Score -2748671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2748689.500000 Penalty: 3304.126709
	Iteration 53Q: 3 clusters Score -2748690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2748715.750000 Penalty: 3304.126709
	Iteration 54Q: 3 clusters Score -2748716 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2748746.000000 Penalty: 3304.126709
	Iteration 55Q: 3 clusters Score -2748746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2748778.000000 Penalty: 3304.126709
	Iteration 56Q: 3 clusters Score -2748778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2748816.750000 Penalty: 3304.126709
	Iteration 57Q: 3 clusters Score -2748817 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2748834.000000 Penalty: 3304.126709
	Iteration 58Q: 3 clusters Score -2748834 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2748868.250000 Penalty: 3304.126709
	Iteration 59Q: 3 clusters Score -2748868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2748892.750000 Penalty: 3304.126709
	Iteration 60F: 3 clusters Score -2748893 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2748918.000000 Penalty: 3304.126709
	Iteration 61Q: 3 clusters Score -2748918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2748944.250000 Penalty: 3304.126709
	Iteration 62Q: 3 clusters Score -2748944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2748959.000000 Penalty: 3304.126709
	Iteration 63Q: 3 clusters Score -2748959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2748969.000000 Penalty: 3304.126709
	Iteration 64Q: 3 clusters Score -2748969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2748979.500000 Penalty: 3304.126709
	Iteration 65Q: 3 clusters Score -2748980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2748988.250000 Penalty: 3304.126709
	Iteration 66Q: 3 clusters Score -2748988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2748991.750000 Penalty: 3304.126709
	Iteration 67Q: 3 clusters Score -2748992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2749008.500000 Penalty: 3304.126709
	Iteration 68Q: 3 clusters Score -2749008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2749009.500000 Penalty: 3304.126709
	Iteration 69Q: 3 clusters Score -2749010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2749011.750000 Penalty: 3304.126709
	Iteration 70Q: 3 clusters Score -2749012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2749024.250000 Penalty: 3304.126709
	Iteration 71Q: 3 clusters Score -2749024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2749024.000000 Penalty: 3304.126709
	Iteration 72Q: 3 clusters Score -2749024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2749023.000000 Penalty: 3304.126709
	Iteration 73Q: 3 clusters Score -2749023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2749024.750000 Penalty: 3304.126709
	Iteration 74Q: 3 clusters Score -2749025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2749031.000000 Penalty: 3304.126709
	Iteration 75Q: 3 clusters Score -2749031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2749031.000000 Penalty: 3304.126709
	Iteration 76Q: 3 clusters Score -2749031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2749036.000000 Penalty: 3304.126709
	Iteration 77Q: 3 clusters Score -2749036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2749043.250000 Penalty: 3304.126709
	Iteration 78Q: 3 clusters Score -2749043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2749037.000000 Penalty: 3304.126709
	Iteration 79Q: 3 clusters Score -2749037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2749039.250000 Penalty: 3304.126709
	Iteration 80F: 3 clusters Score -2749039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2749037.000000 Penalty: 3304.126709
	Iteration 81Q: 3 clusters Score -2749037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2749043.750000 Penalty: 3304.126709
	Iteration 82Q: 3 clusters Score -2749044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2749046.250000 Penalty: 3304.126709
	Iteration 83Q: 3 clusters Score -2749046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2749046.500000 Penalty: 3304.126709
	Iteration 84Q: 3 clusters Score -2749046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2749042.250000 Penalty: 3304.126709
	Iteration 85Q: 3 clusters Score -2749042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2749052.250000 Penalty: 3304.126709
	Iteration 86Q: 3 clusters Score -2749052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2749055.000000 Penalty: 3304.126709
	Iteration 87Q: 3 clusters Score -2749055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2749061.750000 Penalty: 3304.126709
	Iteration 88Q: 3 clusters Score -2749062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2749067.500000 Penalty: 3304.126709
	Iteration 89Q: 3 clusters Score -2749068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2749066.750000 Penalty: 3304.126709
	Iteration 90Q: 3 clusters Score -2749067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2749059.500000 Penalty: 3304.126709
	Iteration 91Q: 3 clusters Score -2749060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2749059.250000 Penalty: 3304.126709
	Iteration 92Q: 3 clusters Score -2749059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2749057.000000 Penalty: 3304.126709
	Iteration 93Q: 3 clusters Score -2749057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2749057.500000 Penalty: 3304.126709
	Iteration 94Q: 3 clusters Score -2749058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2749056.500000 Penalty: 3304.126709
	Iteration 95Q: 3 clusters Score -2749056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2749055.000000 Penalty: 3304.126709
	Iteration 96Q: 3 clusters Score -2749055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2749057.250000 Penalty: 3304.126709
	Iteration 97Q: 3 clusters Score -2749057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2749059.000000 Penalty: 3304.126709
	Iteration 98Q: 3 clusters Score -2749059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2749058.500000 Penalty: 3304.126709
	Iteration 99Q: 3 clusters Score -2749058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2749058.500000 Penalty: 3304.126709
	Iteration 100F: 3 clusters Score -2749058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -439498.187500 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -439498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -436087.125000 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -436087.1 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -436976.562500 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -436976.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -437158.000000 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -437158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -437276.718750 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -437276.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -437348.312500 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -437348.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -437410.531250 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -437410.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -437457.562500 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -437457.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -437488.843750 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -437488.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -437513.156250 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -437513.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -437532.593750 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -437532.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -437548.687500 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -437548.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -437567.468750 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -437567.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -437585.593750 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -437585.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -437604.281250 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -437604.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -437622.062500 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -437622.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -437640.750000 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -437640.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -437662.781250 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -437662.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -437681.343750 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -437681.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -437702.687500 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -437702.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -437726.531250 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -437726.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -437743.000000 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -437743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -437757.031250 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -437757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -437772.875000 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -437772.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -437785.281250 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -437785.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -437797.687500 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -437797.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -437811.593750 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -437811.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -437822.718750 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -437822.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -437836.968750 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -437837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -437852.125000 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -437852.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -437862.843750 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -437862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -437871.156250 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -437871.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -437881.531250 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -437881.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -437891.468750 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -437891.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -437903.843750 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -437903.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -437914.281250 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -437914.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -437925.843750 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -437925.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -437936.687500 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -437936.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -437947.312500 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -437947.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -437956.250000 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -437956.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -437964.750000 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -437964.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -437973.250000 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -437973.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -437987.281250 Penalty: 2698.719482
	Iteration 41Q: 3 clusters Score -437987.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -438002.781250 Penalty: 2698.719482
	Iteration 42Q: 3 clusters Score -438002.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -438019.843750 Penalty: 2698.719482
	Iteration 43Q: 3 clusters Score -438019.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -438034.062500 Penalty: 2698.719482
	Iteration 44Q: 3 clusters Score -438034.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -438051.500000 Penalty: 2698.719482
	Iteration 45Q: 3 clusters Score -438051.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -438069.406250 Penalty: 2698.719482
	Iteration 46Q: 3 clusters Score -438069.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -438079.375000 Penalty: 2698.719482
	Iteration 47Q: 3 clusters Score -438079.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -438092.875000 Penalty: 2698.719482
	Iteration 48Q: 3 clusters Score -438092.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -438107.906250 Penalty: 2698.719482
	Iteration 49Q: 3 clusters Score -438107.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -438120.687500 Penalty: 2698.719482
	Iteration 50Q: 3 clusters Score -438120.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -438130.937500 Penalty: 2698.719482
	Iteration 51Q: 3 clusters Score -438130.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -438140.125000 Penalty: 2698.719482
	Iteration 52Q: 3 clusters Score -438140.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -438149.906250 Penalty: 2698.719482
	Iteration 53Q: 3 clusters Score -438149.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -438158.375000 Penalty: 2698.719482
	Iteration 54Q: 3 clusters Score -438158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -438163.968750 Penalty: 2698.719482
	Iteration 55Q: 3 clusters Score -438164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -438166.718750 Penalty: 2698.719482
	Iteration 56Q: 3 clusters Score -438166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -438167.531250 Penalty: 2698.719482
	Iteration 57Q: 3 clusters Score -438167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -438170.031250 Penalty: 2698.719482
	Iteration 58Q: 3 clusters Score -438170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -438173.343750 Penalty: 2698.719482
	Iteration 59Q: 3 clusters Score -438173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -438176.812500 Penalty: 2698.719482
	Iteration 60F: 3 clusters Score -438176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -438181.281250 Penalty: 2698.719482
	Iteration 61Q: 3 clusters Score -438181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -438185.156250 Penalty: 2698.719482
	Iteration 62Q: 3 clusters Score -438185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -438188.281250 Penalty: 2698.719482
	Iteration 63Q: 3 clusters Score -438188.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -438193.531250 Penalty: 2698.719482
	Iteration 64Q: 3 clusters Score -438193.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -438200.906250 Penalty: 2698.719482
	Iteration 65Q: 3 clusters Score -438200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -438209.312500 Penalty: 2698.719482
	Iteration 66Q: 3 clusters Score -438209.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -438220.593750 Penalty: 2698.719482
	Iteration 67Q: 3 clusters Score -438220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -438232.468750 Penalty: 2698.719482
	Iteration 68Q: 3 clusters Score -438232.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -438242.625000 Penalty: 2698.719482
	Iteration 69Q: 3 clusters Score -438242.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -438254.906250 Penalty: 2698.719482
	Iteration 70Q: 3 clusters Score -438254.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -438264.093750 Penalty: 2698.719482
	Iteration 71Q: 3 clusters Score -438264.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -438270.343750 Penalty: 2698.719482
	Iteration 72Q: 3 clusters Score -438270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -438273.718750 Penalty: 2698.719482
	Iteration 73Q: 3 clusters Score -438273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -438277.156250 Penalty: 2698.719482
	Iteration 74Q: 3 clusters Score -438277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -438277.750000 Penalty: 2698.719482
	Iteration 75Q: 3 clusters Score -438277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -438279.062500 Penalty: 2698.719482
	Iteration 76Q: 3 clusters Score -438279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -438279.062500 Penalty: 2698.719482
	Iteration 77F: 3 clusters Score -438279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -51729.378906 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -51729.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50609.609375 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -50609.61 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50853.375000 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -50853.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50973.386719 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -50973.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51073.750000 Penalty: 2084.374023
	Iteration 3F: 3 clusters Score -51073.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51113.320312 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -51113.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51140.425781 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -51140.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51187.242188 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -51187.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51196.050781 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -51196.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51202.695312 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -51202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51204.605469 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -51204.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51204.605469 Penalty: 2084.374023
	Iteration 10F: 3 clusters Score -51204.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -704325.875000 Penalty: 1437.181274
	Iteration 0F: 2 clusters Score -704325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -699071.437500 Penalty: 2874.362549
	Iteration 0F: 3 clusters Score -699071.4 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -700833.937500 Penalty: 2874.362549
	Iteration 1F: 3 clusters Score -700833.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -701333.437500 Penalty: 2874.362549
	Iteration 2F: 3 clusters Score -701333.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -701875.750000 Penalty: 2874.362549
	Iteration 3F: 3 clusters Score -701875.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -702455.125000 Penalty: 2874.362549
	Iteration 4F: 3 clusters Score -702455.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -702924.250000 Penalty: 2874.362549
	Iteration 5F: 3 clusters Score -702924.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -703272.187500 Penalty: 2874.362549
	Iteration 6F: 3 clusters Score -703272.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -703473.250000 Penalty: 2874.362549
	Iteration 7Q: 3 clusters Score -703473.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -703571.062500 Penalty: 2874.362549
	Iteration 8Q: 3 clusters Score -703571.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -703628.812500 Penalty: 2874.362549
	Iteration 9Q: 3 clusters Score -703628.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -703678.687500 Penalty: 2874.362549
	Iteration 10Q: 3 clusters Score -703678.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -703711.375000 Penalty: 2874.362549
	Iteration 11Q: 3 clusters Score -703711.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -703728.875000 Penalty: 2874.362549
	Iteration 12Q: 3 clusters Score -703728.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -703740.312500 Penalty: 2874.362549
	Iteration 13Q: 3 clusters Score -703740.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -703749.937500 Penalty: 2874.362549
	Iteration 14Q: 3 clusters Score -703749.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -703758.625000 Penalty: 2874.362549
	Iteration 15Q: 3 clusters Score -703758.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -703766.000000 Penalty: 2874.362549
	Iteration 16Q: 3 clusters Score -703766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -703771.750000 Penalty: 2874.362549
	Iteration 17Q: 3 clusters Score -703771.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -703779.187500 Penalty: 2874.362549
	Iteration 18Q: 3 clusters Score -703779.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -703786.750000 Penalty: 2874.362549
	Iteration 19Q: 3 clusters Score -703786.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -703794.000000 Penalty: 2874.362549
	Iteration 20F: 3 clusters Score -703794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -703801.375000 Penalty: 2874.362549
	Iteration 21Q: 3 clusters Score -703801.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -703808.125000 Penalty: 2874.362549
	Iteration 22Q: 3 clusters Score -703808.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -703813.500000 Penalty: 2874.362549
	Iteration 23Q: 3 clusters Score -703813.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -703818.187500 Penalty: 2874.362549
	Iteration 24Q: 3 clusters Score -703818.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -703821.687500 Penalty: 2874.362549
	Iteration 25Q: 3 clusters Score -703821.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -703827.375000 Penalty: 2874.362549
	Iteration 26Q: 3 clusters Score -703827.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -703827.562500 Penalty: 2874.362549
	Iteration 27Q: 3 clusters Score -703827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -703829.937500 Penalty: 2874.362549
	Iteration 28Q: 3 clusters Score -703829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -703832.250000 Penalty: 2874.362549
	Iteration 29Q: 3 clusters Score -703832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -703832.062500 Penalty: 2874.362549
	Iteration 30Q: 3 clusters Score -703832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -703832.125000 Penalty: 2874.362549
	Iteration 31Q: 3 clusters Score -703832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -703832.125000 Penalty: 2874.362549
	Iteration 32F: 3 clusters Score -703832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (110096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Entering Unmasked Estep 
Score: -11937380.000000 Penalty: 1886.480103
	Iteration 0F: 2 clusters Score -1.193738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -11864323.000000 Penalty: 3772.960205
	Iteration 0F: 3 clusters Score -1.186432e+07 nChanged 52753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -11895131.000000 Penalty: 3772.960205
	Iteration 1F: 3 clusters Score -1.189513e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -11895857.000000 Penalty: 3772.960205
	Iteration 2Q: 3 clusters Score -1.189586e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -11896831.000000 Penalty: 3772.960205
	Iteration 3Q: 3 clusters Score -1.189683e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -11898204.000000 Penalty: 3772.960205
	Iteration 4Q: 3 clusters Score -1.18982e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -11900603.000000 Penalty: 3772.960205
	Iteration 5Q: 3 clusters Score -1.19006e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -11904775.000000 Penalty: 3772.960205
	Iteration 6F: 3 clusters Score -1.190478e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -11911217.000000 Penalty: 3772.960205
	Iteration 7F: 3 clusters Score -1.191122e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -11918585.000000 Penalty: 3772.960205
	Iteration 8F: 3 clusters Score -1.191858e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -11923498.000000 Penalty: 3772.960205
	Iteration 9F: 3 clusters Score -1.19235e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -11925728.000000 Penalty: 3772.960205
	Iteration 10Q: 3 clusters Score -1.192573e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -11926875.000000 Penalty: 3772.960205
	Iteration 11Q: 3 clusters Score -1.192688e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -11927824.000000 Penalty: 3772.960205
	Iteration 12Q: 3 clusters Score -1.192782e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -11928595.000000 Penalty: 3772.960205
	Iteration 13Q: 3 clusters Score -1.19286e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -11929245.000000 Penalty: 3772.960205
	Iteration 14Q: 3 clusters Score -1.192924e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -11929849.000000 Penalty: 3772.960205
	Iteration 15Q: 3 clusters Score -1.192985e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -11930373.000000 Penalty: 3772.960205
	Iteration 16Q: 3 clusters Score -1.193037e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -11930839.000000 Penalty: 3772.960205
	Iteration 17Q: 3 clusters Score -1.193084e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -11931354.000000 Penalty: 3772.960205
	Iteration 18Q: 3 clusters Score -1.193135e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -11931780.000000 Penalty: 3772.960205
	Iteration 19Q: 3 clusters Score -1.193178e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -11932241.000000 Penalty: 3772.960205
	Iteration 20F: 3 clusters Score -1.193224e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -11932828.000000 Penalty: 3772.960205
	Iteration 21Q: 3 clusters Score -1.193283e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -11933360.000000 Penalty: 3772.960205
	Iteration 22Q: 3 clusters Score -1.193336e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -11933906.000000 Penalty: 3772.960205
	Iteration 23Q: 3 clusters Score -1.193391e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -11934340.000000 Penalty: 3772.960205
	Iteration 24Q: 3 clusters Score -1.193434e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105719 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -11934729.000000 Penalty: 3772.960205
	Iteration 25Q: 3 clusters Score -1.193473e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -11935002.000000 Penalty: 3772.960205
	Iteration 26Q: 3 clusters Score -1.1935e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -11935174.000000 Penalty: 3772.960205
	Iteration 27Q: 3 clusters Score -1.193517e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107515 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11935269.000000 Penalty: 3772.960205
	Iteration 28Q: 3 clusters Score -1.193527e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11935400.000000 Penalty: 3772.960205
	Iteration 29Q: 3 clusters Score -1.19354e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -11935478.000000 Penalty: 3772.960205
	Iteration 30Q: 3 clusters Score -1.193548e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108428 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -11935572.000000 Penalty: 3772.960205
	Iteration 31Q: 3 clusters Score -1.193557e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11935607.000000 Penalty: 3772.960205
	Iteration 32Q: 3 clusters Score -1.193561e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11935684.000000 Penalty: 3772.960205
	Iteration 33Q: 3 clusters Score -1.193568e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11935744.000000 Penalty: 3772.960205
	Iteration 34Q: 3 clusters Score -1.193574e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11935745.000000 Penalty: 3772.960205
	Iteration 35Q: 3 clusters Score -1.193574e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11935755.000000 Penalty: 3772.960205
	Iteration 36Q: 3 clusters Score -1.193576e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11935775.000000 Penalty: 3772.960205
	Iteration 37Q: 3 clusters Score -1.193578e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11935775.000000 Penalty: 3772.960205
	Iteration 38Q: 3 clusters Score -1.193578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11935778.000000 Penalty: 3772.960205
	Iteration 39Q: 3 clusters Score -1.193578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11935826.000000 Penalty: 3772.960205
	Iteration 40F: 3 clusters Score -1.193583e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11935852.000000 Penalty: 3772.960205
	Iteration 41Q: 3 clusters Score -1.193585e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11935866.000000 Penalty: 3772.960205
	Iteration 42Q: 3 clusters Score -1.193587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11935899.000000 Penalty: 3772.960205
	Iteration 43Q: 3 clusters Score -1.19359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109340 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11935904.000000 Penalty: 3772.960205
	Iteration 44Q: 3 clusters Score -1.19359e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109355 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11935908.000000 Penalty: 3772.960205
	Iteration 45Q: 3 clusters Score -1.193591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11935902.000000 Penalty: 3772.960205
	Iteration 46Q: 3 clusters Score -1.19359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11935916.000000 Penalty: 3772.960205
	Iteration 47Q: 3 clusters Score -1.193592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11935898.000000 Penalty: 3772.960205
	Iteration 48Q: 3 clusters Score -1.19359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11935904.000000 Penalty: 3772.960205
	Iteration 49Q: 3 clusters Score -1.19359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11935912.000000 Penalty: 3772.960205
	Iteration 50Q: 3 clusters Score -1.193591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11935920.000000 Penalty: 3772.960205
	Iteration 51Q: 3 clusters Score -1.193592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11935917.000000 Penalty: 3772.960205
	Iteration 52Q: 3 clusters Score -1.193592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11935929.000000 Penalty: 3772.960205
	Iteration 53Q: 3 clusters Score -1.193593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11935929.000000 Penalty: 3772.960205
	Iteration 54Q: 3 clusters Score -1.193593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11935926.000000 Penalty: 3772.960205
	Iteration 55Q: 3 clusters Score -1.193593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11935932.000000 Penalty: 3772.960205
	Iteration 56Q: 3 clusters Score -1.193593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11935931.000000 Penalty: 3772.960205
	Iteration 57Q: 3 clusters Score -1.193593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11935934.000000 Penalty: 3772.960205
	Iteration 58Q: 3 clusters Score -1.193593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11935934.000000 Penalty: 3772.960205
	Iteration 59Q: 3 clusters Score -1.193593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11935924.000000 Penalty: 3772.960205
	Iteration 60F: 3 clusters Score -1.193592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11935938.000000 Penalty: 3772.960205
	Iteration 61Q: 3 clusters Score -1.193594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11935944.000000 Penalty: 3772.960205
	Iteration 62Q: 3 clusters Score -1.193594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11935936.000000 Penalty: 3772.960205
	Iteration 63Q: 3 clusters Score -1.193594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109407 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11935938.000000 Penalty: 3772.960205
	Iteration 64Q: 3 clusters Score -1.193594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109411 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11935941.000000 Penalty: 3772.960205
	Iteration 65Q: 3 clusters Score -1.193594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11935950.000000 Penalty: 3772.960205
	Iteration 66Q: 3 clusters Score -1.193595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11935947.000000 Penalty: 3772.960205
	Iteration 67Q: 3 clusters Score -1.193595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11935941.000000 Penalty: 3772.960205
	Iteration 68Q: 3 clusters Score -1.193594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11935941.000000 Penalty: 3772.960205
	Iteration 69F: 3 clusters Score -1.193594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -603049.187500 Penalty: 1409.584839
	Iteration 0F: 2 clusters Score -603049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -598560.187500 Penalty: 2819.169678
	Iteration 0F: 3 clusters Score -598560.2 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -599840.312500 Penalty: 2819.169678
	Iteration 1F: 3 clusters Score -599840.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -600059.750000 Penalty: 2819.169678
	Iteration 2F: 3 clusters Score -600059.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -600226.250000 Penalty: 2819.169678
	Iteration 3F: 3 clusters Score -600226.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -600363.125000 Penalty: 2819.169678
	Iteration 4Q: 3 clusters Score -600363.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -600468.187500 Penalty: 2819.169678
	Iteration 5Q: 3 clusters Score -600468.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -600540.875000 Penalty: 2819.169678
	Iteration 6Q: 3 clusters Score -600540.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -600599.625000 Penalty: 2819.169678
	Iteration 7Q: 3 clusters Score -600599.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -600649.062500 Penalty: 2819.169678
	Iteration 8Q: 3 clusters Score -600649.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -600686.687500 Penalty: 2819.169678
	Iteration 9Q: 3 clusters Score -600686.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -600718.562500 Penalty: 2819.169678
	Iteration 10Q: 3 clusters Score -600718.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -600748.812500 Penalty: 2819.169678
	Iteration 11Q: 3 clusters Score -600748.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -600777.062500 Penalty: 2819.169678
	Iteration 12Q: 3 clusters Score -600777.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -600802.687500 Penalty: 2819.169678
	Iteration 13Q: 3 clusters Score -600802.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -600828.250000 Penalty: 2819.169678
	Iteration 14Q: 3 clusters Score -600828.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -600850.062500 Penalty: 2819.169678
	Iteration 15Q: 3 clusters Score -600850.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -600872.187500 Penalty: 2819.169678
	Iteration 16Q: 3 clusters Score -600872.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -600897.812500 Penalty: 2819.169678
	Iteration 17Q: 3 clusters Score -600897.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -600923.187500 Penalty: 2819.169678
	Iteration 18Q: 3 clusters Score -600923.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -600947.062500 Penalty: 2819.169678
	Iteration 19Q: 3 clusters Score -600947.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -600976.062500 Penalty: 2819.169678
	Iteration 20F: 3 clusters Score -600976.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -601012.437500 Penalty: 2819.169678
	Iteration 21Q: 3 clusters Score -601012.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -601051.687500 Penalty: 2819.169678
	Iteration 22Q: 3 clusters Score -601051.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -601108.125000 Penalty: 2819.169678
	Iteration 23Q: 3 clusters Score -601108.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -601159.250000 Penalty: 2819.169678
	Iteration 24Q: 3 clusters Score -601159.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -601209.187500 Penalty: 2819.169678
	Iteration 25Q: 3 clusters Score -601209.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -601261.062500 Penalty: 2819.169678
	Iteration 26Q: 3 clusters Score -601261.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -601314.125000 Penalty: 2819.169678
	Iteration 27Q: 3 clusters Score -601314.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -601363.375000 Penalty: 2819.169678
	Iteration 28Q: 3 clusters Score -601363.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -601418.625000 Penalty: 2819.169678
	Iteration 29Q: 3 clusters Score -601418.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -601484.312500 Penalty: 2819.169678
	Iteration 30Q: 3 clusters Score -601484.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -601537.687500 Penalty: 2819.169678
	Iteration 31Q: 3 clusters Score -601537.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -601584.625000 Penalty: 2819.169678
	Iteration 32Q: 3 clusters Score -601584.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -601627.625000 Penalty: 2819.169678
	Iteration 33Q: 3 clusters Score -601627.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -601662.875000 Penalty: 2819.169678
	Iteration 34Q: 3 clusters Score -601662.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -601690.062500 Penalty: 2819.169678
	Iteration 35Q: 3 clusters Score -601690.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -601719.250000 Penalty: 2819.169678
	Iteration 36Q: 3 clusters Score -601719.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -601745.062500 Penalty: 2819.169678
	Iteration 37Q: 3 clusters Score -601745.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -601766.000000 Penalty: 2819.169678
	Iteration 38Q: 3 clusters Score -601766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -601784.187500 Penalty: 2819.169678
	Iteration 39Q: 3 clusters Score -601784.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -601799.000000 Penalty: 2819.169678
	Iteration 40F: 3 clusters Score -601799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -601815.312500 Penalty: 2819.169678
	Iteration 41Q: 3 clusters Score -601815.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -601830.187500 Penalty: 2819.169678
	Iteration 42Q: 3 clusters Score -601830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -601834.687500 Penalty: 2819.169678
	Iteration 43Q: 3 clusters Score -601834.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -601840.687500 Penalty: 2819.169678
	Iteration 44Q: 3 clusters Score -601840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -601843.062500 Penalty: 2819.169678
	Iteration 45Q: 3 clusters Score -601843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -601848.312500 Penalty: 2819.169678
	Iteration 46Q: 3 clusters Score -601848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -601852.375000 Penalty: 2819.169678
	Iteration 47Q: 3 clusters Score -601852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -601855.562500 Penalty: 2819.169678
	Iteration 48Q: 3 clusters Score -601855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -601859.687500 Penalty: 2819.169678
	Iteration 49Q: 3 clusters Score -601859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -601862.437500 Penalty: 2819.169678
	Iteration 50Q: 3 clusters Score -601862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -601864.375000 Penalty: 2819.169678
	Iteration 51Q: 3 clusters Score -601864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -601867.500000 Penalty: 2819.169678
	Iteration 52Q: 3 clusters Score -601867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -601869.312500 Penalty: 2819.169678
	Iteration 53Q: 3 clusters Score -601869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -601870.250000 Penalty: 2819.169678
	Iteration 54Q: 3 clusters Score -601870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -601871.250000 Penalty: 2819.169678
	Iteration 55Q: 3 clusters Score -601871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -601872.500000 Penalty: 2819.169678
	Iteration 56Q: 3 clusters Score -601872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -601873.250000 Penalty: 2819.169678
	Iteration 57Q: 3 clusters Score -601873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -601874.500000 Penalty: 2819.169678
	Iteration 58Q: 3 clusters Score -601874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -601874.812500 Penalty: 2819.169678
	Iteration 59Q: 3 clusters Score -601874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -601874.812500 Penalty: 2819.169678
	Iteration 60F: 3 clusters Score -601874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -27924.044922 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -27924.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27114.888672 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -27114.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27426.843750 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -27426.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27532.441406 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -27532.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27625.722656 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -27625.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27682.357422 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -27682.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27736.794922 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -27736.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27807.621094 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -27807.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27812.556641 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -27812.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27812.556641 Penalty: 1881.737183
	Iteration 8F: 3 clusters Score -27812.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -592793.125000 Penalty: 1409.306763
	Iteration 0F: 2 clusters Score -592793.1 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 2876 members 
Entering Unmasked Estep 
Score: -588267.937500 Penalty: 2818.613525
	Iteration 0F: 3 clusters Score -588267.9 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -589818.625000 Penalty: 2818.613525
	Iteration 1F: 3 clusters Score -589818.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -590220.750000 Penalty: 2818.613525
	Iteration 2F: 3 clusters Score -590220.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -590511.875000 Penalty: 2818.613525
	Iteration 3F: 3 clusters Score -590511.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -590754.812500 Penalty: 2818.613525
	Iteration 4F: 3 clusters Score -590754.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -590966.812500 Penalty: 2818.613525
	Iteration 5F: 3 clusters Score -590966.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -591132.812500 Penalty: 2818.613525
	Iteration 6Q: 3 clusters Score -591132.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -591258.562500 Penalty: 2818.613525
	Iteration 7Q: 3 clusters Score -591258.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -591344.375000 Penalty: 2818.613525
	Iteration 8Q: 3 clusters Score -591344.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -591423.500000 Penalty: 2818.613525
	Iteration 9Q: 3 clusters Score -591423.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -591499.000000 Penalty: 2818.613525
	Iteration 10Q: 3 clusters Score -591499 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -591588.000000 Penalty: 2818.613525
	Iteration 11Q: 3 clusters Score -591588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -591699.000000 Penalty: 2818.613525
	Iteration 12Q: 3 clusters Score -591699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -591778.375000 Penalty: 2818.613525
	Iteration 13Q: 3 clusters Score -591778.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -591830.000000 Penalty: 2818.613525
	Iteration 14Q: 3 clusters Score -591830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -591869.625000 Penalty: 2818.613525
	Iteration 15Q: 3 clusters Score -591869.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -591898.562500 Penalty: 2818.613525
	Iteration 16Q: 3 clusters Score -591898.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -591920.500000 Penalty: 2818.613525
	Iteration 17Q: 3 clusters Score -591920.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -591933.187500 Penalty: 2818.613525
	Iteration 18Q: 3 clusters Score -591933.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -591944.750000 Penalty: 2818.613525
	Iteration 19Q: 3 clusters Score -591944.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -591956.437500 Penalty: 2818.613525
	Iteration 20F: 3 clusters Score -591956.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -591963.250000 Penalty: 2818.613525
	Iteration 21Q: 3 clusters Score -591963.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -591967.500000 Penalty: 2818.613525
	Iteration 22Q: 3 clusters Score -591967.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -591972.500000 Penalty: 2818.613525
	Iteration 23Q: 3 clusters Score -591972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -591978.437500 Penalty: 2818.613525
	Iteration 24Q: 3 clusters Score -591978.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -591981.875000 Penalty: 2818.613525
	Iteration 25Q: 3 clusters Score -591981.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -591986.187500 Penalty: 2818.613525
	Iteration 26Q: 3 clusters Score -591986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -591986.062500 Penalty: 2818.613525
	Iteration 27Q: 3 clusters Score -591986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -591987.125000 Penalty: 2818.613525
	Iteration 28Q: 3 clusters Score -591987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -591988.187500 Penalty: 2818.613525
	Iteration 29Q: 3 clusters Score -591988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -591988.687500 Penalty: 2818.613525
	Iteration 30Q: 3 clusters Score -591988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -591989.062500 Penalty: 2818.613525
	Iteration 31Q: 3 clusters Score -591989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -591990.687500 Penalty: 2818.613525
	Iteration 32Q: 3 clusters Score -591990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -591991.250000 Penalty: 2818.613525
	Iteration 33Q: 3 clusters Score -591991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -591991.500000 Penalty: 2818.613525
	Iteration 34Q: 3 clusters Score -591991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -591990.937500 Penalty: 2818.613525
	Iteration 35Q: 3 clusters Score -591990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -591992.875000 Penalty: 2818.613525
	Iteration 36Q: 3 clusters Score -591992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -591993.500000 Penalty: 2818.613525
	Iteration 37Q: 3 clusters Score -591993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -591993.937500 Penalty: 2818.613525
	Iteration 38Q: 3 clusters Score -591993.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -591996.062500 Penalty: 2818.613525
	Iteration 39Q: 3 clusters Score -591996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -591998.687500 Penalty: 2818.613525
	Iteration 40F: 3 clusters Score -591998.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -592003.250000 Penalty: 2818.613525
	Iteration 41Q: 3 clusters Score -592003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -592004.875000 Penalty: 2818.613525
	Iteration 42Q: 3 clusters Score -592004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -592007.750000 Penalty: 2818.613525
	Iteration 43Q: 3 clusters Score -592007.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -592012.437500 Penalty: 2818.613525
	Iteration 44Q: 3 clusters Score -592012.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -592012.250000 Penalty: 2818.613525
	Iteration 45Q: 3 clusters Score -592012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -592013.500000 Penalty: 2818.613525
	Iteration 46Q: 3 clusters Score -592013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -592015.187500 Penalty: 2818.613525
	Iteration 47Q: 3 clusters Score -592015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -592016.562500 Penalty: 2818.613525
	Iteration 48Q: 3 clusters Score -592016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -592017.687500 Penalty: 2818.613525
	Iteration 49Q: 3 clusters Score -592017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -592017.562500 Penalty: 2818.613525
	Iteration 50Q: 3 clusters Score -592017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -592020.437500 Penalty: 2818.613525
	Iteration 51Q: 3 clusters Score -592020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -592021.937500 Penalty: 2818.613525
	Iteration 52Q: 3 clusters Score -592021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -592023.687500 Penalty: 2818.613525
	Iteration 53Q: 3 clusters Score -592023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -592023.000000 Penalty: 2818.613525
	Iteration 54Q: 3 clusters Score -592023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -592023.937500 Penalty: 2818.613525
	Iteration 55Q: 3 clusters Score -592023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -592024.000000 Penalty: 2818.613525
	Iteration 56Q: 3 clusters Score -592024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -592023.500000 Penalty: 2818.613525
	Iteration 57Q: 3 clusters Score -592023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -592023.500000 Penalty: 2818.613525
	Iteration 58F: 3 clusters Score -592023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -157962.703125 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -157962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -156121.062500 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -156121.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -156551.484375 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -156551.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -156675.796875 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -156675.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156742.546875 Penalty: 2410.322998
	Iteration 3Q: 3 clusters Score -156742.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156796.187500 Penalty: 2410.322998
	Iteration 4Q: 3 clusters Score -156796.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156848.281250 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -156848.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -156916.968750 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -156917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -156974.140625 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -156974.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157000.906250 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -157000.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -157025.250000 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -157025.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -157035.859375 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -157035.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157045.671875 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -157045.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157059.578125 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -157059.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -157073.265625 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -157073.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157088.281250 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -157088.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157097.671875 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -157097.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157108.687500 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -157108.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -157116.875000 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -157116.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -157124.125000 Penalty: 2410.322998
	Iteration 18Q: 3 clusters Score -157124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -157131.421875 Penalty: 2410.322998
	Iteration 19Q: 3 clusters Score -157131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157138.437500 Penalty: 2410.322998
	Iteration 20F: 3 clusters Score -157138.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -157143.656250 Penalty: 2410.322998
	Iteration 21Q: 3 clusters Score -157143.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -157153.406250 Penalty: 2410.322998
	Iteration 22Q: 3 clusters Score -157153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157159.171875 Penalty: 2410.322998
	Iteration 23Q: 3 clusters Score -157159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157162.296875 Penalty: 2410.322998
	Iteration 24Q: 3 clusters Score -157162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157164.093750 Penalty: 2410.322998
	Iteration 25Q: 3 clusters Score -157164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157165.593750 Penalty: 2410.322998
	Iteration 26Q: 3 clusters Score -157165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157170.078125 Penalty: 2410.322998
	Iteration 27Q: 3 clusters Score -157170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -157170.093750 Penalty: 2410.322998
	Iteration 28Q: 3 clusters Score -157170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157170.765625 Penalty: 2410.322998
	Iteration 29Q: 3 clusters Score -157170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157170.765625 Penalty: 2410.322998
	Iteration 30F: 3 clusters Score -157170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -19083.964844 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -19083.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18377.853516 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -18377.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18530.138672 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -18530.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18557.220703 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -18557.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18565.107422 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -18565.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18565.107422 Penalty: 1802.182617
	Iteration 4F: 3 clusters Score -18565.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -1549639.000000 Penalty: 1553.822266
	Iteration 0F: 2 clusters Score -1549639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1539793.625000 Penalty: 3107.644531
	Iteration 0F: 3 clusters Score -1539794 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1543052.625000 Penalty: 3107.644531
	Iteration 1F: 3 clusters Score -1543053 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1543306.750000 Penalty: 3107.644531
	Iteration 2F: 3 clusters Score -1543307 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1543514.500000 Penalty: 3107.644531
	Iteration 3Q: 3 clusters Score -1543514 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1543724.875000 Penalty: 3107.644531
	Iteration 4Q: 3 clusters Score -1543725 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1543917.500000 Penalty: 3107.644531
	Iteration 5Q: 3 clusters Score -1543918 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1544139.625000 Penalty: 3107.644531
	Iteration 6Q: 3 clusters Score -1544140 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1544400.250000 Penalty: 3107.644531
	Iteration 7Q: 3 clusters Score -1544400 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1544718.500000 Penalty: 3107.644531
	Iteration 8Q: 3 clusters Score -1544718 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1545198.500000 Penalty: 3107.644531
	Iteration 9Q: 3 clusters Score -1545198 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1545776.250000 Penalty: 3107.644531
	Iteration 10F: 3 clusters Score -1545776 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1546313.375000 Penalty: 3107.644531
	Iteration 11Q: 3 clusters Score -1546313 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1546792.375000 Penalty: 3107.644531
	Iteration 12Q: 3 clusters Score -1546792 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1547141.875000 Penalty: 3107.644531
	Iteration 13Q: 3 clusters Score -1547142 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1547337.625000 Penalty: 3107.644531
	Iteration 14Q: 3 clusters Score -1547338 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1547483.625000 Penalty: 3107.644531
	Iteration 15Q: 3 clusters Score -1547484 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1547591.250000 Penalty: 3107.644531
	Iteration 16Q: 3 clusters Score -1547591 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1547686.875000 Penalty: 3107.644531
	Iteration 17Q: 3 clusters Score -1547687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1547765.125000 Penalty: 3107.644531
	Iteration 18Q: 3 clusters Score -1547765 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1547833.875000 Penalty: 3107.644531
	Iteration 19Q: 3 clusters Score -1547834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1547887.375000 Penalty: 3107.644531
	Iteration 20F: 3 clusters Score -1547887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1547923.500000 Penalty: 3107.644531
	Iteration 21Q: 3 clusters Score -1547924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1547950.375000 Penalty: 3107.644531
	Iteration 22Q: 3 clusters Score -1547950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1547976.250000 Penalty: 3107.644531
	Iteration 23Q: 3 clusters Score -1547976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1548002.875000 Penalty: 3107.644531
	Iteration 24Q: 3 clusters Score -1548003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1548026.500000 Penalty: 3107.644531
	Iteration 25Q: 3 clusters Score -1548026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1548053.000000 Penalty: 3107.644531
	Iteration 26Q: 3 clusters Score -1548053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1548073.375000 Penalty: 3107.644531
	Iteration 27Q: 3 clusters Score -1548073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1548100.625000 Penalty: 3107.644531
	Iteration 28Q: 3 clusters Score -1548101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1548138.750000 Penalty: 3107.644531
	Iteration 29Q: 3 clusters Score -1548139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1548172.375000 Penalty: 3107.644531
	Iteration 30Q: 3 clusters Score -1548172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1548213.125000 Penalty: 3107.644531
	Iteration 31Q: 3 clusters Score -1548213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1548249.625000 Penalty: 3107.644531
	Iteration 32Q: 3 clusters Score -1548250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1548265.750000 Penalty: 3107.644531
	Iteration 33Q: 3 clusters Score -1548266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1548285.500000 Penalty: 3107.644531
	Iteration 34Q: 3 clusters Score -1548286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1548300.250000 Penalty: 3107.644531
	Iteration 35Q: 3 clusters Score -1548300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1548319.125000 Penalty: 3107.644531
	Iteration 36Q: 3 clusters Score -1548319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1548331.375000 Penalty: 3107.644531
	Iteration 37Q: 3 clusters Score -1548331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1548336.875000 Penalty: 3107.644531
	Iteration 38Q: 3 clusters Score -1548337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1548344.875000 Penalty: 3107.644531
	Iteration 39Q: 3 clusters Score -1548345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1548349.375000 Penalty: 3107.644531
	Iteration 40F: 3 clusters Score -1548349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1548355.625000 Penalty: 3107.644531
	Iteration 41Q: 3 clusters Score -1548356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1548360.875000 Penalty: 3107.644531
	Iteration 42Q: 3 clusters Score -1548361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1548370.625000 Penalty: 3107.644531
	Iteration 43Q: 3 clusters Score -1548371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1548375.875000 Penalty: 3107.644531
	Iteration 44Q: 3 clusters Score -1548376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1548376.875000 Penalty: 3107.644531
	Iteration 45Q: 3 clusters Score -1548377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1548378.125000 Penalty: 3107.644531
	Iteration 46Q: 3 clusters Score -1548378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1548377.750000 Penalty: 3107.644531
	Iteration 47Q: 3 clusters Score -1548378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1548378.875000 Penalty: 3107.644531
	Iteration 48Q: 3 clusters Score -1548379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1548378.875000 Penalty: 3107.644531
	Iteration 49F: 3 clusters Score -1548379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -427071.812500 Penalty: 1351.636963
	Iteration 0F: 2 clusters Score -427071.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -423699.062500 Penalty: 2703.273926
	Iteration 0F: 3 clusters Score -423699.1 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -424588.125000 Penalty: 2703.273926
	Iteration 1F: 3 clusters Score -424588.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -424737.875000 Penalty: 2703.273926
	Iteration 2F: 3 clusters Score -424737.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -424853.875000 Penalty: 2703.273926
	Iteration 3Q: 3 clusters Score -424853.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -424940.468750 Penalty: 2703.273926
	Iteration 4Q: 3 clusters Score -424940.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -425011.656250 Penalty: 2703.273926
	Iteration 5Q: 3 clusters Score -425011.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -425091.718750 Penalty: 2703.273926
	Iteration 6Q: 3 clusters Score -425091.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -425184.843750 Penalty: 2703.273926
	Iteration 7Q: 3 clusters Score -425184.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -425330.812500 Penalty: 2703.273926
	Iteration 8Q: 3 clusters Score -425330.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -425531.406250 Penalty: 2703.273926
	Iteration 9Q: 3 clusters Score -425531.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -425763.218750 Penalty: 2703.273926
	Iteration 10F: 3 clusters Score -425763.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -426011.281250 Penalty: 2703.273926
	Iteration 11F: 3 clusters Score -426011.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -426211.968750 Penalty: 2703.273926
	Iteration 12F: 3 clusters Score -426212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -426350.656250 Penalty: 2703.273926
	Iteration 13Q: 3 clusters Score -426350.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -426431.906250 Penalty: 2703.273926
	Iteration 14Q: 3 clusters Score -426431.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -426479.343750 Penalty: 2703.273926
	Iteration 15Q: 3 clusters Score -426479.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -426498.500000 Penalty: 2703.273926
	Iteration 16Q: 3 clusters Score -426498.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -426509.562500 Penalty: 2703.273926
	Iteration 17Q: 3 clusters Score -426509.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -426516.375000 Penalty: 2703.273926
	Iteration 18Q: 3 clusters Score -426516.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -426520.312500 Penalty: 2703.273926
	Iteration 19Q: 3 clusters Score -426520.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -426522.125000 Penalty: 2703.273926
	Iteration 20F: 3 clusters Score -426522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -426523.093750 Penalty: 2703.273926
	Iteration 21Q: 3 clusters Score -426523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -426523.937500 Penalty: 2703.273926
	Iteration 22Q: 3 clusters Score -426523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -426524.968750 Penalty: 2703.273926
	Iteration 23Q: 3 clusters Score -426525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -426525.906250 Penalty: 2703.273926
	Iteration 24Q: 3 clusters Score -426525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -426525.781250 Penalty: 2703.273926
	Iteration 25Q: 3 clusters Score -426525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -426526.750000 Penalty: 2703.273926
	Iteration 26Q: 3 clusters Score -426526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -426526.375000 Penalty: 2703.273926
	Iteration 27Q: 3 clusters Score -426526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -426527.656250 Penalty: 2703.273926
	Iteration 28Q: 3 clusters Score -426527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -426528.281250 Penalty: 2703.273926
	Iteration 29Q: 3 clusters Score -426528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -426528.281250 Penalty: 2703.273926
	Iteration 30F: 3 clusters Score -426528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Entering Unmasked Estep 
Score: -1276955.625000 Penalty: 1521.692627
	Iteration 0F: 2 clusters Score -1276956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1268736.250000 Penalty: 3043.385254
	Iteration 0F: 3 clusters Score -1268736 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1271389.750000 Penalty: 3043.385254
	Iteration 1F: 3 clusters Score -1271390 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1271649.750000 Penalty: 3043.385254
	Iteration 2F: 3 clusters Score -1271650 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1271900.000000 Penalty: 3043.385254
	Iteration 3Q: 3 clusters Score -1271900 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1272167.000000 Penalty: 3043.385254
	Iteration 4Q: 3 clusters Score -1272167 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1272467.875000 Penalty: 3043.385254
	Iteration 5Q: 3 clusters Score -1272468 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1272868.000000 Penalty: 3043.385254
	Iteration 6F: 3 clusters Score -1272868 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1273342.125000 Penalty: 3043.385254
	Iteration 7F: 3 clusters Score -1273342 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1273842.875000 Penalty: 3043.385254
	Iteration 8F: 3 clusters Score -1273843 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1274324.625000 Penalty: 3043.385254
	Iteration 9F: 3 clusters Score -1274325 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1274779.375000 Penalty: 3043.385254
	Iteration 10Q: 3 clusters Score -1274779 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1275107.000000 Penalty: 3043.385254
	Iteration 11Q: 3 clusters Score -1275107 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1275279.125000 Penalty: 3043.385254
	Iteration 12Q: 3 clusters Score -1275279 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1275372.375000 Penalty: 3043.385254
	Iteration 13Q: 3 clusters Score -1275372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1275430.500000 Penalty: 3043.385254
	Iteration 14Q: 3 clusters Score -1275430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1275486.500000 Penalty: 3043.385254
	Iteration 15Q: 3 clusters Score -1275486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1275516.000000 Penalty: 3043.385254
	Iteration 16Q: 3 clusters Score -1275516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1275540.500000 Penalty: 3043.385254
	Iteration 17Q: 3 clusters Score -1275540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1275575.125000 Penalty: 3043.385254
	Iteration 18Q: 3 clusters Score -1275575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1275594.875000 Penalty: 3043.385254
	Iteration 19Q: 3 clusters Score -1275595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1275615.625000 Penalty: 3043.385254
	Iteration 20F: 3 clusters Score -1275616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1275619.875000 Penalty: 3043.385254
	Iteration 21Q: 3 clusters Score -1275620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1275632.000000 Penalty: 3043.385254
	Iteration 22Q: 3 clusters Score -1275632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1275641.000000 Penalty: 3043.385254
	Iteration 23Q: 3 clusters Score -1275641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1275650.750000 Penalty: 3043.385254
	Iteration 24Q: 3 clusters Score -1275651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1275655.750000 Penalty: 3043.385254
	Iteration 25Q: 3 clusters Score -1275656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1275666.750000 Penalty: 3043.385254
	Iteration 26Q: 3 clusters Score -1275667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1275671.875000 Penalty: 3043.385254
	Iteration 27Q: 3 clusters Score -1275672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1275673.625000 Penalty: 3043.385254
	Iteration 28Q: 3 clusters Score -1275674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1275675.125000 Penalty: 3043.385254
	Iteration 29Q: 3 clusters Score -1275675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1275680.125000 Penalty: 3043.385254
	Iteration 30Q: 3 clusters Score -1275680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1275685.125000 Penalty: 3043.385254
	Iteration 31Q: 3 clusters Score -1275685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1275689.375000 Penalty: 3043.385254
	Iteration 32Q: 3 clusters Score -1275689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1275691.125000 Penalty: 3043.385254
	Iteration 33Q: 3 clusters Score -1275691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1275689.375000 Penalty: 3043.385254
	Iteration 34Q: 3 clusters Score -1275689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1275691.500000 Penalty: 3043.385254
	Iteration 35Q: 3 clusters Score -1275692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1275693.500000 Penalty: 3043.385254
	Iteration 36Q: 3 clusters Score -1275694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1275693.000000 Penalty: 3043.385254
	Iteration 37Q: 3 clusters Score -1275693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1275696.625000 Penalty: 3043.385254
	Iteration 38Q: 3 clusters Score -1275697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1275695.000000 Penalty: 3043.385254
	Iteration 39Q: 3 clusters Score -1275695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1275696.875000 Penalty: 3043.385254
	Iteration 40F: 3 clusters Score -1275697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1275693.750000 Penalty: 3043.385254
	Iteration 41Q: 3 clusters Score -1275694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1275695.625000 Penalty: 3043.385254
	Iteration 42Q: 3 clusters Score -1275696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1275698.250000 Penalty: 3043.385254
	Iteration 43Q: 3 clusters Score -1275698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1275696.500000 Penalty: 3043.385254
	Iteration 44Q: 3 clusters Score -1275696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1275697.250000 Penalty: 3043.385254
	Iteration 45Q: 3 clusters Score -1275697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1275698.375000 Penalty: 3043.385254
	Iteration 46Q: 3 clusters Score -1275698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1275698.750000 Penalty: 3043.385254
	Iteration 47Q: 3 clusters Score -1275699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1275698.250000 Penalty: 3043.385254
	Iteration 48Q: 3 clusters Score -1275698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1275698.250000 Penalty: 3043.385254
	Iteration 49F: 3 clusters Score -1275698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -176216.718750 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -176216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174279.968750 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -174280 nChanged 619
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: -174730.984375 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -174731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -174841.093750 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -174841.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174911.000000 Penalty: 2433.877197
	Iteration 3Q: 3 clusters Score -174911 nChanged 62
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: -174967.968750 Penalty: 2433.877197
	Iteration 4Q: 3 clusters Score -174968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -175016.750000 Penalty: 2433.877197
	Iteration 5Q: 3 clusters Score -175016.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -175054.515625 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -175054.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175096.984375 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -175097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -175144.828125 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -175144.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -175191.968750 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -175192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -175242.703125 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -175242.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175304.109375 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -175304.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175342.953125 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -175343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175382.937500 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -175382.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175411.468750 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -175411.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -175434.203125 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -175434.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175453.437500 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -175453.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175481.875000 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -175481.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175504.937500 Penalty: 2433.877197
	Iteration 18Q: 3 clusters Score -175504.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -175518.234375 Penalty: 2433.877197
	Iteration 19Q: 3 clusters Score -175518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -175528.953125 Penalty: 2433.877197
	Iteration 20F: 3 clusters Score -175529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -175539.031250 Penalty: 2433.877197
	Iteration 21Q: 3 clusters Score -175539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -175551.437500 Penalty: 2433.877197
	Iteration 22Q: 3 clusters Score -175551.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175562.296875 Penalty: 2433.877197
	Iteration 23Q: 3 clusters Score -175562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -175574.906250 Penalty: 2433.877197
	Iteration 24Q: 3 clusters Score -175574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175583.921875 Penalty: 2433.877197
	Iteration 25Q: 3 clusters Score -175583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -175589.968750 Penalty: 2433.877197
	Iteration 26Q: 3 clusters Score -175590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -175593.875000 Penalty: 2433.877197
	Iteration 27Q: 3 clusters Score -175593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -175595.171875 Penalty: 2433.877197
	Iteration 28Q: 3 clusters Score -175595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175596.703125 Penalty: 2433.877197
	Iteration 29Q: 3 clusters Score -175596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -175598.921875 Penalty: 2433.877197
	Iteration 30Q: 3 clusters Score -175598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175599.625000 Penalty: 2433.877197
	Iteration 31Q: 3 clusters Score -175599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175599.625000 Penalty: 2433.877197
	Iteration 32F: 3 clusters Score -175599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -462938.906250 Penalty: 1368.861206
	Iteration 0F: 2 clusters Score -462938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -459262.531250 Penalty: 2737.722412
	Iteration 0F: 3 clusters Score -459262.5 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -460298.718750 Penalty: 2737.722412
	Iteration 1F: 3 clusters Score -460298.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -460520.718750 Penalty: 2737.722412
	Iteration 2F: 3 clusters Score -460520.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -460694.031250 Penalty: 2737.722412
	Iteration 3F: 3 clusters Score -460694 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -460842.687500 Penalty: 2737.722412
	Iteration 4F: 3 clusters Score -460842.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -460990.000000 Penalty: 2737.722412
	Iteration 5F: 3 clusters Score -460990 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -461116.968750 Penalty: 2737.722412
	Iteration 6Q: 3 clusters Score -461117 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -461219.906250 Penalty: 2737.722412
	Iteration 7Q: 3 clusters Score -461219.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -461320.250000 Penalty: 2737.722412
	Iteration 8Q: 3 clusters Score -461320.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -461417.968750 Penalty: 2737.722412
	Iteration 9Q: 3 clusters Score -461418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -461520.281250 Penalty: 2737.722412
	Iteration 10Q: 3 clusters Score -461520.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -461601.750000 Penalty: 2737.722412
	Iteration 11Q: 3 clusters Score -461601.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -461686.031250 Penalty: 2737.722412
	Iteration 12Q: 3 clusters Score -461686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -461757.906250 Penalty: 2737.722412
	Iteration 13Q: 3 clusters Score -461757.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -461812.625000 Penalty: 2737.722412
	Iteration 14Q: 3 clusters Score -461812.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -461873.125000 Penalty: 2737.722412
	Iteration 15Q: 3 clusters Score -461873.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -461916.375000 Penalty: 2737.722412
	Iteration 16Q: 3 clusters Score -461916.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -461944.156250 Penalty: 2737.722412
	Iteration 17Q: 3 clusters Score -461944.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -461972.968750 Penalty: 2737.722412
	Iteration 18Q: 3 clusters Score -461973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -461987.718750 Penalty: 2737.722412
	Iteration 19Q: 3 clusters Score -461987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -461996.187500 Penalty: 2737.722412
	Iteration 20F: 3 clusters Score -461996.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -462002.312500 Penalty: 2737.722412
	Iteration 21Q: 3 clusters Score -462002.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -462006.718750 Penalty: 2737.722412
	Iteration 22Q: 3 clusters Score -462006.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -462013.187500 Penalty: 2737.722412
	Iteration 23Q: 3 clusters Score -462013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -462018.000000 Penalty: 2737.722412
	Iteration 24Q: 3 clusters Score -462018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -462018.968750 Penalty: 2737.722412
	Iteration 25Q: 3 clusters Score -462019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -462019.000000 Penalty: 2737.722412
	Iteration 26Q: 3 clusters Score -462019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -462020.000000 Penalty: 2737.722412
	Iteration 27Q: 3 clusters Score -462020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -462020.000000 Penalty: 2737.722412
	Iteration 28F: 3 clusters Score -462020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -544836.875000 Penalty: 1393.971802
	Iteration 0F: 2 clusters Score -544836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -540629.812500 Penalty: 2787.943604
	Iteration 0F: 3 clusters Score -540629.8 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -541812.437500 Penalty: 2787.943604
	Iteration 1F: 3 clusters Score -541812.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -542046.812500 Penalty: 2787.943604
	Iteration 2F: 3 clusters Score -542046.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -542238.687500 Penalty: 2787.943604
	Iteration 3F: 3 clusters Score -542238.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -542416.750000 Penalty: 2787.943604
	Iteration 4Q: 3 clusters Score -542416.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -542537.062500 Penalty: 2787.943604
	Iteration 5Q: 3 clusters Score -542537.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -542626.000000 Penalty: 2787.943604
	Iteration 6Q: 3 clusters Score -542626 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -542709.125000 Penalty: 2787.943604
	Iteration 7Q: 3 clusters Score -542709.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -542764.437500 Penalty: 2787.943604
	Iteration 8Q: 3 clusters Score -542764.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -542803.750000 Penalty: 2787.943604
	Iteration 9Q: 3 clusters Score -542803.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -542845.062500 Penalty: 2787.943604
	Iteration 10Q: 3 clusters Score -542845.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -542874.437500 Penalty: 2787.943604
	Iteration 11Q: 3 clusters Score -542874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -542898.062500 Penalty: 2787.943604
	Iteration 12Q: 3 clusters Score -542898.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -542925.687500 Penalty: 2787.943604
	Iteration 13Q: 3 clusters Score -542925.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -542953.937500 Penalty: 2787.943604
	Iteration 14Q: 3 clusters Score -542953.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -542989.187500 Penalty: 2787.943604
	Iteration 15Q: 3 clusters Score -542989.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -543023.312500 Penalty: 2787.943604
	Iteration 16Q: 3 clusters Score -543023.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -543063.500000 Penalty: 2787.943604
	Iteration 17Q: 3 clusters Score -543063.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -543104.250000 Penalty: 2787.943604
	Iteration 18Q: 3 clusters Score -543104.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -543161.000000 Penalty: 2787.943604
	Iteration 19Q: 3 clusters Score -543161 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -543238.187500 Penalty: 2787.943604
	Iteration 20F: 3 clusters Score -543238.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -543330.062500 Penalty: 2787.943604
	Iteration 21Q: 3 clusters Score -543330.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -543437.750000 Penalty: 2787.943604
	Iteration 22Q: 3 clusters Score -543437.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -543575.312500 Penalty: 2787.943604
	Iteration 23Q: 3 clusters Score -543575.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -543702.625000 Penalty: 2787.943604
	Iteration 24Q: 3 clusters Score -543702.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -543795.687500 Penalty: 2787.943604
	Iteration 25Q: 3 clusters Score -543795.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -543858.000000 Penalty: 2787.943604
	Iteration 26Q: 3 clusters Score -543858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -543894.750000 Penalty: 2787.943604
	Iteration 27Q: 3 clusters Score -543894.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -543920.812500 Penalty: 2787.943604
	Iteration 28Q: 3 clusters Score -543920.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -543940.062500 Penalty: 2787.943604
	Iteration 29Q: 3 clusters Score -543940.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -543956.312500 Penalty: 2787.943604
	Iteration 30Q: 3 clusters Score -543956.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -543971.375000 Penalty: 2787.943604
	Iteration 31Q: 3 clusters Score -543971.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -543990.500000 Penalty: 2787.943604
	Iteration 32Q: 3 clusters Score -543990.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -544003.812500 Penalty: 2787.943604
	Iteration 33Q: 3 clusters Score -544003.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -544014.312500 Penalty: 2787.943604
	Iteration 34Q: 3 clusters Score -544014.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -544024.812500 Penalty: 2787.943604
	Iteration 35Q: 3 clusters Score -544024.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -544036.687500 Penalty: 2787.943604
	Iteration 36Q: 3 clusters Score -544036.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -544045.937500 Penalty: 2787.943604
	Iteration 37Q: 3 clusters Score -544045.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -544054.500000 Penalty: 2787.943604
	Iteration 38Q: 3 clusters Score -544054.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -544060.437500 Penalty: 2787.943604
	Iteration 39Q: 3 clusters Score -544060.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -544067.500000 Penalty: 2787.943604
	Iteration 40F: 3 clusters Score -544067.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -544074.937500 Penalty: 2787.943604
	Iteration 41Q: 3 clusters Score -544074.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -544084.000000 Penalty: 2787.943604
	Iteration 42Q: 3 clusters Score -544084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -544091.687500 Penalty: 2787.943604
	Iteration 43Q: 3 clusters Score -544091.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -544098.250000 Penalty: 2787.943604
	Iteration 44Q: 3 clusters Score -544098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -544108.125000 Penalty: 2787.943604
	Iteration 45Q: 3 clusters Score -544108.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -544119.750000 Penalty: 2787.943604
	Iteration 46Q: 3 clusters Score -544119.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -544132.250000 Penalty: 2787.943604
	Iteration 47Q: 3 clusters Score -544132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -544138.125000 Penalty: 2787.943604
	Iteration 48Q: 3 clusters Score -544138.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -544142.187500 Penalty: 2787.943604
	Iteration 49Q: 3 clusters Score -544142.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -544145.812500 Penalty: 2787.943604
	Iteration 50Q: 3 clusters Score -544145.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -544150.812500 Penalty: 2787.943604
	Iteration 51Q: 3 clusters Score -544150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -544154.187500 Penalty: 2787.943604
	Iteration 52Q: 3 clusters Score -544154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -544156.250000 Penalty: 2787.943604
	Iteration 53Q: 3 clusters Score -544156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -544160.125000 Penalty: 2787.943604
	Iteration 54Q: 3 clusters Score -544160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -544160.062500 Penalty: 2787.943604
	Iteration 55Q: 3 clusters Score -544160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -544161.750000 Penalty: 2787.943604
	Iteration 56Q: 3 clusters Score -544161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -544163.062500 Penalty: 2787.943604
	Iteration 57Q: 3 clusters Score -544163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -544165.062500 Penalty: 2787.943604
	Iteration 58Q: 3 clusters Score -544165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -544164.375000 Penalty: 2787.943604
	Iteration 59Q: 3 clusters Score -544164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -544164.687500 Penalty: 2787.943604
	Iteration 60F: 3 clusters Score -544164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -544166.500000 Penalty: 2787.943604
	Iteration 61Q: 3 clusters Score -544166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -544166.250000 Penalty: 2787.943604
	Iteration 62Q: 3 clusters Score -544166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -544168.562500 Penalty: 2787.943604
	Iteration 63Q: 3 clusters Score -544168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -544168.687500 Penalty: 2787.943604
	Iteration 64Q: 3 clusters Score -544168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -544169.875000 Penalty: 2787.943604
	Iteration 65Q: 3 clusters Score -544169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -544169.375000 Penalty: 2787.943604
	Iteration 66Q: 3 clusters Score -544169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -544170.562500 Penalty: 2787.943604
	Iteration 67Q: 3 clusters Score -544170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -544173.187500 Penalty: 2787.943604
	Iteration 68Q: 3 clusters Score -544173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -544174.937500 Penalty: 2787.943604
	Iteration 69Q: 3 clusters Score -544174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -544177.000000 Penalty: 2787.943604
	Iteration 70Q: 3 clusters Score -544177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -544181.687500 Penalty: 2787.943604
	Iteration 71Q: 3 clusters Score -544181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -544183.375000 Penalty: 2787.943604
	Iteration 72Q: 3 clusters Score -544183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -544185.375000 Penalty: 2787.943604
	Iteration 73Q: 3 clusters Score -544185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -544185.500000 Penalty: 2787.943604
	Iteration 74Q: 3 clusters Score -544185.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -544187.625000 Penalty: 2787.943604
	Iteration 75Q: 3 clusters Score -544187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -544187.937500 Penalty: 2787.943604
	Iteration 76Q: 3 clusters Score -544187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -544188.062500 Penalty: 2787.943604
	Iteration 77Q: 3 clusters Score -544188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -544188.875000 Penalty: 2787.943604
	Iteration 78Q: 3 clusters Score -544188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -544190.312500 Penalty: 2787.943604
	Iteration 79Q: 3 clusters Score -544190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -544189.750000 Penalty: 2787.943604
	Iteration 80F: 3 clusters Score -544189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -544190.375000 Penalty: 2787.943604
	Iteration 81Q: 3 clusters Score -544190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -544190.687500 Penalty: 2787.943604
	Iteration 82Q: 3 clusters Score -544190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -544191.687500 Penalty: 2787.943604
	Iteration 83Q: 3 clusters Score -544191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -544192.375000 Penalty: 2787.943604
	Iteration 84Q: 3 clusters Score -544192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -544194.500000 Penalty: 2787.943604
	Iteration 85Q: 3 clusters Score -544194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -544194.625000 Penalty: 2787.943604
	Iteration 86Q: 3 clusters Score -544194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -544194.937500 Penalty: 2787.943604
	Iteration 87Q: 3 clusters Score -544194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -544194.937500 Penalty: 2787.943604
	Iteration 88F: 3 clusters Score -544194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (59107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Entering Unmasked Estep 
Score: -6107424.500000 Penalty: 1785.404419
	Iteration 0F: 2 clusters Score -6107424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -6067904.000000 Penalty: 3570.808838
	Iteration 0F: 3 clusters Score -6067904 nChanged 27833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -6084392.000000 Penalty: 3570.808838
	Iteration 1F: 3 clusters Score -6084392 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -6086003.000000 Penalty: 3570.808838
	Iteration 2F: 3 clusters Score -6086003 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -6088362.500000 Penalty: 3570.808838
	Iteration 3F: 3 clusters Score -6088362 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -6091438.500000 Penalty: 3570.808838
	Iteration 4F: 3 clusters Score -6091438 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -6094839.500000 Penalty: 3570.808838
	Iteration 5F: 3 clusters Score -6094840 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -6097808.000000 Penalty: 3570.808838
	Iteration 6F: 3 clusters Score -6097808 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -6099749.000000 Penalty: 3570.808838
	Iteration 7F: 3 clusters Score -6099749 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6100795 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6101493 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6102025.500000 Penalty: 3570.808838
	Iteration 10Q: 3 clusters Score -6102026 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -6102555.500000 Penalty: 3570.808838
	Iteration 11Q: 3 clusters Score -6102556 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -6103056.500000 Penalty: 3570.808838
	Iteration 12Q: 3 clusters Score -6103056 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -6103526.000000 Penalty: 3570.808838
	Iteration 13Q: 3 clusters Score -6103526 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -6103989.000000 Penalty: 3570.808838
	Iteration 14Q: 3 clusters Score -6103989 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6104451.500000 Penalty: 3570.808838
	Iteration 15Q: 3 clusters Score -6104452 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -6104924.500000 Penalty: 3570.808838
	Iteration 16Q: 3 clusters Score -6104924 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -6105305.500000 Penalty: 3570.808838
	Iteration 17Q: 3 clusters Score -6105306 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6105630 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -6105920.500000 Penalty: 3570.808838
	Iteration 19Q: 3 clusters Score -6105920 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -6106131.500000 Penalty: 3570.808838
	Iteration 20F: 3 clusters Score -6106132 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6106310.500000 Penalty: 3570.808838
	Iteration 21Q: 3 clusters Score -6106310 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -6106440.000000 Penalty: 3570.808838
	Iteration 22Q: 3 clusters Score -6106440 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -6106599.000000 Penalty: 3570.808838
	Iteration 23Q: 3 clusters Score -6106599 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -6106713.500000 Penalty: 3570.808838
	Iteration 24Q: 3 clusters Score -6106714 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -6106812.000000 Penalty: 3570.808838
	Iteration 25Q: 3 clusters Score -6106812 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -6106869.500000 Penalty: 3570.808838
	Iteration 26Q: 3 clusters Score -6106870 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -6106924.500000 Penalty: 3570.808838
	Iteration 27Q: 3 clusters Score -6106924 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -6106954.500000 Penalty: 3570.808838
	Iteration 28Q: 3 clusters Score -6106954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -6107005.000000 Penalty: 3570.808838
	Iteration 29Q: 3 clusters Score -6107005 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -6107044.000000 Penalty: 3570.808838
	Iteration 30Q: 3 clusters Score -6107044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6107071.500000 Penalty: 3570.808838
	Iteration 31Q: 3 clusters Score -6107072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -6107080.000000 Penalty: 3570.808838
	Iteration 32Q: 3 clusters Score -6107080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -6107102.000000 Penalty: 3570.808838
	Iteration 33Q: 3 clusters Score -6107102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -6107114.000000 Penalty: 3570.808838
	Iteration 34Q: 3 clusters Score -6107114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -6107128.000000 Penalty: 3570.808838
	Iteration 35Q: 3 clusters Score -6107128 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -6107134.000000 Penalty: 3570.808838
	Iteration 36Q: 3 clusters Score -6107134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -6107137.000000 Penalty: 3570.808838
	Iteration 37Q: 3 clusters Score -6107137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -6107150.500000 Penalty: 3570.808838
	Iteration 38Q: 3 clusters Score -6107150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -6107147.000000 Penalty: 3570.808838
	Iteration 39Q: 3 clusters Score -6107147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -6107155.500000 Penalty: 3570.808838
	Iteration 40F: 3 clusters Score -6107156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -6107163.500000 Penalty: 3570.808838
	Iteration 41Q: 3 clusters Score -6107164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -6107159.500000 Penalty: 3570.808838
	Iteration 42Q: 3 clusters Score -6107160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -6107148.500000 Penalty: 3570.808838
	Iteration 43Q: 3 clusters Score -6107148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -6107151.000000 Penalty: 3570.808838
	Iteration 44Q: 3 clusters Score -6107151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -6107153.500000 Penalty: 3570.808838
	Iteration 45Q: 3 clusters Score -6107154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -6107154.500000 Penalty: 3570.808838
	Iteration 46Q: 3 clusters Score -6107154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -6107168.000000 Penalty: 3570.808838
	Iteration 47Q: 3 clusters Score -6107168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -6107166.000000 Penalty: 3570.808838
	Iteration 48Q: 3 clusters Score -6107166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -6107171.500000 Penalty: 3570.808838
	Iteration 49Q: 3 clusters Score -6107172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -6107166.500000 Penalty: 3570.808838
	Iteration 50Q: 3 clusters Score -6107166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -6107166.000000 Penalty: 3570.808838
	Iteration 51Q: 3 clusters Score -6107166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -6107162.000000 Penalty: 3570.808838
	Iteration 52Q: 3 clusters Score -6107162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -6107161.500000 Penalty: 3570.808838
	Iteration 53Q: 3 clusters Score -6107162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -6107164.500000 Penalty: 3570.808838
	Iteration 54Q: 3 clusters Score -6107164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -6107161.000000 Penalty: 3570.808838
	Iteration 55Q: 3 clusters Score -6107161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -6107160.000000 Penalty: 3570.808838
	Iteration 56Q: 3 clusters Score -6107160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -6107170.500000 Penalty: 3570.808838
	Iteration 57Q: 3 clusters Score -6107170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -6107167.000000 Penalty: 3570.808838
	Iteration 58Q: 3 clusters Score -6107167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -6107166.000000 Penalty: 3570.808838
	Iteration 59Q: 3 clusters Score -6107166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -6107163.000000 Penalty: 3570.808838
	Iteration 60F: 3 clusters Score -6107163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6107167.500000 Penalty: 3570.808838
	Iteration 61Q: 3 clusters Score -6107168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -6107170.000000 Penalty: 3570.808838
	Iteration 62Q: 3 clusters Score -6107170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -6107164.500000 Penalty: 3570.808838
	Iteration 63Q: 3 clusters Score -6107164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -6107163.000000 Penalty: 3570.808838
	Iteration 64Q: 3 clusters Score -6107163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -6107164.000000 Penalty: 3570.808838
	Iteration 65Q: 3 clusters Score -6107164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -6107164.000000 Penalty: 3570.808838
	Iteration 66Q: 3 clusters Score -6107164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -6107162.500000 Penalty: 3570.808838
	Iteration 67Q: 3 clusters Score -6107162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -6107167.500000 Penalty: 3570.808838
	Iteration 68Q: 3 clusters Score -6107168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -6107163.500000 Penalty: 3570.808838
	Iteration 69Q: 3 clusters Score -6107164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -6107163.000000 Penalty: 3570.808838
	Iteration 70Q: 3 clusters Score -6107163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -6107157.500000 Penalty: 3570.808838
	Iteration 71Q: 3 clusters Score -6107158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -6107157.500000 Penalty: 3570.808838
	Iteration 72F: 3 clusters Score -6107158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (178324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178324 members 
Entering Unmasked Estep 
Score: -19306050.000000 Penalty: 1964.845581
	Iteration 0F: 2 clusters Score -1.930605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -19206240.000000 Penalty: 3929.691162
	Iteration 0F: 3 clusters Score -1.920624e+07 nChanged 86212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -19256996.000000 Penalty: 3929.691162
	Iteration 1F: 3 clusters Score -1.9257e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -19258338.000000 Penalty: 3929.691162
	Iteration 2Q: 3 clusters Score -1.925834e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -19260508.000000 Penalty: 3929.691162
	Iteration 3Q: 3 clusters Score -1.926051e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -19264022.000000 Penalty: 3929.691162
	Iteration 4F: 3 clusters Score -1.926402e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -19269326.000000 Penalty: 3929.691162
	Iteration 5F: 3 clusters Score -1.926933e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128409 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -19276350.000000 Penalty: 3929.691162
	Iteration 6F: 3 clusters Score -1.927635e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131641 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -19283204.000000 Penalty: 3929.691162
	Iteration 7F: 3 clusters Score -1.92832e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -19287838.000000 Penalty: 3929.691162
	Iteration 8F: 3 clusters Score -1.928784e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128706 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -19289212.000000 Penalty: 3929.691162
	Iteration 9Q: 3 clusters Score -1.928921e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -19289502.000000 Penalty: 3929.691162
	Iteration 10Q: 3 clusters Score -1.92895e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -19289728.000000 Penalty: 3929.691162
	Iteration 11Q: 3 clusters Score -1.928973e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119170 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -19289932.000000 Penalty: 3929.691162
	Iteration 12Q: 3 clusters Score -1.928993e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -19290654.000000 Penalty: 3929.691162
	Iteration 13Q: 3 clusters Score -1.929065e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -19291596.000000 Penalty: 3929.691162
	Iteration 14Q: 3 clusters Score -1.92916e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -19292516.000000 Penalty: 3929.691162
	Iteration 15Q: 3 clusters Score -1.929252e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -19293232.000000 Penalty: 3929.691162
	Iteration 16Q: 3 clusters Score -1.929323e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -19294024.000000 Penalty: 3929.691162
	Iteration 17Q: 3 clusters Score -1.929402e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -19294820.000000 Penalty: 3929.691162
	Iteration 18Q: 3 clusters Score -1.929482e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -19295394.000000 Penalty: 3929.691162
	Iteration 19Q: 3 clusters Score -1.929539e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -19295884.000000 Penalty: 3929.691162
	Iteration 20F: 3 clusters Score -1.929588e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -19296392.000000 Penalty: 3929.691162
	Iteration 21Q: 3 clusters Score -1.929639e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -19296946.000000 Penalty: 3929.691162
	Iteration 22Q: 3 clusters Score -1.929695e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -19297340.000000 Penalty: 3929.691162
	Iteration 23Q: 3 clusters Score -1.929734e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -19297902.000000 Penalty: 3929.691162
	Iteration 24Q: 3 clusters Score -1.92979e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -19298714.000000 Penalty: 3929.691162
	Iteration 25Q: 3 clusters Score -1.929871e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -19299614.000000 Penalty: 3929.691162
	Iteration 26Q: 3 clusters Score -1.929961e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -19300798.000000 Penalty: 3929.691162
	Iteration 27Q: 3 clusters Score -1.93008e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -19302494.000000 Penalty: 3929.691162
	Iteration 28Q: 3 clusters Score -1.930249e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -19304454.000000 Penalty: 3929.691162
	Iteration 29Q: 3 clusters Score -1.930445e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -19306440.000000 Penalty: 3929.691162
	Iteration 30Q: 3 clusters Score -1.930644e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 120435 members 
Entering Unmasked Estep 
Score: -19307776.000000 Penalty: 3929.691162
	Iteration 31Q: 3 clusters Score -1.930778e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -19308600.000000 Penalty: 3929.691162
	Iteration 32Q: 3 clusters Score -1.93086e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -19308898.000000 Penalty: 3929.691162
	Iteration 33Q: 3 clusters Score -1.93089e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 131340 members 
Entering Unmasked Estep 
Score: -19309054.000000 Penalty: 3929.691162
	Iteration 34Q: 3 clusters Score -1.930905e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 134135 members 
Entering Unmasked Estep 
Score: -19309020.000000 Penalty: 3929.691162
	Iteration 35Q: 3 clusters Score -1.930902e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 136581 members 
Entering Unmasked Estep 
Score: -19308978.000000 Penalty: 3929.691162
	Iteration 36Q: 3 clusters Score -1.930898e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 138906 members 
Entering Unmasked Estep 
Score: -19308768.000000 Penalty: 3929.691162
	Iteration 37Q: 3 clusters Score -1.930877e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -19308572.000000 Penalty: 3929.691162
	Iteration 38Q: 3 clusters Score -1.930857e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -19308374.000000 Penalty: 3929.691162
	Iteration 39Q: 3 clusters Score -1.930837e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 145032 members 
Entering Unmasked Estep 
Score: -19310266.000000 Penalty: 3929.691162
	Iteration 40F: 3 clusters Score -1.931027e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 148358 members 
Entering Unmasked Estep 
Score: -19310954.000000 Penalty: 3929.691162
	Iteration 41Q: 3 clusters Score -1.931095e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 151216 members 
Entering Unmasked Estep 
Score: -19310772.000000 Penalty: 3929.691162
	Iteration 42Q: 3 clusters Score -1.931077e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -19310744.000000 Penalty: 3929.691162
	Iteration 43Q: 3 clusters Score -1.931074e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -19310648.000000 Penalty: 3929.691162
	Iteration 44Q: 3 clusters Score -1.931065e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -19310638.000000 Penalty: 3929.691162
	Iteration 45Q: 3 clusters Score -1.931064e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 159563 members 
Entering Unmasked Estep 
Score: -19310530.000000 Penalty: 3929.691162
	Iteration 46Q: 3 clusters Score -1.931053e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 161105 members 
Entering Unmasked Estep 
Score: -19310480.000000 Penalty: 3929.691162
	Iteration 47Q: 3 clusters Score -1.931048e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 162480 members 
Entering Unmasked Estep 
Score: -19310528.000000 Penalty: 3929.691162
	Iteration 48Q: 3 clusters Score -1.931053e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -19310462.000000 Penalty: 3929.691162
	Iteration 49Q: 3 clusters Score -1.931046e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 164872 members 
Entering Unmasked Estep 
Score: -19310484.000000 Penalty: 3929.691162
	Iteration 50Q: 3 clusters Score -1.931048e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 165939 members 
Entering Unmasked Estep 
Score: -19310382.000000 Penalty: 3929.691162
	Iteration 51Q: 3 clusters Score -1.931038e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -19310302.000000 Penalty: 3929.691162
	Iteration 52Q: 3 clusters Score -1.93103e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 167742 members 
Entering Unmasked Estep 
Score: -19310254.000000 Penalty: 3929.691162
	Iteration 53Q: 3 clusters Score -1.931025e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -19310188.000000 Penalty: 3929.691162
	Iteration 54Q: 3 clusters Score -1.931019e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -19309944.000000 Penalty: 3929.691162
	Iteration 55Q: 3 clusters Score -1.930994e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 169799 members 
Entering Unmasked Estep 
Score: -19309710.000000 Penalty: 3929.691162
	Iteration 56Q: 3 clusters Score -1.930971e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -19309446.000000 Penalty: 3929.691162
	Iteration 57Q: 3 clusters Score -1.930945e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 170853 members 
Entering Unmasked Estep 
Score: -19309210.000000 Penalty: 3929.691162
	Iteration 58Q: 3 clusters Score -1.930921e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -19308982.000000 Penalty: 3929.691162
	Iteration 59Q: 3 clusters Score -1.930898e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -19308900.000000 Penalty: 3929.691162
	Iteration 60F: 3 clusters Score -1.93089e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -19308868.000000 Penalty: 3929.691162
	Iteration 61Q: 3 clusters Score -1.930887e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 172314 members 
Entering Unmasked Estep 
Score: -19308736.000000 Penalty: 3929.691162
	Iteration 62Q: 3 clusters Score -1.930874e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 172605 members 
Entering Unmasked Estep 
Score: -19308612.000000 Penalty: 3929.691162
	Iteration 63Q: 3 clusters Score -1.930861e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -19308464.000000 Penalty: 3929.691162
	Iteration 64Q: 3 clusters Score -1.930846e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -19308392.000000 Penalty: 3929.691162
	Iteration 65Q: 3 clusters Score -1.930839e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -19308346.000000 Penalty: 3929.691162
	Iteration 66Q: 3 clusters Score -1.930835e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 173678 members 
Entering Unmasked Estep 
Score: -19308172.000000 Penalty: 3929.691162
	Iteration 67Q: 3 clusters Score -1.930817e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 173910 members 
Entering Unmasked Estep 
Score: -19308162.000000 Penalty: 3929.691162
	Iteration 68Q: 3 clusters Score -1.930816e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 174120 members 
Entering Unmasked Estep 
Score: -19308046.000000 Penalty: 3929.691162
	Iteration 69Q: 3 clusters Score -1.930805e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 174315 members 
Entering Unmasked Estep 
Score: -19307972.000000 Penalty: 3929.691162
	Iteration 70Q: 3 clusters Score -1.930797e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -19307850.000000 Penalty: 3929.691162
	Iteration 71Q: 3 clusters Score -1.930785e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 174666 members 
Entering Unmasked Estep 
Score: -19307720.000000 Penalty: 3929.691162
	Iteration 72Q: 3 clusters Score -1.930772e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -19307614.000000 Penalty: 3929.691162
	Iteration 73Q: 3 clusters Score -1.930761e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 174970 members 
Entering Unmasked Estep 
Score: -19307514.000000 Penalty: 3929.691162
	Iteration 74Q: 3 clusters Score -1.930751e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 175103 members 
Entering Unmasked Estep 
Score: -19307440.000000 Penalty: 3929.691162
	Iteration 75Q: 3 clusters Score -1.930744e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 175204 members 
Entering Unmasked Estep 
Score: -19307366.000000 Penalty: 3929.691162
	Iteration 76Q: 3 clusters Score -1.930737e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 175298 members 
Entering Unmasked Estep 
Score: -19307314.000000 Penalty: 3929.691162
	Iteration 77Q: 3 clusters Score -1.930731e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 175389 members 
Entering Unmasked Estep 
Score: -19307218.000000 Penalty: 3929.691162
	Iteration 78Q: 3 clusters Score -1.930722e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -19307170.000000 Penalty: 3929.691162
	Iteration 79Q: 3 clusters Score -1.930717e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 175544 members 
Entering Unmasked Estep 
Score: -19307120.000000 Penalty: 3929.691162
	Iteration 80F: 3 clusters Score -1.930712e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 175622 members 
Entering Unmasked Estep 
Score: -19307052.000000 Penalty: 3929.691162
	Iteration 81Q: 3 clusters Score -1.930705e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 175692 members 
Entering Unmasked Estep 
Score: -19306976.000000 Penalty: 3929.691162
	Iteration 82Q: 3 clusters Score -1.930698e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 175759 members 
Entering Unmasked Estep 
Score: -19306960.000000 Penalty: 3929.691162
	Iteration 83Q: 3 clusters Score -1.930696e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -19306850.000000 Penalty: 3929.691162
	Iteration 84Q: 3 clusters Score -1.930685e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -19306788.000000 Penalty: 3929.691162
	Iteration 85Q: 3 clusters Score -1.930679e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 175923 members 
Entering Unmasked Estep 
Score: -19306732.000000 Penalty: 3929.691162
	Iteration 86Q: 3 clusters Score -1.930673e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 175976 members 
Entering Unmasked Estep 
Score: -19306676.000000 Penalty: 3929.691162
	Iteration 87Q: 3 clusters Score -1.930668e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -19306614.000000 Penalty: 3929.691162
	Iteration 88Q: 3 clusters Score -1.930661e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 176080 members 
Entering Unmasked Estep 
Score: -19306606.000000 Penalty: 3929.691162
	Iteration 89Q: 3 clusters Score -1.930661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -19306564.000000 Penalty: 3929.691162
	Iteration 90Q: 3 clusters Score -1.930656e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 176189 members 
Entering Unmasked Estep 
Score: -19306470.000000 Penalty: 3929.691162
	Iteration 91Q: 3 clusters Score -1.930647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 176237 members 
Entering Unmasked Estep 
Score: -19306366.000000 Penalty: 3929.691162
	Iteration 92Q: 3 clusters Score -1.930637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 176280 members 
Entering Unmasked Estep 
Score: -19306322.000000 Penalty: 3929.691162
	Iteration 93Q: 3 clusters Score -1.930632e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 176323 members 
Entering Unmasked Estep 
Score: -19306304.000000 Penalty: 3929.691162
	Iteration 94Q: 3 clusters Score -1.93063e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 176375 members 
Entering Unmasked Estep 
Score: -19306240.000000 Penalty: 3929.691162
	Iteration 95Q: 3 clusters Score -1.930624e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -19306188.000000 Penalty: 3929.691162
	Iteration 96Q: 3 clusters Score -1.930619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -19306150.000000 Penalty: 3929.691162
	Iteration 97Q: 3 clusters Score -1.930615e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -19306136.000000 Penalty: 3929.691162
	Iteration 98Q: 3 clusters Score -1.930614e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 176539 members 
Entering Unmasked Estep 
Score: -19306088.000000 Penalty: 3929.691162
	Iteration 99Q: 3 clusters Score -1.930609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -19306092.000000 Penalty: 3929.691162
	Iteration 100F: 3 clusters Score -1.930609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 176627 members 
Entering Unmasked Estep 
Score: -19306070.000000 Penalty: 3929.691162
	Iteration 101Q: 3 clusters Score -1.930607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -19306014.000000 Penalty: 3929.691162
	Iteration 102Q: 3 clusters Score -1.930601e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 176682 members 
Entering Unmasked Estep 
Score: -19305972.000000 Penalty: 3929.691162
	Iteration 103Q: 3 clusters Score -1.930597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -19305966.000000 Penalty: 3929.691162
	Iteration 104Q: 3 clusters Score -1.930597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 176715 members 
Entering Unmasked Estep 
Score: -19305984.000000 Penalty: 3929.691162
	Iteration 105Q: 3 clusters Score -1.930598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 176729 members 
Entering Unmasked Estep 
Score: -19305960.000000 Penalty: 3929.691162
	Iteration 106Q: 3 clusters Score -1.930596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 176748 members 
Entering Unmasked Estep 
Score: -19305920.000000 Penalty: 3929.691162
	Iteration 107Q: 3 clusters Score -1.930592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 176766 members 
Entering Unmasked Estep 
Score: -19305944.000000 Penalty: 3929.691162
	Iteration 108Q: 3 clusters Score -1.930594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 176790 members 
Entering Unmasked Estep 
Score: -19305908.000000 Penalty: 3929.691162
	Iteration 109Q: 3 clusters Score -1.930591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -19305874.000000 Penalty: 3929.691162
	Iteration 110Q: 3 clusters Score -1.930587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 176828 members 
Entering Unmasked Estep 
Score: -19305892.000000 Penalty: 3929.691162
	Iteration 111Q: 3 clusters Score -1.930589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 176846 members 
Entering Unmasked Estep 
Score: -19305864.000000 Penalty: 3929.691162
	Iteration 112Q: 3 clusters Score -1.930586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -19305840.000000 Penalty: 3929.691162
	Iteration 113Q: 3 clusters Score -1.930584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -19305798.000000 Penalty: 3929.691162
	Iteration 114Q: 3 clusters Score -1.93058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 176919 members 
Entering Unmasked Estep 
Score: -19305792.000000 Penalty: 3929.691162
	Iteration 115Q: 3 clusters Score -1.930579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -19305766.000000 Penalty: 3929.691162
	Iteration 116Q: 3 clusters Score -1.930577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 176962 members 
Entering Unmasked Estep 
Score: -19305750.000000 Penalty: 3929.691162
	Iteration 117Q: 3 clusters Score -1.930575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -19305700.000000 Penalty: 3929.691162
	Iteration 118Q: 3 clusters Score -1.93057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -19305642.000000 Penalty: 3929.691162
	Iteration 119Q: 3 clusters Score -1.930564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 177067 members 
Entering Unmasked Estep 
Score: -19305578.000000 Penalty: 3929.691162
	Iteration 120F: 3 clusters Score -1.930558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 177094 members 
Entering Unmasked Estep 
Score: -19305564.000000 Penalty: 3929.691162
	Iteration 121Q: 3 clusters Score -1.930556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 177123 members 
Entering Unmasked Estep 
Score: -19305514.000000 Penalty: 3929.691162
	Iteration 122Q: 3 clusters Score -1.930551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 177146 members 
Entering Unmasked Estep 
Score: -19305500.000000 Penalty: 3929.691162
	Iteration 123Q: 3 clusters Score -1.93055e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -19305492.000000 Penalty: 3929.691162
	Iteration 124Q: 3 clusters Score -1.930549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 177208 members 
Entering Unmasked Estep 
Score: -19305466.000000 Penalty: 3929.691162
	Iteration 125Q: 3 clusters Score -1.930547e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 177238 members 
Entering Unmasked Estep 
Score: -19305464.000000 Penalty: 3929.691162
	Iteration 126Q: 3 clusters Score -1.930546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 177267 members 
Entering Unmasked Estep 
Score: -19305438.000000 Penalty: 3929.691162
	Iteration 127Q: 3 clusters Score -1.930544e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 177295 members 
Entering Unmasked Estep 
Score: -19305394.000000 Penalty: 3929.691162
	Iteration 128Q: 3 clusters Score -1.930539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -19305404.000000 Penalty: 3929.691162
	Iteration 129Q: 3 clusters Score -1.93054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 177346 members 
Entering Unmasked Estep 
Score: -19305364.000000 Penalty: 3929.691162
	Iteration 130Q: 3 clusters Score -1.930536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 177364 members 
Entering Unmasked Estep 
Score: -19305358.000000 Penalty: 3929.691162
	Iteration 131Q: 3 clusters Score -1.930536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -19305370.000000 Penalty: 3929.691162
	Iteration 132Q: 3 clusters Score -1.930537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 177385 members 
Entering Unmasked Estep 
Score: -19305334.000000 Penalty: 3929.691162
	Iteration 133Q: 3 clusters Score -1.930533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -19305322.000000 Penalty: 3929.691162
	Iteration 134Q: 3 clusters Score -1.930532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -19305322.000000 Penalty: 3929.691162
	Iteration 135Q: 3 clusters Score -1.930532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -19305306.000000 Penalty: 3929.691162
	Iteration 136Q: 3 clusters Score -1.930531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -19305312.000000 Penalty: 3929.691162
	Iteration 137Q: 3 clusters Score -1.930531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 177424 members 
Entering Unmasked Estep 
Score: -19305302.000000 Penalty: 3929.691162
	Iteration 138Q: 3 clusters Score -1.93053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 177430 members 
Entering Unmasked Estep 
Score: -19305294.000000 Penalty: 3929.691162
	Iteration 139Q: 3 clusters Score -1.930529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -19305272.000000 Penalty: 3929.691162
	Iteration 140F: 3 clusters Score -1.930527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -19305278.000000 Penalty: 3929.691162
	Iteration 141Q: 3 clusters Score -1.930528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 177457 members 
Entering Unmasked Estep 
Score: -19305270.000000 Penalty: 3929.691162
	Iteration 142Q: 3 clusters Score -1.930527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 177466 members 
Entering Unmasked Estep 
Score: -19305262.000000 Penalty: 3929.691162
	Iteration 143Q: 3 clusters Score -1.930526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 177469 members 
Entering Unmasked Estep 
Score: -19305250.000000 Penalty: 3929.691162
	Iteration 144Q: 3 clusters Score -1.930525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 177473 members 
Entering Unmasked Estep 
Score: -19305236.000000 Penalty: 3929.691162
	Iteration 145Q: 3 clusters Score -1.930524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 177477 members 
Entering Unmasked Estep 
Score: -19305248.000000 Penalty: 3929.691162
	Iteration 146Q: 3 clusters Score -1.930525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 177479 members 
Entering Unmasked Estep 
Score: -19305230.000000 Penalty: 3929.691162
	Iteration 147Q: 3 clusters Score -1.930523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -19305228.000000 Penalty: 3929.691162
	Iteration 148Q: 3 clusters Score -1.930523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -19305228.000000 Penalty: 3929.691162
	Iteration 149F: 3 clusters Score -1.930523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (103030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Entering Unmasked Estep 
Score: -11055135.000000 Penalty: 1875.700928
	Iteration 0F: 2 clusters Score -1.105514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -10986663.000000 Penalty: 3751.401855
	Iteration 0F: 3 clusters Score -1.098666e+07 nChanged 49238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -11015206.000000 Penalty: 3751.401855
	Iteration 1F: 3 clusters Score -1.101521e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -11015928.000000 Penalty: 3751.401855
	Iteration 2Q: 3 clusters Score -1.101593e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -11016726.000000 Penalty: 3751.401855
	Iteration 3Q: 3 clusters Score -1.101673e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -11017715.000000 Penalty: 3751.401855
	Iteration 4Q: 3 clusters Score -1.101772e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -11019193.000000 Penalty: 3751.401855
	Iteration 5Q: 3 clusters Score -1.101919e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -11021427.000000 Penalty: 3751.401855
	Iteration 6Q: 3 clusters Score -1.102143e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -11025169.000000 Penalty: 3751.401855
	Iteration 7F: 3 clusters Score -1.102517e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -11030676.000000 Penalty: 3751.401855
	Iteration 8F: 3 clusters Score -1.103068e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -11037412.000000 Penalty: 3751.401855
	Iteration 9F: 3 clusters Score -1.103741e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -11043908.000000 Penalty: 3751.401855
	Iteration 10F: 3 clusters Score -1.104391e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -11048599.000000 Penalty: 3751.401855
	Iteration 11F: 3 clusters Score -1.10486e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -11051117.000000 Penalty: 3751.401855
	Iteration 12Q: 3 clusters Score -1.105112e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -11052377.000000 Penalty: 3751.401855
	Iteration 13Q: 3 clusters Score -1.105238e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -11052941.000000 Penalty: 3751.401855
	Iteration 14Q: 3 clusters Score -1.105294e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 102549 members 
Entering Unmasked Estep 
Score: -11053221.000000 Penalty: 3751.401855
	Iteration 15Q: 3 clusters Score -1.105322e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -11053349.000000 Penalty: 3751.401855
	Iteration 16Q: 3 clusters Score -1.105335e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -11053414.000000 Penalty: 3751.401855
	Iteration 17Q: 3 clusters Score -1.105341e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 102706 members 
Entering Unmasked Estep 
Score: -11053463.000000 Penalty: 3751.401855
	Iteration 18Q: 3 clusters Score -1.105346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -11053500.000000 Penalty: 3751.401855
	Iteration 19Q: 3 clusters Score -1.10535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -11053528.000000 Penalty: 3751.401855
	Iteration 20F: 3 clusters Score -1.105353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -11053535.000000 Penalty: 3751.401855
	Iteration 21Q: 3 clusters Score -1.105354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -11053540.000000 Penalty: 3751.401855
	Iteration 22Q: 3 clusters Score -1.105354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -11053535.000000 Penalty: 3751.401855
	Iteration 23Q: 3 clusters Score -1.105354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -11053541.000000 Penalty: 3751.401855
	Iteration 24Q: 3 clusters Score -1.105354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -11053538.000000 Penalty: 3751.401855
	Iteration 25Q: 3 clusters Score -1.105354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -11053534.000000 Penalty: 3751.401855
	Iteration 26Q: 3 clusters Score -1.105353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -11053534.000000 Penalty: 3751.401855
	Iteration 27F: 3 clusters Score -1.105353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (175250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Entering Unmasked Estep 
Score: -18532208.000000 Penalty: 1962.019897
	Iteration 0F: 2 clusters Score -1.853221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -18414724.000000 Penalty: 3924.039795
	Iteration 0F: 3 clusters Score -1.841472e+07 nChanged 84815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 90606 members 
Entering Unmasked Estep 
Score: -18464156.000000 Penalty: 3924.039795
	Iteration 1F: 3 clusters Score -1.846416e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -18465080.000000 Penalty: 3924.039795
	Iteration 2Q: 3 clusters Score -1.846508e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -18466208.000000 Penalty: 3924.039795
	Iteration 3Q: 3 clusters Score -1.846621e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -18467890.000000 Penalty: 3924.039795
	Iteration 4Q: 3 clusters Score -1.846789e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -18471264.000000 Penalty: 3924.039795
	Iteration 5Q: 3 clusters Score -1.847126e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -18477524.000000 Penalty: 3924.039795
	Iteration 6F: 3 clusters Score -1.847752e+07 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 132007 members 
Entering Unmasked Estep 
Score: -18488612.000000 Penalty: 3924.039795
	Iteration 7F: 3 clusters Score -1.848861e+07 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -18503536.000000 Penalty: 3924.039795
	Iteration 8F: 3 clusters Score -1.850354e+07 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 162133 members 
Entering Unmasked Estep 
Score: -18517826.000000 Penalty: 3924.039795
	Iteration 9F: 3 clusters Score -1.851783e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -18526122.000000 Penalty: 3924.039795
	Iteration 10Q: 3 clusters Score -1.852612e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 173892 members 
Entering Unmasked Estep 
Score: -18529296.000000 Penalty: 3924.039795
	Iteration 11Q: 3 clusters Score -1.85293e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -18530188.000000 Penalty: 3924.039795
	Iteration 12Q: 3 clusters Score -1.853019e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175006 members 
Entering Unmasked Estep 
Score: -18530372.000000 Penalty: 3924.039795
	Iteration 13Q: 3 clusters Score -1.853037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 175049 members 
Entering Unmasked Estep 
Score: -18530440.000000 Penalty: 3924.039795
	Iteration 14Q: 3 clusters Score -1.853044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -18530482.000000 Penalty: 3924.039795
	Iteration 15Q: 3 clusters Score -1.853048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -18530498.000000 Penalty: 3924.039795
	Iteration 16Q: 3 clusters Score -1.85305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -18530514.000000 Penalty: 3924.039795
	Iteration 17Q: 3 clusters Score -1.853051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -18530524.000000 Penalty: 3924.039795
	Iteration 18Q: 3 clusters Score -1.853052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -18530546.000000 Penalty: 3924.039795
	Iteration 19Q: 3 clusters Score -1.853055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -18530568.000000 Penalty: 3924.039795
	Iteration 20F: 3 clusters Score -1.853057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -18530576.000000 Penalty: 3924.039795
	Iteration 21Q: 3 clusters Score -1.853058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -18530570.000000 Penalty: 3924.039795
	Iteration 22Q: 3 clusters Score -1.853057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -18530578.000000 Penalty: 3924.039795
	Iteration 23Q: 3 clusters Score -1.853058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -18530580.000000 Penalty: 3924.039795
	Iteration 24Q: 3 clusters Score -1.853058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -18530568.000000 Penalty: 3924.039795
	Iteration 25Q: 3 clusters Score -1.853057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -18530582.000000 Penalty: 3924.039795
	Iteration 26Q: 3 clusters Score -1.853058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -18530574.000000 Penalty: 3924.039795
	Iteration 27Q: 3 clusters Score -1.853057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -18530586.000000 Penalty: 3924.039795
	Iteration 28Q: 3 clusters Score -1.853059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175063 members 
Entering Unmasked Estep 
Score: -18530588.000000 Penalty: 3924.039795
	Iteration 29Q: 3 clusters Score -1.853059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175063 members 
Entering Unmasked Estep 
Score: -18530588.000000 Penalty: 3924.039795
	Iteration 30F: 3 clusters Score -1.853059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12042.261719 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -12042.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11373.496094 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -11373.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11514.785156 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -11514.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11563.539062 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -11563.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11580.625000 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -11580.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11588.980469 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -11588.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11590.892578 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -11590.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11595.144531 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -11595.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11595.144531 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -11595.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -11520.966797 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -11520.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10942.371094 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -10942.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11108.001953 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -11108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11117.408203 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -11117.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11123.257812 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -11123.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11123.257812 Penalty: 1708.686035
	Iteration 4F: 3 clusters Score -11123.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Entering Unmasked Estep 
Score: -855843.062500 Penalty: 1462.558472
	Iteration 0F: 2 clusters Score -855843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -849835.375000 Penalty: 2925.116943
	Iteration 0F: 3 clusters Score -849835.4 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -851751.125000 Penalty: 2925.116943
	Iteration 1F: 3 clusters Score -851751.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -852043.500000 Penalty: 2925.116943
	Iteration 2F: 3 clusters Score -852043.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -852276.375000 Penalty: 2925.116943
	Iteration 3F: 3 clusters Score -852276.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -852469.937500 Penalty: 2925.116943
	Iteration 4Q: 3 clusters Score -852469.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -852643.187500 Penalty: 2925.116943
	Iteration 5Q: 3 clusters Score -852643.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -852804.187500 Penalty: 2925.116943
	Iteration 6Q: 3 clusters Score -852804.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -852950.062500 Penalty: 2925.116943
	Iteration 7Q: 3 clusters Score -852950.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -853077.625000 Penalty: 2925.116943
	Iteration 8Q: 3 clusters Score -853077.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -853187.375000 Penalty: 2925.116943
	Iteration 9Q: 3 clusters Score -853187.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -853291.250000 Penalty: 2925.116943
	Iteration 10Q: 3 clusters Score -853291.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -853372.375000 Penalty: 2925.116943
	Iteration 11Q: 3 clusters Score -853372.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -853452.625000 Penalty: 2925.116943
	Iteration 12Q: 3 clusters Score -853452.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -853508.687500 Penalty: 2925.116943
	Iteration 13Q: 3 clusters Score -853508.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -853560.062500 Penalty: 2925.116943
	Iteration 14Q: 3 clusters Score -853560.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -853614.125000 Penalty: 2925.116943
	Iteration 15Q: 3 clusters Score -853614.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -853663.187500 Penalty: 2925.116943
	Iteration 16Q: 3 clusters Score -853663.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -853703.437500 Penalty: 2925.116943
	Iteration 17Q: 3 clusters Score -853703.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -853747.500000 Penalty: 2925.116943
	Iteration 18Q: 3 clusters Score -853747.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -853784.562500 Penalty: 2925.116943
	Iteration 19Q: 3 clusters Score -853784.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -853831.687500 Penalty: 2925.116943
	Iteration 20F: 3 clusters Score -853831.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -853892.125000 Penalty: 2925.116943
	Iteration 21Q: 3 clusters Score -853892.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -853951.062500 Penalty: 2925.116943
	Iteration 22Q: 3 clusters Score -853951.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -854002.312500 Penalty: 2925.116943
	Iteration 23Q: 3 clusters Score -854002.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -854051.500000 Penalty: 2925.116943
	Iteration 24Q: 3 clusters Score -854051.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -854093.312500 Penalty: 2925.116943
	Iteration 25Q: 3 clusters Score -854093.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -854134.125000 Penalty: 2925.116943
	Iteration 26Q: 3 clusters Score -854134.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -854172.125000 Penalty: 2925.116943
	Iteration 27Q: 3 clusters Score -854172.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -854201.312500 Penalty: 2925.116943
	Iteration 28Q: 3 clusters Score -854201.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -854225.187500 Penalty: 2925.116943
	Iteration 29Q: 3 clusters Score -854225.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -854244.000000 Penalty: 2925.116943
	Iteration 30Q: 3 clusters Score -854244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -854265.500000 Penalty: 2925.116943
	Iteration 31Q: 3 clusters Score -854265.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -854281.312500 Penalty: 2925.116943
	Iteration 32Q: 3 clusters Score -854281.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -854299.312500 Penalty: 2925.116943
	Iteration 33Q: 3 clusters Score -854299.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -854317.500000 Penalty: 2925.116943
	Iteration 34Q: 3 clusters Score -854317.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -854337.000000 Penalty: 2925.116943
	Iteration 35Q: 3 clusters Score -854337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -854355.875000 Penalty: 2925.116943
	Iteration 36Q: 3 clusters Score -854355.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -854370.500000 Penalty: 2925.116943
	Iteration 37Q: 3 clusters Score -854370.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -854383.937500 Penalty: 2925.116943
	Iteration 38Q: 3 clusters Score -854383.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -854393.625000 Penalty: 2925.116943
	Iteration 39Q: 3 clusters Score -854393.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -854400.750000 Penalty: 2925.116943
	Iteration 40F: 3 clusters Score -854400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -854407.875000 Penalty: 2925.116943
	Iteration 41Q: 3 clusters Score -854407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -854412.625000 Penalty: 2925.116943
	Iteration 42Q: 3 clusters Score -854412.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -854417.875000 Penalty: 2925.116943
	Iteration 43Q: 3 clusters Score -854417.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -854422.312500 Penalty: 2925.116943
	Iteration 44Q: 3 clusters Score -854422.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -854427.437500 Penalty: 2925.116943
	Iteration 45Q: 3 clusters Score -854427.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -854430.937500 Penalty: 2925.116943
	Iteration 46Q: 3 clusters Score -854430.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -854436.750000 Penalty: 2925.116943
	Iteration 47Q: 3 clusters Score -854436.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -854438.562500 Penalty: 2925.116943
	Iteration 48Q: 3 clusters Score -854438.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -854446.750000 Penalty: 2925.116943
	Iteration 49Q: 3 clusters Score -854446.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -854451.937500 Penalty: 2925.116943
	Iteration 50Q: 3 clusters Score -854451.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -854455.000000 Penalty: 2925.116943
	Iteration 51Q: 3 clusters Score -854455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -854461.187500 Penalty: 2925.116943
	Iteration 52Q: 3 clusters Score -854461.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -854469.250000 Penalty: 2925.116943
	Iteration 53Q: 3 clusters Score -854469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -854473.875000 Penalty: 2925.116943
	Iteration 54Q: 3 clusters Score -854473.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -854481.937500 Penalty: 2925.116943
	Iteration 55Q: 3 clusters Score -854481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -854493.875000 Penalty: 2925.116943
	Iteration 56Q: 3 clusters Score -854493.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -854504.750000 Penalty: 2925.116943
	Iteration 57Q: 3 clusters Score -854504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -854511.250000 Penalty: 2925.116943
	Iteration 58Q: 3 clusters Score -854511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -854516.187500 Penalty: 2925.116943
	Iteration 59Q: 3 clusters Score -854516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -854518.062500 Penalty: 2925.116943
	Iteration 60F: 3 clusters Score -854518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -854521.375000 Penalty: 2925.116943
	Iteration 61Q: 3 clusters Score -854521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -854523.812500 Penalty: 2925.116943
	Iteration 62Q: 3 clusters Score -854523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -854526.312500 Penalty: 2925.116943
	Iteration 63Q: 3 clusters Score -854526.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -854531.500000 Penalty: 2925.116943
	Iteration 64Q: 3 clusters Score -854531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -854533.000000 Penalty: 2925.116943
	Iteration 65Q: 3 clusters Score -854533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -854534.562500 Penalty: 2925.116943
	Iteration 66Q: 3 clusters Score -854534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -854535.250000 Penalty: 2925.116943
	Iteration 67Q: 3 clusters Score -854535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -854533.000000 Penalty: 2925.116943
	Iteration 68Q: 3 clusters Score -854533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -854533.812500 Penalty: 2925.116943
	Iteration 69Q: 3 clusters Score -854533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -854533.812500 Penalty: 2925.116943
	Iteration 70F: 3 clusters Score -854533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -9237.994141 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -9237.994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8662.326172 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -8662.326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8690.726562 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -8690.727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8712.949219 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -8712.949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8720.916992 Penalty: 1594.214355
	Iteration 3Q: 3 clusters Score -8720.917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8720.916992 Penalty: 1594.214355
	Iteration 4F: 3 clusters Score -8720.917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -281253.718750 Penalty: 1278.963989
	Iteration 0F: 2 clusters Score -281253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -278759.968750 Penalty: 2557.927979
	Iteration 0F: 3 clusters Score -278760 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -279283.312500 Penalty: 2557.927979
	Iteration 1F: 3 clusters Score -279283.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -279367.093750 Penalty: 2557.927979
	Iteration 2F: 3 clusters Score -279367.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -279429.062500 Penalty: 2557.927979
	Iteration 3Q: 3 clusters Score -279429.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -279482.562500 Penalty: 2557.927979
	Iteration 4Q: 3 clusters Score -279482.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -279520.500000 Penalty: 2557.927979
	Iteration 5Q: 3 clusters Score -279520.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -279561.875000 Penalty: 2557.927979
	Iteration 6Q: 3 clusters Score -279561.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -279597.750000 Penalty: 2557.927979
	Iteration 7Q: 3 clusters Score -279597.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -279622.375000 Penalty: 2557.927979
	Iteration 8Q: 3 clusters Score -279622.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -279641.468750 Penalty: 2557.927979
	Iteration 9Q: 3 clusters Score -279641.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -279659.125000 Penalty: 2557.927979
	Iteration 10Q: 3 clusters Score -279659.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -279672.437500 Penalty: 2557.927979
	Iteration 11Q: 3 clusters Score -279672.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -279684.187500 Penalty: 2557.927979
	Iteration 12Q: 3 clusters Score -279684.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -279692.687500 Penalty: 2557.927979
	Iteration 13Q: 3 clusters Score -279692.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -279699.500000 Penalty: 2557.927979
	Iteration 14Q: 3 clusters Score -279699.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -279706.156250 Penalty: 2557.927979
	Iteration 15Q: 3 clusters Score -279706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -279712.937500 Penalty: 2557.927979
	Iteration 16Q: 3 clusters Score -279712.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -279722.687500 Penalty: 2557.927979
	Iteration 17Q: 3 clusters Score -279722.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -279732.156250 Penalty: 2557.927979
	Iteration 18Q: 3 clusters Score -279732.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -279741.781250 Penalty: 2557.927979
	Iteration 19Q: 3 clusters Score -279741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -279751.062500 Penalty: 2557.927979
	Iteration 20F: 3 clusters Score -279751.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -279762.031250 Penalty: 2557.927979
	Iteration 21Q: 3 clusters Score -279762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -279771.343750 Penalty: 2557.927979
	Iteration 22Q: 3 clusters Score -279771.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -279780.531250 Penalty: 2557.927979
	Iteration 23Q: 3 clusters Score -279780.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -279788.218750 Penalty: 2557.927979
	Iteration 24Q: 3 clusters Score -279788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -279795.031250 Penalty: 2557.927979
	Iteration 25Q: 3 clusters Score -279795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -279801.156250 Penalty: 2557.927979
	Iteration 26Q: 3 clusters Score -279801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -279806.156250 Penalty: 2557.927979
	Iteration 27Q: 3 clusters Score -279806.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -279811.437500 Penalty: 2557.927979
	Iteration 28Q: 3 clusters Score -279811.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -279816.500000 Penalty: 2557.927979
	Iteration 29Q: 3 clusters Score -279816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -279824.625000 Penalty: 2557.927979
	Iteration 30Q: 3 clusters Score -279824.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -279832.781250 Penalty: 2557.927979
	Iteration 31Q: 3 clusters Score -279832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -279841.750000 Penalty: 2557.927979
	Iteration 32Q: 3 clusters Score -279841.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -279850.250000 Penalty: 2557.927979
	Iteration 33Q: 3 clusters Score -279850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -279858.531250 Penalty: 2557.927979
	Iteration 34Q: 3 clusters Score -279858.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -279872.000000 Penalty: 2557.927979
	Iteration 35Q: 3 clusters Score -279872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -279886.187500 Penalty: 2557.927979
	Iteration 36Q: 3 clusters Score -279886.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279907.875000 Penalty: 2557.927979
	Iteration 37Q: 3 clusters Score -279907.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -279930.031250 Penalty: 2557.927979
	Iteration 38Q: 3 clusters Score -279930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -279946.000000 Penalty: 2557.927979
	Iteration 39Q: 3 clusters Score -279946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -279962.406250 Penalty: 2557.927979
	Iteration 40F: 3 clusters Score -279962.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -279978.937500 Penalty: 2557.927979
	Iteration 41Q: 3 clusters Score -279978.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -279997.812500 Penalty: 2557.927979
	Iteration 42Q: 3 clusters Score -279997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -280014.156250 Penalty: 2557.927979
	Iteration 43Q: 3 clusters Score -280014.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -280034.250000 Penalty: 2557.927979
	Iteration 44Q: 3 clusters Score -280034.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -280043.375000 Penalty: 2557.927979
	Iteration 45Q: 3 clusters Score -280043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -280050.187500 Penalty: 2557.927979
	Iteration 46Q: 3 clusters Score -280050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -280052.718750 Penalty: 2557.927979
	Iteration 47Q: 3 clusters Score -280052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -280054.218750 Penalty: 2557.927979
	Iteration 48Q: 3 clusters Score -280054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -280056.906250 Penalty: 2557.927979
	Iteration 49Q: 3 clusters Score -280056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -280057.812500 Penalty: 2557.927979
	Iteration 50Q: 3 clusters Score -280057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -280060.593750 Penalty: 2557.927979
	Iteration 51Q: 3 clusters Score -280060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -280063.781250 Penalty: 2557.927979
	Iteration 52Q: 3 clusters Score -280063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -280065.625000 Penalty: 2557.927979
	Iteration 53Q: 3 clusters Score -280065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -280067.343750 Penalty: 2557.927979
	Iteration 54Q: 3 clusters Score -280067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -280068.406250 Penalty: 2557.927979
	Iteration 55Q: 3 clusters Score -280068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -280070.000000 Penalty: 2557.927979
	Iteration 56Q: 3 clusters Score -280070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -280070.625000 Penalty: 2557.927979
	Iteration 57Q: 3 clusters Score -280070.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -280070.625000 Penalty: 2557.927979
	Iteration 58F: 3 clusters Score -280070.6 nChanged 0
--- Evaluating fit on full set of 2920685 points ---
Entering Unmasked Estep 
Score: -301587360.000000 Penalty: 104025.210938
25->44 Clusters: Score -301587360.000000, best is -301616544.000000

Main iterations: 0 (time per=infms)
Total iterations: 59205 (time per=304.864949ms)
Iterations metric 2: 2119228588032.000000 (time per=8.517028ns)
Iterations metric 3: 50865553539072.000000 (time per=354.847791ps)

That took 18049.529297 seconds.
